warning: commands will be executed using /bin/sh
job 2586 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3570476 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1190158 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 62455 members 
Mstep: Class 3 contains 62639 members 
Mstep: Class 4 contains 62151 members 
Mstep: Class 5 contains 62657 members 
Mstep: Class 6 contains 62583 members 
Mstep: Class 7 contains 62920 members 
Mstep: Class 8 contains 62409 members 
Mstep: Class 9 contains 62676 members 
Mstep: Class 10 contains 62643 members 
Mstep: Class 11 contains 62981 members 
Mstep: Class 12 contains 62498 members 
Mstep: Class 13 contains 62721 members 
Mstep: Class 14 contains 62338 members 
Mstep: Class 15 contains 62452 members 
Mstep: Class 16 contains 63259 members 
Mstep: Class 17 contains 62572 members 
Mstep: Class 18 contains 62708 members 
Mstep: Class 19 contains 62650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 149.874023 but Gain 3469.417969
Score: -144260304.000000 Penalty: 62449.558594
Iteration 0F: 19 clusters Score -1.442603e+08 nChanged 1124685
Entering Unmasked Mstep 
Mstep: Class 0 contains 2982 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 48548 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 36155 members 
Mstep: Class 5 contains 12420 members 
Mstep: Class 6 contains 60674 members 
Mstep: Class 7 contains 358430 members 
Mstep: Class 8 contains 49847 members 
Mstep: Class 10 contains 22318 members 
Mstep: Class 11 contains 102487 members 
Mstep: Class 12 contains 18486 members 
Mstep: Class 13 contains 9263 members 
Mstep: Class 14 contains 7109 members 
Mstep: Class 15 contains 82126 members 
Mstep: Class 16 contains 100543 members 
Mstep: Class 17 contains 8466 members 
Mstep: Class 18 contains 33382 members 
Mstep: Class 19 contains 143850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148124352.000000 Penalty: 62449.558594
Iteration 1F: 19 clusters Score -1.481244e+08 nChanged 386301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2751 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 30034 members 
Mstep: Class 3 contains 12041 members 
Mstep: Class 4 contains 25316 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 45935 members 
Mstep: Class 7 contains 464560 members 
Mstep: Class 8 contains 33689 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 85251 members 
Mstep: Class 12 contains 9843 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 68942 members 
Mstep: Class 16 contains 113931 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 189928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3366.510742 but Gain 3469.421875
Score: -148331920.000000 Penalty: 58980.136719
Iteration 2F: 18 clusters Score -1.483319e+08 nChanged 314469
Entering Unmasked Mstep 
Mstep: Class 0 contains 2499 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 25306 members 
Mstep: Class 3 contains 7430 members 
Mstep: Class 4 contains 21289 members 
Mstep: Class 5 contains 898 members 
Mstep: Class 6 contains 36991 members 
Mstep: Class 7 contains 371698 members 
Mstep: Class 8 contains 25563 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 88496 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 15 contains 71750 members 
Mstep: Class 16 contains 143537 members 
Mstep: Class 17 contains 14249 members 
Mstep: Class 18 contains 17002 members 
Mstep: Class 19 contains 297624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148699632.000000 Penalty: 58980.136719
Iteration 3F: 18 clusters Score -1.486996e+08 nChanged 206805
Entering Unmasked Mstep 
Mstep: Class 0 contains 2190 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 22943 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 4 contains 15907 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 28950 members 
Mstep: Class 7 contains 341148 members 
Mstep: Class 8 contains 17405 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 93533 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 13 contains 640 members 
Mstep: Class 15 contains 81703 members 
Mstep: Class 16 contains 158769 members 
Mstep: Class 17 contains 12918 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 19 contains 336882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3179.365234 but Gain 3469.417969
Score: -148874768.000000 Penalty: 55510.718750
Iteration 4F: 17 clusters Score -1.488748e+08 nChanged 183608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1297 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 20820 members 
Mstep: Class 4 contains 12921 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 23513 members 
Mstep: Class 7 contains 332640 members 
Mstep: Class 8 contains 12069 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 107183 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 15 contains 96452 members 
Mstep: Class 16 contains 179402 members 
Mstep: Class 17 contains 11762 members 
Mstep: Class 18 contains 10543 members 
Mstep: Class 19 contains 320789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149085408.000000 Penalty: 55510.718750
Iteration 5F: 17 clusters Score -1.490854e+08 nChanged 158496
Entering Unmasked Mstep 
Mstep: Class 0 contains 448 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 19673 members 
Mstep: Class 4 contains 12113 members 
Mstep: Class 5 contains 1271 members 
Mstep: Class 6 contains 19801 members 
Mstep: Class 7 contains 311814 members 
Mstep: Class 8 contains 8879 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 127249 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 15 contains 109997 members 
Mstep: Class 16 contains 210385 members 
Mstep: Class 17 contains 10392 members 
Mstep: Class 18 contains 7110 members 
Mstep: Class 19 contains 283170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149192928.000000 Penalty: 55510.718750
Iteration 6F: 17 clusters Score -1.491929e+08 nChanged 161121
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 20027 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18181 members 
Mstep: Class 7 contains 278087 members 
Mstep: Class 8 contains 7082 members 
Mstep: Class 10 contains 2692 members 
Mstep: Class 11 contains 152119 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 15 contains 121830 members 
Mstep: Class 16 contains 245741 members 
Mstep: Class 17 contains 8960 members 
Mstep: Class 18 contains 4630 members 
Mstep: Class 19 contains 240186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3055.545410 but Gain 3469.421875
Score: -149273280.000000 Penalty: 52041.296875
Iteration 7F: 16 clusters Score -1.492733e+08 nChanged 145149
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 21575 members 
Mstep: Class 4 contains 13029 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 17712 members 
Mstep: Class 7 contains 248196 members 
Mstep: Class 8 contains 6214 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 181090 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 15 contains 132702 members 
Mstep: Class 16 contains 256264 members 
Mstep: Class 17 contains 7519 members 
Mstep: Class 19 contains 213043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149357472.000000 Penalty: 52041.296875
Iteration 8F: 16 clusters Score -1.493575e+08 nChanged 113728
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 23667 members 
Mstep: Class 4 contains 13339 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 17906 members 
Mstep: Class 7 contains 224501 members 
Mstep: Class 8 contains 5607 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 207675 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 15 contains 139635 members 
Mstep: Class 16 contains 247072 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 19 contains 202210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149421328.000000 Penalty: 52041.296875
Iteration 9F: 16 clusters Score -1.494213e+08 nChanged 93616
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 26506 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 18386 members 
Mstep: Class 7 contains 204693 members 
Mstep: Class 8 contains 5080 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 228638 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 145591 members 
Mstep: Class 16 contains 236222 members 
Mstep: Class 17 contains 4481 members 
Mstep: Class 19 contains 196041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149469008.000000 Penalty: 52041.296875
Iteration 10F: 16 clusters Score -1.49469e+08 nChanged 74963
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 29593 members 
Mstep: Class 4 contains 13678 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 18917 members 
Mstep: Class 7 contains 191435 members 
Mstep: Class 8 contains 4636 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 239667 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 151778 members 
Mstep: Class 16 contains 227782 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 19 contains 191343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149498528.000000 Penalty: 52041.296875
Iteration 11F: 16 clusters Score -1.494985e+08 nChanged 59258
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 32276 members 
Mstep: Class 4 contains 13761 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 19354 members 
Mstep: Class 7 contains 183828 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 242033 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 158881 members 
Mstep: Class 16 contains 221018 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 19 contains 188216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149516496.000000 Penalty: 52041.296875
Iteration 12Q: 16 clusters Score -1.495165e+08 nChanged 47942
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 122402 members 
Mstep: Class 2 contains 34293 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 19561 members 
Mstep: Class 7 contains 179778 members 
Mstep: Class 8 contains 4001 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 238100 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 167060 members 
Mstep: Class 16 contains 215403 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 19 contains 186836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149530912.000000 Penalty: 52041.296875
Iteration 13Q: 16 clusters Score -1.495309e+08 nChanged 41023
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 35934 members 
Mstep: Class 4 contains 13625 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 19573 members 
Mstep: Class 7 contains 177496 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 230438 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 175964 members 
Mstep: Class 16 contains 211035 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 19 contains 186253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149541232.000000 Penalty: 52041.296875
Iteration 14Q: 16 clusters Score -1.495412e+08 nChanged 36270
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 132275 members 
Mstep: Class 2 contains 37404 members 
Mstep: Class 4 contains 13369 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 19487 members 
Mstep: Class 7 contains 175964 members 
Mstep: Class 8 contains 3497 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 221964 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 184076 members 
Mstep: Class 16 contains 207454 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 19 contains 186117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149549312.000000 Penalty: 52041.296875
Iteration 15Q: 16 clusters Score -1.495493e+08 nChanged 32913
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 137127 members 
Mstep: Class 2 contains 38830 members 
Mstep: Class 4 contains 13038 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19315 members 
Mstep: Class 7 contains 174703 members 
Mstep: Class 8 contains 3333 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 214250 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 190427 members 
Mstep: Class 16 contains 204475 members 
Mstep: Class 17 contains 1122 members 
Mstep: Class 19 contains 186186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149555856.000000 Penalty: 52041.296875
Iteration 16Q: 16 clusters Score -1.495559e+08 nChanged 29631
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 40125 members 
Mstep: Class 4 contains 12612 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19189 members 
Mstep: Class 7 contains 173687 members 
Mstep: Class 8 contains 3228 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 207919 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 194760 members 
Mstep: Class 16 contains 202113 members 
Mstep: Class 17 contains 1083 members 
Mstep: Class 19 contains 186135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149561888.000000 Penalty: 52041.296875
Iteration 17Q: 16 clusters Score -1.495619e+08 nChanged 26616
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 41235 members 
Mstep: Class 4 contains 12146 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19081 members 
Mstep: Class 7 contains 173116 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 10 contains 2505 members 
Mstep: Class 11 contains 202648 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 197475 members 
Mstep: Class 16 contains 200424 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 19 contains 185851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149567760.000000 Penalty: 52041.296875
Iteration 18Q: 16 clusters Score -1.495678e+08 nChanged 23793
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 151144 members 
Mstep: Class 2 contains 42184 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18978 members 
Mstep: Class 7 contains 172752 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 198448 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 198838 members 
Mstep: Class 16 contains 199209 members 
Mstep: Class 17 contains 1041 members 
Mstep: Class 19 contains 185524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149572560.000000 Penalty: 52041.296875
Iteration 19Q: 16 clusters Score -1.495726e+08 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 155531 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 4 contains 11236 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18845 members 
Mstep: Class 7 contains 172679 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 195055 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 199083 members 
Mstep: Class 16 contains 198244 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 19 contains 185122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149576304.000000 Penalty: 52041.296875
Iteration 20F: 16 clusters Score -1.495763e+08 nChanged 19577
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 43806 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 172855 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 192102 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 198542 members 
Mstep: Class 16 contains 197534 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 19 contains 184592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149580608.000000 Penalty: 52041.296875
Iteration 21Q: 16 clusters Score -1.495806e+08 nChanged 18281
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 164504 members 
Mstep: Class 2 contains 44491 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18598 members 
Mstep: Class 7 contains 173000 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 189671 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 197672 members 
Mstep: Class 16 contains 196859 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 19 contains 183714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149584304.000000 Penalty: 52041.296875
Iteration 22Q: 16 clusters Score -1.495843e+08 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 45099 members 
Mstep: Class 4 contains 10092 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18514 members 
Mstep: Class 7 contains 172783 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 187666 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 196386 members 
Mstep: Class 16 contains 196094 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 19 contains 182684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149588512.000000 Penalty: 52041.296875
Iteration 23Q: 16 clusters Score -1.495885e+08 nChanged 18579
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 175846 members 
Mstep: Class 2 contains 45627 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18490 members 
Mstep: Class 7 contains 171926 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 186261 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 194770 members 
Mstep: Class 16 contains 195210 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 19 contains 181180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149592624.000000 Penalty: 52041.296875
Iteration 24Q: 16 clusters Score -1.495926e+08 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182911 members 
Mstep: Class 2 contains 46037 members 
Mstep: Class 4 contains 9516 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18507 members 
Mstep: Class 7 contains 170342 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 185005 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 193115 members 
Mstep: Class 16 contains 194252 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 19 contains 179457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149596160.000000 Penalty: 52041.296875
Iteration 25Q: 16 clusters Score -1.495962e+08 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 190660 members 
Mstep: Class 2 contains 46401 members 
Mstep: Class 4 contains 9253 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18528 members 
Mstep: Class 7 contains 168302 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 183912 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 191558 members 
Mstep: Class 16 contains 193011 members 
Mstep: Class 17 contains 923 members 
Mstep: Class 19 contains 177550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149597856.000000 Penalty: 52041.296875
Iteration 26Q: 16 clusters Score -1.495979e+08 nChanged 25422
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 197709 members 
Mstep: Class 2 contains 46751 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18584 members 
Mstep: Class 7 contains 166369 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 182894 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 190268 members 
Mstep: Class 16 contains 192094 members 
Mstep: Class 17 contains 909 members 
Mstep: Class 19 contains 175533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149600704.000000 Penalty: 52041.296875
Iteration 27Q: 16 clusters Score -1.496007e+08 nChanged 26736
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 202701 members 
Mstep: Class 2 contains 47083 members 
Mstep: Class 4 contains 8750 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18669 members 
Mstep: Class 7 contains 165361 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 182039 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 189131 members 
Mstep: Class 16 contains 191759 members 
Mstep: Class 17 contains 895 members 
Mstep: Class 19 contains 173766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149601024.000000 Penalty: 52041.296875
Iteration 28Q: 16 clusters Score -1.49601e+08 nChanged 25694
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 204389 members 
Mstep: Class 2 contains 47415 members 
Mstep: Class 4 contains 8430 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18751 members 
Mstep: Class 7 contains 165529 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 181530 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 188241 members 
Mstep: Class 16 contains 192189 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 19 contains 172827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149602512.000000 Penalty: 52041.296875
Iteration 29Q: 16 clusters Score -1.496025e+08 nChanged 23418
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 203216 members 
Mstep: Class 2 contains 47678 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 18883 members 
Mstep: Class 7 contains 167241 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 181224 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 187473 members 
Mstep: Class 16 contains 193102 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 19 contains 172378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149603920.000000 Penalty: 52041.296875
Iteration 30Q: 16 clusters Score -1.496039e+08 nChanged 20330
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 200445 members 
Mstep: Class 2 contains 47923 members 
Mstep: Class 4 contains 7787 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19090 members 
Mstep: Class 7 contains 169849 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 181007 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 186797 members 
Mstep: Class 16 contains 194208 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 19 contains 172256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149605888.000000 Penalty: 52041.296875
Iteration 31Q: 16 clusters Score -1.496059e+08 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 48138 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 173191 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 180847 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 186084 members 
Mstep: Class 16 contains 195040 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 19 contains 172272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149607776.000000 Penalty: 52041.296875
Iteration 32Q: 16 clusters Score -1.496078e+08 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 193801 members 
Mstep: Class 2 contains 48346 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19550 members 
Mstep: Class 7 contains 176919 members 
Mstep: Class 8 contains 2596 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 180818 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 185204 members 
Mstep: Class 16 contains 195503 members 
Mstep: Class 17 contains 849 members 
Mstep: Class 19 contains 172238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149610192.000000 Penalty: 52041.296875
Iteration 33Q: 16 clusters Score -1.496102e+08 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 190728 members 
Mstep: Class 2 contains 48572 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19768 members 
Mstep: Class 7 contains 180449 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 181085 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 184225 members 
Mstep: Class 16 contains 195610 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 19 contains 172389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149611376.000000 Penalty: 52041.296875
Iteration 34Q: 16 clusters Score -1.496114e+08 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 187936 members 
Mstep: Class 2 contains 48751 members 
Mstep: Class 4 contains 6206 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 19990 members 
Mstep: Class 7 contains 183780 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 181406 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 183345 members 
Mstep: Class 16 contains 195474 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 19 contains 172569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149613440.000000 Penalty: 52041.296875
Iteration 35Q: 16 clusters Score -1.496134e+08 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 185559 members 
Mstep: Class 2 contains 48922 members 
Mstep: Class 4 contains 5796 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 20201 members 
Mstep: Class 7 contains 186886 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 181673 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 182499 members 
Mstep: Class 16 contains 195198 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 19 contains 172741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149614464.000000 Penalty: 52041.296875
Iteration 36Q: 16 clusters Score -1.496145e+08 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 183813 members 
Mstep: Class 2 contains 49054 members 
Mstep: Class 4 contains 5400 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 20375 members 
Mstep: Class 7 contains 189140 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 181877 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 181848 members 
Mstep: Class 16 contains 194931 members 
Mstep: Class 17 contains 757 members 
Mstep: Class 19 contains 173064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149615632.000000 Penalty: 52041.296875
Iteration 37Q: 16 clusters Score -1.496156e+08 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182616 members 
Mstep: Class 2 contains 49180 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 20543 members 
Mstep: Class 7 contains 190318 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 182086 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 181594 members 
Mstep: Class 16 contains 194762 members 
Mstep: Class 17 contains 733 members 
Mstep: Class 19 contains 173406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149617280.000000 Penalty: 52041.296875
Iteration 38Q: 16 clusters Score -1.496173e+08 nChanged 13712
Entering ConstructFrom: 
Score: -149617280.000000 Penalty: 52041.296875
Entering ConstructFrom: 
Trying to split cluster 1 (182006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182006 members 
Entering Unmasked Estep 
Score: -23369330.000000 Penalty: 3003.725342
	Iteration 0F: 2 clusters Score -2.336933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -23250766.000000 Penalty: 6007.450684
	Iteration 0F: 3 clusters Score -2.325077e+07 nChanged 87223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 89130 members 
Entering Unmasked Estep 
Score: -23301808.000000 Penalty: 6007.450684
	Iteration 1F: 3 clusters Score -2.330181e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -23303376.000000 Penalty: 6007.450684
	Iteration 2Q: 3 clusters Score -2.330338e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -23305102.000000 Penalty: 6007.450684
	Iteration 3Q: 3 clusters Score -2.33051e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -23307622.000000 Penalty: 6007.450684
	Iteration 4Q: 3 clusters Score -2.330762e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -23310968.000000 Penalty: 6007.450684
	Iteration 5Q: 3 clusters Score -2.331097e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -23316080.000000 Penalty: 6007.450684
	Iteration 6F: 3 clusters Score -2.331608e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -23323826.000000 Penalty: 6007.450684
	Iteration 7F: 3 clusters Score -2.332383e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -23332512.000000 Penalty: 6007.450684
	Iteration 8F: 3 clusters Score -2.333251e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -23340096.000000 Penalty: 6007.450684
	Iteration 9F: 3 clusters Score -2.33401e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -23343864.000000 Penalty: 6007.450684
	Iteration 10Q: 3 clusters Score -2.334386e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124314 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -23345358.000000 Penalty: 6007.450684
	Iteration 11Q: 3 clusters Score -2.334536e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -23346428.000000 Penalty: 6007.450684
	Iteration 12Q: 3 clusters Score -2.334643e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129183 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -23347234.000000 Penalty: 6007.450684
	Iteration 13Q: 3 clusters Score -2.334723e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -23348138.000000 Penalty: 6007.450684
	Iteration 14Q: 3 clusters Score -2.334814e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134299 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -23349040.000000 Penalty: 6007.450684
	Iteration 15Q: 3 clusters Score -2.334904e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136955 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -23349820.000000 Penalty: 6007.450684
	Iteration 16Q: 3 clusters Score -2.334982e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139706 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -23350808.000000 Penalty: 6007.450684
	Iteration 17Q: 3 clusters Score -2.335081e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -23351758.000000 Penalty: 6007.450684
	Iteration 18Q: 3 clusters Score -2.335176e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145256 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -23352596.000000 Penalty: 6007.450684
	Iteration 19Q: 3 clusters Score -2.33526e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -23353672.000000 Penalty: 6007.450684
	Iteration 20F: 3 clusters Score -2.335367e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -23354970.000000 Penalty: 6007.450684
	Iteration 21Q: 3 clusters Score -2.335497e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -23356170.000000 Penalty: 6007.450684
	Iteration 22Q: 3 clusters Score -2.335617e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157156 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -23357628.000000 Penalty: 6007.450684
	Iteration 23Q: 3 clusters Score -2.335763e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -23359044.000000 Penalty: 6007.450684
	Iteration 24Q: 3 clusters Score -2.335904e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -23360326.000000 Penalty: 6007.450684
	Iteration 25Q: 3 clusters Score -2.336033e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -23361602.000000 Penalty: 6007.450684
	Iteration 26Q: 3 clusters Score -2.33616e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -23362650.000000 Penalty: 6007.450684
	Iteration 27Q: 3 clusters Score -2.336265e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -23363606.000000 Penalty: 6007.450684
	Iteration 28Q: 3 clusters Score -2.336361e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -23364446.000000 Penalty: 6007.450684
	Iteration 29Q: 3 clusters Score -2.336445e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -23364976.000000 Penalty: 6007.450684
	Iteration 30Q: 3 clusters Score -2.336498e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -23365374.000000 Penalty: 6007.450684
	Iteration 31Q: 3 clusters Score -2.336537e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177044 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -23365780.000000 Penalty: 6007.450684
	Iteration 32Q: 3 clusters Score -2.336578e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -23366082.000000 Penalty: 6007.450684
	Iteration 33Q: 3 clusters Score -2.336608e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -23366244.000000 Penalty: 6007.450684
	Iteration 34Q: 3 clusters Score -2.336624e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179188 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23366350.000000 Penalty: 6007.450684
	Iteration 35Q: 3 clusters Score -2.336635e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -23366470.000000 Penalty: 6007.450684
	Iteration 36Q: 3 clusters Score -2.336647e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179847 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23366592.000000 Penalty: 6007.450684
	Iteration 37Q: 3 clusters Score -2.336659e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23366572.000000 Penalty: 6007.450684
	Iteration 38Q: 3 clusters Score -2.336657e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180248 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -23366652.000000 Penalty: 6007.450684
	Iteration 39Q: 3 clusters Score -2.336665e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -23366746.000000 Penalty: 6007.450684
	Iteration 40F: 3 clusters Score -2.336675e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180500 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23366766.000000 Penalty: 6007.450684
	Iteration 41Q: 3 clusters Score -2.336677e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -23366776.000000 Penalty: 6007.450684
	Iteration 42Q: 3 clusters Score -2.336678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180649 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -23366802.000000 Penalty: 6007.450684
	Iteration 43Q: 3 clusters Score -2.33668e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23366850.000000 Penalty: 6007.450684
	Iteration 44Q: 3 clusters Score -2.336685e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180759 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23366874.000000 Penalty: 6007.450684
	Iteration 45Q: 3 clusters Score -2.336687e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23366888.000000 Penalty: 6007.450684
	Iteration 46Q: 3 clusters Score -2.336689e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180849 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23366912.000000 Penalty: 6007.450684
	Iteration 47Q: 3 clusters Score -2.336691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180880 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23366928.000000 Penalty: 6007.450684
	Iteration 48Q: 3 clusters Score -2.336693e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180909 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23366944.000000 Penalty: 6007.450684
	Iteration 49Q: 3 clusters Score -2.336694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23366978.000000 Penalty: 6007.450684
	Iteration 50Q: 3 clusters Score -2.336698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180937 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -23366936.000000 Penalty: 6007.450684
	Iteration 51Q: 3 clusters Score -2.336694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180955 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23366948.000000 Penalty: 6007.450684
	Iteration 52Q: 3 clusters Score -2.336695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23366958.000000 Penalty: 6007.450684
	Iteration 53Q: 3 clusters Score -2.336696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180986 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -23366982.000000 Penalty: 6007.450684
	Iteration 54Q: 3 clusters Score -2.336698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -23366968.000000 Penalty: 6007.450684
	Iteration 55Q: 3 clusters Score -2.336697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181008 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -23366950.000000 Penalty: 6007.450684
	Iteration 56Q: 3 clusters Score -2.336695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -23366962.000000 Penalty: 6007.450684
	Iteration 57Q: 3 clusters Score -2.336696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23366974.000000 Penalty: 6007.450684
	Iteration 58Q: 3 clusters Score -2.336697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181025 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23366972.000000 Penalty: 6007.450684
	Iteration 59Q: 3 clusters Score -2.336697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181029 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23366952.000000 Penalty: 6007.450684
	Iteration 60F: 3 clusters Score -2.336695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181034 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -23366946.000000 Penalty: 6007.450684
	Iteration 61Q: 3 clusters Score -2.336695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -23366952.000000 Penalty: 6007.450684
	Iteration 62Q: 3 clusters Score -2.336695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23366952.000000 Penalty: 6007.450684
	Iteration 63Q: 3 clusters Score -2.336695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23366952.000000 Penalty: 6007.450684
	Iteration 64F: 3 clusters Score -2.336695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Entering Unmasked Estep 
Score: -6104185.000000 Penalty: 2679.944336
	Iteration 0F: 2 clusters Score -6104185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -6071139.500000 Penalty: 5359.888672
	Iteration 0F: 3 clusters Score -6071140 nChanged 22779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6085576.500000 Penalty: 5359.888672
	Iteration 1F: 3 clusters Score -6085576 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -6089287.500000 Penalty: 5359.888672
	Iteration 2F: 3 clusters Score -6089288 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -6093559.500000 Penalty: 5359.888672
	Iteration 3F: 3 clusters Score -6093560 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -6097517.500000 Penalty: 5359.888672
	Iteration 4F: 3 clusters Score -6097518 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -6100181.500000 Penalty: 5359.888672
	Iteration 5F: 3 clusters Score -6100182 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -6101562.500000 Penalty: 5359.888672
	Iteration 6Q: 3 clusters Score -6101562 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -6102329.000000 Penalty: 5359.888672
	Iteration 7Q: 3 clusters Score -6102329 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -6102915.000000 Penalty: 5359.888672
	Iteration 8Q: 3 clusters Score -6102915 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -6103522.500000 Penalty: 5359.888672
	Iteration 9Q: 3 clusters Score -6103522 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -6104478.500000 Penalty: 5359.888672
	Iteration 10Q: 3 clusters Score -6104478 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -6105620.000000 Penalty: 5359.888672
	Iteration 11Q: 3 clusters Score -6105620 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6106004.000000 Penalty: 5359.888672
	Iteration 12Q: 3 clusters Score -6106004 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -6106158.000000 Penalty: 5359.888672
	Iteration 13Q: 3 clusters Score -6106158 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -6106248.000000 Penalty: 5359.888672
	Iteration 14Q: 3 clusters Score -6106248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6106282.000000 Penalty: 5359.888672
	Iteration 15Q: 3 clusters Score -6106282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6106311.000000 Penalty: 5359.888672
	Iteration 16Q: 3 clusters Score -6106311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -6106333.500000 Penalty: 5359.888672
	Iteration 17Q: 3 clusters Score -6106334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -6106332.000000 Penalty: 5359.888672
	Iteration 18Q: 3 clusters Score -6106332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -6106341.500000 Penalty: 5359.888672
	Iteration 19Q: 3 clusters Score -6106342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6106345.000000 Penalty: 5359.888672
	Iteration 20F: 3 clusters Score -6106345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -6106352.500000 Penalty: 5359.888672
	Iteration 21Q: 3 clusters Score -6106352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6106344.500000 Penalty: 5359.888672
	Iteration 22Q: 3 clusters Score -6106344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6106357.000000 Penalty: 5359.888672
	Iteration 23Q: 3 clusters Score -6106357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6106368.500000 Penalty: 5359.888672
	Iteration 24Q: 3 clusters Score -6106368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6106377.500000 Penalty: 5359.888672
	Iteration 25Q: 3 clusters Score -6106378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -6106394.000000 Penalty: 5359.888672
	Iteration 26Q: 3 clusters Score -6106394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -6106391.500000 Penalty: 5359.888672
	Iteration 27Q: 3 clusters Score -6106392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -6106386.500000 Penalty: 5359.888672
	Iteration 28Q: 3 clusters Score -6106386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -6106385.500000 Penalty: 5359.888672
	Iteration 29Q: 3 clusters Score -6106386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -6106375.000000 Penalty: 5359.888672
	Iteration 30Q: 3 clusters Score -6106375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -6106381.000000 Penalty: 5359.888672
	Iteration 31Q: 3 clusters Score -6106381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6106382.500000 Penalty: 5359.888672
	Iteration 32Q: 3 clusters Score -6106382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -6106388.000000 Penalty: 5359.888672
	Iteration 33Q: 3 clusters Score -6106388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -6106381.000000 Penalty: 5359.888672
	Iteration 34Q: 3 clusters Score -6106381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -6106379.500000 Penalty: 5359.888672
	Iteration 35Q: 3 clusters Score -6106380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6106386.500000 Penalty: 5359.888672
	Iteration 36Q: 3 clusters Score -6106386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6106388.000000 Penalty: 5359.888672
	Iteration 37Q: 3 clusters Score -6106388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -6106389.000000 Penalty: 5359.888672
	Iteration 38Q: 3 clusters Score -6106389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -6106386.500000 Penalty: 5359.888672
	Iteration 39Q: 3 clusters Score -6106386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -6106391.500000 Penalty: 5359.888672
	Iteration 40F: 3 clusters Score -6106392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6106387.500000 Penalty: 5359.888672
	Iteration 41Q: 3 clusters Score -6106388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6106387.000000 Penalty: 5359.888672
	Iteration 42Q: 3 clusters Score -6106387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -6106388.000000 Penalty: 5359.888672
	Iteration 43Q: 3 clusters Score -6106388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6106389.500000 Penalty: 5359.888672
	Iteration 44Q: 3 clusters Score -6106390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6106389.500000 Penalty: 5359.888672
	Iteration 45F: 3 clusters Score -6106390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 190519 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 182175 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 181587 members 
Mstep: Class 16 contains 194777 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 19 contains 173774 members 
Entering Unmasked Estep 
Score: -149618368.000000 Penalty: 55510.718750
Splitting cluster 2 changes total score from -149617280.000000 to -149618368.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -620472.437500 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -620472.4 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 2234 members 
Entering Unmasked Estep 
Score: -616169.500000 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -616169.5 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -617183.437500 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -617183.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -617376.750000 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -617376.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -617492.375000 Penalty: 4194.786133
	Iteration 3Q: 3 clusters Score -617492.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -617579.250000 Penalty: 4194.786133
	Iteration 4Q: 3 clusters Score -617579.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -617651.312500 Penalty: 4194.786133
	Iteration 5Q: 3 clusters Score -617651.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -617709.437500 Penalty: 4194.786133
	Iteration 6Q: 3 clusters Score -617709.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -617754.687500 Penalty: 4194.786133
	Iteration 7Q: 3 clusters Score -617754.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -617805.125000 Penalty: 4194.786133
	Iteration 8Q: 3 clusters Score -617805.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -617852.187500 Penalty: 4194.786133
	Iteration 9Q: 3 clusters Score -617852.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -617905.937500 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -617905.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -617949.937500 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -617949.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -617992.187500 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -617992.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -618030.125000 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -618030.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -618064.875000 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -618064.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -618096.750000 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -618096.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -618126.687500 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -618126.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -618157.000000 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -618157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -618193.687500 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -618193.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -618235.875000 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -618235.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -618262.687500 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -618262.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -618291.250000 Penalty: 4194.786133
	Iteration 21Q: 3 clusters Score -618291.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -618315.687500 Penalty: 4194.786133
	Iteration 22Q: 3 clusters Score -618315.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -618335.500000 Penalty: 4194.786133
	Iteration 23Q: 3 clusters Score -618335.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -618357.000000 Penalty: 4194.786133
	Iteration 24Q: 3 clusters Score -618357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -618378.125000 Penalty: 4194.786133
	Iteration 25Q: 3 clusters Score -618378.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -618398.250000 Penalty: 4194.786133
	Iteration 26Q: 3 clusters Score -618398.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -618421.062500 Penalty: 4194.786133
	Iteration 27Q: 3 clusters Score -618421.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -618440.250000 Penalty: 4194.786133
	Iteration 28Q: 3 clusters Score -618440.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -618457.312500 Penalty: 4194.786133
	Iteration 29Q: 3 clusters Score -618457.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -618472.687500 Penalty: 4194.786133
	Iteration 30Q: 3 clusters Score -618472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -618489.312500 Penalty: 4194.786133
	Iteration 31Q: 3 clusters Score -618489.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -618502.687500 Penalty: 4194.786133
	Iteration 32Q: 3 clusters Score -618502.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -618515.000000 Penalty: 4194.786133
	Iteration 33Q: 3 clusters Score -618515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -618523.437500 Penalty: 4194.786133
	Iteration 34Q: 3 clusters Score -618523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -618527.875000 Penalty: 4194.786133
	Iteration 35Q: 3 clusters Score -618527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -618532.250000 Penalty: 4194.786133
	Iteration 36Q: 3 clusters Score -618532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -618535.062500 Penalty: 4194.786133
	Iteration 37Q: 3 clusters Score -618535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -618541.125000 Penalty: 4194.786133
	Iteration 38Q: 3 clusters Score -618541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -618549.125000 Penalty: 4194.786133
	Iteration 39Q: 3 clusters Score -618549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -618551.937500 Penalty: 4194.786133
	Iteration 40F: 3 clusters Score -618551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -618556.687500 Penalty: 4194.786133
	Iteration 41Q: 3 clusters Score -618556.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -618563.937500 Penalty: 4194.786133
	Iteration 42Q: 3 clusters Score -618563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -618568.812500 Penalty: 4194.786133
	Iteration 43Q: 3 clusters Score -618568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -618573.375000 Penalty: 4194.786133
	Iteration 44Q: 3 clusters Score -618573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -618578.812500 Penalty: 4194.786133
	Iteration 45Q: 3 clusters Score -618578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -618585.250000 Penalty: 4194.786133
	Iteration 46Q: 3 clusters Score -618585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -618586.750000 Penalty: 4194.786133
	Iteration 47Q: 3 clusters Score -618586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -618587.812500 Penalty: 4194.786133
	Iteration 48Q: 3 clusters Score -618587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -618590.437500 Penalty: 4194.786133
	Iteration 49Q: 3 clusters Score -618590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -618591.125000 Penalty: 4194.786133
	Iteration 50Q: 3 clusters Score -618591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -618592.375000 Penalty: 4194.786133
	Iteration 51Q: 3 clusters Score -618592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -618593.437500 Penalty: 4194.786133
	Iteration 52Q: 3 clusters Score -618593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -618593.437500 Penalty: 4194.786133
	Iteration 53F: 3 clusters Score -618593.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -132662.375000 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -132662.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -130697.945312 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -130697.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131790.734375 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -131790.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -132805.656250 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -132805.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133605.843750 Penalty: 3560.180176
	Iteration 3F: 3 clusters Score -133605.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134286.218750 Penalty: 3560.180176
	Iteration 4F: 3 clusters Score -134286.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134875.921875 Penalty: 3560.180176
	Iteration 5Q: 3 clusters Score -134875.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135286.296875 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -135286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135357.343750 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -135357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135366.843750 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -135366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135366.843750 Penalty: 3560.180176
	Iteration 9F: 3 clusters Score -135366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 190519 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 182175 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 15 contains 181587 members 
Mstep: Class 16 contains 194777 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 19 contains 173774 members 
Entering Unmasked Estep 
Score: -149619344.000000 Penalty: 58980.136719
Splitting cluster 5 changes total score from -149617280.000000 to -149619344.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (20709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Entering Unmasked Estep 
Score: -2641922.000000 Penalty: 2464.704346
	Iteration 0F: 2 clusters Score -2641922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2627454.000000 Penalty: 4929.408691
	Iteration 0F: 3 clusters Score -2627454 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2632156.250000 Penalty: 4929.408691
	Iteration 1F: 3 clusters Score -2632156 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2632495.500000 Penalty: 4929.408691
	Iteration 2F: 3 clusters Score -2632496 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2632759.750000 Penalty: 4929.408691
	Iteration 3Q: 3 clusters Score -2632760 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2632947.750000 Penalty: 4929.408691
	Iteration 4Q: 3 clusters Score -2632948 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2633119.250000 Penalty: 4929.408691
	Iteration 5Q: 3 clusters Score -2633119 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2633271.250000 Penalty: 4929.408691
	Iteration 6Q: 3 clusters Score -2633271 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2633426.500000 Penalty: 4929.408691
	Iteration 7Q: 3 clusters Score -2633426 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2633577.750000 Penalty: 4929.408691
	Iteration 8Q: 3 clusters Score -2633578 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2633755.750000 Penalty: 4929.408691
	Iteration 9Q: 3 clusters Score -2633756 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2633981.000000 Penalty: 4929.408691
	Iteration 10Q: 3 clusters Score -2633981 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2634257.750000 Penalty: 4929.408691
	Iteration 11Q: 3 clusters Score -2634258 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2634647.000000 Penalty: 4929.408691
	Iteration 12Q: 3 clusters Score -2634647 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2635175.500000 Penalty: 4929.408691
	Iteration 13Q: 3 clusters Score -2635176 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2635882.500000 Penalty: 4929.408691
	Iteration 14Q: 3 clusters Score -2635882 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2636699.250000 Penalty: 4929.408691
	Iteration 15F: 3 clusters Score -2636699 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2637554.250000 Penalty: 4929.408691
	Iteration 16Q: 3 clusters Score -2637554 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2638305.500000 Penalty: 4929.408691
	Iteration 17Q: 3 clusters Score -2638306 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2638803.250000 Penalty: 4929.408691
	Iteration 18Q: 3 clusters Score -2638803 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2639133.500000 Penalty: 4929.408691
	Iteration 19Q: 3 clusters Score -2639134 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2639354.250000 Penalty: 4929.408691
	Iteration 20F: 3 clusters Score -2639354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2639505.750000 Penalty: 4929.408691
	Iteration 21Q: 3 clusters Score -2639506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2639604.000000 Penalty: 4929.408691
	Iteration 22Q: 3 clusters Score -2639604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2639651.000000 Penalty: 4929.408691
	Iteration 23Q: 3 clusters Score -2639651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2639689.500000 Penalty: 4929.408691
	Iteration 24Q: 3 clusters Score -2639690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2639728.000000 Penalty: 4929.408691
	Iteration 25Q: 3 clusters Score -2639728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2639750.750000 Penalty: 4929.408691
	Iteration 26Q: 3 clusters Score -2639751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2639765.500000 Penalty: 4929.408691
	Iteration 27Q: 3 clusters Score -2639766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2639784.250000 Penalty: 4929.408691
	Iteration 28Q: 3 clusters Score -2639784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2639788.500000 Penalty: 4929.408691
	Iteration 29Q: 3 clusters Score -2639788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2639796.750000 Penalty: 4929.408691
	Iteration 30Q: 3 clusters Score -2639797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2639808.500000 Penalty: 4929.408691
	Iteration 31Q: 3 clusters Score -2639808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2639819.000000 Penalty: 4929.408691
	Iteration 32Q: 3 clusters Score -2639819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2639820.250000 Penalty: 4929.408691
	Iteration 33Q: 3 clusters Score -2639820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2639824.500000 Penalty: 4929.408691
	Iteration 34Q: 3 clusters Score -2639824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2639824.500000 Penalty: 4929.408691
	Iteration 35Q: 3 clusters Score -2639824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2639824.500000 Penalty: 4929.408691
	Iteration 36F: 3 clusters Score -2639824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (190519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190519 members 
Entering Unmasked Estep 
Score: -24492102.000000 Penalty: 3015.061768
	Iteration 0F: 2 clusters Score -2.44921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -24370824.000000 Penalty: 6030.123535
	Iteration 0F: 3 clusters Score -2.437082e+07 nChanged 91653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -24425022.000000 Penalty: 6030.123535
	Iteration 1F: 3 clusters Score -2.442502e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -24426664.000000 Penalty: 6030.123535
	Iteration 2Q: 3 clusters Score -2.442666e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -24428614.000000 Penalty: 6030.123535
	Iteration 3Q: 3 clusters Score -2.442861e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -24431476.000000 Penalty: 6030.123535
	Iteration 4Q: 3 clusters Score -2.443148e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -24436100.000000 Penalty: 6030.123535
	Iteration 5Q: 3 clusters Score -2.44361e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -24443572.000000 Penalty: 6030.123535
	Iteration 6F: 3 clusters Score -2.444357e+07 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -24454512.000000 Penalty: 6030.123535
	Iteration 7F: 3 clusters Score -2.445451e+07 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -24467212.000000 Penalty: 6030.123535
	Iteration 8F: 3 clusters Score -2.446721e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -24476144.000000 Penalty: 6030.123535
	Iteration 9F: 3 clusters Score -2.447614e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -24479826.000000 Penalty: 6030.123535
	Iteration 10Q: 3 clusters Score -2.447983e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146112 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -24481508.000000 Penalty: 6030.123535
	Iteration 11Q: 3 clusters Score -2.448151e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -24482582.000000 Penalty: 6030.123535
	Iteration 12Q: 3 clusters Score -2.448258e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -24483776.000000 Penalty: 6030.123535
	Iteration 13Q: 3 clusters Score -2.448378e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -24484872.000000 Penalty: 6030.123535
	Iteration 14Q: 3 clusters Score -2.448487e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -24485776.000000 Penalty: 6030.123535
	Iteration 15Q: 3 clusters Score -2.448578e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -24486728.000000 Penalty: 6030.123535
	Iteration 16Q: 3 clusters Score -2.448673e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -24487676.000000 Penalty: 6030.123535
	Iteration 17Q: 3 clusters Score -2.448768e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164905 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -24488614.000000 Penalty: 6030.123535
	Iteration 18Q: 3 clusters Score -2.448861e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -24489214.000000 Penalty: 6030.123535
	Iteration 19Q: 3 clusters Score -2.448921e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169597 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -24489892.000000 Penalty: 6030.123535
	Iteration 20F: 3 clusters Score -2.448989e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -24490428.000000 Penalty: 6030.123535
	Iteration 21Q: 3 clusters Score -2.449043e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -24490774.000000 Penalty: 6030.123535
	Iteration 22Q: 3 clusters Score -2.449077e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175870 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -24490986.000000 Penalty: 6030.123535
	Iteration 23Q: 3 clusters Score -2.449099e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177692 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -24491038.000000 Penalty: 6030.123535
	Iteration 24Q: 3 clusters Score -2.449104e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -24491130.000000 Penalty: 6030.123535
	Iteration 25Q: 3 clusters Score -2.449113e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180771 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -24491154.000000 Penalty: 6030.123535
	Iteration 26Q: 3 clusters Score -2.449115e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182013 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -24491150.000000 Penalty: 6030.123535
	Iteration 27Q: 3 clusters Score -2.449115e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183108 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -24491218.000000 Penalty: 6030.123535
	Iteration 28Q: 3 clusters Score -2.449122e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184012 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -24491164.000000 Penalty: 6030.123535
	Iteration 29Q: 3 clusters Score -2.449116e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -24491084.000000 Penalty: 6030.123535
	Iteration 30Q: 3 clusters Score -2.449108e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185503 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -24491110.000000 Penalty: 6030.123535
	Iteration 31Q: 3 clusters Score -2.449111e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186066 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -24491000.000000 Penalty: 6030.123535
	Iteration 32Q: 3 clusters Score -2.4491e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -24490950.000000 Penalty: 6030.123535
	Iteration 33Q: 3 clusters Score -2.449095e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186920 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -24491002.000000 Penalty: 6030.123535
	Iteration 34Q: 3 clusters Score -2.4491e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187264 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -24490900.000000 Penalty: 6030.123535
	Iteration 35Q: 3 clusters Score -2.44909e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187552 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -24490820.000000 Penalty: 6030.123535
	Iteration 36Q: 3 clusters Score -2.449082e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -24490812.000000 Penalty: 6030.123535
	Iteration 37Q: 3 clusters Score -2.449081e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -24490824.000000 Penalty: 6030.123535
	Iteration 38Q: 3 clusters Score -2.449082e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188061 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -24490824.000000 Penalty: 6030.123535
	Iteration 39Q: 3 clusters Score -2.449082e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -24490756.000000 Penalty: 6030.123535
	Iteration 40F: 3 clusters Score -2.449076e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24490714.000000 Penalty: 6030.123535
	Iteration 41Q: 3 clusters Score -2.449071e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -24490710.000000 Penalty: 6030.123535
	Iteration 42Q: 3 clusters Score -2.449071e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188397 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24490726.000000 Penalty: 6030.123535
	Iteration 43Q: 3 clusters Score -2.449073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188465 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24490700.000000 Penalty: 6030.123535
	Iteration 44Q: 3 clusters Score -2.44907e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188523 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -24490680.000000 Penalty: 6030.123535
	Iteration 45Q: 3 clusters Score -2.449068e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -24490678.000000 Penalty: 6030.123535
	Iteration 46Q: 3 clusters Score -2.449068e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188631 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24490654.000000 Penalty: 6030.123535
	Iteration 47Q: 3 clusters Score -2.449065e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188679 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -24490644.000000 Penalty: 6030.123535
	Iteration 48Q: 3 clusters Score -2.449064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188718 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -24490614.000000 Penalty: 6030.123535
	Iteration 49Q: 3 clusters Score -2.449061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24490624.000000 Penalty: 6030.123535
	Iteration 50Q: 3 clusters Score -2.449062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188786 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -24490596.000000 Penalty: 6030.123535
	Iteration 51Q: 3 clusters Score -2.44906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188818 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -24490580.000000 Penalty: 6030.123535
	Iteration 52Q: 3 clusters Score -2.449058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188846 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -24490546.000000 Penalty: 6030.123535
	Iteration 53Q: 3 clusters Score -2.449055e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188880 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -24490542.000000 Penalty: 6030.123535
	Iteration 54Q: 3 clusters Score -2.449054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -24490548.000000 Penalty: 6030.123535
	Iteration 55Q: 3 clusters Score -2.449055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188928 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -24490550.000000 Penalty: 6030.123535
	Iteration 56Q: 3 clusters Score -2.449055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188953 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -24490574.000000 Penalty: 6030.123535
	Iteration 57Q: 3 clusters Score -2.449057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188972 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -24490554.000000 Penalty: 6030.123535
	Iteration 58Q: 3 clusters Score -2.449055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24490570.000000 Penalty: 6030.123535
	Iteration 59Q: 3 clusters Score -2.449057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24490550.000000 Penalty: 6030.123535
	Iteration 60F: 3 clusters Score -2.449055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189022 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -24490548.000000 Penalty: 6030.123535
	Iteration 61Q: 3 clusters Score -2.449055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189026 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -24490554.000000 Penalty: 6030.123535
	Iteration 62Q: 3 clusters Score -2.449055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189036 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24490524.000000 Penalty: 6030.123535
	Iteration 63Q: 3 clusters Score -2.449052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189046 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -24490524.000000 Penalty: 6030.123535
	Iteration 64Q: 3 clusters Score -2.449052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189056 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24490504.000000 Penalty: 6030.123535
	Iteration 65Q: 3 clusters Score -2.44905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189071 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -24490520.000000 Penalty: 6030.123535
	Iteration 66Q: 3 clusters Score -2.449052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189086 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -24490496.000000 Penalty: 6030.123535
	Iteration 67Q: 3 clusters Score -2.44905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189099 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -24490500.000000 Penalty: 6030.123535
	Iteration 68Q: 3 clusters Score -2.44905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -24490470.000000 Penalty: 6030.123535
	Iteration 69Q: 3 clusters Score -2.449047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -24490486.000000 Penalty: 6030.123535
	Iteration 70Q: 3 clusters Score -2.449049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189127 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24490488.000000 Penalty: 6030.123535
	Iteration 71Q: 3 clusters Score -2.449049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -24490492.000000 Penalty: 6030.123535
	Iteration 72Q: 3 clusters Score -2.449049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189137 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -24490508.000000 Penalty: 6030.123535
	Iteration 73Q: 3 clusters Score -2.449051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -24490496.000000 Penalty: 6030.123535
	Iteration 74Q: 3 clusters Score -2.44905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -24490496.000000 Penalty: 6030.123535
	Iteration 75Q: 3 clusters Score -2.44905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -24490476.000000 Penalty: 6030.123535
	Iteration 76Q: 3 clusters Score -2.449048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24490474.000000 Penalty: 6030.123535
	Iteration 77Q: 3 clusters Score -2.449047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24490468.000000 Penalty: 6030.123535
	Iteration 78Q: 3 clusters Score -2.449047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189162 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -24490460.000000 Penalty: 6030.123535
	Iteration 79Q: 3 clusters Score -2.449046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24490470.000000 Penalty: 6030.123535
	Iteration 80F: 3 clusters Score -2.449047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -24490474.000000 Penalty: 6030.123535
	Iteration 81Q: 3 clusters Score -2.449047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24490444.000000 Penalty: 6030.123535
	Iteration 82Q: 3 clusters Score -2.449044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -24490442.000000 Penalty: 6030.123535
	Iteration 83Q: 3 clusters Score -2.449044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189188 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -24490430.000000 Penalty: 6030.123535
	Iteration 84Q: 3 clusters Score -2.449043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189190 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -24490430.000000 Penalty: 6030.123535
	Iteration 85Q: 3 clusters Score -2.449043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189194 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24490444.000000 Penalty: 6030.123535
	Iteration 86Q: 3 clusters Score -2.449044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -24490436.000000 Penalty: 6030.123535
	Iteration 87Q: 3 clusters Score -2.449044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -24490436.000000 Penalty: 6030.123535
	Iteration 88Q: 3 clusters Score -2.449044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -24490438.000000 Penalty: 6030.123535
	Iteration 89Q: 3 clusters Score -2.449044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24490430.000000 Penalty: 6030.123535
	Iteration 90Q: 3 clusters Score -2.449043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -24490446.000000 Penalty: 6030.123535
	Iteration 91Q: 3 clusters Score -2.449045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24490440.000000 Penalty: 6030.123535
	Iteration 92Q: 3 clusters Score -2.449044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24490426.000000 Penalty: 6030.123535
	Iteration 93Q: 3 clusters Score -2.449043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24490438.000000 Penalty: 6030.123535
	Iteration 94Q: 3 clusters Score -2.449044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24490438.000000 Penalty: 6030.123535
	Iteration 95F: 3 clusters Score -2.449044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -306962.750000 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -306962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -303936.343750 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -303936.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -304475.593750 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -304475.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -304664.312500 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -304664.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -304815.593750 Penalty: 3894.037842
	Iteration 3F: 3 clusters Score -304815.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -304900.437500 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -304900.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -304958.843750 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -304958.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -304998.500000 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -304998.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -305028.843750 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -305028.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -305049.562500 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -305049.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -305064.875000 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -305064.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -305078.781250 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -305078.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -305094.281250 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -305094.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -305107.906250 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -305107.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -305120.812500 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -305120.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -305132.218750 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -305132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -305140.468750 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -305140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305146.031250 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -305146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -305149.718750 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -305149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -305155.031250 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -305155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -305158.250000 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -305158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -305159.875000 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -305159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -305160.750000 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -305160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -305162.968750 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -305163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -305165.593750 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -305165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -305165.593750 Penalty: 3894.037842
	Iteration 24F: 3 clusters Score -305165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -310364.500000 Penalty: 1937.570068
	Iteration 0F: 2 clusters Score -310364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -307435.093750 Penalty: 3875.140137
	Iteration 0F: 3 clusters Score -307435.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307991.312500 Penalty: 3875.140137
	Iteration 1F: 3 clusters Score -307991.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -308125.843750 Penalty: 3875.140137
	Iteration 2F: 3 clusters Score -308125.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -308192.906250 Penalty: 3875.140137
	Iteration 3Q: 3 clusters Score -308192.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -308226.750000 Penalty: 3875.140137
	Iteration 4Q: 3 clusters Score -308226.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -308258.812500 Penalty: 3875.140137
	Iteration 5Q: 3 clusters Score -308258.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -308271.625000 Penalty: 3875.140137
	Iteration 6Q: 3 clusters Score -308271.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -308281.812500 Penalty: 3875.140137
	Iteration 7Q: 3 clusters Score -308281.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -308288.437500 Penalty: 3875.140137
	Iteration 8Q: 3 clusters Score -308288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -308290.093750 Penalty: 3875.140137
	Iteration 9Q: 3 clusters Score -308290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -308291.000000 Penalty: 3875.140137
	Iteration 10Q: 3 clusters Score -308291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -308294.375000 Penalty: 3875.140137
	Iteration 11Q: 3 clusters Score -308294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -308295.531250 Penalty: 3875.140137
	Iteration 12Q: 3 clusters Score -308295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -308296.750000 Penalty: 3875.140137
	Iteration 13Q: 3 clusters Score -308296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -308297.093750 Penalty: 3875.140137
	Iteration 14Q: 3 clusters Score -308297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -308297.812500 Penalty: 3875.140137
	Iteration 15Q: 3 clusters Score -308297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -308298.593750 Penalty: 3875.140137
	Iteration 16Q: 3 clusters Score -308298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -308298.593750 Penalty: 3875.140137
	Iteration 17F: 3 clusters Score -308298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (182175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182175 members 
Entering Unmasked Estep 
Score: -23296096.000000 Penalty: 3003.955322
	Iteration 0F: 2 clusters Score -2.32961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -23176902.000000 Penalty: 6007.910645
	Iteration 0F: 3 clusters Score -2.31769e+07 nChanged 87302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -23228978.000000 Penalty: 6007.910645
	Iteration 1F: 3 clusters Score -2.322898e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -23231380.000000 Penalty: 6007.910645
	Iteration 2Q: 3 clusters Score -2.323138e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -23235894.000000 Penalty: 6007.910645
	Iteration 3F: 3 clusters Score -2.323589e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -23244550.000000 Penalty: 6007.910645
	Iteration 4F: 3 clusters Score -2.324455e+07 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 134082 members 
Entering Unmasked Estep 
Score: -23257780.000000 Penalty: 6007.910645
	Iteration 5F: 3 clusters Score -2.325778e+07 nChanged 15724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -23272674.000000 Penalty: 6007.910645
	Iteration 6F: 3 clusters Score -2.327267e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -23284360.000000 Penalty: 6007.910645
	Iteration 7F: 3 clusters Score -2.328436e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -23290916.000000 Penalty: 6007.910645
	Iteration 8Q: 3 clusters Score -2.329092e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 165801 members 
Entering Unmasked Estep 
Score: -23293830.000000 Penalty: 6007.910645
	Iteration 9Q: 3 clusters Score -2.329383e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 167707 members 
Entering Unmasked Estep 
Score: -23294928.000000 Penalty: 6007.910645
	Iteration 10Q: 3 clusters Score -2.329493e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -23295520.000000 Penalty: 6007.910645
	Iteration 11Q: 3 clusters Score -2.329552e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -23295952.000000 Penalty: 6007.910645
	Iteration 12Q: 3 clusters Score -2.329595e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 172008 members 
Entering Unmasked Estep 
Score: -23296174.000000 Penalty: 6007.910645
	Iteration 13Q: 3 clusters Score -2.329617e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 173069 members 
Entering Unmasked Estep 
Score: -23296340.000000 Penalty: 6007.910645
	Iteration 14Q: 3 clusters Score -2.329634e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -23296346.000000 Penalty: 6007.910645
	Iteration 15Q: 3 clusters Score -2.329635e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 174727 members 
Entering Unmasked Estep 
Score: -23296314.000000 Penalty: 6007.910645
	Iteration 16Q: 3 clusters Score -2.329631e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 175391 members 
Entering Unmasked Estep 
Score: -23296158.000000 Penalty: 6007.910645
	Iteration 17Q: 3 clusters Score -2.329616e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -23296190.000000 Penalty: 6007.910645
	Iteration 18Q: 3 clusters Score -2.329619e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -23296244.000000 Penalty: 6007.910645
	Iteration 19Q: 3 clusters Score -2.329624e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -23296262.000000 Penalty: 6007.910645
	Iteration 20F: 3 clusters Score -2.329626e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 177263 members 
Entering Unmasked Estep 
Score: -23296158.000000 Penalty: 6007.910645
	Iteration 21Q: 3 clusters Score -2.329616e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -23296062.000000 Penalty: 6007.910645
	Iteration 22Q: 3 clusters Score -2.329606e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -23296084.000000 Penalty: 6007.910645
	Iteration 23Q: 3 clusters Score -2.329608e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 178115 members 
Entering Unmasked Estep 
Score: -23296038.000000 Penalty: 6007.910645
	Iteration 24Q: 3 clusters Score -2.329604e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 178336 members 
Entering Unmasked Estep 
Score: -23296006.000000 Penalty: 6007.910645
	Iteration 25Q: 3 clusters Score -2.329601e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -23295958.000000 Penalty: 6007.910645
	Iteration 26Q: 3 clusters Score -2.329596e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -23295932.000000 Penalty: 6007.910645
	Iteration 27Q: 3 clusters Score -2.329593e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 178863 members 
Entering Unmasked Estep 
Score: -23295918.000000 Penalty: 6007.910645
	Iteration 28Q: 3 clusters Score -2.329592e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 179013 members 
Entering Unmasked Estep 
Score: -23295876.000000 Penalty: 6007.910645
	Iteration 29Q: 3 clusters Score -2.329588e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 179128 members 
Entering Unmasked Estep 
Score: -23295792.000000 Penalty: 6007.910645
	Iteration 30Q: 3 clusters Score -2.329579e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -23295768.000000 Penalty: 6007.910645
	Iteration 31Q: 3 clusters Score -2.329577e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 179303 members 
Entering Unmasked Estep 
Score: -23295718.000000 Penalty: 6007.910645
	Iteration 32Q: 3 clusters Score -2.329572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 179368 members 
Entering Unmasked Estep 
Score: -23295680.000000 Penalty: 6007.910645
	Iteration 33Q: 3 clusters Score -2.329568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -23295668.000000 Penalty: 6007.910645
	Iteration 34Q: 3 clusters Score -2.329567e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 179476 members 
Entering Unmasked Estep 
Score: -23295660.000000 Penalty: 6007.910645
	Iteration 35Q: 3 clusters Score -2.329566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 179508 members 
Entering Unmasked Estep 
Score: -23295666.000000 Penalty: 6007.910645
	Iteration 36Q: 3 clusters Score -2.329567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 179542 members 
Entering Unmasked Estep 
Score: -23295654.000000 Penalty: 6007.910645
	Iteration 37Q: 3 clusters Score -2.329565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 179574 members 
Entering Unmasked Estep 
Score: -23295656.000000 Penalty: 6007.910645
	Iteration 38Q: 3 clusters Score -2.329566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -23295640.000000 Penalty: 6007.910645
	Iteration 39Q: 3 clusters Score -2.329564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 179620 members 
Entering Unmasked Estep 
Score: -23295634.000000 Penalty: 6007.910645
	Iteration 40F: 3 clusters Score -2.329563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 179640 members 
Entering Unmasked Estep 
Score: -23295628.000000 Penalty: 6007.910645
	Iteration 41Q: 3 clusters Score -2.329563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 179662 members 
Entering Unmasked Estep 
Score: -23295612.000000 Penalty: 6007.910645
	Iteration 42Q: 3 clusters Score -2.329561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -23295636.000000 Penalty: 6007.910645
	Iteration 43Q: 3 clusters Score -2.329564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -23295628.000000 Penalty: 6007.910645
	Iteration 44Q: 3 clusters Score -2.329563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 179711 members 
Entering Unmasked Estep 
Score: -23295606.000000 Penalty: 6007.910645
	Iteration 45Q: 3 clusters Score -2.329561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 179731 members 
Entering Unmasked Estep 
Score: -23295596.000000 Penalty: 6007.910645
	Iteration 46Q: 3 clusters Score -2.32956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 179749 members 
Entering Unmasked Estep 
Score: -23295596.000000 Penalty: 6007.910645
	Iteration 47Q: 3 clusters Score -2.32956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 179760 members 
Entering Unmasked Estep 
Score: -23295576.000000 Penalty: 6007.910645
	Iteration 48Q: 3 clusters Score -2.329558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 179772 members 
Entering Unmasked Estep 
Score: -23295568.000000 Penalty: 6007.910645
	Iteration 49Q: 3 clusters Score -2.329557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 179786 members 
Entering Unmasked Estep 
Score: -23295574.000000 Penalty: 6007.910645
	Iteration 50Q: 3 clusters Score -2.329557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 179800 members 
Entering Unmasked Estep 
Score: -23295594.000000 Penalty: 6007.910645
	Iteration 51Q: 3 clusters Score -2.329559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 179812 members 
Entering Unmasked Estep 
Score: -23295582.000000 Penalty: 6007.910645
	Iteration 52Q: 3 clusters Score -2.329558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -23295582.000000 Penalty: 6007.910645
	Iteration 53Q: 3 clusters Score -2.329558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -23295580.000000 Penalty: 6007.910645
	Iteration 54Q: 3 clusters Score -2.329558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 179836 members 
Entering Unmasked Estep 
Score: -23295590.000000 Penalty: 6007.910645
	Iteration 55Q: 3 clusters Score -2.329559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -23295592.000000 Penalty: 6007.910645
	Iteration 56Q: 3 clusters Score -2.329559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 179845 members 
Entering Unmasked Estep 
Score: -23295596.000000 Penalty: 6007.910645
	Iteration 57Q: 3 clusters Score -2.32956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 179846 members 
Entering Unmasked Estep 
Score: -23295598.000000 Penalty: 6007.910645
	Iteration 58Q: 3 clusters Score -2.32956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 179849 members 
Entering Unmasked Estep 
Score: -23295596.000000 Penalty: 6007.910645
	Iteration 59Q: 3 clusters Score -2.32956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -23295590.000000 Penalty: 6007.910645
	Iteration 60F: 3 clusters Score -2.329559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -23295590.000000 Penalty: 6007.910645
	Iteration 61Q: 3 clusters Score -2.329559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -23295610.000000 Penalty: 6007.910645
	Iteration 62Q: 3 clusters Score -2.329561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -23295610.000000 Penalty: 6007.910645
	Iteration 63Q: 3 clusters Score -2.329561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -23295602.000000 Penalty: 6007.910645
	Iteration 64Q: 3 clusters Score -2.32956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 179870 members 
Entering Unmasked Estep 
Score: -23295606.000000 Penalty: 6007.910645
	Iteration 65Q: 3 clusters Score -2.329561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -23295606.000000 Penalty: 6007.910645
	Iteration 66Q: 3 clusters Score -2.329561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 179881 members 
Entering Unmasked Estep 
Score: -23295612.000000 Penalty: 6007.910645
	Iteration 67Q: 3 clusters Score -2.329561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -23295586.000000 Penalty: 6007.910645
	Iteration 68Q: 3 clusters Score -2.329559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -23295606.000000 Penalty: 6007.910645
	Iteration 69Q: 3 clusters Score -2.329561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 179895 members 
Entering Unmasked Estep 
Score: -23295604.000000 Penalty: 6007.910645
	Iteration 70Q: 3 clusters Score -2.32956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 179899 members 
Entering Unmasked Estep 
Score: -23295596.000000 Penalty: 6007.910645
	Iteration 71Q: 3 clusters Score -2.32956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 179906 members 
Entering Unmasked Estep 
Score: -23295600.000000 Penalty: 6007.910645
	Iteration 72Q: 3 clusters Score -2.32956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 179912 members 
Entering Unmasked Estep 
Score: -23295602.000000 Penalty: 6007.910645
	Iteration 73Q: 3 clusters Score -2.32956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -23295614.000000 Penalty: 6007.910645
	Iteration 74Q: 3 clusters Score -2.329561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 179917 members 
Entering Unmasked Estep 
Score: -23295616.000000 Penalty: 6007.910645
	Iteration 75Q: 3 clusters Score -2.329562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 179918 members 
Entering Unmasked Estep 
Score: -23295616.000000 Penalty: 6007.910645
	Iteration 76Q: 3 clusters Score -2.329562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 179918 members 
Entering Unmasked Estep 
Score: -23295616.000000 Penalty: 6007.910645
	Iteration 77F: 3 clusters Score -2.329562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -228008.828125 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -228008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -225504.281250 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -225504.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -225873.718750 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -225873.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -225979.703125 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -225979.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226052.281250 Penalty: 3721.358154
	Iteration 3Q: 3 clusters Score -226052.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -226084.562500 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -226084.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -226100.671875 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -226100.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -226113.125000 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -226113.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226122.968750 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -226123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226130.281250 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -226130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226135.781250 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -226135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -226139.390625 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -226139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -226146.062500 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -226146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -226152.062500 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -226152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -226159.078125 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -226159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -226167.781250 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -226167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -226170.515625 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -226170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226172.515625 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -226172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -226173.593750 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -226173.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -226173.593750 Penalty: 3721.358154
	Iteration 18F: 3 clusters Score -226173.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Entering Unmasked Estep 
Score: -139307.609375 Penalty: 1791.196411
	Iteration 0F: 2 clusters Score -139307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137226.250000 Penalty: 3582.392822
	Iteration 0F: 3 clusters Score -137226.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138274.156250 Penalty: 3582.392822
	Iteration 1F: 3 clusters Score -138274.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -139143.515625 Penalty: 3582.392822
	Iteration 2F: 3 clusters Score -139143.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140148.765625 Penalty: 3582.392822
	Iteration 3F: 3 clusters Score -140148.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -140824.406250 Penalty: 3582.392822
	Iteration 4F: 3 clusters Score -140824.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -141565.187500 Penalty: 3582.392822
	Iteration 5F: 3 clusters Score -141565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -142084.281250 Penalty: 3582.392822
	Iteration 6Q: 3 clusters Score -142084.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -142532.718750 Penalty: 3582.392822
	Iteration 7Q: 3 clusters Score -142532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -142549.375000 Penalty: 3582.392822
	Iteration 8Q: 3 clusters Score -142549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -142549.375000 Penalty: 3582.392822
	Iteration 9F: 3 clusters Score -142549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 190519 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 182175 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 181587 members 
Mstep: Class 16 contains 194777 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 19 contains 173774 members 
Entering Unmasked Estep 
Score: -149620784.000000 Penalty: 62449.558594
Splitting cluster 13 changes total score from -149617280.000000 to -149620784.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (181587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181587 members 
Entering Unmasked Estep 
Score: -23120846.000000 Penalty: 3003.153564
	Iteration 0F: 2 clusters Score -2.312085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -23000780.000000 Penalty: 6006.307129
	Iteration 0F: 3 clusters Score -2.300078e+07 nChanged 87338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -23052080.000000 Penalty: 6006.307129
	Iteration 1F: 3 clusters Score -2.305208e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -23054886.000000 Penalty: 6006.307129
	Iteration 2Q: 3 clusters Score -2.305489e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -23059344.000000 Penalty: 6006.307129
	Iteration 3Q: 3 clusters Score -2.305934e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -23066434.000000 Penalty: 6006.307129
	Iteration 4F: 3 clusters Score -2.306643e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -23075408.000000 Penalty: 6006.307129
	Iteration 5F: 3 clusters Score -2.307541e+07 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87929 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -23084364.000000 Penalty: 6006.307129
	Iteration 6F: 3 clusters Score -2.308436e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -23091574.000000 Penalty: 6006.307129
	Iteration 7F: 3 clusters Score -2.309157e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -23095652.000000 Penalty: 6006.307129
	Iteration 8F: 3 clusters Score -2.309565e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -23097808.000000 Penalty: 6006.307129
	Iteration 9Q: 3 clusters Score -2.309781e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 104632 members 
Entering Unmasked Estep 
Score: -23099250.000000 Penalty: 6006.307129
	Iteration 10Q: 3 clusters Score -2.309925e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -23100654.000000 Penalty: 6006.307129
	Iteration 11Q: 3 clusters Score -2.310065e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -23102206.000000 Penalty: 6006.307129
	Iteration 12Q: 3 clusters Score -2.310221e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 114197 members 
Entering Unmasked Estep 
Score: -23104198.000000 Penalty: 6006.307129
	Iteration 13Q: 3 clusters Score -2.31042e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -23106718.000000 Penalty: 6006.307129
	Iteration 14Q: 3 clusters Score -2.310672e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 122775 members 
Entering Unmasked Estep 
Score: -23109334.000000 Penalty: 6006.307129
	Iteration 15Q: 3 clusters Score -2.310933e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -23111414.000000 Penalty: 6006.307129
	Iteration 16Q: 3 clusters Score -2.311141e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
Score: -23113158.000000 Penalty: 6006.307129
	Iteration 17Q: 3 clusters Score -2.311316e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -23114488.000000 Penalty: 6006.307129
	Iteration 18Q: 3 clusters Score -2.311449e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 137408 members 
Entering Unmasked Estep 
Score: -23115634.000000 Penalty: 6006.307129
	Iteration 19Q: 3 clusters Score -2.311563e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 140186 members 
Entering Unmasked Estep 
Score: -23116596.000000 Penalty: 6006.307129
	Iteration 20F: 3 clusters Score -2.31166e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -23117302.000000 Penalty: 6006.307129
	Iteration 21Q: 3 clusters Score -2.31173e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 144888 members 
Entering Unmasked Estep 
Score: -23118032.000000 Penalty: 6006.307129
	Iteration 22Q: 3 clusters Score -2.311803e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 146871 members 
Entering Unmasked Estep 
Score: -23118582.000000 Penalty: 6006.307129
	Iteration 23Q: 3 clusters Score -2.311858e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -23119054.000000 Penalty: 6006.307129
	Iteration 24Q: 3 clusters Score -2.311905e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -23119520.000000 Penalty: 6006.307129
	Iteration 25Q: 3 clusters Score -2.311952e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -23119946.000000 Penalty: 6006.307129
	Iteration 26Q: 3 clusters Score -2.311995e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 153168 members 
Entering Unmasked Estep 
Score: -23120184.000000 Penalty: 6006.307129
	Iteration 27Q: 3 clusters Score -2.312018e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -23120450.000000 Penalty: 6006.307129
	Iteration 28Q: 3 clusters Score -2.312045e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -23120666.000000 Penalty: 6006.307129
	Iteration 29Q: 3 clusters Score -2.312067e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -23121002.000000 Penalty: 6006.307129
	Iteration 30Q: 3 clusters Score -2.3121e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -23121144.000000 Penalty: 6006.307129
	Iteration 31Q: 3 clusters Score -2.312114e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 158143 members 
Entering Unmasked Estep 
Score: -23121302.000000 Penalty: 6006.307129
	Iteration 32Q: 3 clusters Score -2.31213e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 158854 members 
Entering Unmasked Estep 
Score: -23121334.000000 Penalty: 6006.307129
	Iteration 33Q: 3 clusters Score -2.312133e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -23121522.000000 Penalty: 6006.307129
	Iteration 34Q: 3 clusters Score -2.312152e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 160092 members 
Entering Unmasked Estep 
Score: -23121548.000000 Penalty: 6006.307129
	Iteration 35Q: 3 clusters Score -2.312155e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -23121642.000000 Penalty: 6006.307129
	Iteration 36Q: 3 clusters Score -2.312164e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -23121700.000000 Penalty: 6006.307129
	Iteration 37Q: 3 clusters Score -2.31217e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -23121706.000000 Penalty: 6006.307129
	Iteration 38Q: 3 clusters Score -2.312171e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 161909 members 
Entering Unmasked Estep 
Score: -23121722.000000 Penalty: 6006.307129
	Iteration 39Q: 3 clusters Score -2.312172e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 162311 members 
Entering Unmasked Estep 
Score: -23121794.000000 Penalty: 6006.307129
	Iteration 40F: 3 clusters Score -2.312179e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -23121770.000000 Penalty: 6006.307129
	Iteration 41Q: 3 clusters Score -2.312177e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -23121746.000000 Penalty: 6006.307129
	Iteration 42Q: 3 clusters Score -2.312175e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -23121768.000000 Penalty: 6006.307129
	Iteration 43Q: 3 clusters Score -2.312177e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -23121850.000000 Penalty: 6006.307129
	Iteration 44Q: 3 clusters Score -2.312185e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 163962 members 
Entering Unmasked Estep 
Score: -23121882.000000 Penalty: 6006.307129
	Iteration 45Q: 3 clusters Score -2.312188e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -23121932.000000 Penalty: 6006.307129
	Iteration 46Q: 3 clusters Score -2.312193e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -23121948.000000 Penalty: 6006.307129
	Iteration 47Q: 3 clusters Score -2.312195e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -23121998.000000 Penalty: 6006.307129
	Iteration 48Q: 3 clusters Score -2.3122e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -23122014.000000 Penalty: 6006.307129
	Iteration 49Q: 3 clusters Score -2.312201e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -23122034.000000 Penalty: 6006.307129
	Iteration 50Q: 3 clusters Score -2.312203e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -23122068.000000 Penalty: 6006.307129
	Iteration 51Q: 3 clusters Score -2.312207e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 165405 members 
Entering Unmasked Estep 
Score: -23122068.000000 Penalty: 6006.307129
	Iteration 52Q: 3 clusters Score -2.312207e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -23122082.000000 Penalty: 6006.307129
	Iteration 53Q: 3 clusters Score -2.312208e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 165619 members 
Entering Unmasked Estep 
Score: -23122098.000000 Penalty: 6006.307129
	Iteration 54Q: 3 clusters Score -2.31221e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 165712 members 
Entering Unmasked Estep 
Score: -23122110.000000 Penalty: 6006.307129
	Iteration 55Q: 3 clusters Score -2.312211e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 165804 members 
Entering Unmasked Estep 
Score: -23122146.000000 Penalty: 6006.307129
	Iteration 56Q: 3 clusters Score -2.312215e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 165886 members 
Entering Unmasked Estep 
Score: -23122132.000000 Penalty: 6006.307129
	Iteration 57Q: 3 clusters Score -2.312213e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -23122142.000000 Penalty: 6006.307129
	Iteration 58Q: 3 clusters Score -2.312214e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -23122140.000000 Penalty: 6006.307129
	Iteration 59Q: 3 clusters Score -2.312214e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 166135 members 
Entering Unmasked Estep 
Score: -23122154.000000 Penalty: 6006.307129
	Iteration 60F: 3 clusters Score -2.312215e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -23122128.000000 Penalty: 6006.307129
	Iteration 61Q: 3 clusters Score -2.312213e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 166313 members 
Entering Unmasked Estep 
Score: -23122128.000000 Penalty: 6006.307129
	Iteration 62Q: 3 clusters Score -2.312213e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -23122092.000000 Penalty: 6006.307129
	Iteration 63Q: 3 clusters Score -2.312209e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -23122096.000000 Penalty: 6006.307129
	Iteration 64Q: 3 clusters Score -2.31221e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 166515 members 
Entering Unmasked Estep 
Score: -23122134.000000 Penalty: 6006.307129
	Iteration 65Q: 3 clusters Score -2.312213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 166571 members 
Entering Unmasked Estep 
Score: -23122112.000000 Penalty: 6006.307129
	Iteration 66Q: 3 clusters Score -2.312211e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 166637 members 
Entering Unmasked Estep 
Score: -23122082.000000 Penalty: 6006.307129
	Iteration 67Q: 3 clusters Score -2.312208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 166706 members 
Entering Unmasked Estep 
Score: -23122126.000000 Penalty: 6006.307129
	Iteration 68Q: 3 clusters Score -2.312213e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 166760 members 
Entering Unmasked Estep 
Score: -23122116.000000 Penalty: 6006.307129
	Iteration 69Q: 3 clusters Score -2.312212e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 166818 members 
Entering Unmasked Estep 
Score: -23122096.000000 Penalty: 6006.307129
	Iteration 70Q: 3 clusters Score -2.31221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -23122070.000000 Penalty: 6006.307129
	Iteration 71Q: 3 clusters Score -2.312207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 166920 members 
Entering Unmasked Estep 
Score: -23122060.000000 Penalty: 6006.307129
	Iteration 72Q: 3 clusters Score -2.312206e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -23122058.000000 Penalty: 6006.307129
	Iteration 73Q: 3 clusters Score -2.312206e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -23122060.000000 Penalty: 6006.307129
	Iteration 74Q: 3 clusters Score -2.312206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -23122058.000000 Penalty: 6006.307129
	Iteration 75Q: 3 clusters Score -2.312206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 167098 members 
Entering Unmasked Estep 
Score: -23122060.000000 Penalty: 6006.307129
	Iteration 76Q: 3 clusters Score -2.312206e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -23122090.000000 Penalty: 6006.307129
	Iteration 77Q: 3 clusters Score -2.312209e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -23122090.000000 Penalty: 6006.307129
	Iteration 78Q: 3 clusters Score -2.312209e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 167260 members 
Entering Unmasked Estep 
Score: -23122094.000000 Penalty: 6006.307129
	Iteration 79Q: 3 clusters Score -2.312209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -23122092.000000 Penalty: 6006.307129
	Iteration 80F: 3 clusters Score -2.312209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 167340 members 
Entering Unmasked Estep 
Score: -23122092.000000 Penalty: 6006.307129
	Iteration 81Q: 3 clusters Score -2.312209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 167369 members 
Entering Unmasked Estep 
Score: -23122088.000000 Penalty: 6006.307129
	Iteration 82Q: 3 clusters Score -2.312209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -23122072.000000 Penalty: 6006.307129
	Iteration 83Q: 3 clusters Score -2.312207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 167420 members 
Entering Unmasked Estep 
Score: -23122096.000000 Penalty: 6006.307129
	Iteration 84Q: 3 clusters Score -2.31221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 167452 members 
Entering Unmasked Estep 
Score: -23122090.000000 Penalty: 6006.307129
	Iteration 85Q: 3 clusters Score -2.312209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 167489 members 
Entering Unmasked Estep 
Score: -23122090.000000 Penalty: 6006.307129
	Iteration 86Q: 3 clusters Score -2.312209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -23122100.000000 Penalty: 6006.307129
	Iteration 87Q: 3 clusters Score -2.31221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 167559 members 
Entering Unmasked Estep 
Score: -23122116.000000 Penalty: 6006.307129
	Iteration 88Q: 3 clusters Score -2.312212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 167583 members 
Entering Unmasked Estep 
Score: -23122122.000000 Penalty: 6006.307129
	Iteration 89Q: 3 clusters Score -2.312212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -23122110.000000 Penalty: 6006.307129
	Iteration 90Q: 3 clusters Score -2.312211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 167630 members 
Entering Unmasked Estep 
Score: -23122104.000000 Penalty: 6006.307129
	Iteration 91Q: 3 clusters Score -2.31221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -23122102.000000 Penalty: 6006.307129
	Iteration 92Q: 3 clusters Score -2.31221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 167671 members 
Entering Unmasked Estep 
Score: -23122128.000000 Penalty: 6006.307129
	Iteration 93Q: 3 clusters Score -2.312213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -23122116.000000 Penalty: 6006.307129
	Iteration 94Q: 3 clusters Score -2.312212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 167699 members 
Entering Unmasked Estep 
Score: -23122120.000000 Penalty: 6006.307129
	Iteration 95Q: 3 clusters Score -2.312212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -23122098.000000 Penalty: 6006.307129
	Iteration 96Q: 3 clusters Score -2.31221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -23122122.000000 Penalty: 6006.307129
	Iteration 97Q: 3 clusters Score -2.312212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -23122116.000000 Penalty: 6006.307129
	Iteration 98Q: 3 clusters Score -2.312212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 167764 members 
Entering Unmasked Estep 
Score: -23122150.000000 Penalty: 6006.307129
	Iteration 99Q: 3 clusters Score -2.312215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -23122132.000000 Penalty: 6006.307129
	Iteration 100F: 3 clusters Score -2.312213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 167793 members 
Entering Unmasked Estep 
Score: -23122136.000000 Penalty: 6006.307129
	Iteration 101Q: 3 clusters Score -2.312214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 167803 members 
Entering Unmasked Estep 
Score: -23122138.000000 Penalty: 6006.307129
	Iteration 102Q: 3 clusters Score -2.312214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 167818 members 
Entering Unmasked Estep 
Score: -23122112.000000 Penalty: 6006.307129
	Iteration 103Q: 3 clusters Score -2.312211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -23122094.000000 Penalty: 6006.307129
	Iteration 104Q: 3 clusters Score -2.312209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -23122100.000000 Penalty: 6006.307129
	Iteration 105Q: 3 clusters Score -2.31221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 167880 members 
Entering Unmasked Estep 
Score: -23122092.000000 Penalty: 6006.307129
	Iteration 106Q: 3 clusters Score -2.312209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -23122104.000000 Penalty: 6006.307129
	Iteration 107Q: 3 clusters Score -2.31221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -23122102.000000 Penalty: 6006.307129
	Iteration 108Q: 3 clusters Score -2.31221e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -23122100.000000 Penalty: 6006.307129
	Iteration 109Q: 3 clusters Score -2.31221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -23122112.000000 Penalty: 6006.307129
	Iteration 110Q: 3 clusters Score -2.312211e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -23122086.000000 Penalty: 6006.307129
	Iteration 111Q: 3 clusters Score -2.312209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 168081 members 
Entering Unmasked Estep 
Score: -23122144.000000 Penalty: 6006.307129
	Iteration 112Q: 3 clusters Score -2.312214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -23122156.000000 Penalty: 6006.307129
	Iteration 113Q: 3 clusters Score -2.312216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 168133 members 
Entering Unmasked Estep 
Score: -23122162.000000 Penalty: 6006.307129
	Iteration 114Q: 3 clusters Score -2.312216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 168154 members 
Entering Unmasked Estep 
Score: -23122160.000000 Penalty: 6006.307129
	Iteration 115Q: 3 clusters Score -2.312216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 168166 members 
Entering Unmasked Estep 
Score: -23122150.000000 Penalty: 6006.307129
	Iteration 116Q: 3 clusters Score -2.312215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 168179 members 
Entering Unmasked Estep 
Score: -23122150.000000 Penalty: 6006.307129
	Iteration 117Q: 3 clusters Score -2.312215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -23122158.000000 Penalty: 6006.307129
	Iteration 118Q: 3 clusters Score -2.312216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -23122156.000000 Penalty: 6006.307129
	Iteration 119Q: 3 clusters Score -2.312216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 168229 members 
Entering Unmasked Estep 
Score: -23122140.000000 Penalty: 6006.307129
	Iteration 120F: 3 clusters Score -2.312214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -23122132.000000 Penalty: 6006.307129
	Iteration 121Q: 3 clusters Score -2.312213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 168257 members 
Entering Unmasked Estep 
Score: -23122134.000000 Penalty: 6006.307129
	Iteration 122Q: 3 clusters Score -2.312213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -23122138.000000 Penalty: 6006.307129
	Iteration 123Q: 3 clusters Score -2.312214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 168291 members 
Entering Unmasked Estep 
Score: -23122120.000000 Penalty: 6006.307129
	Iteration 124Q: 3 clusters Score -2.312212e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 168306 members 
Entering Unmasked Estep 
Score: -23122140.000000 Penalty: 6006.307129
	Iteration 125Q: 3 clusters Score -2.312214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 168326 members 
Entering Unmasked Estep 
Score: -23122146.000000 Penalty: 6006.307129
	Iteration 126Q: 3 clusters Score -2.312215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -23122154.000000 Penalty: 6006.307129
	Iteration 127Q: 3 clusters Score -2.312215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -23122144.000000 Penalty: 6006.307129
	Iteration 128Q: 3 clusters Score -2.312214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -23122132.000000 Penalty: 6006.307129
	Iteration 129Q: 3 clusters Score -2.312213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -23122134.000000 Penalty: 6006.307129
	Iteration 130Q: 3 clusters Score -2.312213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 168414 members 
Entering Unmasked Estep 
Score: -23122156.000000 Penalty: 6006.307129
	Iteration 131Q: 3 clusters Score -2.312216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 168429 members 
Entering Unmasked Estep 
Score: -23122180.000000 Penalty: 6006.307129
	Iteration 132Q: 3 clusters Score -2.312218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -23122148.000000 Penalty: 6006.307129
	Iteration 133Q: 3 clusters Score -2.312215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -23122140.000000 Penalty: 6006.307129
	Iteration 134Q: 3 clusters Score -2.312214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -23122144.000000 Penalty: 6006.307129
	Iteration 135Q: 3 clusters Score -2.312214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -23122122.000000 Penalty: 6006.307129
	Iteration 136Q: 3 clusters Score -2.312212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -23122148.000000 Penalty: 6006.307129
	Iteration 137Q: 3 clusters Score -2.312215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 168528 members 
Entering Unmasked Estep 
Score: -23122168.000000 Penalty: 6006.307129
	Iteration 138Q: 3 clusters Score -2.312217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -23122136.000000 Penalty: 6006.307129
	Iteration 139Q: 3 clusters Score -2.312214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 168542 members 
Entering Unmasked Estep 
Score: -23122106.000000 Penalty: 6006.307129
	Iteration 140F: 3 clusters Score -2.312211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 168551 members 
Entering Unmasked Estep 
Score: -23122110.000000 Penalty: 6006.307129
	Iteration 141Q: 3 clusters Score -2.312211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -23122116.000000 Penalty: 6006.307129
	Iteration 142Q: 3 clusters Score -2.312212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -23122110.000000 Penalty: 6006.307129
	Iteration 143Q: 3 clusters Score -2.312211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 168587 members 
Entering Unmasked Estep 
Score: -23122112.000000 Penalty: 6006.307129
	Iteration 144Q: 3 clusters Score -2.312211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -23122136.000000 Penalty: 6006.307129
	Iteration 145Q: 3 clusters Score -2.312214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -23122098.000000 Penalty: 6006.307129
	Iteration 146Q: 3 clusters Score -2.31221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 168619 members 
Entering Unmasked Estep 
Score: -23122100.000000 Penalty: 6006.307129
	Iteration 147Q: 3 clusters Score -2.31221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 168627 members 
Entering Unmasked Estep 
Score: -23122120.000000 Penalty: 6006.307129
	Iteration 148Q: 3 clusters Score -2.312212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -23122136.000000 Penalty: 6006.307129
	Iteration 149Q: 3 clusters Score -2.312214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 168636 members 
Entering Unmasked Estep 
Score: -23122130.000000 Penalty: 6006.307129
	Iteration 150Q: 3 clusters Score -2.312213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -23122128.000000 Penalty: 6006.307129
	Iteration 151Q: 3 clusters Score -2.312213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -23122128.000000 Penalty: 6006.307129
	Iteration 152F: 3 clusters Score -2.312213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 190519 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 182175 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 194777 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 168638 members 
Mstep: Class 19 contains 173774 members 
Entering Unmasked Estep 
Score: -149620544.000000 Penalty: 65918.976562
Splitting cluster 15 changes total score from -149617280.000000 to -149620544.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 16 (194777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194777 members 
Entering Unmasked Estep 
Score: -24962400.000000 Penalty: 3020.543457
	Iteration 0F: 2 clusters Score -2.49624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 97090 members 
Entering Unmasked Estep 
Score: -24842868.000000 Penalty: 6041.086914
	Iteration 0F: 3 clusters Score -2.484287e+07 nChanged 93559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -24898082.000000 Penalty: 6041.086914
	Iteration 1F: 3 clusters Score -2.489808e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -24899570.000000 Penalty: 6041.086914
	Iteration 2Q: 3 clusters Score -2.489957e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -24901302.000000 Penalty: 6041.086914
	Iteration 3Q: 3 clusters Score -2.49013e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -24904808.000000 Penalty: 6041.086914
	Iteration 4Q: 3 clusters Score -2.490481e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -24911496.000000 Penalty: 6041.086914
	Iteration 5F: 3 clusters Score -2.49115e+07 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -24923522.000000 Penalty: 6041.086914
	Iteration 6F: 3 clusters Score -2.492352e+07 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -24939674.000000 Penalty: 6041.086914
	Iteration 7F: 3 clusters Score -2.493967e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -24952552.000000 Penalty: 6041.086914
	Iteration 8F: 3 clusters Score -2.495255e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183931 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -24958292.000000 Penalty: 6041.086914
	Iteration 9Q: 3 clusters Score -2.495829e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188659 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -24960324.000000 Penalty: 6041.086914
	Iteration 10Q: 3 clusters Score -2.496032e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190817 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -24960790.000000 Penalty: 6041.086914
	Iteration 11Q: 3 clusters Score -2.496079e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191794 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -24961006.000000 Penalty: 6041.086914
	Iteration 12Q: 3 clusters Score -2.496101e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192232 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -24961074.000000 Penalty: 6041.086914
	Iteration 13Q: 3 clusters Score -2.496107e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192483 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -24961176.000000 Penalty: 6041.086914
	Iteration 14Q: 3 clusters Score -2.496118e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192653 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -24961220.000000 Penalty: 6041.086914
	Iteration 15Q: 3 clusters Score -2.496122e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -24961154.000000 Penalty: 6041.086914
	Iteration 16Q: 3 clusters Score -2.496115e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192836 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -24961116.000000 Penalty: 6041.086914
	Iteration 17Q: 3 clusters Score -2.496112e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192897 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -24961110.000000 Penalty: 6041.086914
	Iteration 18Q: 3 clusters Score -2.496111e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -24961148.000000 Penalty: 6041.086914
	Iteration 19Q: 3 clusters Score -2.496115e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -24961154.000000 Penalty: 6041.086914
	Iteration 20F: 3 clusters Score -2.496115e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192997 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -24961194.000000 Penalty: 6041.086914
	Iteration 21Q: 3 clusters Score -2.496119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193018 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -24961214.000000 Penalty: 6041.086914
	Iteration 22Q: 3 clusters Score -2.496121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193035 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -24961226.000000 Penalty: 6041.086914
	Iteration 23Q: 3 clusters Score -2.496123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193053 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -24961238.000000 Penalty: 6041.086914
	Iteration 24Q: 3 clusters Score -2.496124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193063 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -24961254.000000 Penalty: 6041.086914
	Iteration 25Q: 3 clusters Score -2.496125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193072 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -24961206.000000 Penalty: 6041.086914
	Iteration 26Q: 3 clusters Score -2.496121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193081 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -24961228.000000 Penalty: 6041.086914
	Iteration 27Q: 3 clusters Score -2.496123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193091 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -24961210.000000 Penalty: 6041.086914
	Iteration 28Q: 3 clusters Score -2.496121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193098 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -24961204.000000 Penalty: 6041.086914
	Iteration 29Q: 3 clusters Score -2.49612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193102 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -24961212.000000 Penalty: 6041.086914
	Iteration 30Q: 3 clusters Score -2.496121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193105 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24961210.000000 Penalty: 6041.086914
	Iteration 31Q: 3 clusters Score -2.496121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -24961210.000000 Penalty: 6041.086914
	Iteration 32Q: 3 clusters Score -2.496121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24961192.000000 Penalty: 6041.086914
	Iteration 33Q: 3 clusters Score -2.496119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193112 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -24961212.000000 Penalty: 6041.086914
	Iteration 34Q: 3 clusters Score -2.496121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193123 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -24961182.000000 Penalty: 6041.086914
	Iteration 35Q: 3 clusters Score -2.496118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193128 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -24961174.000000 Penalty: 6041.086914
	Iteration 36Q: 3 clusters Score -2.496117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193132 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24961190.000000 Penalty: 6041.086914
	Iteration 37Q: 3 clusters Score -2.496119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193134 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -24961188.000000 Penalty: 6041.086914
	Iteration 38Q: 3 clusters Score -2.496119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193137 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -24961198.000000 Penalty: 6041.086914
	Iteration 39Q: 3 clusters Score -2.49612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193140 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -24961192.000000 Penalty: 6041.086914
	Iteration 40F: 3 clusters Score -2.496119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193142 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -24961184.000000 Penalty: 6041.086914
	Iteration 41Q: 3 clusters Score -2.496118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193144 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24961180.000000 Penalty: 6041.086914
	Iteration 42Q: 3 clusters Score -2.496118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -24961176.000000 Penalty: 6041.086914
	Iteration 43Q: 3 clusters Score -2.496118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193154 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -24961160.000000 Penalty: 6041.086914
	Iteration 44Q: 3 clusters Score -2.496116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193156 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24961158.000000 Penalty: 6041.086914
	Iteration 45Q: 3 clusters Score -2.496116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193156 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24961154.000000 Penalty: 6041.086914
	Iteration 46Q: 3 clusters Score -2.496115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24961144.000000 Penalty: 6041.086914
	Iteration 47Q: 3 clusters Score -2.496114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193160 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -24961156.000000 Penalty: 6041.086914
	Iteration 48Q: 3 clusters Score -2.496116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24961138.000000 Penalty: 6041.086914
	Iteration 49Q: 3 clusters Score -2.496114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193159 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -24961152.000000 Penalty: 6041.086914
	Iteration 50Q: 3 clusters Score -2.496115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193159 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -24961144.000000 Penalty: 6041.086914
	Iteration 51Q: 3 clusters Score -2.496114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193158 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -24961156.000000 Penalty: 6041.086914
	Iteration 52Q: 3 clusters Score -2.496116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193161 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -24961156.000000 Penalty: 6041.086914
	Iteration 53Q: 3 clusters Score -2.496116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193162 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24961148.000000 Penalty: 6041.086914
	Iteration 54Q: 3 clusters Score -2.496115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193163 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24961138.000000 Penalty: 6041.086914
	Iteration 55Q: 3 clusters Score -2.496114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193165 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -24961152.000000 Penalty: 6041.086914
	Iteration 56Q: 3 clusters Score -2.496115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193168 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24961132.000000 Penalty: 6041.086914
	Iteration 57Q: 3 clusters Score -2.496113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193170 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -24961138.000000 Penalty: 6041.086914
	Iteration 58Q: 3 clusters Score -2.496114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193171 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -24961132.000000 Penalty: 6041.086914
	Iteration 59Q: 3 clusters Score -2.496113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -24961136.000000 Penalty: 6041.086914
	Iteration 60F: 3 clusters Score -2.496114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193175 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -24961144.000000 Penalty: 6041.086914
	Iteration 61Q: 3 clusters Score -2.496114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193180 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24961126.000000 Penalty: 6041.086914
	Iteration 62Q: 3 clusters Score -2.496113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193185 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -24961132.000000 Penalty: 6041.086914
	Iteration 63Q: 3 clusters Score -2.496113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24961142.000000 Penalty: 6041.086914
	Iteration 64Q: 3 clusters Score -2.496114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24961146.000000 Penalty: 6041.086914
	Iteration 65Q: 3 clusters Score -2.496115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193190 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -24961142.000000 Penalty: 6041.086914
	Iteration 66Q: 3 clusters Score -2.496114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24961142.000000 Penalty: 6041.086914
	Iteration 67Q: 3 clusters Score -2.496114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24961146.000000 Penalty: 6041.086914
	Iteration 68Q: 3 clusters Score -2.496115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24961148.000000 Penalty: 6041.086914
	Iteration 69Q: 3 clusters Score -2.496115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193193 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -24961148.000000 Penalty: 6041.086914
	Iteration 70Q: 3 clusters Score -2.496115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -24961138.000000 Penalty: 6041.086914
	Iteration 71Q: 3 clusters Score -2.496114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -24961138.000000 Penalty: 6041.086914
	Iteration 72F: 3 clusters Score -2.496114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -79857.390625 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -79857.39 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 363 members 
Entering Unmasked Estep 
Score: -78129.929688 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -78129.93 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78419.546875 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -78419.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78735.625000 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -78735.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79386.390625 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -79386.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79746.234375 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -79746.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80032.375000 Penalty: 3257.069580
	Iteration 5F: 3 clusters Score -80032.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -80145.617188 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -80145.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -80217.906250 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -80217.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -80300.046875 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -80300.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -80328.960938 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -80328.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80336.726562 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -80336.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80336.726562 Penalty: 3257.069580
	Iteration 11F: 3 clusters Score -80336.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 46523 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 190519 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 182175 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 194777 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 18 contains 168638 members 
Mstep: Class 19 contains 173774 members 
Mstep: Class 20 contains 136 members 
Entering Unmasked Estep 
Score: -149619216.000000 Penalty: 69388.398438
Splitting cluster 17 changes total score from -149617280.000000 to -149619216.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (173774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173774 members 
Entering Unmasked Estep 
Score: -22266976.000000 Penalty: 2992.246582
	Iteration 0F: 2 clusters Score -2.226698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -22152514.000000 Penalty: 5984.493164
	Iteration 0F: 3 clusters Score -2.215251e+07 nChanged 83209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -22200446.000000 Penalty: 5984.493164
	Iteration 1F: 3 clusters Score -2.220045e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -22201686.000000 Penalty: 5984.493164
	Iteration 2Q: 3 clusters Score -2.220169e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98024 members 
Mstep: Class 2 contains 75750 members 
Entering Unmasked Estep 
Score: -22203382.000000 Penalty: 5984.493164
	Iteration 3Q: 3 clusters Score -2.220338e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -22206456.000000 Penalty: 5984.493164
	Iteration 4Q: 3 clusters Score -2.220646e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -22212212.000000 Penalty: 5984.493164
	Iteration 5F: 3 clusters Score -2.221221e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -22221886.000000 Penalty: 5984.493164
	Iteration 6F: 3 clusters Score -2.222189e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -22235022.000000 Penalty: 5984.493164
	Iteration 7F: 3 clusters Score -2.223502e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -22247598.000000 Penalty: 5984.493164
	Iteration 8F: 3 clusters Score -2.22476e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -22256082.000000 Penalty: 5984.493164
	Iteration 9F: 3 clusters Score -2.225608e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -22260380.000000 Penalty: 5984.493164
	Iteration 10Q: 3 clusters Score -2.226038e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22262380.000000 Penalty: 5984.493164
	Iteration 11Q: 3 clusters Score -2.226238e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22263372.000000 Penalty: 5984.493164
	Iteration 12Q: 3 clusters Score -2.226337e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22263810.000000 Penalty: 5984.493164
	Iteration 13Q: 3 clusters Score -2.226381e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172858 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22264028.000000 Penalty: 5984.493164
	Iteration 14Q: 3 clusters Score -2.226403e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22264156.000000 Penalty: 5984.493164
	Iteration 15Q: 3 clusters Score -2.226416e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22264250.000000 Penalty: 5984.493164
	Iteration 16Q: 3 clusters Score -2.226425e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173089 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22264294.000000 Penalty: 5984.493164
	Iteration 17Q: 3 clusters Score -2.226429e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173117 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22264364.000000 Penalty: 5984.493164
	Iteration 18Q: 3 clusters Score -2.226436e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173137 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22264400.000000 Penalty: 5984.493164
	Iteration 19Q: 3 clusters Score -2.22644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22264422.000000 Penalty: 5984.493164
	Iteration 20F: 3 clusters Score -2.226442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173166 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -22264446.000000 Penalty: 5984.493164
	Iteration 21Q: 3 clusters Score -2.226445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -22264462.000000 Penalty: 5984.493164
	Iteration 22Q: 3 clusters Score -2.226446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173181 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22264476.000000 Penalty: 5984.493164
	Iteration 23Q: 3 clusters Score -2.226448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22264478.000000 Penalty: 5984.493164
	Iteration 24Q: 3 clusters Score -2.226448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173195 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22264482.000000 Penalty: 5984.493164
	Iteration 25Q: 3 clusters Score -2.226448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -22264478.000000 Penalty: 5984.493164
	Iteration 26Q: 3 clusters Score -2.226448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173204 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22264504.000000 Penalty: 5984.493164
	Iteration 27Q: 3 clusters Score -2.22645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22264526.000000 Penalty: 5984.493164
	Iteration 28Q: 3 clusters Score -2.226453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173219 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -22264506.000000 Penalty: 5984.493164
	Iteration 29Q: 3 clusters Score -2.226451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -22264496.000000 Penalty: 5984.493164
	Iteration 30Q: 3 clusters Score -2.22645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173229 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22264504.000000 Penalty: 5984.493164
	Iteration 31Q: 3 clusters Score -2.22645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22264494.000000 Penalty: 5984.493164
	Iteration 32Q: 3 clusters Score -2.226449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22264494.000000 Penalty: 5984.493164
	Iteration 33F: 3 clusters Score -2.226449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 20709 members 
Mstep: Class 7 contains 190519 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 182175 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 194777 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 19 contains 173774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1130.219604 but Gain 3469.421875
Score: -149624288.000000 Penalty: 65918.976562
Iteration 39Q: 20 clusters Score -1.496243e+08 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 181758 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 46494 members 
Mstep: Class 4 contains 4403 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20796 members 
Mstep: Class 7 contains 189780 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 182695 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 13842 members 
Mstep: Class 16 contains 194961 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 18 contains 167688 members 
Mstep: Class 19 contains 174345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149627376.000000 Penalty: 65918.976562
Iteration 40F: 20 clusters Score -1.496274e+08 nChanged 17629
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181238 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 46721 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 187611 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 180985 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 194841 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 172072 members 
Mstep: Class 19 contains 174221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149630224.000000 Penalty: 65918.976562
Iteration 41Q: 20 clusters Score -1.496302e+08 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 46889 members 
Mstep: Class 4 contains 3838 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20638 members 
Mstep: Class 7 contains 185160 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 179931 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 194853 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 175742 members 
Mstep: Class 19 contains 173997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149632448.000000 Penalty: 65918.976562
Iteration 42Q: 20 clusters Score -1.496324e+08 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181028 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 46965 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20706 members 
Mstep: Class 7 contains 182756 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2463 members 
Mstep: Class 11 contains 179110 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 15112 members 
Mstep: Class 16 contains 194924 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 178929 members 
Mstep: Class 19 contains 173647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149634528.000000 Penalty: 65918.976562
Iteration 43Q: 20 clusters Score -1.496345e+08 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181045 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 47038 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20795 members 
Mstep: Class 7 contains 180450 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 178617 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 15514 members 
Mstep: Class 16 contains 195117 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 181615 members 
Mstep: Class 19 contains 173191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149636720.000000 Penalty: 65918.976562
Iteration 44Q: 20 clusters Score -1.496367e+08 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 47085 members 
Mstep: Class 4 contains 3166 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20869 members 
Mstep: Class 7 contains 178508 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 178302 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 15914 members 
Mstep: Class 16 contains 195324 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 183849 members 
Mstep: Class 19 contains 172549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149637920.000000 Penalty: 65918.976562
Iteration 45Q: 20 clusters Score -1.496379e+08 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181268 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 47093 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20939 members 
Mstep: Class 7 contains 176897 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 177949 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16335 members 
Mstep: Class 16 contains 195516 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 185837 members 
Mstep: Class 19 contains 171877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149638656.000000 Penalty: 65918.976562
Iteration 46Q: 20 clusters Score -1.496387e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181328 members 
Mstep: Class 2 contains 3013 members 
Mstep: Class 3 contains 47119 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21019 members 
Mstep: Class 7 contains 175606 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 177698 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16770 members 
Mstep: Class 16 contains 195584 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 187597 members 
Mstep: Class 19 contains 171128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3390.447754 but Gain 3469.417969
Score: -149639440.000000 Penalty: 62449.558594
Iteration 47Q: 19 clusters Score -1.496394e+08 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181533 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 47131 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21126 members 
Mstep: Class 7 contains 174773 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2465 members 
Mstep: Class 11 contains 177564 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 195694 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 189252 members 
Mstep: Class 19 contains 172433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149643184.000000 Penalty: 62449.558594
Iteration 48Q: 19 clusters Score -1.496432e+08 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 47117 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21250 members 
Mstep: Class 7 contains 174042 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 176868 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 16 contains 195620 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 190803 members 
Mstep: Class 19 contains 172147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149644528.000000 Penalty: 62449.558594
Iteration 49Q: 19 clusters Score -1.496445e+08 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 47140 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21359 members 
Mstep: Class 7 contains 173677 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2463 members 
Mstep: Class 11 contains 176293 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17949 members 
Mstep: Class 16 contains 195525 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 192055 members 
Mstep: Class 19 contains 171754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149645792.000000 Penalty: 62449.558594
Iteration 50Q: 19 clusters Score -1.496458e+08 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 180517 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 47132 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21482 members 
Mstep: Class 7 contains 173601 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2463 members 
Mstep: Class 11 contains 175862 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18331 members 
Mstep: Class 16 contains 195378 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 193010 members 
Mstep: Class 19 contains 171307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149646304.000000 Penalty: 62449.558594
Iteration 51Q: 19 clusters Score -1.496463e+08 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 180235 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21598 members 
Mstep: Class 7 contains 173645 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 175474 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18747 members 
Mstep: Class 16 contains 195134 members 
Mstep: Class 17 contains 658 members 
Mstep: Class 18 contains 193770 members 
Mstep: Class 19 contains 170904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149647296.000000 Penalty: 62449.558594
Iteration 52Q: 19 clusters Score -1.496473e+08 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 179924 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21719 members 
Mstep: Class 7 contains 173920 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 175130 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 194876 members 
Mstep: Class 17 contains 658 members 
Mstep: Class 18 contains 194302 members 
Mstep: Class 19 contains 170508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149648512.000000 Penalty: 62449.558594
Iteration 53Q: 19 clusters Score -1.496485e+08 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 3256 members 
Mstep: Class 3 contains 46969 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21818 members 
Mstep: Class 7 contains 174241 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 174853 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19573 members 
Mstep: Class 16 contains 194651 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 194694 members 
Mstep: Class 19 contains 170074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149649136.000000 Penalty: 62449.558594
Iteration 54Q: 19 clusters Score -1.496491e+08 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 179383 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 46986 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21914 members 
Mstep: Class 7 contains 174578 members 
Mstep: Class 8 contains 2435 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 174645 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19928 members 
Mstep: Class 16 contains 194380 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195046 members 
Mstep: Class 19 contains 169651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149649968.000000 Penalty: 62449.558594
Iteration 55Q: 19 clusters Score -1.4965e+08 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 179160 members 
Mstep: Class 2 contains 3297 members 
Mstep: Class 3 contains 47028 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 174948 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 174482 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20257 members 
Mstep: Class 16 contains 194104 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195249 members 
Mstep: Class 19 contains 169246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149650752.000000 Penalty: 62449.558594
Iteration 56Q: 19 clusters Score -1.496508e+08 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 179020 members 
Mstep: Class 2 contains 3310 members 
Mstep: Class 3 contains 47079 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22112 members 
Mstep: Class 7 contains 175282 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 174354 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20557 members 
Mstep: Class 16 contains 193912 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195383 members 
Mstep: Class 19 contains 168792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149651344.000000 Penalty: 62449.558594
Iteration 57Q: 19 clusters Score -1.496513e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 47137 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22206 members 
Mstep: Class 7 contains 175569 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 174300 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20865 members 
Mstep: Class 16 contains 193787 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195464 members 
Mstep: Class 19 contains 168298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149651984.000000 Penalty: 62449.558594
Iteration 58Q: 19 clusters Score -1.49652e+08 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 47196 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22295 members 
Mstep: Class 7 contains 175753 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 174250 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21118 members 
Mstep: Class 16 contains 193622 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195654 members 
Mstep: Class 19 contains 167824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149652896.000000 Penalty: 62449.558594
Iteration 59Q: 19 clusters Score -1.496529e+08 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178775 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 47285 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22353 members 
Mstep: Class 7 contains 175925 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 174159 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21349 members 
Mstep: Class 16 contains 193489 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195846 members 
Mstep: Class 19 contains 167314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149653360.000000 Penalty: 62449.558594
Iteration 60F: 19 clusters Score -1.496534e+08 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22448 members 
Mstep: Class 7 contains 176008 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 173954 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21734 members 
Mstep: Class 16 contains 193418 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 195981 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149654160.000000 Penalty: 62449.558594
Iteration 61Q: 19 clusters Score -1.496542e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178821 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 47368 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22514 members 
Mstep: Class 7 contains 176114 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 173739 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22093 members 
Mstep: Class 16 contains 193358 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 196204 members 
Mstep: Class 19 contains 166293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149655120.000000 Penalty: 62449.558594
Iteration 62Q: 19 clusters Score -1.496551e+08 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178816 members 
Mstep: Class 2 contains 3342 members 
Mstep: Class 3 contains 47449 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22568 members 
Mstep: Class 7 contains 176094 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 173528 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22422 members 
Mstep: Class 16 contains 193352 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 196499 members 
Mstep: Class 19 contains 165780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149655536.000000 Penalty: 62449.558594
Iteration 63Q: 19 clusters Score -1.496555e+08 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178803 members 
Mstep: Class 2 contains 3344 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22626 members 
Mstep: Class 7 contains 176070 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 173394 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22712 members 
Mstep: Class 16 contains 193313 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 196747 members 
Mstep: Class 19 contains 165328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149656064.000000 Penalty: 62449.558594
Iteration 64Q: 19 clusters Score -1.496561e+08 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22691 members 
Mstep: Class 7 contains 175949 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 173261 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23020 members 
Mstep: Class 16 contains 193260 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 197010 members 
Mstep: Class 19 contains 164907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149656256.000000 Penalty: 62449.558594
Iteration 65Q: 19 clusters Score -1.496563e+08 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178797 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 47670 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22754 members 
Mstep: Class 7 contains 175902 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 173104 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23335 members 
Mstep: Class 16 contains 193207 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 197240 members 
Mstep: Class 19 contains 164505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149656816.000000 Penalty: 62449.558594
Iteration 66Q: 19 clusters Score -1.496568e+08 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178754 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 47705 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22808 members 
Mstep: Class 7 contains 175801 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 172942 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23634 members 
Mstep: Class 16 contains 193215 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 197495 members 
Mstep: Class 19 contains 164157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149656928.000000 Penalty: 62449.558594
Iteration 67Q: 19 clusters Score -1.496569e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178704 members 
Mstep: Class 2 contains 3350 members 
Mstep: Class 3 contains 47748 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22847 members 
Mstep: Class 7 contains 175742 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 172815 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23896 members 
Mstep: Class 16 contains 193209 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 197751 members 
Mstep: Class 19 contains 163800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657392.000000 Penalty: 62449.558594
Iteration 68Q: 19 clusters Score -1.496574e+08 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178677 members 
Mstep: Class 2 contains 3351 members 
Mstep: Class 3 contains 47816 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22832 members 
Mstep: Class 7 contains 175689 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 172714 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24150 members 
Mstep: Class 16 contains 193200 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 198027 members 
Mstep: Class 19 contains 163414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657488.000000 Penalty: 62449.558594
Iteration 69Q: 19 clusters Score -1.496575e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 47887 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22824 members 
Mstep: Class 7 contains 175629 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 172604 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24399 members 
Mstep: Class 16 contains 193236 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 198293 members 
Mstep: Class 19 contains 163044 members 
Entering Unmasked Estep 
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Score: -149657760.000000 Penalty: 62449.558594
Iteration 70Q: 19 clusters Score -1.496578e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 3355 members 
Mstep: Class 3 contains 47961 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22827 members 
Mstep: Class 7 contains 175547 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 172456 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 193241 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 198607 members 
Mstep: Class 19 contains 162685 members 
Entering Unmasked Estep 
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Score: -149658304.000000 Penalty: 62449.558594
Iteration 71Q: 19 clusters Score -1.496583e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178557 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 48056 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22794 members 
Mstep: Class 7 contains 175462 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 172333 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24858 members 
Mstep: Class 16 contains 193186 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 198925 members 
Mstep: Class 19 contains 162367 members 
Entering Unmasked Estep 
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Score: -149658608.000000 Penalty: 62449.558594
Iteration 72Q: 19 clusters Score -1.496586e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 48155 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22759 members 
Mstep: Class 7 contains 175316 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 172224 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25100 members 
Mstep: Class 16 contains 193133 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 199231 members 
Mstep: Class 19 contains 162099 members 
Entering Unmasked Estep 
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Score: -149659296.000000 Penalty: 62449.558594
Iteration 73Q: 19 clusters Score -1.496593e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 48247 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22725 members 
Mstep: Class 7 contains 175134 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 172120 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25327 members 
Mstep: Class 16 contains 193102 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 199537 members 
Mstep: Class 19 contains 161865 members 
Entering Unmasked Estep 
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Score: -149659648.000000 Penalty: 62449.558594
Iteration 74Q: 19 clusters Score -1.496596e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 3361 members 
Mstep: Class 3 contains 48320 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22730 members 
Mstep: Class 7 contains 174979 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 172049 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25563 members 
Mstep: Class 16 contains 193046 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 199812 members 
Mstep: Class 19 contains 161605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660304.000000 Penalty: 62449.558594
Iteration 75Q: 19 clusters Score -1.496603e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 3 contains 48383 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22720 members 
Mstep: Class 7 contains 174789 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 171999 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25772 members 
Mstep: Class 16 contains 192982 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200177 members 
Mstep: Class 19 contains 161329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660784.000000 Penalty: 62449.558594
Iteration 76Q: 19 clusters Score -1.496608e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 3369 members 
Mstep: Class 3 contains 48445 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22712 members 
Mstep: Class 7 contains 174673 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 171877 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25976 members 
Mstep: Class 16 contains 192906 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200566 members 
Mstep: Class 19 contains 161074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661072.000000 Penalty: 62449.558594
Iteration 77Q: 19 clusters Score -1.496611e+08 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 48517 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22691 members 
Mstep: Class 7 contains 174548 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 171777 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26205 members 
Mstep: Class 16 contains 192850 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200917 members 
Mstep: Class 19 contains 160833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661136.000000 Penalty: 62449.558594
Iteration 78Q: 19 clusters Score -1.496611e+08 nChanged 3143
Entering ConstructFrom: 
Score: -149661136.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (178076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Entering Unmasked Estep 
Score: -22875216.000000 Penalty: 2998.311523
	Iteration 0F: 2 clusters Score -2.287522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -22758220.000000 Penalty: 5996.623047
	Iteration 0F: 3 clusters Score -2.275822e+07 nChanged 85044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84954 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -22808350.000000 Penalty: 5996.623047
	Iteration 1F: 3 clusters Score -2.280835e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -22809644.000000 Penalty: 5996.623047
	Iteration 2Q: 3 clusters Score -2.280964e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -22811136.000000 Penalty: 5996.623047
	Iteration 3Q: 3 clusters Score -2.281114e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -22813918.000000 Penalty: 5996.623047
	Iteration 4Q: 3 clusters Score -2.281392e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -22818448.000000 Penalty: 5996.623047
	Iteration 5Q: 3 clusters Score -2.281845e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 123874 members 
Entering Unmasked Estep 
Score: -22825892.000000 Penalty: 5996.623047
	Iteration 6F: 3 clusters Score -2.282589e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 137666 members 
Entering Unmasked Estep 
Score: -22837666.000000 Penalty: 5996.623047
	Iteration 7F: 3 clusters Score -2.283767e+07 nChanged 14451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -22850792.000000 Penalty: 5996.623047
	Iteration 8F: 3 clusters Score -2.285079e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -22861576.000000 Penalty: 5996.623047
	Iteration 9F: 3 clusters Score -2.286158e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -22867986.000000 Penalty: 5996.623047
	Iteration 10Q: 3 clusters Score -2.286799e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 174965 members 
Entering Unmasked Estep 
Score: -22870790.000000 Penalty: 5996.623047
	Iteration 11Q: 3 clusters Score -2.287079e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -22871746.000000 Penalty: 5996.623047
	Iteration 12Q: 3 clusters Score -2.287175e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -22872140.000000 Penalty: 5996.623047
	Iteration 13Q: 3 clusters Score -2.287214e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 177298 members 
Entering Unmasked Estep 
Score: -22872336.000000 Penalty: 5996.623047
	Iteration 14Q: 3 clusters Score -2.287234e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 177412 members 
Entering Unmasked Estep 
Score: -22872430.000000 Penalty: 5996.623047
	Iteration 15Q: 3 clusters Score -2.287243e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 177477 members 
Entering Unmasked Estep 
Score: -22872510.000000 Penalty: 5996.623047
	Iteration 16Q: 3 clusters Score -2.287251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -22872580.000000 Penalty: 5996.623047
	Iteration 17Q: 3 clusters Score -2.287258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -22872592.000000 Penalty: 5996.623047
	Iteration 18Q: 3 clusters Score -2.287259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 177553 members 
Entering Unmasked Estep 
Score: -22872614.000000 Penalty: 5996.623047
	Iteration 19Q: 3 clusters Score -2.287261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 177560 members 
Entering Unmasked Estep 
Score: -22872626.000000 Penalty: 5996.623047
	Iteration 20F: 3 clusters Score -2.287263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -22872668.000000 Penalty: 5996.623047
	Iteration 21Q: 3 clusters Score -2.287267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -22872666.000000 Penalty: 5996.623047
	Iteration 22Q: 3 clusters Score -2.287267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -22872684.000000 Penalty: 5996.623047
	Iteration 23Q: 3 clusters Score -2.287268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 177583 members 
Entering Unmasked Estep 
Score: -22872688.000000 Penalty: 5996.623047
	Iteration 24Q: 3 clusters Score -2.287269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 177587 members 
Entering Unmasked Estep 
Score: -22872708.000000 Penalty: 5996.623047
	Iteration 25Q: 3 clusters Score -2.287271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -22872724.000000 Penalty: 5996.623047
	Iteration 26Q: 3 clusters Score -2.287272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177592 members 
Entering Unmasked Estep 
Score: -22872726.000000 Penalty: 5996.623047
	Iteration 27Q: 3 clusters Score -2.287273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -22872716.000000 Penalty: 5996.623047
	Iteration 28Q: 3 clusters Score -2.287272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -22872722.000000 Penalty: 5996.623047
	Iteration 29Q: 3 clusters Score -2.287272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -22872734.000000 Penalty: 5996.623047
	Iteration 30Q: 3 clusters Score -2.287273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177595 members 
Entering Unmasked Estep 
Score: -22872742.000000 Penalty: 5996.623047
	Iteration 31Q: 3 clusters Score -2.287274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 177598 members 
Entering Unmasked Estep 
Score: -22872732.000000 Penalty: 5996.623047
	Iteration 32Q: 3 clusters Score -2.287273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -22872734.000000 Penalty: 5996.623047
	Iteration 33Q: 3 clusters Score -2.287273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -22872734.000000 Penalty: 5996.623047
	Iteration 34F: 3 clusters Score -2.287273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -411077.500000 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -411077.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -407557.343750 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -407557.3 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -408295.093750 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -408295.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408463.062500 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -408463.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -408547.531250 Penalty: 4029.725586
	Iteration 3Q: 3 clusters Score -408547.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -408609.593750 Penalty: 4029.725586
	Iteration 4Q: 3 clusters Score -408609.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -408658.906250 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -408658.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -408707.250000 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -408707.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -408749.875000 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -408749.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -408794.781250 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -408794.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -408850.781250 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -408850.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -408907.156250 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -408907.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -408950.375000 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -408950.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -408995.500000 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -408995.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -409043.718750 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -409043.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -409096.906250 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -409096.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -409145.062500 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -409145.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -409187.593750 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -409187.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -409224.500000 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -409224.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -409260.875000 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -409260.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -409293.312500 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -409293.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -409325.687500 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -409325.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -409355.000000 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -409355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -409380.750000 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -409380.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -409403.093750 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -409403.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -409433.218750 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -409433.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -409454.281250 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -409454.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -409472.250000 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -409472.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -409488.031250 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -409488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -409503.218750 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -409503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -409513.781250 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -409513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -409525.843750 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -409525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -409533.062500 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -409533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -409541.093750 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -409541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -409546.531250 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -409546.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -409553.968750 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -409554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -409561.500000 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -409561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -409571.531250 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -409571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -409581.687500 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -409581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -409587.500000 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -409587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -409591.156250 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -409591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -409593.781250 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -409593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -409595.500000 Penalty: 4029.725586
	Iteration 41Q: 3 clusters Score -409595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -409597.343750 Penalty: 4029.725586
	Iteration 42Q: 3 clusters Score -409597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -409598.250000 Penalty: 4029.725586
	Iteration 43Q: 3 clusters Score -409598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -409598.937500 Penalty: 4029.725586
	Iteration 44Q: 3 clusters Score -409598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -409598.937500 Penalty: 4029.725586
	Iteration 45F: 3 clusters Score -409598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -6043809.500000 Penalty: 2676.057617
	Iteration 0F: 2 clusters Score -6043810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -6011210.000000 Penalty: 5352.115234
	Iteration 0F: 3 clusters Score -6011210 nChanged 22353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -6023105.500000 Penalty: 5352.115234
	Iteration 1F: 3 clusters Score -6023106 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6023555.000000 Penalty: 5352.115234
	Iteration 2Q: 3 clusters Score -6023555 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -6023988.500000 Penalty: 5352.115234
	Iteration 3Q: 3 clusters Score -6023988 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -6024363.500000 Penalty: 5352.115234
	Iteration 4Q: 3 clusters Score -6024364 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6024767.000000 Penalty: 5352.115234
	Iteration 5Q: 3 clusters Score -6024767 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -6025233.500000 Penalty: 5352.115234
	Iteration 6Q: 3 clusters Score -6025234 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -6025711.500000 Penalty: 5352.115234
	Iteration 7Q: 3 clusters Score -6025712 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6026285.000000 Penalty: 5352.115234
	Iteration 8Q: 3 clusters Score -6026285 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -6027001.500000 Penalty: 5352.115234
	Iteration 9Q: 3 clusters Score -6027002 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6027935.000000 Penalty: 5352.115234
	Iteration 10Q: 3 clusters Score -6027935 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -6029133.000000 Penalty: 5352.115234
	Iteration 11Q: 3 clusters Score -6029133 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6030481.000000 Penalty: 5352.115234
	Iteration 12F: 3 clusters Score -6030481 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6031623.000000 Penalty: 5352.115234
	Iteration 13Q: 3 clusters Score -6031623 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6032403.500000 Penalty: 5352.115234
	Iteration 14Q: 3 clusters Score -6032404 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -6033029.000000 Penalty: 5352.115234
	Iteration 15Q: 3 clusters Score -6033029 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -6033586.500000 Penalty: 5352.115234
	Iteration 16Q: 3 clusters Score -6033586 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -6034163.500000 Penalty: 5352.115234
	Iteration 17Q: 3 clusters Score -6034164 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -6035092.000000 Penalty: 5352.115234
	Iteration 18Q: 3 clusters Score -6035092 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6036491.500000 Penalty: 5352.115234
	Iteration 19Q: 3 clusters Score -6036492 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6038170.500000 Penalty: 5352.115234
	Iteration 20F: 3 clusters Score -6038170 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -6039141.500000 Penalty: 5352.115234
	Iteration 21Q: 3 clusters Score -6039142 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6039713.500000 Penalty: 5352.115234
	Iteration 22Q: 3 clusters Score -6039714 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -6040065.500000 Penalty: 5352.115234
	Iteration 23Q: 3 clusters Score -6040066 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -6040352.500000 Penalty: 5352.115234
	Iteration 24Q: 3 clusters Score -6040352 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -6040545.000000 Penalty: 5352.115234
	Iteration 25Q: 3 clusters Score -6040545 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -6040688.000000 Penalty: 5352.115234
	Iteration 26Q: 3 clusters Score -6040688 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -6040779.000000 Penalty: 5352.115234
	Iteration 27Q: 3 clusters Score -6040779 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -6040849.000000 Penalty: 5352.115234
	Iteration 28Q: 3 clusters Score -6040849 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -6040934.000000 Penalty: 5352.115234
	Iteration 29Q: 3 clusters Score -6040934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -6040964.000000 Penalty: 5352.115234
	Iteration 30Q: 3 clusters Score -6040964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6040991.500000 Penalty: 5352.115234
	Iteration 31Q: 3 clusters Score -6040992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6041018.500000 Penalty: 5352.115234
	Iteration 32Q: 3 clusters Score -6041018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -6041053.000000 Penalty: 5352.115234
	Iteration 33Q: 3 clusters Score -6041053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6041070.500000 Penalty: 5352.115234
	Iteration 34Q: 3 clusters Score -6041070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -6041092.500000 Penalty: 5352.115234
	Iteration 35Q: 3 clusters Score -6041092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6041117.500000 Penalty: 5352.115234
	Iteration 36Q: 3 clusters Score -6041118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6041105.500000 Penalty: 5352.115234
	Iteration 37Q: 3 clusters Score -6041106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -6041115.500000 Penalty: 5352.115234
	Iteration 38Q: 3 clusters Score -6041116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -6041144.000000 Penalty: 5352.115234
	Iteration 39Q: 3 clusters Score -6041144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -6041146.000000 Penalty: 5352.115234
	Iteration 40F: 3 clusters Score -6041146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6041144.500000 Penalty: 5352.115234
	Iteration 41Q: 3 clusters Score -6041144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6041159.000000 Penalty: 5352.115234
	Iteration 42Q: 3 clusters Score -6041159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -6041165.000000 Penalty: 5352.115234
	Iteration 43Q: 3 clusters Score -6041165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6041158.500000 Penalty: 5352.115234
	Iteration 44Q: 3 clusters Score -6041158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -6041170.500000 Penalty: 5352.115234
	Iteration 45Q: 3 clusters Score -6041170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -6041180.500000 Penalty: 5352.115234
	Iteration 46Q: 3 clusters Score -6041180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6041178.500000 Penalty: 5352.115234
	Iteration 47Q: 3 clusters Score -6041178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -6041180.000000 Penalty: 5352.115234
	Iteration 48Q: 3 clusters Score -6041180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -6041183.500000 Penalty: 5352.115234
	Iteration 49Q: 3 clusters Score -6041184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6041184.000000 Penalty: 5352.115234
	Iteration 50Q: 3 clusters Score -6041184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -6041189.500000 Penalty: 5352.115234
	Iteration 51Q: 3 clusters Score -6041190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6041199.000000 Penalty: 5352.115234
	Iteration 52Q: 3 clusters Score -6041199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6041202.500000 Penalty: 5352.115234
	Iteration 53Q: 3 clusters Score -6041202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6041210.000000 Penalty: 5352.115234
	Iteration 54Q: 3 clusters Score -6041210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6041210.500000 Penalty: 5352.115234
	Iteration 55Q: 3 clusters Score -6041210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6041210.500000 Penalty: 5352.115234
	Iteration 56Q: 3 clusters Score -6041210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -6041212.000000 Penalty: 5352.115234
	Iteration 57Q: 3 clusters Score -6041212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6041209.000000 Penalty: 5352.115234
	Iteration 58Q: 3 clusters Score -6041209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -6041205.000000 Penalty: 5352.115234
	Iteration 59Q: 3 clusters Score -6041205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6041204.000000 Penalty: 5352.115234
	Iteration 60F: 3 clusters Score -6041204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6041209.000000 Penalty: 5352.115234
	Iteration 61Q: 3 clusters Score -6041209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6041206.000000 Penalty: 5352.115234
	Iteration 62Q: 3 clusters Score -6041206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -6041213.000000 Penalty: 5352.115234
	Iteration 63Q: 3 clusters Score -6041213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -6041203.000000 Penalty: 5352.115234
	Iteration 64Q: 3 clusters Score -6041203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6041216.500000 Penalty: 5352.115234
	Iteration 65Q: 3 clusters Score -6041216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -6041212.000000 Penalty: 5352.115234
	Iteration 66Q: 3 clusters Score -6041212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6041211.500000 Penalty: 5352.115234
	Iteration 67Q: 3 clusters Score -6041212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -6041208.500000 Penalty: 5352.115234
	Iteration 68Q: 3 clusters Score -6041208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -6041208.000000 Penalty: 5352.115234
	Iteration 69Q: 3 clusters Score -6041208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -6041219.000000 Penalty: 5352.115234
	Iteration 70Q: 3 clusters Score -6041219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -6041214.500000 Penalty: 5352.115234
	Iteration 71Q: 3 clusters Score -6041214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -6041212.500000 Penalty: 5352.115234
	Iteration 72Q: 3 clusters Score -6041212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -6041215.000000 Penalty: 5352.115234
	Iteration 73Q: 3 clusters Score -6041215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -6041220.000000 Penalty: 5352.115234
	Iteration 74Q: 3 clusters Score -6041220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -6041222.500000 Penalty: 5352.115234
	Iteration 75Q: 3 clusters Score -6041222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -6041213.000000 Penalty: 5352.115234
	Iteration 76Q: 3 clusters Score -6041213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6041220.000000 Penalty: 5352.115234
	Iteration 77Q: 3 clusters Score -6041220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -6041229.500000 Penalty: 5352.115234
	Iteration 78Q: 3 clusters Score -6041230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6041235.000000 Penalty: 5352.115234
	Iteration 79Q: 3 clusters Score -6041235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -6041235.000000 Penalty: 5352.115234
	Iteration 80F: 3 clusters Score -6041235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -6041230.500000 Penalty: 5352.115234
	Iteration 81Q: 3 clusters Score -6041230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6041228.500000 Penalty: 5352.115234
	Iteration 82Q: 3 clusters Score -6041228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -6041236.500000 Penalty: 5352.115234
	Iteration 83Q: 3 clusters Score -6041236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6041241.500000 Penalty: 5352.115234
	Iteration 84Q: 3 clusters Score -6041242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -6041241.000000 Penalty: 5352.115234
	Iteration 85Q: 3 clusters Score -6041241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6041247.500000 Penalty: 5352.115234
	Iteration 86Q: 3 clusters Score -6041248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -6041252.000000 Penalty: 5352.115234
	Iteration 87Q: 3 clusters Score -6041252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -6041257.500000 Penalty: 5352.115234
	Iteration 88Q: 3 clusters Score -6041258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -6041261.000000 Penalty: 5352.115234
	Iteration 89Q: 3 clusters Score -6041261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6041260.000000 Penalty: 5352.115234
	Iteration 90Q: 3 clusters Score -6041260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -6041256.000000 Penalty: 5352.115234
	Iteration 91Q: 3 clusters Score -6041256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6041270.500000 Penalty: 5352.115234
	Iteration 92Q: 3 clusters Score -6041270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6041273.500000 Penalty: 5352.115234
	Iteration 93Q: 3 clusters Score -6041274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6041276.500000 Penalty: 5352.115234
	Iteration 94Q: 3 clusters Score -6041276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6041275.000000 Penalty: 5352.115234
	Iteration 95Q: 3 clusters Score -6041275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6041281.000000 Penalty: 5352.115234
	Iteration 96Q: 3 clusters Score -6041281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -6041283.500000 Penalty: 5352.115234
	Iteration 97Q: 3 clusters Score -6041284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -6041290.000000 Penalty: 5352.115234
	Iteration 98Q: 3 clusters Score -6041290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -6041294.000000 Penalty: 5352.115234
	Iteration 99Q: 3 clusters Score -6041294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -6041303.000000 Penalty: 5352.115234
	Iteration 100F: 3 clusters Score -6041303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -6041296.500000 Penalty: 5352.115234
	Iteration 101Q: 3 clusters Score -6041296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6041305.500000 Penalty: 5352.115234
	Iteration 102Q: 3 clusters Score -6041306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6041307.500000 Penalty: 5352.115234
	Iteration 103Q: 3 clusters Score -6041308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -6041316.500000 Penalty: 5352.115234
	Iteration 104Q: 3 clusters Score -6041316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -6041320.000000 Penalty: 5352.115234
	Iteration 105Q: 3 clusters Score -6041320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -6041314.500000 Penalty: 5352.115234
	Iteration 106Q: 3 clusters Score -6041314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -6041317.500000 Penalty: 5352.115234
	Iteration 107Q: 3 clusters Score -6041318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6041317.000000 Penalty: 5352.115234
	Iteration 108Q: 3 clusters Score -6041317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6041321.000000 Penalty: 5352.115234
	Iteration 109Q: 3 clusters Score -6041321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -6041326.500000 Penalty: 5352.115234
	Iteration 110Q: 3 clusters Score -6041326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -6041326.500000 Penalty: 5352.115234
	Iteration 111Q: 3 clusters Score -6041326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -6041322.000000 Penalty: 5352.115234
	Iteration 112Q: 3 clusters Score -6041322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6041332.000000 Penalty: 5352.115234
	Iteration 113Q: 3 clusters Score -6041332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -6041334.000000 Penalty: 5352.115234
	Iteration 114Q: 3 clusters Score -6041334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -6041332.000000 Penalty: 5352.115234
	Iteration 115Q: 3 clusters Score -6041332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6041332.000000 Penalty: 5352.115234
	Iteration 116Q: 3 clusters Score -6041332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -6041325.000000 Penalty: 5352.115234
	Iteration 117Q: 3 clusters Score -6041325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6041328.000000 Penalty: 5352.115234
	Iteration 118Q: 3 clusters Score -6041328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -6041327.500000 Penalty: 5352.115234
	Iteration 119Q: 3 clusters Score -6041328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6041323.000000 Penalty: 5352.115234
	Iteration 120F: 3 clusters Score -6041323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -6041325.500000 Penalty: 5352.115234
	Iteration 121Q: 3 clusters Score -6041326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6041326.500000 Penalty: 5352.115234
	Iteration 122Q: 3 clusters Score -6041326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -6041326.000000 Penalty: 5352.115234
	Iteration 123Q: 3 clusters Score -6041326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6041338.500000 Penalty: 5352.115234
	Iteration 124Q: 3 clusters Score -6041338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -6041341.000000 Penalty: 5352.115234
	Iteration 125Q: 3 clusters Score -6041341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -6041337.000000 Penalty: 5352.115234
	Iteration 126Q: 3 clusters Score -6041337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -6041335.500000 Penalty: 5352.115234
	Iteration 127Q: 3 clusters Score -6041336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6041333.000000 Penalty: 5352.115234
	Iteration 128Q: 3 clusters Score -6041333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6041329.000000 Penalty: 5352.115234
	Iteration 129Q: 3 clusters Score -6041329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6041326.500000 Penalty: 5352.115234
	Iteration 130Q: 3 clusters Score -6041326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -6041327.000000 Penalty: 5352.115234
	Iteration 131Q: 3 clusters Score -6041327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6041331.500000 Penalty: 5352.115234
	Iteration 132Q: 3 clusters Score -6041332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6041326.000000 Penalty: 5352.115234
	Iteration 133Q: 3 clusters Score -6041326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -6041337.500000 Penalty: 5352.115234
	Iteration 134Q: 3 clusters Score -6041338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -6041328.000000 Penalty: 5352.115234
	Iteration 135Q: 3 clusters Score -6041328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -6041333.500000 Penalty: 5352.115234
	Iteration 136Q: 3 clusters Score -6041334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -6041346.500000 Penalty: 5352.115234
	Iteration 137Q: 3 clusters Score -6041346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6041350.000000 Penalty: 5352.115234
	Iteration 138Q: 3 clusters Score -6041350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6041354.500000 Penalty: 5352.115234
	Iteration 139Q: 3 clusters Score -6041354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -6041351.000000 Penalty: 5352.115234
	Iteration 140F: 3 clusters Score -6041351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6041347.500000 Penalty: 5352.115234
	Iteration 141Q: 3 clusters Score -6041348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6041343.500000 Penalty: 5352.115234
	Iteration 142Q: 3 clusters Score -6041344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6041343.500000 Penalty: 5352.115234
	Iteration 143F: 3 clusters Score -6041344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 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 347 members 
Entering Unmasked Estep 
Score: -69693.523438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69693.52 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70250.335938 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70250.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70929.898438 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70929.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -71359.843750 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -71359.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -71454.171875 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -71454.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71499.351562 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71499.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -71527.984375 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71527.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71559.234375 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71559.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71569.703125 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -71573.359375 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71573.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -71573.359375 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -71573.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 103 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 192812 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201314 members 
Mstep: Class 19 contains 160598 members 
Entering Unmasked Estep 
Score: -149659776.000000 Penalty: 65918.976562
Splitting cluster 5 changes total score from -149661136.000000 to -149659776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (22657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Entering Unmasked Estep 
Score: -2885232.750000 Penalty: 2486.999512
	Iteration 0F: 2 clusters Score -2885233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2869546.500000 Penalty: 4973.999023
	Iteration 0F: 3 clusters Score -2869546 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2874886.000000 Penalty: 4973.999023
	Iteration 1F: 3 clusters Score -2874886 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2875230.750000 Penalty: 4973.999023
	Iteration 2Q: 3 clusters Score -2875231 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2875512.500000 Penalty: 4973.999023
	Iteration 3Q: 3 clusters Score -2875512 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2875804.250000 Penalty: 4973.999023
	Iteration 4Q: 3 clusters Score -2875804 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2876195.250000 Penalty: 4973.999023
	Iteration 5Q: 3 clusters Score -2876195 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2876666.000000 Penalty: 4973.999023
	Iteration 6Q: 3 clusters Score -2876666 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2877355.750000 Penalty: 4973.999023
	Iteration 7F: 3 clusters Score -2877356 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2878289.750000 Penalty: 4973.999023
	Iteration 8F: 3 clusters Score -2878290 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2879430.000000 Penalty: 4973.999023
	Iteration 9F: 3 clusters Score -2879430 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2880649.000000 Penalty: 4973.999023
	Iteration 10F: 3 clusters Score -2880649 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2881662.500000 Penalty: 4973.999023
	Iteration 11Q: 3 clusters Score -2881662 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2882351.750000 Penalty: 4973.999023
	Iteration 12Q: 3 clusters Score -2882352 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2882682.250000 Penalty: 4973.999023
	Iteration 13Q: 3 clusters Score -2882682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2882871.750000 Penalty: 4973.999023
	Iteration 14Q: 3 clusters Score -2882872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2882953.000000 Penalty: 4973.999023
	Iteration 15Q: 3 clusters Score -2882953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2882988.500000 Penalty: 4973.999023
	Iteration 16Q: 3 clusters Score -2882988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2883013.750000 Penalty: 4973.999023
	Iteration 17Q: 3 clusters Score -2883014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2883019.250000 Penalty: 4973.999023
	Iteration 18Q: 3 clusters Score -2883019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2883034.750000 Penalty: 4973.999023
	Iteration 19Q: 3 clusters Score -2883035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2883037.250000 Penalty: 4973.999023
	Iteration 20F: 3 clusters Score -2883037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2883039.000000 Penalty: 4973.999023
	Iteration 21Q: 3 clusters Score -2883039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2883043.500000 Penalty: 4973.999023
	Iteration 22Q: 3 clusters Score -2883044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2883042.500000 Penalty: 4973.999023
	Iteration 23Q: 3 clusters Score -2883042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2883045.500000 Penalty: 4973.999023
	Iteration 24Q: 3 clusters Score -2883046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2883048.000000 Penalty: 4973.999023
	Iteration 25Q: 3 clusters Score -2883048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2883048.000000 Penalty: 4973.999023
	Iteration 26F: 3 clusters Score -2883048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Entering Unmasked Estep 
Score: -22413198.000000 Penalty: 2993.229492
	Iteration 0F: 2 clusters Score -2.24132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -22297264.000000 Penalty: 5986.458984
	Iteration 0F: 3 clusters Score -2.229726e+07 nChanged 83697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -22346850.000000 Penalty: 5986.458984
	Iteration 1F: 3 clusters Score -2.234685e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -22348260.000000 Penalty: 5986.458984
	Iteration 2Q: 3 clusters Score -2.234826e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -22350548.000000 Penalty: 5986.458984
	Iteration 3Q: 3 clusters Score -2.235055e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -22354516.000000 Penalty: 5986.458984
	Iteration 4Q: 3 clusters Score -2.235452e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -22361680.000000 Penalty: 5986.458984
	Iteration 5F: 3 clusters Score -2.236168e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -22372138.000000 Penalty: 5986.458984
	Iteration 6F: 3 clusters Score -2.237214e+07 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -22385050.000000 Penalty: 5986.458984
	Iteration 7F: 3 clusters Score -2.238505e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -22395578.000000 Penalty: 5986.458984
	Iteration 8F: 3 clusters Score -2.239558e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -22401556.000000 Penalty: 5986.458984
	Iteration 9Q: 3 clusters Score -2.240156e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -22404940.000000 Penalty: 5986.458984
	Iteration 10Q: 3 clusters Score -2.240494e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -22406768.000000 Penalty: 5986.458984
	Iteration 11Q: 3 clusters Score -2.240677e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -22408036.000000 Penalty: 5986.458984
	Iteration 12Q: 3 clusters Score -2.240804e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -22408810.000000 Penalty: 5986.458984
	Iteration 13Q: 3 clusters Score -2.240881e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -22409308.000000 Penalty: 5986.458984
	Iteration 14Q: 3 clusters Score -2.240931e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -22409830.000000 Penalty: 5986.458984
	Iteration 15Q: 3 clusters Score -2.240983e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168629 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -22410280.000000 Penalty: 5986.458984
	Iteration 16Q: 3 clusters Score -2.241028e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169517 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -22410636.000000 Penalty: 5986.458984
	Iteration 17Q: 3 clusters Score -2.241064e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -22410904.000000 Penalty: 5986.458984
	Iteration 18Q: 3 clusters Score -2.24109e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170824 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -22411158.000000 Penalty: 5986.458984
	Iteration 19Q: 3 clusters Score -2.241116e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171253 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -22411340.000000 Penalty: 5986.458984
	Iteration 20F: 3 clusters Score -2.241134e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171591 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -22411456.000000 Penalty: 5986.458984
	Iteration 21Q: 3 clusters Score -2.241146e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171848 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22411594.000000 Penalty: 5986.458984
	Iteration 22Q: 3 clusters Score -2.241159e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -22411646.000000 Penalty: 5986.458984
	Iteration 23Q: 3 clusters Score -2.241165e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172167 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22411680.000000 Penalty: 5986.458984
	Iteration 24Q: 3 clusters Score -2.241168e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -22411642.000000 Penalty: 5986.458984
	Iteration 25Q: 3 clusters Score -2.241164e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172373 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22411610.000000 Penalty: 5986.458984
	Iteration 26Q: 3 clusters Score -2.241161e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172430 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22411632.000000 Penalty: 5986.458984
	Iteration 27Q: 3 clusters Score -2.241163e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172481 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -22411628.000000 Penalty: 5986.458984
	Iteration 28Q: 3 clusters Score -2.241163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22411668.000000 Penalty: 5986.458984
	Iteration 29Q: 3 clusters Score -2.241167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172560 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -22411634.000000 Penalty: 5986.458984
	Iteration 30Q: 3 clusters Score -2.241163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172582 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -22411628.000000 Penalty: 5986.458984
	Iteration 31Q: 3 clusters Score -2.241163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22411616.000000 Penalty: 5986.458984
	Iteration 32Q: 3 clusters Score -2.241162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172610 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22411624.000000 Penalty: 5986.458984
	Iteration 33Q: 3 clusters Score -2.241162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22411612.000000 Penalty: 5986.458984
	Iteration 34Q: 3 clusters Score -2.241161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172642 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22411608.000000 Penalty: 5986.458984
	Iteration 35Q: 3 clusters Score -2.241161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22411606.000000 Penalty: 5986.458984
	Iteration 36Q: 3 clusters Score -2.241161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172678 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22411626.000000 Penalty: 5986.458984
	Iteration 37Q: 3 clusters Score -2.241163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172690 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22411634.000000 Penalty: 5986.458984
	Iteration 38Q: 3 clusters Score -2.241163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22411618.000000 Penalty: 5986.458984
	Iteration 39Q: 3 clusters Score -2.241162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172717 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22411626.000000 Penalty: 5986.458984
	Iteration 40F: 3 clusters Score -2.241163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172725 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22411644.000000 Penalty: 5986.458984
	Iteration 41Q: 3 clusters Score -2.241164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -22411642.000000 Penalty: 5986.458984
	Iteration 42Q: 3 clusters Score -2.241164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172742 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -22411632.000000 Penalty: 5986.458984
	Iteration 43Q: 3 clusters Score -2.241163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172751 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -22411622.000000 Penalty: 5986.458984
	Iteration 44Q: 3 clusters Score -2.241162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172760 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22411612.000000 Penalty: 5986.458984
	Iteration 45Q: 3 clusters Score -2.241161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22411626.000000 Penalty: 5986.458984
	Iteration 46Q: 3 clusters Score -2.241163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22411624.000000 Penalty: 5986.458984
	Iteration 47Q: 3 clusters Score -2.241162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22411616.000000 Penalty: 5986.458984
	Iteration 48Q: 3 clusters Score -2.241162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172789 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22411628.000000 Penalty: 5986.458984
	Iteration 49Q: 3 clusters Score -2.241163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172792 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22411616.000000 Penalty: 5986.458984
	Iteration 50Q: 3 clusters Score -2.241162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22411608.000000 Penalty: 5986.458984
	Iteration 51Q: 3 clusters Score -2.241161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172797 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22411606.000000 Penalty: 5986.458984
	Iteration 52Q: 3 clusters Score -2.241161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22411624.000000 Penalty: 5986.458984
	Iteration 53Q: 3 clusters Score -2.241162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22411624.000000 Penalty: 5986.458984
	Iteration 54Q: 3 clusters Score -2.241162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22411626.000000 Penalty: 5986.458984
	Iteration 55Q: 3 clusters Score -2.241163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22411636.000000 Penalty: 5986.458984
	Iteration 56Q: 3 clusters Score -2.241164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172802 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22411636.000000 Penalty: 5986.458984
	Iteration 57F: 3 clusters Score -2.241164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -277033.906250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -277033.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274176.187500 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -274176.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -274707.937500 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -274707.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274849.531250 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -274849.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -274930.125000 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -274930.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274990.406250 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -274990.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -275048.625000 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -275048.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -275091.375000 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -275091.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -275122.187500 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -275122.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -275156.218750 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -275156.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -275184.093750 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -275184.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -275211.406250 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -275211.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -275229.437500 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -275229.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -275249.687500 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -275249.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -275261.718750 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -275261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -275272.593750 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -275272.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -275287.531250 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -275287.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -275305.718750 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -275305.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -275328.656250 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -275328.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -275347.937500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -275347.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -275367.437500 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -275367.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -275382.875000 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -275382.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -275399.031250 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -275399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -275413.312500 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -275413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -275426.656250 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -275426.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -275433.812500 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -275433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -275438.843750 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -275438.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -275450.406250 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -275450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -275456.343750 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -275456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -275464.531250 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -275464.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275471.593750 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -275471.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -275478.281250 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -275478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -275483.562500 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -275483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -275486.906250 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -275486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -275491.187500 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -275491.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -275495.281250 Penalty: 3844.304932
	Iteration 34Q: 3 clusters Score -275495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -275499.156250 Penalty: 3844.304932
	Iteration 35Q: 3 clusters Score -275499.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -275501.031250 Penalty: 3844.304932
	Iteration 36Q: 3 clusters Score -275501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -275506.593750 Penalty: 3844.304932
	Iteration 37Q: 3 clusters Score -275506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -275516.937500 Penalty: 3844.304932
	Iteration 38Q: 3 clusters Score -275516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -275520.343750 Penalty: 3844.304932
	Iteration 39Q: 3 clusters Score -275520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -275523.531250 Penalty: 3844.304932
	Iteration 40F: 3 clusters Score -275523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -275528.156250 Penalty: 3844.304932
	Iteration 41Q: 3 clusters Score -275528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -275531.437500 Penalty: 3844.304932
	Iteration 42Q: 3 clusters Score -275531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -275534.906250 Penalty: 3844.304932
	Iteration 43Q: 3 clusters Score -275534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -275539.125000 Penalty: 3844.304932
	Iteration 44Q: 3 clusters Score -275539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -275543.906250 Penalty: 3844.304932
	Iteration 45Q: 3 clusters Score -275543.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -275549.562500 Penalty: 3844.304932
	Iteration 46Q: 3 clusters Score -275549.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -275561.281250 Penalty: 3844.304932
	Iteration 47Q: 3 clusters Score -275561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -275564.531250 Penalty: 3844.304932
	Iteration 48Q: 3 clusters Score -275564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -275565.250000 Penalty: 3844.304932
	Iteration 49Q: 3 clusters Score -275565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -275566.312500 Penalty: 3844.304932
	Iteration 50Q: 3 clusters Score -275566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -275567.968750 Penalty: 3844.304932
	Iteration 51Q: 3 clusters Score -275568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -275571.156250 Penalty: 3844.304932
	Iteration 52Q: 3 clusters Score -275571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -275575.031250 Penalty: 3844.304932
	Iteration 53Q: 3 clusters Score -275575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -275580.531250 Penalty: 3844.304932
	Iteration 54Q: 3 clusters Score -275580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -275584.250000 Penalty: 3844.304932
	Iteration 55Q: 3 clusters Score -275584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -275588.468750 Penalty: 3844.304932
	Iteration 56Q: 3 clusters Score -275588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275593.156250 Penalty: 3844.304932
	Iteration 57Q: 3 clusters Score -275593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -275597.937500 Penalty: 3844.304932
	Iteration 58Q: 3 clusters Score -275597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -275604.343750 Penalty: 3844.304932
	Iteration 59Q: 3 clusters Score -275604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -275608.406250 Penalty: 3844.304932
	Iteration 60F: 3 clusters Score -275608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -275613.531250 Penalty: 3844.304932
	Iteration 61Q: 3 clusters Score -275613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -275613.843750 Penalty: 3844.304932
	Iteration 62Q: 3 clusters Score -275613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -275614.343750 Penalty: 3844.304932
	Iteration 63Q: 3 clusters Score -275614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -275614.343750 Penalty: 3844.304932
	Iteration 64F: 3 clusters Score -275614.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63773.910156 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63773.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64408.980469 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64408.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64794.453125 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64794.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65134.625000 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -65134.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65269.476562 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -65269.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65385.148438 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -65385.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65428.226562 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -65428.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65459.160156 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65459.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65504.093750 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65504.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65572.492188 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65572.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65670.835938 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65670.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65850.710938 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65850.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65994.750000 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65994.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66189.804688 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -66189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66269.679688 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -66269.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66269.679688 Penalty: 3206.435791
	Iteration 15F: 3 clusters Score -66269.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 192812 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201314 members 
Mstep: Class 19 contains 160598 members 
Entering Unmasked Estep 
Score: -149660240.000000 Penalty: 65918.976562
Splitting cluster 9 changes total score from -149661136.000000 to -149660240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -307625.250000 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -307625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -304687.218750 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -304687.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -305199.343750 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -305199.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -305336.812500 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -305336.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -305416.437500 Penalty: 3870.706299
	Iteration 3Q: 3 clusters Score -305416.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -305465.031250 Penalty: 3870.706299
	Iteration 4Q: 3 clusters Score -305465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -305498.406250 Penalty: 3870.706299
	Iteration 5Q: 3 clusters Score -305498.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -305527.000000 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -305527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -305548.750000 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -305548.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -305568.125000 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -305568.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305581.781250 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -305581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305591.937500 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -305591.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -305600.125000 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -305600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -305607.781250 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -305607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -305614.531250 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -305614.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -305621.000000 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -305621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -305625.250000 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -305625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -305628.687500 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -305628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -305632.812500 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -305632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -305636.781250 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -305636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -305644.031250 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -305644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -305648.718750 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -305648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -305654.468750 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -305654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -305656.343750 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -305656.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -305658.406250 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -305658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -305660.031250 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -305660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -305660.906250 Penalty: 3870.706299
	Iteration 25Q: 3 clusters Score -305660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -305661.468750 Penalty: 3870.706299
	Iteration 26Q: 3 clusters Score -305661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -305662.375000 Penalty: 3870.706299
	Iteration 27Q: 3 clusters Score -305662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -305662.375000 Penalty: 3870.706299
	Iteration 28F: 3 clusters Score -305662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (171621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171621 members 
Entering Unmasked Estep 
Score: -22004490.000000 Penalty: 2989.154785
	Iteration 0F: 2 clusters Score -2.200449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -21890446.000000 Penalty: 5978.309570
	Iteration 0F: 3 clusters Score -2.189045e+07 nChanged 82095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -21939236.000000 Penalty: 5978.309570
	Iteration 1F: 3 clusters Score -2.193924e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -21941968.000000 Penalty: 5978.309570
	Iteration 2Q: 3 clusters Score -2.194197e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -21946720.000000 Penalty: 5978.309570
	Iteration 3F: 3 clusters Score -2.194672e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -21955464.000000 Penalty: 5978.309570
	Iteration 4F: 3 clusters Score -2.195546e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -21968518.000000 Penalty: 5978.309570
	Iteration 5F: 3 clusters Score -2.196852e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139178 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -21982362.000000 Penalty: 5978.309570
	Iteration 6F: 3 clusters Score -2.198236e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146961 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -21992376.000000 Penalty: 5978.309570
	Iteration 7F: 3 clusters Score -2.199238e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -21996614.000000 Penalty: 5978.309570
	Iteration 8Q: 3 clusters Score -2.199661e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152820 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -21998172.000000 Penalty: 5978.309570
	Iteration 9Q: 3 clusters Score -2.199817e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -21999146.000000 Penalty: 5978.309570
	Iteration 10Q: 3 clusters Score -2.199915e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156228 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -21999780.000000 Penalty: 5978.309570
	Iteration 11Q: 3 clusters Score -2.199978e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -22000214.000000 Penalty: 5978.309570
	Iteration 12Q: 3 clusters Score -2.200021e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -22000672.000000 Penalty: 5978.309570
	Iteration 13Q: 3 clusters Score -2.200067e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -22000950.000000 Penalty: 5978.309570
	Iteration 14Q: 3 clusters Score -2.200095e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -22001324.000000 Penalty: 5978.309570
	Iteration 15Q: 3 clusters Score -2.200132e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -22001522.000000 Penalty: 5978.309570
	Iteration 16Q: 3 clusters Score -2.200152e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162601 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -22001798.000000 Penalty: 5978.309570
	Iteration 17Q: 3 clusters Score -2.20018e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163325 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -22002048.000000 Penalty: 5978.309570
	Iteration 18Q: 3 clusters Score -2.200205e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -22002180.000000 Penalty: 5978.309570
	Iteration 19Q: 3 clusters Score -2.200218e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164584 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -22002334.000000 Penalty: 5978.309570
	Iteration 20F: 3 clusters Score -2.200233e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165076 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -22002466.000000 Penalty: 5978.309570
	Iteration 21Q: 3 clusters Score -2.200247e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165529 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -22002522.000000 Penalty: 5978.309570
	Iteration 22Q: 3 clusters Score -2.200252e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -22002512.000000 Penalty: 5978.309570
	Iteration 23Q: 3 clusters Score -2.200251e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -22002612.000000 Penalty: 5978.309570
	Iteration 24Q: 3 clusters Score -2.200261e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -22002664.000000 Penalty: 5978.309570
	Iteration 25Q: 3 clusters Score -2.200266e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -22002698.000000 Penalty: 5978.309570
	Iteration 26Q: 3 clusters Score -2.20027e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -22002684.000000 Penalty: 5978.309570
	Iteration 27Q: 3 clusters Score -2.200268e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167560 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -22002736.000000 Penalty: 5978.309570
	Iteration 28Q: 3 clusters Score -2.200274e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -22002802.000000 Penalty: 5978.309570
	Iteration 29Q: 3 clusters Score -2.20028e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -22002882.000000 Penalty: 5978.309570
	Iteration 30Q: 3 clusters Score -2.200288e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22002926.000000 Penalty: 5978.309570
	Iteration 31Q: 3 clusters Score -2.200293e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168292 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -22002942.000000 Penalty: 5978.309570
	Iteration 32Q: 3 clusters Score -2.200294e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168431 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -22002910.000000 Penalty: 5978.309570
	Iteration 33Q: 3 clusters Score -2.200291e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168541 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -22002928.000000 Penalty: 5978.309570
	Iteration 34Q: 3 clusters Score -2.200293e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168619 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22002924.000000 Penalty: 5978.309570
	Iteration 35Q: 3 clusters Score -2.200292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168701 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -22002940.000000 Penalty: 5978.309570
	Iteration 36Q: 3 clusters Score -2.200294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -22002918.000000 Penalty: 5978.309570
	Iteration 37Q: 3 clusters Score -2.200292e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -22002956.000000 Penalty: 5978.309570
	Iteration 38Q: 3 clusters Score -2.200296e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168881 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22002950.000000 Penalty: 5978.309570
	Iteration 39Q: 3 clusters Score -2.200295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -22002980.000000 Penalty: 5978.309570
	Iteration 40F: 3 clusters Score -2.200298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22002972.000000 Penalty: 5978.309570
	Iteration 41Q: 3 clusters Score -2.200297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169021 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22002952.000000 Penalty: 5978.309570
	Iteration 42Q: 3 clusters Score -2.200295e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -22002962.000000 Penalty: 5978.309570
	Iteration 43Q: 3 clusters Score -2.200296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -22002964.000000 Penalty: 5978.309570
	Iteration 44Q: 3 clusters Score -2.200296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -22002994.000000 Penalty: 5978.309570
	Iteration 45Q: 3 clusters Score -2.200299e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169151 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -22002998.000000 Penalty: 5978.309570
	Iteration 46Q: 3 clusters Score -2.2003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -22002982.000000 Penalty: 5978.309570
	Iteration 47Q: 3 clusters Score -2.200298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -22002996.000000 Penalty: 5978.309570
	Iteration 48Q: 3 clusters Score -2.2003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22002980.000000 Penalty: 5978.309570
	Iteration 49Q: 3 clusters Score -2.200298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169249 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22002986.000000 Penalty: 5978.309570
	Iteration 50Q: 3 clusters Score -2.200299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -22003038.000000 Penalty: 5978.309570
	Iteration 51Q: 3 clusters Score -2.200304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22003020.000000 Penalty: 5978.309570
	Iteration 52Q: 3 clusters Score -2.200302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -22003026.000000 Penalty: 5978.309570
	Iteration 53Q: 3 clusters Score -2.200303e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169371 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22003024.000000 Penalty: 5978.309570
	Iteration 54Q: 3 clusters Score -2.200302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22003006.000000 Penalty: 5978.309570
	Iteration 55Q: 3 clusters Score -2.200301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169422 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22003014.000000 Penalty: 5978.309570
	Iteration 56Q: 3 clusters Score -2.200301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -22003004.000000 Penalty: 5978.309570
	Iteration 57Q: 3 clusters Score -2.2003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22003010.000000 Penalty: 5978.309570
	Iteration 58Q: 3 clusters Score -2.200301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -22003016.000000 Penalty: 5978.309570
	Iteration 59Q: 3 clusters Score -2.200302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22002994.000000 Penalty: 5978.309570
	Iteration 60F: 3 clusters Score -2.200299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5978.309570
	Iteration 61Q: 3 clusters Score -2.200297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -22002972.000000 Penalty: 5978.309570
	Iteration 62Q: 3 clusters Score -2.200297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -22002972.000000 Penalty: 5978.309570
	Iteration 63Q: 3 clusters Score -2.200297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5978.309570
	Iteration 64Q: 3 clusters Score -2.200297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22002972.000000 Penalty: 5978.309570
	Iteration 65Q: 3 clusters Score -2.200297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -22002968.000000 Penalty: 5978.309570
	Iteration 66Q: 3 clusters Score -2.200297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -22002978.000000 Penalty: 5978.309570
	Iteration 67Q: 3 clusters Score -2.200298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22002976.000000 Penalty: 5978.309570
	Iteration 68Q: 3 clusters Score -2.200298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -22002960.000000 Penalty: 5978.309570
	Iteration 69Q: 3 clusters Score -2.200296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169530 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5978.309570
	Iteration 70Q: 3 clusters Score -2.200297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22002966.000000 Penalty: 5978.309570
	Iteration 71Q: 3 clusters Score -2.200297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22002976.000000 Penalty: 5978.309570
	Iteration 72Q: 3 clusters Score -2.200298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22002968.000000 Penalty: 5978.309570
	Iteration 73Q: 3 clusters Score -2.200297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22002968.000000 Penalty: 5978.309570
	Iteration 74F: 3 clusters Score -2.200297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -228539.406250 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -228539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -226030.312500 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -226030.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -226467.906250 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -226467.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -226583.593750 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -226583.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -226623.203125 Penalty: 3722.451172
	Iteration 3Q: 3 clusters Score -226623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -226644.218750 Penalty: 3722.451172
	Iteration 4Q: 3 clusters Score -226644.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -226663.734375 Penalty: 3722.451172
	Iteration 5Q: 3 clusters Score -226663.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226677.953125 Penalty: 3722.451172
	Iteration 6Q: 3 clusters Score -226678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -226690.406250 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -226690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226698.031250 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -226698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -226708.156250 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -226708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -226715.218750 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -226715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226726.031250 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -226726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226739.968750 Penalty: 3722.451172
	Iteration 12Q: 3 clusters Score -226740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226745.703125 Penalty: 3722.451172
	Iteration 13Q: 3 clusters Score -226745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226752.281250 Penalty: 3722.451172
	Iteration 14Q: 3 clusters Score -226752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226753.937500 Penalty: 3722.451172
	Iteration 15Q: 3 clusters Score -226753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226755.000000 Penalty: 3722.451172
	Iteration 16Q: 3 clusters Score -226755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226756.171875 Penalty: 3722.451172
	Iteration 17Q: 3 clusters Score -226756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -226756.171875 Penalty: 3722.451172
	Iteration 18F: 3 clusters Score -226756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 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 274 members 
Entering Unmasked Estep 
Score: -52711.976562 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52711.98 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52984.988281 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -52984.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53200.230469 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53200.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53515.503906 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -53515.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54001.332031 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -54001.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54358.820312 Penalty: 3092.267822
	Iteration 5F: 3 clusters Score -54358.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -54573.058594 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -54573.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -54711.855469 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -54711.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -54897.207031 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -54897.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55056.703125 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -55056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55056.703125 Penalty: 3092.267822
	Iteration 10F: 3 clusters Score -55056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 4 contains 150 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 360 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 192812 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201314 members 
Mstep: Class 19 contains 160598 members 
Entering Unmasked Estep 
Score: -149660096.000000 Penalty: 65918.976562
Splitting cluster 13 changes total score from -149661136.000000 to -149660096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87776.812500 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87776.81 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88495.500000 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88495.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89169.617188 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -89169.62 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89696.125000 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -89696.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89903.601562 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -89903.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89966.406250 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -89966.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89999.507812 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -89999.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90011.992188 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -90011.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90016.859375 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -90016.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90016.859375 Penalty: 3350.861328
	Iteration 9F: 3 clusters Score -90016.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 192812 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201314 members 
Mstep: Class 19 contains 160598 members 
Entering Unmasked Estep 
Score: -149659600.000000 Penalty: 65918.976562
Splitting cluster 14 changes total score from -149661136.000000 to -149659600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (26424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Entering Unmasked Estep 
Score: -3368415.750000 Penalty: 2525.142822
	Iteration 0F: 2 clusters Score -3368416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3350114.750000 Penalty: 5050.285645
	Iteration 0F: 3 clusters Score -3350115 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3356334.500000 Penalty: 5050.285645
	Iteration 1F: 3 clusters Score -3356334 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3356706.750000 Penalty: 5050.285645
	Iteration 2Q: 3 clusters Score -3356707 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3357008.000000 Penalty: 5050.285645
	Iteration 3Q: 3 clusters Score -3357008 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3357274.000000 Penalty: 5050.285645
	Iteration 4Q: 3 clusters Score -3357274 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3357514.250000 Penalty: 5050.285645
	Iteration 5Q: 3 clusters Score -3357514 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3357735.250000 Penalty: 5050.285645
	Iteration 6Q: 3 clusters Score -3357735 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3357903.750000 Penalty: 5050.285645
	Iteration 7Q: 3 clusters Score -3357904 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3358075.500000 Penalty: 5050.285645
	Iteration 8Q: 3 clusters Score -3358076 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3358300.000000 Penalty: 5050.285645
	Iteration 9Q: 3 clusters Score -3358300 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3358590.750000 Penalty: 5050.285645
	Iteration 10Q: 3 clusters Score -3358591 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3358952.750000 Penalty: 5050.285645
	Iteration 11Q: 3 clusters Score -3358953 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3359497.500000 Penalty: 5050.285645
	Iteration 12Q: 3 clusters Score -3359498 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3360182.000000 Penalty: 5050.285645
	Iteration 13Q: 3 clusters Score -3360182 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3361102.750000 Penalty: 5050.285645
	Iteration 14Q: 3 clusters Score -3361103 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3362172.500000 Penalty: 5050.285645
	Iteration 15Q: 3 clusters Score -3362172 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3363264.500000 Penalty: 5050.285645
	Iteration 16Q: 3 clusters Score -3363264 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3364143.250000 Penalty: 5050.285645
	Iteration 17Q: 3 clusters Score -3364143 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3364751.750000 Penalty: 5050.285645
	Iteration 18Q: 3 clusters Score -3364752 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3365091.500000 Penalty: 5050.285645
	Iteration 19Q: 3 clusters Score -3365092 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3365307.250000 Penalty: 5050.285645
	Iteration 20F: 3 clusters Score -3365307 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3365408.250000 Penalty: 5050.285645
	Iteration 21Q: 3 clusters Score -3365408 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3365465.000000 Penalty: 5050.285645
	Iteration 22Q: 3 clusters Score -3365465 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3365516.000000 Penalty: 5050.285645
	Iteration 23Q: 3 clusters Score -3365516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3365566.750000 Penalty: 5050.285645
	Iteration 24Q: 3 clusters Score -3365567 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3365614.500000 Penalty: 5050.285645
	Iteration 25Q: 3 clusters Score -3365614 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3365656.750000 Penalty: 5050.285645
	Iteration 26Q: 3 clusters Score -3365657 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3365689.500000 Penalty: 5050.285645
	Iteration 27Q: 3 clusters Score -3365690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3365724.000000 Penalty: 5050.285645
	Iteration 28Q: 3 clusters Score -3365724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3365747.500000 Penalty: 5050.285645
	Iteration 29Q: 3 clusters Score -3365748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3365774.000000 Penalty: 5050.285645
	Iteration 30Q: 3 clusters Score -3365774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3365798.250000 Penalty: 5050.285645
	Iteration 31Q: 3 clusters Score -3365798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3365819.000000 Penalty: 5050.285645
	Iteration 32Q: 3 clusters Score -3365819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3365837.500000 Penalty: 5050.285645
	Iteration 33Q: 3 clusters Score -3365838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3365836.250000 Penalty: 5050.285645
	Iteration 34Q: 3 clusters Score -3365836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3365849.500000 Penalty: 5050.285645
	Iteration 35Q: 3 clusters Score -3365850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3365860.750000 Penalty: 5050.285645
	Iteration 36Q: 3 clusters Score -3365861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3365861.750000 Penalty: 5050.285645
	Iteration 37Q: 3 clusters Score -3365862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3365871.250000 Penalty: 5050.285645
	Iteration 38Q: 3 clusters Score -3365871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3365886.500000 Penalty: 5050.285645
	Iteration 39Q: 3 clusters Score -3365886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3365898.500000 Penalty: 5050.285645
	Iteration 40F: 3 clusters Score -3365898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3365907.250000 Penalty: 5050.285645
	Iteration 41Q: 3 clusters Score -3365907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3365910.250000 Penalty: 5050.285645
	Iteration 42Q: 3 clusters Score -3365910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3365923.750000 Penalty: 5050.285645
	Iteration 43Q: 3 clusters Score -3365924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3365925.250000 Penalty: 5050.285645
	Iteration 44Q: 3 clusters Score -3365925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3365929.500000 Penalty: 5050.285645
	Iteration 45Q: 3 clusters Score -3365930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3365939.500000 Penalty: 5050.285645
	Iteration 46Q: 3 clusters Score -3365940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3365944.250000 Penalty: 5050.285645
	Iteration 47Q: 3 clusters Score -3365944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3365954.250000 Penalty: 5050.285645
	Iteration 48Q: 3 clusters Score -3365954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3365946.500000 Penalty: 5050.285645
	Iteration 49Q: 3 clusters Score -3365946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3365954.250000 Penalty: 5050.285645
	Iteration 50Q: 3 clusters Score -3365954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3365965.000000 Penalty: 5050.285645
	Iteration 51Q: 3 clusters Score -3365965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3365972.250000 Penalty: 5050.285645
	Iteration 52Q: 3 clusters Score -3365972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3365974.500000 Penalty: 5050.285645
	Iteration 53Q: 3 clusters Score -3365974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3365976.000000 Penalty: 5050.285645
	Iteration 54Q: 3 clusters Score -3365976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3365983.250000 Penalty: 5050.285645
	Iteration 55Q: 3 clusters Score -3365983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3365987.750000 Penalty: 5050.285645
	Iteration 56Q: 3 clusters Score -3365988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3365989.500000 Penalty: 5050.285645
	Iteration 57Q: 3 clusters Score -3365990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3366010.250000 Penalty: 5050.285645
	Iteration 58Q: 3 clusters Score -3366010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3366015.250000 Penalty: 5050.285645
	Iteration 59Q: 3 clusters Score -3366015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3366021.750000 Penalty: 5050.285645
	Iteration 60F: 3 clusters Score -3366022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3366019.750000 Penalty: 5050.285645
	Iteration 61Q: 3 clusters Score -3366020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3366025.750000 Penalty: 5050.285645
	Iteration 62Q: 3 clusters Score -3366026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3366025.000000 Penalty: 5050.285645
	Iteration 63Q: 3 clusters Score -3366025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3366028.750000 Penalty: 5050.285645
	Iteration 64Q: 3 clusters Score -3366029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3366036.000000 Penalty: 5050.285645
	Iteration 65Q: 3 clusters Score -3366036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3366041.750000 Penalty: 5050.285645
	Iteration 66Q: 3 clusters Score -3366042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3366035.250000 Penalty: 5050.285645
	Iteration 67Q: 3 clusters Score -3366035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3366041.000000 Penalty: 5050.285645
	Iteration 68Q: 3 clusters Score -3366041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3366043.000000 Penalty: 5050.285645
	Iteration 69Q: 3 clusters Score -3366043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3366052.000000 Penalty: 5050.285645
	Iteration 70Q: 3 clusters Score -3366052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3366054.250000 Penalty: 5050.285645
	Iteration 71Q: 3 clusters Score -3366054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3366058.500000 Penalty: 5050.285645
	Iteration 72Q: 3 clusters Score -3366058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3366060.000000 Penalty: 5050.285645
	Iteration 73Q: 3 clusters Score -3366060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3366063.250000 Penalty: 5050.285645
	Iteration 74Q: 3 clusters Score -3366063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3366059.500000 Penalty: 5050.285645
	Iteration 75Q: 3 clusters Score -3366060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3366059.750000 Penalty: 5050.285645
	Iteration 76Q: 3 clusters Score -3366060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3366060.250000 Penalty: 5050.285645
	Iteration 77Q: 3 clusters Score -3366060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3366061.500000 Penalty: 5050.285645
	Iteration 78Q: 3 clusters Score -3366062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3366062.500000 Penalty: 5050.285645
	Iteration 79Q: 3 clusters Score -3366062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3366067.750000 Penalty: 5050.285645
	Iteration 80F: 3 clusters Score -3366068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3366065.250000 Penalty: 5050.285645
	Iteration 81Q: 3 clusters Score -3366065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3366069.250000 Penalty: 5050.285645
	Iteration 82Q: 3 clusters Score -3366069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3366067.500000 Penalty: 5050.285645
	Iteration 83Q: 3 clusters Score -3366068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3366071.250000 Penalty: 5050.285645
	Iteration 84Q: 3 clusters Score -3366071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3366072.000000 Penalty: 5050.285645
	Iteration 85Q: 3 clusters Score -3366072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3366067.750000 Penalty: 5050.285645
	Iteration 86Q: 3 clusters Score -3366068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3366067.750000 Penalty: 5050.285645
	Iteration 87Q: 3 clusters Score -3366068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3366069.750000 Penalty: 5050.285645
	Iteration 88Q: 3 clusters Score -3366070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3366067.500000 Penalty: 5050.285645
	Iteration 89Q: 3 clusters Score -3366068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3366066.750000 Penalty: 5050.285645
	Iteration 90Q: 3 clusters Score -3366067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3366070.500000 Penalty: 5050.285645
	Iteration 91Q: 3 clusters Score -3366070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3366072.500000 Penalty: 5050.285645
	Iteration 92Q: 3 clusters Score -3366072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3366073.750000 Penalty: 5050.285645
	Iteration 93Q: 3 clusters Score -3366074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3366071.250000 Penalty: 5050.285645
	Iteration 94Q: 3 clusters Score -3366071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3366075.000000 Penalty: 5050.285645
	Iteration 95Q: 3 clusters Score -3366075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3366073.000000 Penalty: 5050.285645
	Iteration 96Q: 3 clusters Score -3366073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3366072.500000 Penalty: 5050.285645
	Iteration 97Q: 3 clusters Score -3366072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3366068.500000 Penalty: 5050.285645
	Iteration 98Q: 3 clusters Score -3366068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3366069.000000 Penalty: 5050.285645
	Iteration 99Q: 3 clusters Score -3366069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3366074.750000 Penalty: 5050.285645
	Iteration 100F: 3 clusters Score -3366075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3366075.000000 Penalty: 5050.285645
	Iteration 101Q: 3 clusters Score -3366075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3366075.000000 Penalty: 5050.285645
	Iteration 102Q: 3 clusters Score -3366075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3366075.000000 Penalty: 5050.285645
	Iteration 103Q: 3 clusters Score -3366075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3366075.000000 Penalty: 5050.285645
	Iteration 104F: 3 clusters Score -3366075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (192812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192812 members 
Entering Unmasked Estep 
Score: -24715610.000000 Penalty: 3018.028809
	Iteration 0F: 2 clusters Score -2.471561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -24595942.000000 Penalty: 6036.057617
	Iteration 0F: 3 clusters Score -2.459594e+07 nChanged 92663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -24650732.000000 Penalty: 6036.057617
	Iteration 1F: 3 clusters Score -2.465073e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -24652154.000000 Penalty: 6036.057617
	Iteration 2Q: 3 clusters Score -2.465215e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -24654468.000000 Penalty: 6036.057617
	Iteration 3Q: 3 clusters Score -2.465447e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -24657510.000000 Penalty: 6036.057617
	Iteration 4Q: 3 clusters Score -2.465751e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -24662980.000000 Penalty: 6036.057617
	Iteration 5F: 3 clusters Score -2.466298e+07 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127604 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -24671388.000000 Penalty: 6036.057617
	Iteration 6F: 3 clusters Score -2.467139e+07 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136976 members 
Mstep: Class 2 contains 55836 members 
Entering Unmasked Estep 
Score: -24681702.000000 Penalty: 6036.057617
	Iteration 7F: 3 clusters Score -2.46817e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -24691926.000000 Penalty: 6036.057617
	Iteration 8F: 3 clusters Score -2.469193e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -24699026.000000 Penalty: 6036.057617
	Iteration 9F: 3 clusters Score -2.469903e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -24702946.000000 Penalty: 6036.057617
	Iteration 10Q: 3 clusters Score -2.470295e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -24704940.000000 Penalty: 6036.057617
	Iteration 11Q: 3 clusters Score -2.470494e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159375 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -24706328.000000 Penalty: 6036.057617
	Iteration 12Q: 3 clusters Score -2.470633e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -24707316.000000 Penalty: 6036.057617
	Iteration 13Q: 3 clusters Score -2.470732e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164118 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -24708262.000000 Penalty: 6036.057617
	Iteration 14Q: 3 clusters Score -2.470826e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -24709306.000000 Penalty: 6036.057617
	Iteration 15Q: 3 clusters Score -2.470931e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -24710094.000000 Penalty: 6036.057617
	Iteration 16Q: 3 clusters Score -2.471009e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -24710862.000000 Penalty: 6036.057617
	Iteration 17Q: 3 clusters Score -2.471086e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172592 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -24711524.000000 Penalty: 6036.057617
	Iteration 18Q: 3 clusters Score -2.471152e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -24711978.000000 Penalty: 6036.057617
	Iteration 19Q: 3 clusters Score -2.471198e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -24712594.000000 Penalty: 6036.057617
	Iteration 20F: 3 clusters Score -2.471259e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177916 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -24712970.000000 Penalty: 6036.057617
	Iteration 21Q: 3 clusters Score -2.471297e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179389 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -24713292.000000 Penalty: 6036.057617
	Iteration 22Q: 3 clusters Score -2.471329e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -24713534.000000 Penalty: 6036.057617
	Iteration 23Q: 3 clusters Score -2.471353e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182002 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -24713870.000000 Penalty: 6036.057617
	Iteration 24Q: 3 clusters Score -2.471387e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -24714292.000000 Penalty: 6036.057617
	Iteration 25Q: 3 clusters Score -2.471429e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184020 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -24714970.000000 Penalty: 6036.057617
	Iteration 26Q: 3 clusters Score -2.471497e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -24715838.000000 Penalty: 6036.057617
	Iteration 27Q: 3 clusters Score -2.471584e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185143 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -24716602.000000 Penalty: 6036.057617
	Iteration 28Q: 3 clusters Score -2.47166e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185287 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -24717004.000000 Penalty: 6036.057617
	Iteration 29Q: 3 clusters Score -2.4717e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185287 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -24717322.000000 Penalty: 6036.057617
	Iteration 30Q: 3 clusters Score -2.471732e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -24717590.000000 Penalty: 6036.057617
	Iteration 31Q: 3 clusters Score -2.471759e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185048 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -24717742.000000 Penalty: 6036.057617
	Iteration 32Q: 3 clusters Score -2.471774e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -24717882.000000 Penalty: 6036.057617
	Iteration 33Q: 3 clusters Score -2.471788e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -24717966.000000 Penalty: 6036.057617
	Iteration 34Q: 3 clusters Score -2.471797e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184507 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -24718154.000000 Penalty: 6036.057617
	Iteration 35Q: 3 clusters Score -2.471815e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184280 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -24718228.000000 Penalty: 6036.057617
	Iteration 36Q: 3 clusters Score -2.471823e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184068 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -24718342.000000 Penalty: 6036.057617
	Iteration 37Q: 3 clusters Score -2.471834e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183866 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -24718388.000000 Penalty: 6036.057617
	Iteration 38Q: 3 clusters Score -2.471839e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -24718418.000000 Penalty: 6036.057617
	Iteration 39Q: 3 clusters Score -2.471842e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183519 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -24718658.000000 Penalty: 6036.057617
	Iteration 40F: 3 clusters Score -2.471866e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -24718724.000000 Penalty: 6036.057617
	Iteration 41Q: 3 clusters Score -2.471872e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182926 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -24718876.000000 Penalty: 6036.057617
	Iteration 42Q: 3 clusters Score -2.471888e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -24719036.000000 Penalty: 6036.057617
	Iteration 43Q: 3 clusters Score -2.471904e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182296 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -24719218.000000 Penalty: 6036.057617
	Iteration 44Q: 3 clusters Score -2.471922e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -24719360.000000 Penalty: 6036.057617
	Iteration 45Q: 3 clusters Score -2.471936e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181731 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -24719492.000000 Penalty: 6036.057617
	Iteration 46Q: 3 clusters Score -2.471949e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181445 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -24719668.000000 Penalty: 6036.057617
	Iteration 47Q: 3 clusters Score -2.471967e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181135 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -24719758.000000 Penalty: 6036.057617
	Iteration 48Q: 3 clusters Score -2.471976e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180815 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -24719954.000000 Penalty: 6036.057617
	Iteration 49Q: 3 clusters Score -2.471995e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180515 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -24720114.000000 Penalty: 6036.057617
	Iteration 50Q: 3 clusters Score -2.472011e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -24720258.000000 Penalty: 6036.057617
	Iteration 51Q: 3 clusters Score -2.472026e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179844 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -24720380.000000 Penalty: 6036.057617
	Iteration 52Q: 3 clusters Score -2.472038e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -24720502.000000 Penalty: 6036.057617
	Iteration 53Q: 3 clusters Score -2.47205e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179112 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -24720660.000000 Penalty: 6036.057617
	Iteration 54Q: 3 clusters Score -2.472066e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178725 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -24720696.000000 Penalty: 6036.057617
	Iteration 55Q: 3 clusters Score -2.47207e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178352 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -24720796.000000 Penalty: 6036.057617
	Iteration 56Q: 3 clusters Score -2.47208e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -24720880.000000 Penalty: 6036.057617
	Iteration 57Q: 3 clusters Score -2.472088e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -24721002.000000 Penalty: 6036.057617
	Iteration 58Q: 3 clusters Score -2.4721e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -24721142.000000 Penalty: 6036.057617
	Iteration 59Q: 3 clusters Score -2.472114e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176698 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -24721330.000000 Penalty: 6036.057617
	Iteration 60F: 3 clusters Score -2.472133e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -24721478.000000 Penalty: 6036.057617
	Iteration 61Q: 3 clusters Score -2.472148e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -24721666.000000 Penalty: 6036.057617
	Iteration 62Q: 3 clusters Score -2.472167e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -24721946.000000 Penalty: 6036.057617
	Iteration 63Q: 3 clusters Score -2.472195e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -24722146.000000 Penalty: 6036.057617
	Iteration 64Q: 3 clusters Score -2.472215e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -24722426.000000 Penalty: 6036.057617
	Iteration 65Q: 3 clusters Score -2.472243e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173490 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -24722672.000000 Penalty: 6036.057617
	Iteration 66Q: 3 clusters Score -2.472267e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -24722892.000000 Penalty: 6036.057617
	Iteration 67Q: 3 clusters Score -2.472289e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -24723162.000000 Penalty: 6036.057617
	Iteration 68Q: 3 clusters Score -2.472316e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -24723446.000000 Penalty: 6036.057617
	Iteration 69Q: 3 clusters Score -2.472345e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -24723588.000000 Penalty: 6036.057617
	Iteration 70Q: 3 clusters Score -2.472359e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170396 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -24723732.000000 Penalty: 6036.057617
	Iteration 71Q: 3 clusters Score -2.472373e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -24723934.000000 Penalty: 6036.057617
	Iteration 72Q: 3 clusters Score -2.472393e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169083 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -24724146.000000 Penalty: 6036.057617
	Iteration 73Q: 3 clusters Score -2.472415e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168412 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -24724292.000000 Penalty: 6036.057617
	Iteration 74Q: 3 clusters Score -2.472429e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167764 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -24724500.000000 Penalty: 6036.057617
	Iteration 75Q: 3 clusters Score -2.47245e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167146 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -24724616.000000 Penalty: 6036.057617
	Iteration 76Q: 3 clusters Score -2.472462e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -24724738.000000 Penalty: 6036.057617
	Iteration 77Q: 3 clusters Score -2.472474e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166081 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -24724890.000000 Penalty: 6036.057617
	Iteration 78Q: 3 clusters Score -2.472489e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165597 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -24725006.000000 Penalty: 6036.057617
	Iteration 79Q: 3 clusters Score -2.472501e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165112 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -24724960.000000 Penalty: 6036.057617
	Iteration 80F: 3 clusters Score -2.472496e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -24725080.000000 Penalty: 6036.057617
	Iteration 81Q: 3 clusters Score -2.472508e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -24725116.000000 Penalty: 6036.057617
	Iteration 82Q: 3 clusters Score -2.472512e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163704 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -24725172.000000 Penalty: 6036.057617
	Iteration 83Q: 3 clusters Score -2.472517e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163347 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -24725202.000000 Penalty: 6036.057617
	Iteration 84Q: 3 clusters Score -2.47252e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -24725220.000000 Penalty: 6036.057617
	Iteration 85Q: 3 clusters Score -2.472522e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -24725262.000000 Penalty: 6036.057617
	Iteration 86Q: 3 clusters Score -2.472526e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -24725336.000000 Penalty: 6036.057617
	Iteration 87Q: 3 clusters Score -2.472534e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162195 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -24725360.000000 Penalty: 6036.057617
	Iteration 88Q: 3 clusters Score -2.472536e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161990 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -24725388.000000 Penalty: 6036.057617
	Iteration 89Q: 3 clusters Score -2.472539e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -24725384.000000 Penalty: 6036.057617
	Iteration 90Q: 3 clusters Score -2.472538e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -24725354.000000 Penalty: 6036.057617
	Iteration 91Q: 3 clusters Score -2.472535e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -24725322.000000 Penalty: 6036.057617
	Iteration 92Q: 3 clusters Score -2.472532e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -24725336.000000 Penalty: 6036.057617
	Iteration 93Q: 3 clusters Score -2.472534e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -24725362.000000 Penalty: 6036.057617
	Iteration 94Q: 3 clusters Score -2.472536e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -24725408.000000 Penalty: 6036.057617
	Iteration 95Q: 3 clusters Score -2.472541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160842 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -24725416.000000 Penalty: 6036.057617
	Iteration 96Q: 3 clusters Score -2.472542e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160728 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -24725466.000000 Penalty: 6036.057617
	Iteration 97Q: 3 clusters Score -2.472547e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -24725520.000000 Penalty: 6036.057617
	Iteration 98Q: 3 clusters Score -2.472552e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160533 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -24725504.000000 Penalty: 6036.057617
	Iteration 99Q: 3 clusters Score -2.47255e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -24725498.000000 Penalty: 6036.057617
	Iteration 100F: 3 clusters Score -2.47255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -24725482.000000 Penalty: 6036.057617
	Iteration 101Q: 3 clusters Score -2.472548e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160282 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -24725472.000000 Penalty: 6036.057617
	Iteration 102Q: 3 clusters Score -2.472547e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -24725472.000000 Penalty: 6036.057617
	Iteration 103Q: 3 clusters Score -2.472547e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -24725460.000000 Penalty: 6036.057617
	Iteration 104Q: 3 clusters Score -2.472546e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -24725486.000000 Penalty: 6036.057617
	Iteration 105Q: 3 clusters Score -2.472549e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -24725502.000000 Penalty: 6036.057617
	Iteration 106Q: 3 clusters Score -2.47255e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -24725470.000000 Penalty: 6036.057617
	Iteration 107Q: 3 clusters Score -2.472547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -24725468.000000 Penalty: 6036.057617
	Iteration 108Q: 3 clusters Score -2.472547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -24725454.000000 Penalty: 6036.057617
	Iteration 109Q: 3 clusters Score -2.472545e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -24725456.000000 Penalty: 6036.057617
	Iteration 110Q: 3 clusters Score -2.472546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -24725484.000000 Penalty: 6036.057617
	Iteration 111Q: 3 clusters Score -2.472548e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -24725478.000000 Penalty: 6036.057617
	Iteration 112Q: 3 clusters Score -2.472548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -24725468.000000 Penalty: 6036.057617
	Iteration 113Q: 3 clusters Score -2.472547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -24725454.000000 Penalty: 6036.057617
	Iteration 114Q: 3 clusters Score -2.472545e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -24725476.000000 Penalty: 6036.057617
	Iteration 115Q: 3 clusters Score -2.472548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -24725460.000000 Penalty: 6036.057617
	Iteration 116Q: 3 clusters Score -2.472546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -24725464.000000 Penalty: 6036.057617
	Iteration 117Q: 3 clusters Score -2.472546e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -24725480.000000 Penalty: 6036.057617
	Iteration 118Q: 3 clusters Score -2.472548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -24725480.000000 Penalty: 6036.057617
	Iteration 119Q: 3 clusters Score -2.472548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -24725500.000000 Penalty: 6036.057617
	Iteration 120F: 3 clusters Score -2.47255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -24725520.000000 Penalty: 6036.057617
	Iteration 121Q: 3 clusters Score -2.472552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -24725510.000000 Penalty: 6036.057617
	Iteration 122Q: 3 clusters Score -2.472551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159342 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -24725526.000000 Penalty: 6036.057617
	Iteration 123Q: 3 clusters Score -2.472553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159321 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -24725554.000000 Penalty: 6036.057617
	Iteration 124Q: 3 clusters Score -2.472555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159298 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -24725540.000000 Penalty: 6036.057617
	Iteration 125Q: 3 clusters Score -2.472554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -24725528.000000 Penalty: 6036.057617
	Iteration 126Q: 3 clusters Score -2.472553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159272 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -24725544.000000 Penalty: 6036.057617
	Iteration 127Q: 3 clusters Score -2.472554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -24725542.000000 Penalty: 6036.057617
	Iteration 128Q: 3 clusters Score -2.472554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -24725532.000000 Penalty: 6036.057617
	Iteration 129Q: 3 clusters Score -2.472553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -24725524.000000 Penalty: 6036.057617
	Iteration 130Q: 3 clusters Score -2.472552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159242 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -24725520.000000 Penalty: 6036.057617
	Iteration 131Q: 3 clusters Score -2.472552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -24725530.000000 Penalty: 6036.057617
	Iteration 132Q: 3 clusters Score -2.472553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159235 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -24725520.000000 Penalty: 6036.057617
	Iteration 133Q: 3 clusters Score -2.472552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -24725516.000000 Penalty: 6036.057617
	Iteration 134Q: 3 clusters Score -2.472552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -24725516.000000 Penalty: 6036.057617
	Iteration 135Q: 3 clusters Score -2.472552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -24725520.000000 Penalty: 6036.057617
	Iteration 136Q: 3 clusters Score -2.472552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -24725520.000000 Penalty: 6036.057617
	Iteration 137F: 3 clusters Score -2.472552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 4 contains 33583 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 159229 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201314 members 
Mstep: Class 19 contains 160598 members 
Entering Unmasked Estep 
Score: -149670304.000000 Penalty: 65918.976562
Splitting cluster 16 changes total score from -149661136.000000 to -149670304.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75541.359375 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75541.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73935.531250 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73935.53 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74364.937500 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74364.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74509.085938 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74509.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74625.859375 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -74625.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74758.968750 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74758.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74842.875000 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74842.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -74902.875000 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74902.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -74932.882812 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74932.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -74938.773438 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74938.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -74947.000000 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -74955.250000 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74955.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74961.164062 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74961.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -74970.882812 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74970.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -74976.367188 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74976.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -74976.367188 Penalty: 3217.891357
	Iteration 14F: 3 clusters Score -74976.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201314 members 
Entering Unmasked Estep 
Score: -25713314.000000 Penalty: 3028.729980
	Iteration 0F: 2 clusters Score -2.571331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -25582474.000000 Penalty: 6057.459961
	Iteration 0F: 3 clusters Score -2.558247e+07 nChanged 96757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -25638796.000000 Penalty: 6057.459961
	Iteration 1F: 3 clusters Score -2.56388e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103634 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -25639784.000000 Penalty: 6057.459961
	Iteration 2Q: 3 clusters Score -2.563978e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -25641322.000000 Penalty: 6057.459961
	Iteration 3Q: 3 clusters Score -2.564132e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -25643366.000000 Penalty: 6057.459961
	Iteration 4Q: 3 clusters Score -2.564337e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -25647152.000000 Penalty: 6057.459961
	Iteration 5Q: 3 clusters Score -2.564715e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121330 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -25653352.000000 Penalty: 6057.459961
	Iteration 6F: 3 clusters Score -2.565335e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130476 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -25663456.000000 Penalty: 6057.459961
	Iteration 7F: 3 clusters Score -2.566346e+07 nChanged 15158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -25677860.000000 Penalty: 6057.459961
	Iteration 8F: 3 clusters Score -2.567786e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147884 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -25693962.000000 Penalty: 6057.459961
	Iteration 9F: 3 clusters Score -2.569396e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151528 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -25704222.000000 Penalty: 6057.459961
	Iteration 10F: 3 clusters Score -2.570422e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153471 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -25707758.000000 Penalty: 6057.459961
	Iteration 11Q: 3 clusters Score -2.570776e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -25709746.000000 Penalty: 6057.459961
	Iteration 12Q: 3 clusters Score -2.570975e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -25710880.000000 Penalty: 6057.459961
	Iteration 13Q: 3 clusters Score -2.571088e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -25711724.000000 Penalty: 6057.459961
	Iteration 14Q: 3 clusters Score -2.571172e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -25712434.000000 Penalty: 6057.459961
	Iteration 15Q: 3 clusters Score -2.571243e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160076 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -25712766.000000 Penalty: 6057.459961
	Iteration 16Q: 3 clusters Score -2.571277e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -25712932.000000 Penalty: 6057.459961
	Iteration 17Q: 3 clusters Score -2.571293e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -25713100.000000 Penalty: 6057.459961
	Iteration 18Q: 3 clusters Score -2.57131e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -25713318.000000 Penalty: 6057.459961
	Iteration 19Q: 3 clusters Score -2.571332e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -25713340.000000 Penalty: 6057.459961
	Iteration 20F: 3 clusters Score -2.571334e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -25713446.000000 Penalty: 6057.459961
	Iteration 21Q: 3 clusters Score -2.571345e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165043 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -25713496.000000 Penalty: 6057.459961
	Iteration 22Q: 3 clusters Score -2.57135e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -25713614.000000 Penalty: 6057.459961
	Iteration 23Q: 3 clusters Score -2.571361e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166414 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -25713708.000000 Penalty: 6057.459961
	Iteration 24Q: 3 clusters Score -2.571371e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167052 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -25713742.000000 Penalty: 6057.459961
	Iteration 25Q: 3 clusters Score -2.571374e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167702 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -25713780.000000 Penalty: 6057.459961
	Iteration 26Q: 3 clusters Score -2.571378e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -25713772.000000 Penalty: 6057.459961
	Iteration 27Q: 3 clusters Score -2.571377e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168904 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -25713886.000000 Penalty: 6057.459961
	Iteration 28Q: 3 clusters Score -2.571389e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -25713996.000000 Penalty: 6057.459961
	Iteration 29Q: 3 clusters Score -2.5714e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170088 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -25714134.000000 Penalty: 6057.459961
	Iteration 30Q: 3 clusters Score -2.571413e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -25714164.000000 Penalty: 6057.459961
	Iteration 31Q: 3 clusters Score -2.571416e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171077 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -25714116.000000 Penalty: 6057.459961
	Iteration 32Q: 3 clusters Score -2.571412e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -25714138.000000 Penalty: 6057.459961
	Iteration 33Q: 3 clusters Score -2.571414e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172007 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -25714070.000000 Penalty: 6057.459961
	Iteration 34Q: 3 clusters Score -2.571407e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -25714022.000000 Penalty: 6057.459961
	Iteration 35Q: 3 clusters Score -2.571402e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -25713980.000000 Penalty: 6057.459961
	Iteration 36Q: 3 clusters Score -2.571398e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -25714070.000000 Penalty: 6057.459961
	Iteration 37Q: 3 clusters Score -2.571407e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -25714024.000000 Penalty: 6057.459961
	Iteration 38Q: 3 clusters Score -2.571402e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -25713972.000000 Penalty: 6057.459961
	Iteration 39Q: 3 clusters Score -2.571397e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174596 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -25714020.000000 Penalty: 6057.459961
	Iteration 40F: 3 clusters Score -2.571402e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174956 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -25714004.000000 Penalty: 6057.459961
	Iteration 41Q: 3 clusters Score -2.5714e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -25714064.000000 Penalty: 6057.459961
	Iteration 42Q: 3 clusters Score -2.571406e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -25714054.000000 Penalty: 6057.459961
	Iteration 43Q: 3 clusters Score -2.571405e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -25714092.000000 Penalty: 6057.459961
	Iteration 44Q: 3 clusters Score -2.571409e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176223 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -25714082.000000 Penalty: 6057.459961
	Iteration 45Q: 3 clusters Score -2.571408e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176540 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -25714168.000000 Penalty: 6057.459961
	Iteration 46Q: 3 clusters Score -2.571417e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176838 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -25714122.000000 Penalty: 6057.459961
	Iteration 47Q: 3 clusters Score -2.571412e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177134 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -25714142.000000 Penalty: 6057.459961
	Iteration 48Q: 3 clusters Score -2.571414e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177404 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -25714134.000000 Penalty: 6057.459961
	Iteration 49Q: 3 clusters Score -2.571413e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -25714078.000000 Penalty: 6057.459961
	Iteration 50Q: 3 clusters Score -2.571408e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177948 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -25714074.000000 Penalty: 6057.459961
	Iteration 51Q: 3 clusters Score -2.571407e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178220 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -25714120.000000 Penalty: 6057.459961
	Iteration 52Q: 3 clusters Score -2.571412e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178488 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -25714098.000000 Penalty: 6057.459961
	Iteration 53Q: 3 clusters Score -2.57141e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -25714100.000000 Penalty: 6057.459961
	Iteration 54Q: 3 clusters Score -2.57141e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -25714050.000000 Penalty: 6057.459961
	Iteration 55Q: 3 clusters Score -2.571405e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -25714074.000000 Penalty: 6057.459961
	Iteration 56Q: 3 clusters Score -2.571407e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179555 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -25714066.000000 Penalty: 6057.459961
	Iteration 57Q: 3 clusters Score -2.571407e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -25714078.000000 Penalty: 6057.459961
	Iteration 58Q: 3 clusters Score -2.571408e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -25714080.000000 Penalty: 6057.459961
	Iteration 59Q: 3 clusters Score -2.571408e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180267 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -25714054.000000 Penalty: 6057.459961
	Iteration 60F: 3 clusters Score -2.571405e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180466 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -25714072.000000 Penalty: 6057.459961
	Iteration 61Q: 3 clusters Score -2.571407e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180677 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -25714114.000000 Penalty: 6057.459961
	Iteration 62Q: 3 clusters Score -2.571411e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180882 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -25714062.000000 Penalty: 6057.459961
	Iteration 63Q: 3 clusters Score -2.571406e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -25714024.000000 Penalty: 6057.459961
	Iteration 64Q: 3 clusters Score -2.571402e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -25714036.000000 Penalty: 6057.459961
	Iteration 65Q: 3 clusters Score -2.571404e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181411 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -25714010.000000 Penalty: 6057.459961
	Iteration 66Q: 3 clusters Score -2.571401e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181552 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -25713980.000000 Penalty: 6057.459961
	Iteration 67Q: 3 clusters Score -2.571398e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181692 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -25713960.000000 Penalty: 6057.459961
	Iteration 68Q: 3 clusters Score -2.571396e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -25713982.000000 Penalty: 6057.459961
	Iteration 69Q: 3 clusters Score -2.571398e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181954 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -25713954.000000 Penalty: 6057.459961
	Iteration 70Q: 3 clusters Score -2.571395e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182094 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -25713956.000000 Penalty: 6057.459961
	Iteration 71Q: 3 clusters Score -2.571396e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182241 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -25713904.000000 Penalty: 6057.459961
	Iteration 72Q: 3 clusters Score -2.57139e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182376 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -25713922.000000 Penalty: 6057.459961
	Iteration 73Q: 3 clusters Score -2.571392e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182518 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -25713912.000000 Penalty: 6057.459961
	Iteration 74Q: 3 clusters Score -2.571391e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -25713912.000000 Penalty: 6057.459961
	Iteration 75Q: 3 clusters Score -2.571391e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -25713904.000000 Penalty: 6057.459961
	Iteration 76Q: 3 clusters Score -2.57139e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -25713882.000000 Penalty: 6057.459961
	Iteration 77Q: 3 clusters Score -2.571388e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183058 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -25713852.000000 Penalty: 6057.459961
	Iteration 78Q: 3 clusters Score -2.571385e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -25713838.000000 Penalty: 6057.459961
	Iteration 79Q: 3 clusters Score -2.571384e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183304 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -25713812.000000 Penalty: 6057.459961
	Iteration 80F: 3 clusters Score -2.571381e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183415 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -25713818.000000 Penalty: 6057.459961
	Iteration 81Q: 3 clusters Score -2.571382e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183530 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -25713782.000000 Penalty: 6057.459961
	Iteration 82Q: 3 clusters Score -2.571378e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183643 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -25713796.000000 Penalty: 6057.459961
	Iteration 83Q: 3 clusters Score -2.57138e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183746 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -25713796.000000 Penalty: 6057.459961
	Iteration 84Q: 3 clusters Score -2.57138e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183845 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -25713742.000000 Penalty: 6057.459961
	Iteration 85Q: 3 clusters Score -2.571374e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183960 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -25713812.000000 Penalty: 6057.459961
	Iteration 86Q: 3 clusters Score -2.571381e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184065 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -25713756.000000 Penalty: 6057.459961
	Iteration 87Q: 3 clusters Score -2.571376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184153 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -25713738.000000 Penalty: 6057.459961
	Iteration 88Q: 3 clusters Score -2.571374e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184229 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -25713686.000000 Penalty: 6057.459961
	Iteration 89Q: 3 clusters Score -2.571369e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184315 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -25713684.000000 Penalty: 6057.459961
	Iteration 90Q: 3 clusters Score -2.571368e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184403 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -25713652.000000 Penalty: 6057.459961
	Iteration 91Q: 3 clusters Score -2.571365e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184485 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -25713630.000000 Penalty: 6057.459961
	Iteration 92Q: 3 clusters Score -2.571363e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184556 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -25713662.000000 Penalty: 6057.459961
	Iteration 93Q: 3 clusters Score -2.571366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -25713664.000000 Penalty: 6057.459961
	Iteration 94Q: 3 clusters Score -2.571366e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -25713670.000000 Penalty: 6057.459961
	Iteration 95Q: 3 clusters Score -2.571367e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -25713694.000000 Penalty: 6057.459961
	Iteration 96Q: 3 clusters Score -2.571369e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -25713664.000000 Penalty: 6057.459961
	Iteration 97Q: 3 clusters Score -2.571366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184900 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -25713666.000000 Penalty: 6057.459961
	Iteration 98Q: 3 clusters Score -2.571367e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184964 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -25713648.000000 Penalty: 6057.459961
	Iteration 99Q: 3 clusters Score -2.571365e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185024 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -25713644.000000 Penalty: 6057.459961
	Iteration 100F: 3 clusters Score -2.571364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -25713616.000000 Penalty: 6057.459961
	Iteration 101Q: 3 clusters Score -2.571362e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185135 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -25713606.000000 Penalty: 6057.459961
	Iteration 102Q: 3 clusters Score -2.571361e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -25713618.000000 Penalty: 6057.459961
	Iteration 103Q: 3 clusters Score -2.571362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185248 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -25713624.000000 Penalty: 6057.459961
	Iteration 104Q: 3 clusters Score -2.571362e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185305 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -25713640.000000 Penalty: 6057.459961
	Iteration 105Q: 3 clusters Score -2.571364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185355 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -25713602.000000 Penalty: 6057.459961
	Iteration 106Q: 3 clusters Score -2.57136e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185401 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -25713624.000000 Penalty: 6057.459961
	Iteration 107Q: 3 clusters Score -2.571362e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185441 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -25713616.000000 Penalty: 6057.459961
	Iteration 108Q: 3 clusters Score -2.571362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185479 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -25713622.000000 Penalty: 6057.459961
	Iteration 109Q: 3 clusters Score -2.571362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -25713618.000000 Penalty: 6057.459961
	Iteration 110Q: 3 clusters Score -2.571362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185553 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -25713604.000000 Penalty: 6057.459961
	Iteration 111Q: 3 clusters Score -2.57136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185587 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -25713626.000000 Penalty: 6057.459961
	Iteration 112Q: 3 clusters Score -2.571363e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185625 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -25713634.000000 Penalty: 6057.459961
	Iteration 113Q: 3 clusters Score -2.571363e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185654 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -25713598.000000 Penalty: 6057.459961
	Iteration 114Q: 3 clusters Score -2.57136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185683 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -25713596.000000 Penalty: 6057.459961
	Iteration 115Q: 3 clusters Score -2.57136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185721 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -25713620.000000 Penalty: 6057.459961
	Iteration 116Q: 3 clusters Score -2.571362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185755 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -25713586.000000 Penalty: 6057.459961
	Iteration 117Q: 3 clusters Score -2.571359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185784 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -25713572.000000 Penalty: 6057.459961
	Iteration 118Q: 3 clusters Score -2.571357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185801 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -25713588.000000 Penalty: 6057.459961
	Iteration 119Q: 3 clusters Score -2.571359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185812 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -25713584.000000 Penalty: 6057.459961
	Iteration 120F: 3 clusters Score -2.571358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -25713592.000000 Penalty: 6057.459961
	Iteration 121Q: 3 clusters Score -2.571359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185829 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -25713568.000000 Penalty: 6057.459961
	Iteration 122Q: 3 clusters Score -2.571357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185841 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -25713584.000000 Penalty: 6057.459961
	Iteration 123Q: 3 clusters Score -2.571358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185847 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -25713556.000000 Penalty: 6057.459961
	Iteration 124Q: 3 clusters Score -2.571356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185856 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -25713570.000000 Penalty: 6057.459961
	Iteration 125Q: 3 clusters Score -2.571357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185858 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -25713576.000000 Penalty: 6057.459961
	Iteration 126Q: 3 clusters Score -2.571358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -25713562.000000 Penalty: 6057.459961
	Iteration 127Q: 3 clusters Score -2.571356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185861 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -25713566.000000 Penalty: 6057.459961
	Iteration 128Q: 3 clusters Score -2.571357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185861 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -25713566.000000 Penalty: 6057.459961
	Iteration 129F: 3 clusters Score -2.571357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 4 contains 33583 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 159229 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 185861 members 
Mstep: Class 19 contains 160598 members 
Mstep: Class 20 contains 15453 members 
Entering Unmasked Estep 
Score: -149669952.000000 Penalty: 69388.398438
Splitting cluster 18 changes total score from -149661136.000000 to -149669952.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (160598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160598 members 
Entering Unmasked Estep 
Score: -20597420.000000 Penalty: 2972.691650
	Iteration 0F: 2 clusters Score -2.059742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -20490974.000000 Penalty: 5945.383301
	Iteration 0F: 3 clusters Score -2.049097e+07 nChanged 76744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -20535374.000000 Penalty: 5945.383301
	Iteration 1F: 3 clusters Score -2.053537e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -20536608.000000 Penalty: 5945.383301
	Iteration 2Q: 3 clusters Score -2.053661e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -20538486.000000 Penalty: 5945.383301
	Iteration 3Q: 3 clusters Score -2.053849e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -20541256.000000 Penalty: 5945.383301
	Iteration 4Q: 3 clusters Score -2.054126e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -20546058.000000 Penalty: 5945.383301
	Iteration 5F: 3 clusters Score -2.054606e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -20552858.000000 Penalty: 5945.383301
	Iteration 6F: 3 clusters Score -2.055286e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 107566 members 
Entering Unmasked Estep 
Score: -20561952.000000 Penalty: 5945.383301
	Iteration 7F: 3 clusters Score -2.056195e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -20571532.000000 Penalty: 5945.383301
	Iteration 8F: 3 clusters Score -2.057153e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 120367 members 
Entering Unmasked Estep 
Score: -20578696.000000 Penalty: 5945.383301
	Iteration 9F: 3 clusters Score -2.05787e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -20582190.000000 Penalty: 5945.383301
	Iteration 10Q: 3 clusters Score -2.058219e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -20584002.000000 Penalty: 5945.383301
	Iteration 11Q: 3 clusters Score -2.0584e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -20585332.000000 Penalty: 5945.383301
	Iteration 12Q: 3 clusters Score -2.058533e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 132754 members 
Entering Unmasked Estep 
Score: -20586530.000000 Penalty: 5945.383301
	Iteration 13Q: 3 clusters Score -2.058653e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -20587624.000000 Penalty: 5945.383301
	Iteration 14Q: 3 clusters Score -2.058762e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 137682 members 
Entering Unmasked Estep 
Score: -20588652.000000 Penalty: 5945.383301
	Iteration 15Q: 3 clusters Score -2.058865e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 139956 members 
Entering Unmasked Estep 
Score: -20589654.000000 Penalty: 5945.383301
	Iteration 16Q: 3 clusters Score -2.058965e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 142004 members 
Entering Unmasked Estep 
Score: -20590574.000000 Penalty: 5945.383301
	Iteration 17Q: 3 clusters Score -2.059057e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 143871 members 
Entering Unmasked Estep 
Score: -20591296.000000 Penalty: 5945.383301
	Iteration 18Q: 3 clusters Score -2.05913e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 145621 members 
Entering Unmasked Estep 
Score: -20592018.000000 Penalty: 5945.383301
	Iteration 19Q: 3 clusters Score -2.059202e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -20592536.000000 Penalty: 5945.383301
	Iteration 20F: 3 clusters Score -2.059254e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 148524 members 
Entering Unmasked Estep 
Score: -20593048.000000 Penalty: 5945.383301
	Iteration 21Q: 3 clusters Score -2.059305e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 149726 members 
Entering Unmasked Estep 
Score: -20593372.000000 Penalty: 5945.383301
	Iteration 22Q: 3 clusters Score -2.059337e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -20593738.000000 Penalty: 5945.383301
	Iteration 23Q: 3 clusters Score -2.059374e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 151735 members 
Entering Unmasked Estep 
Score: -20594004.000000 Penalty: 5945.383301
	Iteration 24Q: 3 clusters Score -2.0594e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 152546 members 
Entering Unmasked Estep 
Score: -20594288.000000 Penalty: 5945.383301
	Iteration 25Q: 3 clusters Score -2.059429e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -20594470.000000 Penalty: 5945.383301
	Iteration 26Q: 3 clusters Score -2.059447e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 153887 members 
Entering Unmasked Estep 
Score: -20594752.000000 Penalty: 5945.383301
	Iteration 27Q: 3 clusters Score -2.059475e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -20594850.000000 Penalty: 5945.383301
	Iteration 28Q: 3 clusters Score -2.059485e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -20595018.000000 Penalty: 5945.383301
	Iteration 29Q: 3 clusters Score -2.059502e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -20595232.000000 Penalty: 5945.383301
	Iteration 30Q: 3 clusters Score -2.059523e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -20595312.000000 Penalty: 5945.383301
	Iteration 31Q: 3 clusters Score -2.059531e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 156129 members 
Entering Unmasked Estep 
Score: -20595422.000000 Penalty: 5945.383301
	Iteration 32Q: 3 clusters Score -2.059542e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -20595426.000000 Penalty: 5945.383301
	Iteration 33Q: 3 clusters Score -2.059543e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -20595460.000000 Penalty: 5945.383301
	Iteration 34Q: 3 clusters Score -2.059546e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -20595560.000000 Penalty: 5945.383301
	Iteration 35Q: 3 clusters Score -2.059556e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 157042 members 
Entering Unmasked Estep 
Score: -20595608.000000 Penalty: 5945.383301
	Iteration 36Q: 3 clusters Score -2.059561e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 157190 members 
Entering Unmasked Estep 
Score: -20595668.000000 Penalty: 5945.383301
	Iteration 37Q: 3 clusters Score -2.059567e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -20595674.000000 Penalty: 5945.383301
	Iteration 38Q: 3 clusters Score -2.059567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 157389 members 
Entering Unmasked Estep 
Score: -20595716.000000 Penalty: 5945.383301
	Iteration 39Q: 3 clusters Score -2.059572e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 157451 members 
Entering Unmasked Estep 
Score: -20595708.000000 Penalty: 5945.383301
	Iteration 40F: 3 clusters Score -2.059571e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -20595700.000000 Penalty: 5945.383301
	Iteration 41Q: 3 clusters Score -2.05957e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 157568 members 
Entering Unmasked Estep 
Score: -20595706.000000 Penalty: 5945.383301
	Iteration 42Q: 3 clusters Score -2.059571e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 157622 members 
Entering Unmasked Estep 
Score: -20595712.000000 Penalty: 5945.383301
	Iteration 43Q: 3 clusters Score -2.059571e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -20595750.000000 Penalty: 5945.383301
	Iteration 44Q: 3 clusters Score -2.059575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 157728 members 
Entering Unmasked Estep 
Score: -20595738.000000 Penalty: 5945.383301
	Iteration 45Q: 3 clusters Score -2.059574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -20595724.000000 Penalty: 5945.383301
	Iteration 46Q: 3 clusters Score -2.059572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -20595732.000000 Penalty: 5945.383301
	Iteration 47Q: 3 clusters Score -2.059573e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -20595746.000000 Penalty: 5945.383301
	Iteration 48Q: 3 clusters Score -2.059575e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 157897 members 
Entering Unmasked Estep 
Score: -20595780.000000 Penalty: 5945.383301
	Iteration 49Q: 3 clusters Score -2.059578e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 157932 members 
Entering Unmasked Estep 
Score: -20595782.000000 Penalty: 5945.383301
	Iteration 50Q: 3 clusters Score -2.059578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -20595780.000000 Penalty: 5945.383301
	Iteration 51Q: 3 clusters Score -2.059578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -20595790.000000 Penalty: 5945.383301
	Iteration 52Q: 3 clusters Score -2.059579e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -20595830.000000 Penalty: 5945.383301
	Iteration 53Q: 3 clusters Score -2.059583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 158045 members 
Entering Unmasked Estep 
Score: -20595840.000000 Penalty: 5945.383301
	Iteration 54Q: 3 clusters Score -2.059584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -20595824.000000 Penalty: 5945.383301
	Iteration 55Q: 3 clusters Score -2.059582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 158094 members 
Entering Unmasked Estep 
Score: -20595838.000000 Penalty: 5945.383301
	Iteration 56Q: 3 clusters Score -2.059584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -20595830.000000 Penalty: 5945.383301
	Iteration 57Q: 3 clusters Score -2.059583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -20595818.000000 Penalty: 5945.383301
	Iteration 58Q: 3 clusters Score -2.059582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -20595838.000000 Penalty: 5945.383301
	Iteration 59Q: 3 clusters Score -2.059584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -20595842.000000 Penalty: 5945.383301
	Iteration 60F: 3 clusters Score -2.059584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 158198 members 
Entering Unmasked Estep 
Score: -20595850.000000 Penalty: 5945.383301
	Iteration 61Q: 3 clusters Score -2.059585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -20595874.000000 Penalty: 5945.383301
	Iteration 62Q: 3 clusters Score -2.059587e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -20595876.000000 Penalty: 5945.383301
	Iteration 63Q: 3 clusters Score -2.059588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 158257 members 
Entering Unmasked Estep 
Score: -20595880.000000 Penalty: 5945.383301
	Iteration 64Q: 3 clusters Score -2.059588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -20595872.000000 Penalty: 5945.383301
	Iteration 65Q: 3 clusters Score -2.059587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 158277 members 
Entering Unmasked Estep 
Score: -20595872.000000 Penalty: 5945.383301
	Iteration 66Q: 3 clusters Score -2.059587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 158283 members 
Entering Unmasked Estep 
Score: -20595852.000000 Penalty: 5945.383301
	Iteration 67Q: 3 clusters Score -2.059585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -20595860.000000 Penalty: 5945.383301
	Iteration 68Q: 3 clusters Score -2.059586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -20595868.000000 Penalty: 5945.383301
	Iteration 69Q: 3 clusters Score -2.059587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 158310 members 
Entering Unmasked Estep 
Score: -20595868.000000 Penalty: 5945.383301
	Iteration 70Q: 3 clusters Score -2.059587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -20595848.000000 Penalty: 5945.383301
	Iteration 71Q: 3 clusters Score -2.059585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 158316 members 
Entering Unmasked Estep 
Score: -20595842.000000 Penalty: 5945.383301
	Iteration 72Q: 3 clusters Score -2.059584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -20595842.000000 Penalty: 5945.383301
	Iteration 73Q: 3 clusters Score -2.059584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 158332 members 
Entering Unmasked Estep 
Score: -20595846.000000 Penalty: 5945.383301
	Iteration 74Q: 3 clusters Score -2.059585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -20595838.000000 Penalty: 5945.383301
	Iteration 75Q: 3 clusters Score -2.059584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 158342 members 
Entering Unmasked Estep 
Score: -20595848.000000 Penalty: 5945.383301
	Iteration 76Q: 3 clusters Score -2.059585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -20595852.000000 Penalty: 5945.383301
	Iteration 77Q: 3 clusters Score -2.059585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -20595846.000000 Penalty: 5945.383301
	Iteration 78Q: 3 clusters Score -2.059585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -20595846.000000 Penalty: 5945.383301
	Iteration 79F: 3 clusters Score -2.059585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 48560 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22657 members 
Mstep: Class 7 contains 174464 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 171621 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 159229 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 185861 members 
Mstep: Class 19 contains 160598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676848.000000 Penalty: 69388.398438
Iteration 79Q: 21 clusters Score -1.496768e+08 nChanged 27013
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 177760 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 48930 members 
Mstep: Class 4 contains 31862 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22678 members 
Mstep: Class 7 contains 172768 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 170460 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26605 members 
Mstep: Class 16 contains 161489 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 188741 members 
Mstep: Class 19 contains 159870 members 
Mstep: Class 20 contains 15254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684368.000000 Penalty: 69388.398438
Iteration 80F: 21 clusters Score -1.496844e+08 nChanged 21769
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 176749 members 
Mstep: Class 2 contains 3391 members 
Mstep: Class 3 contains 48956 members 
Mstep: Class 4 contains 34605 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22644 members 
Mstep: Class 7 contains 170775 members 
Mstep: Class 8 contains 2232 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 168742 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26364 members 
Mstep: Class 16 contains 163825 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 190656 members 
Mstep: Class 19 contains 157541 members 
Mstep: Class 20 contains 15744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688960.000000 Penalty: 69388.398438
Iteration 81Q: 21 clusters Score -1.49689e+08 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 175771 members 
Mstep: Class 2 contains 3401 members 
Mstep: Class 3 contains 49006 members 
Mstep: Class 4 contains 36683 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22614 members 
Mstep: Class 7 contains 169018 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 167406 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 26156 members 
Mstep: Class 16 contains 166388 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 192300 members 
Mstep: Class 19 contains 155272 members 
Mstep: Class 20 contains 16066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149691088.000000 Penalty: 69388.398438
Iteration 82Q: 21 clusters Score -1.496911e+08 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 174869 members 
Mstep: Class 2 contains 3407 members 
Mstep: Class 3 contains 49074 members 
Mstep: Class 4 contains 38584 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 167321 members 
Mstep: Class 8 contains 2080 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 166322 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25958 members 
Mstep: Class 16 contains 168940 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 193775 members 
Mstep: Class 19 contains 152992 members 
Mstep: Class 20 contains 16333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149692720.000000 Penalty: 69388.398438
Iteration 83Q: 21 clusters Score -1.496927e+08 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 3414 members 
Mstep: Class 3 contains 49150 members 
Mstep: Class 4 contains 40245 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22517 members 
Mstep: Class 7 contains 165923 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 165449 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25794 members 
Mstep: Class 16 contains 171237 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 194974 members 
Mstep: Class 19 contains 150877 members 
Mstep: Class 20 contains 16557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 21 clusters Score -1.496947e+08 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 49243 members 
Mstep: Class 4 contains 41746 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22490 members 
Mstep: Class 7 contains 164752 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 164727 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25649 members 
Mstep: Class 16 contains 173387 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 196023 members 
Mstep: Class 19 contains 148876 members 
Mstep: Class 20 contains 16733 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -1.496964e+08 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 172432 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 49343 members 
Mstep: Class 4 contains 42975 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22441 members 
Mstep: Class 7 contains 163809 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 164135 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25527 members 
Mstep: Class 16 contains 175285 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 196945 members 
Mstep: Class 19 contains 147057 members 
Mstep: Class 20 contains 16878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 21 clusters Score -1.496969e+08 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 171739 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 49437 members 
Mstep: Class 4 contains 44061 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 163128 members 
Mstep: Class 8 contains 1977 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 163634 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25404 members 
Mstep: Class 16 contains 176875 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 197758 members 
Mstep: Class 19 contains 145381 members 
Mstep: Class 20 contains 17034 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -1.496974e+08 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 49549 members 
Mstep: Class 4 contains 44978 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22306 members 
Mstep: Class 7 contains 162524 members 
Mstep: Class 8 contains 1965 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 163165 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25288 members 
Mstep: Class 16 contains 178314 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 198580 members 
Mstep: Class 19 contains 143872 members 
Mstep: Class 20 contains 17165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697200.000000 Penalty: 69388.398438
Iteration 88Q: 21 clusters Score -1.496972e+08 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 49658 members 
Mstep: Class 4 contains 45799 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22208 members 
Mstep: Class 7 contains 161994 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162792 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25171 members 
Mstep: Class 16 contains 179551 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 199322 members 
Mstep: Class 19 contains 142488 members 
Mstep: Class 20 contains 17288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697216.000000 Penalty: 69388.398438
Iteration 89Q: 21 clusters Score -1.496972e+08 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 3 contains 49770 members 
Mstep: Class 4 contains 46480 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 22112 members 
Mstep: Class 7 contains 161598 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162531 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 25060 members 
Mstep: Class 16 contains 180534 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 199911 members 
Mstep: Class 19 contains 141285 members 
Mstep: Class 20 contains 17420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697072.000000 Penalty: 69388.398438
Iteration 90Q: 21 clusters Score -1.496971e+08 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 49893 members 
Mstep: Class 4 contains 47086 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21984 members 
Mstep: Class 7 contains 161326 members 
Mstep: Class 8 contains 1928 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162358 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24955 members 
Mstep: Class 16 contains 181216 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200405 members 
Mstep: Class 19 contains 140216 members 
Mstep: Class 20 contains 17533 members 
Entering Unmasked Estep 
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Score: -149696928.000000 Penalty: 69388.398438
Iteration 91Q: 21 clusters Score -1.496969e+08 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 3427 members 
Mstep: Class 3 contains 50030 members 
Mstep: Class 4 contains 47625 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21848 members 
Mstep: Class 7 contains 161126 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 162249 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24857 members 
Mstep: Class 16 contains 181739 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200784 members 
Mstep: Class 19 contains 139246 members 
Mstep: Class 20 contains 17653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696320.000000 Penalty: 69388.398438
Iteration 92Q: 21 clusters Score -1.496963e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 50162 members 
Mstep: Class 4 contains 48094 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21696 members 
Mstep: Class 7 contains 160973 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 162211 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24755 members 
Mstep: Class 16 contains 182185 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201146 members 
Mstep: Class 19 contains 138361 members 
Mstep: Class 20 contains 17736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696672.000000 Penalty: 69388.398438
Iteration 93Q: 21 clusters Score -1.496967e+08 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169452 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 50323 members 
Mstep: Class 4 contains 48518 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21572 members 
Mstep: Class 7 contains 160950 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 162151 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24641 members 
Mstep: Class 16 contains 182488 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201448 members 
Mstep: Class 19 contains 137537 members 
Mstep: Class 20 contains 17809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 21 clusters Score -1.496966e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 3 contains 50477 members 
Mstep: Class 4 contains 48882 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21417 members 
Mstep: Class 7 contains 160989 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 162183 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24531 members 
Mstep: Class 16 contains 182683 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201698 members 
Mstep: Class 19 contains 136763 members 
Mstep: Class 20 contains 17869 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -1.496963e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 50633 members 
Mstep: Class 4 contains 49231 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21243 members 
Mstep: Class 7 contains 161126 members 
Mstep: Class 8 contains 1901 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 162278 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24430 members 
Mstep: Class 16 contains 182713 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201939 members 
Mstep: Class 19 contains 136065 members 
Mstep: Class 20 contains 17919 members 
Entering Unmasked Estep 
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Score: -149696320.000000 Penalty: 69388.398438
Iteration 96Q: 21 clusters Score -1.496963e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169261 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 50800 members 
Mstep: Class 4 contains 49566 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 21078 members 
Mstep: Class 7 contains 161271 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162331 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24295 members 
Mstep: Class 16 contains 182693 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202146 members 
Mstep: Class 19 contains 135442 members 
Mstep: Class 20 contains 17974 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -1.496963e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169214 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 50945 members 
Mstep: Class 4 contains 49846 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20910 members 
Mstep: Class 7 contains 161442 members 
Mstep: Class 8 contains 1898 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162439 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24172 members 
Mstep: Class 16 contains 182677 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202310 members 
Mstep: Class 19 contains 134853 members 
Mstep: Class 20 contains 18032 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.496965e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 51120 members 
Mstep: Class 4 contains 50089 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20715 members 
Mstep: Class 7 contains 161692 members 
Mstep: Class 8 contains 1900 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162567 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 24030 members 
Mstep: Class 16 contains 182635 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202386 members 
Mstep: Class 19 contains 134294 members 
Mstep: Class 20 contains 18086 members 
Entering Unmasked Estep 
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Score: -149696528.000000 Penalty: 69388.398438
Iteration 99Q: 21 clusters Score -1.496965e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 51327 members 
Mstep: Class 4 contains 50312 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20526 members 
Mstep: Class 7 contains 161927 members 
Mstep: Class 8 contains 1899 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162685 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23896 members 
Mstep: Class 16 contains 182608 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202394 members 
Mstep: Class 19 contains 133780 members 
Mstep: Class 20 contains 18143 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -1.496966e+08 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 51549 members 
Mstep: Class 4 contains 50512 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 162191 members 
Mstep: Class 8 contains 1895 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162814 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23766 members 
Mstep: Class 16 contains 182541 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202401 members 
Mstep: Class 19 contains 133278 members 
Mstep: Class 20 contains 18179 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.496965e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 51769 members 
Mstep: Class 4 contains 50670 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20167 members 
Mstep: Class 7 contains 162483 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 162966 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23636 members 
Mstep: Class 16 contains 182472 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202344 members 
Mstep: Class 19 contains 132840 members 
Mstep: Class 20 contains 18224 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.496966e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169169 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 51971 members 
Mstep: Class 4 contains 50814 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 20008 members 
Mstep: Class 7 contains 162752 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 163145 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23499 members 
Mstep: Class 16 contains 182417 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202293 members 
Mstep: Class 19 contains 132406 members 
Mstep: Class 20 contains 18264 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -1.496965e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 52182 members 
Mstep: Class 4 contains 50955 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 19822 members 
Mstep: Class 7 contains 163034 members 
Mstep: Class 8 contains 1889 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 163297 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23371 members 
Mstep: Class 16 contains 182325 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202267 members 
Mstep: Class 19 contains 132035 members 
Mstep: Class 20 contains 18303 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -1.496965e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 52392 members 
Mstep: Class 4 contains 51071 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 19656 members 
Mstep: Class 7 contains 163333 members 
Mstep: Class 8 contains 1886 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 163440 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23243 members 
Mstep: Class 16 contains 182250 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202215 members 
Mstep: Class 19 contains 131693 members 
Mstep: Class 20 contains 18332 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -1.496965e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 52624 members 
Mstep: Class 4 contains 51166 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 19492 members 
Mstep: Class 7 contains 163659 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 163605 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23126 members 
Mstep: Class 16 contains 182196 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202094 members 
Mstep: Class 19 contains 131331 members 
Mstep: Class 20 contains 18353 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -1.496969e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 52813 members 
Mstep: Class 4 contains 51244 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 19331 members 
Mstep: Class 7 contains 163992 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 163757 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 23001 members 
Mstep: Class 16 contains 182133 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 202006 members 
Mstep: Class 19 contains 131002 members 
Mstep: Class 20 contains 18369 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -1.496971e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 53007 members 
Mstep: Class 4 contains 51332 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 19173 members 
Mstep: Class 7 contains 164377 members 
Mstep: Class 8 contains 1878 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 163888 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22874 members 
Mstep: Class 16 contains 182065 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201919 members 
Mstep: Class 19 contains 130667 members 
Mstep: Class 20 contains 18391 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -1.496971e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 53210 members 
Mstep: Class 4 contains 51410 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 19011 members 
Mstep: Class 7 contains 164724 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 164050 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22761 members 
Mstep: Class 16 contains 181966 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201877 members 
Mstep: Class 19 contains 130359 members 
Mstep: Class 20 contains 18376 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -1.496973e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 3779 members 
Mstep: Class 3 contains 53429 members 
Mstep: Class 4 contains 51469 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 165086 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 164189 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 181895 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201820 members 
Mstep: Class 19 contains 130032 members 
Mstep: Class 20 contains 18370 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -1.496974e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168720 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 53639 members 
Mstep: Class 4 contains 51510 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 18722 members 
Mstep: Class 7 contains 165449 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 164262 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22532 members 
Mstep: Class 16 contains 181839 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201786 members 
Mstep: Class 19 contains 129741 members 
Mstep: Class 20 contains 18344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697280.000000 Penalty: 69388.398438
Iteration 111Q: 21 clusters Score -1.496973e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 3839 members 
Mstep: Class 3 contains 53850 members 
Mstep: Class 4 contains 51542 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 18595 members 
Mstep: Class 7 contains 165793 members 
Mstep: Class 8 contains 1881 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164336 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22427 members 
Mstep: Class 16 contains 181804 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201728 members 
Mstep: Class 19 contains 129459 members 
Mstep: Class 20 contains 18309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697520.000000 Penalty: 69388.398438
Iteration 112Q: 21 clusters Score -1.496975e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 54074 members 
Mstep: Class 4 contains 51569 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 18433 members 
Mstep: Class 7 contains 166164 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164454 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 16 contains 181769 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201675 members 
Mstep: Class 19 contains 129173 members 
Mstep: Class 20 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697696.000000 Penalty: 69388.398438
Iteration 113Q: 21 clusters Score -1.496977e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 54312 members 
Mstep: Class 4 contains 51585 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 18281 members 
Mstep: Class 7 contains 166595 members 
Mstep: Class 8 contains 1879 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164507 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 181729 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201604 members 
Mstep: Class 19 contains 128875 members 
Mstep: Class 20 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698080.000000 Penalty: 69388.398438
Iteration 114Q: 21 clusters Score -1.496981e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 54520 members 
Mstep: Class 4 contains 51604 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 18108 members 
Mstep: Class 7 contains 167030 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164627 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 22073 members 
Mstep: Class 16 contains 181678 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201502 members 
Mstep: Class 19 contains 128581 members 
Mstep: Class 20 contains 18283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698144.000000 Penalty: 69388.398438
Iteration 115Q: 21 clusters Score -1.496981e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 54743 members 
Mstep: Class 4 contains 51631 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17945 members 
Mstep: Class 7 contains 167441 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164744 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21954 members 
Mstep: Class 16 contains 181635 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201405 members 
Mstep: Class 19 contains 128286 members 
Mstep: Class 20 contains 18274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698208.000000 Penalty: 69388.398438
Iteration 116Q: 21 clusters Score -1.496982e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 54949 members 
Mstep: Class 4 contains 51658 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17793 members 
Mstep: Class 7 contains 167803 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164851 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21820 members 
Mstep: Class 16 contains 181619 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201316 members 
Mstep: Class 19 contains 127995 members 
Mstep: Class 20 contains 18291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698672.000000 Penalty: 69388.398438
Iteration 117Q: 21 clusters Score -1.496987e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168188 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 55180 members 
Mstep: Class 4 contains 51674 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17615 members 
Mstep: Class 7 contains 168192 members 
Mstep: Class 8 contains 1872 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 164962 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21692 members 
Mstep: Class 16 contains 181582 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201224 members 
Mstep: Class 19 contains 127725 members 
Mstep: Class 20 contains 18302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698720.000000 Penalty: 69388.398438
Iteration 118Q: 21 clusters Score -1.496987e+08 nChanged 2351
Entering ConstructFrom: 
Score: -149698720.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168116 members 
Entering Unmasked Estep 
Score: -21602144.000000 Penalty: 2984.037598
	Iteration 0F: 2 clusters Score -2.160214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -21489770.000000 Penalty: 5968.075195
	Iteration 0F: 3 clusters Score -2.148977e+07 nChanged 80654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -21536466.000000 Penalty: 5968.075195
	Iteration 1F: 3 clusters Score -2.153647e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -21537050.000000 Penalty: 5968.075195
	Iteration 2Q: 3 clusters Score -2.153705e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -21537772.000000 Penalty: 5968.075195
	Iteration 3Q: 3 clusters Score -2.153777e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -21538614.000000 Penalty: 5968.075195
	Iteration 4Q: 3 clusters Score -2.153861e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -21539510.000000 Penalty: 5968.075195
	Iteration 5Q: 3 clusters Score -2.153951e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -21541012.000000 Penalty: 5968.075195
	Iteration 6Q: 3 clusters Score -2.154101e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -21543192.000000 Penalty: 5968.075195
	Iteration 7Q: 3 clusters Score -2.154319e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -21546382.000000 Penalty: 5968.075195
	Iteration 8Q: 3 clusters Score -2.154638e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -21551884.000000 Penalty: 5968.075195
	Iteration 9F: 3 clusters Score -2.155188e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
Score: -21559866.000000 Penalty: 5968.075195
	Iteration 10F: 3 clusters Score -2.155987e+07 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 125848 members 
Entering Unmasked Estep 
Score: -21569372.000000 Penalty: 5968.075195
	Iteration 11F: 3 clusters Score -2.156937e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -21578664.000000 Penalty: 5968.075195
	Iteration 12F: 3 clusters Score -2.157866e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 141849 members 
Entering Unmasked Estep 
Score: -21585764.000000 Penalty: 5968.075195
	Iteration 13Q: 3 clusters Score -2.158576e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 146171 members 
Entering Unmasked Estep 
Score: -21589996.000000 Penalty: 5968.075195
	Iteration 14Q: 3 clusters Score -2.159e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 149188 members 
Entering Unmasked Estep 
Score: -21592464.000000 Penalty: 5968.075195
	Iteration 15Q: 3 clusters Score -2.159246e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -21594058.000000 Penalty: 5968.075195
	Iteration 16Q: 3 clusters Score -2.159406e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 153447 members 
Entering Unmasked Estep 
Score: -21595128.000000 Penalty: 5968.075195
	Iteration 17Q: 3 clusters Score -2.159513e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -21595966.000000 Penalty: 5968.075195
	Iteration 18Q: 3 clusters Score -2.159597e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -21596644.000000 Penalty: 5968.075195
	Iteration 19Q: 3 clusters Score -2.159664e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -21597278.000000 Penalty: 5968.075195
	Iteration 20F: 3 clusters Score -2.159728e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 158800 members 
Entering Unmasked Estep 
Score: -21597634.000000 Penalty: 5968.075195
	Iteration 21Q: 3 clusters Score -2.159763e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -21598046.000000 Penalty: 5968.075195
	Iteration 22Q: 3 clusters Score -2.159805e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 160654 members 
Entering Unmasked Estep 
Score: -21598362.000000 Penalty: 5968.075195
	Iteration 23Q: 3 clusters Score -2.159836e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -21598670.000000 Penalty: 5968.075195
	Iteration 24Q: 3 clusters Score -2.159867e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -21598852.000000 Penalty: 5968.075195
	Iteration 25Q: 3 clusters Score -2.159885e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 162567 members 
Entering Unmasked Estep 
Score: -21599008.000000 Penalty: 5968.075195
	Iteration 26Q: 3 clusters Score -2.159901e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 163038 members 
Entering Unmasked Estep 
Score: -21599070.000000 Penalty: 5968.075195
	Iteration 27Q: 3 clusters Score -2.159907e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -21599202.000000 Penalty: 5968.075195
	Iteration 28Q: 3 clusters Score -2.15992e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -21599298.000000 Penalty: 5968.075195
	Iteration 29Q: 3 clusters Score -2.15993e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -21599390.000000 Penalty: 5968.075195
	Iteration 30Q: 3 clusters Score -2.159939e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 164429 members 
Entering Unmasked Estep 
Score: -21599476.000000 Penalty: 5968.075195
	Iteration 31Q: 3 clusters Score -2.159948e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -21599522.000000 Penalty: 5968.075195
	Iteration 32Q: 3 clusters Score -2.159952e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -21599576.000000 Penalty: 5968.075195
	Iteration 33Q: 3 clusters Score -2.159958e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 165142 members 
Entering Unmasked Estep 
Score: -21599650.000000 Penalty: 5968.075195
	Iteration 34Q: 3 clusters Score -2.159965e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 165329 members 
Entering Unmasked Estep 
Score: -21599674.000000 Penalty: 5968.075195
	Iteration 35Q: 3 clusters Score -2.159967e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -21599730.000000 Penalty: 5968.075195
	Iteration 36Q: 3 clusters Score -2.159973e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165626 members 
Entering Unmasked Estep 
Score: -21599788.000000 Penalty: 5968.075195
	Iteration 37Q: 3 clusters Score -2.159979e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -21599784.000000 Penalty: 5968.075195
	Iteration 38Q: 3 clusters Score -2.159978e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -21599822.000000 Penalty: 5968.075195
	Iteration 39Q: 3 clusters Score -2.159982e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -21599850.000000 Penalty: 5968.075195
	Iteration 40F: 3 clusters Score -2.159985e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 165960 members 
Entering Unmasked Estep 
Score: -21599850.000000 Penalty: 5968.075195
	Iteration 41Q: 3 clusters Score -2.159985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -21599890.000000 Penalty: 5968.075195
	Iteration 42Q: 3 clusters Score -2.159989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 166029 members 
Entering Unmasked Estep 
Score: -21599882.000000 Penalty: 5968.075195
	Iteration 43Q: 3 clusters Score -2.159988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -21599880.000000 Penalty: 5968.075195
	Iteration 44Q: 3 clusters Score -2.159988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -21599914.000000 Penalty: 5968.075195
	Iteration 45Q: 3 clusters Score -2.159991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 166129 members 
Entering Unmasked Estep 
Score: -21599900.000000 Penalty: 5968.075195
	Iteration 46Q: 3 clusters Score -2.15999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 166155 members 
Entering Unmasked Estep 
Score: -21599912.000000 Penalty: 5968.075195
	Iteration 47Q: 3 clusters Score -2.159991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 166177 members 
Entering Unmasked Estep 
Score: -21599898.000000 Penalty: 5968.075195
	Iteration 48Q: 3 clusters Score -2.15999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -21599908.000000 Penalty: 5968.075195
	Iteration 49Q: 3 clusters Score -2.159991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -21599918.000000 Penalty: 5968.075195
	Iteration 50Q: 3 clusters Score -2.159992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -21599916.000000 Penalty: 5968.075195
	Iteration 51Q: 3 clusters Score -2.159992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -21599936.000000 Penalty: 5968.075195
	Iteration 52Q: 3 clusters Score -2.159994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -21599918.000000 Penalty: 5968.075195
	Iteration 53Q: 3 clusters Score -2.159992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 166242 members 
Entering Unmasked Estep 
Score: -21599904.000000 Penalty: 5968.075195
	Iteration 54Q: 3 clusters Score -2.15999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 166249 members 
Entering Unmasked Estep 
Score: -21599894.000000 Penalty: 5968.075195
	Iteration 55Q: 3 clusters Score -2.159989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -21599910.000000 Penalty: 5968.075195
	Iteration 56Q: 3 clusters Score -2.159991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -21599898.000000 Penalty: 5968.075195
	Iteration 57Q: 3 clusters Score -2.15999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 166279 members 
Entering Unmasked Estep 
Score: -21599920.000000 Penalty: 5968.075195
	Iteration 58Q: 3 clusters Score -2.159992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 166287 members 
Entering Unmasked Estep 
Score: -21599924.000000 Penalty: 5968.075195
	Iteration 59Q: 3 clusters Score -2.159992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -21599906.000000 Penalty: 5968.075195
	Iteration 60F: 3 clusters Score -2.159991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -21599928.000000 Penalty: 5968.075195
	Iteration 61Q: 3 clusters Score -2.159993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 166317 members 
Entering Unmasked Estep 
Score: -21599930.000000 Penalty: 5968.075195
	Iteration 62Q: 3 clusters Score -2.159993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -21599926.000000 Penalty: 5968.075195
	Iteration 63Q: 3 clusters Score -2.159993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -21599934.000000 Penalty: 5968.075195
	Iteration 64Q: 3 clusters Score -2.159993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 166329 members 
Entering Unmasked Estep 
Score: -21599908.000000 Penalty: 5968.075195
	Iteration 65Q: 3 clusters Score -2.159991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -21599910.000000 Penalty: 5968.075195
	Iteration 66Q: 3 clusters Score -2.159991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -21599894.000000 Penalty: 5968.075195
	Iteration 67Q: 3 clusters Score -2.159989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 166355 members 
Entering Unmasked Estep 
Score: -21599894.000000 Penalty: 5968.075195
	Iteration 68Q: 3 clusters Score -2.159989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -21599896.000000 Penalty: 5968.075195
	Iteration 69Q: 3 clusters Score -2.15999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -21599902.000000 Penalty: 5968.075195
	Iteration 70Q: 3 clusters Score -2.15999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -21599908.000000 Penalty: 5968.075195
	Iteration 71Q: 3 clusters Score -2.159991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 166379 members 
Entering Unmasked Estep 
Score: -21599894.000000 Penalty: 5968.075195
	Iteration 72Q: 3 clusters Score -2.159989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -21599896.000000 Penalty: 5968.075195
	Iteration 73Q: 3 clusters Score -2.15999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 166390 members 
Entering Unmasked Estep 
Score: -21599882.000000 Penalty: 5968.075195
	Iteration 74Q: 3 clusters Score -2.159988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 166395 members 
Entering Unmasked Estep 
Score: -21599882.000000 Penalty: 5968.075195
	Iteration 75Q: 3 clusters Score -2.159988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -21599882.000000 Penalty: 5968.075195
	Iteration 76Q: 3 clusters Score -2.159988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -21599890.000000 Penalty: 5968.075195
	Iteration 77Q: 3 clusters Score -2.159989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -21599880.000000 Penalty: 5968.075195
	Iteration 78Q: 3 clusters Score -2.159988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 166413 members 
Entering Unmasked Estep 
Score: -21599900.000000 Penalty: 5968.075195
	Iteration 79Q: 3 clusters Score -2.15999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 166417 members 
Entering Unmasked Estep 
Score: -21599882.000000 Penalty: 5968.075195
	Iteration 80F: 3 clusters Score -2.159988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 166418 members 
Entering Unmasked Estep 
Score: -21599882.000000 Penalty: 5968.075195
	Iteration 81Q: 3 clusters Score -2.159988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -21599890.000000 Penalty: 5968.075195
	Iteration 82Q: 3 clusters Score -2.159989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -21599884.000000 Penalty: 5968.075195
	Iteration 83Q: 3 clusters Score -2.159988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 166424 members 
Entering Unmasked Estep 
Score: -21599884.000000 Penalty: 5968.075195
	Iteration 84F: 3 clusters Score -2.159988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -493359.500000 Penalty: 2059.821289
	Iteration 0F: 2 clusters Score -493359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -489466.218750 Penalty: 4119.642578
	Iteration 0F: 3 clusters Score -489466.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -490379.250000 Penalty: 4119.642578
	Iteration 1F: 3 clusters Score -490379.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -490669.281250 Penalty: 4119.642578
	Iteration 2F: 3 clusters Score -490669.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -490906.625000 Penalty: 4119.642578
	Iteration 3F: 3 clusters Score -490906.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -491106.718750 Penalty: 4119.642578
	Iteration 4F: 3 clusters Score -491106.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -491290.218750 Penalty: 4119.642578
	Iteration 5F: 3 clusters Score -491290.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -491425.500000 Penalty: 4119.642578
	Iteration 6Q: 3 clusters Score -491425.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -491511.312500 Penalty: 4119.642578
	Iteration 7Q: 3 clusters Score -491511.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -491578.281250 Penalty: 4119.642578
	Iteration 8Q: 3 clusters Score -491578.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -491641.968750 Penalty: 4119.642578
	Iteration 9Q: 3 clusters Score -491642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -491689.593750 Penalty: 4119.642578
	Iteration 10Q: 3 clusters Score -491689.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -491720.062500 Penalty: 4119.642578
	Iteration 11Q: 3 clusters Score -491720.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -491744.937500 Penalty: 4119.642578
	Iteration 12Q: 3 clusters Score -491744.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -491768.687500 Penalty: 4119.642578
	Iteration 13Q: 3 clusters Score -491768.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -491801.906250 Penalty: 4119.642578
	Iteration 14Q: 3 clusters Score -491801.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -491827.937500 Penalty: 4119.642578
	Iteration 15Q: 3 clusters Score -491827.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -491850.125000 Penalty: 4119.642578
	Iteration 16Q: 3 clusters Score -491850.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -491863.500000 Penalty: 4119.642578
	Iteration 17Q: 3 clusters Score -491863.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -491877.625000 Penalty: 4119.642578
	Iteration 18Q: 3 clusters Score -491877.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -491890.281250 Penalty: 4119.642578
	Iteration 19Q: 3 clusters Score -491890.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -491907.718750 Penalty: 4119.642578
	Iteration 20F: 3 clusters Score -491907.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -491918.312500 Penalty: 4119.642578
	Iteration 21Q: 3 clusters Score -491918.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -491924.625000 Penalty: 4119.642578
	Iteration 22Q: 3 clusters Score -491924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -491929.781250 Penalty: 4119.642578
	Iteration 23Q: 3 clusters Score -491929.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -491936.531250 Penalty: 4119.642578
	Iteration 24Q: 3 clusters Score -491936.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -491940.375000 Penalty: 4119.642578
	Iteration 25Q: 3 clusters Score -491940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -491942.687500 Penalty: 4119.642578
	Iteration 26Q: 3 clusters Score -491942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -491944.437500 Penalty: 4119.642578
	Iteration 27Q: 3 clusters Score -491944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -491945.812500 Penalty: 4119.642578
	Iteration 28Q: 3 clusters Score -491945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -491948.187500 Penalty: 4119.642578
	Iteration 29Q: 3 clusters Score -491948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -491950.781250 Penalty: 4119.642578
	Iteration 30Q: 3 clusters Score -491950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -491953.125000 Penalty: 4119.642578
	Iteration 31Q: 3 clusters Score -491953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -491956.312500 Penalty: 4119.642578
	Iteration 32Q: 3 clusters Score -491956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -491959.656250 Penalty: 4119.642578
	Iteration 33Q: 3 clusters Score -491959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -491962.562500 Penalty: 4119.642578
	Iteration 34Q: 3 clusters Score -491962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -491966.625000 Penalty: 4119.642578
	Iteration 35Q: 3 clusters Score -491966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -491971.250000 Penalty: 4119.642578
	Iteration 36Q: 3 clusters Score -491971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -491975.500000 Penalty: 4119.642578
	Iteration 37Q: 3 clusters Score -491975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -491975.968750 Penalty: 4119.642578
	Iteration 38Q: 3 clusters Score -491976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -491976.875000 Penalty: 4119.642578
	Iteration 39Q: 3 clusters Score -491976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -491977.093750 Penalty: 4119.642578
	Iteration 40F: 3 clusters Score -491977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -491979.250000 Penalty: 4119.642578
	Iteration 41Q: 3 clusters Score -491979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -491979.250000 Penalty: 4119.642578
	Iteration 42F: 3 clusters Score -491979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Entering Unmasked Estep 
Score: -6901562.500000 Penalty: 2708.662842
	Iteration 0F: 2 clusters Score -6901562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6864085.000000 Penalty: 5417.325684
	Iteration 0F: 3 clusters Score -6864085 nChanged 25844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6878569.500000 Penalty: 5417.325684
	Iteration 1F: 3 clusters Score -6878570 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -6879078.000000 Penalty: 5417.325684
	Iteration 2Q: 3 clusters Score -6879078 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6879556.500000 Penalty: 5417.325684
	Iteration 3Q: 3 clusters Score -6879556 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -6879955.000000 Penalty: 5417.325684
	Iteration 4Q: 3 clusters Score -6879955 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -6880292.000000 Penalty: 5417.325684
	Iteration 5Q: 3 clusters Score -6880292 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -6880725.500000 Penalty: 5417.325684
	Iteration 6Q: 3 clusters Score -6880726 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6881263.500000 Penalty: 5417.325684
	Iteration 7Q: 3 clusters Score -6881264 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -6881924.000000 Penalty: 5417.325684
	Iteration 8Q: 3 clusters Score -6881924 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -6882785.500000 Penalty: 5417.325684
	Iteration 9Q: 3 clusters Score -6882786 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -6883816.500000 Penalty: 5417.325684
	Iteration 10Q: 3 clusters Score -6883816 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -6884980.000000 Penalty: 5417.325684
	Iteration 11Q: 3 clusters Score -6884980 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -6886346.000000 Penalty: 5417.325684
	Iteration 12Q: 3 clusters Score -6886346 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6887872.000000 Penalty: 5417.325684
	Iteration 13Q: 3 clusters Score -6887872 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -6889672.000000 Penalty: 5417.325684
	Iteration 14F: 3 clusters Score -6889672 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -6891795.500000 Penalty: 5417.325684
	Iteration 15F: 3 clusters Score -6891796 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6893905.500000 Penalty: 5417.325684
	Iteration 16F: 3 clusters Score -6893906 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6895712.000000 Penalty: 5417.325684
	Iteration 17Q: 3 clusters Score -6895712 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6897023.500000 Penalty: 5417.325684
	Iteration 18Q: 3 clusters Score -6897024 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6897821.000000 Penalty: 5417.325684
	Iteration 19Q: 3 clusters Score -6897821 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6898321.000000 Penalty: 5417.325684
	Iteration 20F: 3 clusters Score -6898321 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6898613.500000 Penalty: 5417.325684
	Iteration 21Q: 3 clusters Score -6898614 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6898830.000000 Penalty: 5417.325684
	Iteration 22Q: 3 clusters Score -6898830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6898930.500000 Penalty: 5417.325684
	Iteration 23Q: 3 clusters Score -6898930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6899026.000000 Penalty: 5417.325684
	Iteration 24Q: 3 clusters Score -6899026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6899107.000000 Penalty: 5417.325684
	Iteration 25Q: 3 clusters Score -6899107 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6899149.500000 Penalty: 5417.325684
	Iteration 26Q: 3 clusters Score -6899150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6899205.500000 Penalty: 5417.325684
	Iteration 27Q: 3 clusters Score -6899206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6899227.000000 Penalty: 5417.325684
	Iteration 28Q: 3 clusters Score -6899227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6899260.000000 Penalty: 5417.325684
	Iteration 29Q: 3 clusters Score -6899260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6899264.000000 Penalty: 5417.325684
	Iteration 30Q: 3 clusters Score -6899264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6899283.500000 Penalty: 5417.325684
	Iteration 31Q: 3 clusters Score -6899284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6899295.000000 Penalty: 5417.325684
	Iteration 32Q: 3 clusters Score -6899295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6899307.000000 Penalty: 5417.325684
	Iteration 33Q: 3 clusters Score -6899307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6899314.500000 Penalty: 5417.325684
	Iteration 34Q: 3 clusters Score -6899314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6899318.000000 Penalty: 5417.325684
	Iteration 35Q: 3 clusters Score -6899318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6899326.500000 Penalty: 5417.325684
	Iteration 36Q: 3 clusters Score -6899326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6899340.000000 Penalty: 5417.325684
	Iteration 37Q: 3 clusters Score -6899340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6899342.000000 Penalty: 5417.325684
	Iteration 38Q: 3 clusters Score -6899342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6899351.500000 Penalty: 5417.325684
	Iteration 39Q: 3 clusters Score -6899352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6899357.500000 Penalty: 5417.325684
	Iteration 40F: 3 clusters Score -6899358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6899364.500000 Penalty: 5417.325684
	Iteration 41Q: 3 clusters Score -6899364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6899358.000000 Penalty: 5417.325684
	Iteration 42Q: 3 clusters Score -6899358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6899362.500000 Penalty: 5417.325684
	Iteration 43Q: 3 clusters Score -6899362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6899364.000000 Penalty: 5417.325684
	Iteration 44Q: 3 clusters Score -6899364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6899365.000000 Penalty: 5417.325684
	Iteration 45Q: 3 clusters Score -6899365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6899361.500000 Penalty: 5417.325684
	Iteration 46Q: 3 clusters Score -6899362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6899365.000000 Penalty: 5417.325684
	Iteration 47Q: 3 clusters Score -6899365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6899369.000000 Penalty: 5417.325684
	Iteration 48Q: 3 clusters Score -6899369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6899364.000000 Penalty: 5417.325684
	Iteration 49Q: 3 clusters Score -6899364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6899370.000000 Penalty: 5417.325684
	Iteration 50Q: 3 clusters Score -6899370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6899369.000000 Penalty: 5417.325684
	Iteration 51Q: 3 clusters Score -6899369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6899372.000000 Penalty: 5417.325684
	Iteration 52Q: 3 clusters Score -6899372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6899370.000000 Penalty: 5417.325684
	Iteration 53Q: 3 clusters Score -6899370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6899373.000000 Penalty: 5417.325684
	Iteration 54Q: 3 clusters Score -6899373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6899375.000000 Penalty: 5417.325684
	Iteration 55Q: 3 clusters Score -6899375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6899375.000000 Penalty: 5417.325684
	Iteration 56F: 3 clusters Score -6899375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Entering Unmasked Estep 
Score: -6647777.000000 Penalty: 2691.443359
	Iteration 0F: 2 clusters Score -6647777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -6613105.000000 Penalty: 5382.886719
	Iteration 0F: 3 clusters Score -6613105 nChanged 23712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -6625925.500000 Penalty: 5382.886719
	Iteration 1F: 3 clusters Score -6625926 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -6626419.000000 Penalty: 5382.886719
	Iteration 2Q: 3 clusters Score -6626419 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6626857.000000 Penalty: 5382.886719
	Iteration 3Q: 3 clusters Score -6626857 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -6627422.500000 Penalty: 5382.886719
	Iteration 4Q: 3 clusters Score -6627422 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -6628126.000000 Penalty: 5382.886719
	Iteration 5Q: 3 clusters Score -6628126 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -6629223.500000 Penalty: 5382.886719
	Iteration 6Q: 3 clusters Score -6629224 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -6631056.000000 Penalty: 5382.886719
	Iteration 7F: 3 clusters Score -6631056 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -6634058.500000 Penalty: 5382.886719
	Iteration 8F: 3 clusters Score -6634058 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -6637745.000000 Penalty: 5382.886719
	Iteration 9F: 3 clusters Score -6637745 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -6641018.500000 Penalty: 5382.886719
	Iteration 10F: 3 clusters Score -6641018 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6643327.000000 Penalty: 5382.886719
	Iteration 11Q: 3 clusters Score -6643327 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6644583.000000 Penalty: 5382.886719
	Iteration 12Q: 3 clusters Score -6644583 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -6645206.500000 Penalty: 5382.886719
	Iteration 13Q: 3 clusters Score -6645206 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -6645447.000000 Penalty: 5382.886719
	Iteration 14Q: 3 clusters Score -6645447 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -6645537.500000 Penalty: 5382.886719
	Iteration 15Q: 3 clusters Score -6645538 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6645596.500000 Penalty: 5382.886719
	Iteration 16Q: 3 clusters Score -6645596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6645618.500000 Penalty: 5382.886719
	Iteration 17Q: 3 clusters Score -6645618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -6645665.500000 Penalty: 5382.886719
	Iteration 18Q: 3 clusters Score -6645666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6645685.500000 Penalty: 5382.886719
	Iteration 19Q: 3 clusters Score -6645686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -6645684.000000 Penalty: 5382.886719
	Iteration 20F: 3 clusters Score -6645684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -6645712.500000 Penalty: 5382.886719
	Iteration 21Q: 3 clusters Score -6645712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -6645724.500000 Penalty: 5382.886719
	Iteration 22Q: 3 clusters Score -6645724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6645731.500000 Penalty: 5382.886719
	Iteration 23Q: 3 clusters Score -6645732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -6645723.500000 Penalty: 5382.886719
	Iteration 24Q: 3 clusters Score -6645724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6645719.500000 Penalty: 5382.886719
	Iteration 25Q: 3 clusters Score -6645720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6645724.000000 Penalty: 5382.886719
	Iteration 26Q: 3 clusters Score -6645724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -6645730.500000 Penalty: 5382.886719
	Iteration 27Q: 3 clusters Score -6645730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6645732.000000 Penalty: 5382.886719
	Iteration 28Q: 3 clusters Score -6645732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -6645735.000000 Penalty: 5382.886719
	Iteration 29Q: 3 clusters Score -6645735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6645751.000000 Penalty: 5382.886719
	Iteration 30Q: 3 clusters Score -6645751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6645759.000000 Penalty: 5382.886719
	Iteration 31Q: 3 clusters Score -6645759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -6645756.500000 Penalty: 5382.886719
	Iteration 32Q: 3 clusters Score -6645756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -6645749.000000 Penalty: 5382.886719
	Iteration 33Q: 3 clusters Score -6645749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -6645766.000000 Penalty: 5382.886719
	Iteration 34Q: 3 clusters Score -6645766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6645760.500000 Penalty: 5382.886719
	Iteration 35Q: 3 clusters Score -6645760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -6645761.500000 Penalty: 5382.886719
	Iteration 36Q: 3 clusters Score -6645762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6645762.500000 Penalty: 5382.886719
	Iteration 37Q: 3 clusters Score -6645762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6645777.000000 Penalty: 5382.886719
	Iteration 38Q: 3 clusters Score -6645777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6645779.000000 Penalty: 5382.886719
	Iteration 39Q: 3 clusters Score -6645779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -6645782.000000 Penalty: 5382.886719
	Iteration 40F: 3 clusters Score -6645782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -6645791.000000 Penalty: 5382.886719
	Iteration 41Q: 3 clusters Score -6645791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -6645795.500000 Penalty: 5382.886719
	Iteration 42Q: 3 clusters Score -6645796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -6645791.500000 Penalty: 5382.886719
	Iteration 43Q: 3 clusters Score -6645792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6645791.500000 Penalty: 5382.886719
	Iteration 44Q: 3 clusters Score -6645792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6645793.000000 Penalty: 5382.886719
	Iteration 45Q: 3 clusters Score -6645793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6645790.500000 Penalty: 5382.886719
	Iteration 46Q: 3 clusters Score -6645790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -6645795.000000 Penalty: 5382.886719
	Iteration 47Q: 3 clusters Score -6645795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6645796.500000 Penalty: 5382.886719
	Iteration 48Q: 3 clusters Score -6645796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6645793.000000 Penalty: 5382.886719
	Iteration 49Q: 3 clusters Score -6645793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6645793.000000 Penalty: 5382.886719
	Iteration 50F: 3 clusters Score -6645793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69706.421875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69706.42 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70188.859375 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70188.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70453.171875 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70453.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -70682.734375 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -70682.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -71009.554688 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -71009.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71080.367188 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71080.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -71095.734375 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71095.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71106.359375 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71106.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -71109.515625 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71109.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -71113.726562 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71113.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71128.929688 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71128.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -71142.781250 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -71142.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71159.742188 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -71159.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -71167.140625 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -71167.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -71185.429688 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -71185.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -71217.398438 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -71217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -71256.117188 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -71256.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -71324.062500 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -71324.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -71366.593750 Penalty: 3225.383789
	Iteration 18Q: 3 clusters Score -71366.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -71380.226562 Penalty: 3225.383789
	Iteration 19Q: 3 clusters Score -71380.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -71408.273438 Penalty: 3225.383789
	Iteration 20F: 3 clusters Score -71408.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -71433.218750 Penalty: 3225.383789
	Iteration 21Q: 3 clusters Score -71433.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71440.320312 Penalty: 3225.383789
	Iteration 22Q: 3 clusters Score -71440.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71440.320312 Penalty: 3225.383789
	Iteration 23F: 3 clusters Score -71440.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 55383 members 
Mstep: Class 4 contains 51668 members 
Mstep: Class 5 contains 501 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 168521 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 165074 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 181582 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201164 members 
Mstep: Class 19 contains 127462 members 
Mstep: Class 20 contains 18317 members 
Mstep: Class 21 contains 166 members 
Entering Unmasked Estep 
Score: -149697392.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149698720.000000 to -149697392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Entering Unmasked Estep 
Score: -2219912.750000 Penalty: 2422.182617
	Iteration 0F: 2 clusters Score -2219913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2207426.000000 Penalty: 4844.365234
	Iteration 0F: 3 clusters Score -2207426 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2211482.000000 Penalty: 4844.365234
	Iteration 1F: 3 clusters Score -2211482 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2211840.750000 Penalty: 4844.365234
	Iteration 2F: 3 clusters Score -2211841 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2212120.750000 Penalty: 4844.365234
	Iteration 3Q: 3 clusters Score -2212121 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2212349.500000 Penalty: 4844.365234
	Iteration 4Q: 3 clusters Score -2212350 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2212578.750000 Penalty: 4844.365234
	Iteration 5Q: 3 clusters Score -2212579 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2212814.250000 Penalty: 4844.365234
	Iteration 6Q: 3 clusters Score -2212814 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2213091.750000 Penalty: 4844.365234
	Iteration 7Q: 3 clusters Score -2213092 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2213410.750000 Penalty: 4844.365234
	Iteration 8Q: 3 clusters Score -2213411 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2213776.750000 Penalty: 4844.365234
	Iteration 9Q: 3 clusters Score -2213777 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2214182.250000 Penalty: 4844.365234
	Iteration 10Q: 3 clusters Score -2214182 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2214634.500000 Penalty: 4844.365234
	Iteration 11Q: 3 clusters Score -2214634 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2215037.500000 Penalty: 4844.365234
	Iteration 12Q: 3 clusters Score -2215038 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2215343.000000 Penalty: 4844.365234
	Iteration 13Q: 3 clusters Score -2215343 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2215564.750000 Penalty: 4844.365234
	Iteration 14Q: 3 clusters Score -2215565 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2215710.000000 Penalty: 4844.365234
	Iteration 15Q: 3 clusters Score -2215710 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2215801.750000 Penalty: 4844.365234
	Iteration 16Q: 3 clusters Score -2215802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2215892.000000 Penalty: 4844.365234
	Iteration 17Q: 3 clusters Score -2215892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2215953.250000 Penalty: 4844.365234
	Iteration 18Q: 3 clusters Score -2215953 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2216034.750000 Penalty: 4844.365234
	Iteration 19Q: 3 clusters Score -2216035 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2216120.750000 Penalty: 4844.365234
	Iteration 20F: 3 clusters Score -2216121 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2216195.250000 Penalty: 4844.365234
	Iteration 21Q: 3 clusters Score -2216195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2216277.000000 Penalty: 4844.365234
	Iteration 22Q: 3 clusters Score -2216277 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2216370.250000 Penalty: 4844.365234
	Iteration 23Q: 3 clusters Score -2216370 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2216465.750000 Penalty: 4844.365234
	Iteration 24Q: 3 clusters Score -2216466 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2216589.750000 Penalty: 4844.365234
	Iteration 25Q: 3 clusters Score -2216590 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2216720.000000 Penalty: 4844.365234
	Iteration 26Q: 3 clusters Score -2216720 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2216883.500000 Penalty: 4844.365234
	Iteration 27Q: 3 clusters Score -2216884 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2217037.750000 Penalty: 4844.365234
	Iteration 28Q: 3 clusters Score -2217038 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2217188.250000 Penalty: 4844.365234
	Iteration 29Q: 3 clusters Score -2217188 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2217302.500000 Penalty: 4844.365234
	Iteration 30Q: 3 clusters Score -2217302 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2217403.500000 Penalty: 4844.365234
	Iteration 31Q: 3 clusters Score -2217404 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2217488.500000 Penalty: 4844.365234
	Iteration 32Q: 3 clusters Score -2217488 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2217545.000000 Penalty: 4844.365234
	Iteration 33Q: 3 clusters Score -2217545 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2217600.750000 Penalty: 4844.365234
	Iteration 34Q: 3 clusters Score -2217601 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2217636.000000 Penalty: 4844.365234
	Iteration 35Q: 3 clusters Score -2217636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2217653.250000 Penalty: 4844.365234
	Iteration 36Q: 3 clusters Score -2217653 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2217688.000000 Penalty: 4844.365234
	Iteration 37Q: 3 clusters Score -2217688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2217709.000000 Penalty: 4844.365234
	Iteration 38Q: 3 clusters Score -2217709 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2217732.500000 Penalty: 4844.365234
	Iteration 39Q: 3 clusters Score -2217732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2217763.750000 Penalty: 4844.365234
	Iteration 40F: 3 clusters Score -2217764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2217771.750000 Penalty: 4844.365234
	Iteration 41Q: 3 clusters Score -2217772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2217778.250000 Penalty: 4844.365234
	Iteration 42Q: 3 clusters Score -2217778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2217801.250000 Penalty: 4844.365234
	Iteration 43Q: 3 clusters Score -2217801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2217808.250000 Penalty: 4844.365234
	Iteration 44Q: 3 clusters Score -2217808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2217828.250000 Penalty: 4844.365234
	Iteration 45Q: 3 clusters Score -2217828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2217845.000000 Penalty: 4844.365234
	Iteration 46Q: 3 clusters Score -2217845 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2217852.000000 Penalty: 4844.365234
	Iteration 47Q: 3 clusters Score -2217852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2217873.250000 Penalty: 4844.365234
	Iteration 48Q: 3 clusters Score -2217873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2217877.000000 Penalty: 4844.365234
	Iteration 49Q: 3 clusters Score -2217877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2217892.750000 Penalty: 4844.365234
	Iteration 50Q: 3 clusters Score -2217893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2217899.750000 Penalty: 4844.365234
	Iteration 51Q: 3 clusters Score -2217900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2217911.500000 Penalty: 4844.365234
	Iteration 52Q: 3 clusters Score -2217912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2217913.500000 Penalty: 4844.365234
	Iteration 53Q: 3 clusters Score -2217914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2217924.000000 Penalty: 4844.365234
	Iteration 54Q: 3 clusters Score -2217924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2217927.250000 Penalty: 4844.365234
	Iteration 55Q: 3 clusters Score -2217927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2217934.500000 Penalty: 4844.365234
	Iteration 56Q: 3 clusters Score -2217934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2217942.250000 Penalty: 4844.365234
	Iteration 57Q: 3 clusters Score -2217942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2217952.750000 Penalty: 4844.365234
	Iteration 58Q: 3 clusters Score -2217953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2217954.750000 Penalty: 4844.365234
	Iteration 59Q: 3 clusters Score -2217955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2217957.500000 Penalty: 4844.365234
	Iteration 60F: 3 clusters Score -2217958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2217956.500000 Penalty: 4844.365234
	Iteration 61Q: 3 clusters Score -2217956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2217963.250000 Penalty: 4844.365234
	Iteration 62Q: 3 clusters Score -2217963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2217970.750000 Penalty: 4844.365234
	Iteration 63Q: 3 clusters Score -2217971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2217968.000000 Penalty: 4844.365234
	Iteration 64Q: 3 clusters Score -2217968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2217972.000000 Penalty: 4844.365234
	Iteration 65Q: 3 clusters Score -2217972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2217976.250000 Penalty: 4844.365234
	Iteration 66Q: 3 clusters Score -2217976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2217988.000000 Penalty: 4844.365234
	Iteration 67Q: 3 clusters Score -2217988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2217993.250000 Penalty: 4844.365234
	Iteration 68Q: 3 clusters Score -2217993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2218002.250000 Penalty: 4844.365234
	Iteration 69Q: 3 clusters Score -2218002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2218009.750000 Penalty: 4844.365234
	Iteration 70Q: 3 clusters Score -2218010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2218009.750000 Penalty: 4844.365234
	Iteration 71Q: 3 clusters Score -2218010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2218014.750000 Penalty: 4844.365234
	Iteration 72Q: 3 clusters Score -2218015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2218018.500000 Penalty: 4844.365234
	Iteration 73Q: 3 clusters Score -2218018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2218021.500000 Penalty: 4844.365234
	Iteration 74Q: 3 clusters Score -2218022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2218016.500000 Penalty: 4844.365234
	Iteration 75Q: 3 clusters Score -2218016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2218022.000000 Penalty: 4844.365234
	Iteration 76Q: 3 clusters Score -2218022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2218027.000000 Penalty: 4844.365234
	Iteration 77Q: 3 clusters Score -2218027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2218031.500000 Penalty: 4844.365234
	Iteration 78Q: 3 clusters Score -2218032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2218029.500000 Penalty: 4844.365234
	Iteration 79Q: 3 clusters Score -2218030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2218028.750000 Penalty: 4844.365234
	Iteration 80F: 3 clusters Score -2218029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2218038.250000 Penalty: 4844.365234
	Iteration 81Q: 3 clusters Score -2218038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2218040.000000 Penalty: 4844.365234
	Iteration 82Q: 3 clusters Score -2218040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2218042.250000 Penalty: 4844.365234
	Iteration 83Q: 3 clusters Score -2218042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2218046.750000 Penalty: 4844.365234
	Iteration 84Q: 3 clusters Score -2218047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2218050.750000 Penalty: 4844.365234
	Iteration 85Q: 3 clusters Score -2218051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2218050.000000 Penalty: 4844.365234
	Iteration 86Q: 3 clusters Score -2218050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2218052.000000 Penalty: 4844.365234
	Iteration 87Q: 3 clusters Score -2218052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2218053.000000 Penalty: 4844.365234
	Iteration 88Q: 3 clusters Score -2218053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2218060.250000 Penalty: 4844.365234
	Iteration 89Q: 3 clusters Score -2218060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2218057.750000 Penalty: 4844.365234
	Iteration 90Q: 3 clusters Score -2218058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2218060.250000 Penalty: 4844.365234
	Iteration 91Q: 3 clusters Score -2218060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2218059.000000 Penalty: 4844.365234
	Iteration 92Q: 3 clusters Score -2218059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2218057.500000 Penalty: 4844.365234
	Iteration 93Q: 3 clusters Score -2218058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2218058.250000 Penalty: 4844.365234
	Iteration 94Q: 3 clusters Score -2218058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2218056.750000 Penalty: 4844.365234
	Iteration 95Q: 3 clusters Score -2218057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2218060.250000 Penalty: 4844.365234
	Iteration 96Q: 3 clusters Score -2218060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2218060.500000 Penalty: 4844.365234
	Iteration 97Q: 3 clusters Score -2218060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2218060.500000 Penalty: 4844.365234
	Iteration 98F: 3 clusters Score -2218060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (168521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168521 members 
Entering Unmasked Estep 
Score: -21657580.000000 Penalty: 2984.634277
	Iteration 0F: 2 clusters Score -2.165758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -21544504.000000 Penalty: 5969.268555
	Iteration 0F: 3 clusters Score -2.15445e+07 nChanged 80857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -21591178.000000 Penalty: 5969.268555
	Iteration 1F: 3 clusters Score -2.159118e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -21592064.000000 Penalty: 5969.268555
	Iteration 2Q: 3 clusters Score -2.159206e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 89499 members 
Entering Unmasked Estep 
Score: -21593404.000000 Penalty: 5969.268555
	Iteration 3Q: 3 clusters Score -2.15934e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -21594912.000000 Penalty: 5969.268555
	Iteration 4Q: 3 clusters Score -2.159491e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 97288 members 
Entering Unmasked Estep 
Score: -21597314.000000 Penalty: 5969.268555
	Iteration 5Q: 3 clusters Score -2.159731e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -21601318.000000 Penalty: 5969.268555
	Iteration 6Q: 3 clusters Score -2.160132e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 113779 members 
Entering Unmasked Estep 
Score: -21607646.000000 Penalty: 5969.268555
	Iteration 7F: 3 clusters Score -2.160765e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 125986 members 
Entering Unmasked Estep 
Score: -21616816.000000 Penalty: 5969.268555
	Iteration 8F: 3 clusters Score -2.161682e+07 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -21628764.000000 Penalty: 5969.268555
	Iteration 9F: 3 clusters Score -2.162876e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -21639914.000000 Penalty: 5969.268555
	Iteration 10F: 3 clusters Score -2.163991e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -21648142.000000 Penalty: 5969.268555
	Iteration 11F: 3 clusters Score -2.164814e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -21652268.000000 Penalty: 5969.268555
	Iteration 12Q: 3 clusters Score -2.165227e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -21653954.000000 Penalty: 5969.268555
	Iteration 13Q: 3 clusters Score -2.165395e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 167809 members 
Entering Unmasked Estep 
Score: -21654516.000000 Penalty: 5969.268555
	Iteration 14Q: 3 clusters Score -2.165452e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 168019 members 
Entering Unmasked Estep 
Score: -21654696.000000 Penalty: 5969.268555
	Iteration 15Q: 3 clusters Score -2.16547e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -21654824.000000 Penalty: 5969.268555
	Iteration 16Q: 3 clusters Score -2.165482e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 168153 members 
Entering Unmasked Estep 
Score: -21654852.000000 Penalty: 5969.268555
	Iteration 17Q: 3 clusters Score -2.165485e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -21654898.000000 Penalty: 5969.268555
	Iteration 18Q: 3 clusters Score -2.16549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -21654938.000000 Penalty: 5969.268555
	Iteration 19Q: 3 clusters Score -2.165494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -21654978.000000 Penalty: 5969.268555
	Iteration 20F: 3 clusters Score -2.165498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -21655002.000000 Penalty: 5969.268555
	Iteration 21Q: 3 clusters Score -2.1655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -21655018.000000 Penalty: 5969.268555
	Iteration 22Q: 3 clusters Score -2.165502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -21655020.000000 Penalty: 5969.268555
	Iteration 23Q: 3 clusters Score -2.165502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -21655020.000000 Penalty: 5969.268555
	Iteration 24F: 3 clusters Score -2.165502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -222143.125000 Penalty: 1868.488647
	Iteration 0F: 2 clusters Score -222143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -219673.625000 Penalty: 3736.977295
	Iteration 0F: 3 clusters Score -219673.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -220137.406250 Penalty: 3736.977295
	Iteration 1F: 3 clusters Score -220137.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220283.562500 Penalty: 3736.977295
	Iteration 2F: 3 clusters Score -220283.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -220382.046875 Penalty: 3736.977295
	Iteration 3F: 3 clusters Score -220382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -220443.531250 Penalty: 3736.977295
	Iteration 4Q: 3 clusters Score -220443.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -220500.453125 Penalty: 3736.977295
	Iteration 5Q: 3 clusters Score -220500.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220528.828125 Penalty: 3736.977295
	Iteration 6Q: 3 clusters Score -220528.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -220547.843750 Penalty: 3736.977295
	Iteration 7Q: 3 clusters Score -220547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -220562.593750 Penalty: 3736.977295
	Iteration 8Q: 3 clusters Score -220562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -220572.656250 Penalty: 3736.977295
	Iteration 9Q: 3 clusters Score -220572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -220576.437500 Penalty: 3736.977295
	Iteration 10Q: 3 clusters Score -220576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -220578.625000 Penalty: 3736.977295
	Iteration 11Q: 3 clusters Score -220578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -220580.906250 Penalty: 3736.977295
	Iteration 12Q: 3 clusters Score -220580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -220582.703125 Penalty: 3736.977295
	Iteration 13Q: 3 clusters Score -220582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220583.375000 Penalty: 3736.977295
	Iteration 14Q: 3 clusters Score -220583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -220583.546875 Penalty: 3736.977295
	Iteration 15Q: 3 clusters Score -220583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -220583.546875 Penalty: 3736.977295
	Iteration 16F: 3 clusters Score -220583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 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 302 members 
Entering Unmasked Estep 
Score: -63750.093750 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63750.09 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64107.066406 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64107.07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64397.445312 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64397.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64682.156250 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64682.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64949.460938 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -64949.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65248.816406 Penalty: 3206.435791
	Iteration 5F: 3 clusters Score -65248.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65336.441406 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -65336.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65362.433594 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65362.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65380.062500 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65380.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65380.062500 Penalty: 3206.435791
	Iteration 9F: 3 clusters Score -65380.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 55383 members 
Mstep: Class 4 contains 51668 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 168521 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 165074 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 181582 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201164 members 
Mstep: Class 19 contains 127462 members 
Mstep: Class 20 contains 18317 members 
Mstep: Class 21 contains 217 members 
Entering Unmasked Estep 
Score: -149696976.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149698720.000000 to -149696976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -307736.062500 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -307736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -304768.625000 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -304768.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -305362.781250 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -305362.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -305496.187500 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -305496.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -305563.812500 Penalty: 3870.908691
	Iteration 3Q: 3 clusters Score -305563.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -305593.406250 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -305593.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -305615.156250 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -305615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -305626.812500 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -305626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -305644.687500 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -305644.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -305663.593750 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -305663.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -305686.625000 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -305686.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -305703.000000 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -305703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -305712.937500 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -305712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -305719.218750 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -305719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -305723.031250 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -305723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -305725.312500 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -305725.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -305727.625000 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -305727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -305730.468750 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -305730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -305732.343750 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -305732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -305734.281250 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -305734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -305734.625000 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -305734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -305736.031250 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -305736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -305737.468750 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -305737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -305740.125000 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -305740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305742.906250 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -305742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -305745.125000 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -305745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305745.437500 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -305745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305745.437500 Penalty: 3870.908691
	Iteration 26F: 3 clusters Score -305745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Entering Unmasked Estep 
Score: -21174350.000000 Penalty: 2979.508789
	Iteration 0F: 2 clusters Score -2.117435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -21064512.000000 Penalty: 5959.017578
	Iteration 0F: 3 clusters Score -2.106451e+07 nChanged 79124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -21109670.000000 Penalty: 5959.017578
	Iteration 1F: 3 clusters Score -2.110967e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -21110750.000000 Penalty: 5959.017578
	Iteration 2Q: 3 clusters Score -2.111075e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -21112108.000000 Penalty: 5959.017578
	Iteration 3Q: 3 clusters Score -2.111211e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -21113810.000000 Penalty: 5959.017578
	Iteration 4Q: 3 clusters Score -2.111381e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -21116614.000000 Penalty: 5959.017578
	Iteration 5Q: 3 clusters Score -2.111661e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -21120996.000000 Penalty: 5959.017578
	Iteration 6Q: 3 clusters Score -2.1121e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -21126922.000000 Penalty: 5959.017578
	Iteration 7F: 3 clusters Score -2.112692e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -21134622.000000 Penalty: 5959.017578
	Iteration 8F: 3 clusters Score -2.113462e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114385 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -21142552.000000 Penalty: 5959.017578
	Iteration 9F: 3 clusters Score -2.114255e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -21148630.000000 Penalty: 5959.017578
	Iteration 10F: 3 clusters Score -2.114863e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -21152026.000000 Penalty: 5959.017578
	Iteration 11Q: 3 clusters Score -2.115203e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126221 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -21153918.000000 Penalty: 5959.017578
	Iteration 12Q: 3 clusters Score -2.115392e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129623 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -21155524.000000 Penalty: 5959.017578
	Iteration 13Q: 3 clusters Score -2.115552e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133018 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -21156752.000000 Penalty: 5959.017578
	Iteration 14Q: 3 clusters Score -2.115675e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136388 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -21158350.000000 Penalty: 5959.017578
	Iteration 15Q: 3 clusters Score -2.115835e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -21159848.000000 Penalty: 5959.017578
	Iteration 16Q: 3 clusters Score -2.115985e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -21161250.000000 Penalty: 5959.017578
	Iteration 17Q: 3 clusters Score -2.116125e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -21162620.000000 Penalty: 5959.017578
	Iteration 18Q: 3 clusters Score -2.116262e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149014 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -21164124.000000 Penalty: 5959.017578
	Iteration 19Q: 3 clusters Score -2.116412e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151700 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -21165444.000000 Penalty: 5959.017578
	Iteration 20F: 3 clusters Score -2.116544e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154126 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -21166736.000000 Penalty: 5959.017578
	Iteration 21Q: 3 clusters Score -2.116674e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -21167784.000000 Penalty: 5959.017578
	Iteration 22Q: 3 clusters Score -2.116778e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157851 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -21168622.000000 Penalty: 5959.017578
	Iteration 23Q: 3 clusters Score -2.116862e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -21169440.000000 Penalty: 5959.017578
	Iteration 24Q: 3 clusters Score -2.116944e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -21170016.000000 Penalty: 5959.017578
	Iteration 25Q: 3 clusters Score -2.117002e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161272 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -21170458.000000 Penalty: 5959.017578
	Iteration 26Q: 3 clusters Score -2.117046e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21170812.000000 Penalty: 5959.017578
	Iteration 27Q: 3 clusters Score -2.117081e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162509 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -21171028.000000 Penalty: 5959.017578
	Iteration 28Q: 3 clusters Score -2.117103e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -21171244.000000 Penalty: 5959.017578
	Iteration 29Q: 3 clusters Score -2.117124e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163186 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21171394.000000 Penalty: 5959.017578
	Iteration 30Q: 3 clusters Score -2.117139e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21171480.000000 Penalty: 5959.017578
	Iteration 31Q: 3 clusters Score -2.117148e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -21171516.000000 Penalty: 5959.017578
	Iteration 32Q: 3 clusters Score -2.117152e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21171614.000000 Penalty: 5959.017578
	Iteration 33Q: 3 clusters Score -2.117161e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163722 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21171656.000000 Penalty: 5959.017578
	Iteration 34Q: 3 clusters Score -2.117166e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163797 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21171660.000000 Penalty: 5959.017578
	Iteration 35Q: 3 clusters Score -2.117166e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -21171706.000000 Penalty: 5959.017578
	Iteration 36Q: 3 clusters Score -2.117171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21171702.000000 Penalty: 5959.017578
	Iteration 37Q: 3 clusters Score -2.11717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -21171718.000000 Penalty: 5959.017578
	Iteration 38Q: 3 clusters Score -2.117172e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21171718.000000 Penalty: 5959.017578
	Iteration 39Q: 3 clusters Score -2.117172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21171748.000000 Penalty: 5959.017578
	Iteration 40F: 3 clusters Score -2.117175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21171756.000000 Penalty: 5959.017578
	Iteration 41Q: 3 clusters Score -2.117176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164015 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21171790.000000 Penalty: 5959.017578
	Iteration 42Q: 3 clusters Score -2.117179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21171786.000000 Penalty: 5959.017578
	Iteration 43Q: 3 clusters Score -2.117179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164033 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21171786.000000 Penalty: 5959.017578
	Iteration 44Q: 3 clusters Score -2.117179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164042 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21171778.000000 Penalty: 5959.017578
	Iteration 45Q: 3 clusters Score -2.117178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -21171782.000000 Penalty: 5959.017578
	Iteration 46Q: 3 clusters Score -2.117178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21171810.000000 Penalty: 5959.017578
	Iteration 47Q: 3 clusters Score -2.117181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21171814.000000 Penalty: 5959.017578
	Iteration 48Q: 3 clusters Score -2.117181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21171812.000000 Penalty: 5959.017578
	Iteration 49Q: 3 clusters Score -2.117181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -21171810.000000 Penalty: 5959.017578
	Iteration 50Q: 3 clusters Score -2.117181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21171810.000000 Penalty: 5959.017578
	Iteration 51Q: 3 clusters Score -2.117181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21171812.000000 Penalty: 5959.017578
	Iteration 52Q: 3 clusters Score -2.117181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21171812.000000 Penalty: 5959.017578
	Iteration 53Q: 3 clusters Score -2.117181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21171814.000000 Penalty: 5959.017578
	Iteration 54Q: 3 clusters Score -2.117181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21171820.000000 Penalty: 5959.017578
	Iteration 55Q: 3 clusters Score -2.117182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21171824.000000 Penalty: 5959.017578
	Iteration 56Q: 3 clusters Score -2.117182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -21171816.000000 Penalty: 5959.017578
	Iteration 57Q: 3 clusters Score -2.117182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21171818.000000 Penalty: 5959.017578
	Iteration 58Q: 3 clusters Score -2.117182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21171814.000000 Penalty: 5959.017578
	Iteration 59Q: 3 clusters Score -2.117181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164112 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21171810.000000 Penalty: 5959.017578
	Iteration 60F: 3 clusters Score -2.117181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21171812.000000 Penalty: 5959.017578
	Iteration 61Q: 3 clusters Score -2.117181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164119 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21171812.000000 Penalty: 5959.017578
	Iteration 62Q: 3 clusters Score -2.117181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21171804.000000 Penalty: 5959.017578
	Iteration 63Q: 3 clusters Score -2.11718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21171792.000000 Penalty: 5959.017578
	Iteration 64Q: 3 clusters Score -2.117179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -21171804.000000 Penalty: 5959.017578
	Iteration 65Q: 3 clusters Score -2.11718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164123 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21171806.000000 Penalty: 5959.017578
	Iteration 66Q: 3 clusters Score -2.117181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -21171816.000000 Penalty: 5959.017578
	Iteration 67Q: 3 clusters Score -2.117182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -21171808.000000 Penalty: 5959.017578
	Iteration 68Q: 3 clusters Score -2.117181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -21171806.000000 Penalty: 5959.017578
	Iteration 69Q: 3 clusters Score -2.117181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -21171806.000000 Penalty: 5959.017578
	Iteration 70F: 3 clusters Score -2.117181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -227882.593750 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -227882.6 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 932 members 
Entering Unmasked Estep 
Score: -225432.812500 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -225432.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -225815.765625 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -225815.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -225915.765625 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -225915.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -225976.218750 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -225976.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226016.046875 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -226016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -226045.171875 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -226045.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -226068.250000 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -226068.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226083.765625 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -226083.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -226092.093750 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -226092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -226095.703125 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -226095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -226101.562500 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -226101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226106.156250 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -226106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226111.062500 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -226111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -226113.890625 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -226113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -226118.546875 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -226118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -226120.765625 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -226120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226122.515625 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -226122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -226124.015625 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -226124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -226125.421875 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -226125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -226125.843750 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -226125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226125.953125 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -226126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52746.785156 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52746.79 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53210.191406 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -53210.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53397.820312 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53397.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53528.648438 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -53528.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53723.300781 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -53723.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53944.496094 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -53944.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54241.593750 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -54241.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54605.691406 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -54605.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -54727.847656 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -54727.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -54807.621094 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -54807.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -54807.621094 Penalty: 3092.267822
	Iteration 10F: 3 clusters Score -54807.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 55383 members 
Mstep: Class 4 contains 51668 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 168521 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 165074 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 368 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 181582 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201164 members 
Mstep: Class 19 contains 127462 members 
Mstep: Class 20 contains 18317 members 
Mstep: Class 21 contains 142 members 
Entering Unmasked Estep 
Score: -149697712.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149698720.000000 to -149697712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87770.492188 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87770.49 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88245.710938 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88245.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88662.507812 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88662.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89051.757812 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -89051.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89523.875000 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -89523.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89861.250000 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -89861.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89983.429688 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -89983.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90032.117188 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -90032.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90045.390625 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -90045.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90059.367188 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -90059.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90068.476562 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -90068.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90072.914062 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -90072.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90074.492188 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -90074.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90074.492188 Penalty: 3350.861328
	Iteration 13F: 3 clusters Score -90074.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 55383 members 
Mstep: Class 4 contains 51668 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 168521 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 165074 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 181582 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201164 members 
Mstep: Class 19 contains 127462 members 
Mstep: Class 20 contains 18317 members 
Mstep: Class 21 contains 430 members 
Entering Unmasked Estep 
Score: -149697488.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149698720.000000 to -149697488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (21578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Entering Unmasked Estep 
Score: -2755444.250000 Penalty: 2474.898438
	Iteration 0F: 2 clusters Score -2755444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2740421.000000 Penalty: 4949.796875
	Iteration 0F: 3 clusters Score -2740421 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2745459.750000 Penalty: 4949.796875
	Iteration 1F: 3 clusters Score -2745460 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2745861.500000 Penalty: 4949.796875
	Iteration 2F: 3 clusters Score -2745862 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2746168.500000 Penalty: 4949.796875
	Iteration 3Q: 3 clusters Score -2746168 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2746441.500000 Penalty: 4949.796875
	Iteration 4Q: 3 clusters Score -2746442 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2746776.750000 Penalty: 4949.796875
	Iteration 5Q: 3 clusters Score -2746777 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2747172.250000 Penalty: 4949.796875
	Iteration 6Q: 3 clusters Score -2747172 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2747746.250000 Penalty: 4949.796875
	Iteration 7Q: 3 clusters Score -2747746 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2748594.750000 Penalty: 4949.796875
	Iteration 8F: 3 clusters Score -2748595 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2749705.750000 Penalty: 4949.796875
	Iteration 9F: 3 clusters Score -2749706 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2750888.000000 Penalty: 4949.796875
	Iteration 10F: 3 clusters Score -2750888 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2751892.500000 Penalty: 4949.796875
	Iteration 11F: 3 clusters Score -2751892 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2752513.000000 Penalty: 4949.796875
	Iteration 12Q: 3 clusters Score -2752513 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2752838.000000 Penalty: 4949.796875
	Iteration 13Q: 3 clusters Score -2752838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2753022.250000 Penalty: 4949.796875
	Iteration 14Q: 3 clusters Score -2753022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2753132.250000 Penalty: 4949.796875
	Iteration 15Q: 3 clusters Score -2753132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2753180.250000 Penalty: 4949.796875
	Iteration 16Q: 3 clusters Score -2753180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2753198.750000 Penalty: 4949.796875
	Iteration 17Q: 3 clusters Score -2753199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2753218.500000 Penalty: 4949.796875
	Iteration 18Q: 3 clusters Score -2753218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2753230.000000 Penalty: 4949.796875
	Iteration 19Q: 3 clusters Score -2753230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2753235.250000 Penalty: 4949.796875
	Iteration 20F: 3 clusters Score -2753235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2753251.750000 Penalty: 4949.796875
	Iteration 21Q: 3 clusters Score -2753252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2753259.250000 Penalty: 4949.796875
	Iteration 22Q: 3 clusters Score -2753259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2753267.000000 Penalty: 4949.796875
	Iteration 23Q: 3 clusters Score -2753267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2753270.750000 Penalty: 4949.796875
	Iteration 24Q: 3 clusters Score -2753271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2753274.750000 Penalty: 4949.796875
	Iteration 25Q: 3 clusters Score -2753275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2753275.250000 Penalty: 4949.796875
	Iteration 26Q: 3 clusters Score -2753275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2753278.000000 Penalty: 4949.796875
	Iteration 27Q: 3 clusters Score -2753278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2753282.000000 Penalty: 4949.796875
	Iteration 28Q: 3 clusters Score -2753282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2753282.000000 Penalty: 4949.796875
	Iteration 29F: 3 clusters Score -2753282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (181582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181582 members 
Entering Unmasked Estep 
Score: -23357362.000000 Penalty: 3003.146729
	Iteration 0F: 2 clusters Score -2.335736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -23239660.000000 Penalty: 6006.293457
	Iteration 0F: 3 clusters Score -2.323966e+07 nChanged 87109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 90536 members 
Entering Unmasked Estep 
Score: -23289588.000000 Penalty: 6006.293457
	Iteration 1F: 3 clusters Score -2.328959e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -23290374.000000 Penalty: 6006.293457
	Iteration 2Q: 3 clusters Score -2.329037e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 89582 members 
Entering Unmasked Estep 
Score: -23291156.000000 Penalty: 6006.293457
	Iteration 3Q: 3 clusters Score -2.329116e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -23292214.000000 Penalty: 6006.293457
	Iteration 4Q: 3 clusters Score -2.329221e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 87535 members 
Entering Unmasked Estep 
Score: -23293292.000000 Penalty: 6006.293457
	Iteration 5Q: 3 clusters Score -2.329329e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -23294778.000000 Penalty: 6006.293457
	Iteration 6Q: 3 clusters Score -2.329478e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -23296792.000000 Penalty: 6006.293457
	Iteration 7Q: 3 clusters Score -2.329679e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Mstep: Class 2 contains 79859 members 
Entering Unmasked Estep 
Score: -23299546.000000 Penalty: 6006.293457
	Iteration 8Q: 3 clusters Score -2.329955e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -23303542.000000 Penalty: 6006.293457
	Iteration 9Q: 3 clusters Score -2.330354e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -23310318.000000 Penalty: 6006.293457
	Iteration 10F: 3 clusters Score -2.331032e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -23320040.000000 Penalty: 6006.293457
	Iteration 11F: 3 clusters Score -2.332004e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -23330558.000000 Penalty: 6006.293457
	Iteration 12F: 3 clusters Score -2.333056e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125301 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -23337514.000000 Penalty: 6006.293457
	Iteration 13F: 3 clusters Score -2.333751e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -23340674.000000 Penalty: 6006.293457
	Iteration 14Q: 3 clusters Score -2.334067e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130486 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -23342344.000000 Penalty: 6006.293457
	Iteration 15Q: 3 clusters Score -2.334234e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132688 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -23343406.000000 Penalty: 6006.293457
	Iteration 16Q: 3 clusters Score -2.334341e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -23344300.000000 Penalty: 6006.293457
	Iteration 17Q: 3 clusters Score -2.33443e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -23345008.000000 Penalty: 6006.293457
	Iteration 18Q: 3 clusters Score -2.334501e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -23345584.000000 Penalty: 6006.293457
	Iteration 19Q: 3 clusters Score -2.334558e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140123 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -23346132.000000 Penalty: 6006.293457
	Iteration 20F: 3 clusters Score -2.334613e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -23346640.000000 Penalty: 6006.293457
	Iteration 21Q: 3 clusters Score -2.334664e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143593 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -23346892.000000 Penalty: 6006.293457
	Iteration 22Q: 3 clusters Score -2.334689e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145309 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -23347254.000000 Penalty: 6006.293457
	Iteration 23Q: 3 clusters Score -2.334725e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146995 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -23347652.000000 Penalty: 6006.293457
	Iteration 24Q: 3 clusters Score -2.334765e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -23348114.000000 Penalty: 6006.293457
	Iteration 25Q: 3 clusters Score -2.334811e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -23348492.000000 Penalty: 6006.293457
	Iteration 26Q: 3 clusters Score -2.334849e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -23348960.000000 Penalty: 6006.293457
	Iteration 27Q: 3 clusters Score -2.334896e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -23349368.000000 Penalty: 6006.293457
	Iteration 28Q: 3 clusters Score -2.334937e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155334 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -23349798.000000 Penalty: 6006.293457
	Iteration 29Q: 3 clusters Score -2.33498e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -23350162.000000 Penalty: 6006.293457
	Iteration 30Q: 3 clusters Score -2.335016e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -23350636.000000 Penalty: 6006.293457
	Iteration 31Q: 3 clusters Score -2.335064e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -23350886.000000 Penalty: 6006.293457
	Iteration 32Q: 3 clusters Score -2.335089e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -23351148.000000 Penalty: 6006.293457
	Iteration 33Q: 3 clusters Score -2.335115e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162938 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -23351352.000000 Penalty: 6006.293457
	Iteration 34Q: 3 clusters Score -2.335135e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -23351774.000000 Penalty: 6006.293457
	Iteration 35Q: 3 clusters Score -2.335177e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -23352056.000000 Penalty: 6006.293457
	Iteration 36Q: 3 clusters Score -2.335206e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -23352356.000000 Penalty: 6006.293457
	Iteration 37Q: 3 clusters Score -2.335236e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167953 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -23352770.000000 Penalty: 6006.293457
	Iteration 38Q: 3 clusters Score -2.335277e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -23353082.000000 Penalty: 6006.293457
	Iteration 39Q: 3 clusters Score -2.335308e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -23353268.000000 Penalty: 6006.293457
	Iteration 40F: 3 clusters Score -2.335327e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -23353556.000000 Penalty: 6006.293457
	Iteration 41Q: 3 clusters Score -2.335356e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171532 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -23353642.000000 Penalty: 6006.293457
	Iteration 42Q: 3 clusters Score -2.335364e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172237 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -23353854.000000 Penalty: 6006.293457
	Iteration 43Q: 3 clusters Score -2.335385e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -23353916.000000 Penalty: 6006.293457
	Iteration 44Q: 3 clusters Score -2.335392e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -23354022.000000 Penalty: 6006.293457
	Iteration 45Q: 3 clusters Score -2.335402e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173945 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -23354206.000000 Penalty: 6006.293457
	Iteration 46Q: 3 clusters Score -2.335421e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174418 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -23354272.000000 Penalty: 6006.293457
	Iteration 47Q: 3 clusters Score -2.335427e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -23354268.000000 Penalty: 6006.293457
	Iteration 48Q: 3 clusters Score -2.335427e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175240 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -23354336.000000 Penalty: 6006.293457
	Iteration 49Q: 3 clusters Score -2.335434e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -23354354.000000 Penalty: 6006.293457
	Iteration 50Q: 3 clusters Score -2.335435e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175892 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -23354390.000000 Penalty: 6006.293457
	Iteration 51Q: 3 clusters Score -2.335439e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -23354472.000000 Penalty: 6006.293457
	Iteration 52Q: 3 clusters Score -2.335447e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -23354466.000000 Penalty: 6006.293457
	Iteration 53Q: 3 clusters Score -2.335447e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -23354540.000000 Penalty: 6006.293457
	Iteration 54Q: 3 clusters Score -2.335454e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -23354652.000000 Penalty: 6006.293457
	Iteration 55Q: 3 clusters Score -2.335465e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177120 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -23354696.000000 Penalty: 6006.293457
	Iteration 56Q: 3 clusters Score -2.33547e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177333 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -23354688.000000 Penalty: 6006.293457
	Iteration 57Q: 3 clusters Score -2.335469e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177535 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23354728.000000 Penalty: 6006.293457
	Iteration 58Q: 3 clusters Score -2.335473e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -23354814.000000 Penalty: 6006.293457
	Iteration 59Q: 3 clusters Score -2.335481e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -23354850.000000 Penalty: 6006.293457
	Iteration 60F: 3 clusters Score -2.335485e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23354836.000000 Penalty: 6006.293457
	Iteration 61Q: 3 clusters Score -2.335484e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178186 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23354882.000000 Penalty: 6006.293457
	Iteration 62Q: 3 clusters Score -2.335488e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -23354940.000000 Penalty: 6006.293457
	Iteration 63Q: 3 clusters Score -2.335494e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178425 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -23354936.000000 Penalty: 6006.293457
	Iteration 64Q: 3 clusters Score -2.335494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178545 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -23354938.000000 Penalty: 6006.293457
	Iteration 65Q: 3 clusters Score -2.335494e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178662 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -23354982.000000 Penalty: 6006.293457
	Iteration 66Q: 3 clusters Score -2.335498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -23355002.000000 Penalty: 6006.293457
	Iteration 67Q: 3 clusters Score -2.3355e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -23355060.000000 Penalty: 6006.293457
	Iteration 68Q: 3 clusters Score -2.335506e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -23355080.000000 Penalty: 6006.293457
	Iteration 69Q: 3 clusters Score -2.335508e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23355096.000000 Penalty: 6006.293457
	Iteration 70Q: 3 clusters Score -2.33551e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179119 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23355140.000000 Penalty: 6006.293457
	Iteration 71Q: 3 clusters Score -2.335514e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179193 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -23355156.000000 Penalty: 6006.293457
	Iteration 72Q: 3 clusters Score -2.335516e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -23355148.000000 Penalty: 6006.293457
	Iteration 73Q: 3 clusters Score -2.335515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -23355178.000000 Penalty: 6006.293457
	Iteration 74Q: 3 clusters Score -2.335518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179363 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -23355188.000000 Penalty: 6006.293457
	Iteration 75Q: 3 clusters Score -2.335519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179404 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -23355228.000000 Penalty: 6006.293457
	Iteration 76Q: 3 clusters Score -2.335523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179438 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23355224.000000 Penalty: 6006.293457
	Iteration 77Q: 3 clusters Score -2.335522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179459 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -23355240.000000 Penalty: 6006.293457
	Iteration 78Q: 3 clusters Score -2.335524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179478 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23355240.000000 Penalty: 6006.293457
	Iteration 79Q: 3 clusters Score -2.335524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179501 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -23355240.000000 Penalty: 6006.293457
	Iteration 80F: 3 clusters Score -2.335524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -23355258.000000 Penalty: 6006.293457
	Iteration 81Q: 3 clusters Score -2.335526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -23355260.000000 Penalty: 6006.293457
	Iteration 82Q: 3 clusters Score -2.335526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -23355270.000000 Penalty: 6006.293457
	Iteration 83Q: 3 clusters Score -2.335527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23355244.000000 Penalty: 6006.293457
	Iteration 84Q: 3 clusters Score -2.335524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179617 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -23355276.000000 Penalty: 6006.293457
	Iteration 85Q: 3 clusters Score -2.335528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179627 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -23355266.000000 Penalty: 6006.293457
	Iteration 86Q: 3 clusters Score -2.335527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179636 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -23355258.000000 Penalty: 6006.293457
	Iteration 87Q: 3 clusters Score -2.335526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179642 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -23355246.000000 Penalty: 6006.293457
	Iteration 88Q: 3 clusters Score -2.335525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179646 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23355246.000000 Penalty: 6006.293457
	Iteration 89Q: 3 clusters Score -2.335525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -23355246.000000 Penalty: 6006.293457
	Iteration 90Q: 3 clusters Score -2.335525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -23355240.000000 Penalty: 6006.293457
	Iteration 91Q: 3 clusters Score -2.335524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179680 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -23355258.000000 Penalty: 6006.293457
	Iteration 92Q: 3 clusters Score -2.335526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179691 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -23355264.000000 Penalty: 6006.293457
	Iteration 93Q: 3 clusters Score -2.335526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179700 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -23355250.000000 Penalty: 6006.293457
	Iteration 94Q: 3 clusters Score -2.335525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179707 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -23355254.000000 Penalty: 6006.293457
	Iteration 95Q: 3 clusters Score -2.335525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179714 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -23355256.000000 Penalty: 6006.293457
	Iteration 96Q: 3 clusters Score -2.335526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23355270.000000 Penalty: 6006.293457
	Iteration 97Q: 3 clusters Score -2.335527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -23355260.000000 Penalty: 6006.293457
	Iteration 98Q: 3 clusters Score -2.335526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179727 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23355270.000000 Penalty: 6006.293457
	Iteration 99Q: 3 clusters Score -2.335527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -23355256.000000 Penalty: 6006.293457
	Iteration 100F: 3 clusters Score -2.335526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179730 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -23355272.000000 Penalty: 6006.293457
	Iteration 101Q: 3 clusters Score -2.335527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179731 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23355260.000000 Penalty: 6006.293457
	Iteration 102Q: 3 clusters Score -2.335526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179731 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23355260.000000 Penalty: 6006.293457
	Iteration 103F: 3 clusters Score -2.335526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 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 329 members 
Entering Unmasked Estep 
Score: -73970.242188 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73970.24 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74231.914062 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74231.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74308.726562 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74308.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74388.531250 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -74388.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74470.945312 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74470.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74586.976562 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74586.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74649.929688 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74649.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74668.445312 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74668.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74689.000000 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74707.539062 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74707.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74725.726562 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74725.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74730.609375 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74730.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74732.398438 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74732.398438 Penalty: 3217.891357
	Iteration 13F: 3 clusters Score -74732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201164 members 
Entering Unmasked Estep 
Score: -25730940.000000 Penalty: 3028.545166
	Iteration 0F: 2 clusters Score -2.573094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -25600830.000000 Penalty: 6057.090332
	Iteration 0F: 3 clusters Score -2.560083e+07 nChanged 96570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 105090 members 
Entering Unmasked Estep 
Score: -25657840.000000 Penalty: 6057.090332
	Iteration 1F: 3 clusters Score -2.565784e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -25659220.000000 Penalty: 6057.090332
	Iteration 2Q: 3 clusters Score -2.565922e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -25660582.000000 Penalty: 6057.090332
	Iteration 3Q: 3 clusters Score -2.566058e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -25663156.000000 Penalty: 6057.090332
	Iteration 4Q: 3 clusters Score -2.566316e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 127257 members 
Entering Unmasked Estep 
Score: -25667994.000000 Penalty: 6057.090332
	Iteration 5F: 3 clusters Score -2.566799e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -25676692.000000 Penalty: 6057.090332
	Iteration 6F: 3 clusters Score -2.567669e+07 nChanged 16502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -25690170.000000 Penalty: 6057.090332
	Iteration 7F: 3 clusters Score -2.569017e+07 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -25706232.000000 Penalty: 6057.090332
	Iteration 8F: 3 clusters Score -2.570623e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 186705 members 
Entering Unmasked Estep 
Score: -25718180.000000 Penalty: 6057.090332
	Iteration 9F: 3 clusters Score -2.571818e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 194708 members 
Entering Unmasked Estep 
Score: -25724254.000000 Penalty: 6057.090332
	Iteration 10Q: 3 clusters Score -2.572425e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 198453 members 
Entering Unmasked Estep 
Score: -25726770.000000 Penalty: 6057.090332
	Iteration 11Q: 3 clusters Score -2.572677e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 199962 members 
Entering Unmasked Estep 
Score: -25727726.000000 Penalty: 6057.090332
	Iteration 12Q: 3 clusters Score -2.572773e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 200472 members 
Entering Unmasked Estep 
Score: -25728016.000000 Penalty: 6057.090332
	Iteration 13Q: 3 clusters Score -2.572802e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 200663 members 
Entering Unmasked Estep 
Score: -25728156.000000 Penalty: 6057.090332
	Iteration 14Q: 3 clusters Score -2.572816e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 200743 members 
Entering Unmasked Estep 
Score: -25728250.000000 Penalty: 6057.090332
	Iteration 15Q: 3 clusters Score -2.572825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 200775 members 
Entering Unmasked Estep 
Score: -25728308.000000 Penalty: 6057.090332
	Iteration 16Q: 3 clusters Score -2.572831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 200789 members 
Entering Unmasked Estep 
Score: -25728344.000000 Penalty: 6057.090332
	Iteration 17Q: 3 clusters Score -2.572834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 200801 members 
Entering Unmasked Estep 
Score: -25728338.000000 Penalty: 6057.090332
	Iteration 18Q: 3 clusters Score -2.572834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 200813 members 
Entering Unmasked Estep 
Score: -25728352.000000 Penalty: 6057.090332
	Iteration 19Q: 3 clusters Score -2.572835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 200817 members 
Entering Unmasked Estep 
Score: -25728334.000000 Penalty: 6057.090332
	Iteration 20F: 3 clusters Score -2.572833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 200821 members 
Entering Unmasked Estep 
Score: -25728370.000000 Penalty: 6057.090332
	Iteration 21Q: 3 clusters Score -2.572837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 200825 members 
Entering Unmasked Estep 
Score: -25728338.000000 Penalty: 6057.090332
	Iteration 22Q: 3 clusters Score -2.572834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 200829 members 
Entering Unmasked Estep 
Score: -25728328.000000 Penalty: 6057.090332
	Iteration 23Q: 3 clusters Score -2.572833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 200834 members 
Entering Unmasked Estep 
Score: -25728326.000000 Penalty: 6057.090332
	Iteration 24Q: 3 clusters Score -2.572833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 200839 members 
Entering Unmasked Estep 
Score: -25728342.000000 Penalty: 6057.090332
	Iteration 25Q: 3 clusters Score -2.572834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 200845 members 
Entering Unmasked Estep 
Score: -25728344.000000 Penalty: 6057.090332
	Iteration 26Q: 3 clusters Score -2.572834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 200846 members 
Entering Unmasked Estep 
Score: -25728350.000000 Penalty: 6057.090332
	Iteration 27Q: 3 clusters Score -2.572835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200847 members 
Entering Unmasked Estep 
Score: -25728362.000000 Penalty: 6057.090332
	Iteration 28Q: 3 clusters Score -2.572836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -25728350.000000 Penalty: 6057.090332
	Iteration 29Q: 3 clusters Score -2.572835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -25728364.000000 Penalty: 6057.090332
	Iteration 30Q: 3 clusters Score -2.572836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -25728364.000000 Penalty: 6057.090332
	Iteration 31F: 3 clusters Score -2.572836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (127462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Entering Unmasked Estep 
Score: -16383941.000000 Penalty: 2915.382080
	Iteration 0F: 2 clusters Score -1.638394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -16298844.000000 Penalty: 5830.764160
	Iteration 0F: 3 clusters Score -1.629884e+07 nChanged 60697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -16333850.000000 Penalty: 5830.764160
	Iteration 1F: 3 clusters Score -1.633385e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -16334754.000000 Penalty: 5830.764160
	Iteration 2Q: 3 clusters Score -1.633475e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -16335714.000000 Penalty: 5830.764160
	Iteration 3Q: 3 clusters Score -1.633571e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -16337044.000000 Penalty: 5830.764160
	Iteration 4Q: 3 clusters Score -1.633704e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -16338882.000000 Penalty: 5830.764160
	Iteration 5Q: 3 clusters Score -1.633888e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -16341558.000000 Penalty: 5830.764160
	Iteration 6Q: 3 clusters Score -1.634156e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -16346113.000000 Penalty: 5830.764160
	Iteration 7F: 3 clusters Score -1.634611e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -16352525.000000 Penalty: 5830.764160
	Iteration 8F: 3 clusters Score -1.635252e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -16360105.000000 Penalty: 5830.764160
	Iteration 9F: 3 clusters Score -1.63601e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -16366666.000000 Penalty: 5830.764160
	Iteration 10F: 3 clusters Score -1.636667e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102422 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -16371086.000000 Penalty: 5830.764160
	Iteration 11Q: 3 clusters Score -1.637109e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -16373492.000000 Penalty: 5830.764160
	Iteration 12Q: 3 clusters Score -1.637349e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -16375002.000000 Penalty: 5830.764160
	Iteration 13Q: 3 clusters Score -1.6375e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -16376184.000000 Penalty: 5830.764160
	Iteration 14Q: 3 clusters Score -1.637618e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -16377000.000000 Penalty: 5830.764160
	Iteration 15Q: 3 clusters Score -1.6377e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113566 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -16377750.000000 Penalty: 5830.764160
	Iteration 16Q: 3 clusters Score -1.637775e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -16378465.000000 Penalty: 5830.764160
	Iteration 17Q: 3 clusters Score -1.637846e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116362 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -16378996.000000 Penalty: 5830.764160
	Iteration 18Q: 3 clusters Score -1.6379e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117485 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -16379422.000000 Penalty: 5830.764160
	Iteration 19Q: 3 clusters Score -1.637942e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118471 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -16379868.000000 Penalty: 5830.764160
	Iteration 20F: 3 clusters Score -1.637987e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119394 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -16380210.000000 Penalty: 5830.764160
	Iteration 21Q: 3 clusters Score -1.638021e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -16380475.000000 Penalty: 5830.764160
	Iteration 22Q: 3 clusters Score -1.638048e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -16380711.000000 Penalty: 5830.764160
	Iteration 23Q: 3 clusters Score -1.638071e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -16380868.000000 Penalty: 5830.764160
	Iteration 24Q: 3 clusters Score -1.638087e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -16381029.000000 Penalty: 5830.764160
	Iteration 25Q: 3 clusters Score -1.638103e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -16381233.000000 Penalty: 5830.764160
	Iteration 26Q: 3 clusters Score -1.638123e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -16381403.000000 Penalty: 5830.764160
	Iteration 27Q: 3 clusters Score -1.63814e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -16381449.000000 Penalty: 5830.764160
	Iteration 28Q: 3 clusters Score -1.638145e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -16381548.000000 Penalty: 5830.764160
	Iteration 29Q: 3 clusters Score -1.638155e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -16381656.000000 Penalty: 5830.764160
	Iteration 30Q: 3 clusters Score -1.638166e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124026 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -16381730.000000 Penalty: 5830.764160
	Iteration 31Q: 3 clusters Score -1.638173e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -16381771.000000 Penalty: 5830.764160
	Iteration 32Q: 3 clusters Score -1.638177e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124339 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -16381764.000000 Penalty: 5830.764160
	Iteration 33Q: 3 clusters Score -1.638176e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124470 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -16381784.000000 Penalty: 5830.764160
	Iteration 34Q: 3 clusters Score -1.638178e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -16381785.000000 Penalty: 5830.764160
	Iteration 35Q: 3 clusters Score -1.638178e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16381837.000000 Penalty: 5830.764160
	Iteration 36Q: 3 clusters Score -1.638184e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124764 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -16381841.000000 Penalty: 5830.764160
	Iteration 37Q: 3 clusters Score -1.638184e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124830 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -16381815.000000 Penalty: 5830.764160
	Iteration 38Q: 3 clusters Score -1.638182e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -16381828.000000 Penalty: 5830.764160
	Iteration 39Q: 3 clusters Score -1.638183e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -16381843.000000 Penalty: 5830.764160
	Iteration 40F: 3 clusters Score -1.638184e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125043 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -16381826.000000 Penalty: 5830.764160
	Iteration 41Q: 3 clusters Score -1.638183e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -16381869.000000 Penalty: 5830.764160
	Iteration 42Q: 3 clusters Score -1.638187e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125165 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -16381876.000000 Penalty: 5830.764160
	Iteration 43Q: 3 clusters Score -1.638188e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125220 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -16381880.000000 Penalty: 5830.764160
	Iteration 44Q: 3 clusters Score -1.638188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -16381854.000000 Penalty: 5830.764160
	Iteration 45Q: 3 clusters Score -1.638185e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -16381862.000000 Penalty: 5830.764160
	Iteration 46Q: 3 clusters Score -1.638186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -16381876.000000 Penalty: 5830.764160
	Iteration 47Q: 3 clusters Score -1.638188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16381868.000000 Penalty: 5830.764160
	Iteration 48Q: 3 clusters Score -1.638187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -16381884.000000 Penalty: 5830.764160
	Iteration 49Q: 3 clusters Score -1.638188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -16381880.000000 Penalty: 5830.764160
	Iteration 50Q: 3 clusters Score -1.638188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -16381883.000000 Penalty: 5830.764160
	Iteration 51Q: 3 clusters Score -1.638188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -16381879.000000 Penalty: 5830.764160
	Iteration 52Q: 3 clusters Score -1.638188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125492 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -16381866.000000 Penalty: 5830.764160
	Iteration 53Q: 3 clusters Score -1.638187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16381879.000000 Penalty: 5830.764160
	Iteration 54Q: 3 clusters Score -1.638188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125523 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -16381894.000000 Penalty: 5830.764160
	Iteration 55Q: 3 clusters Score -1.638189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -16381892.000000 Penalty: 5830.764160
	Iteration 56Q: 3 clusters Score -1.638189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -16381871.000000 Penalty: 5830.764160
	Iteration 57Q: 3 clusters Score -1.638187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16381866.000000 Penalty: 5830.764160
	Iteration 58Q: 3 clusters Score -1.638187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -16381862.000000 Penalty: 5830.764160
	Iteration 59Q: 3 clusters Score -1.638186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125587 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -16381869.000000 Penalty: 5830.764160
	Iteration 60F: 3 clusters Score -1.638187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125597 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -16381858.000000 Penalty: 5830.764160
	Iteration 61Q: 3 clusters Score -1.638186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -16381874.000000 Penalty: 5830.764160
	Iteration 62Q: 3 clusters Score -1.638187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -16381893.000000 Penalty: 5830.764160
	Iteration 63Q: 3 clusters Score -1.638189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -16381872.000000 Penalty: 5830.764160
	Iteration 64Q: 3 clusters Score -1.638187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -16381870.000000 Penalty: 5830.764160
	Iteration 65Q: 3 clusters Score -1.638187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -16381865.000000 Penalty: 5830.764160
	Iteration 66Q: 3 clusters Score -1.638186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125662 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -16381867.000000 Penalty: 5830.764160
	Iteration 67Q: 3 clusters Score -1.638187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125670 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -16381886.000000 Penalty: 5830.764160
	Iteration 68Q: 3 clusters Score -1.638189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16381876.000000 Penalty: 5830.764160
	Iteration 69Q: 3 clusters Score -1.638188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125676 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16381888.000000 Penalty: 5830.764160
	Iteration 70Q: 3 clusters Score -1.638189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125679 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -16381885.000000 Penalty: 5830.764160
	Iteration 71Q: 3 clusters Score -1.638188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -16381885.000000 Penalty: 5830.764160
	Iteration 72Q: 3 clusters Score -1.638188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -16381885.000000 Penalty: 5830.764160
	Iteration 73F: 3 clusters Score -1.638188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Entering Unmasked Estep 
Score: -2357419.750000 Penalty: 2434.265137
	Iteration 0F: 2 clusters Score -2357420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2344393.750000 Penalty: 4868.530273
	Iteration 0F: 3 clusters Score -2344394 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2348634.750000 Penalty: 4868.530273
	Iteration 1F: 3 clusters Score -2348635 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2348959.500000 Penalty: 4868.530273
	Iteration 2F: 3 clusters Score -2348960 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2349241.500000 Penalty: 4868.530273
	Iteration 3Q: 3 clusters Score -2349242 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2349539.750000 Penalty: 4868.530273
	Iteration 4Q: 3 clusters Score -2349540 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2349846.750000 Penalty: 4868.530273
	Iteration 5Q: 3 clusters Score -2349847 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2350238.750000 Penalty: 4868.530273
	Iteration 6Q: 3 clusters Score -2350239 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2350815.750000 Penalty: 4868.530273
	Iteration 7F: 3 clusters Score -2350816 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2351576.750000 Penalty: 4868.530273
	Iteration 8F: 3 clusters Score -2351577 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2352542.750000 Penalty: 4868.530273
	Iteration 9F: 3 clusters Score -2352543 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2353513.500000 Penalty: 4868.530273
	Iteration 10F: 3 clusters Score -2353514 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2354289.500000 Penalty: 4868.530273
	Iteration 11Q: 3 clusters Score -2354290 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2354760.250000 Penalty: 4868.530273
	Iteration 12Q: 3 clusters Score -2354760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2355025.750000 Penalty: 4868.530273
	Iteration 13Q: 3 clusters Score -2355026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2355157.750000 Penalty: 4868.530273
	Iteration 14Q: 3 clusters Score -2355158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2355211.500000 Penalty: 4868.530273
	Iteration 15Q: 3 clusters Score -2355212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2355242.750000 Penalty: 4868.530273
	Iteration 16Q: 3 clusters Score -2355243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2355261.000000 Penalty: 4868.530273
	Iteration 17Q: 3 clusters Score -2355261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2355284.500000 Penalty: 4868.530273
	Iteration 18Q: 3 clusters Score -2355284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2355301.750000 Penalty: 4868.530273
	Iteration 19Q: 3 clusters Score -2355302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2355313.750000 Penalty: 4868.530273
	Iteration 20F: 3 clusters Score -2355314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 55383 members 
Mstep: Class 4 contains 51668 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 168521 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 165074 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 181582 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201164 members 
Mstep: Class 19 contains 127462 members 
Mstep: Class 20 contains 18317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698848.000000 Penalty: 69388.398438
Iteration 119Q: 21 clusters Score -1.496988e+08 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 55599 members 
Mstep: Class 4 contains 51665 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 168873 members 
Mstep: Class 8 contains 1867 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 165174 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21468 members 
Mstep: Class 16 contains 181576 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201102 members 
Mstep: Class 19 contains 127216 members 
Mstep: Class 20 contains 18329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699024.000000 Penalty: 69388.398438
Iteration 120F: 21 clusters Score -1.49699e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 55796 members 
Mstep: Class 4 contains 51665 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17133 members 
Mstep: Class 7 contains 169209 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 165259 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21370 members 
Mstep: Class 16 contains 181576 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201055 members 
Mstep: Class 19 contains 126949 members 
Mstep: Class 20 contains 18334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 69388.398438
Iteration 121Q: 21 clusters Score -1.496992e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 55974 members 
Mstep: Class 4 contains 51661 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 17010 members 
Mstep: Class 7 contains 169502 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 165316 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21270 members 
Mstep: Class 16 contains 181566 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201041 members 
Mstep: Class 19 contains 126707 members 
Mstep: Class 20 contains 18335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 69388.398438
Iteration 122Q: 21 clusters Score -1.496992e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167860 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 56161 members 
Mstep: Class 4 contains 51660 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16896 members 
Mstep: Class 7 contains 169730 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 165396 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21158 members 
Mstep: Class 16 contains 181558 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200993 members 
Mstep: Class 19 contains 126476 members 
Mstep: Class 20 contains 18362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699408.000000 Penalty: 69388.398438
Iteration 123Q: 21 clusters Score -1.496994e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167850 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 56327 members 
Mstep: Class 4 contains 51670 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 7 contains 169841 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 165469 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 21036 members 
Mstep: Class 16 contains 181604 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200966 members 
Mstep: Class 19 contains 126254 members 
Mstep: Class 20 contains 18395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 69388.398438
Iteration 124Q: 21 clusters Score -1.496992e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 56483 members 
Mstep: Class 4 contains 51679 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16744 members 
Mstep: Class 7 contains 169899 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 165561 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20931 members 
Mstep: Class 16 contains 181640 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200947 members 
Mstep: Class 19 contains 126071 members 
Mstep: Class 20 contains 18424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 69388.398438
Iteration 125Q: 21 clusters Score -1.496992e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167862 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 56634 members 
Mstep: Class 4 contains 51683 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16652 members 
Mstep: Class 7 contains 169970 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165641 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20827 members 
Mstep: Class 16 contains 181660 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200909 members 
Mstep: Class 19 contains 125893 members 
Mstep: Class 20 contains 18459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699392.000000 Penalty: 69388.398438
Iteration 126Q: 21 clusters Score -1.496994e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167922 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 56742 members 
Mstep: Class 4 contains 51698 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16602 members 
Mstep: Class 7 contains 169996 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165680 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20724 members 
Mstep: Class 16 contains 181698 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200875 members 
Mstep: Class 19 contains 125716 members 
Mstep: Class 20 contains 18509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699312.000000 Penalty: 69388.398438
Iteration 127Q: 21 clusters Score -1.496993e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 56849 members 
Mstep: Class 4 contains 51709 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16554 members 
Mstep: Class 7 contains 169992 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165701 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20625 members 
Mstep: Class 16 contains 181750 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200846 members 
Mstep: Class 19 contains 125546 members 
Mstep: Class 20 contains 18563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 69388.398438
Iteration 128Q: 21 clusters Score -1.496992e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 56939 members 
Mstep: Class 4 contains 51709 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16509 members 
Mstep: Class 7 contains 169988 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165701 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20529 members 
Mstep: Class 16 contains 181806 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200846 members 
Mstep: Class 19 contains 125406 members 
Mstep: Class 20 contains 18605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699456.000000 Penalty: 69388.398438
Iteration 129Q: 21 clusters Score -1.496995e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168131 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 57039 members 
Mstep: Class 4 contains 51710 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16449 members 
Mstep: Class 7 contains 169919 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165723 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20447 members 
Mstep: Class 16 contains 181881 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200848 members 
Mstep: Class 19 contains 125256 members 
Mstep: Class 20 contains 18653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 69388.398438
Iteration 130Q: 21 clusters Score -1.496992e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168217 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 57128 members 
Mstep: Class 4 contains 51704 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16397 members 
Mstep: Class 7 contains 169846 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165761 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20375 members 
Mstep: Class 16 contains 181918 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200849 members 
Mstep: Class 19 contains 125135 members 
Mstep: Class 20 contains 18694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699440.000000 Penalty: 69388.398438
Iteration 131Q: 21 clusters Score -1.496994e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168294 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 57210 members 
Mstep: Class 4 contains 51713 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16355 members 
Mstep: Class 7 contains 169780 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165781 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20321 members 
Mstep: Class 16 contains 181954 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200808 members 
Mstep: Class 19 contains 125040 members 
Mstep: Class 20 contains 18731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699536.000000 Penalty: 69388.398438
Iteration 132Q: 21 clusters Score -1.496995e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 4427 members 
Mstep: Class 3 contains 57269 members 
Mstep: Class 4 contains 51746 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16318 members 
Mstep: Class 7 contains 169711 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165733 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20274 members 
Mstep: Class 16 contains 182021 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200784 members 
Mstep: Class 19 contains 124936 members 
Mstep: Class 20 contains 18770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 69388.398438
Iteration 133Q: 21 clusters Score -1.496992e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 57326 members 
Mstep: Class 4 contains 51756 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16278 members 
Mstep: Class 7 contains 169640 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165721 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20233 members 
Mstep: Class 16 contains 182066 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200763 members 
Mstep: Class 19 contains 124851 members 
Mstep: Class 20 contains 18808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699248.000000 Penalty: 69388.398438
Iteration 134Q: 21 clusters Score -1.496992e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168541 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 3 contains 57391 members 
Mstep: Class 4 contains 51776 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16230 members 
Mstep: Class 7 contains 169573 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165719 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20174 members 
Mstep: Class 16 contains 182118 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200758 members 
Mstep: Class 19 contains 124765 members 
Mstep: Class 20 contains 18848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699280.000000 Penalty: 69388.398438
Iteration 135Q: 21 clusters Score -1.496993e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 4511 members 
Mstep: Class 3 contains 57451 members 
Mstep: Class 4 contains 51790 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16175 members 
Mstep: Class 7 contains 169490 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165726 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20128 members 
Mstep: Class 16 contains 182156 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200790 members 
Mstep: Class 19 contains 124670 members 
Mstep: Class 20 contains 18870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699456.000000 Penalty: 69388.398438
Iteration 136Q: 21 clusters Score -1.496995e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168684 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 57538 members 
Mstep: Class 4 contains 51799 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16096 members 
Mstep: Class 7 contains 169409 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165770 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20072 members 
Mstep: Class 16 contains 182192 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200803 members 
Mstep: Class 19 contains 124587 members 
Mstep: Class 20 contains 18890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699648.000000 Penalty: 69388.398438
Iteration 137Q: 21 clusters Score -1.496996e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 57615 members 
Mstep: Class 4 contains 51813 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 16032 members 
Mstep: Class 7 contains 169335 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165801 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 20021 members 
Mstep: Class 16 contains 182216 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200822 members 
Mstep: Class 19 contains 124504 members 
Mstep: Class 20 contains 18911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699536.000000 Penalty: 69388.398438
Iteration 138Q: 21 clusters Score -1.496995e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 57671 members 
Mstep: Class 4 contains 51823 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15970 members 
Mstep: Class 7 contains 169284 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165851 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19971 members 
Mstep: Class 16 contains 182224 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200797 members 
Mstep: Class 19 contains 124429 members 
Mstep: Class 20 contains 18946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699280.000000 Penalty: 69388.398438
Iteration 139Q: 21 clusters Score -1.496993e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 57731 members 
Mstep: Class 4 contains 51832 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15906 members 
Mstep: Class 7 contains 169221 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 165882 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19914 members 
Mstep: Class 16 contains 182244 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200798 members 
Mstep: Class 19 contains 124348 members 
Mstep: Class 20 contains 18992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699424.000000 Penalty: 69388.398438
Iteration 140F: 21 clusters Score -1.496994e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168921 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 57829 members 
Mstep: Class 4 contains 51833 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15858 members 
Mstep: Class 7 contains 169174 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165906 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 182254 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200798 members 
Mstep: Class 19 contains 124270 members 
Mstep: Class 20 contains 19043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699296.000000 Penalty: 69388.398438
Iteration 141Q: 21 clusters Score -1.496993e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168968 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 57919 members 
Mstep: Class 4 contains 51835 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15836 members 
Mstep: Class 7 contains 169121 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165902 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 182275 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200792 members 
Mstep: Class 19 contains 124207 members 
Mstep: Class 20 contains 19098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698992.000000 Penalty: 69388.398438
Iteration 142Q: 21 clusters Score -1.49699e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168999 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 58012 members 
Mstep: Class 4 contains 51834 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15819 members 
Mstep: Class 7 contains 169064 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165911 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 182290 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200785 members 
Mstep: Class 19 contains 124149 members 
Mstep: Class 20 contains 19147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 69388.398438
Iteration 143Q: 21 clusters Score -1.496991e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 58090 members 
Mstep: Class 4 contains 51838 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15797 members 
Mstep: Class 7 contains 169005 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165913 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 16 contains 182314 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200774 members 
Mstep: Class 19 contains 124084 members 
Mstep: Class 20 contains 19197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699072.000000 Penalty: 69388.398438
Iteration 144Q: 21 clusters Score -1.496991e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 4765 members 
Mstep: Class 3 contains 58189 members 
Mstep: Class 4 contains 51841 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15785 members 
Mstep: Class 7 contains 168952 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 165894 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 182337 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200774 members 
Mstep: Class 19 contains 124046 members 
Mstep: Class 20 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699296.000000 Penalty: 69388.398438
Iteration 145Q: 21 clusters Score -1.496993e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 58261 members 
Mstep: Class 4 contains 51846 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 168910 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165862 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 182343 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200805 members 
Mstep: Class 19 contains 123997 members 
Mstep: Class 20 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699440.000000 Penalty: 69388.398438
Iteration 146Q: 21 clusters Score -1.496994e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 58324 members 
Mstep: Class 4 contains 51853 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15769 members 
Mstep: Class 7 contains 168863 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165843 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19318 members 
Mstep: Class 16 contains 182344 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200837 members 
Mstep: Class 19 contains 123937 members 
Mstep: Class 20 contains 19343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699392.000000 Penalty: 69388.398438
Iteration 147Q: 21 clusters Score -1.496994e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169187 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 58399 members 
Mstep: Class 4 contains 51855 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 168840 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 165804 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19244 members 
Mstep: Class 16 contains 182350 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200853 members 
Mstep: Class 19 contains 123882 members 
Mstep: Class 20 contains 19400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699616.000000 Penalty: 69388.398438
Iteration 148Q: 21 clusters Score -1.496996e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 58489 members 
Mstep: Class 4 contains 51863 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 168818 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165770 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 182349 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200881 members 
Mstep: Class 19 contains 123821 members 
Mstep: Class 20 contains 19429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699584.000000 Penalty: 69388.398438
Iteration 149Q: 21 clusters Score -1.496996e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 58588 members 
Mstep: Class 4 contains 51876 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15738 members 
Mstep: Class 7 contains 168784 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165737 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 182353 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200909 members 
Mstep: Class 19 contains 123766 members 
Mstep: Class 20 contains 19462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699744.000000 Penalty: 69388.398438
Iteration 150Q: 21 clusters Score -1.496997e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169235 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 58679 members 
Mstep: Class 4 contains 51884 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15728 members 
Mstep: Class 7 contains 168741 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165725 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200941 members 
Mstep: Class 19 contains 123703 members 
Mstep: Class 20 contains 19507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699728.000000 Penalty: 69388.398438
Iteration 151Q: 21 clusters Score -1.496997e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169232 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 58784 members 
Mstep: Class 4 contains 51894 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15708 members 
Mstep: Class 7 contains 168728 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165711 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 16 contains 182358 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200977 members 
Mstep: Class 19 contains 123639 members 
Mstep: Class 20 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699680.000000 Penalty: 69388.398438
Iteration 152Q: 21 clusters Score -1.496997e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 58881 members 
Mstep: Class 4 contains 51901 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15693 members 
Mstep: Class 7 contains 168727 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165694 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18833 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201019 members 
Mstep: Class 19 contains 123568 members 
Mstep: Class 20 contains 19581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699440.000000 Penalty: 69388.398438
Iteration 153Q: 21 clusters Score -1.496994e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169218 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 58966 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15687 members 
Mstep: Class 7 contains 168701 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 165707 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18764 members 
Mstep: Class 16 contains 182353 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201056 members 
Mstep: Class 19 contains 123524 members 
Mstep: Class 20 contains 19589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699552.000000 Penalty: 69388.398438
Iteration 154Q: 21 clusters Score -1.496996e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169214 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 59057 members 
Mstep: Class 4 contains 51908 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15690 members 
Mstep: Class 7 contains 168694 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 165679 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18694 members 
Mstep: Class 16 contains 182374 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201070 members 
Mstep: Class 19 contains 123480 members 
Mstep: Class 20 contains 19606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699728.000000 Penalty: 69388.398438
Iteration 155Q: 21 clusters Score -1.496997e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 59145 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15686 members 
Mstep: Class 7 contains 168694 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 165671 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18643 members 
Mstep: Class 16 contains 182376 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201066 members 
Mstep: Class 19 contains 123441 members 
Mstep: Class 20 contains 19615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699744.000000 Penalty: 69388.398438
Iteration 156Q: 21 clusters Score -1.496997e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 59228 members 
Mstep: Class 4 contains 51915 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15683 members 
Mstep: Class 7 contains 168700 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 165669 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18595 members 
Mstep: Class 16 contains 182370 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201043 members 
Mstep: Class 19 contains 123407 members 
Mstep: Class 20 contains 19625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699824.000000 Penalty: 69388.398438
Iteration 157Q: 21 clusters Score -1.496998e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 59298 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15678 members 
Mstep: Class 7 contains 168714 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165669 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18546 members 
Mstep: Class 16 contains 182370 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201033 members 
Mstep: Class 19 contains 123382 members 
Mstep: Class 20 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 158Q: 21 clusters Score -1.497e+08 nChanged 563
Entering ConstructFrom: 
Score: -149699952.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (169174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Entering Unmasked Estep 
Score: -21740092.000000 Penalty: 2985.593262
	Iteration 0F: 2 clusters Score -2.174009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -21627440.000000 Penalty: 5971.186523
	Iteration 0F: 3 clusters Score -2.162744e+07 nChanged 80867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -21675988.000000 Penalty: 5971.186523
	Iteration 1F: 3 clusters Score -2.167599e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -21678272.000000 Penalty: 5971.186523
	Iteration 2Q: 3 clusters Score -2.167827e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -21681864.000000 Penalty: 5971.186523
	Iteration 3Q: 3 clusters Score -2.168186e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -21687402.000000 Penalty: 5971.186523
	Iteration 4F: 3 clusters Score -2.16874e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -21695392.000000 Penalty: 5971.186523
	Iteration 5F: 3 clusters Score -2.169539e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124235 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -21704642.000000 Penalty: 5971.186523
	Iteration 6F: 3 clusters Score -2.170464e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132202 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -21713226.000000 Penalty: 5971.186523
	Iteration 7F: 3 clusters Score -2.171323e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -21719214.000000 Penalty: 5971.186523
	Iteration 8Q: 3 clusters Score -2.171921e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142793 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -21722938.000000 Penalty: 5971.186523
	Iteration 9Q: 3 clusters Score -2.172294e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -21725370.000000 Penalty: 5971.186523
	Iteration 10Q: 3 clusters Score -2.172537e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -21727174.000000 Penalty: 5971.186523
	Iteration 11Q: 3 clusters Score -2.172717e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152627 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -21728668.000000 Penalty: 5971.186523
	Iteration 12Q: 3 clusters Score -2.172867e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155329 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -21730182.000000 Penalty: 5971.186523
	Iteration 13Q: 3 clusters Score -2.173018e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -21731486.000000 Penalty: 5971.186523
	Iteration 14Q: 3 clusters Score -2.173149e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -21732824.000000 Penalty: 5971.186523
	Iteration 15Q: 3 clusters Score -2.173282e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161946 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -21733752.000000 Penalty: 5971.186523
	Iteration 16Q: 3 clusters Score -2.173375e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -21734636.000000 Penalty: 5971.186523
	Iteration 17Q: 3 clusters Score -2.173464e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21735324.000000 Penalty: 5971.186523
	Iteration 18Q: 3 clusters Score -2.173532e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -21735872.000000 Penalty: 5971.186523
	Iteration 19Q: 3 clusters Score -2.173587e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21736296.000000 Penalty: 5971.186523
	Iteration 20F: 3 clusters Score -2.17363e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166972 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -21736634.000000 Penalty: 5971.186523
	Iteration 21Q: 3 clusters Score -2.173663e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21736886.000000 Penalty: 5971.186523
	Iteration 22Q: 3 clusters Score -2.173689e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167616 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21737036.000000 Penalty: 5971.186523
	Iteration 23Q: 3 clusters Score -2.173704e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167804 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -21737196.000000 Penalty: 5971.186523
	Iteration 24Q: 3 clusters Score -2.17372e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21737260.000000 Penalty: 5971.186523
	Iteration 25Q: 3 clusters Score -2.173726e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168050 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21737308.000000 Penalty: 5971.186523
	Iteration 26Q: 3 clusters Score -2.173731e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168131 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21737370.000000 Penalty: 5971.186523
	Iteration 27Q: 3 clusters Score -2.173737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -21737386.000000 Penalty: 5971.186523
	Iteration 28Q: 3 clusters Score -2.173739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168213 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21737394.000000 Penalty: 5971.186523
	Iteration 29Q: 3 clusters Score -2.173739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21737410.000000 Penalty: 5971.186523
	Iteration 30Q: 3 clusters Score -2.173741e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168274 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21737424.000000 Penalty: 5971.186523
	Iteration 31Q: 3 clusters Score -2.173742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168292 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21737444.000000 Penalty: 5971.186523
	Iteration 32Q: 3 clusters Score -2.173744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21737454.000000 Penalty: 5971.186523
	Iteration 33Q: 3 clusters Score -2.173745e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21737430.000000 Penalty: 5971.186523
	Iteration 34Q: 3 clusters Score -2.173743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168344 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21737462.000000 Penalty: 5971.186523
	Iteration 35Q: 3 clusters Score -2.173746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21737482.000000 Penalty: 5971.186523
	Iteration 36Q: 3 clusters Score -2.173748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -21737494.000000 Penalty: 5971.186523
	Iteration 37Q: 3 clusters Score -2.173749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21737490.000000 Penalty: 5971.186523
	Iteration 38Q: 3 clusters Score -2.173749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21737496.000000 Penalty: 5971.186523
	Iteration 39Q: 3 clusters Score -2.17375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -21737506.000000 Penalty: 5971.186523
	Iteration 40F: 3 clusters Score -2.173751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21737512.000000 Penalty: 5971.186523
	Iteration 41Q: 3 clusters Score -2.173751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168417 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21737506.000000 Penalty: 5971.186523
	Iteration 42Q: 3 clusters Score -2.173751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168424 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21737520.000000 Penalty: 5971.186523
	Iteration 43Q: 3 clusters Score -2.173752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21737502.000000 Penalty: 5971.186523
	Iteration 44Q: 3 clusters Score -2.17375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21737508.000000 Penalty: 5971.186523
	Iteration 45Q: 3 clusters Score -2.173751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168435 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21737508.000000 Penalty: 5971.186523
	Iteration 46Q: 3 clusters Score -2.173751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21737506.000000 Penalty: 5971.186523
	Iteration 47Q: 3 clusters Score -2.173751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21737506.000000 Penalty: 5971.186523
	Iteration 48F: 3 clusters Score -2.173751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -605765.562500 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -605765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -601204.250000 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -601204.2 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -602416.625000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -602416.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -602770.875000 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -602770.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -603026.625000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -603026.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -603239.937500 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -603239.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -603416.000000 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -603416 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -603542.750000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -603542.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -603639.062500 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -603639.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -603719.687500 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -603719.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -603786.062500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -603786.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -603834.312500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -603834.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -603875.750000 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -603875.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -603914.437500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -603914.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -603940.000000 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -603940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -603962.375000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -603962.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -603978.125000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -603978.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -603992.500000 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -603992.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -604006.625000 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -604006.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -604019.000000 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -604019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -604030.250000 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -604030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -604036.687500 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -604036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -604041.187500 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -604041.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -604044.687500 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -604044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -604046.312500 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -604046.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -604048.875000 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -604048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -604050.812500 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -604050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -604052.875000 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -604052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -604052.687500 Penalty: 4220.843750
	Iteration 27Q: 3 clusters Score -604052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -604052.687500 Penalty: 4220.843750
	Iteration 28F: 3 clusters Score -604052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Entering Unmasked Estep 
Score: -7408066.500000 Penalty: 2725.915527
	Iteration 0F: 2 clusters Score -7408066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -7368147.000000 Penalty: 5451.831055
	Iteration 0F: 3 clusters Score -7368147 nChanged 27608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -7383523.000000 Penalty: 5451.831055
	Iteration 1F: 3 clusters Score -7383523 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -7384218.500000 Penalty: 5451.831055
	Iteration 2Q: 3 clusters Score -7384218 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -7385105.500000 Penalty: 5451.831055
	Iteration 3Q: 3 clusters Score -7385106 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -7386494.000000 Penalty: 5451.831055
	Iteration 4F: 3 clusters Score -7386494 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -7388776.000000 Penalty: 5451.831055
	Iteration 5F: 3 clusters Score -7388776 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -7392371.000000 Penalty: 5451.831055
	Iteration 6F: 3 clusters Score -7392371 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -7396810.500000 Penalty: 5451.831055
	Iteration 7F: 3 clusters Score -7396810 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -7400915.500000 Penalty: 5451.831055
	Iteration 8F: 3 clusters Score -7400916 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -7403530.500000 Penalty: 5451.831055
	Iteration 9Q: 3 clusters Score -7403530 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -7404841.500000 Penalty: 5451.831055
	Iteration 10Q: 3 clusters Score -7404842 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -7405362.000000 Penalty: 5451.831055
	Iteration 11Q: 3 clusters Score -7405362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -7405499.000000 Penalty: 5451.831055
	Iteration 12Q: 3 clusters Score -7405499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -7405552.500000 Penalty: 5451.831055
	Iteration 13Q: 3 clusters Score -7405552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -7405578.000000 Penalty: 5451.831055
	Iteration 14Q: 3 clusters Score -7405578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -7405603.500000 Penalty: 5451.831055
	Iteration 15Q: 3 clusters Score -7405604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -7405615.000000 Penalty: 5451.831055
	Iteration 16Q: 3 clusters Score -7405615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -7405606.500000 Penalty: 5451.831055
	Iteration 17Q: 3 clusters Score -7405606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -7405616.000000 Penalty: 5451.831055
	Iteration 18Q: 3 clusters Score -7405616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -7405614.000000 Penalty: 5451.831055
	Iteration 19Q: 3 clusters Score -7405614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7405618.000000 Penalty: 5451.831055
	Iteration 20F: 3 clusters Score -7405618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -7405623.500000 Penalty: 5451.831055
	Iteration 21Q: 3 clusters Score -7405624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -7405626.000000 Penalty: 5451.831055
	Iteration 22Q: 3 clusters Score -7405626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -7405626.000000 Penalty: 5451.831055
	Iteration 23F: 3 clusters Score -7405626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Entering Unmasked Estep 
Score: -6680974.500000 Penalty: 2692.678467
	Iteration 0F: 2 clusters Score -6680974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -6646099.000000 Penalty: 5385.356934
	Iteration 0F: 3 clusters Score -6646099 nChanged 24045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -6659635.500000 Penalty: 5385.356934
	Iteration 1F: 3 clusters Score -6659636 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6660292.000000 Penalty: 5385.356934
	Iteration 2Q: 3 clusters Score -6660292 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -6661020.000000 Penalty: 5385.356934
	Iteration 3Q: 3 clusters Score -6661020 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -6661836.500000 Penalty: 5385.356934
	Iteration 4Q: 3 clusters Score -6661836 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -6662794.000000 Penalty: 5385.356934
	Iteration 5Q: 3 clusters Score -6662794 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -6663934.000000 Penalty: 5385.356934
	Iteration 6Q: 3 clusters Score -6663934 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6665354.500000 Penalty: 5385.356934
	Iteration 7Q: 3 clusters Score -6665354 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -6666958.500000 Penalty: 5385.356934
	Iteration 8F: 3 clusters Score -6666958 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6668637.500000 Penalty: 5385.356934
	Iteration 9F: 3 clusters Score -6668638 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -6670220.500000 Penalty: 5385.356934
	Iteration 10F: 3 clusters Score -6670220 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -6671546.500000 Penalty: 5385.356934
	Iteration 11Q: 3 clusters Score -6671546 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -6672313.000000 Penalty: 5385.356934
	Iteration 12Q: 3 clusters Score -6672313 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -6672805.500000 Penalty: 5385.356934
	Iteration 13Q: 3 clusters Score -6672806 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6673022.000000 Penalty: 5385.356934
	Iteration 14Q: 3 clusters Score -6673022 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -6673189.500000 Penalty: 5385.356934
	Iteration 15Q: 3 clusters Score -6673190 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -6673349.500000 Penalty: 5385.356934
	Iteration 16Q: 3 clusters Score -6673350 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -6673474.000000 Penalty: 5385.356934
	Iteration 17Q: 3 clusters Score -6673474 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -6673591.000000 Penalty: 5385.356934
	Iteration 18Q: 3 clusters Score -6673591 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6673747.000000 Penalty: 5385.356934
	Iteration 19Q: 3 clusters Score -6673747 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -6673844.000000 Penalty: 5385.356934
	Iteration 20F: 3 clusters Score -6673844 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -6673991.500000 Penalty: 5385.356934
	Iteration 21Q: 3 clusters Score -6673992 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -6674104.000000 Penalty: 5385.356934
	Iteration 22Q: 3 clusters Score -6674104 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -6674249.000000 Penalty: 5385.356934
	Iteration 23Q: 3 clusters Score -6674249 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -6674385.000000 Penalty: 5385.356934
	Iteration 24Q: 3 clusters Score -6674385 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -6674515.500000 Penalty: 5385.356934
	Iteration 25Q: 3 clusters Score -6674516 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -6674632.500000 Penalty: 5385.356934
	Iteration 26Q: 3 clusters Score -6674632 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6674771.000000 Penalty: 5385.356934
	Iteration 27Q: 3 clusters Score -6674771 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -6674939.500000 Penalty: 5385.356934
	Iteration 28Q: 3 clusters Score -6674940 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -6675095.000000 Penalty: 5385.356934
	Iteration 29Q: 3 clusters Score -6675095 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -6675285.500000 Penalty: 5385.356934
	Iteration 30Q: 3 clusters Score -6675286 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -6675486.000000 Penalty: 5385.356934
	Iteration 31Q: 3 clusters Score -6675486 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -6675711.500000 Penalty: 5385.356934
	Iteration 32Q: 3 clusters Score -6675712 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -6675907.500000 Penalty: 5385.356934
	Iteration 33Q: 3 clusters Score -6675908 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -6676102.000000 Penalty: 5385.356934
	Iteration 34Q: 3 clusters Score -6676102 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -6676319.500000 Penalty: 5385.356934
	Iteration 35Q: 3 clusters Score -6676320 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6676520.000000 Penalty: 5385.356934
	Iteration 36Q: 3 clusters Score -6676520 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6676739.000000 Penalty: 5385.356934
	Iteration 37Q: 3 clusters Score -6676739 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -6676958.500000 Penalty: 5385.356934
	Iteration 38Q: 3 clusters Score -6676958 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6677189.000000 Penalty: 5385.356934
	Iteration 39Q: 3 clusters Score -6677189 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -6677406.000000 Penalty: 5385.356934
	Iteration 40F: 3 clusters Score -6677406 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6677593.000000 Penalty: 5385.356934
	Iteration 41Q: 3 clusters Score -6677593 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -6677759.500000 Penalty: 5385.356934
	Iteration 42Q: 3 clusters Score -6677760 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -6677924.500000 Penalty: 5385.356934
	Iteration 43Q: 3 clusters Score -6677924 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6678069.000000 Penalty: 5385.356934
	Iteration 44Q: 3 clusters Score -6678069 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -6678180.500000 Penalty: 5385.356934
	Iteration 45Q: 3 clusters Score -6678180 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6678288.000000 Penalty: 5385.356934
	Iteration 46Q: 3 clusters Score -6678288 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -6678374.000000 Penalty: 5385.356934
	Iteration 47Q: 3 clusters Score -6678374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -6678454.500000 Penalty: 5385.356934
	Iteration 48Q: 3 clusters Score -6678454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6678485.000000 Penalty: 5385.356934
	Iteration 49Q: 3 clusters Score -6678485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -6678524.000000 Penalty: 5385.356934
	Iteration 50Q: 3 clusters Score -6678524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6678565.500000 Penalty: 5385.356934
	Iteration 51Q: 3 clusters Score -6678566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6678591.500000 Penalty: 5385.356934
	Iteration 52Q: 3 clusters Score -6678592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -6678616.500000 Penalty: 5385.356934
	Iteration 53Q: 3 clusters Score -6678616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -6678651.000000 Penalty: 5385.356934
	Iteration 54Q: 3 clusters Score -6678651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6678664.000000 Penalty: 5385.356934
	Iteration 55Q: 3 clusters Score -6678664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6678693.000000 Penalty: 5385.356934
	Iteration 56Q: 3 clusters Score -6678693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6678710.000000 Penalty: 5385.356934
	Iteration 57Q: 3 clusters Score -6678710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -6678722.500000 Penalty: 5385.356934
	Iteration 58Q: 3 clusters Score -6678722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -6678737.500000 Penalty: 5385.356934
	Iteration 59Q: 3 clusters Score -6678738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -6678740.000000 Penalty: 5385.356934
	Iteration 60F: 3 clusters Score -6678740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -6678751.500000 Penalty: 5385.356934
	Iteration 61Q: 3 clusters Score -6678752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6678757.500000 Penalty: 5385.356934
	Iteration 62Q: 3 clusters Score -6678758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -6678752.000000 Penalty: 5385.356934
	Iteration 63Q: 3 clusters Score -6678752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6678762.000000 Penalty: 5385.356934
	Iteration 64Q: 3 clusters Score -6678762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -6678764.500000 Penalty: 5385.356934
	Iteration 65Q: 3 clusters Score -6678764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -6678773.000000 Penalty: 5385.356934
	Iteration 66Q: 3 clusters Score -6678773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -6678770.000000 Penalty: 5385.356934
	Iteration 67Q: 3 clusters Score -6678770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -6678770.000000 Penalty: 5385.356934
	Iteration 68Q: 3 clusters Score -6678770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -6678773.500000 Penalty: 5385.356934
	Iteration 69Q: 3 clusters Score -6678774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -6678770.000000 Penalty: 5385.356934
	Iteration 70Q: 3 clusters Score -6678770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -6678772.000000 Penalty: 5385.356934
	Iteration 71Q: 3 clusters Score -6678772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -6678776.000000 Penalty: 5385.356934
	Iteration 72Q: 3 clusters Score -6678776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -6678781.000000 Penalty: 5385.356934
	Iteration 73Q: 3 clusters Score -6678781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6678774.500000 Penalty: 5385.356934
	Iteration 74Q: 3 clusters Score -6678774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -6678779.000000 Penalty: 5385.356934
	Iteration 75Q: 3 clusters Score -6678779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -6678786.000000 Penalty: 5385.356934
	Iteration 76Q: 3 clusters Score -6678786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6678788.500000 Penalty: 5385.356934
	Iteration 77Q: 3 clusters Score -6678788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -6678785.000000 Penalty: 5385.356934
	Iteration 78Q: 3 clusters Score -6678785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6678785.000000 Penalty: 5385.356934
	Iteration 79Q: 3 clusters Score -6678785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -6678789.500000 Penalty: 5385.356934
	Iteration 80F: 3 clusters Score -6678790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6678785.000000 Penalty: 5385.356934
	Iteration 81Q: 3 clusters Score -6678785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6678792.500000 Penalty: 5385.356934
	Iteration 82Q: 3 clusters Score -6678792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -6678797.000000 Penalty: 5385.356934
	Iteration 83Q: 3 clusters Score -6678797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6678800.500000 Penalty: 5385.356934
	Iteration 84Q: 3 clusters Score -6678800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6678792.000000 Penalty: 5385.356934
	Iteration 85Q: 3 clusters Score -6678792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -6678790.000000 Penalty: 5385.356934
	Iteration 86Q: 3 clusters Score -6678790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6678789.500000 Penalty: 5385.356934
	Iteration 87Q: 3 clusters Score -6678790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6678793.500000 Penalty: 5385.356934
	Iteration 88Q: 3 clusters Score -6678794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6678793.500000 Penalty: 5385.356934
	Iteration 89F: 3 clusters Score -6678794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69620.289062 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69620.29 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69861.382812 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -69861.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69994.109375 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -69994.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70140.171875 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -70140.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70295.125000 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -70295.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70542.046875 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -70542.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70711.492188 Penalty: 3225.383789
	Iteration 6F: 3 clusters Score -70711.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70856.812500 Penalty: 3225.383789
	Iteration 7F: 3 clusters Score -70856.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71107.390625 Penalty: 3225.383789
	Iteration 8F: 3 clusters Score -71107.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71223.601562 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71329.507812 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71329.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71379.656250 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -71379.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71382.476562 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -71382.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71387.359375 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -71387.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71394.867188 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -71394.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71412.359375 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -71412.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71429.570312 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -71429.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71435.765625 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -71435.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71447.664062 Penalty: 3225.383789
	Iteration 18Q: 3 clusters Score -71447.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71462.789062 Penalty: 3225.383789
	Iteration 19Q: 3 clusters Score -71462.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71491.835938 Penalty: 3225.383789
	Iteration 20F: 3 clusters Score -71491.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71525.460938 Penalty: 3225.383789
	Iteration 21Q: 3 clusters Score -71525.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71538.296875 Penalty: 3225.383789
	Iteration 22Q: 3 clusters Score -71538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71575.578125 Penalty: 3225.383789
	Iteration 23Q: 3 clusters Score -71575.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71575.578125 Penalty: 3225.383789
	Iteration 24F: 3 clusters Score -71575.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 59373 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 366 members 
Mstep: Class 6 contains 15666 members 
Mstep: Class 7 contains 168727 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165686 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18491 members 
Mstep: Class 16 contains 182354 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201041 members 
Mstep: Class 19 contains 123346 members 
Mstep: Class 20 contains 19640 members 
Mstep: Class 21 contains 301 members 
Entering Unmasked Estep 
Score: -149698608.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149699952.000000 to -149698608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Entering Unmasked Estep 
Score: -1991649.875000 Penalty: 2395.493652
	Iteration 0F: 2 clusters Score -1991650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1980352.750000 Penalty: 4790.987305
	Iteration 0F: 3 clusters Score -1980353 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1984077.250000 Penalty: 4790.987305
	Iteration 1F: 3 clusters Score -1984077 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1984575.500000 Penalty: 4790.987305
	Iteration 2F: 3 clusters Score -1984576 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1985075.750000 Penalty: 4790.987305
	Iteration 3F: 3 clusters Score -1985076 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1985642.625000 Penalty: 4790.987305
	Iteration 4F: 3 clusters Score -1985643 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1986243.750000 Penalty: 4790.987305
	Iteration 5F: 3 clusters Score -1986244 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1986965.000000 Penalty: 4790.987305
	Iteration 6F: 3 clusters Score -1986965 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1987753.000000 Penalty: 4790.987305
	Iteration 7F: 3 clusters Score -1987753 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1988525.125000 Penalty: 4790.987305
	Iteration 8F: 3 clusters Score -1988525 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1989193.500000 Penalty: 4790.987305
	Iteration 9Q: 3 clusters Score -1989194 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1989587.500000 Penalty: 4790.987305
	Iteration 10Q: 3 clusters Score -1989588 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1989742.500000 Penalty: 4790.987305
	Iteration 11Q: 3 clusters Score -1989742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1989827.000000 Penalty: 4790.987305
	Iteration 12Q: 3 clusters Score -1989827 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1989862.625000 Penalty: 4790.987305
	Iteration 13Q: 3 clusters Score -1989863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1989885.000000 Penalty: 4790.987305
	Iteration 14Q: 3 clusters Score -1989885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1989902.000000 Penalty: 4790.987305
	Iteration 15Q: 3 clusters Score -1989902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1989905.125000 Penalty: 4790.987305
	Iteration 16Q: 3 clusters Score -1989905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1989912.500000 Penalty: 4790.987305
	Iteration 17Q: 3 clusters Score -1989912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1989917.375000 Penalty: 4790.987305
	Iteration 18Q: 3 clusters Score -1989917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1989917.250000 Penalty: 4790.987305
	Iteration 19Q: 3 clusters Score -1989917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1989922.625000 Penalty: 4790.987305
	Iteration 20F: 3 clusters Score -1989923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1989928.375000 Penalty: 4790.987305
	Iteration 21Q: 3 clusters Score -1989928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1989931.250000 Penalty: 4790.987305
	Iteration 22Q: 3 clusters Score -1989931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1989937.000000 Penalty: 4790.987305
	Iteration 23Q: 3 clusters Score -1989937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1989938.750000 Penalty: 4790.987305
	Iteration 24Q: 3 clusters Score -1989939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1989946.375000 Penalty: 4790.987305
	Iteration 25Q: 3 clusters Score -1989946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1989945.625000 Penalty: 4790.987305
	Iteration 26Q: 3 clusters Score -1989946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1989947.375000 Penalty: 4790.987305
	Iteration 27Q: 3 clusters Score -1989947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1989955.625000 Penalty: 4790.987305
	Iteration 28Q: 3 clusters Score -1989956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1989959.625000 Penalty: 4790.987305
	Iteration 29Q: 3 clusters Score -1989960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1989962.250000 Penalty: 4790.987305
	Iteration 30Q: 3 clusters Score -1989962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1989961.750000 Penalty: 4790.987305
	Iteration 31Q: 3 clusters Score -1989962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1989960.375000 Penalty: 4790.987305
	Iteration 32Q: 3 clusters Score -1989960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1989962.875000 Penalty: 4790.987305
	Iteration 33Q: 3 clusters Score -1989963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1989964.625000 Penalty: 4790.987305
	Iteration 34Q: 3 clusters Score -1989965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1989962.875000 Penalty: 4790.987305
	Iteration 35Q: 3 clusters Score -1989963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1989966.000000 Penalty: 4790.987305
	Iteration 36Q: 3 clusters Score -1989966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1989967.250000 Penalty: 4790.987305
	Iteration 37Q: 3 clusters Score -1989967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1989968.875000 Penalty: 4790.987305
	Iteration 38Q: 3 clusters Score -1989969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1989966.125000 Penalty: 4790.987305
	Iteration 39Q: 3 clusters Score -1989966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1989967.250000 Penalty: 4790.987305
	Iteration 40F: 3 clusters Score -1989967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1989968.625000 Penalty: 4790.987305
	Iteration 41Q: 3 clusters Score -1989969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1989969.250000 Penalty: 4790.987305
	Iteration 42Q: 3 clusters Score -1989969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1989969.125000 Penalty: 4790.987305
	Iteration 43Q: 3 clusters Score -1989969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1989969.125000 Penalty: 4790.987305
	Iteration 44F: 3 clusters Score -1989969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (168727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Entering Unmasked Estep 
Score: -21687796.000000 Penalty: 2984.937256
	Iteration 0F: 2 clusters Score -2.16878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -21574958.000000 Penalty: 5969.874512
	Iteration 0F: 3 clusters Score -2.157496e+07 nChanged 80945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -21622050.000000 Penalty: 5969.874512
	Iteration 1F: 3 clusters Score -2.162205e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -21623082.000000 Penalty: 5969.874512
	Iteration 2Q: 3 clusters Score -2.162308e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -21624068.000000 Penalty: 5969.874512
	Iteration 3Q: 3 clusters Score -2.162407e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -21625458.000000 Penalty: 5969.874512
	Iteration 4Q: 3 clusters Score -2.162546e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -21627694.000000 Penalty: 5969.874512
	Iteration 5Q: 3 clusters Score -2.162769e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -21631460.000000 Penalty: 5969.874512
	Iteration 6Q: 3 clusters Score -2.163146e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -21638476.000000 Penalty: 5969.874512
	Iteration 7F: 3 clusters Score -2.163848e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -21649364.000000 Penalty: 5969.874512
	Iteration 8F: 3 clusters Score -2.164936e+07 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -21662322.000000 Penalty: 5969.874512
	Iteration 9F: 3 clusters Score -2.166232e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -21673218.000000 Penalty: 5969.874512
	Iteration 10F: 3 clusters Score -2.167322e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 159903 members 
Entering Unmasked Estep 
Score: -21679308.000000 Penalty: 5969.874512
	Iteration 11Q: 3 clusters Score -2.167931e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -21682354.000000 Penalty: 5969.874512
	Iteration 12Q: 3 clusters Score -2.168235e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -21683798.000000 Penalty: 5969.874512
	Iteration 13Q: 3 clusters Score -2.16838e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -21684592.000000 Penalty: 5969.874512
	Iteration 14Q: 3 clusters Score -2.168459e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 166081 members 
Entering Unmasked Estep 
Score: -21684978.000000 Penalty: 5969.874512
	Iteration 15Q: 3 clusters Score -2.168498e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 166465 members 
Entering Unmasked Estep 
Score: -21685156.000000 Penalty: 5969.874512
	Iteration 16Q: 3 clusters Score -2.168516e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -21685238.000000 Penalty: 5969.874512
	Iteration 17Q: 3 clusters Score -2.168524e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -21685354.000000 Penalty: 5969.874512
	Iteration 18Q: 3 clusters Score -2.168535e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -21685406.000000 Penalty: 5969.874512
	Iteration 19Q: 3 clusters Score -2.168541e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -21685480.000000 Penalty: 5969.874512
	Iteration 20F: 3 clusters Score -2.168548e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 167164 members 
Entering Unmasked Estep 
Score: -21685478.000000 Penalty: 5969.874512
	Iteration 21Q: 3 clusters Score -2.168548e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -21685490.000000 Penalty: 5969.874512
	Iteration 22Q: 3 clusters Score -2.168549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 167259 members 
Entering Unmasked Estep 
Score: -21685520.000000 Penalty: 5969.874512
	Iteration 23Q: 3 clusters Score -2.168552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -21685558.000000 Penalty: 5969.874512
	Iteration 24Q: 3 clusters Score -2.168556e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 167335 members 
Entering Unmasked Estep 
Score: -21685584.000000 Penalty: 5969.874512
	Iteration 25Q: 3 clusters Score -2.168558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 167352 members 
Entering Unmasked Estep 
Score: -21685578.000000 Penalty: 5969.874512
	Iteration 26Q: 3 clusters Score -2.168558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 167368 members 
Entering Unmasked Estep 
Score: -21685584.000000 Penalty: 5969.874512
	Iteration 27Q: 3 clusters Score -2.168558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -21685586.000000 Penalty: 5969.874512
	Iteration 28Q: 3 clusters Score -2.168559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 167401 members 
Entering Unmasked Estep 
Score: -21685588.000000 Penalty: 5969.874512
	Iteration 29Q: 3 clusters Score -2.168559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -21685594.000000 Penalty: 5969.874512
	Iteration 30Q: 3 clusters Score -2.168559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 167438 members 
Entering Unmasked Estep 
Score: -21685620.000000 Penalty: 5969.874512
	Iteration 31Q: 3 clusters Score -2.168562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 167446 members 
Entering Unmasked Estep 
Score: -21685612.000000 Penalty: 5969.874512
	Iteration 32Q: 3 clusters Score -2.168561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 167461 members 
Entering Unmasked Estep 
Score: -21685614.000000 Penalty: 5969.874512
	Iteration 33Q: 3 clusters Score -2.168561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 167482 members 
Entering Unmasked Estep 
Score: -21685630.000000 Penalty: 5969.874512
	Iteration 34Q: 3 clusters Score -2.168563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 167487 members 
Entering Unmasked Estep 
Score: -21685618.000000 Penalty: 5969.874512
	Iteration 35Q: 3 clusters Score -2.168562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 167491 members 
Entering Unmasked Estep 
Score: -21685616.000000 Penalty: 5969.874512
	Iteration 36Q: 3 clusters Score -2.168562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -21685628.000000 Penalty: 5969.874512
	Iteration 37Q: 3 clusters Score -2.168563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -21685620.000000 Penalty: 5969.874512
	Iteration 38Q: 3 clusters Score -2.168562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 167497 members 
Entering Unmasked Estep 
Score: -21685628.000000 Penalty: 5969.874512
	Iteration 39Q: 3 clusters Score -2.168563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -21685620.000000 Penalty: 5969.874512
	Iteration 40F: 3 clusters Score -2.168562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 167505 members 
Entering Unmasked Estep 
Score: -21685610.000000 Penalty: 5969.874512
	Iteration 41Q: 3 clusters Score -2.168561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 167510 members 
Entering Unmasked Estep 
Score: -21685596.000000 Penalty: 5969.874512
	Iteration 42Q: 3 clusters Score -2.16856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 167514 members 
Entering Unmasked Estep 
Score: -21685594.000000 Penalty: 5969.874512
	Iteration 43Q: 3 clusters Score -2.168559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 167515 members 
Entering Unmasked Estep 
Score: -21685590.000000 Penalty: 5969.874512
	Iteration 44Q: 3 clusters Score -2.168559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 167516 members 
Entering Unmasked Estep 
Score: -21685580.000000 Penalty: 5969.874512
	Iteration 45Q: 3 clusters Score -2.168558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 167521 members 
Entering Unmasked Estep 
Score: -21685588.000000 Penalty: 5969.874512
	Iteration 46Q: 3 clusters Score -2.168559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -21685580.000000 Penalty: 5969.874512
	Iteration 47Q: 3 clusters Score -2.168558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -21685576.000000 Penalty: 5969.874512
	Iteration 48Q: 3 clusters Score -2.168558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -21685580.000000 Penalty: 5969.874512
	Iteration 49Q: 3 clusters Score -2.168558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -21685572.000000 Penalty: 5969.874512
	Iteration 50Q: 3 clusters Score -2.168557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 167523 members 
Entering Unmasked Estep 
Score: -21685572.000000 Penalty: 5969.874512
	Iteration 51Q: 3 clusters Score -2.168557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -21685578.000000 Penalty: 5969.874512
	Iteration 52Q: 3 clusters Score -2.168558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -21685564.000000 Penalty: 5969.874512
	Iteration 53Q: 3 clusters Score -2.168556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -21685574.000000 Penalty: 5969.874512
	Iteration 54Q: 3 clusters Score -2.168557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -21685556.000000 Penalty: 5969.874512
	Iteration 55Q: 3 clusters Score -2.168556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 167531 members 
Entering Unmasked Estep 
Score: -21685558.000000 Penalty: 5969.874512
	Iteration 56Q: 3 clusters Score -2.168556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 167532 members 
Entering Unmasked Estep 
Score: -21685558.000000 Penalty: 5969.874512
	Iteration 57Q: 3 clusters Score -2.168556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 167532 members 
Entering Unmasked Estep 
Score: -21685556.000000 Penalty: 5969.874512
	Iteration 58Q: 3 clusters Score -2.168556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -21685580.000000 Penalty: 5969.874512
	Iteration 59Q: 3 clusters Score -2.168558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 167537 members 
Entering Unmasked Estep 
Score: -21685578.000000 Penalty: 5969.874512
	Iteration 60F: 3 clusters Score -2.168558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -21685574.000000 Penalty: 5969.874512
	Iteration 61Q: 3 clusters Score -2.168557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 167542 members 
Entering Unmasked Estep 
Score: -21685576.000000 Penalty: 5969.874512
	Iteration 62Q: 3 clusters Score -2.168558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -21685584.000000 Penalty: 5969.874512
	Iteration 63Q: 3 clusters Score -2.168558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 167543 members 
Entering Unmasked Estep 
Score: -21685568.000000 Penalty: 5969.874512
	Iteration 64Q: 3 clusters Score -2.168557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 167545 members 
Entering Unmasked Estep 
Score: -21685584.000000 Penalty: 5969.874512
	Iteration 65Q: 3 clusters Score -2.168558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -21685588.000000 Penalty: 5969.874512
	Iteration 66Q: 3 clusters Score -2.168559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 167551 members 
Entering Unmasked Estep 
Score: -21685596.000000 Penalty: 5969.874512
	Iteration 67Q: 3 clusters Score -2.16856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -21685582.000000 Penalty: 5969.874512
	Iteration 68Q: 3 clusters Score -2.168558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -21685600.000000 Penalty: 5969.874512
	Iteration 69Q: 3 clusters Score -2.16856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21685594.000000 Penalty: 5969.874512
	Iteration 70Q: 3 clusters Score -2.168559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21685594.000000 Penalty: 5969.874512
	Iteration 71F: 3 clusters Score -2.168559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -218332.390625 Penalty: 1864.210327
	Iteration 0F: 2 clusters Score -218332.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215830.718750 Penalty: 3728.420654
	Iteration 0F: 3 clusters Score -215830.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -216336.640625 Penalty: 3728.420654
	Iteration 1F: 3 clusters Score -216336.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -216510.593750 Penalty: 3728.420654
	Iteration 2F: 3 clusters Score -216510.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -216624.437500 Penalty: 3728.420654
	Iteration 3F: 3 clusters Score -216624.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -216704.546875 Penalty: 3728.420654
	Iteration 4Q: 3 clusters Score -216704.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -216755.000000 Penalty: 3728.420654
	Iteration 5Q: 3 clusters Score -216755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -216804.265625 Penalty: 3728.420654
	Iteration 6Q: 3 clusters Score -216804.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -216846.296875 Penalty: 3728.420654
	Iteration 7Q: 3 clusters Score -216846.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -216877.921875 Penalty: 3728.420654
	Iteration 8Q: 3 clusters Score -216877.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -216900.796875 Penalty: 3728.420654
	Iteration 9Q: 3 clusters Score -216900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -216915.218750 Penalty: 3728.420654
	Iteration 10Q: 3 clusters Score -216915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -216926.468750 Penalty: 3728.420654
	Iteration 11Q: 3 clusters Score -216926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -216930.984375 Penalty: 3728.420654
	Iteration 12Q: 3 clusters Score -216931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -216935.453125 Penalty: 3728.420654
	Iteration 13Q: 3 clusters Score -216935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -216943.000000 Penalty: 3728.420654
	Iteration 14Q: 3 clusters Score -216943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -216948.781250 Penalty: 3728.420654
	Iteration 15Q: 3 clusters Score -216948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -216956.671875 Penalty: 3728.420654
	Iteration 16Q: 3 clusters Score -216956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216960.250000 Penalty: 3728.420654
	Iteration 17Q: 3 clusters Score -216960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216963.828125 Penalty: 3728.420654
	Iteration 18Q: 3 clusters Score -216963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -216964.750000 Penalty: 3728.420654
	Iteration 19Q: 3 clusters Score -216964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216964.828125 Penalty: 3728.420654
	Iteration 20F: 3 clusters Score -216964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63716.984375 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63716.98 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64213.035156 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64213.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64498.800781 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64498.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64656.593750 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64656.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64799.625000 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64799.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64880.718750 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64880.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64921.871094 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64921.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64962.328125 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64962.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65087.265625 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65087.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65135.371094 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65135.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65164.128906 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65164.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65187.464844 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65187.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65208.484375 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65208.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65213.253906 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65213.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65216.667969 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65216.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65222.761719 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -65222.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65226.277344 Penalty: 3206.435791
	Iteration 16F: 3 clusters Score -65226.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65260.953125 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -65260.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65267.703125 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -65267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65267.703125 Penalty: 3206.435791
	Iteration 19F: 3 clusters Score -65267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -308350.312500 Penalty: 1935.959717
	Iteration 0F: 2 clusters Score -308350.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -305419.250000 Penalty: 3871.919434
	Iteration 0F: 3 clusters Score -305419.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305990.562500 Penalty: 3871.919434
	Iteration 1F: 3 clusters Score -305990.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -306130.312500 Penalty: 3871.919434
	Iteration 2F: 3 clusters Score -306130.3 nChanged 103
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: -306204.718750 Penalty: 3871.919434
	Iteration 3Q: 3 clusters Score -306204.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -306248.750000 Penalty: 3871.919434
	Iteration 4Q: 3 clusters Score -306248.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -306268.625000 Penalty: 3871.919434
	Iteration 5Q: 3 clusters Score -306268.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -306284.343750 Penalty: 3871.919434
	Iteration 6Q: 3 clusters Score -306284.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -306301.468750 Penalty: 3871.919434
	Iteration 7Q: 3 clusters Score -306301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -306313.125000 Penalty: 3871.919434
	Iteration 8Q: 3 clusters Score -306313.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -306322.187500 Penalty: 3871.919434
	Iteration 9Q: 3 clusters Score -306322.2 nChanged 15
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: -306329.437500 Penalty: 3871.919434
	Iteration 10Q: 3 clusters Score -306329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -306332.437500 Penalty: 3871.919434
	Iteration 11Q: 3 clusters Score -306332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -306338.437500 Penalty: 3871.919434
	Iteration 12Q: 3 clusters Score -306338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306343.968750 Penalty: 3871.919434
	Iteration 13Q: 3 clusters Score -306344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -306348.593750 Penalty: 3871.919434
	Iteration 14Q: 3 clusters Score -306348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306350.500000 Penalty: 3871.919434
	Iteration 15Q: 3 clusters Score -306350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306351.656250 Penalty: 3871.919434
	Iteration 16Q: 3 clusters Score -306351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -306351.593750 Penalty: 3871.919434
	Iteration 17Q: 3 clusters Score -306351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -306352.937500 Penalty: 3871.919434
	Iteration 18Q: 3 clusters Score -306352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -306353.562500 Penalty: 3871.919434
	Iteration 19Q: 3 clusters Score -306353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -306353.562500 Penalty: 3871.919434
	Iteration 20F: 3 clusters Score -306353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Entering Unmasked Estep 
Score: -21244030.000000 Penalty: 2980.426758
	Iteration 0F: 2 clusters Score -2.124403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -21133794.000000 Penalty: 5960.853516
	Iteration 0F: 3 clusters Score -2.113379e+07 nChanged 79159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -21179716.000000 Penalty: 5960.853516
	Iteration 1F: 3 clusters Score -2.117972e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -21181632.000000 Penalty: 5960.853516
	Iteration 2Q: 3 clusters Score -2.118163e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -21184374.000000 Penalty: 5960.853516
	Iteration 3Q: 3 clusters Score -2.118437e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -21189582.000000 Penalty: 5960.853516
	Iteration 4F: 3 clusters Score -2.118958e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 120365 members 
Entering Unmasked Estep 
Score: -21197964.000000 Penalty: 5960.853516
	Iteration 5F: 3 clusters Score -2.119796e+07 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -21210754.000000 Penalty: 5960.853516
	Iteration 6F: 3 clusters Score -2.121075e+07 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 148563 members 
Entering Unmasked Estep 
Score: -21224892.000000 Penalty: 5960.853516
	Iteration 7F: 3 clusters Score -2.122489e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 158431 members 
Entering Unmasked Estep 
Score: -21234884.000000 Penalty: 5960.853516
	Iteration 8F: 3 clusters Score -2.123488e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 163068 members 
Entering Unmasked Estep 
Score: -21239450.000000 Penalty: 5960.853516
	Iteration 9Q: 3 clusters Score -2.123945e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -21240748.000000 Penalty: 5960.853516
	Iteration 10Q: 3 clusters Score -2.124075e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -21241218.000000 Penalty: 5960.853516
	Iteration 11Q: 3 clusters Score -2.124122e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -21241424.000000 Penalty: 5960.853516
	Iteration 12Q: 3 clusters Score -2.124142e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -21241526.000000 Penalty: 5960.853516
	Iteration 13Q: 3 clusters Score -2.124153e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 165064 members 
Entering Unmasked Estep 
Score: -21241620.000000 Penalty: 5960.853516
	Iteration 14Q: 3 clusters Score -2.124162e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 165063 members 
Entering Unmasked Estep 
Score: -21241680.000000 Penalty: 5960.853516
	Iteration 15Q: 3 clusters Score -2.124168e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -21241716.000000 Penalty: 5960.853516
	Iteration 16Q: 3 clusters Score -2.124172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 165060 members 
Entering Unmasked Estep 
Score: -21241744.000000 Penalty: 5960.853516
	Iteration 17Q: 3 clusters Score -2.124174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -21241752.000000 Penalty: 5960.853516
	Iteration 18Q: 3 clusters Score -2.124175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 165047 members 
Entering Unmasked Estep 
Score: -21241766.000000 Penalty: 5960.853516
	Iteration 19Q: 3 clusters Score -2.124177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -21241782.000000 Penalty: 5960.853516
	Iteration 20F: 3 clusters Score -2.124178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -21241782.000000 Penalty: 5960.853516
	Iteration 21Q: 3 clusters Score -2.124178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 165027 members 
Entering Unmasked Estep 
Score: -21241788.000000 Penalty: 5960.853516
	Iteration 22Q: 3 clusters Score -2.124179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -21241794.000000 Penalty: 5960.853516
	Iteration 23Q: 3 clusters Score -2.124179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 165016 members 
Entering Unmasked Estep 
Score: -21241792.000000 Penalty: 5960.853516
	Iteration 24Q: 3 clusters Score -2.124179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -21241810.000000 Penalty: 5960.853516
	Iteration 25Q: 3 clusters Score -2.124181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -21241798.000000 Penalty: 5960.853516
	Iteration 26Q: 3 clusters Score -2.12418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 165009 members 
Entering Unmasked Estep 
Score: -21241796.000000 Penalty: 5960.853516
	Iteration 27Q: 3 clusters Score -2.12418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -21241804.000000 Penalty: 5960.853516
	Iteration 28Q: 3 clusters Score -2.12418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -21241792.000000 Penalty: 5960.853516
	Iteration 29Q: 3 clusters Score -2.124179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -21241806.000000 Penalty: 5960.853516
	Iteration 30Q: 3 clusters Score -2.124181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 164998 members 
Entering Unmasked Estep 
Score: -21241812.000000 Penalty: 5960.853516
	Iteration 31Q: 3 clusters Score -2.124181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -21241804.000000 Penalty: 5960.853516
	Iteration 32Q: 3 clusters Score -2.12418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -21241814.000000 Penalty: 5960.853516
	Iteration 33Q: 3 clusters Score -2.124181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -21241808.000000 Penalty: 5960.853516
	Iteration 34Q: 3 clusters Score -2.124181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -21241800.000000 Penalty: 5960.853516
	Iteration 35Q: 3 clusters Score -2.12418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -21241800.000000 Penalty: 5960.853516
	Iteration 36F: 3 clusters Score -2.12418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -227634.625000 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -227634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -225124.765625 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -225124.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -225541.265625 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -225541.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -225641.406250 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -225641.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -225687.156250 Penalty: 3720.536621
	Iteration 3Q: 3 clusters Score -225687.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -225707.593750 Penalty: 3720.536621
	Iteration 4Q: 3 clusters Score -225707.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -225720.875000 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -225720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -225731.625000 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -225731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -225739.875000 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -225739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -225751.140625 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -225751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -225758.328125 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -225758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225765.156250 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -225765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225769.046875 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -225769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225776.640625 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -225776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -225782.015625 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -225782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225786.953125 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -225787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225795.265625 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -225795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -225803.500000 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -225803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -225809.015625 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -225809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -225816.140625 Penalty: 3720.536621
	Iteration 18Q: 3 clusters Score -225816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -225819.937500 Penalty: 3720.536621
	Iteration 19Q: 3 clusters Score -225819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -225819.890625 Penalty: 3720.536621
	Iteration 20F: 3 clusters Score -225819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225820.078125 Penalty: 3720.536621
	Iteration 21Q: 3 clusters Score -225820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225820.078125 Penalty: 3720.536621
	Iteration 22F: 3 clusters Score -225820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52764.445312 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52764.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53359.773438 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -53359.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53771.597656 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53771.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54195.054688 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -54195.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54583.488281 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -54583.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54934.667969 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -54934.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55203.449219 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -55203.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55226.867188 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -55226.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55228.656250 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -55228.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55275.078125 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -55275.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55376.238281 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -55376.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55499.156250 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -55499.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 13F: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 59373 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15666 members 
Mstep: Class 7 contains 168727 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165686 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 161 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18491 members 
Mstep: Class 16 contains 182354 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201041 members 
Mstep: Class 19 contains 123346 members 
Mstep: Class 20 contains 19640 members 
Mstep: Class 21 contains 349 members 
Entering Unmasked Estep 
Score: -149699392.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149699952.000000 to -149699392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87741.781250 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87741.78 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88126.593750 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88126.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88287.226562 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88287.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88434.710938 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88434.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88664.992188 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -88664.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88942.664062 Penalty: 3350.861328
	Iteration 5F: 3 clusters Score -88942.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89284.750000 Penalty: 3350.861328
	Iteration 6F: 3 clusters Score -89284.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89551.351562 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89551.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89671.296875 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -89671.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -89879.523438 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -89879.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90157.210938 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -90157.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90382.500000 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -90382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90497.781250 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -90497.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90572.882812 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -90572.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90592.382812 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -90592.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90596.335938 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -90596.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90598.406250 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -90598.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90601.406250 Penalty: 3350.861328
	Iteration 17F: 3 clusters Score -90601.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90609.632812 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -90609.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90619.921875 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -90619.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90640.031250 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -90640.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90668.015625 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -90668.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90848.320312 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -90848.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90987.515625 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -90987.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90987.515625 Penalty: 3350.861328
	Iteration 24F: 3 clusters Score -90987.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 59373 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15666 members 
Mstep: Class 7 contains 168727 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165686 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 472 members 
Mstep: Class 15 contains 18491 members 
Mstep: Class 16 contains 182354 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201041 members 
Mstep: Class 19 contains 123346 members 
Mstep: Class 20 contains 19640 members 
Mstep: Class 21 contains 387 members 
Entering Unmasked Estep 
Score: -149699504.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149699952.000000 to -149699504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (18491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Entering Unmasked Estep 
Score: -2363561.250000 Penalty: 2436.609863
	Iteration 0F: 2 clusters Score -2363561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2350401.000000 Penalty: 4873.219727
	Iteration 0F: 3 clusters Score -2350401 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2354689.750000 Penalty: 4873.219727
	Iteration 1F: 3 clusters Score -2354690 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2355078.000000 Penalty: 4873.219727
	Iteration 2F: 3 clusters Score -2355078 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2355433.000000 Penalty: 4873.219727
	Iteration 3Q: 3 clusters Score -2355433 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2355773.250000 Penalty: 4873.219727
	Iteration 4Q: 3 clusters Score -2355773 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2356173.750000 Penalty: 4873.219727
	Iteration 5Q: 3 clusters Score -2356174 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2356694.000000 Penalty: 4873.219727
	Iteration 6Q: 3 clusters Score -2356694 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2357262.500000 Penalty: 4873.219727
	Iteration 7Q: 3 clusters Score -2357262 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2357974.000000 Penalty: 4873.219727
	Iteration 8F: 3 clusters Score -2357974 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2358733.250000 Penalty: 4873.219727
	Iteration 9F: 3 clusters Score -2358733 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2359405.500000 Penalty: 4873.219727
	Iteration 10Q: 3 clusters Score -2359406 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2359964.250000 Penalty: 4873.219727
	Iteration 11Q: 3 clusters Score -2359964 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2360411.750000 Penalty: 4873.219727
	Iteration 12Q: 3 clusters Score -2360412 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2360766.000000 Penalty: 4873.219727
	Iteration 13Q: 3 clusters Score -2360766 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2360991.500000 Penalty: 4873.219727
	Iteration 14Q: 3 clusters Score -2360992 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2361145.250000 Penalty: 4873.219727
	Iteration 15Q: 3 clusters Score -2361145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2361247.500000 Penalty: 4873.219727
	Iteration 16Q: 3 clusters Score -2361248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2361309.000000 Penalty: 4873.219727
	Iteration 17Q: 3 clusters Score -2361309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2361342.750000 Penalty: 4873.219727
	Iteration 18Q: 3 clusters Score -2361343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2361364.250000 Penalty: 4873.219727
	Iteration 19Q: 3 clusters Score -2361364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2361388.000000 Penalty: 4873.219727
	Iteration 20F: 3 clusters Score -2361388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2361408.000000 Penalty: 4873.219727
	Iteration 21Q: 3 clusters Score -2361408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2361426.750000 Penalty: 4873.219727
	Iteration 22Q: 3 clusters Score -2361427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2361437.250000 Penalty: 4873.219727
	Iteration 23Q: 3 clusters Score -2361437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2361446.000000 Penalty: 4873.219727
	Iteration 24Q: 3 clusters Score -2361446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2361455.500000 Penalty: 4873.219727
	Iteration 25Q: 3 clusters Score -2361456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2361466.750000 Penalty: 4873.219727
	Iteration 26Q: 3 clusters Score -2361467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2361473.750000 Penalty: 4873.219727
	Iteration 27Q: 3 clusters Score -2361474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2361480.750000 Penalty: 4873.219727
	Iteration 28Q: 3 clusters Score -2361481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2361487.000000 Penalty: 4873.219727
	Iteration 29Q: 3 clusters Score -2361487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2361494.250000 Penalty: 4873.219727
	Iteration 30Q: 3 clusters Score -2361494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2361504.750000 Penalty: 4873.219727
	Iteration 31Q: 3 clusters Score -2361505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2361503.500000 Penalty: 4873.219727
	Iteration 32Q: 3 clusters Score -2361504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2361504.500000 Penalty: 4873.219727
	Iteration 33Q: 3 clusters Score -2361504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2361509.250000 Penalty: 4873.219727
	Iteration 34Q: 3 clusters Score -2361509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2361508.250000 Penalty: 4873.219727
	Iteration 35Q: 3 clusters Score -2361508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2361513.500000 Penalty: 4873.219727
	Iteration 36Q: 3 clusters Score -2361514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2361515.500000 Penalty: 4873.219727
	Iteration 37Q: 3 clusters Score -2361516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2361516.000000 Penalty: 4873.219727
	Iteration 38Q: 3 clusters Score -2361516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2361516.000000 Penalty: 4873.219727
	Iteration 39F: 3 clusters Score -2361516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Entering Unmasked Estep 
Score: -23456814.000000 Penalty: 3004.198730
	Iteration 0F: 2 clusters Score -2.345681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -23339050.000000 Penalty: 6008.397461
	Iteration 0F: 3 clusters Score -2.333905e+07 nChanged 87590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -23390780.000000 Penalty: 6008.397461
	Iteration 1F: 3 clusters Score -2.339078e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -23392480.000000 Penalty: 6008.397461
	Iteration 2Q: 3 clusters Score -2.339248e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -23394872.000000 Penalty: 6008.397461
	Iteration 3Q: 3 clusters Score -2.339487e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -23398674.000000 Penalty: 6008.397461
	Iteration 4Q: 3 clusters Score -2.339867e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -23404194.000000 Penalty: 6008.397461
	Iteration 5F: 3 clusters Score -2.340419e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -23411660.000000 Penalty: 6008.397461
	Iteration 6F: 3 clusters Score -2.341166e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 90096 members 
Entering Unmasked Estep 
Score: -23421396.000000 Penalty: 6008.397461
	Iteration 7F: 3 clusters Score -2.34214e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -23429994.000000 Penalty: 6008.397461
	Iteration 8F: 3 clusters Score -2.342999e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -23434060.000000 Penalty: 6008.397461
	Iteration 9F: 3 clusters Score -2.343406e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -23435338.000000 Penalty: 6008.397461
	Iteration 10Q: 3 clusters Score -2.343534e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 96041 members 
Entering Unmasked Estep 
Score: -23435798.000000 Penalty: 6008.397461
	Iteration 11Q: 3 clusters Score -2.34358e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -23436048.000000 Penalty: 6008.397461
	Iteration 12Q: 3 clusters Score -2.343605e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -23436236.000000 Penalty: 6008.397461
	Iteration 13Q: 3 clusters Score -2.343624e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -23436540.000000 Penalty: 6008.397461
	Iteration 14Q: 3 clusters Score -2.343654e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -23436872.000000 Penalty: 6008.397461
	Iteration 15Q: 3 clusters Score -2.343687e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -23437076.000000 Penalty: 6008.397461
	Iteration 16Q: 3 clusters Score -2.343708e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -23437306.000000 Penalty: 6008.397461
	Iteration 17Q: 3 clusters Score -2.343731e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 104991 members 
Entering Unmasked Estep 
Score: -23437564.000000 Penalty: 6008.397461
	Iteration 18Q: 3 clusters Score -2.343756e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -23437776.000000 Penalty: 6008.397461
	Iteration 19Q: 3 clusters Score -2.343778e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -23438314.000000 Penalty: 6008.397461
	Iteration 20F: 3 clusters Score -2.343831e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 109837 members 
Entering Unmasked Estep 
Score: -23438630.000000 Penalty: 6008.397461
	Iteration 21Q: 3 clusters Score -2.343863e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -23438874.000000 Penalty: 6008.397461
	Iteration 22Q: 3 clusters Score -2.343887e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 113419 members 
Entering Unmasked Estep 
Score: -23439118.000000 Penalty: 6008.397461
	Iteration 23Q: 3 clusters Score -2.343912e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -23439510.000000 Penalty: 6008.397461
	Iteration 24Q: 3 clusters Score -2.343951e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 117280 members 
Entering Unmasked Estep 
Score: -23439834.000000 Penalty: 6008.397461
	Iteration 25Q: 3 clusters Score -2.343983e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -23440196.000000 Penalty: 6008.397461
	Iteration 26Q: 3 clusters Score -2.34402e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 121391 members 
Entering Unmasked Estep 
Score: -23440624.000000 Penalty: 6008.397461
	Iteration 27Q: 3 clusters Score -2.344062e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 123492 members 
Entering Unmasked Estep 
Score: -23441066.000000 Penalty: 6008.397461
	Iteration 28Q: 3 clusters Score -2.344107e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 125655 members 
Entering Unmasked Estep 
Score: -23441470.000000 Penalty: 6008.397461
	Iteration 29Q: 3 clusters Score -2.344147e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
Score: -23442038.000000 Penalty: 6008.397461
	Iteration 30Q: 3 clusters Score -2.344204e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 130267 members 
Entering Unmasked Estep 
Score: -23442556.000000 Penalty: 6008.397461
	Iteration 31Q: 3 clusters Score -2.344256e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -23442814.000000 Penalty: 6008.397461
	Iteration 32Q: 3 clusters Score -2.344281e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -23443206.000000 Penalty: 6008.397461
	Iteration 33Q: 3 clusters Score -2.344321e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 137451 members 
Entering Unmasked Estep 
Score: -23443918.000000 Penalty: 6008.397461
	Iteration 34Q: 3 clusters Score -2.344392e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 139803 members 
Entering Unmasked Estep 
Score: -23444394.000000 Penalty: 6008.397461
	Iteration 35Q: 3 clusters Score -2.344439e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 142136 members 
Entering Unmasked Estep 
Score: -23444978.000000 Penalty: 6008.397461
	Iteration 36Q: 3 clusters Score -2.344498e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 144462 members 
Entering Unmasked Estep 
Score: -23445692.000000 Penalty: 6008.397461
	Iteration 37Q: 3 clusters Score -2.344569e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -23446240.000000 Penalty: 6008.397461
	Iteration 38Q: 3 clusters Score -2.344624e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -23447120.000000 Penalty: 6008.397461
	Iteration 39Q: 3 clusters Score -2.344712e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -23447830.000000 Penalty: 6008.397461
	Iteration 40F: 3 clusters Score -2.344783e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -23448650.000000 Penalty: 6008.397461
	Iteration 41Q: 3 clusters Score -2.344865e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 156589 members 
Entering Unmasked Estep 
Score: -23449344.000000 Penalty: 6008.397461
	Iteration 42Q: 3 clusters Score -2.344934e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -23450208.000000 Penalty: 6008.397461
	Iteration 43Q: 3 clusters Score -2.345021e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -23451010.000000 Penalty: 6008.397461
	Iteration 44Q: 3 clusters Score -2.345101e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -23451744.000000 Penalty: 6008.397461
	Iteration 45Q: 3 clusters Score -2.345174e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 165298 members 
Entering Unmasked Estep 
Score: -23452542.000000 Penalty: 6008.397461
	Iteration 46Q: 3 clusters Score -2.345254e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 167203 members 
Entering Unmasked Estep 
Score: -23453256.000000 Penalty: 6008.397461
	Iteration 47Q: 3 clusters Score -2.345326e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 168915 members 
Entering Unmasked Estep 
Score: -23453590.000000 Penalty: 6008.397461
	Iteration 48Q: 3 clusters Score -2.345359e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -23453914.000000 Penalty: 6008.397461
	Iteration 49Q: 3 clusters Score -2.345391e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -23454342.000000 Penalty: 6008.397461
	Iteration 50Q: 3 clusters Score -2.345434e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 173297 members 
Entering Unmasked Estep 
Score: -23454518.000000 Penalty: 6008.397461
	Iteration 51Q: 3 clusters Score -2.345452e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 174437 members 
Entering Unmasked Estep 
Score: -23454878.000000 Penalty: 6008.397461
	Iteration 52Q: 3 clusters Score -2.345488e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 175405 members 
Entering Unmasked Estep 
Score: -23454966.000000 Penalty: 6008.397461
	Iteration 53Q: 3 clusters Score -2.345497e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -23455094.000000 Penalty: 6008.397461
	Iteration 54Q: 3 clusters Score -2.345509e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -23455170.000000 Penalty: 6008.397461
	Iteration 55Q: 3 clusters Score -2.345517e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 177560 members 
Entering Unmasked Estep 
Score: -23455308.000000 Penalty: 6008.397461
	Iteration 56Q: 3 clusters Score -2.345531e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -23455344.000000 Penalty: 6008.397461
	Iteration 57Q: 3 clusters Score -2.345534e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 178474 members 
Entering Unmasked Estep 
Score: -23455472.000000 Penalty: 6008.397461
	Iteration 58Q: 3 clusters Score -2.345547e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 178823 members 
Entering Unmasked Estep 
Score: -23455524.000000 Penalty: 6008.397461
	Iteration 59Q: 3 clusters Score -2.345552e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -23455454.000000 Penalty: 6008.397461
	Iteration 60F: 3 clusters Score -2.345545e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -23455504.000000 Penalty: 6008.397461
	Iteration 61Q: 3 clusters Score -2.34555e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 179557 members 
Entering Unmasked Estep 
Score: -23455568.000000 Penalty: 6008.397461
	Iteration 62Q: 3 clusters Score -2.345557e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 179706 members 
Entering Unmasked Estep 
Score: -23455552.000000 Penalty: 6008.397461
	Iteration 63Q: 3 clusters Score -2.345555e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 179828 members 
Entering Unmasked Estep 
Score: -23455542.000000 Penalty: 6008.397461
	Iteration 64Q: 3 clusters Score -2.345554e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -23455560.000000 Penalty: 6008.397461
	Iteration 65Q: 3 clusters Score -2.345556e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 180000 members 
Entering Unmasked Estep 
Score: -23455560.000000 Penalty: 6008.397461
	Iteration 66Q: 3 clusters Score -2.345556e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -23455536.000000 Penalty: 6008.397461
	Iteration 67Q: 3 clusters Score -2.345554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 180097 members 
Entering Unmasked Estep 
Score: -23455508.000000 Penalty: 6008.397461
	Iteration 68Q: 3 clusters Score -2.345551e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 180134 members 
Entering Unmasked Estep 
Score: -23455494.000000 Penalty: 6008.397461
	Iteration 69Q: 3 clusters Score -2.345549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 180176 members 
Entering Unmasked Estep 
Score: -23455474.000000 Penalty: 6008.397461
	Iteration 70Q: 3 clusters Score -2.345547e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 180203 members 
Entering Unmasked Estep 
Score: -23455452.000000 Penalty: 6008.397461
	Iteration 71Q: 3 clusters Score -2.345545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 180227 members 
Entering Unmasked Estep 
Score: -23455426.000000 Penalty: 6008.397461
	Iteration 72Q: 3 clusters Score -2.345543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 180247 members 
Entering Unmasked Estep 
Score: -23455430.000000 Penalty: 6008.397461
	Iteration 73Q: 3 clusters Score -2.345543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 180262 members 
Entering Unmasked Estep 
Score: -23455418.000000 Penalty: 6008.397461
	Iteration 74Q: 3 clusters Score -2.345542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -23455438.000000 Penalty: 6008.397461
	Iteration 75Q: 3 clusters Score -2.345544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -23455426.000000 Penalty: 6008.397461
	Iteration 76Q: 3 clusters Score -2.345543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 180317 members 
Entering Unmasked Estep 
Score: -23455448.000000 Penalty: 6008.397461
	Iteration 77Q: 3 clusters Score -2.345545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -23455432.000000 Penalty: 6008.397461
	Iteration 78Q: 3 clusters Score -2.345543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 180347 members 
Entering Unmasked Estep 
Score: -23455420.000000 Penalty: 6008.397461
	Iteration 79Q: 3 clusters Score -2.345542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 180361 members 
Entering Unmasked Estep 
Score: -23455410.000000 Penalty: 6008.397461
	Iteration 80F: 3 clusters Score -2.345541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -23455420.000000 Penalty: 6008.397461
	Iteration 81Q: 3 clusters Score -2.345542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 180379 members 
Entering Unmasked Estep 
Score: -23455438.000000 Penalty: 6008.397461
	Iteration 82Q: 3 clusters Score -2.345544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 180383 members 
Entering Unmasked Estep 
Score: -23455426.000000 Penalty: 6008.397461
	Iteration 83Q: 3 clusters Score -2.345543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 180390 members 
Entering Unmasked Estep 
Score: -23455414.000000 Penalty: 6008.397461
	Iteration 84Q: 3 clusters Score -2.345541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 180393 members 
Entering Unmasked Estep 
Score: -23455424.000000 Penalty: 6008.397461
	Iteration 85Q: 3 clusters Score -2.345542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -23455418.000000 Penalty: 6008.397461
	Iteration 86Q: 3 clusters Score -2.345542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -23455418.000000 Penalty: 6008.397461
	Iteration 87Q: 3 clusters Score -2.345542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -23455410.000000 Penalty: 6008.397461
	Iteration 88Q: 3 clusters Score -2.345541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 180407 members 
Entering Unmasked Estep 
Score: -23455408.000000 Penalty: 6008.397461
	Iteration 89Q: 3 clusters Score -2.345541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 180409 members 
Entering Unmasked Estep 
Score: -23455402.000000 Penalty: 6008.397461
	Iteration 90Q: 3 clusters Score -2.34554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -23455388.000000 Penalty: 6008.397461
	Iteration 91Q: 3 clusters Score -2.345539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -23455386.000000 Penalty: 6008.397461
	Iteration 92Q: 3 clusters Score -2.345539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 180412 members 
Entering Unmasked Estep 
Score: -23455382.000000 Penalty: 6008.397461
	Iteration 93Q: 3 clusters Score -2.345538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 180413 members 
Entering Unmasked Estep 
Score: -23455392.000000 Penalty: 6008.397461
	Iteration 94Q: 3 clusters Score -2.345539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 180413 members 
Entering Unmasked Estep 
Score: -23455392.000000 Penalty: 6008.397461
	Iteration 95F: 3 clusters Score -2.345539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 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 328 members 
Entering Unmasked Estep 
Score: -73863.304688 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73863.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74133.437500 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74133.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74362.726562 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74362.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74469.968750 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -74469.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74526.281250 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74526.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74557.078125 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74557.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74586.593750 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74586.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74670.789062 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74670.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74716.890625 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74716.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74768.203125 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -74792.843750 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74792.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74823.367188 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74823.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74850.367188 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74850.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74857.820312 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74857.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -74857.820312 Penalty: 3217.891357
	Iteration 14F: 3 clusters Score -74857.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201041 members 
Entering Unmasked Estep 
Score: -25719908.000000 Penalty: 3028.393311
	Iteration 0F: 2 clusters Score -2.571991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 100189 members 
Entering Unmasked Estep 
Score: -25589262.000000 Penalty: 6056.786621
	Iteration 0F: 3 clusters Score -2.558926e+07 nChanged 96620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -25646070.000000 Penalty: 6056.786621
	Iteration 1F: 3 clusters Score -2.564607e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111157 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -25647394.000000 Penalty: 6056.786621
	Iteration 2Q: 3 clusters Score -2.564739e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117838 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -25649878.000000 Penalty: 6056.786621
	Iteration 3Q: 3 clusters Score -2.564988e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -25654920.000000 Penalty: 6056.786621
	Iteration 4F: 3 clusters Score -2.565492e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143046 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -25665030.000000 Penalty: 6056.786621
	Iteration 5F: 3 clusters Score -2.566503e+07 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161943 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -25682114.000000 Penalty: 6056.786621
	Iteration 6F: 3 clusters Score -2.568211e+07 nChanged 19105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181040 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -25701020.000000 Penalty: 6056.786621
	Iteration 7F: 3 clusters Score -2.570102e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193829 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -25712266.000000 Penalty: 6056.786621
	Iteration 8F: 3 clusters Score -2.571227e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198950 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25715978.000000 Penalty: 6056.786621
	Iteration 9Q: 3 clusters Score -2.571598e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200366 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -25716864.000000 Penalty: 6056.786621
	Iteration 10Q: 3 clusters Score -2.571686e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200687 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -25717042.000000 Penalty: 6056.786621
	Iteration 11Q: 3 clusters Score -2.571704e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200772 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25717122.000000 Penalty: 6056.786621
	Iteration 12Q: 3 clusters Score -2.571712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200803 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25717170.000000 Penalty: 6056.786621
	Iteration 13Q: 3 clusters Score -2.571717e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200819 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25717208.000000 Penalty: 6056.786621
	Iteration 14Q: 3 clusters Score -2.571721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200828 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25717218.000000 Penalty: 6056.786621
	Iteration 15Q: 3 clusters Score -2.571722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200834 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25717240.000000 Penalty: 6056.786621
	Iteration 16Q: 3 clusters Score -2.571724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200839 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25717252.000000 Penalty: 6056.786621
	Iteration 17Q: 3 clusters Score -2.571725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200842 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25717252.000000 Penalty: 6056.786621
	Iteration 18Q: 3 clusters Score -2.571725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200842 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25717260.000000 Penalty: 6056.786621
	Iteration 19Q: 3 clusters Score -2.571726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200842 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25717264.000000 Penalty: 6056.786621
	Iteration 20F: 3 clusters Score -2.571726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Entering Unmasked Estep 
Score: -15859722.000000 Penalty: 2907.241699
	Iteration 0F: 2 clusters Score -1.585972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -15777504.000000 Penalty: 5814.483398
	Iteration 0F: 3 clusters Score -1.57775e+07 nChanged 58577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -15811590.000000 Penalty: 5814.483398
	Iteration 1F: 3 clusters Score -1.581159e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -15812257.000000 Penalty: 5814.483398
	Iteration 2Q: 3 clusters Score -1.581226e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -15813012.000000 Penalty: 5814.483398
	Iteration 3Q: 3 clusters Score -1.581301e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -15813795.000000 Penalty: 5814.483398
	Iteration 4Q: 3 clusters Score -1.58138e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -15814824.000000 Penalty: 5814.483398
	Iteration 5Q: 3 clusters Score -1.581482e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -15816392.000000 Penalty: 5814.483398
	Iteration 6Q: 3 clusters Score -1.581639e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -15818437.000000 Penalty: 5814.483398
	Iteration 7Q: 3 clusters Score -1.581844e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -15821607.000000 Penalty: 5814.483398
	Iteration 8Q: 3 clusters Score -1.582161e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -15826331.000000 Penalty: 5814.483398
	Iteration 9F: 3 clusters Score -1.582633e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -15832390.000000 Penalty: 5814.483398
	Iteration 10F: 3 clusters Score -1.583239e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -15837970.000000 Penalty: 5814.483398
	Iteration 11F: 3 clusters Score -1.583797e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -15842422.000000 Penalty: 5814.483398
	Iteration 12Q: 3 clusters Score -1.584242e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -15845269.000000 Penalty: 5814.483398
	Iteration 13Q: 3 clusters Score -1.584527e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -15847035.000000 Penalty: 5814.483398
	Iteration 14Q: 3 clusters Score -1.584704e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -15848412.000000 Penalty: 5814.483398
	Iteration 15Q: 3 clusters Score -1.584841e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109261 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -15849689.000000 Penalty: 5814.483398
	Iteration 16Q: 3 clusters Score -1.584969e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -15850840.000000 Penalty: 5814.483398
	Iteration 17Q: 3 clusters Score -1.585084e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113665 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -15851993.000000 Penalty: 5814.483398
	Iteration 18Q: 3 clusters Score -1.585199e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -15853023.000000 Penalty: 5814.483398
	Iteration 19Q: 3 clusters Score -1.585302e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117255 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -15853950.000000 Penalty: 5814.483398
	Iteration 20F: 3 clusters Score -1.585395e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -15854804.000000 Penalty: 5814.483398
	Iteration 21Q: 3 clusters Score -1.58548e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -15855552.000000 Penalty: 5814.483398
	Iteration 22Q: 3 clusters Score -1.585555e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15856002.000000 Penalty: 5814.483398
	Iteration 23Q: 3 clusters Score -1.5856e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121161 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -15856374.000000 Penalty: 5814.483398
	Iteration 24Q: 3 clusters Score -1.585637e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121628 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -15856600.000000 Penalty: 5814.483398
	Iteration 25Q: 3 clusters Score -1.58566e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15856820.000000 Penalty: 5814.483398
	Iteration 26Q: 3 clusters Score -1.585682e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122186 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -15856935.000000 Penalty: 5814.483398
	Iteration 27Q: 3 clusters Score -1.585694e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122347 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15857030.000000 Penalty: 5814.483398
	Iteration 28Q: 3 clusters Score -1.585703e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15857083.000000 Penalty: 5814.483398
	Iteration 29Q: 3 clusters Score -1.585708e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15857134.000000 Penalty: 5814.483398
	Iteration 30Q: 3 clusters Score -1.585713e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15857152.000000 Penalty: 5814.483398
	Iteration 31Q: 3 clusters Score -1.585715e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122631 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15857192.000000 Penalty: 5814.483398
	Iteration 32Q: 3 clusters Score -1.585719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122655 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15857204.000000 Penalty: 5814.483398
	Iteration 33Q: 3 clusters Score -1.58572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -15857215.000000 Penalty: 5814.483398
	Iteration 34Q: 3 clusters Score -1.585722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15857237.000000 Penalty: 5814.483398
	Iteration 35Q: 3 clusters Score -1.585724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15857244.000000 Penalty: 5814.483398
	Iteration 36Q: 3 clusters Score -1.585724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122706 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15857252.000000 Penalty: 5814.483398
	Iteration 37Q: 3 clusters Score -1.585725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122714 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -15857245.000000 Penalty: 5814.483398
	Iteration 38Q: 3 clusters Score -1.585724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122716 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15857245.000000 Penalty: 5814.483398
	Iteration 39Q: 3 clusters Score -1.585724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15857249.000000 Penalty: 5814.483398
	Iteration 40F: 3 clusters Score -1.585725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15857229.000000 Penalty: 5814.483398
	Iteration 41Q: 3 clusters Score -1.585723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15857232.000000 Penalty: 5814.483398
	Iteration 42Q: 3 clusters Score -1.585723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15857236.000000 Penalty: 5814.483398
	Iteration 43Q: 3 clusters Score -1.585724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15857236.000000 Penalty: 5814.483398
	Iteration 44F: 3 clusters Score -1.585724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Entering Unmasked Estep 
Score: -2526350.750000 Penalty: 2451.560303
	Iteration 0F: 2 clusters Score -2526351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2512477.250000 Penalty: 4903.120605
	Iteration 0F: 3 clusters Score -2512477 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2517085.000000 Penalty: 4903.120605
	Iteration 1F: 3 clusters Score -2517085 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2517459.000000 Penalty: 4903.120605
	Iteration 2F: 3 clusters Score -2517459 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2517793.250000 Penalty: 4903.120605
	Iteration 3Q: 3 clusters Score -2517793 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2518163.500000 Penalty: 4903.120605
	Iteration 4Q: 3 clusters Score -2518164 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2518618.000000 Penalty: 4903.120605
	Iteration 5Q: 3 clusters Score -2518618 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2519230.000000 Penalty: 4903.120605
	Iteration 6F: 3 clusters Score -2519230 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2520129.250000 Penalty: 4903.120605
	Iteration 7F: 3 clusters Score -2520129 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2521161.000000 Penalty: 4903.120605
	Iteration 8F: 3 clusters Score -2521161 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2522218.500000 Penalty: 4903.120605
	Iteration 9F: 3 clusters Score -2522218 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2523112.000000 Penalty: 4903.120605
	Iteration 10Q: 3 clusters Score -2523112 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2523597.500000 Penalty: 4903.120605
	Iteration 11Q: 3 clusters Score -2523598 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2523889.500000 Penalty: 4903.120605
	Iteration 12Q: 3 clusters Score -2523890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2524038.000000 Penalty: 4903.120605
	Iteration 13Q: 3 clusters Score -2524038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2524108.750000 Penalty: 4903.120605
	Iteration 14Q: 3 clusters Score -2524109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2524131.250000 Penalty: 4903.120605
	Iteration 15Q: 3 clusters Score -2524131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2524146.250000 Penalty: 4903.120605
	Iteration 16Q: 3 clusters Score -2524146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2524155.750000 Penalty: 4903.120605
	Iteration 17Q: 3 clusters Score -2524156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2524172.000000 Penalty: 4903.120605
	Iteration 18Q: 3 clusters Score -2524172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2524190.000000 Penalty: 4903.120605
	Iteration 19Q: 3 clusters Score -2524190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2524191.500000 Penalty: 4903.120605
	Iteration 20F: 3 clusters Score -2524192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2524196.250000 Penalty: 4903.120605
	Iteration 21Q: 3 clusters Score -2524196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2524196.750000 Penalty: 4903.120605
	Iteration 22Q: 3 clusters Score -2524197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2524196.750000 Penalty: 4903.120605
	Iteration 23F: 3 clusters Score -2524197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169174 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 59373 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15666 members 
Mstep: Class 7 contains 168727 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165686 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18491 members 
Mstep: Class 16 contains 182354 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201041 members 
Mstep: Class 19 contains 123346 members 
Mstep: Class 20 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 159Q: 21 clusters Score -1.497e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 59425 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15658 members 
Mstep: Class 7 contains 168754 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 165710 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18438 members 
Mstep: Class 16 contains 182341 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201054 members 
Mstep: Class 19 contains 123317 members 
Mstep: Class 20 contains 19648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 160F: 21 clusters Score -1.497e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 59478 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15643 members 
Mstep: Class 7 contains 168772 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 165714 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18392 members 
Mstep: Class 16 contains 182341 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201051 members 
Mstep: Class 19 contains 123303 members 
Mstep: Class 20 contains 19652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 161Q: 21 clusters Score -1.497e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 59528 members 
Mstep: Class 4 contains 51917 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15638 members 
Mstep: Class 7 contains 168791 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165714 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18345 members 
Mstep: Class 16 contains 182327 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201059 members 
Mstep: Class 19 contains 123282 members 
Mstep: Class 20 contains 19656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699888.000000 Penalty: 69388.398438
Iteration 162Q: 21 clusters Score -1.496999e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169108 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 59566 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15627 members 
Mstep: Class 7 contains 168811 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165722 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18300 members 
Mstep: Class 16 contains 182323 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201076 members 
Mstep: Class 19 contains 123249 members 
Mstep: Class 20 contains 19670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699904.000000 Penalty: 69388.398438
Iteration 163Q: 21 clusters Score -1.496999e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 59631 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15615 members 
Mstep: Class 7 contains 168820 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165747 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18244 members 
Mstep: Class 16 contains 182318 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201084 members 
Mstep: Class 19 contains 123212 members 
Mstep: Class 20 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 164Q: 21 clusters Score -1.497001e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169085 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 59693 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15609 members 
Mstep: Class 7 contains 168821 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165767 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18188 members 
Mstep: Class 16 contains 182310 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201106 members 
Mstep: Class 19 contains 123173 members 
Mstep: Class 20 contains 19668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 165Q: 21 clusters Score -1.497001e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 59769 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15603 members 
Mstep: Class 7 contains 168845 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165776 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18124 members 
Mstep: Class 16 contains 182285 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201147 members 
Mstep: Class 19 contains 123130 members 
Mstep: Class 20 contains 19658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700304.000000 Penalty: 69388.398438
Iteration 166Q: 21 clusters Score -1.497003e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 59837 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15605 members 
Mstep: Class 7 contains 168877 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165780 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 18062 members 
Mstep: Class 16 contains 182270 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201145 members 
Mstep: Class 19 contains 123114 members 
Mstep: Class 20 contains 19663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700192.000000 Penalty: 69388.398438
Iteration 167Q: 21 clusters Score -1.497002e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 5095 members 
Mstep: Class 3 contains 59894 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15604 members 
Mstep: Class 7 contains 168909 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165793 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17999 members 
Mstep: Class 16 contains 182270 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201141 members 
Mstep: Class 19 contains 123089 members 
Mstep: Class 20 contains 19673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700208.000000 Penalty: 69388.398438
Iteration 168Q: 21 clusters Score -1.497002e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 59970 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15592 members 
Mstep: Class 7 contains 168942 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165799 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17938 members 
Mstep: Class 16 contains 182267 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201126 members 
Mstep: Class 19 contains 123066 members 
Mstep: Class 20 contains 19678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700192.000000 Penalty: 69388.398438
Iteration 169Q: 21 clusters Score -1.497002e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168971 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 60051 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15584 members 
Mstep: Class 7 contains 168974 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165783 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 182270 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201122 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 19679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700208.000000 Penalty: 69388.398438
Iteration 170Q: 21 clusters Score -1.497002e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168963 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 60117 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15578 members 
Mstep: Class 7 contains 169010 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165783 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17820 members 
Mstep: Class 16 contains 182249 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201123 members 
Mstep: Class 19 contains 123016 members 
Mstep: Class 20 contains 19680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700288.000000 Penalty: 69388.398438
Iteration 171Q: 21 clusters Score -1.497003e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 5157 members 
Mstep: Class 3 contains 60175 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15565 members 
Mstep: Class 7 contains 169057 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165777 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17765 members 
Mstep: Class 16 contains 182237 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201113 members 
Mstep: Class 19 contains 122994 members 
Mstep: Class 20 contains 19681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700384.000000 Penalty: 69388.398438
Iteration 172Q: 21 clusters Score -1.497004e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168931 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 60237 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15560 members 
Mstep: Class 7 contains 169099 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165757 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17723 members 
Mstep: Class 16 contains 182241 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201101 members 
Mstep: Class 19 contains 122973 members 
Mstep: Class 20 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700480.000000 Penalty: 69388.398438
Iteration 173Q: 21 clusters Score -1.497005e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 60294 members 
Mstep: Class 4 contains 51920 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15543 members 
Mstep: Class 7 contains 169131 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165742 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17694 members 
Mstep: Class 16 contains 182246 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201111 members 
Mstep: Class 19 contains 122950 members 
Mstep: Class 20 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700304.000000 Penalty: 69388.398438
Iteration 174Q: 21 clusters Score -1.497003e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 60354 members 
Mstep: Class 4 contains 51921 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15538 members 
Mstep: Class 7 contains 169163 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165732 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 182240 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201112 members 
Mstep: Class 19 contains 122937 members 
Mstep: Class 20 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700240.000000 Penalty: 69388.398438
Iteration 175Q: 21 clusters Score -1.497002e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 60398 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15537 members 
Mstep: Class 7 contains 169170 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165741 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 182226 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201121 members 
Mstep: Class 19 contains 122933 members 
Mstep: Class 20 contains 19642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700208.000000 Penalty: 69388.398438
Iteration 176Q: 21 clusters Score -1.497002e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 60450 members 
Mstep: Class 4 contains 51930 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15536 members 
Mstep: Class 7 contains 169179 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165758 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 182235 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201105 members 
Mstep: Class 19 contains 122909 members 
Mstep: Class 20 contains 19637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700144.000000 Penalty: 69388.398438
Iteration 177Q: 21 clusters Score -1.497001e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 60508 members 
Mstep: Class 4 contains 51936 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15533 members 
Mstep: Class 7 contains 169202 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165764 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 16 contains 182239 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201083 members 
Mstep: Class 19 contains 122885 members 
Mstep: Class 20 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 178Q: 21 clusters Score -1.497001e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 60559 members 
Mstep: Class 4 contains 51943 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 169213 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165775 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 182246 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201074 members 
Mstep: Class 19 contains 122868 members 
Mstep: Class 20 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700208.000000 Penalty: 69388.398438
Iteration 179Q: 21 clusters Score -1.497002e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168779 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 60596 members 
Mstep: Class 4 contains 51946 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15517 members 
Mstep: Class 7 contains 169243 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165781 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17514 members 
Mstep: Class 16 contains 182244 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201070 members 
Mstep: Class 19 contains 122845 members 
Mstep: Class 20 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700160.000000 Penalty: 69388.398438
Iteration 180F: 21 clusters Score -1.497002e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 60631 members 
Mstep: Class 4 contains 51943 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15505 members 
Mstep: Class 7 contains 169285 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165790 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17486 members 
Mstep: Class 16 contains 182251 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201060 members 
Mstep: Class 19 contains 122823 members 
Mstep: Class 20 contains 19615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700288.000000 Penalty: 69388.398438
Iteration 181Q: 21 clusters Score -1.497003e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168744 members 
Mstep: Class 2 contains 5251 members 
Mstep: Class 3 contains 60660 members 
Mstep: Class 4 contains 51939 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15492 members 
Mstep: Class 7 contains 169315 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165804 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17471 members 
Mstep: Class 16 contains 182261 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201043 members 
Mstep: Class 19 contains 122805 members 
Mstep: Class 20 contains 19601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700224.000000 Penalty: 69388.398438
Iteration 182Q: 21 clusters Score -1.497002e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168736 members 
Mstep: Class 2 contains 5257 members 
Mstep: Class 3 contains 60686 members 
Mstep: Class 4 contains 51937 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15469 members 
Mstep: Class 7 contains 169352 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165821 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17458 members 
Mstep: Class 16 contains 182262 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201026 members 
Mstep: Class 19 contains 122783 members 
Mstep: Class 20 contains 19597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700160.000000 Penalty: 69388.398438
Iteration 183Q: 21 clusters Score -1.497002e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 60718 members 
Mstep: Class 4 contains 51936 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15446 members 
Mstep: Class 7 contains 169397 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165855 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17442 members 
Mstep: Class 16 contains 182247 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201004 members 
Mstep: Class 19 contains 122759 members 
Mstep: Class 20 contains 19594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700240.000000 Penalty: 69388.398438
Iteration 184Q: 21 clusters Score -1.497002e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168720 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 60753 members 
Mstep: Class 4 contains 51933 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15430 members 
Mstep: Class 7 contains 169434 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165867 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17422 members 
Mstep: Class 16 contains 182241 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200991 members 
Mstep: Class 19 contains 122737 members 
Mstep: Class 20 contains 19589 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 21 clusters Score -1.497002e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 60782 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 7 contains 169451 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165874 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17403 members 
Mstep: Class 16 contains 182252 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201001 members 
Mstep: Class 19 contains 122722 members 
Mstep: Class 20 contains 19584 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 21 clusters Score -1.497001e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 60814 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15420 members 
Mstep: Class 7 contains 169466 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2459 members 
Mstep: Class 11 contains 165887 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17385 members 
Mstep: Class 16 contains 182238 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201004 members 
Mstep: Class 19 contains 122712 members 
Mstep: Class 20 contains 19582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 187Q: 21 clusters Score -1.497001e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 60838 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15426 members 
Mstep: Class 7 contains 169477 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165906 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17369 members 
Mstep: Class 16 contains 182233 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200993 members 
Mstep: Class 19 contains 122691 members 
Mstep: Class 20 contains 19587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 21 clusters Score -1.497002e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168660 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15420 members 
Mstep: Class 7 contains 169501 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165908 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17350 members 
Mstep: Class 16 contains 182239 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200996 members 
Mstep: Class 19 contains 122666 members 
Mstep: Class 20 contains 19583 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 189Q: 21 clusters Score -1.497003e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168642 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 60880 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15416 members 
Mstep: Class 7 contains 169527 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165923 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17325 members 
Mstep: Class 16 contains 182230 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201011 members 
Mstep: Class 19 contains 122645 members 
Mstep: Class 20 contains 19583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700224.000000 Penalty: 69388.398438
Iteration 190Q: 21 clusters Score -1.497002e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 60894 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 169550 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165933 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17301 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201020 members 
Mstep: Class 19 contains 122609 members 
Mstep: Class 20 contains 19595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700336.000000 Penalty: 69388.398438
Iteration 191Q: 21 clusters Score -1.497003e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 60919 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15399 members 
Mstep: Class 7 contains 169591 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165962 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 182224 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201005 members 
Mstep: Class 19 contains 122584 members 
Mstep: Class 20 contains 19602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700256.000000 Penalty: 69388.398438
Iteration 192Q: 21 clusters Score -1.497003e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 60946 members 
Mstep: Class 4 contains 51918 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15400 members 
Mstep: Class 7 contains 169622 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165979 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 182226 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200992 members 
Mstep: Class 19 contains 122544 members 
Mstep: Class 20 contains 19609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700224.000000 Penalty: 69388.398438
Iteration 193Q: 21 clusters Score -1.497002e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168604 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 60966 members 
Mstep: Class 4 contains 51917 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15403 members 
Mstep: Class 7 contains 169654 members 
Mstep: Class 8 contains 1836 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165981 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17244 members 
Mstep: Class 16 contains 182218 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200994 members 
Mstep: Class 19 contains 122510 members 
Mstep: Class 20 contains 19614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700320.000000 Penalty: 69388.398438
Iteration 194Q: 21 clusters Score -1.497003e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168600 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 60985 members 
Mstep: Class 4 contains 51921 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15401 members 
Mstep: Class 7 contains 169673 members 
Mstep: Class 8 contains 1834 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165989 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 182221 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200983 members 
Mstep: Class 19 contains 122485 members 
Mstep: Class 20 contains 19615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700400.000000 Penalty: 69388.398438
Iteration 195Q: 21 clusters Score -1.497004e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 61003 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15405 members 
Mstep: Class 7 contains 169682 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165997 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17216 members 
Mstep: Class 16 contains 182226 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200976 members 
Mstep: Class 19 contains 122465 members 
Mstep: Class 20 contains 19612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700464.000000 Penalty: 69388.398438
Iteration 196Q: 21 clusters Score -1.497005e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 61020 members 
Mstep: Class 4 contains 51920 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15411 members 
Mstep: Class 7 contains 169675 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166005 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 182229 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200985 members 
Mstep: Class 19 contains 122432 members 
Mstep: Class 20 contains 19617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700272.000000 Penalty: 69388.398438
Iteration 197Q: 21 clusters Score -1.497003e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 61034 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15411 members 
Mstep: Class 7 contains 169660 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165998 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17179 members 
Mstep: Class 16 contains 182231 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 200993 members 
Mstep: Class 19 contains 122416 members 
Mstep: Class 20 contains 19629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700304.000000 Penalty: 69388.398438
Iteration 198Q: 21 clusters Score -1.497003e+08 nChanged 287
Entering ConstructFrom: 
Score: -149700304.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168621 members 
Entering Unmasked Estep 
Score: -21670756.000000 Penalty: 2984.781494
	Iteration 0F: 2 clusters Score -2.167076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -21558286.000000 Penalty: 5969.562988
	Iteration 0F: 3 clusters Score -2.155829e+07 nChanged 80925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -21606068.000000 Penalty: 5969.562988
	Iteration 1F: 3 clusters Score -2.160607e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -21607178.000000 Penalty: 5969.562988
	Iteration 2Q: 3 clusters Score -2.160718e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
Score: -21608586.000000 Penalty: 5969.562988
	Iteration 3Q: 3 clusters Score -2.160859e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -21610618.000000 Penalty: 5969.562988
	Iteration 4Q: 3 clusters Score -2.161062e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -21613380.000000 Penalty: 5969.562988
	Iteration 5Q: 3 clusters Score -2.161338e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -21617728.000000 Penalty: 5969.562988
	Iteration 6F: 3 clusters Score -2.161773e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112365 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -21624960.000000 Penalty: 5969.562988
	Iteration 7F: 3 clusters Score -2.162496e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -21634654.000000 Penalty: 5969.562988
	Iteration 8F: 3 clusters Score -2.163465e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -21644634.000000 Penalty: 5969.562988
	Iteration 9F: 3 clusters Score -2.164463e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137069 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -21651738.000000 Penalty: 5969.562988
	Iteration 10F: 3 clusters Score -2.165174e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -21655604.000000 Penalty: 5969.562988
	Iteration 11Q: 3 clusters Score -2.16556e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144688 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -21658020.000000 Penalty: 5969.562988
	Iteration 12Q: 3 clusters Score -2.165802e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147668 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -21659628.000000 Penalty: 5969.562988
	Iteration 13Q: 3 clusters Score -2.165963e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150277 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -21661132.000000 Penalty: 5969.562988
	Iteration 14Q: 3 clusters Score -2.166113e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -21662496.000000 Penalty: 5969.562988
	Iteration 15Q: 3 clusters Score -2.16625e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154574 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -21663672.000000 Penalty: 5969.562988
	Iteration 16Q: 3 clusters Score -2.166367e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -21664784.000000 Penalty: 5969.562988
	Iteration 17Q: 3 clusters Score -2.166478e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -21665508.000000 Penalty: 5969.562988
	Iteration 18Q: 3 clusters Score -2.166551e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -21666196.000000 Penalty: 5969.562988
	Iteration 19Q: 3 clusters Score -2.16662e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -21666616.000000 Penalty: 5969.562988
	Iteration 20F: 3 clusters Score -2.166662e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160925 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -21666936.000000 Penalty: 5969.562988
	Iteration 21Q: 3 clusters Score -2.166694e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161693 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -21667190.000000 Penalty: 5969.562988
	Iteration 22Q: 3 clusters Score -2.166719e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162386 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -21667388.000000 Penalty: 5969.562988
	Iteration 23Q: 3 clusters Score -2.166739e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -21667578.000000 Penalty: 5969.562988
	Iteration 24Q: 3 clusters Score -2.166758e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163496 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -21667732.000000 Penalty: 5969.562988
	Iteration 25Q: 3 clusters Score -2.166773e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -21667832.000000 Penalty: 5969.562988
	Iteration 26Q: 3 clusters Score -2.166783e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -21667996.000000 Penalty: 5969.562988
	Iteration 27Q: 3 clusters Score -2.1668e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21668056.000000 Penalty: 5969.562988
	Iteration 28Q: 3 clusters Score -2.166806e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165008 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -21668154.000000 Penalty: 5969.562988
	Iteration 29Q: 3 clusters Score -2.166815e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -21668268.000000 Penalty: 5969.562988
	Iteration 30Q: 3 clusters Score -2.166827e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21668346.000000 Penalty: 5969.562988
	Iteration 31Q: 3 clusters Score -2.166835e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -21668398.000000 Penalty: 5969.562988
	Iteration 32Q: 3 clusters Score -2.16684e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165862 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21668404.000000 Penalty: 5969.562988
	Iteration 33Q: 3 clusters Score -2.16684e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21668430.000000 Penalty: 5969.562988
	Iteration 34Q: 3 clusters Score -2.166843e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166157 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -21668484.000000 Penalty: 5969.562988
	Iteration 35Q: 3 clusters Score -2.166848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -21668492.000000 Penalty: 5969.562988
	Iteration 36Q: 3 clusters Score -2.166849e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21668506.000000 Penalty: 5969.562988
	Iteration 37Q: 3 clusters Score -2.166851e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21668508.000000 Penalty: 5969.562988
	Iteration 38Q: 3 clusters Score -2.166851e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21668522.000000 Penalty: 5969.562988
	Iteration 39Q: 3 clusters Score -2.166852e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21668534.000000 Penalty: 5969.562988
	Iteration 40F: 3 clusters Score -2.166853e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21668530.000000 Penalty: 5969.562988
	Iteration 41Q: 3 clusters Score -2.166853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21668562.000000 Penalty: 5969.562988
	Iteration 42Q: 3 clusters Score -2.166856e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21668566.000000 Penalty: 5969.562988
	Iteration 43Q: 3 clusters Score -2.166857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -21668590.000000 Penalty: 5969.562988
	Iteration 44Q: 3 clusters Score -2.166859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -21668604.000000 Penalty: 5969.562988
	Iteration 45Q: 3 clusters Score -2.16686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166695 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21668604.000000 Penalty: 5969.562988
	Iteration 46Q: 3 clusters Score -2.16686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166704 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21668586.000000 Penalty: 5969.562988
	Iteration 47Q: 3 clusters Score -2.166859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -21668594.000000 Penalty: 5969.562988
	Iteration 48Q: 3 clusters Score -2.166859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21668606.000000 Penalty: 5969.562988
	Iteration 49Q: 3 clusters Score -2.166861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21668600.000000 Penalty: 5969.562988
	Iteration 50Q: 3 clusters Score -2.16686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -21668626.000000 Penalty: 5969.562988
	Iteration 51Q: 3 clusters Score -2.166863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166747 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21668624.000000 Penalty: 5969.562988
	Iteration 52Q: 3 clusters Score -2.166862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21668610.000000 Penalty: 5969.562988
	Iteration 53Q: 3 clusters Score -2.166861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21668616.000000 Penalty: 5969.562988
	Iteration 54Q: 3 clusters Score -2.166862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21668614.000000 Penalty: 5969.562988
	Iteration 55Q: 3 clusters Score -2.166861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -21668614.000000 Penalty: 5969.562988
	Iteration 56F: 3 clusters Score -2.166861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -648125.375000 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -648125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -643411.875000 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -643411.9 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -644740.562500 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -644740.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -645195.187500 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -645195.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -645552.250000 Penalty: 4254.083984
	Iteration 3F: 3 clusters Score -645552.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -645854.312500 Penalty: 4254.083984
	Iteration 4F: 3 clusters Score -645854.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -646099.437500 Penalty: 4254.083984
	Iteration 5F: 3 clusters Score -646099.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -646279.187500 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -646279.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -646405.250000 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -646405.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -646503.062500 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -646503.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -646582.437500 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -646582.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -646626.937500 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -646626.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -646659.937500 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -646659.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -646677.625000 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -646677.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -646694.625000 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -646694.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -646709.187500 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -646709.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -646722.000000 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -646722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -646728.812500 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -646728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -646733.125000 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -646733.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -646738.812500 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -646738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -646741.375000 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -646741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -646747.000000 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -646747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -646749.562500 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -646749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -646751.437500 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -646751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -646752.625000 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -646752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -646754.375000 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -646754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -646755.062500 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -646755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -646756.625000 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -646756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -646756.625000 Penalty: 4254.083984
	Iteration 27F: 3 clusters Score -646756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Entering Unmasked Estep 
Score: -7620032.000000 Penalty: 2732.827148
	Iteration 0F: 2 clusters Score -7620032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7578795.500000 Penalty: 5465.654297
	Iteration 0F: 3 clusters Score -7578796 nChanged 28556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -7594580.500000 Penalty: 5465.654297
	Iteration 1F: 3 clusters Score -7594580 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7595157.500000 Penalty: 5465.654297
	Iteration 2Q: 3 clusters Score -7595158 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -7595737.000000 Penalty: 5465.654297
	Iteration 3Q: 3 clusters Score -7595737 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -7596401.500000 Penalty: 5465.654297
	Iteration 4Q: 3 clusters Score -7596402 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7597137.500000 Penalty: 5465.654297
	Iteration 5Q: 3 clusters Score -7597138 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -7598159.000000 Penalty: 5465.654297
	Iteration 6Q: 3 clusters Score -7598159 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -7599305.000000 Penalty: 5465.654297
	Iteration 7Q: 3 clusters Score -7599305 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -7600505.500000 Penalty: 5465.654297
	Iteration 8Q: 3 clusters Score -7600506 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -7601624.500000 Penalty: 5465.654297
	Iteration 9Q: 3 clusters Score -7601624 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7602773.500000 Penalty: 5465.654297
	Iteration 10Q: 3 clusters Score -7602774 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -7603916.500000 Penalty: 5465.654297
	Iteration 11Q: 3 clusters Score -7603916 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -7605065.000000 Penalty: 5465.654297
	Iteration 12Q: 3 clusters Score -7605065 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -7606374.000000 Penalty: 5465.654297
	Iteration 13Q: 3 clusters Score -7606374 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -7607709.500000 Penalty: 5465.654297
	Iteration 14Q: 3 clusters Score -7607710 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -7609753.500000 Penalty: 5465.654297
	Iteration 15Q: 3 clusters Score -7609754 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -7613067.500000 Penalty: 5465.654297
	Iteration 16Q: 3 clusters Score -7613068 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -7615393.500000 Penalty: 5465.654297
	Iteration 17Q: 3 clusters Score -7615394 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -7616051.000000 Penalty: 5465.654297
	Iteration 18Q: 3 clusters Score -7616051 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -7616266.500000 Penalty: 5465.654297
	Iteration 19Q: 3 clusters Score -7616266 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -7616387.500000 Penalty: 5465.654297
	Iteration 20F: 3 clusters Score -7616388 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -7616517.500000 Penalty: 5465.654297
	Iteration 21Q: 3 clusters Score -7616518 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -7616613.000000 Penalty: 5465.654297
	Iteration 22Q: 3 clusters Score -7616613 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -7616675.000000 Penalty: 5465.654297
	Iteration 23Q: 3 clusters Score -7616675 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -7616744.500000 Penalty: 5465.654297
	Iteration 24Q: 3 clusters Score -7616744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7616819.500000 Penalty: 5465.654297
	Iteration 25Q: 3 clusters Score -7616820 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -7616872.000000 Penalty: 5465.654297
	Iteration 26Q: 3 clusters Score -7616872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -7616941.500000 Penalty: 5465.654297
	Iteration 27Q: 3 clusters Score -7616942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -7617004.000000 Penalty: 5465.654297
	Iteration 28Q: 3 clusters Score -7617004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -7617058.500000 Penalty: 5465.654297
	Iteration 29Q: 3 clusters Score -7617058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -7617112.000000 Penalty: 5465.654297
	Iteration 30Q: 3 clusters Score -7617112 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -7617146.000000 Penalty: 5465.654297
	Iteration 31Q: 3 clusters Score -7617146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -7617162.500000 Penalty: 5465.654297
	Iteration 32Q: 3 clusters Score -7617162 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -7617188.000000 Penalty: 5465.654297
	Iteration 33Q: 3 clusters Score -7617188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -7617225.000000 Penalty: 5465.654297
	Iteration 34Q: 3 clusters Score -7617225 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -7617259.500000 Penalty: 5465.654297
	Iteration 35Q: 3 clusters Score -7617260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -7617270.000000 Penalty: 5465.654297
	Iteration 36Q: 3 clusters Score -7617270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -7617294.000000 Penalty: 5465.654297
	Iteration 37Q: 3 clusters Score -7617294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -7617308.500000 Penalty: 5465.654297
	Iteration 38Q: 3 clusters Score -7617308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -7617324.500000 Penalty: 5465.654297
	Iteration 39Q: 3 clusters Score -7617324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7617343.000000 Penalty: 5465.654297
	Iteration 40F: 3 clusters Score -7617343 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -7617357.500000 Penalty: 5465.654297
	Iteration 41Q: 3 clusters Score -7617358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -7617352.000000 Penalty: 5465.654297
	Iteration 42Q: 3 clusters Score -7617352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -7617379.000000 Penalty: 5465.654297
	Iteration 43Q: 3 clusters Score -7617379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7617372.500000 Penalty: 5465.654297
	Iteration 44Q: 3 clusters Score -7617372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -7617385.500000 Penalty: 5465.654297
	Iteration 45Q: 3 clusters Score -7617386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7617404.500000 Penalty: 5465.654297
	Iteration 46Q: 3 clusters Score -7617404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -7617414.500000 Penalty: 5465.654297
	Iteration 47Q: 3 clusters Score -7617414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7617420.000000 Penalty: 5465.654297
	Iteration 48Q: 3 clusters Score -7617420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -7617432.500000 Penalty: 5465.654297
	Iteration 49Q: 3 clusters Score -7617432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7617441.000000 Penalty: 5465.654297
	Iteration 50Q: 3 clusters Score -7617441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -7617456.000000 Penalty: 5465.654297
	Iteration 51Q: 3 clusters Score -7617456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -7617460.500000 Penalty: 5465.654297
	Iteration 52Q: 3 clusters Score -7617460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7617483.000000 Penalty: 5465.654297
	Iteration 53Q: 3 clusters Score -7617483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -7617505.000000 Penalty: 5465.654297
	Iteration 54Q: 3 clusters Score -7617505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -7617513.500000 Penalty: 5465.654297
	Iteration 55Q: 3 clusters Score -7617514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -7617532.500000 Penalty: 5465.654297
	Iteration 56Q: 3 clusters Score -7617532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -7617537.500000 Penalty: 5465.654297
	Iteration 57Q: 3 clusters Score -7617538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -7617542.000000 Penalty: 5465.654297
	Iteration 58Q: 3 clusters Score -7617542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -7617540.000000 Penalty: 5465.654297
	Iteration 59Q: 3 clusters Score -7617540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -7617542.500000 Penalty: 5465.654297
	Iteration 60F: 3 clusters Score -7617542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -7617547.500000 Penalty: 5465.654297
	Iteration 61Q: 3 clusters Score -7617548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -7617546.000000 Penalty: 5465.654297
	Iteration 62Q: 3 clusters Score -7617546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -7617539.500000 Penalty: 5465.654297
	Iteration 63Q: 3 clusters Score -7617540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -7617541.500000 Penalty: 5465.654297
	Iteration 64Q: 3 clusters Score -7617542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -7617551.000000 Penalty: 5465.654297
	Iteration 65Q: 3 clusters Score -7617551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -7617557.500000 Penalty: 5465.654297
	Iteration 66Q: 3 clusters Score -7617558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7617557.500000 Penalty: 5465.654297
	Iteration 67Q: 3 clusters Score -7617558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -7617560.500000 Penalty: 5465.654297
	Iteration 68Q: 3 clusters Score -7617560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -7617565.000000 Penalty: 5465.654297
	Iteration 69Q: 3 clusters Score -7617565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -7617559.000000 Penalty: 5465.654297
	Iteration 70Q: 3 clusters Score -7617559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -7617569.000000 Penalty: 5465.654297
	Iteration 71Q: 3 clusters Score -7617569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -7617569.500000 Penalty: 5465.654297
	Iteration 72Q: 3 clusters Score -7617570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -7617577.500000 Penalty: 5465.654297
	Iteration 73Q: 3 clusters Score -7617578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -7617570.000000 Penalty: 5465.654297
	Iteration 74Q: 3 clusters Score -7617570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -7617563.000000 Penalty: 5465.654297
	Iteration 75Q: 3 clusters Score -7617563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -7617560.000000 Penalty: 5465.654297
	Iteration 76Q: 3 clusters Score -7617560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -7617565.000000 Penalty: 5465.654297
	Iteration 77Q: 3 clusters Score -7617565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -7617568.500000 Penalty: 5465.654297
	Iteration 78Q: 3 clusters Score -7617568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -7617568.500000 Penalty: 5465.654297
	Iteration 79Q: 3 clusters Score -7617568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -7617571.500000 Penalty: 5465.654297
	Iteration 80F: 3 clusters Score -7617572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -7617570.500000 Penalty: 5465.654297
	Iteration 81Q: 3 clusters Score -7617570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -7617580.500000 Penalty: 5465.654297
	Iteration 82Q: 3 clusters Score -7617580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -7617587.500000 Penalty: 5465.654297
	Iteration 83Q: 3 clusters Score -7617588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -7617585.500000 Penalty: 5465.654297
	Iteration 84Q: 3 clusters Score -7617586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -7617586.000000 Penalty: 5465.654297
	Iteration 85Q: 3 clusters Score -7617586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -7617586.500000 Penalty: 5465.654297
	Iteration 86Q: 3 clusters Score -7617586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -7617590.500000 Penalty: 5465.654297
	Iteration 87Q: 3 clusters Score -7617590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -7617594.500000 Penalty: 5465.654297
	Iteration 88Q: 3 clusters Score -7617594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -7617601.500000 Penalty: 5465.654297
	Iteration 89Q: 3 clusters Score -7617602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -7617610.000000 Penalty: 5465.654297
	Iteration 90Q: 3 clusters Score -7617610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -7617601.000000 Penalty: 5465.654297
	Iteration 91Q: 3 clusters Score -7617601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -7617605.500000 Penalty: 5465.654297
	Iteration 92Q: 3 clusters Score -7617606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -7617600.500000 Penalty: 5465.654297
	Iteration 93Q: 3 clusters Score -7617600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -7617608.500000 Penalty: 5465.654297
	Iteration 94Q: 3 clusters Score -7617608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -7617597.000000 Penalty: 5465.654297
	Iteration 95Q: 3 clusters Score -7617597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -7617594.500000 Penalty: 5465.654297
	Iteration 96Q: 3 clusters Score -7617594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -7617595.500000 Penalty: 5465.654297
	Iteration 97Q: 3 clusters Score -7617596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -7617596.000000 Penalty: 5465.654297
	Iteration 98Q: 3 clusters Score -7617596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -7617593.500000 Penalty: 5465.654297
	Iteration 99Q: 3 clusters Score -7617594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -7617597.500000 Penalty: 5465.654297
	Iteration 100F: 3 clusters Score -7617598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -7617600.500000 Penalty: 5465.654297
	Iteration 101Q: 3 clusters Score -7617600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -7617598.000000 Penalty: 5465.654297
	Iteration 102Q: 3 clusters Score -7617598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7617604.500000 Penalty: 5465.654297
	Iteration 103Q: 3 clusters Score -7617604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -7617597.000000 Penalty: 5465.654297
	Iteration 104Q: 3 clusters Score -7617597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -7617602.500000 Penalty: 5465.654297
	Iteration 105Q: 3 clusters Score -7617602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -7617604.500000 Penalty: 5465.654297
	Iteration 106Q: 3 clusters Score -7617604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -7617602.000000 Penalty: 5465.654297
	Iteration 107Q: 3 clusters Score -7617602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -7617602.500000 Penalty: 5465.654297
	Iteration 108Q: 3 clusters Score -7617602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -7617600.500000 Penalty: 5465.654297
	Iteration 109Q: 3 clusters Score -7617600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -7617603.000000 Penalty: 5465.654297
	Iteration 110Q: 3 clusters Score -7617603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -7617594.500000 Penalty: 5465.654297
	Iteration 111Q: 3 clusters Score -7617594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -7617610.000000 Penalty: 5465.654297
	Iteration 112Q: 3 clusters Score -7617610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -7617606.000000 Penalty: 5465.654297
	Iteration 113Q: 3 clusters Score -7617606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -7617607.500000 Penalty: 5465.654297
	Iteration 114Q: 3 clusters Score -7617608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -7617609.500000 Penalty: 5465.654297
	Iteration 115Q: 3 clusters Score -7617610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -7617606.000000 Penalty: 5465.654297
	Iteration 116Q: 3 clusters Score -7617606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -7617609.000000 Penalty: 5465.654297
	Iteration 117Q: 3 clusters Score -7617609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7617610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7617609.500000 Penalty: 5465.654297
	Iteration 119F: 3 clusters Score -7617610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -6680508.000000 Penalty: 2692.659668
	Iteration 0F: 2 clusters Score -6680508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6645405.500000 Penalty: 5385.319336
	Iteration 0F: 3 clusters Score -6645406 nChanged 23987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6658762.500000 Penalty: 5385.319336
	Iteration 1F: 3 clusters Score -6658762 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6659261.000000 Penalty: 5385.319336
	Iteration 2Q: 3 clusters Score -6659261 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -6659732.000000 Penalty: 5385.319336
	Iteration 3Q: 3 clusters Score -6659732 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -6660240.500000 Penalty: 5385.319336
	Iteration 4Q: 3 clusters Score -6660240 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -6660762.500000 Penalty: 5385.319336
	Iteration 5Q: 3 clusters Score -6660762 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6661323.500000 Penalty: 5385.319336
	Iteration 6Q: 3 clusters Score -6661324 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -6662021.500000 Penalty: 5385.319336
	Iteration 7Q: 3 clusters Score -6662022 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -6662958.000000 Penalty: 5385.319336
	Iteration 8Q: 3 clusters Score -6662958 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -6664224.500000 Penalty: 5385.319336
	Iteration 9Q: 3 clusters Score -6664224 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -6665907.000000 Penalty: 5385.319336
	Iteration 10Q: 3 clusters Score -6665907 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -6668004.000000 Penalty: 5385.319336
	Iteration 11F: 3 clusters Score -6668004 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -6669990.500000 Penalty: 5385.319336
	Iteration 12F: 3 clusters Score -6669990 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6671241.500000 Penalty: 5385.319336
	Iteration 13Q: 3 clusters Score -6671242 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -6671908.000000 Penalty: 5385.319336
	Iteration 14Q: 3 clusters Score -6671908 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -6672161.000000 Penalty: 5385.319336
	Iteration 15Q: 3 clusters Score -6672161 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6672329.000000 Penalty: 5385.319336
	Iteration 16Q: 3 clusters Score -6672329 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -6672451.500000 Penalty: 5385.319336
	Iteration 17Q: 3 clusters Score -6672452 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -6672607.000000 Penalty: 5385.319336
	Iteration 18Q: 3 clusters Score -6672607 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -6672730.500000 Penalty: 5385.319336
	Iteration 19Q: 3 clusters Score -6672730 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -6672885.500000 Penalty: 5385.319336
	Iteration 20F: 3 clusters Score -6672886 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -6673037.000000 Penalty: 5385.319336
	Iteration 21Q: 3 clusters Score -6673037 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -6673209.000000 Penalty: 5385.319336
	Iteration 22Q: 3 clusters Score -6673209 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6673387.500000 Penalty: 5385.319336
	Iteration 23Q: 3 clusters Score -6673388 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -6673536.500000 Penalty: 5385.319336
	Iteration 24Q: 3 clusters Score -6673536 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -6673734.000000 Penalty: 5385.319336
	Iteration 25Q: 3 clusters Score -6673734 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -6673934.500000 Penalty: 5385.319336
	Iteration 26Q: 3 clusters Score -6673934 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -6674161.000000 Penalty: 5385.319336
	Iteration 27Q: 3 clusters Score -6674161 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -6674417.000000 Penalty: 5385.319336
	Iteration 28Q: 3 clusters Score -6674417 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -6674641.000000 Penalty: 5385.319336
	Iteration 29Q: 3 clusters Score -6674641 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -6674916.500000 Penalty: 5385.319336
	Iteration 30Q: 3 clusters Score -6674916 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -6675223.000000 Penalty: 5385.319336
	Iteration 31Q: 3 clusters Score -6675223 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -6675558.500000 Penalty: 5385.319336
	Iteration 32Q: 3 clusters Score -6675558 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6675830.500000 Penalty: 5385.319336
	Iteration 33Q: 3 clusters Score -6675830 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -6676129.000000 Penalty: 5385.319336
	Iteration 34Q: 3 clusters Score -6676129 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -6676378.000000 Penalty: 5385.319336
	Iteration 35Q: 3 clusters Score -6676378 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6676672.000000 Penalty: 5385.319336
	Iteration 36Q: 3 clusters Score -6676672 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6676902.500000 Penalty: 5385.319336
	Iteration 37Q: 3 clusters Score -6676902 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6677098.000000 Penalty: 5385.319336
	Iteration 38Q: 3 clusters Score -6677098 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6677293.000000 Penalty: 5385.319336
	Iteration 39Q: 3 clusters Score -6677293 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6677450.500000 Penalty: 5385.319336
	Iteration 40F: 3 clusters Score -6677450 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6677598.500000 Penalty: 5385.319336
	Iteration 41Q: 3 clusters Score -6677598 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6677688.500000 Penalty: 5385.319336
	Iteration 42Q: 3 clusters Score -6677688 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6677770.500000 Penalty: 5385.319336
	Iteration 43Q: 3 clusters Score -6677770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6677851.000000 Penalty: 5385.319336
	Iteration 44Q: 3 clusters Score -6677851 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6677897.500000 Penalty: 5385.319336
	Iteration 45Q: 3 clusters Score -6677898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6677928.000000 Penalty: 5385.319336
	Iteration 46Q: 3 clusters Score -6677928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6677972.500000 Penalty: 5385.319336
	Iteration 47Q: 3 clusters Score -6677972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6678016.000000 Penalty: 5385.319336
	Iteration 48Q: 3 clusters Score -6678016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6678062.000000 Penalty: 5385.319336
	Iteration 49Q: 3 clusters Score -6678062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6678091.000000 Penalty: 5385.319336
	Iteration 50Q: 3 clusters Score -6678091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6678103.000000 Penalty: 5385.319336
	Iteration 51Q: 3 clusters Score -6678103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6678104.000000 Penalty: 5385.319336
	Iteration 52Q: 3 clusters Score -6678104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6678112.500000 Penalty: 5385.319336
	Iteration 53Q: 3 clusters Score -6678112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6678119.000000 Penalty: 5385.319336
	Iteration 54Q: 3 clusters Score -6678119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6678126.500000 Penalty: 5385.319336
	Iteration 55Q: 3 clusters Score -6678126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6678127.000000 Penalty: 5385.319336
	Iteration 56Q: 3 clusters Score -6678127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6678135.500000 Penalty: 5385.319336
	Iteration 57Q: 3 clusters Score -6678136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6678135.500000 Penalty: 5385.319336
	Iteration 58Q: 3 clusters Score -6678136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6678145.000000 Penalty: 5385.319336
	Iteration 59Q: 3 clusters Score -6678145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6678148.500000 Penalty: 5385.319336
	Iteration 60F: 3 clusters Score -6678148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6678152.000000 Penalty: 5385.319336
	Iteration 61Q: 3 clusters Score -6678152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6678151.000000 Penalty: 5385.319336
	Iteration 62Q: 3 clusters Score -6678151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6678157.500000 Penalty: 5385.319336
	Iteration 63Q: 3 clusters Score -6678158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6678160.000000 Penalty: 5385.319336
	Iteration 64Q: 3 clusters Score -6678160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6678161.500000 Penalty: 5385.319336
	Iteration 65Q: 3 clusters Score -6678162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6678167.000000 Penalty: 5385.319336
	Iteration 66Q: 3 clusters Score -6678167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6678166.500000 Penalty: 5385.319336
	Iteration 67Q: 3 clusters Score -6678166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6678161.000000 Penalty: 5385.319336
	Iteration 68Q: 3 clusters Score -6678161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6678161.000000 Penalty: 5385.319336
	Iteration 69F: 3 clusters Score -6678161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69675.796875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69675.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70379.562500 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70379.56 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70723.226562 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70723.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -70848.429688 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -70848.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -70903.835938 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -70903.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -70949.953125 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -70949.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -71016.734375 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71016.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -71052.835938 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71052.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -71075.187500 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71075.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -71108.406250 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71108.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -71126.890625 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71126.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -71132.859375 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -71132.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -71132.859375 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -71132.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1959185.375000 Penalty: 2391.375244
	Iteration 0F: 2 clusters Score -1959185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1948124.750000 Penalty: 4782.750488
	Iteration 0F: 3 clusters Score -1948125 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1951566.750000 Penalty: 4782.750488
	Iteration 1F: 3 clusters Score -1951567 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1951991.375000 Penalty: 4782.750488
	Iteration 2F: 3 clusters Score -1951991 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1952411.625000 Penalty: 4782.750488
	Iteration 3F: 3 clusters Score -1952412 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1952906.875000 Penalty: 4782.750488
	Iteration 4F: 3 clusters Score -1952907 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1953530.500000 Penalty: 4782.750488
	Iteration 5F: 3 clusters Score -1953530 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1954242.750000 Penalty: 4782.750488
	Iteration 6F: 3 clusters Score -1954243 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1955004.375000 Penalty: 4782.750488
	Iteration 7F: 3 clusters Score -1955004 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1955751.125000 Penalty: 4782.750488
	Iteration 8F: 3 clusters Score -1955751 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1956420.375000 Penalty: 4782.750488
	Iteration 9Q: 3 clusters Score -1956420 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1956931.125000 Penalty: 4782.750488
	Iteration 10Q: 3 clusters Score -1956931 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1957181.750000 Penalty: 4782.750488
	Iteration 11Q: 3 clusters Score -1957182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1957301.000000 Penalty: 4782.750488
	Iteration 12Q: 3 clusters Score -1957301 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1957360.875000 Penalty: 4782.750488
	Iteration 13Q: 3 clusters Score -1957361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1957393.500000 Penalty: 4782.750488
	Iteration 14Q: 3 clusters Score -1957394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1957408.000000 Penalty: 4782.750488
	Iteration 15Q: 3 clusters Score -1957408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1957427.875000 Penalty: 4782.750488
	Iteration 16Q: 3 clusters Score -1957428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1957441.000000 Penalty: 4782.750488
	Iteration 17Q: 3 clusters Score -1957441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1957459.625000 Penalty: 4782.750488
	Iteration 18Q: 3 clusters Score -1957460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1957463.125000 Penalty: 4782.750488
	Iteration 19Q: 3 clusters Score -1957463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1957472.500000 Penalty: 4782.750488
	Iteration 20F: 3 clusters Score -1957472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1957477.125000 Penalty: 4782.750488
	Iteration 21Q: 3 clusters Score -1957477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1957479.875000 Penalty: 4782.750488
	Iteration 22Q: 3 clusters Score -1957480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1957487.750000 Penalty: 4782.750488
	Iteration 23Q: 3 clusters Score -1957488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1957495.375000 Penalty: 4782.750488
	Iteration 24Q: 3 clusters Score -1957495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1957495.375000 Penalty: 4782.750488
	Iteration 25Q: 3 clusters Score -1957495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1957500.125000 Penalty: 4782.750488
	Iteration 26Q: 3 clusters Score -1957500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1957500.000000 Penalty: 4782.750488
	Iteration 27Q: 3 clusters Score -1957500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1957503.875000 Penalty: 4782.750488
	Iteration 28Q: 3 clusters Score -1957504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1957506.875000 Penalty: 4782.750488
	Iteration 29Q: 3 clusters Score -1957507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1957507.375000 Penalty: 4782.750488
	Iteration 30Q: 3 clusters Score -1957507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1957506.125000 Penalty: 4782.750488
	Iteration 31Q: 3 clusters Score -1957506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1957512.000000 Penalty: 4782.750488
	Iteration 32Q: 3 clusters Score -1957512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1957512.000000 Penalty: 4782.750488
	Iteration 33F: 3 clusters Score -1957512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Entering Unmasked Estep 
Score: -21805492.000000 Penalty: 2986.290039
	Iteration 0F: 2 clusters Score -2.180549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -21692114.000000 Penalty: 5972.580078
	Iteration 0F: 3 clusters Score -2.169211e+07 nChanged 81094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -21739636.000000 Penalty: 5972.580078
	Iteration 1F: 3 clusters Score -2.173964e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -21741366.000000 Penalty: 5972.580078
	Iteration 2Q: 3 clusters Score -2.174137e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -21743782.000000 Penalty: 5972.580078
	Iteration 3Q: 3 clusters Score -2.174378e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -21747668.000000 Penalty: 5972.580078
	Iteration 4Q: 3 clusters Score -2.174767e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -21754094.000000 Penalty: 5972.580078
	Iteration 5F: 3 clusters Score -2.175409e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118064 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -21763004.000000 Penalty: 5972.580078
	Iteration 6F: 3 clusters Score -2.1763e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -21772994.000000 Penalty: 5972.580078
	Iteration 7F: 3 clusters Score -2.177299e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -21781906.000000 Penalty: 5972.580078
	Iteration 8F: 3 clusters Score -2.178191e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -21787900.000000 Penalty: 5972.580078
	Iteration 9Q: 3 clusters Score -2.17879e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -21791762.000000 Penalty: 5972.580078
	Iteration 10Q: 3 clusters Score -2.179176e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -21794188.000000 Penalty: 5972.580078
	Iteration 11Q: 3 clusters Score -2.179419e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -21796114.000000 Penalty: 5972.580078
	Iteration 12Q: 3 clusters Score -2.179611e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -21797734.000000 Penalty: 5972.580078
	Iteration 13Q: 3 clusters Score -2.179773e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159243 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -21799004.000000 Penalty: 5972.580078
	Iteration 14Q: 3 clusters Score -2.1799e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -21799974.000000 Penalty: 5972.580078
	Iteration 15Q: 3 clusters Score -2.179997e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -21800840.000000 Penalty: 5972.580078
	Iteration 16Q: 3 clusters Score -2.180084e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -21801414.000000 Penalty: 5972.580078
	Iteration 17Q: 3 clusters Score -2.180141e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -21801900.000000 Penalty: 5972.580078
	Iteration 18Q: 3 clusters Score -2.18019e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165826 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -21802334.000000 Penalty: 5972.580078
	Iteration 19Q: 3 clusters Score -2.180233e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -21802468.000000 Penalty: 5972.580078
	Iteration 20F: 3 clusters Score -2.180247e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21802648.000000 Penalty: 5972.580078
	Iteration 21Q: 3 clusters Score -2.180265e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167167 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21802784.000000 Penalty: 5972.580078
	Iteration 22Q: 3 clusters Score -2.180278e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21802836.000000 Penalty: 5972.580078
	Iteration 23Q: 3 clusters Score -2.180284e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167622 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -21802928.000000 Penalty: 5972.580078
	Iteration 24Q: 3 clusters Score -2.180293e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21802960.000000 Penalty: 5972.580078
	Iteration 25Q: 3 clusters Score -2.180296e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21803024.000000 Penalty: 5972.580078
	Iteration 26Q: 3 clusters Score -2.180302e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -21803064.000000 Penalty: 5972.580078
	Iteration 27Q: 3 clusters Score -2.180306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168143 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21803066.000000 Penalty: 5972.580078
	Iteration 28Q: 3 clusters Score -2.180307e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168205 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21803086.000000 Penalty: 5972.580078
	Iteration 29Q: 3 clusters Score -2.180309e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168265 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -21803118.000000 Penalty: 5972.580078
	Iteration 30Q: 3 clusters Score -2.180312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168310 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21803140.000000 Penalty: 5972.580078
	Iteration 31Q: 3 clusters Score -2.180314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168342 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21803152.000000 Penalty: 5972.580078
	Iteration 32Q: 3 clusters Score -2.180315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168373 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21803178.000000 Penalty: 5972.580078
	Iteration 33Q: 3 clusters Score -2.180318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21803178.000000 Penalty: 5972.580078
	Iteration 34Q: 3 clusters Score -2.180318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168422 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21803180.000000 Penalty: 5972.580078
	Iteration 35Q: 3 clusters Score -2.180318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168444 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21803198.000000 Penalty: 5972.580078
	Iteration 36Q: 3 clusters Score -2.18032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168461 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21803192.000000 Penalty: 5972.580078
	Iteration 37Q: 3 clusters Score -2.180319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168476 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21803198.000000 Penalty: 5972.580078
	Iteration 38Q: 3 clusters Score -2.18032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21803202.000000 Penalty: 5972.580078
	Iteration 39Q: 3 clusters Score -2.18032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21803212.000000 Penalty: 5972.580078
	Iteration 40F: 3 clusters Score -2.180321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21803206.000000 Penalty: 5972.580078
	Iteration 41Q: 3 clusters Score -2.180321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168517 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21803210.000000 Penalty: 5972.580078
	Iteration 42Q: 3 clusters Score -2.180321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168524 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21803216.000000 Penalty: 5972.580078
	Iteration 43Q: 3 clusters Score -2.180322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21803232.000000 Penalty: 5972.580078
	Iteration 44Q: 3 clusters Score -2.180323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21803230.000000 Penalty: 5972.580078
	Iteration 45Q: 3 clusters Score -2.180323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168557 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21803242.000000 Penalty: 5972.580078
	Iteration 46Q: 3 clusters Score -2.180324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168569 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21803238.000000 Penalty: 5972.580078
	Iteration 47Q: 3 clusters Score -2.180324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -21803228.000000 Penalty: 5972.580078
	Iteration 48Q: 3 clusters Score -2.180323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168584 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21803242.000000 Penalty: 5972.580078
	Iteration 49Q: 3 clusters Score -2.180324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21803242.000000 Penalty: 5972.580078
	Iteration 50Q: 3 clusters Score -2.180324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21803236.000000 Penalty: 5972.580078
	Iteration 51Q: 3 clusters Score -2.180324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21803238.000000 Penalty: 5972.580078
	Iteration 52Q: 3 clusters Score -2.180324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21803242.000000 Penalty: 5972.580078
	Iteration 53Q: 3 clusters Score -2.180324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21803234.000000 Penalty: 5972.580078
	Iteration 54Q: 3 clusters Score -2.180323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -21803238.000000 Penalty: 5972.580078
	Iteration 55Q: 3 clusters Score -2.180324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21803238.000000 Penalty: 5972.580078
	Iteration 56Q: 3 clusters Score -2.180324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21803236.000000 Penalty: 5972.580078
	Iteration 57Q: 3 clusters Score -2.180324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168614 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21803236.000000 Penalty: 5972.580078
	Iteration 58Q: 3 clusters Score -2.180324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21803240.000000 Penalty: 5972.580078
	Iteration 59Q: 3 clusters Score -2.180324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21803240.000000 Penalty: 5972.580078
	Iteration 60F: 3 clusters Score -2.180324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -217524.468750 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -217524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -215065.078125 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -215065.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -215511.140625 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -215511.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215630.062500 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -215630.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215692.281250 Penalty: 3726.529053
	Iteration 3Q: 3 clusters Score -215692.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215728.421875 Penalty: 3726.529053
	Iteration 4Q: 3 clusters Score -215728.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215762.156250 Penalty: 3726.529053
	Iteration 5Q: 3 clusters Score -215762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215781.500000 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -215781.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215795.859375 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -215795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -215805.750000 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -215805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215816.640625 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -215816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215834.203125 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -215834.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215842.078125 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -215842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215846.515625 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -215846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215849.078125 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -215849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -215850.281250 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -215850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -215850.781250 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -215850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -215850.781250 Penalty: 3726.529053
	Iteration 16F: 3 clusters Score -215850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63728.250000 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63728.25 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64096.718750 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64096.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64245.417969 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64245.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64342.351562 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64342.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64411.976562 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64411.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64496.699219 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64534.257812 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64534.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64553.113281 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64553.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64562.578125 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -64562.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64566.925781 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -64566.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64568.355469 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -64568.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64568.355469 Penalty: 3206.435791
	Iteration 11F: 3 clusters Score -64568.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -308605.281250 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -308605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -305662.625000 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -305662.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -306192.156250 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -306192.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -306324.031250 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -306324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -306397.906250 Penalty: 3872.323242
	Iteration 3Q: 3 clusters Score -306397.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -306440.500000 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -306440.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -306468.968750 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -306469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -306480.500000 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -306480.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -306491.625000 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -306491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -306501.312500 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -306501.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -306507.781250 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -306507.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -306512.625000 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -306512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -306514.531250 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -306514.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -306516.843750 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -306516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -306519.125000 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -306519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -306521.375000 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -306521.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -306523.968750 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -306524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -306524.468750 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -306524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -306524.906250 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -306524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -306525.375000 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -306525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -306526.250000 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -306526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -306526.250000 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -306526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Entering Unmasked Estep 
Score: -21282922.000000 Penalty: 2980.896240
	Iteration 0F: 2 clusters Score -2.128292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -21172578.000000 Penalty: 5961.792480
	Iteration 0F: 3 clusters Score -2.117258e+07 nChanged 79210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -21217986.000000 Penalty: 5961.792480
	Iteration 1F: 3 clusters Score -2.121799e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -21218820.000000 Penalty: 5961.792480
	Iteration 2Q: 3 clusters Score -2.121882e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -21219782.000000 Penalty: 5961.792480
	Iteration 3Q: 3 clusters Score -2.121978e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -21221386.000000 Penalty: 5961.792480
	Iteration 4Q: 3 clusters Score -2.122139e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -21224118.000000 Penalty: 5961.792480
	Iteration 5Q: 3 clusters Score -2.122412e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63430 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -21228584.000000 Penalty: 5961.792480
	Iteration 6Q: 3 clusters Score -2.122858e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -21235060.000000 Penalty: 5961.792480
	Iteration 7F: 3 clusters Score -2.123506e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -21243614.000000 Penalty: 5961.792480
	Iteration 8F: 3 clusters Score -2.124361e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 131328 members 
Entering Unmasked Estep 
Score: -21253314.000000 Penalty: 5961.792480
	Iteration 9F: 3 clusters Score -2.125331e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -21261660.000000 Penalty: 5961.792480
	Iteration 10F: 3 clusters Score -2.126166e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -21267976.000000 Penalty: 5961.792480
	Iteration 11Q: 3 clusters Score -2.126798e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 152864 members 
Entering Unmasked Estep 
Score: -21272190.000000 Penalty: 5961.792480
	Iteration 12Q: 3 clusters Score -2.127219e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -21274880.000000 Penalty: 5961.792480
	Iteration 13Q: 3 clusters Score -2.127488e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -21276704.000000 Penalty: 5961.792480
	Iteration 14Q: 3 clusters Score -2.12767e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 161485 members 
Entering Unmasked Estep 
Score: -21277926.000000 Penalty: 5961.792480
	Iteration 15Q: 3 clusters Score -2.127793e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -21278816.000000 Penalty: 5961.792480
	Iteration 16Q: 3 clusters Score -2.127882e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -21279430.000000 Penalty: 5961.792480
	Iteration 17Q: 3 clusters Score -2.127943e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -21279754.000000 Penalty: 5961.792480
	Iteration 18Q: 3 clusters Score -2.127975e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 164645 members 
Entering Unmasked Estep 
Score: -21279930.000000 Penalty: 5961.792480
	Iteration 19Q: 3 clusters Score -2.127993e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 164851 members 
Entering Unmasked Estep 
Score: -21280086.000000 Penalty: 5961.792480
	Iteration 20F: 3 clusters Score -2.128009e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 164982 members 
Entering Unmasked Estep 
Score: -21280174.000000 Penalty: 5961.792480
	Iteration 21Q: 3 clusters Score -2.128017e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -21280232.000000 Penalty: 5961.792480
	Iteration 22Q: 3 clusters Score -2.128023e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -21280272.000000 Penalty: 5961.792480
	Iteration 23Q: 3 clusters Score -2.128027e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 165174 members 
Entering Unmasked Estep 
Score: -21280302.000000 Penalty: 5961.792480
	Iteration 24Q: 3 clusters Score -2.12803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 165219 members 
Entering Unmasked Estep 
Score: -21280332.000000 Penalty: 5961.792480
	Iteration 25Q: 3 clusters Score -2.128033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165244 members 
Entering Unmasked Estep 
Score: -21280340.000000 Penalty: 5961.792480
	Iteration 26Q: 3 clusters Score -2.128034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 165260 members 
Entering Unmasked Estep 
Score: -21280366.000000 Penalty: 5961.792480
	Iteration 27Q: 3 clusters Score -2.128037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -21280366.000000 Penalty: 5961.792480
	Iteration 28Q: 3 clusters Score -2.128037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 165296 members 
Entering Unmasked Estep 
Score: -21280374.000000 Penalty: 5961.792480
	Iteration 29Q: 3 clusters Score -2.128037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -21280408.000000 Penalty: 5961.792480
	Iteration 30Q: 3 clusters Score -2.128041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -21280402.000000 Penalty: 5961.792480
	Iteration 31Q: 3 clusters Score -2.12804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -21280406.000000 Penalty: 5961.792480
	Iteration 32Q: 3 clusters Score -2.128041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -21280408.000000 Penalty: 5961.792480
	Iteration 33Q: 3 clusters Score -2.128041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -21280388.000000 Penalty: 5961.792480
	Iteration 34Q: 3 clusters Score -2.128039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -21280404.000000 Penalty: 5961.792480
	Iteration 35Q: 3 clusters Score -2.12804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -21280400.000000 Penalty: 5961.792480
	Iteration 36Q: 3 clusters Score -2.12804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -21280394.000000 Penalty: 5961.792480
	Iteration 37Q: 3 clusters Score -2.128039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -21280402.000000 Penalty: 5961.792480
	Iteration 38Q: 3 clusters Score -2.12804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 165364 members 
Entering Unmasked Estep 
Score: -21280414.000000 Penalty: 5961.792480
	Iteration 39Q: 3 clusters Score -2.128041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 165365 members 
Entering Unmasked Estep 
Score: -21280418.000000 Penalty: 5961.792480
	Iteration 40F: 3 clusters Score -2.128042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 165367 members 
Entering Unmasked Estep 
Score: -21280408.000000 Penalty: 5961.792480
	Iteration 41Q: 3 clusters Score -2.128041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
Score: -21280418.000000 Penalty: 5961.792480
	Iteration 42Q: 3 clusters Score -2.128042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 165371 members 
Entering Unmasked Estep 
Score: -21280408.000000 Penalty: 5961.792480
	Iteration 43Q: 3 clusters Score -2.128041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21280414.000000 Penalty: 5961.792480
	Iteration 44Q: 3 clusters Score -2.128041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21280410.000000 Penalty: 5961.792480
	Iteration 45Q: 3 clusters Score -2.128041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21280410.000000 Penalty: 5961.792480
	Iteration 46F: 3 clusters Score -2.128041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -227634.625000 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -227634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -225100.312500 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -225100.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -225534.000000 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -225534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -225662.656250 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -225662.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -225729.218750 Penalty: 3720.536621
	Iteration 3Q: 3 clusters Score -225729.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -225767.203125 Penalty: 3720.536621
	Iteration 4Q: 3 clusters Score -225767.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -225798.500000 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -225798.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225820.421875 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -225820.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -225834.265625 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -225834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -225842.140625 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -225842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -225846.718750 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -225846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -225849.734375 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -225849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -225851.734375 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -225851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -225853.234375 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -225853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -225854.281250 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -225854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225855.093750 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -225855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -225856.171875 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -225856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -225859.343750 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -225859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225862.531250 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -225862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225865.031250 Penalty: 3720.536621
	Iteration 18Q: 3 clusters Score -225865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -225865.031250 Penalty: 3720.536621
	Iteration 19F: 3 clusters Score -225865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 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 264 members 
Entering Unmasked Estep 
Score: -52735.609375 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52735.61 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52986.613281 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -52986.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53153.941406 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53153.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53234.671875 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -53234.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53292.917969 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -53292.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53313.175781 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -53313.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53319.339844 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -53319.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53326.515625 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -53326.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53328.222656 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -53328.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53328.222656 Penalty: 3092.267822
	Iteration 9F: 3 clusters Score -53328.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 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 405 members 
Entering Unmasked Estep 
Score: -87736.039062 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87736.04 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88131.117188 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88131.12 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88368.765625 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88368.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88592.242188 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88592.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88754.640625 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -88754.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88875.906250 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -88875.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88971.335938 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -88971.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89065.812500 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89065.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89158.585938 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -89158.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89262.242188 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -89262.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89416.437500 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -89416.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89491.515625 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -89491.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89523.679688 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -89523.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89561.531250 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -89561.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89623.796875 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -89623.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89709.578125 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -89709.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89730.210938 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -89730.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89731.351562 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -89731.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89741.406250 Penalty: 3350.861328
	Iteration 18F: 3 clusters Score -89741.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89753.062500 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -89753.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -89756.304688 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -89756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 61051 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 169650 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166000 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 182241 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201019 members 
Mstep: Class 19 contains 122388 members 
Mstep: Class 20 contains 19626 members 
Mstep: Class 21 contains 423 members 
Entering Unmasked Estep 
Score: -149698848.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149700304.000000 to -149698848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (17159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Entering Unmasked Estep 
Score: -2194735.750000 Penalty: 2418.069092
	Iteration 0F: 2 clusters Score -2194736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2182474.000000 Penalty: 4836.138184
	Iteration 0F: 3 clusters Score -2182474 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2186433.250000 Penalty: 4836.138184
	Iteration 1F: 3 clusters Score -2186433 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2186817.500000 Penalty: 4836.138184
	Iteration 2F: 3 clusters Score -2186818 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2187109.250000 Penalty: 4836.138184
	Iteration 3Q: 3 clusters Score -2187109 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2187387.500000 Penalty: 4836.138184
	Iteration 4Q: 3 clusters Score -2187388 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2187696.750000 Penalty: 4836.138184
	Iteration 5Q: 3 clusters Score -2187697 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2188059.000000 Penalty: 4836.138184
	Iteration 6Q: 3 clusters Score -2188059 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2188563.500000 Penalty: 4836.138184
	Iteration 7F: 3 clusters Score -2188564 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2189275.250000 Penalty: 4836.138184
	Iteration 8F: 3 clusters Score -2189275 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2190154.250000 Penalty: 4836.138184
	Iteration 9F: 3 clusters Score -2190154 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2191006.000000 Penalty: 4836.138184
	Iteration 10F: 3 clusters Score -2191006 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2191613.750000 Penalty: 4836.138184
	Iteration 11Q: 3 clusters Score -2191614 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2192021.000000 Penalty: 4836.138184
	Iteration 12Q: 3 clusters Score -2192021 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2192253.500000 Penalty: 4836.138184
	Iteration 13Q: 3 clusters Score -2192254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2192383.250000 Penalty: 4836.138184
	Iteration 14Q: 3 clusters Score -2192383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2192461.250000 Penalty: 4836.138184
	Iteration 15Q: 3 clusters Score -2192461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2192505.750000 Penalty: 4836.138184
	Iteration 16Q: 3 clusters Score -2192506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2192533.250000 Penalty: 4836.138184
	Iteration 17Q: 3 clusters Score -2192533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2192546.500000 Penalty: 4836.138184
	Iteration 18Q: 3 clusters Score -2192546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2192560.250000 Penalty: 4836.138184
	Iteration 19Q: 3 clusters Score -2192560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2192577.750000 Penalty: 4836.138184
	Iteration 20F: 3 clusters Score -2192578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2192581.000000 Penalty: 4836.138184
	Iteration 21Q: 3 clusters Score -2192581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2192587.750000 Penalty: 4836.138184
	Iteration 22Q: 3 clusters Score -2192588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2192596.250000 Penalty: 4836.138184
	Iteration 23Q: 3 clusters Score -2192596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2192610.250000 Penalty: 4836.138184
	Iteration 24Q: 3 clusters Score -2192610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2192623.750000 Penalty: 4836.138184
	Iteration 25Q: 3 clusters Score -2192624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2192634.000000 Penalty: 4836.138184
	Iteration 26Q: 3 clusters Score -2192634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2192640.250000 Penalty: 4836.138184
	Iteration 27Q: 3 clusters Score -2192640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2192641.250000 Penalty: 4836.138184
	Iteration 28Q: 3 clusters Score -2192641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2192641.250000 Penalty: 4836.138184
	Iteration 29F: 3 clusters Score -2192641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182241 members 
Entering Unmasked Estep 
Score: -23442338.000000 Penalty: 3004.044922
	Iteration 0F: 2 clusters Score -2.344234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -23324600.000000 Penalty: 6008.089844
	Iteration 0F: 3 clusters Score -2.33246e+07 nChanged 87441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -23376480.000000 Penalty: 6008.089844
	Iteration 1F: 3 clusters Score -2.337648e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -23378322.000000 Penalty: 6008.089844
	Iteration 2Q: 3 clusters Score -2.337832e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -23382186.000000 Penalty: 6008.089844
	Iteration 3Q: 3 clusters Score -2.338219e+07 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 123235 members 
Entering Unmasked Estep 
Score: -23389406.000000 Penalty: 6008.089844
	Iteration 4F: 3 clusters Score -2.338941e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 137672 members 
Entering Unmasked Estep 
Score: -23401564.000000 Penalty: 6008.089844
	Iteration 5F: 3 clusters Score -2.340156e+07 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 153124 members 
Entering Unmasked Estep 
Score: -23416410.000000 Penalty: 6008.089844
	Iteration 6F: 3 clusters Score -2.341641e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -23428884.000000 Penalty: 6008.089844
	Iteration 7F: 3 clusters Score -2.342888e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 172947 members 
Entering Unmasked Estep 
Score: -23435796.000000 Penalty: 6008.089844
	Iteration 8Q: 3 clusters Score -2.34358e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 176525 members 
Entering Unmasked Estep 
Score: -23438796.000000 Penalty: 6008.089844
	Iteration 9Q: 3 clusters Score -2.34388e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -23439948.000000 Penalty: 6008.089844
	Iteration 10Q: 3 clusters Score -2.343995e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -23440356.000000 Penalty: 6008.089844
	Iteration 11Q: 3 clusters Score -2.344036e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 179422 members 
Entering Unmasked Estep 
Score: -23440592.000000 Penalty: 6008.089844
	Iteration 12Q: 3 clusters Score -2.344059e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 179750 members 
Entering Unmasked Estep 
Score: -23440656.000000 Penalty: 6008.089844
	Iteration 13Q: 3 clusters Score -2.344066e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 179973 members 
Entering Unmasked Estep 
Score: -23440742.000000 Penalty: 6008.089844
	Iteration 14Q: 3 clusters Score -2.344074e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 180143 members 
Entering Unmasked Estep 
Score: -23440732.000000 Penalty: 6008.089844
	Iteration 15Q: 3 clusters Score -2.344073e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 180253 members 
Entering Unmasked Estep 
Score: -23440760.000000 Penalty: 6008.089844
	Iteration 16Q: 3 clusters Score -2.344076e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 180342 members 
Entering Unmasked Estep 
Score: -23440804.000000 Penalty: 6008.089844
	Iteration 17Q: 3 clusters Score -2.34408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -23440768.000000 Penalty: 6008.089844
	Iteration 18Q: 3 clusters Score -2.344077e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -23440798.000000 Penalty: 6008.089844
	Iteration 19Q: 3 clusters Score -2.34408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 180541 members 
Entering Unmasked Estep 
Score: -23440798.000000 Penalty: 6008.089844
	Iteration 20F: 3 clusters Score -2.34408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 180584 members 
Entering Unmasked Estep 
Score: -23440744.000000 Penalty: 6008.089844
	Iteration 21Q: 3 clusters Score -2.344074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 180609 members 
Entering Unmasked Estep 
Score: -23440770.000000 Penalty: 6008.089844
	Iteration 22Q: 3 clusters Score -2.344077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 180640 members 
Entering Unmasked Estep 
Score: -23440792.000000 Penalty: 6008.089844
	Iteration 23Q: 3 clusters Score -2.344079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 180665 members 
Entering Unmasked Estep 
Score: -23440780.000000 Penalty: 6008.089844
	Iteration 24Q: 3 clusters Score -2.344078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 180682 members 
Entering Unmasked Estep 
Score: -23440784.000000 Penalty: 6008.089844
	Iteration 25Q: 3 clusters Score -2.344078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 180694 members 
Entering Unmasked Estep 
Score: -23440780.000000 Penalty: 6008.089844
	Iteration 26Q: 3 clusters Score -2.344078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 180704 members 
Entering Unmasked Estep 
Score: -23440794.000000 Penalty: 6008.089844
	Iteration 27Q: 3 clusters Score -2.344079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 180707 members 
Entering Unmasked Estep 
Score: -23440804.000000 Penalty: 6008.089844
	Iteration 28Q: 3 clusters Score -2.34408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 180717 members 
Entering Unmasked Estep 
Score: -23440822.000000 Penalty: 6008.089844
	Iteration 29Q: 3 clusters Score -2.344082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 180718 members 
Entering Unmasked Estep 
Score: -23440834.000000 Penalty: 6008.089844
	Iteration 30Q: 3 clusters Score -2.344083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 180719 members 
Entering Unmasked Estep 
Score: -23440842.000000 Penalty: 6008.089844
	Iteration 31Q: 3 clusters Score -2.344084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 180721 members 
Entering Unmasked Estep 
Score: -23440848.000000 Penalty: 6008.089844
	Iteration 32Q: 3 clusters Score -2.344085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 180721 members 
Entering Unmasked Estep 
Score: -23440840.000000 Penalty: 6008.089844
	Iteration 33Q: 3 clusters Score -2.344084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 180722 members 
Entering Unmasked Estep 
Score: -23440840.000000 Penalty: 6008.089844
	Iteration 34Q: 3 clusters Score -2.344084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 180725 members 
Entering Unmasked Estep 
Score: -23440848.000000 Penalty: 6008.089844
	Iteration 35Q: 3 clusters Score -2.344085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
Score: -23440856.000000 Penalty: 6008.089844
	Iteration 36Q: 3 clusters Score -2.344086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -23440848.000000 Penalty: 6008.089844
	Iteration 37Q: 3 clusters Score -2.344085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -23440848.000000 Penalty: 6008.089844
	Iteration 38F: 3 clusters Score -2.344085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73897.195312 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73897.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74121.335938 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74121.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74203.234375 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74203.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74237.421875 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -74237.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74261.867188 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74261.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74283.796875 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74287.578125 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74287.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74287.578125 Penalty: 3217.891357
	Iteration 7F: 3 clusters Score -74287.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201019 members 
Entering Unmasked Estep 
Score: -25718598.000000 Penalty: 3028.366455
	Iteration 0F: 2 clusters Score -2.57186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -25587790.000000 Penalty: 6056.732910
	Iteration 0F: 3 clusters Score -2.558779e+07 nChanged 96577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -25644880.000000 Penalty: 6056.732910
	Iteration 1F: 3 clusters Score -2.564488e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -25646188.000000 Penalty: 6056.732910
	Iteration 2Q: 3 clusters Score -2.564619e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -25648170.000000 Penalty: 6056.732910
	Iteration 3Q: 3 clusters Score -2.564817e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -25651824.000000 Penalty: 6056.732910
	Iteration 4Q: 3 clusters Score -2.565182e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -25658334.000000 Penalty: 6056.732910
	Iteration 5F: 3 clusters Score -2.565833e+07 nChanged 14719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 145044 members 
Entering Unmasked Estep 
Score: -25669098.000000 Penalty: 6056.732910
	Iteration 6F: 3 clusters Score -2.56691e+07 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 161327 members 
Entering Unmasked Estep 
Score: -25683606.000000 Penalty: 6056.732910
	Iteration 7F: 3 clusters Score -2.568361e+07 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 176053 members 
Entering Unmasked Estep 
Score: -25697598.000000 Penalty: 6056.732910
	Iteration 8F: 3 clusters Score -2.56976e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 186552 members 
Entering Unmasked Estep 
Score: -25706940.000000 Penalty: 6056.732910
	Iteration 9F: 3 clusters Score -2.570694e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 192672 members 
Entering Unmasked Estep 
Score: -25712020.000000 Penalty: 6056.732910
	Iteration 10Q: 3 clusters Score -2.571202e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 195840 members 
Entering Unmasked Estep 
Score: -25714398.000000 Penalty: 6056.732910
	Iteration 11Q: 3 clusters Score -2.57144e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 197489 members 
Entering Unmasked Estep 
Score: -25715284.000000 Penalty: 6056.732910
	Iteration 12Q: 3 clusters Score -2.571528e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -25715562.000000 Penalty: 6056.732910
	Iteration 13Q: 3 clusters Score -2.571556e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 199010 members 
Entering Unmasked Estep 
Score: -25715788.000000 Penalty: 6056.732910
	Iteration 14Q: 3 clusters Score -2.571579e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 199388 members 
Entering Unmasked Estep 
Score: -25715876.000000 Penalty: 6056.732910
	Iteration 15Q: 3 clusters Score -2.571588e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 199646 members 
Entering Unmasked Estep 
Score: -25715952.000000 Penalty: 6056.732910
	Iteration 16Q: 3 clusters Score -2.571595e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 199835 members 
Entering Unmasked Estep 
Score: -25715980.000000 Penalty: 6056.732910
	Iteration 17Q: 3 clusters Score -2.571598e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 199960 members 
Entering Unmasked Estep 
Score: -25716004.000000 Penalty: 6056.732910
	Iteration 18Q: 3 clusters Score -2.5716e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 200049 members 
Entering Unmasked Estep 
Score: -25716042.000000 Penalty: 6056.732910
	Iteration 19Q: 3 clusters Score -2.571604e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -25716076.000000 Penalty: 6056.732910
	Iteration 20F: 3 clusters Score -2.571608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 200153 members 
Entering Unmasked Estep 
Score: -25716100.000000 Penalty: 6056.732910
	Iteration 21Q: 3 clusters Score -2.57161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 200195 members 
Entering Unmasked Estep 
Score: -25716144.000000 Penalty: 6056.732910
	Iteration 22Q: 3 clusters Score -2.571614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 200215 members 
Entering Unmasked Estep 
Score: -25716162.000000 Penalty: 6056.732910
	Iteration 23Q: 3 clusters Score -2.571616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 200226 members 
Entering Unmasked Estep 
Score: -25716176.000000 Penalty: 6056.732910
	Iteration 24Q: 3 clusters Score -2.571618e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 200234 members 
Entering Unmasked Estep 
Score: -25716186.000000 Penalty: 6056.732910
	Iteration 25Q: 3 clusters Score -2.571619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 200249 members 
Entering Unmasked Estep 
Score: -25716170.000000 Penalty: 6056.732910
	Iteration 26Q: 3 clusters Score -2.571617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 200267 members 
Entering Unmasked Estep 
Score: -25716148.000000 Penalty: 6056.732910
	Iteration 27Q: 3 clusters Score -2.571615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 200276 members 
Entering Unmasked Estep 
Score: -25716154.000000 Penalty: 6056.732910
	Iteration 28Q: 3 clusters Score -2.571615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 200286 members 
Entering Unmasked Estep 
Score: -25716156.000000 Penalty: 6056.732910
	Iteration 29Q: 3 clusters Score -2.571616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 200295 members 
Entering Unmasked Estep 
Score: -25716156.000000 Penalty: 6056.732910
	Iteration 30Q: 3 clusters Score -2.571616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 200302 members 
Entering Unmasked Estep 
Score: -25716160.000000 Penalty: 6056.732910
	Iteration 31Q: 3 clusters Score -2.571616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 200304 members 
Entering Unmasked Estep 
Score: -25716168.000000 Penalty: 6056.732910
	Iteration 32Q: 3 clusters Score -2.571617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 200310 members 
Entering Unmasked Estep 
Score: -25716146.000000 Penalty: 6056.732910
	Iteration 33Q: 3 clusters Score -2.571615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 200318 members 
Entering Unmasked Estep 
Score: -25716150.000000 Penalty: 6056.732910
	Iteration 34Q: 3 clusters Score -2.571615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 200322 members 
Entering Unmasked Estep 
Score: -25716186.000000 Penalty: 6056.732910
	Iteration 35Q: 3 clusters Score -2.571619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 200328 members 
Entering Unmasked Estep 
Score: -25716166.000000 Penalty: 6056.732910
	Iteration 36Q: 3 clusters Score -2.571617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 200332 members 
Entering Unmasked Estep 
Score: -25716168.000000 Penalty: 6056.732910
	Iteration 37Q: 3 clusters Score -2.571617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 200334 members 
Entering Unmasked Estep 
Score: -25716160.000000 Penalty: 6056.732910
	Iteration 38Q: 3 clusters Score -2.571616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 200335 members 
Entering Unmasked Estep 
Score: -25716174.000000 Penalty: 6056.732910
	Iteration 39Q: 3 clusters Score -2.571617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 200335 members 
Entering Unmasked Estep 
Score: -25716174.000000 Penalty: 6056.732910
	Iteration 40F: 3 clusters Score -2.571617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Entering Unmasked Estep 
Score: -15738114.000000 Penalty: 2905.307861
	Iteration 0F: 2 clusters Score -1.573811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -15656473.000000 Penalty: 5810.615723
	Iteration 0F: 3 clusters Score -1.565647e+07 nChanged 58107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -15690335.000000 Penalty: 5810.615723
	Iteration 1F: 3 clusters Score -1.569034e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -15691820.000000 Penalty: 5810.615723
	Iteration 2Q: 3 clusters Score -1.569182e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -15694175.000000 Penalty: 5810.615723
	Iteration 3Q: 3 clusters Score -1.569418e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -15698167.000000 Penalty: 5810.615723
	Iteration 4F: 3 clusters Score -1.569817e+07 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -15704842.000000 Penalty: 5810.615723
	Iteration 5F: 3 clusters Score -1.570484e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -15714655.000000 Penalty: 5810.615723
	Iteration 6F: 3 clusters Score -1.571466e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -15724422.000000 Penalty: 5810.615723
	Iteration 7F: 3 clusters Score -1.572442e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -15730875.000000 Penalty: 5810.615723
	Iteration 8F: 3 clusters Score -1.573088e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 120025 members 
Entering Unmasked Estep 
Score: -15733794.000000 Penalty: 5810.615723
	Iteration 9Q: 3 clusters Score -1.573379e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -15734810.000000 Penalty: 5810.615723
	Iteration 10Q: 3 clusters Score -1.573481e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -15735206.000000 Penalty: 5810.615723
	Iteration 11Q: 3 clusters Score -1.573521e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 121772 members 
Entering Unmasked Estep 
Score: -15735384.000000 Penalty: 5810.615723
	Iteration 12Q: 3 clusters Score -1.573538e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -15735464.000000 Penalty: 5810.615723
	Iteration 13Q: 3 clusters Score -1.573546e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 121875 members 
Entering Unmasked Estep 
Score: -15735515.000000 Penalty: 5810.615723
	Iteration 14Q: 3 clusters Score -1.573552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -15735554.000000 Penalty: 5810.615723
	Iteration 15Q: 3 clusters Score -1.573555e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -15735571.000000 Penalty: 5810.615723
	Iteration 16Q: 3 clusters Score -1.573557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -15735600.000000 Penalty: 5810.615723
	Iteration 17Q: 3 clusters Score -1.57356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 121960 members 
Entering Unmasked Estep 
Score: -15735598.000000 Penalty: 5810.615723
	Iteration 18Q: 3 clusters Score -1.57356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -15735599.000000 Penalty: 5810.615723
	Iteration 19Q: 3 clusters Score -1.57356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -15735599.000000 Penalty: 5810.615723
	Iteration 20F: 3 clusters Score -1.57356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -15735608.000000 Penalty: 5810.615723
	Iteration 21Q: 3 clusters Score -1.573561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -15735611.000000 Penalty: 5810.615723
	Iteration 22Q: 3 clusters Score -1.573561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 121960 members 
Entering Unmasked Estep 
Score: -15735621.000000 Penalty: 5810.615723
	Iteration 23Q: 3 clusters Score -1.573562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -15735620.000000 Penalty: 5810.615723
	Iteration 24Q: 3 clusters Score -1.573562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -15735621.000000 Penalty: 5810.615723
	Iteration 25Q: 3 clusters Score -1.573562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -15735624.000000 Penalty: 5810.615723
	Iteration 26Q: 3 clusters Score -1.573562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 121967 members 
Entering Unmasked Estep 
Score: -15735620.000000 Penalty: 5810.615723
	Iteration 27Q: 3 clusters Score -1.573562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 121966 members 
Entering Unmasked Estep 
Score: -15735623.000000 Penalty: 5810.615723
	Iteration 28Q: 3 clusters Score -1.573562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 121966 members 
Entering Unmasked Estep 
Score: -15735623.000000 Penalty: 5810.615723
	Iteration 29F: 3 clusters Score -1.573562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Entering Unmasked Estep 
Score: -2523821.750000 Penalty: 2451.383301
	Iteration 0F: 2 clusters Score -2523822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2510070.750000 Penalty: 4902.766602
	Iteration 0F: 3 clusters Score -2510071 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2514494.500000 Penalty: 4902.766602
	Iteration 1F: 3 clusters Score -2514494 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2514814.250000 Penalty: 4902.766602
	Iteration 2F: 3 clusters Score -2514814 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2515046.000000 Penalty: 4902.766602
	Iteration 3Q: 3 clusters Score -2515046 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2515216.750000 Penalty: 4902.766602
	Iteration 4Q: 3 clusters Score -2515217 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2515381.000000 Penalty: 4902.766602
	Iteration 5Q: 3 clusters Score -2515381 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2515548.750000 Penalty: 4902.766602
	Iteration 6Q: 3 clusters Score -2515549 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2515740.500000 Penalty: 4902.766602
	Iteration 7Q: 3 clusters Score -2515740 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2516020.750000 Penalty: 4902.766602
	Iteration 8Q: 3 clusters Score -2516021 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2516477.250000 Penalty: 4902.766602
	Iteration 9Q: 3 clusters Score -2516477 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2517173.750000 Penalty: 4902.766602
	Iteration 10F: 3 clusters Score -2517174 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2518142.500000 Penalty: 4902.766602
	Iteration 11F: 3 clusters Score -2518142 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2519157.000000 Penalty: 4902.766602
	Iteration 12F: 3 clusters Score -2519157 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2520088.750000 Penalty: 4902.766602
	Iteration 13F: 3 clusters Score -2520089 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2520769.250000 Penalty: 4902.766602
	Iteration 14Q: 3 clusters Score -2520769 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2521174.500000 Penalty: 4902.766602
	Iteration 15Q: 3 clusters Score -2521174 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2521360.500000 Penalty: 4902.766602
	Iteration 16Q: 3 clusters Score -2521360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2521464.250000 Penalty: 4902.766602
	Iteration 17Q: 3 clusters Score -2521464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2521534.250000 Penalty: 4902.766602
	Iteration 18Q: 3 clusters Score -2521534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2521585.250000 Penalty: 4902.766602
	Iteration 19Q: 3 clusters Score -2521585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2521621.000000 Penalty: 4902.766602
	Iteration 20F: 3 clusters Score -2521621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2521645.500000 Penalty: 4902.766602
	Iteration 21Q: 3 clusters Score -2521646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2521652.250000 Penalty: 4902.766602
	Iteration 22Q: 3 clusters Score -2521652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2521660.250000 Penalty: 4902.766602
	Iteration 23Q: 3 clusters Score -2521660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2521664.500000 Penalty: 4902.766602
	Iteration 24Q: 3 clusters Score -2521664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2521669.000000 Penalty: 4902.766602
	Iteration 25Q: 3 clusters Score -2521669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2521673.000000 Penalty: 4902.766602
	Iteration 26Q: 3 clusters Score -2521673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2521673.000000 Penalty: 4902.766602
	Iteration 27F: 3 clusters Score -2521673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 61051 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 169650 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166000 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 182241 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201019 members 
Mstep: Class 19 contains 122388 members 
Mstep: Class 20 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700496.000000 Penalty: 69388.398438
Iteration 199Q: 21 clusters Score -1.497005e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 61072 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15397 members 
Mstep: Class 7 contains 169658 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 165997 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17139 members 
Mstep: Class 16 contains 182246 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201036 members 
Mstep: Class 19 contains 122373 members 
Mstep: Class 20 contains 19622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700544.000000 Penalty: 69388.398438
Iteration 200F: 21 clusters Score -1.497005e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 61095 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15379 members 
Mstep: Class 7 contains 169667 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166006 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 16 contains 182250 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201055 members 
Mstep: Class 19 contains 122351 members 
Mstep: Class 20 contains 19625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700448.000000 Penalty: 69388.398438
Iteration 201Q: 21 clusters Score -1.497004e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168602 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 61108 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15374 members 
Mstep: Class 7 contains 169656 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166015 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17098 members 
Mstep: Class 16 contains 182249 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201079 members 
Mstep: Class 19 contains 122331 members 
Mstep: Class 20 contains 19628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700464.000000 Penalty: 69388.398438
Iteration 202Q: 21 clusters Score -1.497005e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168604 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 61119 members 
Mstep: Class 4 contains 51921 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15363 members 
Mstep: Class 7 contains 169650 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166022 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17082 members 
Mstep: Class 16 contains 182245 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201105 members 
Mstep: Class 19 contains 122313 members 
Mstep: Class 20 contains 19629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700400.000000 Penalty: 69388.398438
Iteration 203Q: 21 clusters Score -1.497004e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 5341 members 
Mstep: Class 3 contains 61143 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15362 members 
Mstep: Class 7 contains 169632 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166034 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17062 members 
Mstep: Class 16 contains 182248 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201117 members 
Mstep: Class 19 contains 122288 members 
Mstep: Class 20 contains 19640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700432.000000 Penalty: 69388.398438
Iteration 204Q: 21 clusters Score -1.497004e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168588 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 61154 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15347 members 
Mstep: Class 7 contains 169628 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166073 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17049 members 
Mstep: Class 16 contains 182248 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201139 members 
Mstep: Class 19 contains 122259 members 
Mstep: Class 20 contains 19638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700304.000000 Penalty: 69388.398438
Iteration 205Q: 21 clusters Score -1.497003e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168578 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 61168 members 
Mstep: Class 4 contains 51927 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15341 members 
Mstep: Class 7 contains 169623 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166092 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 182260 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201154 members 
Mstep: Class 19 contains 122233 members 
Mstep: Class 20 contains 19633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700336.000000 Penalty: 69388.398438
Iteration 206Q: 21 clusters Score -1.497003e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168577 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 61181 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15332 members 
Mstep: Class 7 contains 169611 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166099 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17023 members 
Mstep: Class 16 contains 182264 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201176 members 
Mstep: Class 19 contains 122222 members 
Mstep: Class 20 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700480.000000 Penalty: 69388.398438
Iteration 207Q: 21 clusters Score -1.497005e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 61191 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15319 members 
Mstep: Class 7 contains 169587 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166110 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17016 members 
Mstep: Class 16 contains 182273 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201199 members 
Mstep: Class 19 contains 122206 members 
Mstep: Class 20 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700624.000000 Penalty: 69388.398438
Iteration 208Q: 21 clusters Score -1.497006e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168596 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 61202 members 
Mstep: Class 4 contains 51920 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15306 members 
Mstep: Class 7 contains 169569 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166112 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17011 members 
Mstep: Class 16 contains 182279 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201227 members 
Mstep: Class 19 contains 122188 members 
Mstep: Class 20 contains 19634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700640.000000 Penalty: 69388.398438
Iteration 209Q: 21 clusters Score -1.497006e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 5348 members 
Mstep: Class 3 contains 61208 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15300 members 
Mstep: Class 7 contains 169560 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166123 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 16 contains 182281 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201241 members 
Mstep: Class 19 contains 122163 members 
Mstep: Class 20 contains 19639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700592.000000 Penalty: 69388.398438
Iteration 210Q: 21 clusters Score -1.497006e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 61216 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15297 members 
Mstep: Class 7 contains 169541 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166131 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16992 members 
Mstep: Class 16 contains 182283 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201261 members 
Mstep: Class 19 contains 122139 members 
Mstep: Class 20 contains 19647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700480.000000 Penalty: 69388.398438
Iteration 211Q: 21 clusters Score -1.497005e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168615 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 61225 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15290 members 
Mstep: Class 7 contains 169538 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166140 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16985 members 
Mstep: Class 16 contains 182286 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201266 members 
Mstep: Class 19 contains 122118 members 
Mstep: Class 20 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700368.000000 Penalty: 69388.398438
Iteration 212Q: 21 clusters Score -1.497004e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 61228 members 
Mstep: Class 4 contains 51927 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 169536 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166158 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 182293 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201262 members 
Mstep: Class 19 contains 122098 members 
Mstep: Class 20 contains 19651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700384.000000 Penalty: 69388.398438
Iteration 213Q: 21 clusters Score -1.497004e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 61235 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15277 members 
Mstep: Class 7 contains 169533 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166166 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16974 members 
Mstep: Class 16 contains 182299 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201264 members 
Mstep: Class 19 contains 122085 members 
Mstep: Class 20 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700320.000000 Penalty: 69388.398438
Iteration 214Q: 21 clusters Score -1.497003e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 61240 members 
Mstep: Class 4 contains 51931 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15268 members 
Mstep: Class 7 contains 169531 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166171 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 182305 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201272 members 
Mstep: Class 19 contains 122067 members 
Mstep: Class 20 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700400.000000 Penalty: 69388.398438
Iteration 215Q: 21 clusters Score -1.497004e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 61244 members 
Mstep: Class 4 contains 51932 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15260 members 
Mstep: Class 7 contains 169538 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166166 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 182315 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201266 members 
Mstep: Class 19 contains 122059 members 
Mstep: Class 20 contains 19638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700448.000000 Penalty: 69388.398438
Iteration 216Q: 21 clusters Score -1.497004e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168650 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 61249 members 
Mstep: Class 4 contains 51929 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15254 members 
Mstep: Class 7 contains 169537 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166170 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 182322 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201271 members 
Mstep: Class 19 contains 122054 members 
Mstep: Class 20 contains 19629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700480.000000 Penalty: 69388.398438
Iteration 217Q: 21 clusters Score -1.497005e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 61257 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15247 members 
Mstep: Class 7 contains 169542 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166171 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 182322 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201278 members 
Mstep: Class 19 contains 122052 members 
Mstep: Class 20 contains 19615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700576.000000 Penalty: 69388.398438
Iteration 218Q: 21 clusters Score -1.497006e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 5373 members 
Mstep: Class 3 contains 61266 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 169553 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166180 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16942 members 
Mstep: Class 16 contains 182327 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201270 members 
Mstep: Class 19 contains 122044 members 
Mstep: Class 20 contains 19607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700576.000000 Penalty: 69388.398438
Iteration 219Q: 21 clusters Score -1.497006e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 61275 members 
Mstep: Class 4 contains 51927 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15232 members 
Mstep: Class 7 contains 169558 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166191 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16924 members 
Mstep: Class 16 contains 182327 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201268 members 
Mstep: Class 19 contains 122037 members 
Mstep: Class 20 contains 19604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700560.000000 Penalty: 69388.398438
Iteration 220F: 21 clusters Score -1.497006e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 61288 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15223 members 
Mstep: Class 7 contains 169566 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166193 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16912 members 
Mstep: Class 16 contains 182334 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201272 members 
Mstep: Class 19 contains 122037 members 
Mstep: Class 20 contains 19587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700576.000000 Penalty: 69388.398438
Iteration 221Q: 21 clusters Score -1.497006e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168672 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 61301 members 
Mstep: Class 4 contains 51931 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15222 members 
Mstep: Class 7 contains 169545 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166221 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16902 members 
Mstep: Class 16 contains 182338 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201271 members 
Mstep: Class 19 contains 122030 members 
Mstep: Class 20 contains 19581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700560.000000 Penalty: 69388.398438
Iteration 222Q: 21 clusters Score -1.497006e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 61314 members 
Mstep: Class 4 contains 51933 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 169524 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2458 members 
Mstep: Class 11 contains 166230 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16892 members 
Mstep: Class 16 contains 182345 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201281 members 
Mstep: Class 19 contains 122020 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700512.000000 Penalty: 69388.398438
Iteration 223Q: 21 clusters Score -1.497005e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168690 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 61325 members 
Mstep: Class 4 contains 51934 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15217 members 
Mstep: Class 7 contains 169526 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166243 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 182338 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201279 members 
Mstep: Class 19 contains 122011 members 
Mstep: Class 20 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700384.000000 Penalty: 69388.398438
Iteration 224Q: 21 clusters Score -1.497004e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 61331 members 
Mstep: Class 4 contains 51936 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15211 members 
Mstep: Class 7 contains 169517 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166250 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 182336 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201284 members 
Mstep: Class 19 contains 122010 members 
Mstep: Class 20 contains 19555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700432.000000 Penalty: 69388.398438
Iteration 225Q: 21 clusters Score -1.497004e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168702 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 61335 members 
Mstep: Class 4 contains 51935 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15205 members 
Mstep: Class 7 contains 169522 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166260 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 182339 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201278 members 
Mstep: Class 19 contains 122012 members 
Mstep: Class 20 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700496.000000 Penalty: 69388.398438
Iteration 226Q: 21 clusters Score -1.497005e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61346 members 
Mstep: Class 4 contains 51938 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 169513 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166269 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 182344 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201265 members 
Mstep: Class 19 contains 122010 members 
Mstep: Class 20 contains 19543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700496.000000 Penalty: 69388.398438
Iteration 227Q: 21 clusters Score -1.497005e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168720 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61357 members 
Mstep: Class 4 contains 51939 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15195 members 
Mstep: Class 7 contains 169516 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166267 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 182347 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201257 members 
Mstep: Class 19 contains 122009 members 
Mstep: Class 20 contains 19544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700352.000000 Penalty: 69388.398438
Iteration 228Q: 21 clusters Score -1.497004e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61368 members 
Mstep: Class 4 contains 51937 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15192 members 
Mstep: Class 7 contains 169511 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166274 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16847 members 
Mstep: Class 16 contains 182350 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201248 members 
Mstep: Class 19 contains 122005 members 
Mstep: Class 20 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700400.000000 Penalty: 69388.398438
Iteration 229Q: 21 clusters Score -1.497004e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61374 members 
Mstep: Class 4 contains 51934 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15191 members 
Mstep: Class 7 contains 169520 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166280 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16845 members 
Mstep: Class 16 contains 182352 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201239 members 
Mstep: Class 19 contains 121999 members 
Mstep: Class 20 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700384.000000 Penalty: 69388.398438
Iteration 230Q: 21 clusters Score -1.497004e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61380 members 
Mstep: Class 4 contains 51932 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15191 members 
Mstep: Class 7 contains 169504 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166293 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16841 members 
Mstep: Class 16 contains 182356 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201239 members 
Mstep: Class 19 contains 121995 members 
Mstep: Class 20 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700352.000000 Penalty: 69388.398438
Iteration 231Q: 21 clusters Score -1.497004e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61387 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 169498 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166294 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16837 members 
Mstep: Class 16 contains 182361 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201233 members 
Mstep: Class 19 contains 121995 members 
Mstep: Class 20 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700384.000000 Penalty: 69388.398438
Iteration 232Q: 21 clusters Score -1.497004e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61396 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15193 members 
Mstep: Class 7 contains 169501 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166292 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16829 members 
Mstep: Class 16 contains 182363 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201229 members 
Mstep: Class 19 contains 121993 members 
Mstep: Class 20 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700256.000000 Penalty: 69388.398438
Iteration 233Q: 21 clusters Score -1.497003e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168742 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61407 members 
Mstep: Class 4 contains 51928 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15192 members 
Mstep: Class 7 contains 169493 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166293 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16820 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201237 members 
Mstep: Class 19 contains 121996 members 
Mstep: Class 20 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700176.000000 Penalty: 69388.398438
Iteration 234Q: 21 clusters Score -1.497002e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61415 members 
Mstep: Class 4 contains 51927 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15190 members 
Mstep: Class 7 contains 169486 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166298 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16811 members 
Mstep: Class 16 contains 182354 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201241 members 
Mstep: Class 19 contains 121995 members 
Mstep: Class 20 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700160.000000 Penalty: 69388.398438
Iteration 235Q: 21 clusters Score -1.497002e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168754 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61421 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15188 members 
Mstep: Class 7 contains 169480 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166303 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16804 members 
Mstep: Class 16 contains 182356 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201239 members 
Mstep: Class 19 contains 121995 members 
Mstep: Class 20 contains 19543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700192.000000 Penalty: 69388.398438
Iteration 236Q: 21 clusters Score -1.497002e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61426 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15185 members 
Mstep: Class 7 contains 169469 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166314 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16799 members 
Mstep: Class 16 contains 182357 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201239 members 
Mstep: Class 19 contains 121994 members 
Mstep: Class 20 contains 19544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700112.000000 Penalty: 69388.398438
Iteration 237Q: 21 clusters Score -1.497001e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 61434 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15175 members 
Mstep: Class 7 contains 169460 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166323 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16797 members 
Mstep: Class 16 contains 182358 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201237 members 
Mstep: Class 19 contains 121995 members 
Mstep: Class 20 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700176.000000 Penalty: 69388.398438
Iteration 238Q: 21 clusters Score -1.497002e+08 nChanged 80
Entering ConstructFrom: 
Score: -149700176.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Entering Unmasked Estep 
Score: -21688940.000000 Penalty: 2984.987305
	Iteration 0F: 2 clusters Score -2.168894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -21576888.000000 Penalty: 5969.974609
	Iteration 0F: 3 clusters Score -2.157689e+07 nChanged 80703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -21624100.000000 Penalty: 5969.974609
	Iteration 1F: 3 clusters Score -2.16241e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -21625320.000000 Penalty: 5969.974609
	Iteration 2Q: 3 clusters Score -2.162532e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -21626986.000000 Penalty: 5969.974609
	Iteration 3Q: 3 clusters Score -2.162699e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -21629886.000000 Penalty: 5969.974609
	Iteration 4Q: 3 clusters Score -2.162989e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -21634654.000000 Penalty: 5969.974609
	Iteration 5Q: 3 clusters Score -2.163465e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -21641990.000000 Penalty: 5969.974609
	Iteration 6F: 3 clusters Score -2.164199e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -21652340.000000 Penalty: 5969.974609
	Iteration 7F: 3 clusters Score -2.165234e+07 nChanged 12313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -21663294.000000 Penalty: 5969.974609
	Iteration 8F: 3 clusters Score -2.166329e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -21672410.000000 Penalty: 5969.974609
	Iteration 9F: 3 clusters Score -2.167241e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -21678582.000000 Penalty: 5969.974609
	Iteration 10Q: 3 clusters Score -2.167858e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -21681900.000000 Penalty: 5969.974609
	Iteration 11Q: 3 clusters Score -2.16819e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -21683780.000000 Penalty: 5969.974609
	Iteration 12Q: 3 clusters Score -2.168378e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165714 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -21684788.000000 Penalty: 5969.974609
	Iteration 13Q: 3 clusters Score -2.168479e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166588 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -21685330.000000 Penalty: 5969.974609
	Iteration 14Q: 3 clusters Score -2.168533e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21685718.000000 Penalty: 5969.974609
	Iteration 15Q: 3 clusters Score -2.168572e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -21685864.000000 Penalty: 5969.974609
	Iteration 16Q: 3 clusters Score -2.168586e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21686012.000000 Penalty: 5969.974609
	Iteration 17Q: 3 clusters Score -2.168601e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21686110.000000 Penalty: 5969.974609
	Iteration 18Q: 3 clusters Score -2.168611e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21686194.000000 Penalty: 5969.974609
	Iteration 19Q: 3 clusters Score -2.168619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21686290.000000 Penalty: 5969.974609
	Iteration 20F: 3 clusters Score -2.168629e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21686354.000000 Penalty: 5969.974609
	Iteration 21Q: 3 clusters Score -2.168635e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21686390.000000 Penalty: 5969.974609
	Iteration 22Q: 3 clusters Score -2.168639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168059 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21686402.000000 Penalty: 5969.974609
	Iteration 23Q: 3 clusters Score -2.16864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168082 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21686418.000000 Penalty: 5969.974609
	Iteration 24Q: 3 clusters Score -2.168642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168096 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21686414.000000 Penalty: 5969.974609
	Iteration 25Q: 3 clusters Score -2.168641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21686422.000000 Penalty: 5969.974609
	Iteration 26Q: 3 clusters Score -2.168642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21686410.000000 Penalty: 5969.974609
	Iteration 27Q: 3 clusters Score -2.168641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21686418.000000 Penalty: 5969.974609
	Iteration 28Q: 3 clusters Score -2.168642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168113 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -21686408.000000 Penalty: 5969.974609
	Iteration 29Q: 3 clusters Score -2.168641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21686406.000000 Penalty: 5969.974609
	Iteration 30Q: 3 clusters Score -2.168641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -21686404.000000 Penalty: 5969.974609
	Iteration 31Q: 3 clusters Score -2.16864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21686408.000000 Penalty: 5969.974609
	Iteration 32Q: 3 clusters Score -2.168641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168131 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21686418.000000 Penalty: 5969.974609
	Iteration 33Q: 3 clusters Score -2.168642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21686422.000000 Penalty: 5969.974609
	Iteration 34Q: 3 clusters Score -2.168642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21686424.000000 Penalty: 5969.974609
	Iteration 35Q: 3 clusters Score -2.168642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21686436.000000 Penalty: 5969.974609
	Iteration 36Q: 3 clusters Score -2.168644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168144 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21686426.000000 Penalty: 5969.974609
	Iteration 37Q: 3 clusters Score -2.168643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21686430.000000 Penalty: 5969.974609
	Iteration 38Q: 3 clusters Score -2.168643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21686430.000000 Penalty: 5969.974609
	Iteration 39F: 3 clusters Score -2.168643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Entering Unmasked Estep 
Score: -657646.562500 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -657646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -652923.250000 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -652923.2 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -654256.250000 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -654256.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -654732.562500 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -654732.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -655093.125000 Penalty: 4261.228516
	Iteration 3F: 3 clusters Score -655093.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -655356.000000 Penalty: 4261.228516
	Iteration 4F: 3 clusters Score -655356 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -655573.000000 Penalty: 4261.228516
	Iteration 5F: 3 clusters Score -655573 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -655755.062500 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -655755.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -655885.875000 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -655885.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -655979.750000 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -655979.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -656062.312500 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -656062.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -656123.937500 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -656123.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -656158.187500 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -656158.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -656185.500000 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -656185.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -656211.000000 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -656211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -656230.062500 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -656230.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -656247.312500 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -656247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -656259.312500 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -656259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -656264.625000 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -656264.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -656271.750000 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -656271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -656275.500000 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -656275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -656277.812500 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -656277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -656280.125000 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -656280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -656282.812500 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -656282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -656284.187500 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -656284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -656287.000000 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -656287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -656292.125000 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -656292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -656296.562500 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -656296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -656296.687500 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -656296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -656298.125000 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -656298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -656297.812500 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -656297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -656300.687500 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -656300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -656301.687500 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -656301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -656305.812500 Penalty: 4261.228516
	Iteration 32Q: 3 clusters Score -656305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -656310.875000 Penalty: 4261.228516
	Iteration 33Q: 3 clusters Score -656310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -656314.375000 Penalty: 4261.228516
	Iteration 34Q: 3 clusters Score -656314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -656315.875000 Penalty: 4261.228516
	Iteration 35Q: 3 clusters Score -656315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -656315.500000 Penalty: 4261.228516
	Iteration 36Q: 3 clusters Score -656315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -656317.250000 Penalty: 4261.228516
	Iteration 37Q: 3 clusters Score -656317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -656321.625000 Penalty: 4261.228516
	Iteration 38Q: 3 clusters Score -656321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -656323.375000 Penalty: 4261.228516
	Iteration 39Q: 3 clusters Score -656323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -656323.312500 Penalty: 4261.228516
	Iteration 40F: 3 clusters Score -656323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -656323.750000 Penalty: 4261.228516
	Iteration 41Q: 3 clusters Score -656323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -656325.187500 Penalty: 4261.228516
	Iteration 42Q: 3 clusters Score -656325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -656325.625000 Penalty: 4261.228516
	Iteration 43Q: 3 clusters Score -656325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -656325.625000 Penalty: 4261.228516
	Iteration 44F: 3 clusters Score -656325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Entering Unmasked Estep 
Score: -7668944.000000 Penalty: 2734.394287
	Iteration 0F: 2 clusters Score -7668944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7627703.000000 Penalty: 5468.788574
	Iteration 0F: 3 clusters Score -7627703 nChanged 28631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7643409.500000 Penalty: 5468.788574
	Iteration 1F: 3 clusters Score -7643410 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7643971.500000 Penalty: 5468.788574
	Iteration 2Q: 3 clusters Score -7643972 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -7644630.500000 Penalty: 5468.788574
	Iteration 3Q: 3 clusters Score -7644630 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -7645509.000000 Penalty: 5468.788574
	Iteration 4Q: 3 clusters Score -7645509 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -7646905.000000 Penalty: 5468.788574
	Iteration 5Q: 3 clusters Score -7646905 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7649061.000000 Penalty: 5468.788574
	Iteration 6F: 3 clusters Score -7649061 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -7652446.000000 Penalty: 5468.788574
	Iteration 7F: 3 clusters Score -7652446 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -7656867.500000 Penalty: 5468.788574
	Iteration 8F: 3 clusters Score -7656868 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -7661153.500000 Penalty: 5468.788574
	Iteration 9F: 3 clusters Score -7661154 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7664164.500000 Penalty: 5468.788574
	Iteration 10F: 3 clusters Score -7664164 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7665565.000000 Penalty: 5468.788574
	Iteration 11Q: 3 clusters Score -7665565 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7666117.500000 Penalty: 5468.788574
	Iteration 12Q: 3 clusters Score -7666118 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7666320.000000 Penalty: 5468.788574
	Iteration 13Q: 3 clusters Score -7666320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7666406.500000 Penalty: 5468.788574
	Iteration 14Q: 3 clusters Score -7666406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7666466.000000 Penalty: 5468.788574
	Iteration 15Q: 3 clusters Score -7666466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7666491.000000 Penalty: 5468.788574
	Iteration 16Q: 3 clusters Score -7666491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7666506.500000 Penalty: 5468.788574
	Iteration 17Q: 3 clusters Score -7666506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7666531.500000 Penalty: 5468.788574
	Iteration 18Q: 3 clusters Score -7666532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7666551.000000 Penalty: 5468.788574
	Iteration 19Q: 3 clusters Score -7666551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7666563.000000 Penalty: 5468.788574
	Iteration 20F: 3 clusters Score -7666563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7666566.500000 Penalty: 5468.788574
	Iteration 21Q: 3 clusters Score -7666566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7666563.000000 Penalty: 5468.788574
	Iteration 22Q: 3 clusters Score -7666563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7666566.000000 Penalty: 5468.788574
	Iteration 23Q: 3 clusters Score -7666566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7666578.000000 Penalty: 5468.788574
	Iteration 24Q: 3 clusters Score -7666578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7666584.000000 Penalty: 5468.788574
	Iteration 25Q: 3 clusters Score -7666584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7666581.000000 Penalty: 5468.788574
	Iteration 26Q: 3 clusters Score -7666581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7666581.000000 Penalty: 5468.788574
	Iteration 27F: 3 clusters Score -7666581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Entering Unmasked Estep 
Score: -6680641.500000 Penalty: 2692.664307
	Iteration 0F: 2 clusters Score -6680642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -6645882.500000 Penalty: 5385.328613
	Iteration 0F: 3 clusters Score -6645882 nChanged 23956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6658824.500000 Penalty: 5385.328613
	Iteration 1F: 3 clusters Score -6658824 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -6659303.000000 Penalty: 5385.328613
	Iteration 2Q: 3 clusters Score -6659303 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -6659741.000000 Penalty: 5385.328613
	Iteration 3Q: 3 clusters Score -6659741 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -6660188.500000 Penalty: 5385.328613
	Iteration 4Q: 3 clusters Score -6660188 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -6660883.000000 Penalty: 5385.328613
	Iteration 5Q: 3 clusters Score -6660883 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -6662018.500000 Penalty: 5385.328613
	Iteration 6Q: 3 clusters Score -6662018 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -6663731.000000 Penalty: 5385.328613
	Iteration 7F: 3 clusters Score -6663731 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -6666752.500000 Penalty: 5385.328613
	Iteration 8F: 3 clusters Score -6666752 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -6670591.500000 Penalty: 5385.328613
	Iteration 9F: 3 clusters Score -6670592 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6674190.000000 Penalty: 5385.328613
	Iteration 10F: 3 clusters Score -6674190 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -6676419.500000 Penalty: 5385.328613
	Iteration 11Q: 3 clusters Score -6676420 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -6677445.500000 Penalty: 5385.328613
	Iteration 12Q: 3 clusters Score -6677446 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -6677874.500000 Penalty: 5385.328613
	Iteration 13Q: 3 clusters Score -6677874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6678069.000000 Penalty: 5385.328613
	Iteration 14Q: 3 clusters Score -6678069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -6678159.500000 Penalty: 5385.328613
	Iteration 15Q: 3 clusters Score -6678160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6678202.500000 Penalty: 5385.328613
	Iteration 16Q: 3 clusters Score -6678202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6678215.500000 Penalty: 5385.328613
	Iteration 17Q: 3 clusters Score -6678216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -6678236.500000 Penalty: 5385.328613
	Iteration 18Q: 3 clusters Score -6678236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -6678249.000000 Penalty: 5385.328613
	Iteration 19Q: 3 clusters Score -6678249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -6678254.000000 Penalty: 5385.328613
	Iteration 20F: 3 clusters Score -6678254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6678261.500000 Penalty: 5385.328613
	Iteration 21Q: 3 clusters Score -6678262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -6678283.000000 Penalty: 5385.328613
	Iteration 22Q: 3 clusters Score -6678283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6678303.000000 Penalty: 5385.328613
	Iteration 23Q: 3 clusters Score -6678303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -6678309.500000 Penalty: 5385.328613
	Iteration 24Q: 3 clusters Score -6678310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -6678324.000000 Penalty: 5385.328613
	Iteration 25Q: 3 clusters Score -6678324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -6678333.000000 Penalty: 5385.328613
	Iteration 26Q: 3 clusters Score -6678333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6678337.000000 Penalty: 5385.328613
	Iteration 27Q: 3 clusters Score -6678337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6678339.500000 Penalty: 5385.328613
	Iteration 28Q: 3 clusters Score -6678340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6678339.500000 Penalty: 5385.328613
	Iteration 29F: 3 clusters Score -6678340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69661.828125 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69661.83 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70294.718750 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70294.72 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70968.632812 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70968.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71356.726562 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -71356.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -71468.429688 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -71468.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -71511.992188 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71511.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -71536.898438 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -71556.882812 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71556.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -71574.960938 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71574.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -71608.125000 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71608.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -71608.125000 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -71608.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 85 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 169450 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166330 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201242 members 
Mstep: Class 19 contains 121989 members 
Mstep: Class 20 contains 19547 members 
Mstep: Class 21 contains 582 members 
Entering Unmasked Estep 
Score: -149698912.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149700176.000000 to -149698912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Entering Unmasked Estep 
Score: -1928884.750000 Penalty: 2387.498291
	Iteration 0F: 2 clusters Score -1928885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1917883.625000 Penalty: 4774.996582
	Iteration 0F: 3 clusters Score -1917884 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1921455.750000 Penalty: 4774.996582
	Iteration 1F: 3 clusters Score -1921456 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1921860.375000 Penalty: 4774.996582
	Iteration 2F: 3 clusters Score -1921860 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1922263.125000 Penalty: 4774.996582
	Iteration 3F: 3 clusters Score -1922263 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1922693.250000 Penalty: 4774.996582
	Iteration 4F: 3 clusters Score -1922693 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1923196.625000 Penalty: 4774.996582
	Iteration 5F: 3 clusters Score -1923197 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1923691.875000 Penalty: 4774.996582
	Iteration 6F: 3 clusters Score -1923692 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1924190.875000 Penalty: 4774.996582
	Iteration 7F: 3 clusters Score -1924191 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1924744.250000 Penalty: 4774.996582
	Iteration 8F: 3 clusters Score -1924744 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1925326.375000 Penalty: 4774.996582
	Iteration 9Q: 3 clusters Score -1925326 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1925860.500000 Penalty: 4774.996582
	Iteration 10Q: 3 clusters Score -1925860 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1926300.750000 Penalty: 4774.996582
	Iteration 11Q: 3 clusters Score -1926301 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1926599.250000 Penalty: 4774.996582
	Iteration 12Q: 3 clusters Score -1926599 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1926744.375000 Penalty: 4774.996582
	Iteration 13Q: 3 clusters Score -1926744 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1926819.000000 Penalty: 4774.996582
	Iteration 14Q: 3 clusters Score -1926819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1926861.250000 Penalty: 4774.996582
	Iteration 15Q: 3 clusters Score -1926861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1926905.625000 Penalty: 4774.996582
	Iteration 16Q: 3 clusters Score -1926906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1926942.875000 Penalty: 4774.996582
	Iteration 17Q: 3 clusters Score -1926943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1926969.750000 Penalty: 4774.996582
	Iteration 18Q: 3 clusters Score -1926970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1926986.875000 Penalty: 4774.996582
	Iteration 19Q: 3 clusters Score -1926987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1926992.625000 Penalty: 4774.996582
	Iteration 20F: 3 clusters Score -1926993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1927015.500000 Penalty: 4774.996582
	Iteration 21Q: 3 clusters Score -1927016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1927026.875000 Penalty: 4774.996582
	Iteration 22Q: 3 clusters Score -1927027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1927034.875000 Penalty: 4774.996582
	Iteration 23Q: 3 clusters Score -1927035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1927042.750000 Penalty: 4774.996582
	Iteration 24Q: 3 clusters Score -1927043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1927053.875000 Penalty: 4774.996582
	Iteration 25Q: 3 clusters Score -1927054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1927062.625000 Penalty: 4774.996582
	Iteration 26Q: 3 clusters Score -1927063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1927072.750000 Penalty: 4774.996582
	Iteration 27Q: 3 clusters Score -1927073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1927082.000000 Penalty: 4774.996582
	Iteration 28Q: 3 clusters Score -1927082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1927091.625000 Penalty: 4774.996582
	Iteration 29Q: 3 clusters Score -1927092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1927096.750000 Penalty: 4774.996582
	Iteration 30Q: 3 clusters Score -1927097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1927103.000000 Penalty: 4774.996582
	Iteration 31Q: 3 clusters Score -1927103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1927104.625000 Penalty: 4774.996582
	Iteration 32Q: 3 clusters Score -1927105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1927117.375000 Penalty: 4774.996582
	Iteration 33Q: 3 clusters Score -1927117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1927119.750000 Penalty: 4774.996582
	Iteration 34Q: 3 clusters Score -1927120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1927121.500000 Penalty: 4774.996582
	Iteration 35Q: 3 clusters Score -1927122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1927122.625000 Penalty: 4774.996582
	Iteration 36Q: 3 clusters Score -1927123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1927126.625000 Penalty: 4774.996582
	Iteration 37Q: 3 clusters Score -1927127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1927132.750000 Penalty: 4774.996582
	Iteration 38Q: 3 clusters Score -1927133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1927137.000000 Penalty: 4774.996582
	Iteration 39Q: 3 clusters Score -1927137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1927136.000000 Penalty: 4774.996582
	Iteration 40F: 3 clusters Score -1927136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1927140.875000 Penalty: 4774.996582
	Iteration 41Q: 3 clusters Score -1927141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1927146.875000 Penalty: 4774.996582
	Iteration 42Q: 3 clusters Score -1927147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1927150.875000 Penalty: 4774.996582
	Iteration 43Q: 3 clusters Score -1927151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1927156.875000 Penalty: 4774.996582
	Iteration 44Q: 3 clusters Score -1927157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1927158.250000 Penalty: 4774.996582
	Iteration 45Q: 3 clusters Score -1927158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1927159.375000 Penalty: 4774.996582
	Iteration 46Q: 3 clusters Score -1927159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1927169.125000 Penalty: 4774.996582
	Iteration 47Q: 3 clusters Score -1927169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1927178.750000 Penalty: 4774.996582
	Iteration 48Q: 3 clusters Score -1927179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1927177.250000 Penalty: 4774.996582
	Iteration 49Q: 3 clusters Score -1927177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1927184.250000 Penalty: 4774.996582
	Iteration 50Q: 3 clusters Score -1927184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1927189.500000 Penalty: 4774.996582
	Iteration 51Q: 3 clusters Score -1927190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1927189.750000 Penalty: 4774.996582
	Iteration 52Q: 3 clusters Score -1927190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1927192.750000 Penalty: 4774.996582
	Iteration 53Q: 3 clusters Score -1927193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1927191.625000 Penalty: 4774.996582
	Iteration 54Q: 3 clusters Score -1927192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1927195.125000 Penalty: 4774.996582
	Iteration 55Q: 3 clusters Score -1927195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1927197.500000 Penalty: 4774.996582
	Iteration 56Q: 3 clusters Score -1927198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1927199.875000 Penalty: 4774.996582
	Iteration 57Q: 3 clusters Score -1927200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1927204.250000 Penalty: 4774.996582
	Iteration 58Q: 3 clusters Score -1927204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1927205.625000 Penalty: 4774.996582
	Iteration 59Q: 3 clusters Score -1927206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1927211.125000 Penalty: 4774.996582
	Iteration 60F: 3 clusters Score -1927211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1927211.250000 Penalty: 4774.996582
	Iteration 61Q: 3 clusters Score -1927211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1927211.750000 Penalty: 4774.996582
	Iteration 62Q: 3 clusters Score -1927212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1927212.500000 Penalty: 4774.996582
	Iteration 63Q: 3 clusters Score -1927212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1927211.250000 Penalty: 4774.996582
	Iteration 64Q: 3 clusters Score -1927211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1927213.875000 Penalty: 4774.996582
	Iteration 65Q: 3 clusters Score -1927214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1927215.375000 Penalty: 4774.996582
	Iteration 66Q: 3 clusters Score -1927215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1927216.750000 Penalty: 4774.996582
	Iteration 67Q: 3 clusters Score -1927217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1927214.125000 Penalty: 4774.996582
	Iteration 68Q: 3 clusters Score -1927214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1927215.500000 Penalty: 4774.996582
	Iteration 69Q: 3 clusters Score -1927216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1927214.875000 Penalty: 4774.996582
	Iteration 70Q: 3 clusters Score -1927215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1927214.625000 Penalty: 4774.996582
	Iteration 71Q: 3 clusters Score -1927215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1927217.250000 Penalty: 4774.996582
	Iteration 72Q: 3 clusters Score -1927217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1927217.250000 Penalty: 4774.996582
	Iteration 73F: 3 clusters Score -1927217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Entering Unmasked Estep 
Score: -21780256.000000 Penalty: 2985.997559
	Iteration 0F: 2 clusters Score -2.178026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -21667226.000000 Penalty: 5971.995117
	Iteration 0F: 3 clusters Score -2.166723e+07 nChanged 81106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -21714092.000000 Penalty: 5971.995117
	Iteration 1F: 3 clusters Score -2.171409e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -21714980.000000 Penalty: 5971.995117
	Iteration 2Q: 3 clusters Score -2.171498e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -21715776.000000 Penalty: 5971.995117
	Iteration 3Q: 3 clusters Score -2.171578e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -21716876.000000 Penalty: 5971.995117
	Iteration 4Q: 3 clusters Score -2.171688e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -21718204.000000 Penalty: 5971.995117
	Iteration 5Q: 3 clusters Score -2.17182e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 79513 members 
Entering Unmasked Estep 
Score: -21720088.000000 Penalty: 5971.995117
	Iteration 6Q: 3 clusters Score -2.172009e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -21722828.000000 Penalty: 5971.995117
	Iteration 7Q: 3 clusters Score -2.172283e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -21727420.000000 Penalty: 5971.995117
	Iteration 8Q: 3 clusters Score -2.172742e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -21734288.000000 Penalty: 5971.995117
	Iteration 9F: 3 clusters Score -2.173429e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 63842 members 
Entering Unmasked Estep 
Score: -21742758.000000 Penalty: 5971.995117
	Iteration 10F: 3 clusters Score -2.174276e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -21750342.000000 Penalty: 5971.995117
	Iteration 11F: 3 clusters Score -2.175034e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111680 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -21754290.000000 Penalty: 5971.995117
	Iteration 12Q: 3 clusters Score -2.175429e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -21755774.000000 Penalty: 5971.995117
	Iteration 13Q: 3 clusters Score -2.175577e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -21756848.000000 Penalty: 5971.995117
	Iteration 14Q: 3 clusters Score -2.175685e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -21757764.000000 Penalty: 5971.995117
	Iteration 15Q: 3 clusters Score -2.175776e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -21758644.000000 Penalty: 5971.995117
	Iteration 16Q: 3 clusters Score -2.175864e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -21759444.000000 Penalty: 5971.995117
	Iteration 17Q: 3 clusters Score -2.175944e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -21760406.000000 Penalty: 5971.995117
	Iteration 18Q: 3 clusters Score -2.176041e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128465 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -21761342.000000 Penalty: 5971.995117
	Iteration 19Q: 3 clusters Score -2.176134e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -21762544.000000 Penalty: 5971.995117
	Iteration 20F: 3 clusters Score -2.176254e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133854 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -21763576.000000 Penalty: 5971.995117
	Iteration 21Q: 3 clusters Score -2.176358e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136455 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -21764488.000000 Penalty: 5971.995117
	Iteration 22Q: 3 clusters Score -2.176449e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139006 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -21765536.000000 Penalty: 5971.995117
	Iteration 23Q: 3 clusters Score -2.176554e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -21766410.000000 Penalty: 5971.995117
	Iteration 24Q: 3 clusters Score -2.176641e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -21767566.000000 Penalty: 5971.995117
	Iteration 25Q: 3 clusters Score -2.176757e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146248 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -21768566.000000 Penalty: 5971.995117
	Iteration 26Q: 3 clusters Score -2.176857e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -21769510.000000 Penalty: 5971.995117
	Iteration 27Q: 3 clusters Score -2.176951e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -21770542.000000 Penalty: 5971.995117
	Iteration 28Q: 3 clusters Score -2.177054e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -21771456.000000 Penalty: 5971.995117
	Iteration 29Q: 3 clusters Score -2.177146e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -21772458.000000 Penalty: 5971.995117
	Iteration 30Q: 3 clusters Score -2.177246e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -21773112.000000 Penalty: 5971.995117
	Iteration 31Q: 3 clusters Score -2.177311e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158344 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -21773870.000000 Penalty: 5971.995117
	Iteration 32Q: 3 clusters Score -2.177387e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -21774652.000000 Penalty: 5971.995117
	Iteration 33Q: 3 clusters Score -2.177465e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161283 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -21775410.000000 Penalty: 5971.995117
	Iteration 34Q: 3 clusters Score -2.177541e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -21776074.000000 Penalty: 5971.995117
	Iteration 35Q: 3 clusters Score -2.177607e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -21776594.000000 Penalty: 5971.995117
	Iteration 36Q: 3 clusters Score -2.177659e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -21776900.000000 Penalty: 5971.995117
	Iteration 37Q: 3 clusters Score -2.17769e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -21777236.000000 Penalty: 5971.995117
	Iteration 38Q: 3 clusters Score -2.177724e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165401 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -21777554.000000 Penalty: 5971.995117
	Iteration 39Q: 3 clusters Score -2.177755e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21777684.000000 Penalty: 5971.995117
	Iteration 40F: 3 clusters Score -2.177768e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -21777764.000000 Penalty: 5971.995117
	Iteration 41Q: 3 clusters Score -2.177776e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21777804.000000 Penalty: 5971.995117
	Iteration 42Q: 3 clusters Score -2.17778e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21777876.000000 Penalty: 5971.995117
	Iteration 43Q: 3 clusters Score -2.177788e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166768 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21777980.000000 Penalty: 5971.995117
	Iteration 44Q: 3 clusters Score -2.177798e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -21778020.000000 Penalty: 5971.995117
	Iteration 45Q: 3 clusters Score -2.177802e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21778064.000000 Penalty: 5971.995117
	Iteration 46Q: 3 clusters Score -2.177806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167119 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -21778088.000000 Penalty: 5971.995117
	Iteration 47Q: 3 clusters Score -2.177809e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167202 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21778150.000000 Penalty: 5971.995117
	Iteration 48Q: 3 clusters Score -2.177815e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -21778180.000000 Penalty: 5971.995117
	Iteration 49Q: 3 clusters Score -2.177818e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167337 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -21778244.000000 Penalty: 5971.995117
	Iteration 50Q: 3 clusters Score -2.177824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21778262.000000 Penalty: 5971.995117
	Iteration 51Q: 3 clusters Score -2.177826e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21778282.000000 Penalty: 5971.995117
	Iteration 52Q: 3 clusters Score -2.177828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -21778274.000000 Penalty: 5971.995117
	Iteration 53Q: 3 clusters Score -2.177827e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21778260.000000 Penalty: 5971.995117
	Iteration 54Q: 3 clusters Score -2.177826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167574 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -21778254.000000 Penalty: 5971.995117
	Iteration 55Q: 3 clusters Score -2.177825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167611 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21778274.000000 Penalty: 5971.995117
	Iteration 56Q: 3 clusters Score -2.177827e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21778264.000000 Penalty: 5971.995117
	Iteration 57Q: 3 clusters Score -2.177826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167688 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21778266.000000 Penalty: 5971.995117
	Iteration 58Q: 3 clusters Score -2.177827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -21778270.000000 Penalty: 5971.995117
	Iteration 59Q: 3 clusters Score -2.177827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167745 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -21778256.000000 Penalty: 5971.995117
	Iteration 60F: 3 clusters Score -2.177826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21778260.000000 Penalty: 5971.995117
	Iteration 61Q: 3 clusters Score -2.177826e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167791 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21778262.000000 Penalty: 5971.995117
	Iteration 62Q: 3 clusters Score -2.177826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -21778268.000000 Penalty: 5971.995117
	Iteration 63Q: 3 clusters Score -2.177827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -21778230.000000 Penalty: 5971.995117
	Iteration 64Q: 3 clusters Score -2.177823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167840 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -21778244.000000 Penalty: 5971.995117
	Iteration 65Q: 3 clusters Score -2.177824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167847 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21778244.000000 Penalty: 5971.995117
	Iteration 66Q: 3 clusters Score -2.177824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167859 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21778250.000000 Penalty: 5971.995117
	Iteration 67Q: 3 clusters Score -2.177825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -21778268.000000 Penalty: 5971.995117
	Iteration 68Q: 3 clusters Score -2.177827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167890 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21778242.000000 Penalty: 5971.995117
	Iteration 69Q: 3 clusters Score -2.177824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167905 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21778240.000000 Penalty: 5971.995117
	Iteration 70Q: 3 clusters Score -2.177824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167920 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21778262.000000 Penalty: 5971.995117
	Iteration 71Q: 3 clusters Score -2.177826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167933 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21778250.000000 Penalty: 5971.995117
	Iteration 72Q: 3 clusters Score -2.177825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167948 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21778244.000000 Penalty: 5971.995117
	Iteration 73Q: 3 clusters Score -2.177824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167962 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -21778228.000000 Penalty: 5971.995117
	Iteration 74Q: 3 clusters Score -2.177823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167969 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -21778218.000000 Penalty: 5971.995117
	Iteration 75Q: 3 clusters Score -2.177822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167976 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -21778218.000000 Penalty: 5971.995117
	Iteration 76Q: 3 clusters Score -2.177822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167980 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -21778210.000000 Penalty: 5971.995117
	Iteration 77Q: 3 clusters Score -2.177821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -21778226.000000 Penalty: 5971.995117
	Iteration 78Q: 3 clusters Score -2.177823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21778226.000000 Penalty: 5971.995117
	Iteration 79Q: 3 clusters Score -2.177823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21778226.000000 Penalty: 5971.995117
	Iteration 80F: 3 clusters Score -2.177823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21778224.000000 Penalty: 5971.995117
	Iteration 81Q: 3 clusters Score -2.177822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21778234.000000 Penalty: 5971.995117
	Iteration 82Q: 3 clusters Score -2.177823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21778226.000000 Penalty: 5971.995117
	Iteration 83Q: 3 clusters Score -2.177823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21778226.000000 Penalty: 5971.995117
	Iteration 84F: 3 clusters Score -2.177823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -217645.953125 Penalty: 1863.399902
	Iteration 0F: 2 clusters Score -217646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215137.265625 Penalty: 3726.799805
	Iteration 0F: 3 clusters Score -215137.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215613.125000 Penalty: 3726.799805
	Iteration 1F: 3 clusters Score -215613.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -215770.703125 Penalty: 3726.799805
	Iteration 2F: 3 clusters Score -215770.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215850.656250 Penalty: 3726.799805
	Iteration 3Q: 3 clusters Score -215850.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215915.593750 Penalty: 3726.799805
	Iteration 4Q: 3 clusters Score -215915.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215963.203125 Penalty: 3726.799805
	Iteration 5Q: 3 clusters Score -215963.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -215990.734375 Penalty: 3726.799805
	Iteration 6Q: 3 clusters Score -215990.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216004.156250 Penalty: 3726.799805
	Iteration 7Q: 3 clusters Score -216004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216017.546875 Penalty: 3726.799805
	Iteration 8Q: 3 clusters Score -216017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216026.906250 Penalty: 3726.799805
	Iteration 9Q: 3 clusters Score -216026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216030.546875 Penalty: 3726.799805
	Iteration 10Q: 3 clusters Score -216030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216034.968750 Penalty: 3726.799805
	Iteration 11Q: 3 clusters Score -216035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216038.328125 Penalty: 3726.799805
	Iteration 12Q: 3 clusters Score -216038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216044.515625 Penalty: 3726.799805
	Iteration 13Q: 3 clusters Score -216044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -216054.453125 Penalty: 3726.799805
	Iteration 14Q: 3 clusters Score -216054.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -216068.687500 Penalty: 3726.799805
	Iteration 15Q: 3 clusters Score -216068.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216087.843750 Penalty: 3726.799805
	Iteration 16Q: 3 clusters Score -216087.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216119.640625 Penalty: 3726.799805
	Iteration 17Q: 3 clusters Score -216119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -216139.625000 Penalty: 3726.799805
	Iteration 18Q: 3 clusters Score -216139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -216152.093750 Penalty: 3726.799805
	Iteration 19Q: 3 clusters Score -216152.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -216161.937500 Penalty: 3726.799805
	Iteration 20F: 3 clusters Score -216161.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216173.140625 Penalty: 3726.799805
	Iteration 21Q: 3 clusters Score -216173.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -216179.515625 Penalty: 3726.799805
	Iteration 22Q: 3 clusters Score -216179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -216181.453125 Penalty: 3726.799805
	Iteration 23Q: 3 clusters Score -216181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216182.359375 Penalty: 3726.799805
	Iteration 24Q: 3 clusters Score -216182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216183.359375 Penalty: 3726.799805
	Iteration 25Q: 3 clusters Score -216183.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216183.359375 Penalty: 3726.799805
	Iteration 26F: 3 clusters Score -216183.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 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 290 members 
Entering Unmasked Estep 
Score: -63731.269531 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63731.27 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64124.332031 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64124.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64271.304688 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64271.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64379.789062 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -64379.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64534.191406 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -64534.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64716.820312 Penalty: 3206.435791
	Iteration 5F: 3 clusters Score -64716.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64996.128906 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64996.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65280.917969 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65280.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65467.777344 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65467.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65514.312500 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65514.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65550.382812 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65550.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -65596.515625 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65596.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65632.289062 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65632.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65645.125000 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65645.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65655.898438 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65659.875000 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -65659.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65659.875000 Penalty: 3206.435791
	Iteration 16F: 3 clusters Score -65659.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 169450 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 198 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166330 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201242 members 
Mstep: Class 19 contains 121989 members 
Mstep: Class 20 contains 19547 members 
Mstep: Class 21 contains 444 members 
Entering Unmasked Estep 
Score: -149698720.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149700176.000000 to -149698720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -308490.031250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -308490 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 1199 members 
Entering Unmasked Estep 
Score: -305591.406250 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -305591.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -306122.718750 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -306122.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -306227.968750 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -306228 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306291.593750 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -306291.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306331.281250 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -306331.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -306364.468750 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -306364.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -306386.250000 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -306386.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -306408.468750 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -306408.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -306424.468750 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -306424.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -306432.187500 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -306432.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -306445.156250 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -306445.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306459.875000 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -306459.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -306467.812500 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -306467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -306474.093750 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -306474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -306479.468750 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -306479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306487.093750 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -306487.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -306493.468750 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -306493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -306498.156250 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -306498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306503.031250 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -306503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -306509.656250 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -306509.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -306516.781250 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -306516.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306523.375000 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -306523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306529.312500 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -306529.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -306532.312500 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -306532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306536.062500 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -306536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306537.843750 Penalty: 3872.121338
	Iteration 25Q: 3 clusters Score -306537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306538.500000 Penalty: 3872.121338
	Iteration 26Q: 3 clusters Score -306538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306539.750000 Penalty: 3872.121338
	Iteration 27Q: 3 clusters Score -306539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306541.750000 Penalty: 3872.121338
	Iteration 28Q: 3 clusters Score -306541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306545.093750 Penalty: 3872.121338
	Iteration 29Q: 3 clusters Score -306545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306545.812500 Penalty: 3872.121338
	Iteration 30Q: 3 clusters Score -306545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -306548.281250 Penalty: 3872.121338
	Iteration 31Q: 3 clusters Score -306548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -306550.250000 Penalty: 3872.121338
	Iteration 32Q: 3 clusters Score -306550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -306552.875000 Penalty: 3872.121338
	Iteration 33Q: 3 clusters Score -306552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306553.218750 Penalty: 3872.121338
	Iteration 34Q: 3 clusters Score -306553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -306553.218750 Penalty: 3872.121338
	Iteration 35F: 3 clusters Score -306553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Entering Unmasked Estep 
Score: -21324104.000000 Penalty: 2981.388916
	Iteration 0F: 2 clusters Score -2.13241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -21213036.000000 Penalty: 5962.777832
	Iteration 0F: 3 clusters Score -2.121304e+07 nChanged 79764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -21259278.000000 Penalty: 5962.777832
	Iteration 1F: 3 clusters Score -2.125928e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -21260622.000000 Penalty: 5962.777832
	Iteration 2Q: 3 clusters Score -2.126062e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -21262472.000000 Penalty: 5962.777832
	Iteration 3Q: 3 clusters Score -2.126247e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -21265250.000000 Penalty: 5962.777832
	Iteration 4Q: 3 clusters Score -2.126525e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -21269454.000000 Penalty: 5962.777832
	Iteration 5Q: 3 clusters Score -2.126945e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -21276448.000000 Penalty: 5962.777832
	Iteration 6F: 3 clusters Score -2.127645e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -21285220.000000 Penalty: 5962.777832
	Iteration 7F: 3 clusters Score -2.128522e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125158 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -21293558.000000 Penalty: 5962.777832
	Iteration 8F: 3 clusters Score -2.129356e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131138 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -21299780.000000 Penalty: 5962.777832
	Iteration 9F: 3 clusters Score -2.129978e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135500 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -21303568.000000 Penalty: 5962.777832
	Iteration 10Q: 3 clusters Score -2.130357e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -21305984.000000 Penalty: 5962.777832
	Iteration 11Q: 3 clusters Score -2.130598e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -21307980.000000 Penalty: 5962.777832
	Iteration 12Q: 3 clusters Score -2.130798e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145644 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -21309770.000000 Penalty: 5962.777832
	Iteration 13Q: 3 clusters Score -2.130977e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -21311276.000000 Penalty: 5962.777832
	Iteration 14Q: 3 clusters Score -2.131128e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -21312926.000000 Penalty: 5962.777832
	Iteration 15Q: 3 clusters Score -2.131293e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154387 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -21314600.000000 Penalty: 5962.777832
	Iteration 16Q: 3 clusters Score -2.13146e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -21315952.000000 Penalty: 5962.777832
	Iteration 17Q: 3 clusters Score -2.131595e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159112 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -21317294.000000 Penalty: 5962.777832
	Iteration 18Q: 3 clusters Score -2.131729e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160884 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -21318408.000000 Penalty: 5962.777832
	Iteration 19Q: 3 clusters Score -2.131841e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162313 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -21319308.000000 Penalty: 5962.777832
	Iteration 20F: 3 clusters Score -2.131931e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -21319988.000000 Penalty: 5962.777832
	Iteration 21Q: 3 clusters Score -2.131999e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -21320468.000000 Penalty: 5962.777832
	Iteration 22Q: 3 clusters Score -2.132047e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -21320916.000000 Penalty: 5962.777832
	Iteration 23Q: 3 clusters Score -2.132092e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164968 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21321122.000000 Penalty: 5962.777832
	Iteration 24Q: 3 clusters Score -2.132112e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165190 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21321256.000000 Penalty: 5962.777832
	Iteration 25Q: 3 clusters Score -2.132126e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165326 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -21321338.000000 Penalty: 5962.777832
	Iteration 26Q: 3 clusters Score -2.132134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165411 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21321382.000000 Penalty: 5962.777832
	Iteration 27Q: 3 clusters Score -2.132138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -21321428.000000 Penalty: 5962.777832
	Iteration 28Q: 3 clusters Score -2.132143e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165508 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21321432.000000 Penalty: 5962.777832
	Iteration 29Q: 3 clusters Score -2.132143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165544 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -21321458.000000 Penalty: 5962.777832
	Iteration 30Q: 3 clusters Score -2.132146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21321486.000000 Penalty: 5962.777832
	Iteration 31Q: 3 clusters Score -2.132149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21321526.000000 Penalty: 5962.777832
	Iteration 32Q: 3 clusters Score -2.132153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165615 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -21321542.000000 Penalty: 5962.777832
	Iteration 33Q: 3 clusters Score -2.132154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165634 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21321544.000000 Penalty: 5962.777832
	Iteration 34Q: 3 clusters Score -2.132154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21321534.000000 Penalty: 5962.777832
	Iteration 35Q: 3 clusters Score -2.132153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21321552.000000 Penalty: 5962.777832
	Iteration 36Q: 3 clusters Score -2.132155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165658 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -21321556.000000 Penalty: 5962.777832
	Iteration 37Q: 3 clusters Score -2.132156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21321542.000000 Penalty: 5962.777832
	Iteration 38Q: 3 clusters Score -2.132154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21321550.000000 Penalty: 5962.777832
	Iteration 39Q: 3 clusters Score -2.132155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21321566.000000 Penalty: 5962.777832
	Iteration 40F: 3 clusters Score -2.132157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165673 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21321554.000000 Penalty: 5962.777832
	Iteration 41Q: 3 clusters Score -2.132155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165679 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21321540.000000 Penalty: 5962.777832
	Iteration 42Q: 3 clusters Score -2.132154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165685 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -21321562.000000 Penalty: 5962.777832
	Iteration 43Q: 3 clusters Score -2.132156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -21321550.000000 Penalty: 5962.777832
	Iteration 44Q: 3 clusters Score -2.132155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165694 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21321550.000000 Penalty: 5962.777832
	Iteration 45Q: 3 clusters Score -2.132155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21321572.000000 Penalty: 5962.777832
	Iteration 46Q: 3 clusters Score -2.132157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165700 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21321560.000000 Penalty: 5962.777832
	Iteration 47Q: 3 clusters Score -2.132156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21321570.000000 Penalty: 5962.777832
	Iteration 48Q: 3 clusters Score -2.132157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21321568.000000 Penalty: 5962.777832
	Iteration 49Q: 3 clusters Score -2.132157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -21321568.000000 Penalty: 5962.777832
	Iteration 50Q: 3 clusters Score -2.132157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165717 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -21321586.000000 Penalty: 5962.777832
	Iteration 51Q: 3 clusters Score -2.132159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165720 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -21321586.000000 Penalty: 5962.777832
	Iteration 52Q: 3 clusters Score -2.132159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21321574.000000 Penalty: 5962.777832
	Iteration 53Q: 3 clusters Score -2.132157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21321574.000000 Penalty: 5962.777832
	Iteration 54F: 3 clusters Score -2.132157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -227763.078125 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -227763.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -225231.875000 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -225231.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -225675.812500 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -225675.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -225781.578125 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -225781.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -225827.546875 Penalty: 3720.810791
	Iteration 3Q: 3 clusters Score -225827.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -225862.437500 Penalty: 3720.810791
	Iteration 4Q: 3 clusters Score -225862.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225876.359375 Penalty: 3720.810791
	Iteration 5Q: 3 clusters Score -225876.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -225889.578125 Penalty: 3720.810791
	Iteration 6Q: 3 clusters Score -225889.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -225901.734375 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -225901.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225910.984375 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -225911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225914.500000 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -225914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -225918.625000 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -225918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -225921.484375 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -225921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -225924.703125 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -225924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -225929.062500 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -225929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -225932.000000 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -225932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -225933.359375 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -225933.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225934.171875 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -225934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -225935.515625 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -225935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -225936.140625 Penalty: 3720.810791
	Iteration 18Q: 3 clusters Score -225936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -225936.140625 Penalty: 3720.810791
	Iteration 19F: 3 clusters Score -225936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 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 257 members 
Entering Unmasked Estep 
Score: -52790.523438 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52790.52 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53213.675781 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -53213.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53691.863281 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53691.86 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54444.632812 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -54444.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54950.671875 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -54950.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55485.378906 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -55485.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 7F: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 169450 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166330 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201242 members 
Mstep: Class 19 contains 121989 members 
Mstep: Class 20 contains 19547 members 
Mstep: Class 21 contains 161 members 
Entering Unmasked Estep 
Score: -149699632.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149700176.000000 to -149699632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87804.578125 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87804.58 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88235.554688 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88235.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88460.507812 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88460.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88711.125000 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88711.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88875.242188 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -88875.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89029.960938 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -89029.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89111.593750 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -89111.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89161.796875 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89185.796875 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -89185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89203.703125 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -89203.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89209.695312 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -89209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89213.085938 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -89213.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89216.164062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -89216.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89221.406250 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -89221.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -89246.289062 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -89246.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89260.687500 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -89260.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89261.398438 Penalty: 3350.861328
	Iteration 16F: 3 clusters Score -89261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -89268.062500 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -89268.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89270.140625 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -89270.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89273.937500 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -89273.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89295.398438 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -89295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89359.617188 Penalty: 3350.861328
	Iteration 21Q: 3 clusters Score -89359.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89646.250000 Penalty: 3350.861328
	Iteration 22Q: 3 clusters Score -89646.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89692.507812 Penalty: 3350.861328
	Iteration 23Q: 3 clusters Score -89692.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89727.960938 Penalty: 3350.861328
	Iteration 24Q: 3 clusters Score -89727.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89767.851562 Penalty: 3350.861328
	Iteration 25Q: 3 clusters Score -89767.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89791.843750 Penalty: 3350.861328
	Iteration 26Q: 3 clusters Score -89791.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89822.570312 Penalty: 3350.861328
	Iteration 27Q: 3 clusters Score -89822.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89858.710938 Penalty: 3350.861328
	Iteration 28Q: 3 clusters Score -89858.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89885.609375 Penalty: 3350.861328
	Iteration 29Q: 3 clusters Score -89885.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89918.859375 Penalty: 3350.861328
	Iteration 30Q: 3 clusters Score -89918.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89954.492188 Penalty: 3350.861328
	Iteration 31Q: 3 clusters Score -89954.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89973.421875 Penalty: 3350.861328
	Iteration 32Q: 3 clusters Score -89973.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89993.609375 Penalty: 3350.861328
	Iteration 33Q: 3 clusters Score -89993.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90004.265625 Penalty: 3350.861328
	Iteration 34Q: 3 clusters Score -90004.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90005.664062 Penalty: 3350.861328
	Iteration 35Q: 3 clusters Score -90005.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90006.562500 Penalty: 3350.861328
	Iteration 36F: 3 clusters Score -90006.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90009.367188 Penalty: 3350.861328
	Iteration 37Q: 3 clusters Score -90009.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90009.367188 Penalty: 3350.861328
	Iteration 38F: 3 clusters Score -90009.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 169450 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166330 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201242 members 
Mstep: Class 19 contains 121989 members 
Mstep: Class 20 contains 19547 members 
Mstep: Class 21 contains 428 members 
Entering Unmasked Estep 
Score: -149698816.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149700176.000000 to -149698816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Entering Unmasked Estep 
Score: -2148140.500000 Penalty: 2412.721924
	Iteration 0F: 2 clusters Score -2148140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2136046.000000 Penalty: 4825.443848
	Iteration 0F: 3 clusters Score -2136046 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2139990.750000 Penalty: 4825.443848
	Iteration 1F: 3 clusters Score -2139991 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2140309.500000 Penalty: 4825.443848
	Iteration 2F: 3 clusters Score -2140310 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2140548.750000 Penalty: 4825.443848
	Iteration 3Q: 3 clusters Score -2140549 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2140773.750000 Penalty: 4825.443848
	Iteration 4Q: 3 clusters Score -2140774 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2140953.750000 Penalty: 4825.443848
	Iteration 5Q: 3 clusters Score -2140954 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2141121.500000 Penalty: 4825.443848
	Iteration 6Q: 3 clusters Score -2141122 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2141287.500000 Penalty: 4825.443848
	Iteration 7Q: 3 clusters Score -2141288 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2141465.000000 Penalty: 4825.443848
	Iteration 8Q: 3 clusters Score -2141465 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2141723.000000 Penalty: 4825.443848
	Iteration 9Q: 3 clusters Score -2141723 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2142071.250000 Penalty: 4825.443848
	Iteration 10Q: 3 clusters Score -2142071 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2142535.750000 Penalty: 4825.443848
	Iteration 11Q: 3 clusters Score -2142536 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2143114.750000 Penalty: 4825.443848
	Iteration 12Q: 3 clusters Score -2143115 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2143871.000000 Penalty: 4825.443848
	Iteration 13F: 3 clusters Score -2143871 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2144637.500000 Penalty: 4825.443848
	Iteration 14Q: 3 clusters Score -2144638 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2145268.750000 Penalty: 4825.443848
	Iteration 15Q: 3 clusters Score -2145269 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2145634.750000 Penalty: 4825.443848
	Iteration 16Q: 3 clusters Score -2145635 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2145797.500000 Penalty: 4825.443848
	Iteration 17Q: 3 clusters Score -2145798 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2145904.500000 Penalty: 4825.443848
	Iteration 18Q: 3 clusters Score -2145904 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2145985.250000 Penalty: 4825.443848
	Iteration 19Q: 3 clusters Score -2145985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2146047.750000 Penalty: 4825.443848
	Iteration 20F: 3 clusters Score -2146048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2146076.000000 Penalty: 4825.443848
	Iteration 21Q: 3 clusters Score -2146076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2146093.750000 Penalty: 4825.443848
	Iteration 22Q: 3 clusters Score -2146094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2146109.000000 Penalty: 4825.443848
	Iteration 23Q: 3 clusters Score -2146109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2146121.500000 Penalty: 4825.443848
	Iteration 24Q: 3 clusters Score -2146122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2146134.250000 Penalty: 4825.443848
	Iteration 25Q: 3 clusters Score -2146134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2146135.500000 Penalty: 4825.443848
	Iteration 26Q: 3 clusters Score -2146136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2146151.000000 Penalty: 4825.443848
	Iteration 27Q: 3 clusters Score -2146151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2146159.750000 Penalty: 4825.443848
	Iteration 28Q: 3 clusters Score -2146160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2146162.250000 Penalty: 4825.443848
	Iteration 29Q: 3 clusters Score -2146162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2146164.750000 Penalty: 4825.443848
	Iteration 30Q: 3 clusters Score -2146165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2146168.250000 Penalty: 4825.443848
	Iteration 31Q: 3 clusters Score -2146168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2146175.250000 Penalty: 4825.443848
	Iteration 32Q: 3 clusters Score -2146175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2146172.250000 Penalty: 4825.443848
	Iteration 33Q: 3 clusters Score -2146172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2146176.250000 Penalty: 4825.443848
	Iteration 34Q: 3 clusters Score -2146176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2146171.250000 Penalty: 4825.443848
	Iteration 35Q: 3 clusters Score -2146171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2146175.500000 Penalty: 4825.443848
	Iteration 36Q: 3 clusters Score -2146176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2146175.750000 Penalty: 4825.443848
	Iteration 37Q: 3 clusters Score -2146176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2146174.750000 Penalty: 4825.443848
	Iteration 38Q: 3 clusters Score -2146175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2146173.750000 Penalty: 4825.443848
	Iteration 39Q: 3 clusters Score -2146174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2146173.000000 Penalty: 4825.443848
	Iteration 40F: 3 clusters Score -2146173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2146174.500000 Penalty: 4825.443848
	Iteration 41Q: 3 clusters Score -2146174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2146176.250000 Penalty: 4825.443848
	Iteration 42Q: 3 clusters Score -2146176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2146177.500000 Penalty: 4825.443848
	Iteration 43Q: 3 clusters Score -2146178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2146182.750000 Penalty: 4825.443848
	Iteration 44Q: 3 clusters Score -2146183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2146178.000000 Penalty: 4825.443848
	Iteration 45Q: 3 clusters Score -2146178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2146182.250000 Penalty: 4825.443848
	Iteration 46Q: 3 clusters Score -2146182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2146181.750000 Penalty: 4825.443848
	Iteration 47Q: 3 clusters Score -2146182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2146179.750000 Penalty: 4825.443848
	Iteration 48Q: 3 clusters Score -2146180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2146179.500000 Penalty: 4825.443848
	Iteration 49Q: 3 clusters Score -2146180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2146179.250000 Penalty: 4825.443848
	Iteration 50Q: 3 clusters Score -2146179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2146180.500000 Penalty: 4825.443848
	Iteration 51Q: 3 clusters Score -2146180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2146180.750000 Penalty: 4825.443848
	Iteration 52Q: 3 clusters Score -2146181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2146180.750000 Penalty: 4825.443848
	Iteration 53F: 3 clusters Score -2146181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Entering Unmasked Estep 
Score: -23458154.000000 Penalty: 3004.213867
	Iteration 0F: 2 clusters Score -2.345815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -23340208.000000 Penalty: 6008.427734
	Iteration 0F: 3 clusters Score -2.334021e+07 nChanged 87995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -23391180.000000 Penalty: 6008.427734
	Iteration 1F: 3 clusters Score -2.339118e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -23392536.000000 Penalty: 6008.427734
	Iteration 2Q: 3 clusters Score -2.339254e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -23394438.000000 Penalty: 6008.427734
	Iteration 3Q: 3 clusters Score -2.339444e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -23397258.000000 Penalty: 6008.427734
	Iteration 4Q: 3 clusters Score -2.339726e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -23401726.000000 Penalty: 6008.427734
	Iteration 5F: 3 clusters Score -2.340173e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -23408516.000000 Penalty: 6008.427734
	Iteration 6F: 3 clusters Score -2.340852e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -23417562.000000 Penalty: 6008.427734
	Iteration 7F: 3 clusters Score -2.341756e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125521 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -23427672.000000 Penalty: 6008.427734
	Iteration 8F: 3 clusters Score -2.342767e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -23435670.000000 Penalty: 6008.427734
	Iteration 9F: 3 clusters Score -2.343567e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -23440752.000000 Penalty: 6008.427734
	Iteration 10Q: 3 clusters Score -2.344075e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139570 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -23443098.000000 Penalty: 6008.427734
	Iteration 11Q: 3 clusters Score -2.34431e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -23444724.000000 Penalty: 6008.427734
	Iteration 12Q: 3 clusters Score -2.344472e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146243 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -23446162.000000 Penalty: 6008.427734
	Iteration 13Q: 3 clusters Score -2.344616e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -23447522.000000 Penalty: 6008.427734
	Iteration 14Q: 3 clusters Score -2.344752e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152443 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -23448712.000000 Penalty: 6008.427734
	Iteration 15Q: 3 clusters Score -2.344871e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -23449974.000000 Penalty: 6008.427734
	Iteration 16Q: 3 clusters Score -2.344997e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -23451080.000000 Penalty: 6008.427734
	Iteration 17Q: 3 clusters Score -2.345108e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -23452208.000000 Penalty: 6008.427734
	Iteration 18Q: 3 clusters Score -2.345221e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163311 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -23453152.000000 Penalty: 6008.427734
	Iteration 19Q: 3 clusters Score -2.345315e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165544 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -23454210.000000 Penalty: 6008.427734
	Iteration 20F: 3 clusters Score -2.345421e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -23454976.000000 Penalty: 6008.427734
	Iteration 21Q: 3 clusters Score -2.345498e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -23455592.000000 Penalty: 6008.427734
	Iteration 22Q: 3 clusters Score -2.345559e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -23456040.000000 Penalty: 6008.427734
	Iteration 23Q: 3 clusters Score -2.345604e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -23456402.000000 Penalty: 6008.427734
	Iteration 24Q: 3 clusters Score -2.34564e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -23456450.000000 Penalty: 6008.427734
	Iteration 25Q: 3 clusters Score -2.345645e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -23456612.000000 Penalty: 6008.427734
	Iteration 26Q: 3 clusters Score -2.345661e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175531 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -23456614.000000 Penalty: 6008.427734
	Iteration 27Q: 3 clusters Score -2.345661e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -23456786.000000 Penalty: 6008.427734
	Iteration 28Q: 3 clusters Score -2.345679e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176882 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -23456778.000000 Penalty: 6008.427734
	Iteration 29Q: 3 clusters Score -2.345678e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177411 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -23456874.000000 Penalty: 6008.427734
	Iteration 30Q: 3 clusters Score -2.345687e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177841 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -23456850.000000 Penalty: 6008.427734
	Iteration 31Q: 3 clusters Score -2.345685e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178218 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -23456852.000000 Penalty: 6008.427734
	Iteration 32Q: 3 clusters Score -2.345685e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178514 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -23456922.000000 Penalty: 6008.427734
	Iteration 33Q: 3 clusters Score -2.345692e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178780 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -23456934.000000 Penalty: 6008.427734
	Iteration 34Q: 3 clusters Score -2.345693e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -23456916.000000 Penalty: 6008.427734
	Iteration 35Q: 3 clusters Score -2.345692e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -23456946.000000 Penalty: 6008.427734
	Iteration 36Q: 3 clusters Score -2.345695e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23456926.000000 Penalty: 6008.427734
	Iteration 37Q: 3 clusters Score -2.345693e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179445 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -23456960.000000 Penalty: 6008.427734
	Iteration 38Q: 3 clusters Score -2.345696e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -23456904.000000 Penalty: 6008.427734
	Iteration 39Q: 3 clusters Score -2.34569e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23456908.000000 Penalty: 6008.427734
	Iteration 40F: 3 clusters Score -2.345691e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179705 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23456864.000000 Penalty: 6008.427734
	Iteration 41Q: 3 clusters Score -2.345686e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179763 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -23456858.000000 Penalty: 6008.427734
	Iteration 42Q: 3 clusters Score -2.345686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179800 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -23456836.000000 Penalty: 6008.427734
	Iteration 43Q: 3 clusters Score -2.345684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179832 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -23456842.000000 Penalty: 6008.427734
	Iteration 44Q: 3 clusters Score -2.345684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179864 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23456802.000000 Penalty: 6008.427734
	Iteration 45Q: 3 clusters Score -2.34568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -23456820.000000 Penalty: 6008.427734
	Iteration 46Q: 3 clusters Score -2.345682e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179929 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -23456800.000000 Penalty: 6008.427734
	Iteration 47Q: 3 clusters Score -2.34568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -23456778.000000 Penalty: 6008.427734
	Iteration 48Q: 3 clusters Score -2.345678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -23456790.000000 Penalty: 6008.427734
	Iteration 49Q: 3 clusters Score -2.345679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180010 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -23456770.000000 Penalty: 6008.427734
	Iteration 50Q: 3 clusters Score -2.345677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180034 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23456778.000000 Penalty: 6008.427734
	Iteration 51Q: 3 clusters Score -2.345678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180056 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -23456770.000000 Penalty: 6008.427734
	Iteration 52Q: 3 clusters Score -2.345677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23456762.000000 Penalty: 6008.427734
	Iteration 53Q: 3 clusters Score -2.345676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180097 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -23456762.000000 Penalty: 6008.427734
	Iteration 54Q: 3 clusters Score -2.345676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180126 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -23456766.000000 Penalty: 6008.427734
	Iteration 55Q: 3 clusters Score -2.345677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180150 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23456742.000000 Penalty: 6008.427734
	Iteration 56Q: 3 clusters Score -2.345674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180182 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -23456720.000000 Penalty: 6008.427734
	Iteration 57Q: 3 clusters Score -2.345672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180205 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23456710.000000 Penalty: 6008.427734
	Iteration 58Q: 3 clusters Score -2.345671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23456696.000000 Penalty: 6008.427734
	Iteration 59Q: 3 clusters Score -2.34567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180243 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6008.427734
	Iteration 60F: 3 clusters Score -2.34567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180256 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23456680.000000 Penalty: 6008.427734
	Iteration 61Q: 3 clusters Score -2.345668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180268 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6008.427734
	Iteration 62Q: 3 clusters Score -2.34567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180278 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -23456686.000000 Penalty: 6008.427734
	Iteration 63Q: 3 clusters Score -2.345669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180296 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -23456686.000000 Penalty: 6008.427734
	Iteration 64Q: 3 clusters Score -2.345669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180300 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -23456696.000000 Penalty: 6008.427734
	Iteration 65Q: 3 clusters Score -2.34567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -23456690.000000 Penalty: 6008.427734
	Iteration 66Q: 3 clusters Score -2.345669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6008.427734
	Iteration 67Q: 3 clusters Score -2.34567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -23456694.000000 Penalty: 6008.427734
	Iteration 68Q: 3 clusters Score -2.345669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180312 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -23456704.000000 Penalty: 6008.427734
	Iteration 69Q: 3 clusters Score -2.34567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180319 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23456708.000000 Penalty: 6008.427734
	Iteration 70Q: 3 clusters Score -2.345671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180325 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23456692.000000 Penalty: 6008.427734
	Iteration 71Q: 3 clusters Score -2.345669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -23456682.000000 Penalty: 6008.427734
	Iteration 72Q: 3 clusters Score -2.345668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180342 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -23456692.000000 Penalty: 6008.427734
	Iteration 73Q: 3 clusters Score -2.345669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180358 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23456714.000000 Penalty: 6008.427734
	Iteration 74Q: 3 clusters Score -2.345671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23456724.000000 Penalty: 6008.427734
	Iteration 75Q: 3 clusters Score -2.345672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180371 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -23456692.000000 Penalty: 6008.427734
	Iteration 76Q: 3 clusters Score -2.345669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6008.427734
	Iteration 77Q: 3 clusters Score -2.34567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180380 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6008.427734
	Iteration 78Q: 3 clusters Score -2.34567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180385 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -23456712.000000 Penalty: 6008.427734
	Iteration 79Q: 3 clusters Score -2.345671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180393 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -23456708.000000 Penalty: 6008.427734
	Iteration 80F: 3 clusters Score -2.345671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180398 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -23456714.000000 Penalty: 6008.427734
	Iteration 81Q: 3 clusters Score -2.345671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180403 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23456716.000000 Penalty: 6008.427734
	Iteration 82Q: 3 clusters Score -2.345672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180410 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -23456714.000000 Penalty: 6008.427734
	Iteration 83Q: 3 clusters Score -2.345671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23456710.000000 Penalty: 6008.427734
	Iteration 84Q: 3 clusters Score -2.345671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180424 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23456712.000000 Penalty: 6008.427734
	Iteration 85Q: 3 clusters Score -2.345671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180426 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23456718.000000 Penalty: 6008.427734
	Iteration 86Q: 3 clusters Score -2.345672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23456710.000000 Penalty: 6008.427734
	Iteration 87Q: 3 clusters Score -2.345671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23456710.000000 Penalty: 6008.427734
	Iteration 88F: 3 clusters Score -2.345671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73904.007812 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73904.01 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74217.335938 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74217.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74363.906250 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74363.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74441.812500 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -74441.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74467.960938 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74467.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74479.195312 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74485.500000 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74490.359375 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74490.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74492.265625 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74492.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74492.265625 Penalty: 3217.891357
	Iteration 9F: 3 clusters Score -74492.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201242 members 
Entering Unmasked Estep 
Score: -25746552.000000 Penalty: 3028.641357
	Iteration 0F: 2 clusters Score -2.574655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100794 members 
Mstep: Class 2 contains 100448 members 
Entering Unmasked Estep 
Score: -25615504.000000 Penalty: 6057.282715
	Iteration 0F: 3 clusters Score -2.56155e+07 nChanged 96825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -25672264.000000 Penalty: 6057.282715
	Iteration 1F: 3 clusters Score -2.567226e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 95959 members 
Entering Unmasked Estep 
Score: -25673130.000000 Penalty: 6057.282715
	Iteration 2Q: 3 clusters Score -2.567313e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -25674252.000000 Penalty: 6057.282715
	Iteration 3Q: 3 clusters Score -2.567425e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112823 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -25675962.000000 Penalty: 6057.282715
	Iteration 4Q: 3 clusters Score -2.567596e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -25678888.000000 Penalty: 6057.282715
	Iteration 5Q: 3 clusters Score -2.567889e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129846 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -25684726.000000 Penalty: 6057.282715
	Iteration 6F: 3 clusters Score -2.568473e+07 nChanged 14234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143970 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -25694862.000000 Penalty: 6057.282715
	Iteration 7F: 3 clusters Score -2.569486e+07 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161529 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -25710382.000000 Penalty: 6057.282715
	Iteration 8F: 3 clusters Score -2.571038e+07 nChanged 17285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -25726152.000000 Penalty: 6057.282715
	Iteration 9F: 3 clusters Score -2.572615e+07 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190654 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -25735822.000000 Penalty: 6057.282715
	Iteration 10F: 3 clusters Score -2.573582e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196567 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -25740398.000000 Penalty: 6057.282715
	Iteration 11Q: 3 clusters Score -2.57404e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199046 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -25742370.000000 Penalty: 6057.282715
	Iteration 12Q: 3 clusters Score -2.574237e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200023 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -25743204.000000 Penalty: 6057.282715
	Iteration 13Q: 3 clusters Score -2.57432e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200367 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -25743486.000000 Penalty: 6057.282715
	Iteration 14Q: 3 clusters Score -2.574349e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200528 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -25743646.000000 Penalty: 6057.282715
	Iteration 15Q: 3 clusters Score -2.574365e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200612 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -25743782.000000 Penalty: 6057.282715
	Iteration 16Q: 3 clusters Score -2.574378e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200656 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25743816.000000 Penalty: 6057.282715
	Iteration 17Q: 3 clusters Score -2.574382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200693 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25743900.000000 Penalty: 6057.282715
	Iteration 18Q: 3 clusters Score -2.57439e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200718 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -25743918.000000 Penalty: 6057.282715
	Iteration 19Q: 3 clusters Score -2.574392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200733 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25743940.000000 Penalty: 6057.282715
	Iteration 20F: 3 clusters Score -2.574394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200741 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25743952.000000 Penalty: 6057.282715
	Iteration 21Q: 3 clusters Score -2.574395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -25743966.000000 Penalty: 6057.282715
	Iteration 22Q: 3 clusters Score -2.574397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200748 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -25743956.000000 Penalty: 6057.282715
	Iteration 23Q: 3 clusters Score -2.574396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -25743962.000000 Penalty: 6057.282715
	Iteration 24Q: 3 clusters Score -2.574396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200754 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -25743960.000000 Penalty: 6057.282715
	Iteration 25Q: 3 clusters Score -2.574396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200756 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -25743966.000000 Penalty: 6057.282715
	Iteration 26Q: 3 clusters Score -2.574397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -25743970.000000 Penalty: 6057.282715
	Iteration 27Q: 3 clusters Score -2.574397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200758 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -25743976.000000 Penalty: 6057.282715
	Iteration 28Q: 3 clusters Score -2.574398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200758 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -25743976.000000 Penalty: 6057.282715
	Iteration 29F: 3 clusters Score -2.574398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121989 members 
Entering Unmasked Estep 
Score: -15687336.000000 Penalty: 2904.498047
	Iteration 0F: 2 clusters Score -1.568734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -15605672.000000 Penalty: 5808.996094
	Iteration 0F: 3 clusters Score -1.560567e+07 nChanged 58113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -15639087.000000 Penalty: 5808.996094
	Iteration 1F: 3 clusters Score -1.563909e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -15640111.000000 Penalty: 5808.996094
	Iteration 2Q: 3 clusters Score -1.564011e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -15641379.000000 Penalty: 5808.996094
	Iteration 3Q: 3 clusters Score -1.564138e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -15643461.000000 Penalty: 5808.996094
	Iteration 4Q: 3 clusters Score -1.564346e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -15647233.000000 Penalty: 5808.996094
	Iteration 5F: 3 clusters Score -1.564723e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -15654657.000000 Penalty: 5808.996094
	Iteration 6F: 3 clusters Score -1.565466e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -15665324.000000 Penalty: 5808.996094
	Iteration 7F: 3 clusters Score -1.566532e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -15674929.000000 Penalty: 5808.996094
	Iteration 8F: 3 clusters Score -1.567493e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114876 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -15680930.000000 Penalty: 5808.996094
	Iteration 9Q: 3 clusters Score -1.568093e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -15683389.000000 Penalty: 5808.996094
	Iteration 10Q: 3 clusters Score -1.568339e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -15684350.000000 Penalty: 5808.996094
	Iteration 11Q: 3 clusters Score -1.568435e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -15684717.000000 Penalty: 5808.996094
	Iteration 12Q: 3 clusters Score -1.568472e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118787 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -15684892.000000 Penalty: 5808.996094
	Iteration 13Q: 3 clusters Score -1.568489e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -15684981.000000 Penalty: 5808.996094
	Iteration 14Q: 3 clusters Score -1.568498e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15685036.000000 Penalty: 5808.996094
	Iteration 15Q: 3 clusters Score -1.568504e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119280 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -15685078.000000 Penalty: 5808.996094
	Iteration 16Q: 3 clusters Score -1.568508e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15685098.000000 Penalty: 5808.996094
	Iteration 17Q: 3 clusters Score -1.56851e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -15685111.000000 Penalty: 5808.996094
	Iteration 18Q: 3 clusters Score -1.568511e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119607 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -15685131.000000 Penalty: 5808.996094
	Iteration 19Q: 3 clusters Score -1.568513e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119677 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -15685158.000000 Penalty: 5808.996094
	Iteration 20F: 3 clusters Score -1.568516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119740 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -15685181.000000 Penalty: 5808.996094
	Iteration 21Q: 3 clusters Score -1.568518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119802 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -15685195.000000 Penalty: 5808.996094
	Iteration 22Q: 3 clusters Score -1.56852e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -15685241.000000 Penalty: 5808.996094
	Iteration 23Q: 3 clusters Score -1.568524e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15685229.000000 Penalty: 5808.996094
	Iteration 24Q: 3 clusters Score -1.568523e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -15685222.000000 Penalty: 5808.996094
	Iteration 25Q: 3 clusters Score -1.568522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119964 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -15685231.000000 Penalty: 5808.996094
	Iteration 26Q: 3 clusters Score -1.568523e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119998 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15685237.000000 Penalty: 5808.996094
	Iteration 27Q: 3 clusters Score -1.568524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120023 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -15685250.000000 Penalty: 5808.996094
	Iteration 28Q: 3 clusters Score -1.568525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -15685270.000000 Penalty: 5808.996094
	Iteration 29Q: 3 clusters Score -1.568527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15685280.000000 Penalty: 5808.996094
	Iteration 30Q: 3 clusters Score -1.568528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15685287.000000 Penalty: 5808.996094
	Iteration 31Q: 3 clusters Score -1.568529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -15685274.000000 Penalty: 5808.996094
	Iteration 32Q: 3 clusters Score -1.568527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120150 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15685273.000000 Penalty: 5808.996094
	Iteration 33Q: 3 clusters Score -1.568527e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -15685272.000000 Penalty: 5808.996094
	Iteration 34Q: 3 clusters Score -1.568527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120172 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -15685258.000000 Penalty: 5808.996094
	Iteration 35Q: 3 clusters Score -1.568526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -15685252.000000 Penalty: 5808.996094
	Iteration 36Q: 3 clusters Score -1.568525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -15685255.000000 Penalty: 5808.996094
	Iteration 37Q: 3 clusters Score -1.568526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15685255.000000 Penalty: 5808.996094
	Iteration 38Q: 3 clusters Score -1.568526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15685247.000000 Penalty: 5808.996094
	Iteration 39Q: 3 clusters Score -1.568525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15685252.000000 Penalty: 5808.996094
	Iteration 40F: 3 clusters Score -1.568525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120190 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15685254.000000 Penalty: 5808.996094
	Iteration 41Q: 3 clusters Score -1.568525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120190 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15685254.000000 Penalty: 5808.996094
	Iteration 42F: 3 clusters Score -1.568525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Entering Unmasked Estep 
Score: -2513896.500000 Penalty: 2450.383057
	Iteration 0F: 2 clusters Score -2513896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2500091.000000 Penalty: 4900.766113
	Iteration 0F: 3 clusters Score -2500091 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2504654.500000 Penalty: 4900.766113
	Iteration 1F: 3 clusters Score -2504654 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2504983.750000 Penalty: 4900.766113
	Iteration 2F: 3 clusters Score -2504984 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2505270.750000 Penalty: 4900.766113
	Iteration 3Q: 3 clusters Score -2505271 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2505486.000000 Penalty: 4900.766113
	Iteration 4Q: 3 clusters Score -2505486 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2505704.250000 Penalty: 4900.766113
	Iteration 5Q: 3 clusters Score -2505704 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2505903.250000 Penalty: 4900.766113
	Iteration 6Q: 3 clusters Score -2505903 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2506132.750000 Penalty: 4900.766113
	Iteration 7Q: 3 clusters Score -2506133 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2506441.250000 Penalty: 4900.766113
	Iteration 8Q: 3 clusters Score -2506441 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2506917.000000 Penalty: 4900.766113
	Iteration 9Q: 3 clusters Score -2506917 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2507526.250000 Penalty: 4900.766113
	Iteration 10F: 3 clusters Score -2507526 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2508395.000000 Penalty: 4900.766113
	Iteration 11F: 3 clusters Score -2508395 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2509407.750000 Penalty: 4900.766113
	Iteration 12F: 3 clusters Score -2509408 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2510317.500000 Penalty: 4900.766113
	Iteration 13F: 3 clusters Score -2510318 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2510966.750000 Penalty: 4900.766113
	Iteration 14Q: 3 clusters Score -2510967 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2511353.000000 Penalty: 4900.766113
	Iteration 15Q: 3 clusters Score -2511353 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2511535.000000 Penalty: 4900.766113
	Iteration 16Q: 3 clusters Score -2511535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2511623.250000 Penalty: 4900.766113
	Iteration 17Q: 3 clusters Score -2511623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2511672.750000 Penalty: 4900.766113
	Iteration 18Q: 3 clusters Score -2511673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2511721.500000 Penalty: 4900.766113
	Iteration 19Q: 3 clusters Score -2511722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2511754.250000 Penalty: 4900.766113
	Iteration 20F: 3 clusters Score -2511754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2511772.500000 Penalty: 4900.766113
	Iteration 21Q: 3 clusters Score -2511772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2511785.250000 Penalty: 4900.766113
	Iteration 22Q: 3 clusters Score -2511785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2511795.500000 Penalty: 4900.766113
	Iteration 23Q: 3 clusters Score -2511796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2511803.000000 Penalty: 4900.766113
	Iteration 24Q: 3 clusters Score -2511803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2511802.500000 Penalty: 4900.766113
	Iteration 25Q: 3 clusters Score -2511802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2511807.750000 Penalty: 4900.766113
	Iteration 26Q: 3 clusters Score -2511808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2511809.500000 Penalty: 4900.766113
	Iteration 27Q: 3 clusters Score -2511810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2511813.250000 Penalty: 4900.766113
	Iteration 28Q: 3 clusters Score -2511813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2511814.500000 Penalty: 4900.766113
	Iteration 29Q: 3 clusters Score -2511814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2511814.500000 Penalty: 4900.766113
	Iteration 30F: 3 clusters Score -2511814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15169 members 
Mstep: Class 7 contains 169450 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166330 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16793 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201242 members 
Mstep: Class 19 contains 121989 members 
Mstep: Class 20 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700256.000000 Penalty: 69388.398438
Iteration 239Q: 21 clusters Score -1.497003e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 61440 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15165 members 
Mstep: Class 7 contains 169440 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166328 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16791 members 
Mstep: Class 16 contains 182369 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201248 members 
Mstep: Class 19 contains 121987 members 
Mstep: Class 20 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700336.000000 Penalty: 69388.398438
Iteration 240F: 21 clusters Score -1.497003e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61440 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15159 members 
Mstep: Class 7 contains 169436 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166333 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 182377 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201250 members 
Mstep: Class 19 contains 121985 members 
Mstep: Class 20 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700192.000000 Penalty: 69388.398438
Iteration 241Q: 21 clusters Score -1.497002e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61440 members 
Mstep: Class 4 contains 51923 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15158 members 
Mstep: Class 7 contains 169430 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166335 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 182379 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201261 members 
Mstep: Class 19 contains 121978 members 
Mstep: Class 20 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700192.000000 Penalty: 69388.398438
Iteration 242Q: 21 clusters Score -1.497002e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61441 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15155 members 
Mstep: Class 7 contains 169423 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166338 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 182384 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201261 members 
Mstep: Class 19 contains 121973 members 
Mstep: Class 20 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700320.000000 Penalty: 69388.398438
Iteration 243Q: 21 clusters Score -1.497003e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61440 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15154 members 
Mstep: Class 7 contains 169422 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166339 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 182390 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201259 members 
Mstep: Class 19 contains 121961 members 
Mstep: Class 20 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700336.000000 Penalty: 69388.398438
Iteration 244Q: 21 clusters Score -1.497003e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61443 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 169406 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166343 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 182395 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201260 members 
Mstep: Class 19 contains 121955 members 
Mstep: Class 20 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700272.000000 Penalty: 69388.398438
Iteration 245Q: 21 clusters Score -1.497003e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61446 members 
Mstep: Class 4 contains 51927 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15147 members 
Mstep: Class 7 contains 169401 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166341 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 182396 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201263 members 
Mstep: Class 19 contains 121953 members 
Mstep: Class 20 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700256.000000 Penalty: 69388.398438
Iteration 246Q: 21 clusters Score -1.497003e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61448 members 
Mstep: Class 4 contains 51926 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 169396 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166351 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 182399 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201265 members 
Mstep: Class 19 contains 121948 members 
Mstep: Class 20 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700304.000000 Penalty: 69388.398438
Iteration 247Q: 21 clusters Score -1.497003e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61451 members 
Mstep: Class 4 contains 51925 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15142 members 
Mstep: Class 7 contains 169390 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166365 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16784 members 
Mstep: Class 16 contains 182402 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201266 members 
Mstep: Class 19 contains 121936 members 
Mstep: Class 20 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700272.000000 Penalty: 69388.398438
Iteration 248Q: 21 clusters Score -1.497003e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61452 members 
Mstep: Class 4 contains 51924 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 7 contains 169374 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166373 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16783 members 
Mstep: Class 16 contains 182402 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201273 members 
Mstep: Class 19 contains 121931 members 
Mstep: Class 20 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700144.000000 Penalty: 69388.398438
Iteration 249Q: 21 clusters Score -1.497001e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61453 members 
Mstep: Class 4 contains 51922 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 7 contains 169356 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166382 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 182410 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201272 members 
Mstep: Class 19 contains 121931 members 
Mstep: Class 20 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700256.000000 Penalty: 69388.398438
Iteration 250Q: 21 clusters Score -1.497003e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61457 members 
Mstep: Class 4 contains 51921 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15142 members 
Mstep: Class 7 contains 169345 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166402 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16781 members 
Mstep: Class 16 contains 182410 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201270 members 
Mstep: Class 19 contains 121924 members 
Mstep: Class 20 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700304.000000 Penalty: 69388.398438
Iteration 251Q: 21 clusters Score -1.497003e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168801 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61457 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15141 members 
Mstep: Class 7 contains 169340 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166407 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16779 members 
Mstep: Class 16 contains 182408 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201281 members 
Mstep: Class 19 contains 121924 members 
Mstep: Class 20 contains 19548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700336.000000 Penalty: 69388.398438
Iteration 252Q: 21 clusters Score -1.497003e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168806 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61458 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15138 members 
Mstep: Class 7 contains 169336 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166412 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16779 members 
Mstep: Class 16 contains 182409 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201280 members 
Mstep: Class 19 contains 121922 members 
Mstep: Class 20 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700352.000000 Penalty: 69388.398438
Iteration 253Q: 21 clusters Score -1.497004e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61459 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15134 members 
Mstep: Class 7 contains 169331 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166415 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16778 members 
Mstep: Class 16 contains 182408 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201281 members 
Mstep: Class 19 contains 121925 members 
Mstep: Class 20 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700240.000000 Penalty: 69388.398438
Iteration 254Q: 21 clusters Score -1.497002e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61460 members 
Mstep: Class 4 contains 51918 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15128 members 
Mstep: Class 7 contains 169328 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166425 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 182407 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201286 members 
Mstep: Class 19 contains 121923 members 
Mstep: Class 20 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700176.000000 Penalty: 69388.398438
Iteration 255Q: 21 clusters Score -1.497002e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61462 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15126 members 
Mstep: Class 7 contains 169318 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166427 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 182408 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201296 members 
Mstep: Class 19 contains 121922 members 
Mstep: Class 20 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700112.000000 Penalty: 69388.398438
Iteration 256Q: 21 clusters Score -1.497001e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61463 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15128 members 
Mstep: Class 7 contains 169310 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166434 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 182404 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201301 members 
Mstep: Class 19 contains 121919 members 
Mstep: Class 20 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 257Q: 21 clusters Score -1.497001e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61462 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15125 members 
Mstep: Class 7 contains 169312 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166454 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 182396 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201296 members 
Mstep: Class 19 contains 121920 members 
Mstep: Class 20 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 258Q: 21 clusters Score -1.497e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 61462 members 
Mstep: Class 4 contains 51919 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15122 members 
Mstep: Class 7 contains 169308 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166464 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 182398 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201297 members 
Mstep: Class 19 contains 121917 members 
Mstep: Class 20 contains 19545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 259Q: 21 clusters Score -1.497001e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 5387 members 
Mstep: Class 3 contains 61463 members 
Mstep: Class 4 contains 51918 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15117 members 
Mstep: Class 7 contains 169306 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166474 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 182398 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201299 members 
Mstep: Class 19 contains 121913 members 
Mstep: Class 20 contains 19542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 260F: 21 clusters Score -1.497001e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 5388 members 
Mstep: Class 3 contains 61465 members 
Mstep: Class 4 contains 51916 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15113 members 
Mstep: Class 7 contains 169310 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166481 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 182392 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201300 members 
Mstep: Class 19 contains 121909 members 
Mstep: Class 20 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700128.000000 Penalty: 69388.398438
Iteration 261Q: 21 clusters Score -1.497001e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 61463 members 
Mstep: Class 4 contains 51916 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15113 members 
Mstep: Class 7 contains 169314 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166488 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 182390 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201298 members 
Mstep: Class 19 contains 121902 members 
Mstep: Class 20 contains 19540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 262Q: 21 clusters Score -1.497e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 61461 members 
Mstep: Class 4 contains 51914 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15112 members 
Mstep: Class 7 contains 169307 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166504 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16774 members 
Mstep: Class 16 contains 182385 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201303 members 
Mstep: Class 19 contains 121900 members 
Mstep: Class 20 contains 19538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 263Q: 21 clusters Score -1.497e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 61458 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15113 members 
Mstep: Class 7 contains 169302 members 
Mstep: Class 8 contains 1833 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166509 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16774 members 
Mstep: Class 16 contains 182386 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201309 members 
Mstep: Class 19 contains 121896 members 
Mstep: Class 20 contains 19537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 264Q: 21 clusters Score -1.497001e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168797 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61456 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15114 members 
Mstep: Class 7 contains 169296 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166509 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 182386 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201320 members 
Mstep: Class 19 contains 121891 members 
Mstep: Class 20 contains 19537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 265Q: 21 clusters Score -1.497e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168797 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61459 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15115 members 
Mstep: Class 7 contains 169285 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166514 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 182389 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201327 members 
Mstep: Class 19 contains 121885 members 
Mstep: Class 20 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 266Q: 21 clusters Score -1.497e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61459 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15112 members 
Mstep: Class 7 contains 169275 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166518 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 182392 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201333 members 
Mstep: Class 19 contains 121881 members 
Mstep: Class 20 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 267Q: 21 clusters Score -1.497e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61460 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15111 members 
Mstep: Class 7 contains 169269 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166519 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201336 members 
Mstep: Class 19 contains 121878 members 
Mstep: Class 20 contains 19537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 268Q: 21 clusters Score -1.497e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61461 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15108 members 
Mstep: Class 7 contains 169259 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166519 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 182392 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201340 members 
Mstep: Class 19 contains 121880 members 
Mstep: Class 20 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 269Q: 21 clusters Score -1.497e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168812 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61465 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15103 members 
Mstep: Class 7 contains 169254 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166521 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201349 members 
Mstep: Class 19 contains 121877 members 
Mstep: Class 20 contains 19534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 270Q: 21 clusters Score -1.497e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61467 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15099 members 
Mstep: Class 7 contains 169254 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166525 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16772 members 
Mstep: Class 16 contains 182397 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201352 members 
Mstep: Class 19 contains 121872 members 
Mstep: Class 20 contains 19529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 271Q: 21 clusters Score -1.497001e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61472 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15096 members 
Mstep: Class 7 contains 169256 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166519 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 182401 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201359 members 
Mstep: Class 19 contains 121867 members 
Mstep: Class 20 contains 19523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 272Q: 21 clusters Score -1.497001e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61473 members 
Mstep: Class 4 contains 51908 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15095 members 
Mstep: Class 7 contains 169260 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166513 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 182404 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201360 members 
Mstep: Class 19 contains 121865 members 
Mstep: Class 20 contains 19519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 273Q: 21 clusters Score -1.497e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61474 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169264 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166502 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16775 members 
Mstep: Class 16 contains 182406 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201366 members 
Mstep: Class 19 contains 121864 members 
Mstep: Class 20 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 274Q: 21 clusters Score -1.497e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61480 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169266 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166497 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 182409 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201368 members 
Mstep: Class 19 contains 121862 members 
Mstep: Class 20 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 275Q: 21 clusters Score -1.497e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61483 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15091 members 
Mstep: Class 7 contains 169266 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 182409 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201365 members 
Mstep: Class 19 contains 121863 members 
Mstep: Class 20 contains 19503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700144.000000 Penalty: 69388.398438
Iteration 276Q: 21 clusters Score -1.497001e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61484 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15091 members 
Mstep: Class 7 contains 169274 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166491 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 182407 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201360 members 
Mstep: Class 19 contains 121861 members 
Mstep: Class 20 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 277Q: 21 clusters Score -1.497e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61485 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15091 members 
Mstep: Class 7 contains 169277 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166496 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 182406 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201358 members 
Mstep: Class 19 contains 121857 members 
Mstep: Class 20 contains 19507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700144.000000 Penalty: 69388.398438
Iteration 278Q: 21 clusters Score -1.497001e+08 nChanged 43
Entering ConstructFrom: 
Score: -149700144.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Entering Unmasked Estep 
Score: -21698194.000000 Penalty: 2985.094482
	Iteration 0F: 2 clusters Score -2.169819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -21585674.000000 Penalty: 5970.188965
	Iteration 0F: 3 clusters Score -2.158567e+07 nChanged 80942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 78662 members 
Entering Unmasked Estep 
Score: -21632938.000000 Penalty: 5970.188965
	Iteration 1F: 3 clusters Score -2.163294e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -21634552.000000 Penalty: 5970.188965
	Iteration 2Q: 3 clusters Score -2.163455e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -21636566.000000 Penalty: 5970.188965
	Iteration 3Q: 3 clusters Score -2.163657e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -21640464.000000 Penalty: 5970.188965
	Iteration 4Q: 3 clusters Score -2.164046e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117717 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -21647808.000000 Penalty: 5970.188965
	Iteration 5F: 3 clusters Score -2.164781e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132219 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -21659826.000000 Penalty: 5970.188965
	Iteration 6F: 3 clusters Score -2.165983e+07 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147772 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -21674832.000000 Penalty: 5970.188965
	Iteration 7F: 3 clusters Score -2.167483e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -21687178.000000 Penalty: 5970.188965
	Iteration 8F: 3 clusters Score -2.168718e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166029 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21692960.000000 Penalty: 5970.188965
	Iteration 9Q: 3 clusters Score -2.169296e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21694780.000000 Penalty: 5970.188965
	Iteration 10Q: 3 clusters Score -2.169478e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21695202.000000 Penalty: 5970.188965
	Iteration 11Q: 3 clusters Score -2.16952e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21695380.000000 Penalty: 5970.188965
	Iteration 12Q: 3 clusters Score -2.169538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21695482.000000 Penalty: 5970.188965
	Iteration 13Q: 3 clusters Score -2.169548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21695524.000000 Penalty: 5970.188965
	Iteration 14Q: 3 clusters Score -2.169552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21695540.000000 Penalty: 5970.188965
	Iteration 15Q: 3 clusters Score -2.169554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168655 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21695546.000000 Penalty: 5970.188965
	Iteration 16Q: 3 clusters Score -2.169555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21695562.000000 Penalty: 5970.188965
	Iteration 17Q: 3 clusters Score -2.169556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21695558.000000 Penalty: 5970.188965
	Iteration 18Q: 3 clusters Score -2.169556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21695558.000000 Penalty: 5970.188965
	Iteration 19F: 3 clusters Score -2.169556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -659696.750000 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -659696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -654903.687500 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -654903.7 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -656195.062500 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -656195.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -656576.187500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -656576.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -656856.625000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -656856.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -657109.875000 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -657109.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -657337.812500 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -657337.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -657514.062500 Penalty: 4262.792480
	Iteration 6Q: 3 clusters Score -657514.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -657667.250000 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -657667.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -657788.375000 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -657788.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -657880.687500 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -657880.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -657960.062500 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -657960.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -658025.312500 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -658025.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -658077.312500 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -658077.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -658117.312500 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -658117.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -658155.312500 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -658155.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -658186.437500 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -658186.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -658215.125000 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -658215.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -658235.000000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -658235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -658250.000000 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -658250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -658263.375000 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -658263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -658270.312500 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -658270.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -658278.312500 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -658278.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -658284.125000 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -658284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -658285.437500 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -658285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -658287.937500 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -658287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -658288.750000 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -658288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -658289.375000 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -658289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -658294.375000 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -658294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -658296.500000 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -658296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -658299.562500 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -658299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -658301.562500 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -658301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -658301.750000 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -658301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -658302.125000 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -658302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -658304.750000 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -658304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -658304.875000 Penalty: 4262.792480
	Iteration 34Q: 3 clusters Score -658304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -658306.687500 Penalty: 4262.792480
	Iteration 35Q: 3 clusters Score -658306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -658308.875000 Penalty: 4262.792480
	Iteration 36Q: 3 clusters Score -658308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -658308.625000 Penalty: 4262.792480
	Iteration 37Q: 3 clusters Score -658308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -658308.625000 Penalty: 4262.792480
	Iteration 38F: 3 clusters Score -658308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Entering Unmasked Estep 
Score: -7675121.500000 Penalty: 2734.588135
	Iteration 0F: 2 clusters Score -7675122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -7633777.000000 Penalty: 5469.176270
	Iteration 0F: 3 clusters Score -7633777 nChanged 28612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -7649921.000000 Penalty: 5469.176270
	Iteration 1F: 3 clusters Score -7649921 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -7650491.500000 Penalty: 5469.176270
	Iteration 2Q: 3 clusters Score -7650492 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -7651132.000000 Penalty: 5469.176270
	Iteration 3Q: 3 clusters Score -7651132 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -7651936.500000 Penalty: 5469.176270
	Iteration 4Q: 3 clusters Score -7651936 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -7652948.000000 Penalty: 5469.176270
	Iteration 5Q: 3 clusters Score -7652948 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -7654384.500000 Penalty: 5469.176270
	Iteration 6Q: 3 clusters Score -7654384 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -7656686.000000 Penalty: 5469.176270
	Iteration 7F: 3 clusters Score -7656686 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -7659743.000000 Penalty: 5469.176270
	Iteration 8F: 3 clusters Score -7659743 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -7663465.500000 Penalty: 5469.176270
	Iteration 9F: 3 clusters Score -7663466 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7667215.000000 Penalty: 5469.176270
	Iteration 10F: 3 clusters Score -7667215 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7670116.000000 Penalty: 5469.176270
	Iteration 11F: 3 clusters Score -7670116 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7671601.000000 Penalty: 5469.176270
	Iteration 12Q: 3 clusters Score -7671601 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7672269.000000 Penalty: 5469.176270
	Iteration 13Q: 3 clusters Score -7672269 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7672484.000000 Penalty: 5469.176270
	Iteration 14Q: 3 clusters Score -7672484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7672573.000000 Penalty: 5469.176270
	Iteration 15Q: 3 clusters Score -7672573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7672620.500000 Penalty: 5469.176270
	Iteration 16Q: 3 clusters Score -7672620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7672652.000000 Penalty: 5469.176270
	Iteration 17Q: 3 clusters Score -7672652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7672669.000000 Penalty: 5469.176270
	Iteration 18Q: 3 clusters Score -7672669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7672664.500000 Penalty: 5469.176270
	Iteration 19Q: 3 clusters Score -7672664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7672669.000000 Penalty: 5469.176270
	Iteration 20F: 3 clusters Score -7672669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7672671.000000 Penalty: 5469.176270
	Iteration 21Q: 3 clusters Score -7672671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7672678.500000 Penalty: 5469.176270
	Iteration 22Q: 3 clusters Score -7672678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7672678.500000 Penalty: 5469.176270
	Iteration 23Q: 3 clusters Score -7672678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7672687.000000 Penalty: 5469.176270
	Iteration 24Q: 3 clusters Score -7672687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7672687.000000 Penalty: 5469.176270
	Iteration 25Q: 3 clusters Score -7672687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7672685.500000 Penalty: 5469.176270
	Iteration 26Q: 3 clusters Score -7672686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7672689.500000 Penalty: 5469.176270
	Iteration 27Q: 3 clusters Score -7672690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7672689.500000 Penalty: 5469.176270
	Iteration 28F: 3 clusters Score -7672690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -6679217.500000 Penalty: 2692.611816
	Iteration 0F: 2 clusters Score -6679218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -6644257.500000 Penalty: 5385.223633
	Iteration 0F: 3 clusters Score -6644258 nChanged 23938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -6657412.500000 Penalty: 5385.223633
	Iteration 1F: 3 clusters Score -6657412 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -6657983.500000 Penalty: 5385.223633
	Iteration 2Q: 3 clusters Score -6657984 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -6658499.500000 Penalty: 5385.223633
	Iteration 3Q: 3 clusters Score -6658500 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -6659312.000000 Penalty: 5385.223633
	Iteration 4Q: 3 clusters Score -6659312 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6660478.500000 Penalty: 5385.223633
	Iteration 5Q: 3 clusters Score -6660478 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -6662603.500000 Penalty: 5385.223633
	Iteration 6F: 3 clusters Score -6662604 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -6665922.500000 Penalty: 5385.223633
	Iteration 7F: 3 clusters Score -6665922 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -6669961.500000 Penalty: 5385.223633
	Iteration 8F: 3 clusters Score -6669962 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -6673086.000000 Penalty: 5385.223633
	Iteration 9F: 3 clusters Score -6673086 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -6675022.000000 Penalty: 5385.223633
	Iteration 10Q: 3 clusters Score -6675022 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -6676149.000000 Penalty: 5385.223633
	Iteration 11Q: 3 clusters Score -6676149 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6676674.500000 Penalty: 5385.223633
	Iteration 12Q: 3 clusters Score -6676674 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -6676902.500000 Penalty: 5385.223633
	Iteration 13Q: 3 clusters Score -6676902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -6677021.000000 Penalty: 5385.223633
	Iteration 14Q: 3 clusters Score -6677021 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -6677089.500000 Penalty: 5385.223633
	Iteration 15Q: 3 clusters Score -6677090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6677129.500000 Penalty: 5385.223633
	Iteration 16Q: 3 clusters Score -6677130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -6677153.500000 Penalty: 5385.223633
	Iteration 17Q: 3 clusters Score -6677154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6677181.500000 Penalty: 5385.223633
	Iteration 18Q: 3 clusters Score -6677182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6677193.000000 Penalty: 5385.223633
	Iteration 19Q: 3 clusters Score -6677193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -6677205.500000 Penalty: 5385.223633
	Iteration 20F: 3 clusters Score -6677206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -6677210.500000 Penalty: 5385.223633
	Iteration 21Q: 3 clusters Score -6677210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -6677221.000000 Penalty: 5385.223633
	Iteration 22Q: 3 clusters Score -6677221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6677224.500000 Penalty: 5385.223633
	Iteration 23Q: 3 clusters Score -6677224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -6677229.500000 Penalty: 5385.223633
	Iteration 24Q: 3 clusters Score -6677230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -6677226.500000 Penalty: 5385.223633
	Iteration 25Q: 3 clusters Score -6677226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -6677221.000000 Penalty: 5385.223633
	Iteration 26Q: 3 clusters Score -6677221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6677225.000000 Penalty: 5385.223633
	Iteration 27Q: 3 clusters Score -6677225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6677223.500000 Penalty: 5385.223633
	Iteration 28Q: 3 clusters Score -6677224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6677230.000000 Penalty: 5385.223633
	Iteration 29Q: 3 clusters Score -6677230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -6677232.000000 Penalty: 5385.223633
	Iteration 30Q: 3 clusters Score -6677232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6677230.500000 Penalty: 5385.223633
	Iteration 31Q: 3 clusters Score -6677230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6677239.000000 Penalty: 5385.223633
	Iteration 32Q: 3 clusters Score -6677239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -6677230.000000 Penalty: 5385.223633
	Iteration 33Q: 3 clusters Score -6677230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6677236.500000 Penalty: 5385.223633
	Iteration 34Q: 3 clusters Score -6677236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6677237.500000 Penalty: 5385.223633
	Iteration 35Q: 3 clusters Score -6677238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -6677237.500000 Penalty: 5385.223633
	Iteration 36Q: 3 clusters Score -6677238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -6677237.000000 Penalty: 5385.223633
	Iteration 37Q: 3 clusters Score -6677237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -6677237.000000 Penalty: 5385.223633
	Iteration 38F: 3 clusters Score -6677237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69605.492188 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69605.49 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70293.406250 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70293.41 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70994.148438 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70994.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -71369.734375 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -71369.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -71521.062500 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -71521.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -71564.359375 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71564.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -71589.671875 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71589.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71600.492188 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71600.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -71602.507812 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71602.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -71606.953125 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71606.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -71606.953125 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -71606.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61486 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169281 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16763 members 
Mstep: Class 16 contains 182405 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201362 members 
Mstep: Class 19 contains 121854 members 
Mstep: Class 20 contains 19508 members 
Mstep: Class 21 contains 107 members 
Entering Unmasked Estep 
Score: -149698848.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149700144.000000 to -149698848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Entering Unmasked Estep 
Score: -1918814.125000 Penalty: 2386.203369
	Iteration 0F: 2 clusters Score -1918814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1907871.250000 Penalty: 4772.406738
	Iteration 0F: 3 clusters Score -1907871 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1911250.375000 Penalty: 4772.406738
	Iteration 1F: 3 clusters Score -1911250 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1911626.125000 Penalty: 4772.406738
	Iteration 2F: 3 clusters Score -1911626 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1911984.125000 Penalty: 4772.406738
	Iteration 3F: 3 clusters Score -1911984 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1912353.875000 Penalty: 4772.406738
	Iteration 4Q: 3 clusters Score -1912354 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1912734.000000 Penalty: 4772.406738
	Iteration 5Q: 3 clusters Score -1912734 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1913107.500000 Penalty: 4772.406738
	Iteration 6Q: 3 clusters Score -1913108 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1913449.875000 Penalty: 4772.406738
	Iteration 7Q: 3 clusters Score -1913450 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1913769.625000 Penalty: 4772.406738
	Iteration 8Q: 3 clusters Score -1913770 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1914051.250000 Penalty: 4772.406738
	Iteration 9Q: 3 clusters Score -1914051 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1914300.625000 Penalty: 4772.406738
	Iteration 10Q: 3 clusters Score -1914301 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1914507.250000 Penalty: 4772.406738
	Iteration 11Q: 3 clusters Score -1914507 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1914688.500000 Penalty: 4772.406738
	Iteration 12Q: 3 clusters Score -1914688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1914861.500000 Penalty: 4772.406738
	Iteration 13Q: 3 clusters Score -1914862 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1915013.875000 Penalty: 4772.406738
	Iteration 14Q: 3 clusters Score -1915014 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1915132.125000 Penalty: 4772.406738
	Iteration 15Q: 3 clusters Score -1915132 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1915227.750000 Penalty: 4772.406738
	Iteration 16Q: 3 clusters Score -1915228 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1915295.500000 Penalty: 4772.406738
	Iteration 17Q: 3 clusters Score -1915296 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1915369.125000 Penalty: 4772.406738
	Iteration 18Q: 3 clusters Score -1915369 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1915427.625000 Penalty: 4772.406738
	Iteration 19Q: 3 clusters Score -1915428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1915499.375000 Penalty: 4772.406738
	Iteration 20F: 3 clusters Score -1915499 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1915562.625000 Penalty: 4772.406738
	Iteration 21Q: 3 clusters Score -1915563 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1915650.250000 Penalty: 4772.406738
	Iteration 22Q: 3 clusters Score -1915650 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1915745.125000 Penalty: 4772.406738
	Iteration 23Q: 3 clusters Score -1915745 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1915839.125000 Penalty: 4772.406738
	Iteration 24Q: 3 clusters Score -1915839 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1915934.250000 Penalty: 4772.406738
	Iteration 25Q: 3 clusters Score -1915934 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1916021.875000 Penalty: 4772.406738
	Iteration 26Q: 3 clusters Score -1916022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1916106.250000 Penalty: 4772.406738
	Iteration 27Q: 3 clusters Score -1916106 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1916207.250000 Penalty: 4772.406738
	Iteration 28Q: 3 clusters Score -1916207 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1916291.750000 Penalty: 4772.406738
	Iteration 29Q: 3 clusters Score -1916292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1916357.000000 Penalty: 4772.406738
	Iteration 30Q: 3 clusters Score -1916357 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1916414.500000 Penalty: 4772.406738
	Iteration 31Q: 3 clusters Score -1916414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1916460.625000 Penalty: 4772.406738
	Iteration 32Q: 3 clusters Score -1916461 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1916491.000000 Penalty: 4772.406738
	Iteration 33Q: 3 clusters Score -1916491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1916531.500000 Penalty: 4772.406738
	Iteration 34Q: 3 clusters Score -1916532 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1916563.750000 Penalty: 4772.406738
	Iteration 35Q: 3 clusters Score -1916564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1916593.000000 Penalty: 4772.406738
	Iteration 36Q: 3 clusters Score -1916593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1916620.500000 Penalty: 4772.406738
	Iteration 37Q: 3 clusters Score -1916620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1916644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1916668.000000 Penalty: 4772.406738
	Iteration 39Q: 3 clusters Score -1916668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1916696.625000 Penalty: 4772.406738
	Iteration 40F: 3 clusters Score -1916697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1916723.125000 Penalty: 4772.406738
	Iteration 41Q: 3 clusters Score -1916723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1916743.625000 Penalty: 4772.406738
	Iteration 42Q: 3 clusters Score -1916744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1916765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1916793.875000 Penalty: 4772.406738
	Iteration 44Q: 3 clusters Score -1916794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1916818.375000 Penalty: 4772.406738
	Iteration 45Q: 3 clusters Score -1916818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1916840.875000 Penalty: 4772.406738
	Iteration 46Q: 3 clusters Score -1916841 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1916865.875000 Penalty: 4772.406738
	Iteration 47Q: 3 clusters Score -1916866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1916882.750000 Penalty: 4772.406738
	Iteration 48Q: 3 clusters Score -1916883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1916893.750000 Penalty: 4772.406738
	Iteration 49Q: 3 clusters Score -1916894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1916913.125000 Penalty: 4772.406738
	Iteration 50Q: 3 clusters Score -1916913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1916929.500000 Penalty: 4772.406738
	Iteration 51Q: 3 clusters Score -1916930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1916937.125000 Penalty: 4772.406738
	Iteration 52Q: 3 clusters Score -1916937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1916950.875000 Penalty: 4772.406738
	Iteration 53Q: 3 clusters Score -1916951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1916958.375000 Penalty: 4772.406738
	Iteration 54Q: 3 clusters Score -1916958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1916967.250000 Penalty: 4772.406738
	Iteration 55Q: 3 clusters Score -1916967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1916978.125000 Penalty: 4772.406738
	Iteration 56Q: 3 clusters Score -1916978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1916987.000000 Penalty: 4772.406738
	Iteration 57Q: 3 clusters Score -1916987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1916992.875000 Penalty: 4772.406738
	Iteration 58Q: 3 clusters Score -1916993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1917000.500000 Penalty: 4772.406738
	Iteration 59Q: 3 clusters Score -1917000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1917003.500000 Penalty: 4772.406738
	Iteration 60F: 3 clusters Score -1917004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1917006.250000 Penalty: 4772.406738
	Iteration 61Q: 3 clusters Score -1917006 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1917012.125000 Penalty: 4772.406738
	Iteration 62Q: 3 clusters Score -1917012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1917020.875000 Penalty: 4772.406738
	Iteration 63Q: 3 clusters Score -1917021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1917027.500000 Penalty: 4772.406738
	Iteration 64Q: 3 clusters Score -1917028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1917026.875000 Penalty: 4772.406738
	Iteration 65Q: 3 clusters Score -1917027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1917030.125000 Penalty: 4772.406738
	Iteration 66Q: 3 clusters Score -1917030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1917035.500000 Penalty: 4772.406738
	Iteration 67Q: 3 clusters Score -1917036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1917041.750000 Penalty: 4772.406738
	Iteration 68Q: 3 clusters Score -1917042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1917040.250000 Penalty: 4772.406738
	Iteration 69Q: 3 clusters Score -1917040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1917043.375000 Penalty: 4772.406738
	Iteration 70Q: 3 clusters Score -1917043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1917049.750000 Penalty: 4772.406738
	Iteration 71Q: 3 clusters Score -1917050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1917055.750000 Penalty: 4772.406738
	Iteration 72Q: 3 clusters Score -1917056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1917058.250000 Penalty: 4772.406738
	Iteration 73Q: 3 clusters Score -1917058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1917057.125000 Penalty: 4772.406738
	Iteration 74Q: 3 clusters Score -1917057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1917063.750000 Penalty: 4772.406738
	Iteration 75Q: 3 clusters Score -1917064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1917065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1917073.000000 Penalty: 4772.406738
	Iteration 77Q: 3 clusters Score -1917073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1917075.625000 Penalty: 4772.406738
	Iteration 78Q: 3 clusters Score -1917076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1917082.000000 Penalty: 4772.406738
	Iteration 79Q: 3 clusters Score -1917082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1917089.375000 Penalty: 4772.406738
	Iteration 80F: 3 clusters Score -1917089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1917094.500000 Penalty: 4772.406738
	Iteration 81Q: 3 clusters Score -1917094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1917095.750000 Penalty: 4772.406738
	Iteration 82Q: 3 clusters Score -1917096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1917103.250000 Penalty: 4772.406738
	Iteration 83Q: 3 clusters Score -1917103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1917111.125000 Penalty: 4772.406738
	Iteration 84Q: 3 clusters Score -1917111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1917110.000000 Penalty: 4772.406738
	Iteration 85Q: 3 clusters Score -1917110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1917112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
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Entering Unmasked Estep 
Score: -1917113.750000 Penalty: 4772.406738
	Iteration 87Q: 3 clusters Score -1917114 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2090 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1917114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1917122.375000 Penalty: 4772.406738
	Iteration 89Q: 3 clusters Score -1917122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1917125.375000 Penalty: 4772.406738
	Iteration 90Q: 3 clusters Score -1917125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
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Entering Unmasked Estep 
Score: -1917130.125000 Penalty: 4772.406738
	Iteration 91Q: 3 clusters Score -1917130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1917131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1917127.625000 Penalty: 4772.406738
	Iteration 93Q: 3 clusters Score -1917128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1917135.000000 Penalty: 4772.406738
	Iteration 94Q: 3 clusters Score -1917135 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2035 members 
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Entering Unmasked Estep 
Score: -1917136.000000 Penalty: 4772.406738
	Iteration 95Q: 3 clusters Score -1917136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1917137.375000 Penalty: 4772.406738
	Iteration 96Q: 3 clusters Score -1917137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1917137.750000 Penalty: 4772.406738
	Iteration 97Q: 3 clusters Score -1917138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1917142.000000 Penalty: 4772.406738
	Iteration 98Q: 3 clusters Score -1917142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1917140.625000 Penalty: 4772.406738
	Iteration 99Q: 3 clusters Score -1917141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1917142.500000 Penalty: 4772.406738
	Iteration 100F: 3 clusters Score -1917142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1917143.000000 Penalty: 4772.406738
	Iteration 101Q: 3 clusters Score -1917143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1917142.875000 Penalty: 4772.406738
	Iteration 102Q: 3 clusters Score -1917143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1917142.625000 Penalty: 4772.406738
	Iteration 103Q: 3 clusters Score -1917143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1917143.750000 Penalty: 4772.406738
	Iteration 104Q: 3 clusters Score -1917144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1917145.625000 Penalty: 4772.406738
	Iteration 105Q: 3 clusters Score -1917146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1917148.000000 Penalty: 4772.406738
	Iteration 106Q: 3 clusters Score -1917148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1917145.625000 Penalty: 4772.406738
	Iteration 107Q: 3 clusters Score -1917146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1917144.875000 Penalty: 4772.406738
	Iteration 108Q: 3 clusters Score -1917145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1917143.375000 Penalty: 4772.406738
	Iteration 109Q: 3 clusters Score -1917143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1917143.375000 Penalty: 4772.406738
	Iteration 110F: 3 clusters Score -1917143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Entering Unmasked Estep 
Score: -21759138.000000 Penalty: 2985.750244
	Iteration 0F: 2 clusters Score -2.175914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -21645702.000000 Penalty: 5971.500488
	Iteration 0F: 3 clusters Score -2.16457e+07 nChanged 81032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -21693336.000000 Penalty: 5971.500488
	Iteration 1F: 3 clusters Score -2.169334e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -21694594.000000 Penalty: 5971.500488
	Iteration 2Q: 3 clusters Score -2.169459e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -21696486.000000 Penalty: 5971.500488
	Iteration 3Q: 3 clusters Score -2.169649e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -21699102.000000 Penalty: 5971.500488
	Iteration 4Q: 3 clusters Score -2.16991e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -21703348.000000 Penalty: 5971.500488
	Iteration 5Q: 3 clusters Score -2.170335e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -21709954.000000 Penalty: 5971.500488
	Iteration 6F: 3 clusters Score -2.170995e+07 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -21719268.000000 Penalty: 5971.500488
	Iteration 7F: 3 clusters Score -2.171927e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 122515 members 
Entering Unmasked Estep 
Score: -21729234.000000 Penalty: 5971.500488
	Iteration 8F: 3 clusters Score -2.172923e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -21736564.000000 Penalty: 5971.500488
	Iteration 9F: 3 clusters Score -2.173656e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 132126 members 
Entering Unmasked Estep 
Score: -21740280.000000 Penalty: 5971.500488
	Iteration 10Q: 3 clusters Score -2.174028e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -21742124.000000 Penalty: 5971.500488
	Iteration 11Q: 3 clusters Score -2.174212e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -21743244.000000 Penalty: 5971.500488
	Iteration 12Q: 3 clusters Score -2.174324e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 141080 members 
Entering Unmasked Estep 
Score: -21744462.000000 Penalty: 5971.500488
	Iteration 13Q: 3 clusters Score -2.174446e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 143891 members 
Entering Unmasked Estep 
Score: -21745740.000000 Penalty: 5971.500488
	Iteration 14Q: 3 clusters Score -2.174574e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 146581 members 
Entering Unmasked Estep 
Score: -21746998.000000 Penalty: 5971.500488
	Iteration 15Q: 3 clusters Score -2.1747e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 149183 members 
Entering Unmasked Estep 
Score: -21748248.000000 Penalty: 5971.500488
	Iteration 16Q: 3 clusters Score -2.174825e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 151606 members 
Entering Unmasked Estep 
Score: -21749522.000000 Penalty: 5971.500488
	Iteration 17Q: 3 clusters Score -2.174952e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 153799 members 
Entering Unmasked Estep 
Score: -21750704.000000 Penalty: 5971.500488
	Iteration 18Q: 3 clusters Score -2.17507e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -21751694.000000 Penalty: 5971.500488
	Iteration 19Q: 3 clusters Score -2.175169e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -21752578.000000 Penalty: 5971.500488
	Iteration 20F: 3 clusters Score -2.175258e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 159073 members 
Entering Unmasked Estep 
Score: -21753442.000000 Penalty: 5971.500488
	Iteration 21Q: 3 clusters Score -2.175344e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 160393 members 
Entering Unmasked Estep 
Score: -21754166.000000 Penalty: 5971.500488
	Iteration 22Q: 3 clusters Score -2.175417e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 161533 members 
Entering Unmasked Estep 
Score: -21754698.000000 Penalty: 5971.500488
	Iteration 23Q: 3 clusters Score -2.17547e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 162543 members 
Entering Unmasked Estep 
Score: -21755210.000000 Penalty: 5971.500488
	Iteration 24Q: 3 clusters Score -2.175521e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -21755594.000000 Penalty: 5971.500488
	Iteration 25Q: 3 clusters Score -2.175559e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 164115 members 
Entering Unmasked Estep 
Score: -21755906.000000 Penalty: 5971.500488
	Iteration 26Q: 3 clusters Score -2.175591e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -21756154.000000 Penalty: 5971.500488
	Iteration 27Q: 3 clusters Score -2.175615e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 165188 members 
Entering Unmasked Estep 
Score: -21756420.000000 Penalty: 5971.500488
	Iteration 28Q: 3 clusters Score -2.175642e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -21756612.000000 Penalty: 5971.500488
	Iteration 29Q: 3 clusters Score -2.175661e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 165898 members 
Entering Unmasked Estep 
Score: -21756678.000000 Penalty: 5971.500488
	Iteration 30Q: 3 clusters Score -2.175668e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -21756766.000000 Penalty: 5971.500488
	Iteration 31Q: 3 clusters Score -2.175677e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -21756820.000000 Penalty: 5971.500488
	Iteration 32Q: 3 clusters Score -2.175682e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 166551 members 
Entering Unmasked Estep 
Score: -21756826.000000 Penalty: 5971.500488
	Iteration 33Q: 3 clusters Score -2.175683e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166701 members 
Entering Unmasked Estep 
Score: -21756860.000000 Penalty: 5971.500488
	Iteration 34Q: 3 clusters Score -2.175686e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 166817 members 
Entering Unmasked Estep 
Score: -21756890.000000 Penalty: 5971.500488
	Iteration 35Q: 3 clusters Score -2.175689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -21756916.000000 Penalty: 5971.500488
	Iteration 36Q: 3 clusters Score -2.175692e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -21756938.000000 Penalty: 5971.500488
	Iteration 37Q: 3 clusters Score -2.175694e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -21756960.000000 Penalty: 5971.500488
	Iteration 38Q: 3 clusters Score -2.175696e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 167142 members 
Entering Unmasked Estep 
Score: -21757010.000000 Penalty: 5971.500488
	Iteration 39Q: 3 clusters Score -2.175701e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -21757002.000000 Penalty: 5971.500488
	Iteration 40F: 3 clusters Score -2.1757e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -21757018.000000 Penalty: 5971.500488
	Iteration 41Q: 3 clusters Score -2.175702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -21757054.000000 Penalty: 5971.500488
	Iteration 42Q: 3 clusters Score -2.175705e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 167324 members 
Entering Unmasked Estep 
Score: -21757076.000000 Penalty: 5971.500488
	Iteration 43Q: 3 clusters Score -2.175708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 167358 members 
Entering Unmasked Estep 
Score: -21757072.000000 Penalty: 5971.500488
	Iteration 44Q: 3 clusters Score -2.175707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -21757066.000000 Penalty: 5971.500488
	Iteration 45Q: 3 clusters Score -2.175707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -21757066.000000 Penalty: 5971.500488
	Iteration 46Q: 3 clusters Score -2.175707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 167435 members 
Entering Unmasked Estep 
Score: -21757072.000000 Penalty: 5971.500488
	Iteration 47Q: 3 clusters Score -2.175707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 167452 members 
Entering Unmasked Estep 
Score: -21757068.000000 Penalty: 5971.500488
	Iteration 48Q: 3 clusters Score -2.175707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -21757060.000000 Penalty: 5971.500488
	Iteration 49Q: 3 clusters Score -2.175706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -21757050.000000 Penalty: 5971.500488
	Iteration 50Q: 3 clusters Score -2.175705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 167490 members 
Entering Unmasked Estep 
Score: -21757066.000000 Penalty: 5971.500488
	Iteration 51Q: 3 clusters Score -2.175707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 167499 members 
Entering Unmasked Estep 
Score: -21757098.000000 Penalty: 5971.500488
	Iteration 52Q: 3 clusters Score -2.17571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 167507 members 
Entering Unmasked Estep 
Score: -21757084.000000 Penalty: 5971.500488
	Iteration 53Q: 3 clusters Score -2.175708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -21757094.000000 Penalty: 5971.500488
	Iteration 54Q: 3 clusters Score -2.175709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -21757112.000000 Penalty: 5971.500488
	Iteration 55Q: 3 clusters Score -2.175711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -21757088.000000 Penalty: 5971.500488
	Iteration 56Q: 3 clusters Score -2.175709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -21757086.000000 Penalty: 5971.500488
	Iteration 57Q: 3 clusters Score -2.175709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -21757092.000000 Penalty: 5971.500488
	Iteration 58Q: 3 clusters Score -2.175709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -21757096.000000 Penalty: 5971.500488
	Iteration 59Q: 3 clusters Score -2.17571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 167551 members 
Entering Unmasked Estep 
Score: -21757100.000000 Penalty: 5971.500488
	Iteration 60F: 3 clusters Score -2.17571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -21757114.000000 Penalty: 5971.500488
	Iteration 61Q: 3 clusters Score -2.175711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 167555 members 
Entering Unmasked Estep 
Score: -21757100.000000 Penalty: 5971.500488
	Iteration 62Q: 3 clusters Score -2.17571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 167558 members 
Entering Unmasked Estep 
Score: -21757098.000000 Penalty: 5971.500488
	Iteration 63Q: 3 clusters Score -2.17571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -21757080.000000 Penalty: 5971.500488
	Iteration 64Q: 3 clusters Score -2.175708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 167563 members 
Entering Unmasked Estep 
Score: -21757090.000000 Penalty: 5971.500488
	Iteration 65Q: 3 clusters Score -2.175709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 167564 members 
Entering Unmasked Estep 
Score: -21757086.000000 Penalty: 5971.500488
	Iteration 66Q: 3 clusters Score -2.175709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 167566 members 
Entering Unmasked Estep 
Score: -21757092.000000 Penalty: 5971.500488
	Iteration 67Q: 3 clusters Score -2.175709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -21757074.000000 Penalty: 5971.500488
	Iteration 68Q: 3 clusters Score -2.175707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -21757082.000000 Penalty: 5971.500488
	Iteration 69Q: 3 clusters Score -2.175708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -21757088.000000 Penalty: 5971.500488
	Iteration 70Q: 3 clusters Score -2.175709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -21757084.000000 Penalty: 5971.500488
	Iteration 71Q: 3 clusters Score -2.175708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -21757084.000000 Penalty: 5971.500488
	Iteration 72F: 3 clusters Score -2.175708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -217527.531250 Penalty: 1863.264526
	Iteration 0F: 2 clusters Score -217527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -215008.437500 Penalty: 3726.529053
	Iteration 0F: 3 clusters Score -215008.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -215497.968750 Penalty: 3726.529053
	Iteration 1F: 3 clusters Score -215498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215679.484375 Penalty: 3726.529053
	Iteration 2F: 3 clusters Score -215679.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -215836.343750 Penalty: 3726.529053
	Iteration 3F: 3 clusters Score -215836.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -215932.500000 Penalty: 3726.529053
	Iteration 4Q: 3 clusters Score -215932.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -216005.781250 Penalty: 3726.529053
	Iteration 5Q: 3 clusters Score -216005.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -216046.328125 Penalty: 3726.529053
	Iteration 6Q: 3 clusters Score -216046.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -216075.515625 Penalty: 3726.529053
	Iteration 7Q: 3 clusters Score -216075.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -216096.453125 Penalty: 3726.529053
	Iteration 8Q: 3 clusters Score -216096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -216116.546875 Penalty: 3726.529053
	Iteration 9Q: 3 clusters Score -216116.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -216129.625000 Penalty: 3726.529053
	Iteration 10Q: 3 clusters Score -216129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -216139.796875 Penalty: 3726.529053
	Iteration 11Q: 3 clusters Score -216139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -216149.343750 Penalty: 3726.529053
	Iteration 12Q: 3 clusters Score -216149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -216156.093750 Penalty: 3726.529053
	Iteration 13Q: 3 clusters Score -216156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -216161.828125 Penalty: 3726.529053
	Iteration 14Q: 3 clusters Score -216161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -216168.390625 Penalty: 3726.529053
	Iteration 15Q: 3 clusters Score -216168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -216172.937500 Penalty: 3726.529053
	Iteration 16Q: 3 clusters Score -216172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -216179.750000 Penalty: 3726.529053
	Iteration 17Q: 3 clusters Score -216179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -216186.859375 Penalty: 3726.529053
	Iteration 18Q: 3 clusters Score -216186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -216193.156250 Penalty: 3726.529053
	Iteration 19Q: 3 clusters Score -216193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -216199.343750 Penalty: 3726.529053
	Iteration 20F: 3 clusters Score -216199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -216207.656250 Penalty: 3726.529053
	Iteration 21Q: 3 clusters Score -216207.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -216220.078125 Penalty: 3726.529053
	Iteration 22Q: 3 clusters Score -216220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -216226.984375 Penalty: 3726.529053
	Iteration 23Q: 3 clusters Score -216227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -216232.296875 Penalty: 3726.529053
	Iteration 24Q: 3 clusters Score -216232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -216233.859375 Penalty: 3726.529053
	Iteration 25Q: 3 clusters Score -216233.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -216233.859375 Penalty: 3726.529053
	Iteration 26F: 3 clusters Score -216233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63733.457031 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63733.46 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64130.550781 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64130.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64513.128906 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64513.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -65026.031250 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -65026.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65377.226562 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -65377.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65572.843750 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -65572.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65669.750000 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -65669.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65784.296875 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65993.703125 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66051.281250 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -66051.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66061.867188 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -66061.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66073.171875 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -66073.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -66089.484375 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -66089.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -66103.460938 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -66103.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66121.867188 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -66121.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66133.500000 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -66133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66162.789062 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -66162.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66191.695312 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -66191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66210.921875 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -66210.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -66246.164062 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -66246.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66288.390625 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -66288.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61486 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169281 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16763 members 
Mstep: Class 16 contains 182405 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201362 members 
Mstep: Class 19 contains 121854 members 
Mstep: Class 20 contains 19508 members 
Mstep: Class 21 contains 456 members 
Entering Unmasked Estep 
Score: -149699232.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149700144.000000 to -149699232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -308490.031250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -308490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -305528.281250 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -305528.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -306084.468750 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -306084.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -306214.875000 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -306214.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306287.218750 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -306287.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -306336.156250 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -306336.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306374.156250 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -306374.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -306391.187500 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -306391.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -306408.062500 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -306408.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -306426.062500 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -306426.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -306442.687500 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -306442.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -306459.718750 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -306459.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -306474.218750 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -306474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -306482.750000 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -306482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306486.906250 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -306486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -306487.656250 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -306487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -306489.125000 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -306489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -306491.375000 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -306491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306491.500000 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -306491.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306491.500000 Penalty: 3872.121338
	Iteration 18F: 3 clusters Score -306491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Entering Unmasked Estep 
Score: -21344786.000000 Penalty: 2981.634766
	Iteration 0F: 2 clusters Score -2.134479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -21233666.000000 Penalty: 5963.269531
	Iteration 0F: 3 clusters Score -2.123367e+07 nChanged 79693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -21280138.000000 Penalty: 5963.269531
	Iteration 1F: 3 clusters Score -2.128014e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -21281582.000000 Penalty: 5963.269531
	Iteration 2Q: 3 clusters Score -2.128158e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -21283828.000000 Penalty: 5963.269531
	Iteration 3Q: 3 clusters Score -2.128383e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -21287246.000000 Penalty: 5963.269531
	Iteration 4Q: 3 clusters Score -2.128725e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 101746 members 
Entering Unmasked Estep 
Score: -21291810.000000 Penalty: 5963.269531
	Iteration 5Q: 3 clusters Score -2.129181e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -21298226.000000 Penalty: 5963.269531
	Iteration 6F: 3 clusters Score -2.129823e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -21306532.000000 Penalty: 5963.269531
	Iteration 7F: 3 clusters Score -2.130653e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -21314418.000000 Penalty: 5963.269531
	Iteration 8F: 3 clusters Score -2.131442e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 131180 members 
Entering Unmasked Estep 
Score: -21320732.000000 Penalty: 5963.269531
	Iteration 9F: 3 clusters Score -2.132073e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 136832 members 
Entering Unmasked Estep 
Score: -21325310.000000 Penalty: 5963.269531
	Iteration 10Q: 3 clusters Score -2.132531e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 141653 members 
Entering Unmasked Estep 
Score: -21328556.000000 Penalty: 5963.269531
	Iteration 11Q: 3 clusters Score -2.132856e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 146008 members 
Entering Unmasked Estep 
Score: -21331308.000000 Penalty: 5963.269531
	Iteration 12Q: 3 clusters Score -2.133131e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 149792 members 
Entering Unmasked Estep 
Score: -21333386.000000 Penalty: 5963.269531
	Iteration 13Q: 3 clusters Score -2.133339e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -21335256.000000 Penalty: 5963.269531
	Iteration 14Q: 3 clusters Score -2.133526e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 155928 members 
Entering Unmasked Estep 
Score: -21336754.000000 Penalty: 5963.269531
	Iteration 15Q: 3 clusters Score -2.133675e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -21338130.000000 Penalty: 5963.269531
	Iteration 16Q: 3 clusters Score -2.133813e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 160246 members 
Entering Unmasked Estep 
Score: -21339296.000000 Penalty: 5963.269531
	Iteration 17Q: 3 clusters Score -2.13393e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 161705 members 
Entering Unmasked Estep 
Score: -21340198.000000 Penalty: 5963.269531
	Iteration 18Q: 3 clusters Score -2.13402e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -21340920.000000 Penalty: 5963.269531
	Iteration 19Q: 3 clusters Score -2.134092e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -21341348.000000 Penalty: 5963.269531
	Iteration 20F: 3 clusters Score -2.134135e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 164112 members 
Entering Unmasked Estep 
Score: -21341612.000000 Penalty: 5963.269531
	Iteration 21Q: 3 clusters Score -2.134161e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -21341826.000000 Penalty: 5963.269531
	Iteration 22Q: 3 clusters Score -2.134183e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 164677 members 
Entering Unmasked Estep 
Score: -21341932.000000 Penalty: 5963.269531
	Iteration 23Q: 3 clusters Score -2.134193e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -21341958.000000 Penalty: 5963.269531
	Iteration 24Q: 3 clusters Score -2.134196e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -21342030.000000 Penalty: 5963.269531
	Iteration 25Q: 3 clusters Score -2.134203e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
Score: -21342066.000000 Penalty: 5963.269531
	Iteration 26Q: 3 clusters Score -2.134207e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -21342126.000000 Penalty: 5963.269531
	Iteration 27Q: 3 clusters Score -2.134213e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -21342152.000000 Penalty: 5963.269531
	Iteration 28Q: 3 clusters Score -2.134215e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 165318 members 
Entering Unmasked Estep 
Score: -21342186.000000 Penalty: 5963.269531
	Iteration 29Q: 3 clusters Score -2.134219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 165351 members 
Entering Unmasked Estep 
Score: -21342208.000000 Penalty: 5963.269531
	Iteration 30Q: 3 clusters Score -2.134221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 165379 members 
Entering Unmasked Estep 
Score: -21342206.000000 Penalty: 5963.269531
	Iteration 31Q: 3 clusters Score -2.134221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -21342234.000000 Penalty: 5963.269531
	Iteration 32Q: 3 clusters Score -2.134223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -21342242.000000 Penalty: 5963.269531
	Iteration 33Q: 3 clusters Score -2.134224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -21342270.000000 Penalty: 5963.269531
	Iteration 34Q: 3 clusters Score -2.134227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -21342276.000000 Penalty: 5963.269531
	Iteration 35Q: 3 clusters Score -2.134228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 165480 members 
Entering Unmasked Estep 
Score: -21342274.000000 Penalty: 5963.269531
	Iteration 36Q: 3 clusters Score -2.134227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -21342276.000000 Penalty: 5963.269531
	Iteration 37Q: 3 clusters Score -2.134228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -21342294.000000 Penalty: 5963.269531
	Iteration 38Q: 3 clusters Score -2.134229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -21342314.000000 Penalty: 5963.269531
	Iteration 39Q: 3 clusters Score -2.134231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -21342300.000000 Penalty: 5963.269531
	Iteration 40F: 3 clusters Score -2.13423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 165547 members 
Entering Unmasked Estep 
Score: -21342306.000000 Penalty: 5963.269531
	Iteration 41Q: 3 clusters Score -2.134231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 165554 members 
Entering Unmasked Estep 
Score: -21342304.000000 Penalty: 5963.269531
	Iteration 42Q: 3 clusters Score -2.13423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 165558 members 
Entering Unmasked Estep 
Score: -21342308.000000 Penalty: 5963.269531
	Iteration 43Q: 3 clusters Score -2.134231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -21342314.000000 Penalty: 5963.269531
	Iteration 44Q: 3 clusters Score -2.134231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -21342330.000000 Penalty: 5963.269531
	Iteration 45Q: 3 clusters Score -2.134233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -21342330.000000 Penalty: 5963.269531
	Iteration 46Q: 3 clusters Score -2.134233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -21342332.000000 Penalty: 5963.269531
	Iteration 47Q: 3 clusters Score -2.134233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 165599 members 
Entering Unmasked Estep 
Score: -21342338.000000 Penalty: 5963.269531
	Iteration 48Q: 3 clusters Score -2.134234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 165606 members 
Entering Unmasked Estep 
Score: -21342326.000000 Penalty: 5963.269531
	Iteration 49Q: 3 clusters Score -2.134233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -21342338.000000 Penalty: 5963.269531
	Iteration 50Q: 3 clusters Score -2.134234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -21342350.000000 Penalty: 5963.269531
	Iteration 51Q: 3 clusters Score -2.134235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -21342342.000000 Penalty: 5963.269531
	Iteration 52Q: 3 clusters Score -2.134234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 165632 members 
Entering Unmasked Estep 
Score: -21342356.000000 Penalty: 5963.269531
	Iteration 53Q: 3 clusters Score -2.134236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 165639 members 
Entering Unmasked Estep 
Score: -21342366.000000 Penalty: 5963.269531
	Iteration 54Q: 3 clusters Score -2.134237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 165645 members 
Entering Unmasked Estep 
Score: -21342356.000000 Penalty: 5963.269531
	Iteration 55Q: 3 clusters Score -2.134236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -21342368.000000 Penalty: 5963.269531
	Iteration 56Q: 3 clusters Score -2.134237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -21342362.000000 Penalty: 5963.269531
	Iteration 57Q: 3 clusters Score -2.134236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -21342378.000000 Penalty: 5963.269531
	Iteration 58Q: 3 clusters Score -2.134238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -21342372.000000 Penalty: 5963.269531
	Iteration 59Q: 3 clusters Score -2.134237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 165675 members 
Entering Unmasked Estep 
Score: -21342384.000000 Penalty: 5963.269531
	Iteration 60F: 3 clusters Score -2.134238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -21342372.000000 Penalty: 5963.269531
	Iteration 61Q: 3 clusters Score -2.134237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -21342372.000000 Penalty: 5963.269531
	Iteration 62F: 3 clusters Score -2.134237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -227889.031250 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -227889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225339.765625 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -225339.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -225764.171875 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -225764.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -225889.234375 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -225889.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225947.265625 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -225947.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -225982.359375 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -225982.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226004.750000 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -226004.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -226027.031250 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -226027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226049.375000 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -226049.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -226059.625000 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -226059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -226065.921875 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -226065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -226076.015625 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -226076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226079.578125 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -226079.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -226083.500000 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -226083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226087.312500 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -226087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -226089.015625 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -226089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -226089.250000 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -226089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -226091.187500 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -226091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -226092.312500 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -226092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226095.671875 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -226095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -226098.859375 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -226098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -226103.265625 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -226103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226105.890625 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -226105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226107.765625 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -226107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -226108.453125 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -226108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -226108.734375 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -226108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -226109.421875 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -226109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226110.390625 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -226110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -226111.765625 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -226111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226112.296875 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -226112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226112.296875 Penalty: 3721.084473
	Iteration 29F: 3 clusters Score -226112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 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 268 members 
Entering Unmasked Estep 
Score: -52729.320312 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52729.32 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53163.902344 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -53163.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53754.304688 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53754.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54315.609375 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -54315.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55046.261719 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -55046.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55328.503906 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -55328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55452.789062 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -55452.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55499.156250 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -55499.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 9F: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61486 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169281 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 161 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16763 members 
Mstep: Class 16 contains 182405 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201362 members 
Mstep: Class 19 contains 121854 members 
Mstep: Class 20 contains 19508 members 
Mstep: Class 21 contains 349 members 
Entering Unmasked Estep 
Score: -149699568.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149700144.000000 to -149699568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87829.992188 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87829.99 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88282.468750 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88282.47 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88563.359375 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88563.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88752.968750 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88752.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88903.578125 Penalty: 3350.861328
	Iteration 4Q: 3 clusters Score -88903.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89021.515625 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -89021.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89106.156250 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -89106.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89156.906250 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89156.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89215.195312 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -89215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89244.984375 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -89244.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89271.320312 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -89271.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89326.812500 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -89326.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89413.539062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -89413.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89570.195312 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -89570.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89828.562500 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -89828.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90073.539062 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -90073.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90108.765625 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -90108.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90152.140625 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -90152.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90212.070312 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -90212.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90282.812500 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -90282.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90283.554688 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -90283.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61486 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169281 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 415 members 
Mstep: Class 15 contains 16763 members 
Mstep: Class 16 contains 182405 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201362 members 
Mstep: Class 19 contains 121854 members 
Mstep: Class 20 contains 19508 members 
Mstep: Class 21 contains 444 members 
Entering Unmasked Estep 
Score: -149698992.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149700144.000000 to -149698992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -2144341.500000 Penalty: 2412.278564
	Iteration 0F: 2 clusters Score -2144342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2132227.750000 Penalty: 4824.557129
	Iteration 0F: 3 clusters Score -2132228 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2136161.250000 Penalty: 4824.557129
	Iteration 1F: 3 clusters Score -2136161 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2136503.250000 Penalty: 4824.557129
	Iteration 2F: 3 clusters Score -2136503 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2136744.750000 Penalty: 4824.557129
	Iteration 3Q: 3 clusters Score -2136745 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2136950.750000 Penalty: 4824.557129
	Iteration 4Q: 3 clusters Score -2136951 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2137124.000000 Penalty: 4824.557129
	Iteration 5Q: 3 clusters Score -2137124 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2137263.500000 Penalty: 4824.557129
	Iteration 6Q: 3 clusters Score -2137264 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2137403.250000 Penalty: 4824.557129
	Iteration 7Q: 3 clusters Score -2137403 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2137528.250000 Penalty: 4824.557129
	Iteration 8Q: 3 clusters Score -2137528 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2137652.250000 Penalty: 4824.557129
	Iteration 9Q: 3 clusters Score -2137652 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2137805.000000 Penalty: 4824.557129
	Iteration 10Q: 3 clusters Score -2137805 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2137994.750000 Penalty: 4824.557129
	Iteration 11Q: 3 clusters Score -2137995 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2138235.000000 Penalty: 4824.557129
	Iteration 12Q: 3 clusters Score -2138235 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2138578.750000 Penalty: 4824.557129
	Iteration 13Q: 3 clusters Score -2138579 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2138979.500000 Penalty: 4824.557129
	Iteration 14Q: 3 clusters Score -2138980 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2139416.250000 Penalty: 4824.557129
	Iteration 15Q: 3 clusters Score -2139416 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2139838.500000 Penalty: 4824.557129
	Iteration 16Q: 3 clusters Score -2139838 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2140259.250000 Penalty: 4824.557129
	Iteration 17Q: 3 clusters Score -2140259 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2140670.000000 Penalty: 4824.557129
	Iteration 18Q: 3 clusters Score -2140670 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2141010.750000 Penalty: 4824.557129
	Iteration 19Q: 3 clusters Score -2141011 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2141329.000000 Penalty: 4824.557129
	Iteration 20F: 3 clusters Score -2141329 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2141619.500000 Penalty: 4824.557129
	Iteration 21Q: 3 clusters Score -2141620 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2141846.000000 Penalty: 4824.557129
	Iteration 22Q: 3 clusters Score -2141846 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2142016.500000 Penalty: 4824.557129
	Iteration 23Q: 3 clusters Score -2142016 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2142127.000000 Penalty: 4824.557129
	Iteration 24Q: 3 clusters Score -2142127 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2142212.250000 Penalty: 4824.557129
	Iteration 25Q: 3 clusters Score -2142212 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2142274.750000 Penalty: 4824.557129
	Iteration 26Q: 3 clusters Score -2142275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2142302.500000 Penalty: 4824.557129
	Iteration 27Q: 3 clusters Score -2142302 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2142337.250000 Penalty: 4824.557129
	Iteration 28Q: 3 clusters Score -2142337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2142345.750000 Penalty: 4824.557129
	Iteration 29Q: 3 clusters Score -2142346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2142353.250000 Penalty: 4824.557129
	Iteration 30Q: 3 clusters Score -2142353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2142363.750000 Penalty: 4824.557129
	Iteration 31Q: 3 clusters Score -2142364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2142369.750000 Penalty: 4824.557129
	Iteration 32Q: 3 clusters Score -2142370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2142380.000000 Penalty: 4824.557129
	Iteration 33Q: 3 clusters Score -2142380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2142380.500000 Penalty: 4824.557129
	Iteration 34Q: 3 clusters Score -2142380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2142383.500000 Penalty: 4824.557129
	Iteration 35Q: 3 clusters Score -2142384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2142380.250000 Penalty: 4824.557129
	Iteration 36Q: 3 clusters Score -2142380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2142387.000000 Penalty: 4824.557129
	Iteration 37Q: 3 clusters Score -2142387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2142387.750000 Penalty: 4824.557129
	Iteration 38Q: 3 clusters Score -2142388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2142391.250000 Penalty: 4824.557129
	Iteration 39Q: 3 clusters Score -2142391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2142395.250000 Penalty: 4824.557129
	Iteration 40F: 3 clusters Score -2142395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2142391.250000 Penalty: 4824.557129
	Iteration 41Q: 3 clusters Score -2142391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2142395.750000 Penalty: 4824.557129
	Iteration 42Q: 3 clusters Score -2142396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2142396.000000 Penalty: 4824.557129
	Iteration 43Q: 3 clusters Score -2142396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2142394.750000 Penalty: 4824.557129
	Iteration 44Q: 3 clusters Score -2142395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2142395.000000 Penalty: 4824.557129
	Iteration 45Q: 3 clusters Score -2142395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2142395.000000 Penalty: 4824.557129
	Iteration 46F: 3 clusters Score -2142395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182405 members 
Entering Unmasked Estep 
Score: -23463090.000000 Penalty: 3004.268311
	Iteration 0F: 2 clusters Score -2.346309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -23344882.000000 Penalty: 6008.536621
	Iteration 0F: 3 clusters Score -2.334488e+07 nChanged 87673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 89411 members 
Entering Unmasked Estep 
Score: -23395942.000000 Penalty: 6008.536621
	Iteration 1F: 3 clusters Score -2.339594e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -23396736.000000 Penalty: 6008.536621
	Iteration 2Q: 3 clusters Score -2.339674e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -23397734.000000 Penalty: 6008.536621
	Iteration 3Q: 3 clusters Score -2.339773e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -23398650.000000 Penalty: 6008.536621
	Iteration 4Q: 3 clusters Score -2.339865e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100363 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -23400220.000000 Penalty: 6008.536621
	Iteration 5Q: 3 clusters Score -2.340022e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -23402238.000000 Penalty: 6008.536621
	Iteration 6Q: 3 clusters Score -2.340224e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -23406212.000000 Penalty: 6008.536621
	Iteration 7Q: 3 clusters Score -2.340621e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 61272 members 
Entering Unmasked Estep 
Score: -23412700.000000 Penalty: 6008.536621
	Iteration 8F: 3 clusters Score -2.34127e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132422 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -23421948.000000 Penalty: 6008.536621
	Iteration 9F: 3 clusters Score -2.342195e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143824 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -23431878.000000 Penalty: 6008.536621
	Iteration 10F: 3 clusters Score -2.343188e+07 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -23440550.000000 Penalty: 6008.536621
	Iteration 11F: 3 clusters Score -2.344055e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -23446770.000000 Penalty: 6008.536621
	Iteration 12Q: 3 clusters Score -2.344677e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -23450922.000000 Penalty: 6008.536621
	Iteration 13Q: 3 clusters Score -2.345092e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -23453684.000000 Penalty: 6008.536621
	Iteration 14Q: 3 clusters Score -2.345368e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172486 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -23455652.000000 Penalty: 6008.536621
	Iteration 15Q: 3 clusters Score -2.345565e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -23457166.000000 Penalty: 6008.536621
	Iteration 16Q: 3 clusters Score -2.345717e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177238 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -23458426.000000 Penalty: 6008.536621
	Iteration 17Q: 3 clusters Score -2.345843e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178829 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -23459092.000000 Penalty: 6008.536621
	Iteration 18Q: 3 clusters Score -2.345909e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -23459574.000000 Penalty: 6008.536621
	Iteration 19Q: 3 clusters Score -2.345957e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180663 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -23459972.000000 Penalty: 6008.536621
	Iteration 20F: 3 clusters Score -2.345997e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181092 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23460190.000000 Penalty: 6008.536621
	Iteration 21Q: 3 clusters Score -2.346019e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181333 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23460312.000000 Penalty: 6008.536621
	Iteration 22Q: 3 clusters Score -2.346031e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181492 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -23460328.000000 Penalty: 6008.536621
	Iteration 23Q: 3 clusters Score -2.346033e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23460334.000000 Penalty: 6008.536621
	Iteration 24Q: 3 clusters Score -2.346033e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -23460424.000000 Penalty: 6008.536621
	Iteration 25Q: 3 clusters Score -2.346042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181712 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -23460454.000000 Penalty: 6008.536621
	Iteration 26Q: 3 clusters Score -2.346045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181737 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23460464.000000 Penalty: 6008.536621
	Iteration 27Q: 3 clusters Score -2.346046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181760 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23460496.000000 Penalty: 6008.536621
	Iteration 28Q: 3 clusters Score -2.34605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181773 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -23460494.000000 Penalty: 6008.536621
	Iteration 29Q: 3 clusters Score -2.346049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181784 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -23460492.000000 Penalty: 6008.536621
	Iteration 30Q: 3 clusters Score -2.346049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -23460502.000000 Penalty: 6008.536621
	Iteration 31Q: 3 clusters Score -2.34605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181807 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23460520.000000 Penalty: 6008.536621
	Iteration 32Q: 3 clusters Score -2.346052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181810 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -23460522.000000 Penalty: 6008.536621
	Iteration 33Q: 3 clusters Score -2.346052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181821 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -23460530.000000 Penalty: 6008.536621
	Iteration 34Q: 3 clusters Score -2.346053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181834 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -23460558.000000 Penalty: 6008.536621
	Iteration 35Q: 3 clusters Score -2.346056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -23460578.000000 Penalty: 6008.536621
	Iteration 36Q: 3 clusters Score -2.346058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181859 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -23460600.000000 Penalty: 6008.536621
	Iteration 37Q: 3 clusters Score -2.34606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181869 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23460598.000000 Penalty: 6008.536621
	Iteration 38Q: 3 clusters Score -2.34606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -23460608.000000 Penalty: 6008.536621
	Iteration 39Q: 3 clusters Score -2.346061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181877 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -23460622.000000 Penalty: 6008.536621
	Iteration 40F: 3 clusters Score -2.346062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -23460616.000000 Penalty: 6008.536621
	Iteration 41Q: 3 clusters Score -2.346062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181884 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -23460624.000000 Penalty: 6008.536621
	Iteration 42Q: 3 clusters Score -2.346062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23460620.000000 Penalty: 6008.536621
	Iteration 43Q: 3 clusters Score -2.346062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23460612.000000 Penalty: 6008.536621
	Iteration 44Q: 3 clusters Score -2.346061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181884 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -23460614.000000 Penalty: 6008.536621
	Iteration 45Q: 3 clusters Score -2.346061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23460624.000000 Penalty: 6008.536621
	Iteration 46Q: 3 clusters Score -2.346062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23460636.000000 Penalty: 6008.536621
	Iteration 47Q: 3 clusters Score -2.346064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23460636.000000 Penalty: 6008.536621
	Iteration 48F: 3 clusters Score -2.346064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 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 334 members 
Entering Unmasked Estep 
Score: -73954.804688 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73954.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74238.726562 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74238.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74332.351562 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74332.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74424.703125 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -74424.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74478.132812 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74478.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74515.273438 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74515.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74531.593750 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74531.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74536.406250 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74536.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74545.648438 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74545.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74559.500000 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74562.265625 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74562.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74564.578125 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74564.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74567.390625 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74567.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -74570.148438 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74570.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74572.289062 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74572.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74574.640625 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -74574.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74574.640625 Penalty: 3217.891357
	Iteration 16F: 3 clusters Score -74574.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201362 members 
Entering Unmasked Estep 
Score: -25761580.000000 Penalty: 3028.789062
	Iteration 0F: 2 clusters Score -2.576158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -25630778.000000 Penalty: 6057.578125
	Iteration 0F: 3 clusters Score -2.563078e+07 nChanged 96854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -25687118.000000 Penalty: 6057.578125
	Iteration 1F: 3 clusters Score -2.568712e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -25688128.000000 Penalty: 6057.578125
	Iteration 2Q: 3 clusters Score -2.568813e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -25689216.000000 Penalty: 6057.578125
	Iteration 3Q: 3 clusters Score -2.568922e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -25690456.000000 Penalty: 6057.578125
	Iteration 4Q: 3 clusters Score -2.569046e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -25692034.000000 Penalty: 6057.578125
	Iteration 5Q: 3 clusters Score -2.569203e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89697 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -25694196.000000 Penalty: 6057.578125
	Iteration 6Q: 3 clusters Score -2.56942e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -25697632.000000 Penalty: 6057.578125
	Iteration 7Q: 3 clusters Score -2.569763e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 123585 members 
Entering Unmasked Estep 
Score: -25703090.000000 Penalty: 6057.578125
	Iteration 8F: 3 clusters Score -2.570309e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 131975 members 
Entering Unmasked Estep 
Score: -25711216.000000 Penalty: 6057.578125
	Iteration 9F: 3 clusters Score -2.571122e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 140833 members 
Entering Unmasked Estep 
Score: -25720870.000000 Penalty: 6057.578125
	Iteration 10F: 3 clusters Score -2.572087e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 148470 members 
Entering Unmasked Estep 
Score: -25729998.000000 Penalty: 6057.578125
	Iteration 11F: 3 clusters Score -2.573e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 154247 members 
Entering Unmasked Estep 
Score: -25735850.000000 Penalty: 6057.578125
	Iteration 12Q: 3 clusters Score -2.573585e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -25738834.000000 Penalty: 6057.578125
	Iteration 13Q: 3 clusters Score -2.573883e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 163347 members 
Entering Unmasked Estep 
Score: -25741268.000000 Penalty: 6057.578125
	Iteration 14Q: 3 clusters Score -2.574127e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 167623 members 
Entering Unmasked Estep 
Score: -25743322.000000 Penalty: 6057.578125
	Iteration 15Q: 3 clusters Score -2.574332e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -25745460.000000 Penalty: 6057.578125
	Iteration 16Q: 3 clusters Score -2.574546e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -25747628.000000 Penalty: 6057.578125
	Iteration 17Q: 3 clusters Score -2.574763e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 180460 members 
Entering Unmasked Estep 
Score: -25749852.000000 Penalty: 6057.578125
	Iteration 18Q: 3 clusters Score -2.574985e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -25751932.000000 Penalty: 6057.578125
	Iteration 19Q: 3 clusters Score -2.575193e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 188285 members 
Entering Unmasked Estep 
Score: -25754230.000000 Penalty: 6057.578125
	Iteration 20F: 3 clusters Score -2.575423e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 191312 members 
Entering Unmasked Estep 
Score: -25755662.000000 Penalty: 6057.578125
	Iteration 21Q: 3 clusters Score -2.575566e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -25756962.000000 Penalty: 6057.578125
	Iteration 22Q: 3 clusters Score -2.575696e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -25757876.000000 Penalty: 6057.578125
	Iteration 23Q: 3 clusters Score -2.575788e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -25758428.000000 Penalty: 6057.578125
	Iteration 24Q: 3 clusters Score -2.575843e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 197579 members 
Entering Unmasked Estep 
Score: -25758824.000000 Penalty: 6057.578125
	Iteration 25Q: 3 clusters Score -2.575882e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 198206 members 
Entering Unmasked Estep 
Score: -25758958.000000 Penalty: 6057.578125
	Iteration 26Q: 3 clusters Score -2.575896e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 198679 members 
Entering Unmasked Estep 
Score: -25759096.000000 Penalty: 6057.578125
	Iteration 27Q: 3 clusters Score -2.57591e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 198999 members 
Entering Unmasked Estep 
Score: -25759204.000000 Penalty: 6057.578125
	Iteration 28Q: 3 clusters Score -2.57592e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 199252 members 
Entering Unmasked Estep 
Score: -25759216.000000 Penalty: 6057.578125
	Iteration 29Q: 3 clusters Score -2.575922e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 199432 members 
Entering Unmasked Estep 
Score: -25759232.000000 Penalty: 6057.578125
	Iteration 30Q: 3 clusters Score -2.575923e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 199570 members 
Entering Unmasked Estep 
Score: -25759256.000000 Penalty: 6057.578125
	Iteration 31Q: 3 clusters Score -2.575926e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 199669 members 
Entering Unmasked Estep 
Score: -25759282.000000 Penalty: 6057.578125
	Iteration 32Q: 3 clusters Score -2.575928e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 199768 members 
Entering Unmasked Estep 
Score: -25759272.000000 Penalty: 6057.578125
	Iteration 33Q: 3 clusters Score -2.575927e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 199856 members 
Entering Unmasked Estep 
Score: -25759272.000000 Penalty: 6057.578125
	Iteration 34Q: 3 clusters Score -2.575927e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 199924 members 
Entering Unmasked Estep 
Score: -25759296.000000 Penalty: 6057.578125
	Iteration 35Q: 3 clusters Score -2.57593e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 199985 members 
Entering Unmasked Estep 
Score: -25759274.000000 Penalty: 6057.578125
	Iteration 36Q: 3 clusters Score -2.575927e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 200039 members 
Entering Unmasked Estep 
Score: -25759252.000000 Penalty: 6057.578125
	Iteration 37Q: 3 clusters Score -2.575925e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 200083 members 
Entering Unmasked Estep 
Score: -25759230.000000 Penalty: 6057.578125
	Iteration 38Q: 3 clusters Score -2.575923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 200119 members 
Entering Unmasked Estep 
Score: -25759268.000000 Penalty: 6057.578125
	Iteration 39Q: 3 clusters Score -2.575927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 200149 members 
Entering Unmasked Estep 
Score: -25759284.000000 Penalty: 6057.578125
	Iteration 40F: 3 clusters Score -2.575928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 200178 members 
Entering Unmasked Estep 
Score: -25759306.000000 Penalty: 6057.578125
	Iteration 41Q: 3 clusters Score -2.575931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 200199 members 
Entering Unmasked Estep 
Score: -25759334.000000 Penalty: 6057.578125
	Iteration 42Q: 3 clusters Score -2.575933e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 200227 members 
Entering Unmasked Estep 
Score: -25759324.000000 Penalty: 6057.578125
	Iteration 43Q: 3 clusters Score -2.575932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 200252 members 
Entering Unmasked Estep 
Score: -25759326.000000 Penalty: 6057.578125
	Iteration 44Q: 3 clusters Score -2.575933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 200267 members 
Entering Unmasked Estep 
Score: -25759308.000000 Penalty: 6057.578125
	Iteration 45Q: 3 clusters Score -2.575931e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 200281 members 
Entering Unmasked Estep 
Score: -25759320.000000 Penalty: 6057.578125
	Iteration 46Q: 3 clusters Score -2.575932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 200296 members 
Entering Unmasked Estep 
Score: -25759334.000000 Penalty: 6057.578125
	Iteration 47Q: 3 clusters Score -2.575933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 200310 members 
Entering Unmasked Estep 
Score: -25759362.000000 Penalty: 6057.578125
	Iteration 48Q: 3 clusters Score -2.575936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 200324 members 
Entering Unmasked Estep 
Score: -25759356.000000 Penalty: 6057.578125
	Iteration 49Q: 3 clusters Score -2.575936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 200342 members 
Entering Unmasked Estep 
Score: -25759354.000000 Penalty: 6057.578125
	Iteration 50Q: 3 clusters Score -2.575935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 200359 members 
Entering Unmasked Estep 
Score: -25759354.000000 Penalty: 6057.578125
	Iteration 51Q: 3 clusters Score -2.575935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 200369 members 
Entering Unmasked Estep 
Score: -25759350.000000 Penalty: 6057.578125
	Iteration 52Q: 3 clusters Score -2.575935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 200376 members 
Entering Unmasked Estep 
Score: -25759344.000000 Penalty: 6057.578125
	Iteration 53Q: 3 clusters Score -2.575934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 200380 members 
Entering Unmasked Estep 
Score: -25759364.000000 Penalty: 6057.578125
	Iteration 54Q: 3 clusters Score -2.575936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 200386 members 
Entering Unmasked Estep 
Score: -25759382.000000 Penalty: 6057.578125
	Iteration 55Q: 3 clusters Score -2.575938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 200394 members 
Entering Unmasked Estep 
Score: -25759360.000000 Penalty: 6057.578125
	Iteration 56Q: 3 clusters Score -2.575936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 200401 members 
Entering Unmasked Estep 
Score: -25759342.000000 Penalty: 6057.578125
	Iteration 57Q: 3 clusters Score -2.575934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 200409 members 
Entering Unmasked Estep 
Score: -25759356.000000 Penalty: 6057.578125
	Iteration 58Q: 3 clusters Score -2.575936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 200417 members 
Entering Unmasked Estep 
Score: -25759362.000000 Penalty: 6057.578125
	Iteration 59Q: 3 clusters Score -2.575936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 200420 members 
Entering Unmasked Estep 
Score: -25759358.000000 Penalty: 6057.578125
	Iteration 60F: 3 clusters Score -2.575936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 200425 members 
Entering Unmasked Estep 
Score: -25759338.000000 Penalty: 6057.578125
	Iteration 61Q: 3 clusters Score -2.575934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 200427 members 
Entering Unmasked Estep 
Score: -25759340.000000 Penalty: 6057.578125
	Iteration 62Q: 3 clusters Score -2.575934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 200430 members 
Entering Unmasked Estep 
Score: -25759340.000000 Penalty: 6057.578125
	Iteration 63Q: 3 clusters Score -2.575934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 200433 members 
Entering Unmasked Estep 
Score: -25759338.000000 Penalty: 6057.578125
	Iteration 64Q: 3 clusters Score -2.575934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 200435 members 
Entering Unmasked Estep 
Score: -25759342.000000 Penalty: 6057.578125
	Iteration 65Q: 3 clusters Score -2.575934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 200436 members 
Entering Unmasked Estep 
Score: -25759338.000000 Penalty: 6057.578125
	Iteration 66Q: 3 clusters Score -2.575934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 200437 members 
Entering Unmasked Estep 
Score: -25759326.000000 Penalty: 6057.578125
	Iteration 67Q: 3 clusters Score -2.575933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 200440 members 
Entering Unmasked Estep 
Score: -25759324.000000 Penalty: 6057.578125
	Iteration 68Q: 3 clusters Score -2.575932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 200443 members 
Entering Unmasked Estep 
Score: -25759334.000000 Penalty: 6057.578125
	Iteration 69Q: 3 clusters Score -2.575933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 200447 members 
Entering Unmasked Estep 
Score: -25759324.000000 Penalty: 6057.578125
	Iteration 70Q: 3 clusters Score -2.575932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 200449 members 
Entering Unmasked Estep 
Score: -25759350.000000 Penalty: 6057.578125
	Iteration 71Q: 3 clusters Score -2.575935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 200451 members 
Entering Unmasked Estep 
Score: -25759358.000000 Penalty: 6057.578125
	Iteration 72Q: 3 clusters Score -2.575936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 200451 members 
Entering Unmasked Estep 
Score: -25759358.000000 Penalty: 6057.578125
	Iteration 73F: 3 clusters Score -2.575936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Entering Unmasked Estep 
Score: -15670282.000000 Penalty: 2904.223633
	Iteration 0F: 2 clusters Score -1.567028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -15588617.000000 Penalty: 5808.447266
	Iteration 0F: 3 clusters Score -1.558862e+07 nChanged 58251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -15622898.000000 Penalty: 5808.447266
	Iteration 1F: 3 clusters Score -1.56229e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -15623882.000000 Penalty: 5808.447266
	Iteration 2Q: 3 clusters Score -1.562388e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -15624814.000000 Penalty: 5808.447266
	Iteration 3Q: 3 clusters Score -1.562481e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -15626198.000000 Penalty: 5808.447266
	Iteration 4Q: 3 clusters Score -1.56262e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -15628360.000000 Penalty: 5808.447266
	Iteration 5Q: 3 clusters Score -1.562836e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -15631696.000000 Penalty: 5808.447266
	Iteration 6F: 3 clusters Score -1.56317e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -15636758.000000 Penalty: 5808.447266
	Iteration 7F: 3 clusters Score -1.563676e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -15643096.000000 Penalty: 5808.447266
	Iteration 8F: 3 clusters Score -1.56431e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97774 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -15649574.000000 Penalty: 5808.447266
	Iteration 9F: 3 clusters Score -1.564957e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -15654681.000000 Penalty: 5808.447266
	Iteration 10F: 3 clusters Score -1.565468e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -15658340.000000 Penalty: 5808.447266
	Iteration 11Q: 3 clusters Score -1.565834e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -15661032.000000 Penalty: 5808.447266
	Iteration 12Q: 3 clusters Score -1.566103e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113649 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -15662841.000000 Penalty: 5808.447266
	Iteration 13Q: 3 clusters Score -1.566284e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -15664200.000000 Penalty: 5808.447266
	Iteration 14Q: 3 clusters Score -1.56642e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -15665105.000000 Penalty: 5808.447266
	Iteration 15Q: 3 clusters Score -1.56651e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -15665872.000000 Penalty: 5808.447266
	Iteration 16Q: 3 clusters Score -1.566587e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -15666458.000000 Penalty: 5808.447266
	Iteration 17Q: 3 clusters Score -1.566646e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -15666895.000000 Penalty: 5808.447266
	Iteration 18Q: 3 clusters Score -1.56669e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15667213.000000 Penalty: 5808.447266
	Iteration 19Q: 3 clusters Score -1.566721e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120472 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15667402.000000 Penalty: 5808.447266
	Iteration 20F: 3 clusters Score -1.56674e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15667514.000000 Penalty: 5808.447266
	Iteration 21Q: 3 clusters Score -1.566751e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15667597.000000 Penalty: 5808.447266
	Iteration 22Q: 3 clusters Score -1.56676e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -15667655.000000 Penalty: 5808.447266
	Iteration 23Q: 3 clusters Score -1.566766e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -15667682.000000 Penalty: 5808.447266
	Iteration 24Q: 3 clusters Score -1.566768e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15667734.000000 Penalty: 5808.447266
	Iteration 25Q: 3 clusters Score -1.566773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -15667756.000000 Penalty: 5808.447266
	Iteration 26Q: 3 clusters Score -1.566776e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -15667763.000000 Penalty: 5808.447266
	Iteration 27Q: 3 clusters Score -1.566776e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15667749.000000 Penalty: 5808.447266
	Iteration 28Q: 3 clusters Score -1.566775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121139 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15667786.000000 Penalty: 5808.447266
	Iteration 29Q: 3 clusters Score -1.566779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121153 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15667799.000000 Penalty: 5808.447266
	Iteration 30Q: 3 clusters Score -1.56678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15667791.000000 Penalty: 5808.447266
	Iteration 31Q: 3 clusters Score -1.566779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15667801.000000 Penalty: 5808.447266
	Iteration 32Q: 3 clusters Score -1.56678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15667794.000000 Penalty: 5808.447266
	Iteration 33Q: 3 clusters Score -1.566779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121165 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15667794.000000 Penalty: 5808.447266
	Iteration 34F: 3 clusters Score -1.566779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Entering Unmasked Estep 
Score: -2508881.250000 Penalty: 2449.887939
	Iteration 0F: 2 clusters Score -2508881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2495081.500000 Penalty: 4899.775879
	Iteration 0F: 3 clusters Score -2495082 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2499561.750000 Penalty: 4899.775879
	Iteration 1F: 3 clusters Score -2499562 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2499924.750000 Penalty: 4899.775879
	Iteration 2F: 3 clusters Score -2499925 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2500193.250000 Penalty: 4899.775879
	Iteration 3Q: 3 clusters Score -2500193 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2500436.000000 Penalty: 4899.775879
	Iteration 4Q: 3 clusters Score -2500436 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2500687.750000 Penalty: 4899.775879
	Iteration 5Q: 3 clusters Score -2500688 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2501000.000000 Penalty: 4899.775879
	Iteration 6Q: 3 clusters Score -2501000 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2501416.500000 Penalty: 4899.775879
	Iteration 7Q: 3 clusters Score -2501416 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2501966.500000 Penalty: 4899.775879
	Iteration 8Q: 3 clusters Score -2501966 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2502804.500000 Penalty: 4899.775879
	Iteration 9F: 3 clusters Score -2502804 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2503847.250000 Penalty: 4899.775879
	Iteration 10F: 3 clusters Score -2503847 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2504902.750000 Penalty: 4899.775879
	Iteration 11F: 3 clusters Score -2504903 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2505735.250000 Penalty: 4899.775879
	Iteration 12Q: 3 clusters Score -2505735 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2506216.750000 Penalty: 4899.775879
	Iteration 13Q: 3 clusters Score -2506217 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2506436.750000 Penalty: 4899.775879
	Iteration 14Q: 3 clusters Score -2506437 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2506555.500000 Penalty: 4899.775879
	Iteration 15Q: 3 clusters Score -2506556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2506618.500000 Penalty: 4899.775879
	Iteration 16Q: 3 clusters Score -2506618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2506667.500000 Penalty: 4899.775879
	Iteration 17Q: 3 clusters Score -2506668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2506687.000000 Penalty: 4899.775879
	Iteration 18Q: 3 clusters Score -2506687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2506707.000000 Penalty: 4899.775879
	Iteration 19Q: 3 clusters Score -2506707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2506722.250000 Penalty: 4899.775879
	Iteration 20F: 3 clusters Score -2506722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2506725.500000 Penalty: 4899.775879
	Iteration 21Q: 3 clusters Score -2506726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2506728.750000 Penalty: 4899.775879
	Iteration 22Q: 3 clusters Score -2506729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2506731.250000 Penalty: 4899.775879
	Iteration 23Q: 3 clusters Score -2506731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2506731.250000 Penalty: 4899.775879
	Iteration 24F: 3 clusters Score -2506731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61486 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169281 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16763 members 
Mstep: Class 16 contains 182405 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201362 members 
Mstep: Class 19 contains 121854 members 
Mstep: Class 20 contains 19508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700176.000000 Penalty: 69388.398438
Iteration 279Q: 21 clusters Score -1.497002e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61486 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15089 members 
Mstep: Class 7 contains 169286 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166496 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16760 members 
Mstep: Class 16 contains 182403 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201367 members 
Mstep: Class 19 contains 121850 members 
Mstep: Class 20 contains 19507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700112.000000 Penalty: 69388.398438
Iteration 280F: 21 clusters Score -1.497001e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61487 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15088 members 
Mstep: Class 7 contains 169286 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166500 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16757 members 
Mstep: Class 16 contains 182403 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201367 members 
Mstep: Class 19 contains 121848 members 
Mstep: Class 20 contains 19506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700240.000000 Penalty: 69388.398438
Iteration 281Q: 21 clusters Score -1.497002e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168838 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61487 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169291 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166501 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 182400 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201366 members 
Mstep: Class 19 contains 121848 members 
Mstep: Class 20 contains 19504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700160.000000 Penalty: 69388.398438
Iteration 282Q: 21 clusters Score -1.497002e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168839 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61489 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169295 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166503 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 182397 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201362 members 
Mstep: Class 19 contains 121848 members 
Mstep: Class 20 contains 19502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700240.000000 Penalty: 69388.398438
Iteration 283Q: 21 clusters Score -1.497002e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61490 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169292 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166503 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16758 members 
Mstep: Class 16 contains 182396 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201367 members 
Mstep: Class 19 contains 121846 members 
Mstep: Class 20 contains 19498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700272.000000 Penalty: 69388.398438
Iteration 284Q: 21 clusters Score -1.497003e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61493 members 
Mstep: Class 4 contains 51912 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169293 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166500 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 182395 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201376 members 
Mstep: Class 19 contains 121841 members 
Mstep: Class 20 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700240.000000 Penalty: 69388.398438
Iteration 285Q: 21 clusters Score -1.497002e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61496 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169290 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166501 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16751 members 
Mstep: Class 16 contains 182392 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201378 members 
Mstep: Class 19 contains 121838 members 
Mstep: Class 20 contains 19495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700192.000000 Penalty: 69388.398438
Iteration 286Q: 21 clusters Score -1.497002e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61498 members 
Mstep: Class 4 contains 51911 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169288 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166500 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16746 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201385 members 
Mstep: Class 19 contains 121835 members 
Mstep: Class 20 contains 19496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 287Q: 21 clusters Score -1.497001e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61501 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169294 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166494 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16744 members 
Mstep: Class 16 contains 182394 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201386 members 
Mstep: Class 19 contains 121835 members 
Mstep: Class 20 contains 19494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 288Q: 21 clusters Score -1.497001e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61502 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169295 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166492 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16742 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201387 members 
Mstep: Class 19 contains 121832 members 
Mstep: Class 20 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 289Q: 21 clusters Score -1.497001e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61502 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169298 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166490 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16741 members 
Mstep: Class 16 contains 182392 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201387 members 
Mstep: Class 19 contains 121832 members 
Mstep: Class 20 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 290Q: 21 clusters Score -1.497001e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61503 members 
Mstep: Class 4 contains 51909 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169300 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166489 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16739 members 
Mstep: Class 16 contains 182393 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201386 members 
Mstep: Class 19 contains 121832 members 
Mstep: Class 20 contains 19494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700128.000000 Penalty: 69388.398438
Iteration 291Q: 21 clusters Score -1.497001e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168857 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61503 members 
Mstep: Class 4 contains 51907 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169304 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166491 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16738 members 
Mstep: Class 16 contains 182389 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201387 members 
Mstep: Class 19 contains 121832 members 
Mstep: Class 20 contains 19495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 292Q: 21 clusters Score -1.497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61505 members 
Mstep: Class 4 contains 51905 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169306 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166488 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16734 members 
Mstep: Class 16 contains 182389 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201389 members 
Mstep: Class 19 contains 121830 members 
Mstep: Class 20 contains 19499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 293Q: 21 clusters Score -1.497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61506 members 
Mstep: Class 4 contains 51903 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169308 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166490 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16732 members 
Mstep: Class 16 contains 182386 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201385 members 
Mstep: Class 19 contains 121830 members 
Mstep: Class 20 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 294Q: 21 clusters Score -1.497e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61508 members 
Mstep: Class 4 contains 51901 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169312 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166490 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16730 members 
Mstep: Class 16 contains 182384 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201383 members 
Mstep: Class 19 contains 121829 members 
Mstep: Class 20 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 295Q: 21 clusters Score -1.497e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61510 members 
Mstep: Class 4 contains 51899 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169320 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166487 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16728 members 
Mstep: Class 16 contains 182385 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201376 members 
Mstep: Class 19 contains 121828 members 
Mstep: Class 20 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 296Q: 21 clusters Score -1.497e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61516 members 
Mstep: Class 4 contains 51898 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169325 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166486 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 182383 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121827 members 
Mstep: Class 20 contains 19516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 297Q: 21 clusters Score -1.497e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61519 members 
Mstep: Class 4 contains 51897 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169332 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166487 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16719 members 
Mstep: Class 16 contains 182380 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201367 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 298Q: 21 clusters Score -1.497e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61521 members 
Mstep: Class 4 contains 51897 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169330 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166485 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 182381 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 299Q: 21 clusters Score -1.497e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61524 members 
Mstep: Class 4 contains 51897 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169333 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166484 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16714 members 
Mstep: Class 16 contains 182382 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201370 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 300F: 21 clusters Score -1.497e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61529 members 
Mstep: Class 4 contains 51896 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169338 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166484 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16711 members 
Mstep: Class 16 contains 182381 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201368 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 301Q: 21 clusters Score -1.497e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61529 members 
Mstep: Class 4 contains 51895 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169338 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166483 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16708 members 
Mstep: Class 16 contains 182381 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201373 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 302Q: 21 clusters Score -1.497e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168861 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61529 members 
Mstep: Class 4 contains 51893 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15087 members 
Mstep: Class 7 contains 169339 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166482 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16709 members 
Mstep: Class 16 contains 182381 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201375 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 303Q: 21 clusters Score -1.497e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61531 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15086 members 
Mstep: Class 7 contains 169335 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166485 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16708 members 
Mstep: Class 16 contains 182381 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201379 members 
Mstep: Class 19 contains 121825 members 
Mstep: Class 20 contains 19509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 304Q: 21 clusters Score -1.497001e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61534 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15086 members 
Mstep: Class 7 contains 169340 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166486 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16708 members 
Mstep: Class 16 contains 182384 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201375 members 
Mstep: Class 19 contains 121823 members 
Mstep: Class 20 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 305Q: 21 clusters Score -1.497001e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61533 members 
Mstep: Class 4 contains 51892 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15085 members 
Mstep: Class 7 contains 169344 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166490 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16709 members 
Mstep: Class 16 contains 182381 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201373 members 
Mstep: Class 19 contains 121819 members 
Mstep: Class 20 contains 19508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 306Q: 21 clusters Score -1.497e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61536 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15085 members 
Mstep: Class 7 contains 169356 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166493 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16707 members 
Mstep: Class 16 contains 182378 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201365 members 
Mstep: Class 19 contains 121814 members 
Mstep: Class 20 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 307Q: 21 clusters Score -1.497e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61540 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15085 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166491 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16703 members 
Mstep: Class 16 contains 182376 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201369 members 
Mstep: Class 19 contains 121811 members 
Mstep: Class 20 contains 19512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699888.000000 Penalty: 69388.398438
Iteration 308Q: 21 clusters Score -1.496999e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61543 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15086 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166491 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16701 members 
Mstep: Class 16 contains 182375 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201364 members 
Mstep: Class 19 contains 121811 members 
Mstep: Class 20 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 309Q: 21 clusters Score -1.497e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61545 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15089 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166493 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16699 members 
Mstep: Class 16 contains 182375 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201360 members 
Mstep: Class 19 contains 121808 members 
Mstep: Class 20 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699936.000000 Penalty: 69388.398438
Iteration 310Q: 21 clusters Score -1.496999e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61546 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15089 members 
Mstep: Class 7 contains 169364 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166496 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16700 members 
Mstep: Class 16 contains 182373 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201359 members 
Mstep: Class 19 contains 121805 members 
Mstep: Class 20 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 311Q: 21 clusters Score -1.497e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61546 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169364 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166495 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16697 members 
Mstep: Class 16 contains 182373 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201356 members 
Mstep: Class 19 contains 121804 members 
Mstep: Class 20 contains 19521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 312Q: 21 clusters Score -1.497001e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61547 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169364 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166491 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16694 members 
Mstep: Class 16 contains 182373 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201358 members 
Mstep: Class 19 contains 121803 members 
Mstep: Class 20 contains 19525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 313Q: 21 clusters Score -1.497001e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61552 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166486 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16691 members 
Mstep: Class 16 contains 182374 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201359 members 
Mstep: Class 19 contains 121803 members 
Mstep: Class 20 contains 19526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 314Q: 21 clusters Score -1.497001e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61553 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166483 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16688 members 
Mstep: Class 16 contains 182375 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201364 members 
Mstep: Class 19 contains 121802 members 
Mstep: Class 20 contains 19527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 315Q: 21 clusters Score -1.497001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168854 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61555 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166483 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16686 members 
Mstep: Class 16 contains 182371 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201372 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700160.000000 Penalty: 69388.398438
Iteration 316Q: 21 clusters Score -1.497002e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61560 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15090 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166482 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16685 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700128.000000 Penalty: 69388.398438
Iteration 317Q: 21 clusters Score -1.497001e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61560 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15091 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166483 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16684 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700096.000000 Penalty: 69388.398438
Iteration 318Q: 21 clusters Score -1.497001e+08 nChanged 13
Entering ConstructFrom: 
Score: -149700096.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Entering Unmasked Estep 
Score: -21700970.000000 Penalty: 2985.126709
	Iteration 0F: 2 clusters Score -2.170097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -21588376.000000 Penalty: 5970.253418
	Iteration 0F: 3 clusters Score -2.158838e+07 nChanged 80878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -21635992.000000 Penalty: 5970.253418
	Iteration 1F: 3 clusters Score -2.163599e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -21636938.000000 Penalty: 5970.253418
	Iteration 2Q: 3 clusters Score -2.163694e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -21638768.000000 Penalty: 5970.253418
	Iteration 3Q: 3 clusters Score -2.163877e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -21641882.000000 Penalty: 5970.253418
	Iteration 4Q: 3 clusters Score -2.164188e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -21646980.000000 Penalty: 5970.253418
	Iteration 5F: 3 clusters Score -2.164698e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -21655422.000000 Penalty: 5970.253418
	Iteration 6F: 3 clusters Score -2.165542e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -21666558.000000 Penalty: 5970.253418
	Iteration 7F: 3 clusters Score -2.166656e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -21677660.000000 Penalty: 5970.253418
	Iteration 8F: 3 clusters Score -2.167766e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132196 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -21684564.000000 Penalty: 5970.253418
	Iteration 9F: 3 clusters Score -2.168456e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135319 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -21687502.000000 Penalty: 5970.253418
	Iteration 10Q: 3 clusters Score -2.16875e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -21688846.000000 Penalty: 5970.253418
	Iteration 11Q: 3 clusters Score -2.168885e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140127 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -21689930.000000 Penalty: 5970.253418
	Iteration 12Q: 3 clusters Score -2.168993e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142335 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -21690776.000000 Penalty: 5970.253418
	Iteration 13Q: 3 clusters Score -2.169078e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144441 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -21691442.000000 Penalty: 5970.253418
	Iteration 14Q: 3 clusters Score -2.169144e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -21692178.000000 Penalty: 5970.253418
	Iteration 15Q: 3 clusters Score -2.169218e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -21692774.000000 Penalty: 5970.253418
	Iteration 16Q: 3 clusters Score -2.169277e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -21693370.000000 Penalty: 5970.253418
	Iteration 17Q: 3 clusters Score -2.169337e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -21693938.000000 Penalty: 5970.253418
	Iteration 18Q: 3 clusters Score -2.169394e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153175 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -21694504.000000 Penalty: 5970.253418
	Iteration 19Q: 3 clusters Score -2.16945e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -21694980.000000 Penalty: 5970.253418
	Iteration 20F: 3 clusters Score -2.169498e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155864 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -21695472.000000 Penalty: 5970.253418
	Iteration 21Q: 3 clusters Score -2.169547e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -21695818.000000 Penalty: 5970.253418
	Iteration 22Q: 3 clusters Score -2.169582e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158122 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -21696280.000000 Penalty: 5970.253418
	Iteration 23Q: 3 clusters Score -2.169628e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -21696676.000000 Penalty: 5970.253418
	Iteration 24Q: 3 clusters Score -2.169668e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160063 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -21697020.000000 Penalty: 5970.253418
	Iteration 25Q: 3 clusters Score -2.169702e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -21697256.000000 Penalty: 5970.253418
	Iteration 26Q: 3 clusters Score -2.169726e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161655 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -21697410.000000 Penalty: 5970.253418
	Iteration 27Q: 3 clusters Score -2.169741e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -21697588.000000 Penalty: 5970.253418
	Iteration 28Q: 3 clusters Score -2.169759e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162849 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -21697692.000000 Penalty: 5970.253418
	Iteration 29Q: 3 clusters Score -2.169769e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163365 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -21697856.000000 Penalty: 5970.253418
	Iteration 30Q: 3 clusters Score -2.169786e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -21697980.000000 Penalty: 5970.253418
	Iteration 31Q: 3 clusters Score -2.169798e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -21698110.000000 Penalty: 5970.253418
	Iteration 32Q: 3 clusters Score -2.169811e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164562 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -21698198.000000 Penalty: 5970.253418
	Iteration 33Q: 3 clusters Score -2.16982e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -21698260.000000 Penalty: 5970.253418
	Iteration 34Q: 3 clusters Score -2.169826e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -21698376.000000 Penalty: 5970.253418
	Iteration 35Q: 3 clusters Score -2.169838e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -21698472.000000 Penalty: 5970.253418
	Iteration 36Q: 3 clusters Score -2.169847e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -21698490.000000 Penalty: 5970.253418
	Iteration 37Q: 3 clusters Score -2.169849e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165811 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -21698558.000000 Penalty: 5970.253418
	Iteration 38Q: 3 clusters Score -2.169856e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -21698576.000000 Penalty: 5970.253418
	Iteration 39Q: 3 clusters Score -2.169858e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166131 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21698592.000000 Penalty: 5970.253418
	Iteration 40F: 3 clusters Score -2.169859e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166255 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21698602.000000 Penalty: 5970.253418
	Iteration 41Q: 3 clusters Score -2.16986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166370 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21698628.000000 Penalty: 5970.253418
	Iteration 42Q: 3 clusters Score -2.169863e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -21698662.000000 Penalty: 5970.253418
	Iteration 43Q: 3 clusters Score -2.169866e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166564 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21698674.000000 Penalty: 5970.253418
	Iteration 44Q: 3 clusters Score -2.169867e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -21698696.000000 Penalty: 5970.253418
	Iteration 45Q: 3 clusters Score -2.16987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -21698742.000000 Penalty: 5970.253418
	Iteration 46Q: 3 clusters Score -2.169874e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21698728.000000 Penalty: 5970.253418
	Iteration 47Q: 3 clusters Score -2.169873e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21698710.000000 Penalty: 5970.253418
	Iteration 48Q: 3 clusters Score -2.169871e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21698724.000000 Penalty: 5970.253418
	Iteration 49Q: 3 clusters Score -2.169872e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21698708.000000 Penalty: 5970.253418
	Iteration 50Q: 3 clusters Score -2.169871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -21698702.000000 Penalty: 5970.253418
	Iteration 51Q: 3 clusters Score -2.16987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21698720.000000 Penalty: 5970.253418
	Iteration 52Q: 3 clusters Score -2.169872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166924 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21698712.000000 Penalty: 5970.253418
	Iteration 53Q: 3 clusters Score -2.169871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166933 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21698702.000000 Penalty: 5970.253418
	Iteration 54Q: 3 clusters Score -2.16987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166940 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21698704.000000 Penalty: 5970.253418
	Iteration 55Q: 3 clusters Score -2.16987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21698692.000000 Penalty: 5970.253418
	Iteration 56Q: 3 clusters Score -2.169869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21698712.000000 Penalty: 5970.253418
	Iteration 57Q: 3 clusters Score -2.169871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -21698712.000000 Penalty: 5970.253418
	Iteration 58F: 3 clusters Score -2.169871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -659696.750000 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -659696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -654936.187500 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -654936.2 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -656274.312500 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -656274.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -656721.937500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -656721.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -657062.750000 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -657062.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -657348.812500 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -657348.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -657599.937500 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -657599.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -657821.500000 Penalty: 4262.792480
	Iteration 6F: 3 clusters Score -657821.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -657987.312500 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -657987.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -658088.250000 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -658088.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -658158.312500 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -658158.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -658194.875000 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -658194.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -658228.437500 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -658228.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -658253.937500 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -658253.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -658267.750000 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -658267.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -658286.562500 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -658286.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -658303.312500 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -658303.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -658313.250000 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -658313.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -658322.125000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -658322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -658327.687500 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -658327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -658334.562500 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -658334.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -658343.625000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -658343.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -658358.250000 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -658358.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -658370.937500 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -658370.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -658382.937500 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -658382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -658393.750000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -658393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -658399.687500 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -658399.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -658405.625000 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -658405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -658409.812500 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -658409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -658411.250000 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -658411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -658412.000000 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -658412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -658413.000000 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -658413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -658414.062500 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -658414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -658414.250000 Penalty: 4262.792480
	Iteration 32Q: 3 clusters Score -658414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -658416.000000 Penalty: 4262.792480
	Iteration 33Q: 3 clusters Score -658416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -658416.000000 Penalty: 4262.792480
	Iteration 34F: 3 clusters Score -658416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Entering Unmasked Estep 
Score: -7684320.000000 Penalty: 2734.882324
	Iteration 0F: 2 clusters Score -7684320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7642933.000000 Penalty: 5469.764648
	Iteration 0F: 3 clusters Score -7642933 nChanged 28506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -7658884.000000 Penalty: 5469.764648
	Iteration 1F: 3 clusters Score -7658884 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -7659644.500000 Penalty: 5469.764648
	Iteration 2Q: 3 clusters Score -7659644 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -7660554.000000 Penalty: 5469.764648
	Iteration 3Q: 3 clusters Score -7660554 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -7662038.000000 Penalty: 5469.764648
	Iteration 4Q: 3 clusters Score -7662038 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -7664596.000000 Penalty: 5469.764648
	Iteration 5F: 3 clusters Score -7664596 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -7668630.000000 Penalty: 5469.764648
	Iteration 6F: 3 clusters Score -7668630 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -7673868.000000 Penalty: 5469.764648
	Iteration 7F: 3 clusters Score -7673868 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7678361.000000 Penalty: 5469.764648
	Iteration 8F: 3 clusters Score -7678361 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7680657.500000 Penalty: 5469.764648
	Iteration 9Q: 3 clusters Score -7680658 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7681471.500000 Penalty: 5469.764648
	Iteration 10Q: 3 clusters Score -7681472 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7681709.000000 Penalty: 5469.764648
	Iteration 11Q: 3 clusters Score -7681709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7681810.000000 Penalty: 5469.764648
	Iteration 12Q: 3 clusters Score -7681810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7681860.000000 Penalty: 5469.764648
	Iteration 13Q: 3 clusters Score -7681860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7681894.000000 Penalty: 5469.764648
	Iteration 14Q: 3 clusters Score -7681894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7681911.000000 Penalty: 5469.764648
	Iteration 15Q: 3 clusters Score -7681911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7681911.000000 Penalty: 5469.764648
	Iteration 16Q: 3 clusters Score -7681911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7681920.000000 Penalty: 5469.764648
	Iteration 17Q: 3 clusters Score -7681920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7681929.500000 Penalty: 5469.764648
	Iteration 18Q: 3 clusters Score -7681930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7681933.500000 Penalty: 5469.764648
	Iteration 19Q: 3 clusters Score -7681934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7681930.500000 Penalty: 5469.764648
	Iteration 20F: 3 clusters Score -7681930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7681940.500000 Penalty: 5469.764648
	Iteration 21Q: 3 clusters Score -7681940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7681940.500000 Penalty: 5469.764648
	Iteration 22F: 3 clusters Score -7681940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Entering Unmasked Estep 
Score: -6676395.000000 Penalty: 2692.506592
	Iteration 0F: 2 clusters Score -6676395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -6641392.000000 Penalty: 5385.013184
	Iteration 0F: 3 clusters Score -6641392 nChanged 24055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -6654842.000000 Penalty: 5385.013184
	Iteration 1F: 3 clusters Score -6654842 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6655339.000000 Penalty: 5385.013184
	Iteration 2Q: 3 clusters Score -6655339 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -6655799.500000 Penalty: 5385.013184
	Iteration 3Q: 3 clusters Score -6655800 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6656319.000000 Penalty: 5385.013184
	Iteration 4Q: 3 clusters Score -6656319 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -6656977.000000 Penalty: 5385.013184
	Iteration 5Q: 3 clusters Score -6656977 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -6657865.500000 Penalty: 5385.013184
	Iteration 6Q: 3 clusters Score -6657866 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -6659190.000000 Penalty: 5385.013184
	Iteration 7Q: 3 clusters Score -6659190 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -6660786.500000 Penalty: 5385.013184
	Iteration 8Q: 3 clusters Score -6660786 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -6662806.500000 Penalty: 5385.013184
	Iteration 9F: 3 clusters Score -6662806 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -6664869.000000 Penalty: 5385.013184
	Iteration 10F: 3 clusters Score -6664869 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -6666797.000000 Penalty: 5385.013184
	Iteration 11Q: 3 clusters Score -6666797 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -6668546.500000 Penalty: 5385.013184
	Iteration 12Q: 3 clusters Score -6668546 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -6669867.500000 Penalty: 5385.013184
	Iteration 13Q: 3 clusters Score -6669868 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -6670869.000000 Penalty: 5385.013184
	Iteration 14Q: 3 clusters Score -6670869 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6671648.000000 Penalty: 5385.013184
	Iteration 15Q: 3 clusters Score -6671648 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6672255.500000 Penalty: 5385.013184
	Iteration 16Q: 3 clusters Score -6672256 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6672692.500000 Penalty: 5385.013184
	Iteration 17Q: 3 clusters Score -6672692 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6673047.000000 Penalty: 5385.013184
	Iteration 18Q: 3 clusters Score -6673047 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6673300.000000 Penalty: 5385.013184
	Iteration 19Q: 3 clusters Score -6673300 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6673466.500000 Penalty: 5385.013184
	Iteration 20F: 3 clusters Score -6673466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6673620.500000 Penalty: 5385.013184
	Iteration 21Q: 3 clusters Score -6673620 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6673743.000000 Penalty: 5385.013184
	Iteration 22Q: 3 clusters Score -6673743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6673822.500000 Penalty: 5385.013184
	Iteration 23Q: 3 clusters Score -6673822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6673867.000000 Penalty: 5385.013184
	Iteration 24Q: 3 clusters Score -6673867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6673901.500000 Penalty: 5385.013184
	Iteration 25Q: 3 clusters Score -6673902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6673959.500000 Penalty: 5385.013184
	Iteration 26Q: 3 clusters Score -6673960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6673977.000000 Penalty: 5385.013184
	Iteration 27Q: 3 clusters Score -6673977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6674005.500000 Penalty: 5385.013184
	Iteration 28Q: 3 clusters Score -6674006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6674011.500000 Penalty: 5385.013184
	Iteration 29Q: 3 clusters Score -6674012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6674026.500000 Penalty: 5385.013184
	Iteration 30Q: 3 clusters Score -6674026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6674040.000000 Penalty: 5385.013184
	Iteration 31Q: 3 clusters Score -6674040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6674045.000000 Penalty: 5385.013184
	Iteration 32Q: 3 clusters Score -6674045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6674058.000000 Penalty: 5385.013184
	Iteration 33Q: 3 clusters Score -6674058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6674062.500000 Penalty: 5385.013184
	Iteration 34Q: 3 clusters Score -6674062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6674068.000000 Penalty: 5385.013184
	Iteration 35Q: 3 clusters Score -6674068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6674076.000000 Penalty: 5385.013184
	Iteration 36Q: 3 clusters Score -6674076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6674076.500000 Penalty: 5385.013184
	Iteration 37Q: 3 clusters Score -6674076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6674073.000000 Penalty: 5385.013184
	Iteration 38Q: 3 clusters Score -6674073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6674074.000000 Penalty: 5385.013184
	Iteration 39Q: 3 clusters Score -6674074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6674087.000000 Penalty: 5385.013184
	Iteration 40F: 3 clusters Score -6674087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6674080.000000 Penalty: 5385.013184
	Iteration 41Q: 3 clusters Score -6674080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6674079.000000 Penalty: 5385.013184
	Iteration 42Q: 3 clusters Score -6674079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6674079.000000 Penalty: 5385.013184
	Iteration 43F: 3 clusters Score -6674079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 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 319 members 
Entering Unmasked Estep 
Score: -69813.296875 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69813.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -70331.648438 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70331.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70598.281250 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70598.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70775.929688 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -70775.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70974.078125 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -70974.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71144.203125 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71144.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71340.062500 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71340.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71399.953125 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71399.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71421.429688 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71421.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71425.156250 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71425.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71427.179688 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71427.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71428.523438 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -71428.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71428.523438 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -71428.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 175 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166481 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 492 members 
Entering Unmasked Estep 
Score: -149698688.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149700096.000000 to -149698688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Entering Unmasked Estep 
Score: -1919054.625000 Penalty: 2386.236084
	Iteration 0F: 2 clusters Score -1919055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1908119.875000 Penalty: 4772.472168
	Iteration 0F: 3 clusters Score -1908120 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1911668.500000 Penalty: 4772.472168
	Iteration 1F: 3 clusters Score -1911668 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1912047.125000 Penalty: 4772.472168
	Iteration 2F: 3 clusters Score -1912047 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1912379.500000 Penalty: 4772.472168
	Iteration 3Q: 3 clusters Score -1912380 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1912724.375000 Penalty: 4772.472168
	Iteration 4Q: 3 clusters Score -1912724 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1913160.625000 Penalty: 4772.472168
	Iteration 5Q: 3 clusters Score -1913161 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1913746.000000 Penalty: 4772.472168
	Iteration 6F: 3 clusters Score -1913746 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1914455.500000 Penalty: 4772.472168
	Iteration 7F: 3 clusters Score -1914456 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1915192.000000 Penalty: 4772.472168
	Iteration 8F: 3 clusters Score -1915192 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1915910.750000 Penalty: 4772.472168
	Iteration 9F: 3 clusters Score -1915911 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1916376.625000 Penalty: 4772.472168
	Iteration 10Q: 3 clusters Score -1916377 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1916633.250000 Penalty: 4772.472168
	Iteration 11Q: 3 clusters Score -1916633 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1916757.500000 Penalty: 4772.472168
	Iteration 12Q: 3 clusters Score -1916758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1916835.000000 Penalty: 4772.472168
	Iteration 13Q: 3 clusters Score -1916835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1916887.750000 Penalty: 4772.472168
	Iteration 14Q: 3 clusters Score -1916888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1916920.625000 Penalty: 4772.472168
	Iteration 15Q: 3 clusters Score -1916921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1916955.375000 Penalty: 4772.472168
	Iteration 16Q: 3 clusters Score -1916955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1916985.250000 Penalty: 4772.472168
	Iteration 17Q: 3 clusters Score -1916985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1917001.375000 Penalty: 4772.472168
	Iteration 18Q: 3 clusters Score -1917001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1917016.250000 Penalty: 4772.472168
	Iteration 19Q: 3 clusters Score -1917016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1917023.750000 Penalty: 4772.472168
	Iteration 20F: 3 clusters Score -1917024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Entering Unmasked Estep 
Score: -21769212.000000 Penalty: 2985.864502
	Iteration 0F: 2 clusters Score -2.176921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -21655908.000000 Penalty: 5971.729004
	Iteration 0F: 3 clusters Score -2.165591e+07 nChanged 81187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -21702758.000000 Penalty: 5971.729004
	Iteration 1F: 3 clusters Score -2.170276e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -21703792.000000 Penalty: 5971.729004
	Iteration 2Q: 3 clusters Score -2.170379e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -21704950.000000 Penalty: 5971.729004
	Iteration 3Q: 3 clusters Score -2.170495e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -21706946.000000 Penalty: 5971.729004
	Iteration 4Q: 3 clusters Score -2.170695e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -21710138.000000 Penalty: 5971.729004
	Iteration 5Q: 3 clusters Score -2.171014e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -21715830.000000 Penalty: 5971.729004
	Iteration 6F: 3 clusters Score -2.171583e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -21725216.000000 Penalty: 5971.729004
	Iteration 7F: 3 clusters Score -2.172522e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -21737026.000000 Penalty: 5971.729004
	Iteration 8F: 3 clusters Score -2.173703e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 145280 members 
Entering Unmasked Estep 
Score: -21748042.000000 Penalty: 5971.729004
	Iteration 9F: 3 clusters Score -2.174804e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 153112 members 
Entering Unmasked Estep 
Score: -21755578.000000 Penalty: 5971.729004
	Iteration 10Q: 3 clusters Score -2.175558e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 157795 members 
Entering Unmasked Estep 
Score: -21759926.000000 Penalty: 5971.729004
	Iteration 11Q: 3 clusters Score -2.175993e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -21762338.000000 Penalty: 5971.729004
	Iteration 12Q: 3 clusters Score -2.176234e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -21763866.000000 Penalty: 5971.729004
	Iteration 13Q: 3 clusters Score -2.176387e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -21764844.000000 Penalty: 5971.729004
	Iteration 14Q: 3 clusters Score -2.176484e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 165472 members 
Entering Unmasked Estep 
Score: -21765476.000000 Penalty: 5971.729004
	Iteration 15Q: 3 clusters Score -2.176548e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -21765848.000000 Penalty: 5971.729004
	Iteration 16Q: 3 clusters Score -2.176585e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 166834 members 
Entering Unmasked Estep 
Score: -21766224.000000 Penalty: 5971.729004
	Iteration 17Q: 3 clusters Score -2.176622e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -21766502.000000 Penalty: 5971.729004
	Iteration 18Q: 3 clusters Score -2.17665e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 167498 members 
Entering Unmasked Estep 
Score: -21766686.000000 Penalty: 5971.729004
	Iteration 19Q: 3 clusters Score -2.176669e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -21766848.000000 Penalty: 5971.729004
	Iteration 20F: 3 clusters Score -2.176685e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 167829 members 
Entering Unmasked Estep 
Score: -21766918.000000 Penalty: 5971.729004
	Iteration 21Q: 3 clusters Score -2.176692e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 167927 members 
Entering Unmasked Estep 
Score: -21766972.000000 Penalty: 5971.729004
	Iteration 22Q: 3 clusters Score -2.176697e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 167999 members 
Entering Unmasked Estep 
Score: -21766994.000000 Penalty: 5971.729004
	Iteration 23Q: 3 clusters Score -2.176699e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -21767004.000000 Penalty: 5971.729004
	Iteration 24Q: 3 clusters Score -2.1767e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -21767000.000000 Penalty: 5971.729004
	Iteration 25Q: 3 clusters Score -2.1767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 168122 members 
Entering Unmasked Estep 
Score: -21767042.000000 Penalty: 5971.729004
	Iteration 26Q: 3 clusters Score -2.176704e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -21767060.000000 Penalty: 5971.729004
	Iteration 27Q: 3 clusters Score -2.176706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 168147 members 
Entering Unmasked Estep 
Score: -21767070.000000 Penalty: 5971.729004
	Iteration 28Q: 3 clusters Score -2.176707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -21767064.000000 Penalty: 5971.729004
	Iteration 29Q: 3 clusters Score -2.176706e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 168173 members 
Entering Unmasked Estep 
Score: -21767060.000000 Penalty: 5971.729004
	Iteration 30Q: 3 clusters Score -2.176706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 168175 members 
Entering Unmasked Estep 
Score: -21767054.000000 Penalty: 5971.729004
	Iteration 31Q: 3 clusters Score -2.176705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -21767080.000000 Penalty: 5971.729004
	Iteration 32Q: 3 clusters Score -2.176708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -21767092.000000 Penalty: 5971.729004
	Iteration 33Q: 3 clusters Score -2.176709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -21767094.000000 Penalty: 5971.729004
	Iteration 34Q: 3 clusters Score -2.176709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -21767096.000000 Penalty: 5971.729004
	Iteration 35Q: 3 clusters Score -2.17671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -21767104.000000 Penalty: 5971.729004
	Iteration 36Q: 3 clusters Score -2.17671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -21767106.000000 Penalty: 5971.729004
	Iteration 37Q: 3 clusters Score -2.176711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -21767116.000000 Penalty: 5971.729004
	Iteration 38Q: 3 clusters Score -2.176712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 168198 members 
Entering Unmasked Estep 
Score: -21767106.000000 Penalty: 5971.729004
	Iteration 39Q: 3 clusters Score -2.176711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 168199 members 
Entering Unmasked Estep 
Score: -21767114.000000 Penalty: 5971.729004
	Iteration 40F: 3 clusters Score -2.176711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -21767110.000000 Penalty: 5971.729004
	Iteration 41Q: 3 clusters Score -2.176711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 168205 members 
Entering Unmasked Estep 
Score: -21767116.000000 Penalty: 5971.729004
	Iteration 42Q: 3 clusters Score -2.176712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -21767114.000000 Penalty: 5971.729004
	Iteration 43Q: 3 clusters Score -2.176711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -21767114.000000 Penalty: 5971.729004
	Iteration 44Q: 3 clusters Score -2.176711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -21767118.000000 Penalty: 5971.729004
	Iteration 45Q: 3 clusters Score -2.176712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 168208 members 
Entering Unmasked Estep 
Score: -21767112.000000 Penalty: 5971.729004
	Iteration 46Q: 3 clusters Score -2.176711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -21767118.000000 Penalty: 5971.729004
	Iteration 47Q: 3 clusters Score -2.176712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -21767118.000000 Penalty: 5971.729004
	Iteration 48F: 3 clusters Score -2.176712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -217409.562500 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -217409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -214919.421875 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -214919.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -215439.437500 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -215439.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -215591.046875 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -215591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -215685.515625 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -215685.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -215758.296875 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -215758.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -215803.734375 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -215803.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -215843.093750 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -215843.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215869.296875 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -215869.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -215893.875000 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -215893.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -215906.375000 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -215906.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215914.765625 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -215914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -215921.656250 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -215921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215928.156250 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -215928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -215931.843750 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -215931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215935.390625 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -215935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -215937.687500 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -215937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -215937.687500 Penalty: 3726.258301
	Iteration 16F: 3 clusters Score -215937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63746.484375 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63746.48 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64183.863281 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64183.86 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64446.960938 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64446.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -64637.152344 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64637.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64746.851562 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -64746.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64874.480469 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64874.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64983.542969 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64983.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -65012.417969 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65012.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65052.410156 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65052.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65136.980469 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65136.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65196.613281 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65196.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65233.453125 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65233.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65260.535156 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65260.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65279.285156 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -65279.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65289.609375 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -65289.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65313.691406 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -65313.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65332.085938 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -65332.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65341.503906 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -65341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65360.343750 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -65360.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65385.359375 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -65385.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65433.230469 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -65433.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65668.531250 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -65668.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65817.445312 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -65817.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65860.742188 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -65860.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65899.195312 Penalty: 3206.435791
	Iteration 24Q: 3 clusters Score -65899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65916.421875 Penalty: 3206.435791
	Iteration 25Q: 3 clusters Score -65916.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65927.671875 Penalty: 3206.435791
	Iteration 26Q: 3 clusters Score -65927.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65932.484375 Penalty: 3206.435791
	Iteration 27Q: 3 clusters Score -65932.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65940.281250 Penalty: 3206.435791
	Iteration 28Q: 3 clusters Score -65940.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65958.539062 Penalty: 3206.435791
	Iteration 29Q: 3 clusters Score -65958.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -65973.562500 Penalty: 3206.435791
	Iteration 30Q: 3 clusters Score -65973.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65985.312500 Penalty: 3206.435791
	Iteration 31Q: 3 clusters Score -65985.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65991.562500 Penalty: 3206.435791
	Iteration 32Q: 3 clusters Score -65991.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65993.429688 Penalty: 3206.435791
	Iteration 33Q: 3 clusters Score -65993.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65993.429688 Penalty: 3206.435791
	Iteration 34F: 3 clusters Score -65993.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166481 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 353 members 
Entering Unmasked Estep 
Score: -149698896.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149700096.000000 to -149698896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -308490.031250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -308490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -305560.437500 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -305560.4 nChanged 813
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: -306100.750000 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -306100.8 nChanged 196
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: -306245.812500 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -306245.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306301.593750 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -306301.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -306343.562500 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -306343.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306366.312500 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -306366.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306384.750000 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -306384.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -306400.312500 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -306400.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -306409.281250 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -306409.3 nChanged 9
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: -306413.093750 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -306413.1 nChanged 4
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: -306415.593750 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -306415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -306418.593750 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -306418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -306420.656250 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -306420.7 nChanged 3
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: -306421.843750 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -306421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -306422.687500 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -306422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306424.843750 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -306424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306427.562500 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -306427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306430.437500 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -306430.4 nChanged 3
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: -306431.125000 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -306431.1 nChanged 0
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: -306431.125000 Penalty: 3872.121338
	Iteration 19F: 3 clusters Score -306431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166481 members 
Entering Unmasked Estep 
Score: -21342982.000000 Penalty: 2981.613770
	Iteration 0F: 2 clusters Score -2.134298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -21231742.000000 Penalty: 5963.227539
	Iteration 0F: 3 clusters Score -2.123174e+07 nChanged 80012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -21278558.000000 Penalty: 5963.227539
	Iteration 1F: 3 clusters Score -2.127856e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -21279626.000000 Penalty: 5963.227539
	Iteration 2Q: 3 clusters Score -2.127963e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -21281360.000000 Penalty: 5963.227539
	Iteration 3Q: 3 clusters Score -2.128136e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -21284152.000000 Penalty: 5963.227539
	Iteration 4Q: 3 clusters Score -2.128415e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -21289674.000000 Penalty: 5963.227539
	Iteration 5F: 3 clusters Score -2.128967e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -21298912.000000 Penalty: 5963.227539
	Iteration 6F: 3 clusters Score -2.129891e+07 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135172 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -21312058.000000 Penalty: 5963.227539
	Iteration 7F: 3 clusters Score -2.131206e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -21325154.000000 Penalty: 5963.227539
	Iteration 8F: 3 clusters Score -2.132515e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157896 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -21334160.000000 Penalty: 5963.227539
	Iteration 9F: 3 clusters Score -2.133416e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -21338144.000000 Penalty: 5963.227539
	Iteration 10Q: 3 clusters Score -2.133814e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21339634.000000 Penalty: 5963.227539
	Iteration 11Q: 3 clusters Score -2.133963e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -21340288.000000 Penalty: 5963.227539
	Iteration 12Q: 3 clusters Score -2.134029e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164420 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21340568.000000 Penalty: 5963.227539
	Iteration 13Q: 3 clusters Score -2.134057e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164576 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21340722.000000 Penalty: 5963.227539
	Iteration 14Q: 3 clusters Score -2.134072e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21340770.000000 Penalty: 5963.227539
	Iteration 15Q: 3 clusters Score -2.134077e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164751 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -21340870.000000 Penalty: 5963.227539
	Iteration 16Q: 3 clusters Score -2.134087e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -21340926.000000 Penalty: 5963.227539
	Iteration 17Q: 3 clusters Score -2.134093e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164843 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -21340984.000000 Penalty: 5963.227539
	Iteration 18Q: 3 clusters Score -2.134098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164869 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -21341006.000000 Penalty: 5963.227539
	Iteration 19Q: 3 clusters Score -2.134101e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -21341042.000000 Penalty: 5963.227539
	Iteration 20F: 3 clusters Score -2.134104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164899 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21341048.000000 Penalty: 5963.227539
	Iteration 21Q: 3 clusters Score -2.134105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164914 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21341044.000000 Penalty: 5963.227539
	Iteration 22Q: 3 clusters Score -2.134104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -21341050.000000 Penalty: 5963.227539
	Iteration 23Q: 3 clusters Score -2.134105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21341054.000000 Penalty: 5963.227539
	Iteration 24Q: 3 clusters Score -2.134105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164951 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21341060.000000 Penalty: 5963.227539
	Iteration 25Q: 3 clusters Score -2.134106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21341056.000000 Penalty: 5963.227539
	Iteration 26Q: 3 clusters Score -2.134106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21341068.000000 Penalty: 5963.227539
	Iteration 27Q: 3 clusters Score -2.134107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21341060.000000 Penalty: 5963.227539
	Iteration 28Q: 3 clusters Score -2.134106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164971 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21341080.000000 Penalty: 5963.227539
	Iteration 29Q: 3 clusters Score -2.134108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164974 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21341060.000000 Penalty: 5963.227539
	Iteration 30Q: 3 clusters Score -2.134106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164974 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21341070.000000 Penalty: 5963.227539
	Iteration 31Q: 3 clusters Score -2.134107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164973 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21341068.000000 Penalty: 5963.227539
	Iteration 32Q: 3 clusters Score -2.134107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164973 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21341068.000000 Penalty: 5963.227539
	Iteration 33F: 3 clusters Score -2.134107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -227889.031250 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -227889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -225374.546875 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -225374.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -225804.656250 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -225804.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -225915.453125 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -225915.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225972.609375 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -225972.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -226005.015625 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -226005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -226030.093750 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -226030.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -226042.453125 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -226042.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -226051.593750 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -226051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226056.671875 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -226056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226064.125000 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -226064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226068.546875 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -226068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226073.375000 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -226073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226079.937500 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -226079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226082.765625 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -226082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226084.625000 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -226084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226085.921875 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -226085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226086.125000 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -226086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226087.562500 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -226087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226089.234375 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -226089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226091.468750 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -226091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226093.750000 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -226093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226094.625000 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -226094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -226095.015625 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -226095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -226095.015625 Penalty: 3721.084473
	Iteration 23F: 3 clusters Score -226095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52710.988281 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52710.99 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52961.324219 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -52961.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53089.968750 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53089.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53170.339844 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -53170.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53282.695312 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -53282.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53524.003906 Penalty: 3092.267822
	Iteration 5F: 3 clusters Score -53524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53875.394531 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -53875.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54300.425781 Penalty: 3092.267822
	Iteration 7F: 3 clusters Score -54300.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54587.355469 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -54587.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54788.917969 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -54788.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54926.589844 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -54926.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55087.738281 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -55087.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55210.867188 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -55210.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55333.875000 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -55333.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55417.617188 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -55417.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55417.617188 Penalty: 3092.267822
	Iteration 15F: 3 clusters Score -55417.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166481 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 160 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 350 members 
Entering Unmasked Estep 
Score: -149699504.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149700096.000000 to -149699504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87705.359375 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87705.36 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88066.656250 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88066.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88339.476562 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88339.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88845.937500 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88845.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89089.523438 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -89089.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89397.570312 Penalty: 3350.861328
	Iteration 5F: 3 clusters Score -89397.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89764.664062 Penalty: 3350.861328
	Iteration 6F: 3 clusters Score -89764.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89985.617188 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89985.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -90057.898438 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -90057.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90135.031250 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -90135.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -90312.507812 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -90312.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90693.023438 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -90693.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -90907.414062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -90907.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90969.226562 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -90969.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90976.148438 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -90976.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90976.148438 Penalty: 3350.861328
	Iteration 15F: 3 clusters Score -90976.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166481 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 477 members 
Entering Unmasked Estep 
Score: -149699632.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149700096.000000 to -149699632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Entering Unmasked Estep 
Score: -2134155.500000 Penalty: 2411.092041
	Iteration 0F: 2 clusters Score -2134156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2122200.000000 Penalty: 4822.184082
	Iteration 0F: 3 clusters Score -2122200 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2125907.750000 Penalty: 4822.184082
	Iteration 1F: 3 clusters Score -2125908 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2126241.000000 Penalty: 4822.184082
	Iteration 2F: 3 clusters Score -2126241 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2126511.500000 Penalty: 4822.184082
	Iteration 3Q: 3 clusters Score -2126512 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2126728.750000 Penalty: 4822.184082
	Iteration 4Q: 3 clusters Score -2126729 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2126939.250000 Penalty: 4822.184082
	Iteration 5Q: 3 clusters Score -2126939 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2127129.750000 Penalty: 4822.184082
	Iteration 6Q: 3 clusters Score -2127130 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2127343.750000 Penalty: 4822.184082
	Iteration 7Q: 3 clusters Score -2127344 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2127602.500000 Penalty: 4822.184082
	Iteration 8Q: 3 clusters Score -2127602 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2127895.500000 Penalty: 4822.184082
	Iteration 9Q: 3 clusters Score -2127896 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2128254.000000 Penalty: 4822.184082
	Iteration 10Q: 3 clusters Score -2128254 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2128750.750000 Penalty: 4822.184082
	Iteration 11Q: 3 clusters Score -2128751 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2129348.750000 Penalty: 4822.184082
	Iteration 12Q: 3 clusters Score -2129349 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2129975.250000 Penalty: 4822.184082
	Iteration 13Q: 3 clusters Score -2129975 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2130487.000000 Penalty: 4822.184082
	Iteration 14Q: 3 clusters Score -2130487 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2130851.000000 Penalty: 4822.184082
	Iteration 15Q: 3 clusters Score -2130851 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2131130.000000 Penalty: 4822.184082
	Iteration 16Q: 3 clusters Score -2131130 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2131400.750000 Penalty: 4822.184082
	Iteration 17Q: 3 clusters Score -2131401 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2131625.750000 Penalty: 4822.184082
	Iteration 18Q: 3 clusters Score -2131626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2131782.000000 Penalty: 4822.184082
	Iteration 19Q: 3 clusters Score -2131782 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2131887.500000 Penalty: 4822.184082
	Iteration 20F: 3 clusters Score -2131888 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2131980.750000 Penalty: 4822.184082
	Iteration 21Q: 3 clusters Score -2131981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2132035.000000 Penalty: 4822.184082
	Iteration 22Q: 3 clusters Score -2132035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2132069.500000 Penalty: 4822.184082
	Iteration 23Q: 3 clusters Score -2132070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2132090.500000 Penalty: 4822.184082
	Iteration 24Q: 3 clusters Score -2132090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2132106.250000 Penalty: 4822.184082
	Iteration 25Q: 3 clusters Score -2132106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2132117.250000 Penalty: 4822.184082
	Iteration 26Q: 3 clusters Score -2132117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2132127.750000 Penalty: 4822.184082
	Iteration 27Q: 3 clusters Score -2132128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2132134.500000 Penalty: 4822.184082
	Iteration 28Q: 3 clusters Score -2132134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2132138.250000 Penalty: 4822.184082
	Iteration 29Q: 3 clusters Score -2132138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2132143.000000 Penalty: 4822.184082
	Iteration 30Q: 3 clusters Score -2132143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2132141.250000 Penalty: 4822.184082
	Iteration 31Q: 3 clusters Score -2132141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2132146.000000 Penalty: 4822.184082
	Iteration 32Q: 3 clusters Score -2132146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2132156.000000 Penalty: 4822.184082
	Iteration 33Q: 3 clusters Score -2132156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2132158.500000 Penalty: 4822.184082
	Iteration 34Q: 3 clusters Score -2132158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2132157.000000 Penalty: 4822.184082
	Iteration 35Q: 3 clusters Score -2132157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2132156.750000 Penalty: 4822.184082
	Iteration 36Q: 3 clusters Score -2132157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2132154.750000 Penalty: 4822.184082
	Iteration 37Q: 3 clusters Score -2132155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2132154.750000 Penalty: 4822.184082
	Iteration 38F: 3 clusters Score -2132155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182368 members 
Entering Unmasked Estep 
Score: -23458410.000000 Penalty: 3004.218018
	Iteration 0F: 2 clusters Score -2.345841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -23340970.000000 Penalty: 6008.436035
	Iteration 0F: 3 clusters Score -2.334097e+07 nChanged 87675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -23391890.000000 Penalty: 6008.436035
	Iteration 1F: 3 clusters Score -2.339189e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -23392912.000000 Penalty: 6008.436035
	Iteration 2Q: 3 clusters Score -2.339291e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -23394102.000000 Penalty: 6008.436035
	Iteration 3Q: 3 clusters Score -2.33941e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -23396006.000000 Penalty: 6008.436035
	Iteration 4Q: 3 clusters Score -2.339601e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 97947 members 
Entering Unmasked Estep 
Score: -23398680.000000 Penalty: 6008.436035
	Iteration 5Q: 3 clusters Score -2.339868e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -23402302.000000 Penalty: 6008.436035
	Iteration 6Q: 3 clusters Score -2.34023e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 106453 members 
Entering Unmasked Estep 
Score: -23407222.000000 Penalty: 6008.436035
	Iteration 7F: 3 clusters Score -2.340722e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 112739 members 
Entering Unmasked Estep 
Score: -23414484.000000 Penalty: 6008.436035
	Iteration 8F: 3 clusters Score -2.341448e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -23424240.000000 Penalty: 6008.436035
	Iteration 9F: 3 clusters Score -2.342424e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -23434056.000000 Penalty: 6008.436035
	Iteration 10F: 3 clusters Score -2.343406e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 129765 members 
Entering Unmasked Estep 
Score: -23439640.000000 Penalty: 6008.436035
	Iteration 11Q: 3 clusters Score -2.343964e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 132840 members 
Entering Unmasked Estep 
Score: -23442050.000000 Penalty: 6008.436035
	Iteration 12Q: 3 clusters Score -2.344205e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 135572 members 
Entering Unmasked Estep 
Score: -23443158.000000 Penalty: 6008.436035
	Iteration 13Q: 3 clusters Score -2.344316e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 138231 members 
Entering Unmasked Estep 
Score: -23444248.000000 Penalty: 6008.436035
	Iteration 14Q: 3 clusters Score -2.344425e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 140833 members 
Entering Unmasked Estep 
Score: -23445186.000000 Penalty: 6008.436035
	Iteration 15Q: 3 clusters Score -2.344519e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -23446118.000000 Penalty: 6008.436035
	Iteration 16Q: 3 clusters Score -2.344612e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 145981 members 
Entering Unmasked Estep 
Score: -23447044.000000 Penalty: 6008.436035
	Iteration 17Q: 3 clusters Score -2.344704e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 148525 members 
Entering Unmasked Estep 
Score: -23447878.000000 Penalty: 6008.436035
	Iteration 18Q: 3 clusters Score -2.344788e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -23448870.000000 Penalty: 6008.436035
	Iteration 19Q: 3 clusters Score -2.344887e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -23449746.000000 Penalty: 6008.436035
	Iteration 20F: 3 clusters Score -2.344975e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 156160 members 
Entering Unmasked Estep 
Score: -23450606.000000 Penalty: 6008.436035
	Iteration 21Q: 3 clusters Score -2.345061e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 158552 members 
Entering Unmasked Estep 
Score: -23451580.000000 Penalty: 6008.436035
	Iteration 22Q: 3 clusters Score -2.345158e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -23452360.000000 Penalty: 6008.436035
	Iteration 23Q: 3 clusters Score -2.345236e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -23453102.000000 Penalty: 6008.436035
	Iteration 24Q: 3 clusters Score -2.34531e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -23453892.000000 Penalty: 6008.436035
	Iteration 25Q: 3 clusters Score -2.345389e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -23454602.000000 Penalty: 6008.436035
	Iteration 26Q: 3 clusters Score -2.34546e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -23455210.000000 Penalty: 6008.436035
	Iteration 27Q: 3 clusters Score -2.345521e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -23455516.000000 Penalty: 6008.436035
	Iteration 28Q: 3 clusters Score -2.345552e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 171800 members 
Entering Unmasked Estep 
Score: -23455792.000000 Penalty: 6008.436035
	Iteration 29Q: 3 clusters Score -2.345579e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -23456146.000000 Penalty: 6008.436035
	Iteration 30Q: 3 clusters Score -2.345615e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 174290 members 
Entering Unmasked Estep 
Score: -23456392.000000 Penalty: 6008.436035
	Iteration 31Q: 3 clusters Score -2.345639e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 175283 members 
Entering Unmasked Estep 
Score: -23456616.000000 Penalty: 6008.436035
	Iteration 32Q: 3 clusters Score -2.345662e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 176143 members 
Entering Unmasked Estep 
Score: -23456610.000000 Penalty: 6008.436035
	Iteration 33Q: 3 clusters Score -2.345661e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -23456740.000000 Penalty: 6008.436035
	Iteration 34Q: 3 clusters Score -2.345674e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -23456910.000000 Penalty: 6008.436035
	Iteration 35Q: 3 clusters Score -2.345691e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -23457014.000000 Penalty: 6008.436035
	Iteration 36Q: 3 clusters Score -2.345701e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 178457 members 
Entering Unmasked Estep 
Score: -23457042.000000 Penalty: 6008.436035
	Iteration 37Q: 3 clusters Score -2.345704e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 178838 members 
Entering Unmasked Estep 
Score: -23457120.000000 Penalty: 6008.436035
	Iteration 38Q: 3 clusters Score -2.345712e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -23457084.000000 Penalty: 6008.436035
	Iteration 39Q: 3 clusters Score -2.345708e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 179361 members 
Entering Unmasked Estep 
Score: -23457152.000000 Penalty: 6008.436035
	Iteration 40F: 3 clusters Score -2.345715e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 179544 members 
Entering Unmasked Estep 
Score: -23457126.000000 Penalty: 6008.436035
	Iteration 41Q: 3 clusters Score -2.345713e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 179701 members 
Entering Unmasked Estep 
Score: -23457120.000000 Penalty: 6008.436035
	Iteration 42Q: 3 clusters Score -2.345712e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -23457142.000000 Penalty: 6008.436035
	Iteration 43Q: 3 clusters Score -2.345714e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -23457116.000000 Penalty: 6008.436035
	Iteration 44Q: 3 clusters Score -2.345712e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 179994 members 
Entering Unmasked Estep 
Score: -23457110.000000 Penalty: 6008.436035
	Iteration 45Q: 3 clusters Score -2.345711e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -23457118.000000 Penalty: 6008.436035
	Iteration 46Q: 3 clusters Score -2.345712e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 180108 members 
Entering Unmasked Estep 
Score: -23457070.000000 Penalty: 6008.436035
	Iteration 47Q: 3 clusters Score -2.345707e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -23457060.000000 Penalty: 6008.436035
	Iteration 48Q: 3 clusters Score -2.345706e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 180174 members 
Entering Unmasked Estep 
Score: -23457078.000000 Penalty: 6008.436035
	Iteration 49Q: 3 clusters Score -2.345708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 180199 members 
Entering Unmasked Estep 
Score: -23457064.000000 Penalty: 6008.436035
	Iteration 50Q: 3 clusters Score -2.345706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 180225 members 
Entering Unmasked Estep 
Score: -23457044.000000 Penalty: 6008.436035
	Iteration 51Q: 3 clusters Score -2.345704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -23457048.000000 Penalty: 6008.436035
	Iteration 52Q: 3 clusters Score -2.345705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 180260 members 
Entering Unmasked Estep 
Score: -23457028.000000 Penalty: 6008.436035
	Iteration 53Q: 3 clusters Score -2.345703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -23457002.000000 Penalty: 6008.436035
	Iteration 54Q: 3 clusters Score -2.3457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 180292 members 
Entering Unmasked Estep 
Score: -23457018.000000 Penalty: 6008.436035
	Iteration 55Q: 3 clusters Score -2.345702e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 180314 members 
Entering Unmasked Estep 
Score: -23457026.000000 Penalty: 6008.436035
	Iteration 56Q: 3 clusters Score -2.345703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -23457036.000000 Penalty: 6008.436035
	Iteration 57Q: 3 clusters Score -2.345704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 180354 members 
Entering Unmasked Estep 
Score: -23457022.000000 Penalty: 6008.436035
	Iteration 58Q: 3 clusters Score -2.345702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 180364 members 
Entering Unmasked Estep 
Score: -23457004.000000 Penalty: 6008.436035
	Iteration 59Q: 3 clusters Score -2.3457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -23457002.000000 Penalty: 6008.436035
	Iteration 60F: 3 clusters Score -2.3457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 180385 members 
Entering Unmasked Estep 
Score: -23457004.000000 Penalty: 6008.436035
	Iteration 61Q: 3 clusters Score -2.3457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 180391 members 
Entering Unmasked Estep 
Score: -23456996.000000 Penalty: 6008.436035
	Iteration 62Q: 3 clusters Score -2.3457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 180397 members 
Entering Unmasked Estep 
Score: -23456998.000000 Penalty: 6008.436035
	Iteration 63Q: 3 clusters Score -2.3457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -23456998.000000 Penalty: 6008.436035
	Iteration 64Q: 3 clusters Score -2.3457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -23456994.000000 Penalty: 6008.436035
	Iteration 65Q: 3 clusters Score -2.345699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -23456992.000000 Penalty: 6008.436035
	Iteration 66Q: 3 clusters Score -2.345699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -23456988.000000 Penalty: 6008.436035
	Iteration 67Q: 3 clusters Score -2.345699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 180412 members 
Entering Unmasked Estep 
Score: -23456998.000000 Penalty: 6008.436035
	Iteration 68Q: 3 clusters Score -2.3457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 180415 members 
Entering Unmasked Estep 
Score: -23456994.000000 Penalty: 6008.436035
	Iteration 69Q: 3 clusters Score -2.345699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 180417 members 
Entering Unmasked Estep 
Score: -23456994.000000 Penalty: 6008.436035
	Iteration 70Q: 3 clusters Score -2.345699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -23456994.000000 Penalty: 6008.436035
	Iteration 71Q: 3 clusters Score -2.345699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 180422 members 
Entering Unmasked Estep 
Score: -23457004.000000 Penalty: 6008.436035
	Iteration 72Q: 3 clusters Score -2.3457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 180424 members 
Entering Unmasked Estep 
Score: -23456994.000000 Penalty: 6008.436035
	Iteration 73Q: 3 clusters Score -2.345699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -23456986.000000 Penalty: 6008.436035
	Iteration 74Q: 3 clusters Score -2.345699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 180428 members 
Entering Unmasked Estep 
Score: -23456996.000000 Penalty: 6008.436035
	Iteration 75Q: 3 clusters Score -2.3457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 180432 members 
Entering Unmasked Estep 
Score: -23457004.000000 Penalty: 6008.436035
	Iteration 76Q: 3 clusters Score -2.3457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 180434 members 
Entering Unmasked Estep 
Score: -23456998.000000 Penalty: 6008.436035
	Iteration 77Q: 3 clusters Score -2.3457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 180434 members 
Entering Unmasked Estep 
Score: -23456998.000000 Penalty: 6008.436035
	Iteration 78F: 3 clusters Score -2.3457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73948.859375 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73948.86 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74313.281250 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74313.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74453.867188 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74453.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74545.875000 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -74545.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74632.414062 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74632.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74676.992188 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74676.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74741.906250 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74741.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74766.140625 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74766.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74768.937500 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74768.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74768.937500 Penalty: 3217.891357
	Iteration 9F: 3 clusters Score -74768.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201371 members 
Entering Unmasked Estep 
Score: -25762658.000000 Penalty: 3028.800293
	Iteration 0F: 2 clusters Score -2.576266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -25631858.000000 Penalty: 6057.600586
	Iteration 0F: 3 clusters Score -2.563186e+07 nChanged 96738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -25688516.000000 Penalty: 6057.600586
	Iteration 1F: 3 clusters Score -2.568852e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -25689056.000000 Penalty: 6057.600586
	Iteration 2Q: 3 clusters Score -2.568906e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -25689680.000000 Penalty: 6057.600586
	Iteration 3Q: 3 clusters Score -2.568968e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105578 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -25690526.000000 Penalty: 6057.600586
	Iteration 4Q: 3 clusters Score -2.569053e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -25691630.000000 Penalty: 6057.600586
	Iteration 5Q: 3 clusters Score -2.569163e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -25693492.000000 Penalty: 6057.600586
	Iteration 6Q: 3 clusters Score -2.569349e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -25696776.000000 Penalty: 6057.600586
	Iteration 7Q: 3 clusters Score -2.569678e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129911 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -25702404.000000 Penalty: 6057.600586
	Iteration 8F: 3 clusters Score -2.57024e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143496 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -25711692.000000 Penalty: 6057.600586
	Iteration 9F: 3 clusters Score -2.571169e+07 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -25725502.000000 Penalty: 6057.600586
	Iteration 10F: 3 clusters Score -2.57255e+07 nChanged 15947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -25740304.000000 Penalty: 6057.600586
	Iteration 11F: 3 clusters Score -2.57403e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188075 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -25750772.000000 Penalty: 6057.600586
	Iteration 12F: 3 clusters Score -2.575077e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195633 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -25756248.000000 Penalty: 6057.600586
	Iteration 13Q: 3 clusters Score -2.575625e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199147 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -25758600.000000 Penalty: 6057.600586
	Iteration 14Q: 3 clusters Score -2.57586e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200464 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -25759470.000000 Penalty: 6057.600586
	Iteration 15Q: 3 clusters Score -2.575947e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200894 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -25759730.000000 Penalty: 6057.600586
	Iteration 16Q: 3 clusters Score -2.575973e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201034 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25759882.000000 Penalty: 6057.600586
	Iteration 17Q: 3 clusters Score -2.575988e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201094 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25759960.000000 Penalty: 6057.600586
	Iteration 18Q: 3 clusters Score -2.575996e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201124 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25759988.000000 Penalty: 6057.600586
	Iteration 19Q: 3 clusters Score -2.575999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201141 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25760004.000000 Penalty: 6057.600586
	Iteration 20F: 3 clusters Score -2.576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25760000.000000 Penalty: 6057.600586
	Iteration 21Q: 3 clusters Score -2.576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201149 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -25760006.000000 Penalty: 6057.600586
	Iteration 22Q: 3 clusters Score -2.576001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25760028.000000 Penalty: 6057.600586
	Iteration 23Q: 3 clusters Score -2.576003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25760026.000000 Penalty: 6057.600586
	Iteration 24Q: 3 clusters Score -2.576003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25760030.000000 Penalty: 6057.600586
	Iteration 25Q: 3 clusters Score -2.576003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201148 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25760030.000000 Penalty: 6057.600586
	Iteration 26F: 3 clusters Score -2.576003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121801 members 
Entering Unmasked Estep 
Score: -15663470.000000 Penalty: 2904.115723
	Iteration 0F: 2 clusters Score -1.566347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -15582215.000000 Penalty: 5808.231445
	Iteration 0F: 3 clusters Score -1.558222e+07 nChanged 57921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -15615810.000000 Penalty: 5808.231445
	Iteration 1F: 3 clusters Score -1.561581e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -15617040.000000 Penalty: 5808.231445
	Iteration 2Q: 3 clusters Score -1.561704e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -15618631.000000 Penalty: 5808.231445
	Iteration 3Q: 3 clusters Score -1.561863e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -15620778.000000 Penalty: 5808.231445
	Iteration 4Q: 3 clusters Score -1.562078e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -15624039.000000 Penalty: 5808.231445
	Iteration 5F: 3 clusters Score -1.562404e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -15628930.000000 Penalty: 5808.231445
	Iteration 6F: 3 clusters Score -1.562893e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -15635731.000000 Penalty: 5808.231445
	Iteration 7F: 3 clusters Score -1.563573e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -15642390.000000 Penalty: 5808.231445
	Iteration 8F: 3 clusters Score -1.564239e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -15646187.000000 Penalty: 5808.231445
	Iteration 9F: 3 clusters Score -1.564619e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -15647602.000000 Penalty: 5808.231445
	Iteration 10Q: 3 clusters Score -1.56476e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -15648465.000000 Penalty: 5808.231445
	Iteration 11Q: 3 clusters Score -1.564846e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -15649092.000000 Penalty: 5808.231445
	Iteration 12Q: 3 clusters Score -1.564909e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -15649677.000000 Penalty: 5808.231445
	Iteration 13Q: 3 clusters Score -1.564968e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -15650210.000000 Penalty: 5808.231445
	Iteration 14Q: 3 clusters Score -1.565021e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -15650730.000000 Penalty: 5808.231445
	Iteration 15Q: 3 clusters Score -1.565073e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -15651385.000000 Penalty: 5808.231445
	Iteration 16Q: 3 clusters Score -1.565138e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -15651967.000000 Penalty: 5808.231445
	Iteration 17Q: 3 clusters Score -1.565197e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -15652715.000000 Penalty: 5808.231445
	Iteration 18Q: 3 clusters Score -1.565272e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -15653411.000000 Penalty: 5808.231445
	Iteration 19Q: 3 clusters Score -1.565341e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -15654120.000000 Penalty: 5808.231445
	Iteration 20F: 3 clusters Score -1.565412e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -15654844.000000 Penalty: 5808.231445
	Iteration 21Q: 3 clusters Score -1.565484e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -15655432.000000 Penalty: 5808.231445
	Iteration 22Q: 3 clusters Score -1.565543e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -15655969.000000 Penalty: 5808.231445
	Iteration 23Q: 3 clusters Score -1.565597e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -15656389.000000 Penalty: 5808.231445
	Iteration 24Q: 3 clusters Score -1.565639e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -15656568.000000 Penalty: 5808.231445
	Iteration 25Q: 3 clusters Score -1.565657e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -15656807.000000 Penalty: 5808.231445
	Iteration 26Q: 3 clusters Score -1.565681e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -15656928.000000 Penalty: 5808.231445
	Iteration 27Q: 3 clusters Score -1.565693e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -15656988.000000 Penalty: 5808.231445
	Iteration 28Q: 3 clusters Score -1.565699e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -15657076.000000 Penalty: 5808.231445
	Iteration 29Q: 3 clusters Score -1.565708e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -15657165.000000 Penalty: 5808.231445
	Iteration 30Q: 3 clusters Score -1.565716e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -15657212.000000 Penalty: 5808.231445
	Iteration 31Q: 3 clusters Score -1.565721e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -15657276.000000 Penalty: 5808.231445
	Iteration 32Q: 3 clusters Score -1.565728e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -15657290.000000 Penalty: 5808.231445
	Iteration 33Q: 3 clusters Score -1.565729e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -15657333.000000 Penalty: 5808.231445
	Iteration 34Q: 3 clusters Score -1.565733e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -15657357.000000 Penalty: 5808.231445
	Iteration 35Q: 3 clusters Score -1.565736e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -15657371.000000 Penalty: 5808.231445
	Iteration 36Q: 3 clusters Score -1.565737e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -15657416.000000 Penalty: 5808.231445
	Iteration 37Q: 3 clusters Score -1.565742e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -15657388.000000 Penalty: 5808.231445
	Iteration 38Q: 3 clusters Score -1.565739e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -15657392.000000 Penalty: 5808.231445
	Iteration 39Q: 3 clusters Score -1.565739e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -15657447.000000 Penalty: 5808.231445
	Iteration 40F: 3 clusters Score -1.565745e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -15657450.000000 Penalty: 5808.231445
	Iteration 41Q: 3 clusters Score -1.565745e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -15657441.000000 Penalty: 5808.231445
	Iteration 42Q: 3 clusters Score -1.565744e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -15657445.000000 Penalty: 5808.231445
	Iteration 43Q: 3 clusters Score -1.565744e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -15657458.000000 Penalty: 5808.231445
	Iteration 44Q: 3 clusters Score -1.565746e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -15657447.000000 Penalty: 5808.231445
	Iteration 45Q: 3 clusters Score -1.565745e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -15657477.000000 Penalty: 5808.231445
	Iteration 46Q: 3 clusters Score -1.565748e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -15657487.000000 Penalty: 5808.231445
	Iteration 47Q: 3 clusters Score -1.565749e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -15657482.000000 Penalty: 5808.231445
	Iteration 48Q: 3 clusters Score -1.565748e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
Score: -15657453.000000 Penalty: 5808.231445
	Iteration 49Q: 3 clusters Score -1.565745e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -15657444.000000 Penalty: 5808.231445
	Iteration 50Q: 3 clusters Score -1.565744e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -15657460.000000 Penalty: 5808.231445
	Iteration 51Q: 3 clusters Score -1.565746e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -15657487.000000 Penalty: 5808.231445
	Iteration 52Q: 3 clusters Score -1.565749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -15657487.000000 Penalty: 5808.231445
	Iteration 53Q: 3 clusters Score -1.565749e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -15657486.000000 Penalty: 5808.231445
	Iteration 54Q: 3 clusters Score -1.565749e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -15657475.000000 Penalty: 5808.231445
	Iteration 55Q: 3 clusters Score -1.565748e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -15657476.000000 Penalty: 5808.231445
	Iteration 56Q: 3 clusters Score -1.565748e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -15657494.000000 Penalty: 5808.231445
	Iteration 57Q: 3 clusters Score -1.565749e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -15657510.000000 Penalty: 5808.231445
	Iteration 58Q: 3 clusters Score -1.565751e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -15657504.000000 Penalty: 5808.231445
	Iteration 59Q: 3 clusters Score -1.56575e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -15657497.000000 Penalty: 5808.231445
	Iteration 60F: 3 clusters Score -1.56575e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -15657504.000000 Penalty: 5808.231445
	Iteration 61Q: 3 clusters Score -1.56575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -15657498.000000 Penalty: 5808.231445
	Iteration 62Q: 3 clusters Score -1.56575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -15657495.000000 Penalty: 5808.231445
	Iteration 63Q: 3 clusters Score -1.56575e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -15657492.000000 Penalty: 5808.231445
	Iteration 64Q: 3 clusters Score -1.565749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -15657506.000000 Penalty: 5808.231445
	Iteration 65Q: 3 clusters Score -1.565751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -15657502.000000 Penalty: 5808.231445
	Iteration 66Q: 3 clusters Score -1.56575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -15657514.000000 Penalty: 5808.231445
	Iteration 67Q: 3 clusters Score -1.565751e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 85264 members 
Entering Unmasked Estep 
Score: -15657519.000000 Penalty: 5808.231445
	Iteration 68Q: 3 clusters Score -1.565752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -15657505.000000 Penalty: 5808.231445
	Iteration 69Q: 3 clusters Score -1.56575e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -15657522.000000 Penalty: 5808.231445
	Iteration 70Q: 3 clusters Score -1.565752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 85349 members 
Entering Unmasked Estep 
Score: -15657514.000000 Penalty: 5808.231445
	Iteration 71Q: 3 clusters Score -1.565751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -15657501.000000 Penalty: 5808.231445
	Iteration 72Q: 3 clusters Score -1.56575e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -15657526.000000 Penalty: 5808.231445
	Iteration 73Q: 3 clusters Score -1.565753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -15657507.000000 Penalty: 5808.231445
	Iteration 74Q: 3 clusters Score -1.565751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -15657518.000000 Penalty: 5808.231445
	Iteration 75Q: 3 clusters Score -1.565752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -15657508.000000 Penalty: 5808.231445
	Iteration 76Q: 3 clusters Score -1.565751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -15657511.000000 Penalty: 5808.231445
	Iteration 77Q: 3 clusters Score -1.565751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 85558 members 
Entering Unmasked Estep 
Score: -15657524.000000 Penalty: 5808.231445
	Iteration 78Q: 3 clusters Score -1.565752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -15657526.000000 Penalty: 5808.231445
	Iteration 79Q: 3 clusters Score -1.565753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 85606 members 
Entering Unmasked Estep 
Score: -15657524.000000 Penalty: 5808.231445
	Iteration 80F: 3 clusters Score -1.565752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -15657522.000000 Penalty: 5808.231445
	Iteration 81Q: 3 clusters Score -1.565752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -15657532.000000 Penalty: 5808.231445
	Iteration 82Q: 3 clusters Score -1.565753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -15657520.000000 Penalty: 5808.231445
	Iteration 83Q: 3 clusters Score -1.565752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -15657523.000000 Penalty: 5808.231445
	Iteration 84Q: 3 clusters Score -1.565752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -15657513.000000 Penalty: 5808.231445
	Iteration 85Q: 3 clusters Score -1.565751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -15657518.000000 Penalty: 5808.231445
	Iteration 86Q: 3 clusters Score -1.565752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -15657517.000000 Penalty: 5808.231445
	Iteration 87Q: 3 clusters Score -1.565752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -15657523.000000 Penalty: 5808.231445
	Iteration 88Q: 3 clusters Score -1.565752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -15657532.000000 Penalty: 5808.231445
	Iteration 89Q: 3 clusters Score -1.565753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -15657522.000000 Penalty: 5808.231445
	Iteration 90Q: 3 clusters Score -1.565752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -15657521.000000 Penalty: 5808.231445
	Iteration 91Q: 3 clusters Score -1.565752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -15657525.000000 Penalty: 5808.231445
	Iteration 92Q: 3 clusters Score -1.565752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -15657521.000000 Penalty: 5808.231445
	Iteration 93Q: 3 clusters Score -1.565752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -15657513.000000 Penalty: 5808.231445
	Iteration 94Q: 3 clusters Score -1.565751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -15657516.000000 Penalty: 5808.231445
	Iteration 95Q: 3 clusters Score -1.565752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -15657522.000000 Penalty: 5808.231445
	Iteration 96Q: 3 clusters Score -1.565752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -15657511.000000 Penalty: 5808.231445
	Iteration 97Q: 3 clusters Score -1.565751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -15657508.000000 Penalty: 5808.231445
	Iteration 98Q: 3 clusters Score -1.565751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -15657512.000000 Penalty: 5808.231445
	Iteration 99Q: 3 clusters Score -1.565751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -15657518.000000 Penalty: 5808.231445
	Iteration 100F: 3 clusters Score -1.565752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -15657529.000000 Penalty: 5808.231445
	Iteration 101Q: 3 clusters Score -1.565753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -15657523.000000 Penalty: 5808.231445
	Iteration 102Q: 3 clusters Score -1.565752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -15657522.000000 Penalty: 5808.231445
	Iteration 103Q: 3 clusters Score -1.565752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -15657525.000000 Penalty: 5808.231445
	Iteration 104Q: 3 clusters Score -1.565752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -15657535.000000 Penalty: 5808.231445
	Iteration 105Q: 3 clusters Score -1.565754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -15657538.000000 Penalty: 5808.231445
	Iteration 106Q: 3 clusters Score -1.565754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -15657551.000000 Penalty: 5808.231445
	Iteration 107Q: 3 clusters Score -1.565755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -15657544.000000 Penalty: 5808.231445
	Iteration 108Q: 3 clusters Score -1.565754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -15657539.000000 Penalty: 5808.231445
	Iteration 109Q: 3 clusters Score -1.565754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -15657552.000000 Penalty: 5808.231445
	Iteration 110Q: 3 clusters Score -1.565755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -15657542.000000 Penalty: 5808.231445
	Iteration 111Q: 3 clusters Score -1.565754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -15657545.000000 Penalty: 5808.231445
	Iteration 112Q: 3 clusters Score -1.565754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -15657531.000000 Penalty: 5808.231445
	Iteration 113Q: 3 clusters Score -1.565753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -15657542.000000 Penalty: 5808.231445
	Iteration 114Q: 3 clusters Score -1.565754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -15657548.000000 Penalty: 5808.231445
	Iteration 115Q: 3 clusters Score -1.565755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -15657548.000000 Penalty: 5808.231445
	Iteration 116F: 3 clusters Score -1.565755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Entering Unmasked Estep 
Score: -2511814.750000 Penalty: 2450.179932
	Iteration 0F: 2 clusters Score -2511815 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 9728 members 
Entering Unmasked Estep 
Score: -2498123.250000 Penalty: 4900.359863
	Iteration 0F: 3 clusters Score -2498123 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2502545.250000 Penalty: 4900.359863
	Iteration 1F: 3 clusters Score -2502545 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2502854.500000 Penalty: 4900.359863
	Iteration 2F: 3 clusters Score -2502854 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2503134.750000 Penalty: 4900.359863
	Iteration 3Q: 3 clusters Score -2503135 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2503411.250000 Penalty: 4900.359863
	Iteration 4Q: 3 clusters Score -2503411 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2503732.000000 Penalty: 4900.359863
	Iteration 5Q: 3 clusters Score -2503732 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2504109.500000 Penalty: 4900.359863
	Iteration 6Q: 3 clusters Score -2504110 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2504580.000000 Penalty: 4900.359863
	Iteration 7Q: 3 clusters Score -2504580 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2505214.250000 Penalty: 4900.359863
	Iteration 8F: 3 clusters Score -2505214 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2506104.500000 Penalty: 4900.359863
	Iteration 9F: 3 clusters Score -2506104 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2507169.250000 Penalty: 4900.359863
	Iteration 10F: 3 clusters Score -2507169 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2508136.750000 Penalty: 4900.359863
	Iteration 11F: 3 clusters Score -2508137 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2508853.750000 Penalty: 4900.359863
	Iteration 12Q: 3 clusters Score -2508854 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2509206.000000 Penalty: 4900.359863
	Iteration 13Q: 3 clusters Score -2509206 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2509380.500000 Penalty: 4900.359863
	Iteration 14Q: 3 clusters Score -2509380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2509480.750000 Penalty: 4900.359863
	Iteration 15Q: 3 clusters Score -2509481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2509532.250000 Penalty: 4900.359863
	Iteration 16Q: 3 clusters Score -2509532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2509565.250000 Penalty: 4900.359863
	Iteration 17Q: 3 clusters Score -2509565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2509581.000000 Penalty: 4900.359863
	Iteration 18Q: 3 clusters Score -2509581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2509594.750000 Penalty: 4900.359863
	Iteration 19Q: 3 clusters Score -2509595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2509598.750000 Penalty: 4900.359863
	Iteration 20F: 3 clusters Score -2509599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2509609.500000 Penalty: 4900.359863
	Iteration 21Q: 3 clusters Score -2509610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2509623.500000 Penalty: 4900.359863
	Iteration 22Q: 3 clusters Score -2509624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2509627.000000 Penalty: 4900.359863
	Iteration 23Q: 3 clusters Score -2509627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2509632.250000 Penalty: 4900.359863
	Iteration 24Q: 3 clusters Score -2509632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2509633.250000 Penalty: 4900.359863
	Iteration 25Q: 3 clusters Score -2509633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2509637.500000 Penalty: 4900.359863
	Iteration 26Q: 3 clusters Score -2509638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2509644.500000 Penalty: 4900.359863
	Iteration 27Q: 3 clusters Score -2509644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2509648.750000 Penalty: 4900.359863
	Iteration 28Q: 3 clusters Score -2509649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2509650.000000 Penalty: 4900.359863
	Iteration 29Q: 3 clusters Score -2509650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2509651.750000 Penalty: 4900.359863
	Iteration 30Q: 3 clusters Score -2509652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2509651.750000 Penalty: 4900.359863
	Iteration 31Q: 3 clusters Score -2509652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2509651.000000 Penalty: 4900.359863
	Iteration 32Q: 3 clusters Score -2509651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2509651.000000 Penalty: 4900.359863
	Iteration 33F: 3 clusters Score -2509651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15092 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166481 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700144.000000 Penalty: 69388.398438
Iteration 319Q: 21 clusters Score -1.497001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168853 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61558 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169364 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166480 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16682 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700112.000000 Penalty: 69388.398438
Iteration 320F: 21 clusters Score -1.497001e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61555 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15095 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166479 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201371 members 
Mstep: Class 19 contains 121802 members 
Mstep: Class 20 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700112.000000 Penalty: 69388.398438
Iteration 321Q: 21 clusters Score -1.497001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168850 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61557 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169361 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166476 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16681 members 
Mstep: Class 16 contains 182368 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201373 members 
Mstep: Class 19 contains 121802 members 
Mstep: Class 20 contains 19538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 322Q: 21 clusters Score -1.497001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61556 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166473 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16679 members 
Mstep: Class 16 contains 182370 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201376 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 323Q: 21 clusters Score -1.497001e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61556 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169357 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166471 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16676 members 
Mstep: Class 16 contains 182371 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201381 members 
Mstep: Class 19 contains 121802 members 
Mstep: Class 20 contains 19544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699920.000000 Penalty: 69388.398438
Iteration 324Q: 21 clusters Score -1.496999e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169353 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166470 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16672 members 
Mstep: Class 16 contains 182375 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201382 members 
Mstep: Class 19 contains 121803 members 
Mstep: Class 20 contains 19546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 325Q: 21 clusters Score -1.497e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169355 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166466 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16672 members 
Mstep: Class 16 contains 182375 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201383 members 
Mstep: Class 19 contains 121803 members 
Mstep: Class 20 contains 19549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 326Q: 21 clusters Score -1.497e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168844 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61559 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166461 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16671 members 
Mstep: Class 16 contains 182377 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201383 members 
Mstep: Class 19 contains 121801 members 
Mstep: Class 20 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 327Q: 21 clusters Score -1.497e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61560 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166460 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16671 members 
Mstep: Class 16 contains 182379 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201381 members 
Mstep: Class 19 contains 121800 members 
Mstep: Class 20 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 328Q: 21 clusters Score -1.497e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61563 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169365 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166457 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16669 members 
Mstep: Class 16 contains 182380 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201378 members 
Mstep: Class 19 contains 121800 members 
Mstep: Class 20 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 329Q: 21 clusters Score -1.497001e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61564 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169366 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166453 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16667 members 
Mstep: Class 16 contains 182383 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201380 members 
Mstep: Class 19 contains 121799 members 
Mstep: Class 20 contains 19551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 330Q: 21 clusters Score -1.497e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61563 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166450 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16666 members 
Mstep: Class 16 contains 182386 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201386 members 
Mstep: Class 19 contains 121798 members 
Mstep: Class 20 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 331Q: 21 clusters Score -1.497e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168838 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61565 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166450 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16665 members 
Mstep: Class 16 contains 182386 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201387 members 
Mstep: Class 19 contains 121799 members 
Mstep: Class 20 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 332Q: 21 clusters Score -1.497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61567 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166451 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16664 members 
Mstep: Class 16 contains 182384 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201391 members 
Mstep: Class 19 contains 121798 members 
Mstep: Class 20 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 333Q: 21 clusters Score -1.497e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166452 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16660 members 
Mstep: Class 16 contains 182385 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201390 members 
Mstep: Class 19 contains 121798 members 
Mstep: Class 20 contains 19553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 334Q: 21 clusters Score -1.497e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168836 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166454 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16656 members 
Mstep: Class 16 contains 182383 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201391 members 
Mstep: Class 19 contains 121798 members 
Mstep: Class 20 contains 19556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 335Q: 21 clusters Score -1.497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61573 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166455 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16652 members 
Mstep: Class 16 contains 182382 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201393 members 
Mstep: Class 19 contains 121798 members 
Mstep: Class 20 contains 19559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 336Q: 21 clusters Score -1.497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61576 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166458 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16649 members 
Mstep: Class 16 contains 182379 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201392 members 
Mstep: Class 19 contains 121799 members 
Mstep: Class 20 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699904.000000 Penalty: 69388.398438
Iteration 337Q: 21 clusters Score -1.496999e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168832 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61578 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166459 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16646 members 
Mstep: Class 16 contains 182378 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201392 members 
Mstep: Class 19 contains 121800 members 
Mstep: Class 20 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699984.000000 Penalty: 69388.398438
Iteration 338Q: 21 clusters Score -1.497e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168832 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61579 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166456 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16643 members 
Mstep: Class 16 contains 182377 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201394 members 
Mstep: Class 19 contains 121800 members 
Mstep: Class 20 contains 19565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 339Q: 21 clusters Score -1.497e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168832 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61580 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166455 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16639 members 
Mstep: Class 16 contains 182374 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201403 members 
Mstep: Class 19 contains 121797 members 
Mstep: Class 20 contains 19566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 340F: 21 clusters Score -1.497e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 61583 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169358 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166452 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16638 members 
Mstep: Class 16 contains 182376 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201403 members 
Mstep: Class 19 contains 121796 members 
Mstep: Class 20 contains 19567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 341Q: 21 clusters Score -1.497e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61583 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15094 members 
Mstep: Class 7 contains 169356 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166449 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 16 contains 182375 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201402 members 
Mstep: Class 19 contains 121798 members 
Mstep: Class 20 contains 19571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699952.000000 Penalty: 69388.398438
Iteration 342Q: 21 clusters Score -1.497e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61583 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169356 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166451 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 16 contains 182373 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201407 members 
Mstep: Class 19 contains 121794 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699936.000000 Penalty: 69388.398438
Iteration 343Q: 21 clusters Score -1.496999e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61583 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169357 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166450 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 182369 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201411 members 
Mstep: Class 19 contains 121793 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699920.000000 Penalty: 69388.398438
Iteration 344Q: 21 clusters Score -1.496999e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168831 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61584 members 
Mstep: Class 4 contains 51891 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166447 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 182366 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201413 members 
Mstep: Class 19 contains 121794 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 345Q: 21 clusters Score -1.497e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61584 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169364 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166440 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 182364 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201425 members 
Mstep: Class 19 contains 121792 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 346Q: 21 clusters Score -1.497e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61584 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169369 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166431 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 182363 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201432 members 
Mstep: Class 19 contains 121792 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 347Q: 21 clusters Score -1.497e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61583 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169365 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166431 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16635 members 
Mstep: Class 16 contains 182364 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201439 members 
Mstep: Class 19 contains 121792 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 348Q: 21 clusters Score -1.497e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61584 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169363 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166429 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16634 members 
Mstep: Class 16 contains 182366 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201443 members 
Mstep: Class 19 contains 121792 members 
Mstep: Class 20 contains 19574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 349Q: 21 clusters Score -1.497e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61584 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169361 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166430 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 182366 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201448 members 
Mstep: Class 19 contains 121790 members 
Mstep: Class 20 contains 19575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699968.000000 Penalty: 69388.398438
Iteration 350Q: 21 clusters Score -1.497e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166430 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16632 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201450 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 351Q: 21 clusters Score -1.497001e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169361 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166431 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 16 contains 182365 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201452 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700128.000000 Penalty: 69388.398438
Iteration 352Q: 21 clusters Score -1.497001e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61586 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169360 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166431 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16629 members 
Mstep: Class 16 contains 182363 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201459 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700048.000000 Penalty: 69388.398438
Iteration 353Q: 21 clusters Score -1.497e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168816 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169357 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166431 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16627 members 
Mstep: Class 16 contains 182362 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201467 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 69388.398438
Iteration 354Q: 21 clusters Score -1.497e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169355 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166430 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16628 members 
Mstep: Class 16 contains 182361 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201470 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 355Q: 21 clusters Score -1.497e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 4 contains 51890 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169355 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166427 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201474 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 356Q: 21 clusters Score -1.497e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61586 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169356 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166427 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16629 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700000.000000 Penalty: 69388.398438
Iteration 357Q: 21 clusters Score -1.497e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61588 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169356 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166426 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16627 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201477 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700016.000000 Penalty: 69388.398438
Iteration 358Q: 21 clusters Score -1.497e+08 nChanged 5
Entering ConstructFrom: 
Score: -149700016.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Entering Unmasked Estep 
Score: -21695690.000000 Penalty: 2985.066650
	Iteration 0F: 2 clusters Score -2.169569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84626 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -21583498.000000 Penalty: 5970.133301
	Iteration 0F: 3 clusters Score -2.15835e+07 nChanged 80767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -21630516.000000 Penalty: 5970.133301
	Iteration 1F: 3 clusters Score -2.163052e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -21631826.000000 Penalty: 5970.133301
	Iteration 2Q: 3 clusters Score -2.163183e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -21633292.000000 Penalty: 5970.133301
	Iteration 3Q: 3 clusters Score -2.163329e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -21635454.000000 Penalty: 5970.133301
	Iteration 4Q: 3 clusters Score -2.163545e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -21639016.000000 Penalty: 5970.133301
	Iteration 5Q: 3 clusters Score -2.163902e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -21645156.000000 Penalty: 5970.133301
	Iteration 6F: 3 clusters Score -2.164516e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123224 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -21654058.000000 Penalty: 5970.133301
	Iteration 7F: 3 clusters Score -2.165406e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135114 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -21664422.000000 Penalty: 5970.133301
	Iteration 8F: 3 clusters Score -2.166442e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -21673504.000000 Penalty: 5970.133301
	Iteration 9F: 3 clusters Score -2.16735e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152745 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -21680116.000000 Penalty: 5970.133301
	Iteration 10Q: 3 clusters Score -2.168012e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -21684648.000000 Penalty: 5970.133301
	Iteration 11Q: 3 clusters Score -2.168465e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161860 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -21687866.000000 Penalty: 5970.133301
	Iteration 12Q: 3 clusters Score -2.168787e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164458 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -21689998.000000 Penalty: 5970.133301
	Iteration 13Q: 3 clusters Score -2.169e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166082 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21691294.000000 Penalty: 5970.133301
	Iteration 14Q: 3 clusters Score -2.169129e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167067 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21692070.000000 Penalty: 5970.133301
	Iteration 15Q: 3 clusters Score -2.169207e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21692522.000000 Penalty: 5970.133301
	Iteration 16Q: 3 clusters Score -2.169252e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167908 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21692738.000000 Penalty: 5970.133301
	Iteration 17Q: 3 clusters Score -2.169274e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21692882.000000 Penalty: 5970.133301
	Iteration 18Q: 3 clusters Score -2.169288e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168169 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21692918.000000 Penalty: 5970.133301
	Iteration 19Q: 3 clusters Score -2.169292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168231 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21692978.000000 Penalty: 5970.133301
	Iteration 20F: 3 clusters Score -2.169298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21693002.000000 Penalty: 5970.133301
	Iteration 21Q: 3 clusters Score -2.1693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21693014.000000 Penalty: 5970.133301
	Iteration 22Q: 3 clusters Score -2.169301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -21693032.000000 Penalty: 5970.133301
	Iteration 23Q: 3 clusters Score -2.169303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168306 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21693036.000000 Penalty: 5970.133301
	Iteration 24Q: 3 clusters Score -2.169304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21693032.000000 Penalty: 5970.133301
	Iteration 25Q: 3 clusters Score -2.169303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -21693048.000000 Penalty: 5970.133301
	Iteration 26Q: 3 clusters Score -2.169305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168327 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -21693054.000000 Penalty: 5970.133301
	Iteration 27Q: 3 clusters Score -2.169305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -21693064.000000 Penalty: 5970.133301
	Iteration 28Q: 3 clusters Score -2.169306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168335 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21693056.000000 Penalty: 5970.133301
	Iteration 29Q: 3 clusters Score -2.169306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21693066.000000 Penalty: 5970.133301
	Iteration 30Q: 3 clusters Score -2.169307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168343 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21693060.000000 Penalty: 5970.133301
	Iteration 31Q: 3 clusters Score -2.169306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21693092.000000 Penalty: 5970.133301
	Iteration 32Q: 3 clusters Score -2.169309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21693090.000000 Penalty: 5970.133301
	Iteration 33Q: 3 clusters Score -2.169309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168354 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21693088.000000 Penalty: 5970.133301
	Iteration 34Q: 3 clusters Score -2.169309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168355 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -21693090.000000 Penalty: 5970.133301
	Iteration 35Q: 3 clusters Score -2.169309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21693096.000000 Penalty: 5970.133301
	Iteration 36Q: 3 clusters Score -2.16931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21693096.000000 Penalty: 5970.133301
	Iteration 37Q: 3 clusters Score -2.16931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21693100.000000 Penalty: 5970.133301
	Iteration 38Q: 3 clusters Score -2.16931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21693098.000000 Penalty: 5970.133301
	Iteration 39Q: 3 clusters Score -2.16931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168357 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21693098.000000 Penalty: 5970.133301
	Iteration 40F: 3 clusters Score -2.16931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -659819.687500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -659819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -655076.437500 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -655076.4 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -656174.187500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -656174.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -656344.062500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -656344.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -656486.125000 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -656486.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -656626.437500 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -656626.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -656798.750000 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -656798.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -657013.187500 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -657013.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -657240.562500 Penalty: 4262.884277
	Iteration 7F: 3 clusters Score -657240.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -657476.500000 Penalty: 4262.884277
	Iteration 8F: 3 clusters Score -657476.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -657690.750000 Penalty: 4262.884277
	Iteration 9F: 3 clusters Score -657690.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -657891.062500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -657891.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -658033.687500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -658033.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -658143.250000 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -658143.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -658224.875000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -658224.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -658274.937500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -658274.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -658311.812500 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -658311.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -658337.187500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -658337.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -658359.562500 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -658359.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -658379.562500 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -658379.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -658398.375000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -658398.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -658406.375000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -658406.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -658408.937500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -658408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -658411.375000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -658411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -658414.812500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -658414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -658416.125000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -658416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -658419.812500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -658419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -658432.000000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -658432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -658438.937500 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -658438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -658443.937500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -658443.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -658451.062500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -658451.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -658457.500000 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -658457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -658464.687500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -658464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -658470.062500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -658470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -658474.250000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -658474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -658485.562500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -658485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -658493.687500 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -658493.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -658500.375000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -658500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -658507.875000 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -658507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -658509.625000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -658509.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -658515.062500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -658515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -658518.437500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -658518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -658521.750000 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -658521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -658528.250000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -658528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -658532.000000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -658532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -658536.062500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -658536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -658540.312500 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -658540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -658542.437500 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -658542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -658542.562500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -658542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -658543.062500 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -658543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -658542.812500 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -658542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -658542.812500 Penalty: 4262.884277
	Iteration 50F: 3 clusters Score -658542.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Entering Unmasked Estep 
Score: -7688063.500000 Penalty: 2735.003174
	Iteration 0F: 2 clusters Score -7688064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -7646757.000000 Penalty: 5470.006348
	Iteration 0F: 3 clusters Score -7646757 nChanged 28633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7662629.500000 Penalty: 5470.006348
	Iteration 1F: 3 clusters Score -7662630 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -7663141.000000 Penalty: 5470.006348
	Iteration 2Q: 3 clusters Score -7663141 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -7663663.500000 Penalty: 5470.006348
	Iteration 3Q: 3 clusters Score -7663664 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -7664322.500000 Penalty: 5470.006348
	Iteration 4Q: 3 clusters Score -7664322 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -7665272.000000 Penalty: 5470.006348
	Iteration 5Q: 3 clusters Score -7665272 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -7666866.000000 Penalty: 5470.006348
	Iteration 6F: 3 clusters Score -7666866 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -7669461.500000 Penalty: 5470.006348
	Iteration 7F: 3 clusters Score -7669462 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -7673260.000000 Penalty: 5470.006348
	Iteration 8F: 3 clusters Score -7673260 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -7677984.000000 Penalty: 5470.006348
	Iteration 9F: 3 clusters Score -7677984 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7682004.500000 Penalty: 5470.006348
	Iteration 10F: 3 clusters Score -7682004 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7684243.500000 Penalty: 5470.006348
	Iteration 11Q: 3 clusters Score -7684244 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7685147.000000 Penalty: 5470.006348
	Iteration 12Q: 3 clusters Score -7685147 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7685454.000000 Penalty: 5470.006348
	Iteration 13Q: 3 clusters Score -7685454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7685586.000000 Penalty: 5470.006348
	Iteration 14Q: 3 clusters Score -7685586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7685668.500000 Penalty: 5470.006348
	Iteration 15Q: 3 clusters Score -7685668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7685712.500000 Penalty: 5470.006348
	Iteration 16Q: 3 clusters Score -7685712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7685727.500000 Penalty: 5470.006348
	Iteration 17Q: 3 clusters Score -7685728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7685729.000000 Penalty: 5470.006348
	Iteration 18Q: 3 clusters Score -7685729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7685736.500000 Penalty: 5470.006348
	Iteration 19Q: 3 clusters Score -7685736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7685752.000000 Penalty: 5470.006348
	Iteration 20F: 3 clusters Score -7685752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7685744.000000 Penalty: 5470.006348
	Iteration 21Q: 3 clusters Score -7685744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7685745.500000 Penalty: 5470.006348
	Iteration 22Q: 3 clusters Score -7685746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7685756.000000 Penalty: 5470.006348
	Iteration 23Q: 3 clusters Score -7685756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7685758.000000 Penalty: 5470.006348
	Iteration 24Q: 3 clusters Score -7685758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7685755.000000 Penalty: 5470.006348
	Iteration 25Q: 3 clusters Score -7685755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7685759.500000 Penalty: 5470.006348
	Iteration 26Q: 3 clusters Score -7685760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7685759.500000 Penalty: 5470.006348
	Iteration 27Q: 3 clusters Score -7685760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7685761.000000 Penalty: 5470.006348
	Iteration 28Q: 3 clusters Score -7685761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7685761.000000 Penalty: 5470.006348
	Iteration 29F: 3 clusters Score -7685761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Entering Unmasked Estep 
Score: -6676253.500000 Penalty: 2692.501709
	Iteration 0F: 2 clusters Score -6676254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -6641668.500000 Penalty: 5385.003418
	Iteration 0F: 3 clusters Score -6641668 nChanged 23742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -6655129.000000 Penalty: 5385.003418
	Iteration 1F: 3 clusters Score -6655129 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -6655913.000000 Penalty: 5385.003418
	Iteration 2Q: 3 clusters Score -6655913 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -6656805.500000 Penalty: 5385.003418
	Iteration 3Q: 3 clusters Score -6656806 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6657917.000000 Penalty: 5385.003418
	Iteration 4Q: 3 clusters Score -6657917 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6659511.000000 Penalty: 5385.003418
	Iteration 5F: 3 clusters Score -6659511 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -6661708.000000 Penalty: 5385.003418
	Iteration 6F: 3 clusters Score -6661708 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -6664492.500000 Penalty: 5385.003418
	Iteration 7F: 3 clusters Score -6664492 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -6667229.500000 Penalty: 5385.003418
	Iteration 8F: 3 clusters Score -6667230 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6668846.500000 Penalty: 5385.003418
	Iteration 9F: 3 clusters Score -6668846 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -6669578.000000 Penalty: 5385.003418
	Iteration 10Q: 3 clusters Score -6669578 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -6669960.000000 Penalty: 5385.003418
	Iteration 11Q: 3 clusters Score -6669960 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -6670270.000000 Penalty: 5385.003418
	Iteration 12Q: 3 clusters Score -6670270 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -6670543.000000 Penalty: 5385.003418
	Iteration 13Q: 3 clusters Score -6670543 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6670745.500000 Penalty: 5385.003418
	Iteration 14Q: 3 clusters Score -6670746 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -6670949.500000 Penalty: 5385.003418
	Iteration 15Q: 3 clusters Score -6670950 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -6671161.500000 Penalty: 5385.003418
	Iteration 16Q: 3 clusters Score -6671162 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -6671360.500000 Penalty: 5385.003418
	Iteration 17Q: 3 clusters Score -6671360 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -6671499.500000 Penalty: 5385.003418
	Iteration 18Q: 3 clusters Score -6671500 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -6671713.500000 Penalty: 5385.003418
	Iteration 19Q: 3 clusters Score -6671714 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -6671886.000000 Penalty: 5385.003418
	Iteration 20F: 3 clusters Score -6671886 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -6672083.000000 Penalty: 5385.003418
	Iteration 21Q: 3 clusters Score -6672083 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -6672241.500000 Penalty: 5385.003418
	Iteration 22Q: 3 clusters Score -6672242 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -6672404.500000 Penalty: 5385.003418
	Iteration 23Q: 3 clusters Score -6672404 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -6672539.500000 Penalty: 5385.003418
	Iteration 24Q: 3 clusters Score -6672540 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6672660.500000 Penalty: 5385.003418
	Iteration 25Q: 3 clusters Score -6672660 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6672826.500000 Penalty: 5385.003418
	Iteration 26Q: 3 clusters Score -6672826 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6672917.000000 Penalty: 5385.003418
	Iteration 27Q: 3 clusters Score -6672917 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -6673041.000000 Penalty: 5385.003418
	Iteration 28Q: 3 clusters Score -6673041 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -6673143.000000 Penalty: 5385.003418
	Iteration 29Q: 3 clusters Score -6673143 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -6673249.000000 Penalty: 5385.003418
	Iteration 30Q: 3 clusters Score -6673249 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -6673368.000000 Penalty: 5385.003418
	Iteration 31Q: 3 clusters Score -6673368 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -6673436.000000 Penalty: 5385.003418
	Iteration 32Q: 3 clusters Score -6673436 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -6673528.000000 Penalty: 5385.003418
	Iteration 33Q: 3 clusters Score -6673528 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6673594.000000 Penalty: 5385.003418
	Iteration 34Q: 3 clusters Score -6673594 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -6673659.000000 Penalty: 5385.003418
	Iteration 35Q: 3 clusters Score -6673659 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6673711.000000 Penalty: 5385.003418
	Iteration 36Q: 3 clusters Score -6673711 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -6673774.500000 Penalty: 5385.003418
	Iteration 37Q: 3 clusters Score -6673774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6673818.500000 Penalty: 5385.003418
	Iteration 38Q: 3 clusters Score -6673818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -6673869.500000 Penalty: 5385.003418
	Iteration 39Q: 3 clusters Score -6673870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6673900.500000 Penalty: 5385.003418
	Iteration 40F: 3 clusters Score -6673900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -6673930.500000 Penalty: 5385.003418
	Iteration 41Q: 3 clusters Score -6673930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6673948.500000 Penalty: 5385.003418
	Iteration 42Q: 3 clusters Score -6673948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6673971.500000 Penalty: 5385.003418
	Iteration 43Q: 3 clusters Score -6673972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6673983.500000 Penalty: 5385.003418
	Iteration 44Q: 3 clusters Score -6673984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6674011.000000 Penalty: 5385.003418
	Iteration 45Q: 3 clusters Score -6674011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6674021.500000 Penalty: 5385.003418
	Iteration 46Q: 3 clusters Score -6674022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6674011.500000 Penalty: 5385.003418
	Iteration 47Q: 3 clusters Score -6674012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6674028.000000 Penalty: 5385.003418
	Iteration 48Q: 3 clusters Score -6674028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6674044.000000 Penalty: 5385.003418
	Iteration 49Q: 3 clusters Score -6674044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6674047.000000 Penalty: 5385.003418
	Iteration 50Q: 3 clusters Score -6674047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6674052.000000 Penalty: 5385.003418
	Iteration 51Q: 3 clusters Score -6674052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6674061.500000 Penalty: 5385.003418
	Iteration 52Q: 3 clusters Score -6674062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6674068.000000 Penalty: 5385.003418
	Iteration 53Q: 3 clusters Score -6674068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6674074.000000 Penalty: 5385.003418
	Iteration 54Q: 3 clusters Score -6674074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6674092.500000 Penalty: 5385.003418
	Iteration 55Q: 3 clusters Score -6674092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6674080.500000 Penalty: 5385.003418
	Iteration 56Q: 3 clusters Score -6674080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6674079.000000 Penalty: 5385.003418
	Iteration 57Q: 3 clusters Score -6674079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6674096.500000 Penalty: 5385.003418
	Iteration 58Q: 3 clusters Score -6674096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -6674103.000000 Penalty: 5385.003418
	Iteration 59Q: 3 clusters Score -6674103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6674098.500000 Penalty: 5385.003418
	Iteration 60F: 3 clusters Score -6674098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6674101.000000 Penalty: 5385.003418
	Iteration 61Q: 3 clusters Score -6674101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6674103.500000 Penalty: 5385.003418
	Iteration 62Q: 3 clusters Score -6674104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6674111.000000 Penalty: 5385.003418
	Iteration 63Q: 3 clusters Score -6674111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6674131.500000 Penalty: 5385.003418
	Iteration 64Q: 3 clusters Score -6674132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6674140.000000 Penalty: 5385.003418
	Iteration 65Q: 3 clusters Score -6674140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6674129.000000 Penalty: 5385.003418
	Iteration 66Q: 3 clusters Score -6674129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6674136.000000 Penalty: 5385.003418
	Iteration 67Q: 3 clusters Score -6674136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6674156.000000 Penalty: 5385.003418
	Iteration 68Q: 3 clusters Score -6674156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6674159.000000 Penalty: 5385.003418
	Iteration 69Q: 3 clusters Score -6674159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6674159.500000 Penalty: 5385.003418
	Iteration 70Q: 3 clusters Score -6674160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -6674161.000000 Penalty: 5385.003418
	Iteration 71Q: 3 clusters Score -6674161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6674171.500000 Penalty: 5385.003418
	Iteration 72Q: 3 clusters Score -6674172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6674178.000000 Penalty: 5385.003418
	Iteration 73Q: 3 clusters Score -6674178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6674174.000000 Penalty: 5385.003418
	Iteration 74Q: 3 clusters Score -6674174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6674179.500000 Penalty: 5385.003418
	Iteration 75Q: 3 clusters Score -6674180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6674172.000000 Penalty: 5385.003418
	Iteration 76Q: 3 clusters Score -6674172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6674181.500000 Penalty: 5385.003418
	Iteration 77Q: 3 clusters Score -6674182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6674188.500000 Penalty: 5385.003418
	Iteration 78Q: 3 clusters Score -6674188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6674197.500000 Penalty: 5385.003418
	Iteration 79Q: 3 clusters Score -6674198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6674205.000000 Penalty: 5385.003418
	Iteration 80F: 3 clusters Score -6674205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6674193.500000 Penalty: 5385.003418
	Iteration 81Q: 3 clusters Score -6674194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6674196.000000 Penalty: 5385.003418
	Iteration 82Q: 3 clusters Score -6674196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6674196.500000 Penalty: 5385.003418
	Iteration 83Q: 3 clusters Score -6674196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6674191.000000 Penalty: 5385.003418
	Iteration 84Q: 3 clusters Score -6674191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6674197.000000 Penalty: 5385.003418
	Iteration 85Q: 3 clusters Score -6674197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6674199.000000 Penalty: 5385.003418
	Iteration 86Q: 3 clusters Score -6674199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6674199.000000 Penalty: 5385.003418
	Iteration 87F: 3 clusters Score -6674199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 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 342 members 
Entering Unmasked Estep 
Score: -69642.007812 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69642.01 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70365.125000 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70365.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70804.585938 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70804.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71006.359375 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -71006.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -71146.570312 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -71146.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -71217.539062 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -71217.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71283.382812 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71283.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -71354.312500 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71354.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -71546.921875 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71546.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71625.804688 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71633.101562 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -71633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71633.101562 Penalty: 3225.383789
	Iteration 11F: 3 clusters Score -71633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 143 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169358 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166425 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 524 members 
Entering Unmasked Estep 
Score: -149698768.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149700016.000000 to -149698768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1919197.125000 Penalty: 2386.252686
	Iteration 0F: 2 clusters Score -1919197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1908239.750000 Penalty: 4772.505371
	Iteration 0F: 3 clusters Score -1908240 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1911658.125000 Penalty: 4772.505371
	Iteration 1F: 3 clusters Score -1911658 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1912084.125000 Penalty: 4772.505371
	Iteration 2F: 3 clusters Score -1912084 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1912456.000000 Penalty: 4772.505371
	Iteration 3F: 3 clusters Score -1912456 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1912809.000000 Penalty: 4772.505371
	Iteration 4Q: 3 clusters Score -1912809 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1913216.125000 Penalty: 4772.505371
	Iteration 5Q: 3 clusters Score -1913216 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1913669.875000 Penalty: 4772.505371
	Iteration 6F: 3 clusters Score -1913670 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1914203.000000 Penalty: 4772.505371
	Iteration 7F: 3 clusters Score -1914203 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1914902.125000 Penalty: 4772.505371
	Iteration 8F: 3 clusters Score -1914902 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1915581.125000 Penalty: 4772.505371
	Iteration 9F: 3 clusters Score -1915581 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1916147.500000 Penalty: 4772.505371
	Iteration 10Q: 3 clusters Score -1916148 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1916624.750000 Penalty: 4772.505371
	Iteration 11Q: 3 clusters Score -1916625 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1916938.500000 Penalty: 4772.505371
	Iteration 12Q: 3 clusters Score -1916938 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1917087.875000 Penalty: 4772.505371
	Iteration 13Q: 3 clusters Score -1917088 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1917173.125000 Penalty: 4772.505371
	Iteration 14Q: 3 clusters Score -1917173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1917237.250000 Penalty: 4772.505371
	Iteration 15Q: 3 clusters Score -1917237 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1917282.750000 Penalty: 4772.505371
	Iteration 16Q: 3 clusters Score -1917283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1917295.750000 Penalty: 4772.505371
	Iteration 17Q: 3 clusters Score -1917296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1917315.625000 Penalty: 4772.505371
	Iteration 18Q: 3 clusters Score -1917316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1917331.375000 Penalty: 4772.505371
	Iteration 19Q: 3 clusters Score -1917331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1917349.125000 Penalty: 4772.505371
	Iteration 20F: 3 clusters Score -1917349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1917356.500000 Penalty: 4772.505371
	Iteration 21Q: 3 clusters Score -1917356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1917370.750000 Penalty: 4772.505371
	Iteration 22Q: 3 clusters Score -1917371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1917377.500000 Penalty: 4772.505371
	Iteration 23Q: 3 clusters Score -1917378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1917385.500000 Penalty: 4772.505371
	Iteration 24Q: 3 clusters Score -1917386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1917390.375000 Penalty: 4772.505371
	Iteration 25Q: 3 clusters Score -1917390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1917400.625000 Penalty: 4772.505371
	Iteration 26Q: 3 clusters Score -1917401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1917409.250000 Penalty: 4772.505371
	Iteration 27Q: 3 clusters Score -1917409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1917412.750000 Penalty: 4772.505371
	Iteration 28Q: 3 clusters Score -1917413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1917419.875000 Penalty: 4772.505371
	Iteration 29Q: 3 clusters Score -1917420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1917421.625000 Penalty: 4772.505371
	Iteration 30Q: 3 clusters Score -1917422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1917426.500000 Penalty: 4772.505371
	Iteration 31Q: 3 clusters Score -1917426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1917427.375000 Penalty: 4772.505371
	Iteration 32Q: 3 clusters Score -1917427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1917432.375000 Penalty: 4772.505371
	Iteration 33Q: 3 clusters Score -1917432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1917433.750000 Penalty: 4772.505371
	Iteration 34Q: 3 clusters Score -1917434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1917438.875000 Penalty: 4772.505371
	Iteration 35Q: 3 clusters Score -1917439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1917440.250000 Penalty: 4772.505371
	Iteration 36Q: 3 clusters Score -1917440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1917436.875000 Penalty: 4772.505371
	Iteration 37Q: 3 clusters Score -1917437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1917439.125000 Penalty: 4772.505371
	Iteration 38Q: 3 clusters Score -1917439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1917444.250000 Penalty: 4772.505371
	Iteration 39Q: 3 clusters Score -1917444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1917445.375000 Penalty: 4772.505371
	Iteration 40F: 3 clusters Score -1917445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1917446.750000 Penalty: 4772.505371
	Iteration 41Q: 3 clusters Score -1917447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1917446.375000 Penalty: 4772.505371
	Iteration 42Q: 3 clusters Score -1917446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1917450.250000 Penalty: 4772.505371
	Iteration 43Q: 3 clusters Score -1917450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1917458.000000 Penalty: 4772.505371
	Iteration 44Q: 3 clusters Score -1917458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1917455.625000 Penalty: 4772.505371
	Iteration 45Q: 3 clusters Score -1917456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1917467.250000 Penalty: 4772.505371
	Iteration 46Q: 3 clusters Score -1917467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1917471.625000 Penalty: 4772.505371
	Iteration 47Q: 3 clusters Score -1917472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1917474.250000 Penalty: 4772.505371
	Iteration 48Q: 3 clusters Score -1917474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1917473.500000 Penalty: 4772.505371
	Iteration 49Q: 3 clusters Score -1917474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1917480.375000 Penalty: 4772.505371
	Iteration 50Q: 3 clusters Score -1917480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1917484.875000 Penalty: 4772.505371
	Iteration 51Q: 3 clusters Score -1917485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1917482.625000 Penalty: 4772.505371
	Iteration 52Q: 3 clusters Score -1917483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1917491.875000 Penalty: 4772.505371
	Iteration 53Q: 3 clusters Score -1917492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1917495.250000 Penalty: 4772.505371
	Iteration 54Q: 3 clusters Score -1917495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1917499.500000 Penalty: 4772.505371
	Iteration 55Q: 3 clusters Score -1917500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1917505.750000 Penalty: 4772.505371
	Iteration 56Q: 3 clusters Score -1917506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1917509.625000 Penalty: 4772.505371
	Iteration 57Q: 3 clusters Score -1917510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1917508.250000 Penalty: 4772.505371
	Iteration 58Q: 3 clusters Score -1917508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1917509.625000 Penalty: 4772.505371
	Iteration 59Q: 3 clusters Score -1917510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1917512.250000 Penalty: 4772.505371
	Iteration 60F: 3 clusters Score -1917512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1917513.000000 Penalty: 4772.505371
	Iteration 61Q: 3 clusters Score -1917513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1917518.000000 Penalty: 4772.505371
	Iteration 62Q: 3 clusters Score -1917518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1917520.500000 Penalty: 4772.505371
	Iteration 63Q: 3 clusters Score -1917520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1917518.500000 Penalty: 4772.505371
	Iteration 64Q: 3 clusters Score -1917518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1917522.375000 Penalty: 4772.505371
	Iteration 65Q: 3 clusters Score -1917522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1917523.625000 Penalty: 4772.505371
	Iteration 66Q: 3 clusters Score -1917524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1917526.250000 Penalty: 4772.505371
	Iteration 67Q: 3 clusters Score -1917526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1917527.125000 Penalty: 4772.505371
	Iteration 68Q: 3 clusters Score -1917527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1917533.375000 Penalty: 4772.505371
	Iteration 69Q: 3 clusters Score -1917533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1917531.000000 Penalty: 4772.505371
	Iteration 70Q: 3 clusters Score -1917531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1917532.750000 Penalty: 4772.505371
	Iteration 71Q: 3 clusters Score -1917533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1917533.125000 Penalty: 4772.505371
	Iteration 72Q: 3 clusters Score -1917533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1917533.125000 Penalty: 4772.505371
	Iteration 73Q: 3 clusters Score -1917533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1917533.375000 Penalty: 4772.505371
	Iteration 74Q: 3 clusters Score -1917533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1917533.375000 Penalty: 4772.505371
	Iteration 75F: 3 clusters Score -1917533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Entering Unmasked Estep 
Score: -21769192.000000 Penalty: 2985.863037
	Iteration 0F: 2 clusters Score -2.176919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -21655950.000000 Penalty: 5971.726074
	Iteration 0F: 3 clusters Score -2.165595e+07 nChanged 81069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -21703390.000000 Penalty: 5971.726074
	Iteration 1F: 3 clusters Score -2.170339e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -21704774.000000 Penalty: 5971.726074
	Iteration 2Q: 3 clusters Score -2.170477e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95341 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -21707168.000000 Penalty: 5971.726074
	Iteration 3Q: 3 clusters Score -2.170717e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -21710748.000000 Penalty: 5971.726074
	Iteration 4Q: 3 clusters Score -2.171075e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108496 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -21716310.000000 Penalty: 5971.726074
	Iteration 5F: 3 clusters Score -2.171631e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118189 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -21724722.000000 Penalty: 5971.726074
	Iteration 6F: 3 clusters Score -2.172472e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129112 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -21735092.000000 Penalty: 5971.726074
	Iteration 7F: 3 clusters Score -2.173509e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139035 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -21744738.000000 Penalty: 5971.726074
	Iteration 8F: 3 clusters Score -2.174474e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -21751782.000000 Penalty: 5971.726074
	Iteration 9F: 3 clusters Score -2.175178e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -21756322.000000 Penalty: 5971.726074
	Iteration 10Q: 3 clusters Score -2.175632e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -21759366.000000 Penalty: 5971.726074
	Iteration 11Q: 3 clusters Score -2.175937e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -21761612.000000 Penalty: 5971.726074
	Iteration 12Q: 3 clusters Score -2.176161e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161617 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -21763368.000000 Penalty: 5971.726074
	Iteration 13Q: 3 clusters Score -2.176337e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -21764622.000000 Penalty: 5971.726074
	Iteration 14Q: 3 clusters Score -2.176462e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164835 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -21765558.000000 Penalty: 5971.726074
	Iteration 15Q: 3 clusters Score -2.176556e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -21766088.000000 Penalty: 5971.726074
	Iteration 16Q: 3 clusters Score -2.176609e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166432 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21766446.000000 Penalty: 5971.726074
	Iteration 17Q: 3 clusters Score -2.176645e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21766682.000000 Penalty: 5971.726074
	Iteration 18Q: 3 clusters Score -2.176668e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167116 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21766830.000000 Penalty: 5971.726074
	Iteration 19Q: 3 clusters Score -2.176683e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21766906.000000 Penalty: 5971.726074
	Iteration 20F: 3 clusters Score -2.176691e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21766956.000000 Penalty: 5971.726074
	Iteration 21Q: 3 clusters Score -2.176696e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -21766998.000000 Penalty: 5971.726074
	Iteration 22Q: 3 clusters Score -2.1767e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167627 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21767010.000000 Penalty: 5971.726074
	Iteration 23Q: 3 clusters Score -2.176701e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21766992.000000 Penalty: 5971.726074
	Iteration 24Q: 3 clusters Score -2.176699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21767038.000000 Penalty: 5971.726074
	Iteration 25Q: 3 clusters Score -2.176704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21767054.000000 Penalty: 5971.726074
	Iteration 26Q: 3 clusters Score -2.176705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167792 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -21767068.000000 Penalty: 5971.726074
	Iteration 27Q: 3 clusters Score -2.176707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167819 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21767068.000000 Penalty: 5971.726074
	Iteration 28Q: 3 clusters Score -2.176707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -21767094.000000 Penalty: 5971.726074
	Iteration 29Q: 3 clusters Score -2.176709e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167878 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -21767124.000000 Penalty: 5971.726074
	Iteration 30Q: 3 clusters Score -2.176712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167902 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -21767110.000000 Penalty: 5971.726074
	Iteration 31Q: 3 clusters Score -2.176711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21767122.000000 Penalty: 5971.726074
	Iteration 32Q: 3 clusters Score -2.176712e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167950 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21767122.000000 Penalty: 5971.726074
	Iteration 33Q: 3 clusters Score -2.176712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167967 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21767120.000000 Penalty: 5971.726074
	Iteration 34Q: 3 clusters Score -2.176712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21767134.000000 Penalty: 5971.726074
	Iteration 35Q: 3 clusters Score -2.176713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21767154.000000 Penalty: 5971.726074
	Iteration 36Q: 3 clusters Score -2.176715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168009 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21767164.000000 Penalty: 5971.726074
	Iteration 37Q: 3 clusters Score -2.176716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168018 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21767174.000000 Penalty: 5971.726074
	Iteration 38Q: 3 clusters Score -2.176717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -21767158.000000 Penalty: 5971.726074
	Iteration 39Q: 3 clusters Score -2.176716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21767170.000000 Penalty: 5971.726074
	Iteration 40F: 3 clusters Score -2.176717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168041 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21767180.000000 Penalty: 5971.726074
	Iteration 41Q: 3 clusters Score -2.176718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21767182.000000 Penalty: 5971.726074
	Iteration 42Q: 3 clusters Score -2.176718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21767188.000000 Penalty: 5971.726074
	Iteration 43Q: 3 clusters Score -2.176719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21767188.000000 Penalty: 5971.726074
	Iteration 44Q: 3 clusters Score -2.176719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21767190.000000 Penalty: 5971.726074
	Iteration 45Q: 3 clusters Score -2.176719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -21767190.000000 Penalty: 5971.726074
	Iteration 46F: 3 clusters Score -2.176719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -217409.562500 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -217409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -214899.609375 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -214899.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215378.890625 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -215378.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -215565.453125 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -215565.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -215695.437500 Penalty: 3726.258301
	Iteration 3F: 3 clusters Score -215695.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215743.796875 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -215743.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -215768.734375 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -215768.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -215790.765625 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -215790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215803.515625 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -215803.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -215819.656250 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -215819.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -215832.968750 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -215833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -215840.171875 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -215840.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -215847.437500 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -215847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -215852.296875 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -215852.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -215856.906250 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -215856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215861.203125 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -215861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -215861.796875 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -215861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215863.062500 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -215863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215863.875000 Penalty: 3726.258301
	Iteration 17Q: 3 clusters Score -215863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215863.875000 Penalty: 3726.258301
	Iteration 18F: 3 clusters Score -215863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63724.039062 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63724.04 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64135.050781 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64135.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64421.550781 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64421.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64679.679688 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64679.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64888.714844 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -64888.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64995.410156 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64995.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65053.671875 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -65053.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65122.402344 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -65122.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65170.515625 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65170.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65185.402344 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65189.851562 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65189.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65192.640625 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65192.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65192.640625 Penalty: 3206.435791
	Iteration 12F: 3 clusters Score -65192.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -308490.031250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -308490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -305576.500000 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -305576.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -306123.906250 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -306123.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306258.843750 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -306258.8 nChanged 101
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: -306327.093750 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -306327.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -306360.968750 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -306361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -306384.343750 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -306384.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -306397.937500 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -306397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306404.812500 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -306404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -306408.625000 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -306408.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -306411.718750 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -306411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -306414.718750 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -306414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -306416.562500 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -306416.6 nChanged 5
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: -306419.500000 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -306419.5 nChanged 8
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: -306422.781250 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -306422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -306426.468750 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -306426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -306430.375000 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -306430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -306431.500000 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -306431.5 nChanged 3
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: -306433.187500 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -306433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306435.468750 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -306435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306437.062500 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -306437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -306438.156250 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -306438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -306441.843750 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -306441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -306444.562500 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -306444.6 nChanged 7
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: -306448.031250 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -306448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -306451.687500 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -306451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306455.125000 Penalty: 3872.121338
	Iteration 25Q: 3 clusters Score -306455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306458.625000 Penalty: 3872.121338
	Iteration 26Q: 3 clusters Score -306458.6 nChanged 6
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: -306461.875000 Penalty: 3872.121338
	Iteration 27Q: 3 clusters Score -306461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -306462.718750 Penalty: 3872.121338
	Iteration 28Q: 3 clusters Score -306462.7 nChanged 7
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: -306465.875000 Penalty: 3872.121338
	Iteration 29Q: 3 clusters Score -306465.9 nChanged 9
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: -306472.031250 Penalty: 3872.121338
	Iteration 30Q: 3 clusters Score -306472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306478.843750 Penalty: 3872.121338
	Iteration 31Q: 3 clusters Score -306478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -306486.343750 Penalty: 3872.121338
	Iteration 32Q: 3 clusters Score -306486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306490.156250 Penalty: 3872.121338
	Iteration 33Q: 3 clusters Score -306490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306492.593750 Penalty: 3872.121338
	Iteration 34Q: 3 clusters Score -306492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306496.031250 Penalty: 3872.121338
	Iteration 35Q: 3 clusters Score -306496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306498.031250 Penalty: 3872.121338
	Iteration 36Q: 3 clusters Score -306498 nChanged 7
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: -306500.875000 Penalty: 3872.121338
	Iteration 37Q: 3 clusters Score -306500.9 nChanged 10
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: -306506.968750 Penalty: 3872.121338
	Iteration 38Q: 3 clusters Score -306507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306510.718750 Penalty: 3872.121338
	Iteration 39Q: 3 clusters Score -306510.7 nChanged 3
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: -306512.343750 Penalty: 3872.121338
	Iteration 40F: 3 clusters Score -306512.3 nChanged 3
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: -306513.687500 Penalty: 3872.121338
	Iteration 41Q: 3 clusters Score -306513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306513.812500 Penalty: 3872.121338
	Iteration 42Q: 3 clusters Score -306513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306514.125000 Penalty: 3872.121338
	Iteration 43Q: 3 clusters Score -306514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306514.937500 Penalty: 3872.121338
	Iteration 44Q: 3 clusters Score -306514.9 nChanged 1
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: -306515.968750 Penalty: 3872.121338
	Iteration 45Q: 3 clusters Score -306516 nChanged 0
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: -306515.968750 Penalty: 3872.121338
	Iteration 46F: 3 clusters Score -306516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Entering Unmasked Estep 
Score: -21335946.000000 Penalty: 2981.530273
	Iteration 0F: 2 clusters Score -2.133595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -21224358.000000 Penalty: 5963.060547
	Iteration 0F: 3 clusters Score -2.122436e+07 nChanged 80032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -21271146.000000 Penalty: 5963.060547
	Iteration 1F: 3 clusters Score -2.127115e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -21272176.000000 Penalty: 5963.060547
	Iteration 2Q: 3 clusters Score -2.127218e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -21273830.000000 Penalty: 5963.060547
	Iteration 3Q: 3 clusters Score -2.127383e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -21276832.000000 Penalty: 5963.060547
	Iteration 4Q: 3 clusters Score -2.127683e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -21282410.000000 Penalty: 5963.060547
	Iteration 5F: 3 clusters Score -2.128241e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123695 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -21292844.000000 Penalty: 5963.060547
	Iteration 6F: 3 clusters Score -2.129284e+07 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -21307138.000000 Penalty: 5963.060547
	Iteration 7F: 3 clusters Score -2.130714e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152875 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -21321112.000000 Penalty: 5963.060547
	Iteration 8F: 3 clusters Score -2.132111e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160764 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -21328968.000000 Penalty: 5963.060547
	Iteration 9Q: 3 clusters Score -2.132897e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21332062.000000 Penalty: 5963.060547
	Iteration 10Q: 3 clusters Score -2.133206e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165021 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -21332972.000000 Penalty: 5963.060547
	Iteration 11Q: 3 clusters Score -2.133297e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21333374.000000 Penalty: 5963.060547
	Iteration 12Q: 3 clusters Score -2.133337e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21333526.000000 Penalty: 5963.060547
	Iteration 13Q: 3 clusters Score -2.133353e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21333644.000000 Penalty: 5963.060547
	Iteration 14Q: 3 clusters Score -2.133364e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21333748.000000 Penalty: 5963.060547
	Iteration 15Q: 3 clusters Score -2.133375e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21333770.000000 Penalty: 5963.060547
	Iteration 16Q: 3 clusters Score -2.133377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21333814.000000 Penalty: 5963.060547
	Iteration 17Q: 3 clusters Score -2.133381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21333848.000000 Penalty: 5963.060547
	Iteration 18Q: 3 clusters Score -2.133385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21333866.000000 Penalty: 5963.060547
	Iteration 19Q: 3 clusters Score -2.133387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333872.000000 Penalty: 5963.060547
	Iteration 20F: 3 clusters Score -2.133387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21333870.000000 Penalty: 5963.060547
	Iteration 21Q: 3 clusters Score -2.133387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21333884.000000 Penalty: 5963.060547
	Iteration 22Q: 3 clusters Score -2.133388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -21333896.000000 Penalty: 5963.060547
	Iteration 23Q: 3 clusters Score -2.13339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21333898.000000 Penalty: 5963.060547
	Iteration 24Q: 3 clusters Score -2.13339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333900.000000 Penalty: 5963.060547
	Iteration 25Q: 3 clusters Score -2.13339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333890.000000 Penalty: 5963.060547
	Iteration 26Q: 3 clusters Score -2.133389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165496 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21333906.000000 Penalty: 5963.060547
	Iteration 27Q: 3 clusters Score -2.133391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21333890.000000 Penalty: 5963.060547
	Iteration 28Q: 3 clusters Score -2.133389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21333896.000000 Penalty: 5963.060547
	Iteration 29Q: 3 clusters Score -2.13339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333892.000000 Penalty: 5963.060547
	Iteration 30Q: 3 clusters Score -2.133389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21333896.000000 Penalty: 5963.060547
	Iteration 31Q: 3 clusters Score -2.13339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333892.000000 Penalty: 5963.060547
	Iteration 32Q: 3 clusters Score -2.133389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333900.000000 Penalty: 5963.060547
	Iteration 33Q: 3 clusters Score -2.13339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333896.000000 Penalty: 5963.060547
	Iteration 34Q: 3 clusters Score -2.13339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5963.060547
	Iteration 35Q: 3 clusters Score -2.133391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5963.060547
	Iteration 36Q: 3 clusters Score -2.133391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333914.000000 Penalty: 5963.060547
	Iteration 37Q: 3 clusters Score -2.133391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333926.000000 Penalty: 5963.060547
	Iteration 38Q: 3 clusters Score -2.133393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333918.000000 Penalty: 5963.060547
	Iteration 39Q: 3 clusters Score -2.133392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333926.000000 Penalty: 5963.060547
	Iteration 40F: 3 clusters Score -2.133393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21333922.000000 Penalty: 5963.060547
	Iteration 41Q: 3 clusters Score -2.133392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333926.000000 Penalty: 5963.060547
	Iteration 42Q: 3 clusters Score -2.133393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21333924.000000 Penalty: 5963.060547
	Iteration 43Q: 3 clusters Score -2.133392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21333930.000000 Penalty: 5963.060547
	Iteration 44Q: 3 clusters Score -2.133393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21333928.000000 Penalty: 5963.060547
	Iteration 45Q: 3 clusters Score -2.133393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21333916.000000 Penalty: 5963.060547
	Iteration 46Q: 3 clusters Score -2.133392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21333916.000000 Penalty: 5963.060547
	Iteration 47F: 3 clusters Score -2.133392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -227889.031250 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -227889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -225392.656250 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -225392.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -225803.203125 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -225803.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225915.500000 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -225915.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -225981.718750 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -225981.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226019.000000 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -226019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226049.968750 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -226050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226064.875000 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -226064.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226071.296875 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -226071.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226075.453125 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -226075.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226081.015625 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -226081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226083.703125 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -226083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226084.640625 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -226084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -226086.500000 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -226086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226089.453125 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -226089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226093.281250 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -226093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226095.031250 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -226095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226095.031250 Penalty: 3721.084473
	Iteration 16F: 3 clusters Score -226095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 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 247 members 
Entering Unmasked Estep 
Score: -52714.621094 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52714.62 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52897.281250 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -52897.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52989.773438 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -52989.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53084.171875 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -53084.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53156.601562 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -53156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53235.871094 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -53235.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53366.425781 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -53366.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53582.066406 Penalty: 3092.267822
	Iteration 7F: 3 clusters Score -53582.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53960.136719 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -53960.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54563.148438 Penalty: 3092.267822
	Iteration 9F: 3 clusters Score -54563.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54738.070312 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -54738.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54791.156250 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -54791.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54839.750000 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -54839.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54898.238281 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -54898.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55007.671875 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -55007.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55065.429688 Penalty: 3092.267822
	Iteration 15Q: 3 clusters Score -55065.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55065.429688 Penalty: 3092.267822
	Iteration 16F: 3 clusters Score -55065.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169358 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166425 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 149 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 361 members 
Entering Unmasked Estep 
Score: -149699088.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149700016.000000 to -149699088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87778.445312 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87778.45 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88198.523438 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88198.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88418.445312 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88418.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88640.992188 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88640.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -88819.250000 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -88819.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88956.437500 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -88956.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -89054.695312 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -89054.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89238.703125 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89238.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89439.210938 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -89439.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89506.679688 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -89506.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89541.171875 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -89541.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89564.062500 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -89564.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89568.585938 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -89568.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89579.671875 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -89579.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89585.085938 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -89585.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89601.718750 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -89601.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89611.328125 Penalty: 3350.861328
	Iteration 16Q: 3 clusters Score -89611.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89629.148438 Penalty: 3350.861328
	Iteration 17Q: 3 clusters Score -89629.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89655.593750 Penalty: 3350.861328
	Iteration 18Q: 3 clusters Score -89655.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89683.312500 Penalty: 3350.861328
	Iteration 19Q: 3 clusters Score -89683.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89694.726562 Penalty: 3350.861328
	Iteration 20F: 3 clusters Score -89694.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169358 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166425 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 407 members 
Entering Unmasked Estep 
Score: -149698256.000000 Penalty: 72857.820312
Splitting cluster 14 changes total score from -149700016.000000 to -149698256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (16626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Entering Unmasked Estep 
Score: -2126912.500000 Penalty: 2410.243408
	Iteration 0F: 2 clusters Score -2126912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2114989.000000 Penalty: 4820.486816
	Iteration 0F: 3 clusters Score -2114989 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2118780.000000 Penalty: 4820.486816
	Iteration 1F: 3 clusters Score -2118780 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2119081.000000 Penalty: 4820.486816
	Iteration 2F: 3 clusters Score -2119081 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2119295.500000 Penalty: 4820.486816
	Iteration 3Q: 3 clusters Score -2119296 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2119485.500000 Penalty: 4820.486816
	Iteration 4Q: 3 clusters Score -2119486 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2119661.250000 Penalty: 4820.486816
	Iteration 5Q: 3 clusters Score -2119661 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2119834.000000 Penalty: 4820.486816
	Iteration 6Q: 3 clusters Score -2119834 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2120025.500000 Penalty: 4820.486816
	Iteration 7Q: 3 clusters Score -2120026 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2120255.750000 Penalty: 4820.486816
	Iteration 8Q: 3 clusters Score -2120256 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2120573.500000 Penalty: 4820.486816
	Iteration 9Q: 3 clusters Score -2120574 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2120989.000000 Penalty: 4820.486816
	Iteration 10Q: 3 clusters Score -2120989 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2121509.000000 Penalty: 4820.486816
	Iteration 11F: 3 clusters Score -2121509 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2122150.500000 Penalty: 4820.486816
	Iteration 12F: 3 clusters Score -2122150 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2122824.750000 Penalty: 4820.486816
	Iteration 13F: 3 clusters Score -2122825 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2123437.250000 Penalty: 4820.486816
	Iteration 14Q: 3 clusters Score -2123437 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2123929.000000 Penalty: 4820.486816
	Iteration 15Q: 3 clusters Score -2123929 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2124241.000000 Penalty: 4820.486816
	Iteration 16Q: 3 clusters Score -2124241 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2124452.250000 Penalty: 4820.486816
	Iteration 17Q: 3 clusters Score -2124452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2124577.000000 Penalty: 4820.486816
	Iteration 18Q: 3 clusters Score -2124577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2124654.500000 Penalty: 4820.486816
	Iteration 19Q: 3 clusters Score -2124654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2124689.250000 Penalty: 4820.486816
	Iteration 20F: 3 clusters Score -2124689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2124708.250000 Penalty: 4820.486816
	Iteration 21Q: 3 clusters Score -2124708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2124717.500000 Penalty: 4820.486816
	Iteration 22Q: 3 clusters Score -2124718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2124721.500000 Penalty: 4820.486816
	Iteration 23Q: 3 clusters Score -2124722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2124733.500000 Penalty: 4820.486816
	Iteration 24Q: 3 clusters Score -2124734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2124733.750000 Penalty: 4820.486816
	Iteration 25Q: 3 clusters Score -2124734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2124733.500000 Penalty: 4820.486816
	Iteration 26Q: 3 clusters Score -2124734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2124735.750000 Penalty: 4820.486816
	Iteration 27Q: 3 clusters Score -2124736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2124735.750000 Penalty: 4820.486816
	Iteration 28F: 3 clusters Score -2124736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182359 members 
Entering Unmasked Estep 
Score: -23457154.000000 Penalty: 3004.205566
	Iteration 0F: 2 clusters Score -2.345715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -23339202.000000 Penalty: 6008.411133
	Iteration 0F: 3 clusters Score -2.33392e+07 nChanged 87706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -23390100.000000 Penalty: 6008.411133
	Iteration 1F: 3 clusters Score -2.33901e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
Score: -23391258.000000 Penalty: 6008.411133
	Iteration 2Q: 3 clusters Score -2.339126e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -23392484.000000 Penalty: 6008.411133
	Iteration 3Q: 3 clusters Score -2.339248e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -23394202.000000 Penalty: 6008.411133
	Iteration 4Q: 3 clusters Score -2.33942e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 110252 members 
Entering Unmasked Estep 
Score: -23397530.000000 Penalty: 6008.411133
	Iteration 5Q: 3 clusters Score -2.339753e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -23402946.000000 Penalty: 6008.411133
	Iteration 6F: 3 clusters Score -2.340295e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 132089 members 
Entering Unmasked Estep 
Score: -23412008.000000 Penalty: 6008.411133
	Iteration 7F: 3 clusters Score -2.341201e+07 nChanged 14411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 146370 members 
Entering Unmasked Estep 
Score: -23424410.000000 Penalty: 6008.411133
	Iteration 8F: 3 clusters Score -2.342441e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -23436752.000000 Penalty: 6008.411133
	Iteration 9F: 3 clusters Score -2.343675e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 168915 members 
Entering Unmasked Estep 
Score: -23445456.000000 Penalty: 6008.411133
	Iteration 10F: 3 clusters Score -2.344546e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -23450118.000000 Penalty: 6008.411133
	Iteration 11Q: 3 clusters Score -2.345012e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 177543 members 
Entering Unmasked Estep 
Score: -23452362.000000 Penalty: 6008.411133
	Iteration 12Q: 3 clusters Score -2.345236e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 179135 members 
Entering Unmasked Estep 
Score: -23453540.000000 Penalty: 6008.411133
	Iteration 13Q: 3 clusters Score -2.345354e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -23454200.000000 Penalty: 6008.411133
	Iteration 14Q: 3 clusters Score -2.34542e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 180575 members 
Entering Unmasked Estep 
Score: -23454494.000000 Penalty: 6008.411133
	Iteration 15Q: 3 clusters Score -2.345449e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 180865 members 
Entering Unmasked Estep 
Score: -23454622.000000 Penalty: 6008.411133
	Iteration 16Q: 3 clusters Score -2.345462e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -23454658.000000 Penalty: 6008.411133
	Iteration 17Q: 3 clusters Score -2.345466e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 181178 members 
Entering Unmasked Estep 
Score: -23454732.000000 Penalty: 6008.411133
	Iteration 18Q: 3 clusters Score -2.345473e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 181271 members 
Entering Unmasked Estep 
Score: -23454778.000000 Penalty: 6008.411133
	Iteration 19Q: 3 clusters Score -2.345478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 181324 members 
Entering Unmasked Estep 
Score: -23454792.000000 Penalty: 6008.411133
	Iteration 20F: 3 clusters Score -2.345479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 181354 members 
Entering Unmasked Estep 
Score: -23454820.000000 Penalty: 6008.411133
	Iteration 21Q: 3 clusters Score -2.345482e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 181380 members 
Entering Unmasked Estep 
Score: -23454844.000000 Penalty: 6008.411133
	Iteration 22Q: 3 clusters Score -2.345484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 181406 members 
Entering Unmasked Estep 
Score: -23454870.000000 Penalty: 6008.411133
	Iteration 23Q: 3 clusters Score -2.345487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 181429 members 
Entering Unmasked Estep 
Score: -23454878.000000 Penalty: 6008.411133
	Iteration 24Q: 3 clusters Score -2.345488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -23454876.000000 Penalty: 6008.411133
	Iteration 25Q: 3 clusters Score -2.345488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 181468 members 
Entering Unmasked Estep 
Score: -23454888.000000 Penalty: 6008.411133
	Iteration 26Q: 3 clusters Score -2.345489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 181480 members 
Entering Unmasked Estep 
Score: -23454888.000000 Penalty: 6008.411133
	Iteration 27Q: 3 clusters Score -2.345489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 181485 members 
Entering Unmasked Estep 
Score: -23454880.000000 Penalty: 6008.411133
	Iteration 28Q: 3 clusters Score -2.345488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 181488 members 
Entering Unmasked Estep 
Score: -23454878.000000 Penalty: 6008.411133
	Iteration 29Q: 3 clusters Score -2.345488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 181492 members 
Entering Unmasked Estep 
Score: -23454900.000000 Penalty: 6008.411133
	Iteration 30Q: 3 clusters Score -2.34549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 181494 members 
Entering Unmasked Estep 
Score: -23454884.000000 Penalty: 6008.411133
	Iteration 31Q: 3 clusters Score -2.345488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 181498 members 
Entering Unmasked Estep 
Score: -23454894.000000 Penalty: 6008.411133
	Iteration 32Q: 3 clusters Score -2.345489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 181497 members 
Entering Unmasked Estep 
Score: -23454890.000000 Penalty: 6008.411133
	Iteration 33Q: 3 clusters Score -2.345489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 181499 members 
Entering Unmasked Estep 
Score: -23454858.000000 Penalty: 6008.411133
	Iteration 34Q: 3 clusters Score -2.345486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 181499 members 
Entering Unmasked Estep 
Score: -23454858.000000 Penalty: 6008.411133
	Iteration 35F: 3 clusters Score -2.345486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 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 323 members 
Entering Unmasked Estep 
Score: -73895.773438 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73895.77 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74191.281250 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74191.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74390.843750 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74390.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74523.679688 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -74523.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74591.718750 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -74591.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74661.492188 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74661.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74730.132812 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74730.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -74774.617188 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74774.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -74821.835938 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74821.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -74880.406250 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74880.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -74941.289062 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74941.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74978.554688 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74978.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -75001.242188 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -75001.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -75009.187500 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -75009.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -75014.382812 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -75014.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -75016.617188 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -75016.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -75016.617188 Penalty: 3217.891357
	Iteration 16F: 3 clusters Score -75016.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201476 members 
Entering Unmasked Estep 
Score: -25775930.000000 Penalty: 3028.929443
	Iteration 0F: 2 clusters Score -2.577593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -25645222.000000 Penalty: 6057.858887
	Iteration 0F: 3 clusters Score -2.564522e+07 nChanged 96609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -25701180.000000 Penalty: 6057.858887
	Iteration 1F: 3 clusters Score -2.570118e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -25701888.000000 Penalty: 6057.858887
	Iteration 2Q: 3 clusters Score -2.570189e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 102676 members 
Entering Unmasked Estep 
Score: -25702844.000000 Penalty: 6057.858887
	Iteration 3Q: 3 clusters Score -2.570284e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 104178 members 
Entering Unmasked Estep 
Score: -25703986.000000 Penalty: 6057.858887
	Iteration 4Q: 3 clusters Score -2.570399e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 106482 members 
Entering Unmasked Estep 
Score: -25705096.000000 Penalty: 6057.858887
	Iteration 5Q: 3 clusters Score -2.57051e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -25706804.000000 Penalty: 6057.858887
	Iteration 6Q: 3 clusters Score -2.57068e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -25709968.000000 Penalty: 6057.858887
	Iteration 7Q: 3 clusters Score -2.570997e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 122788 members 
Entering Unmasked Estep 
Score: -25714668.000000 Penalty: 6057.858887
	Iteration 8Q: 3 clusters Score -2.571467e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 132541 members 
Entering Unmasked Estep 
Score: -25722860.000000 Penalty: 6057.858887
	Iteration 9F: 3 clusters Score -2.572286e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 143607 members 
Entering Unmasked Estep 
Score: -25733886.000000 Penalty: 6057.858887
	Iteration 10F: 3 clusters Score -2.573389e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -25744890.000000 Penalty: 6057.858887
	Iteration 11F: 3 clusters Score -2.574489e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -25752486.000000 Penalty: 6057.858887
	Iteration 12Q: 3 clusters Score -2.575249e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -25756752.000000 Penalty: 6057.858887
	Iteration 13Q: 3 clusters Score -2.575675e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -25759358.000000 Penalty: 6057.858887
	Iteration 14Q: 3 clusters Score -2.575936e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 173914 members 
Entering Unmasked Estep 
Score: -25761418.000000 Penalty: 6057.858887
	Iteration 15Q: 3 clusters Score -2.576142e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -25763278.000000 Penalty: 6057.858887
	Iteration 16Q: 3 clusters Score -2.576328e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 181131 members 
Entering Unmasked Estep 
Score: -25764906.000000 Penalty: 6057.858887
	Iteration 17Q: 3 clusters Score -2.576491e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 184366 members 
Entering Unmasked Estep 
Score: -25766198.000000 Penalty: 6057.858887
	Iteration 18Q: 3 clusters Score -2.57662e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 187377 members 
Entering Unmasked Estep 
Score: -25767488.000000 Penalty: 6057.858887
	Iteration 19Q: 3 clusters Score -2.576749e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 190144 members 
Entering Unmasked Estep 
Score: -25768606.000000 Penalty: 6057.858887
	Iteration 20F: 3 clusters Score -2.576861e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 192558 members 
Entering Unmasked Estep 
Score: -25769718.000000 Penalty: 6057.858887
	Iteration 21Q: 3 clusters Score -2.576972e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 194544 members 
Entering Unmasked Estep 
Score: -25770592.000000 Penalty: 6057.858887
	Iteration 22Q: 3 clusters Score -2.577059e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 196155 members 
Entering Unmasked Estep 
Score: -25771360.000000 Penalty: 6057.858887
	Iteration 23Q: 3 clusters Score -2.577136e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 197419 members 
Entering Unmasked Estep 
Score: -25771996.000000 Penalty: 6057.858887
	Iteration 24Q: 3 clusters Score -2.5772e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 198388 members 
Entering Unmasked Estep 
Score: -25772336.000000 Penalty: 6057.858887
	Iteration 25Q: 3 clusters Score -2.577234e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 199100 members 
Entering Unmasked Estep 
Score: -25772652.000000 Penalty: 6057.858887
	Iteration 26Q: 3 clusters Score -2.577265e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 199596 members 
Entering Unmasked Estep 
Score: -25772942.000000 Penalty: 6057.858887
	Iteration 27Q: 3 clusters Score -2.577294e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 199931 members 
Entering Unmasked Estep 
Score: -25773068.000000 Penalty: 6057.858887
	Iteration 28Q: 3 clusters Score -2.577307e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 200153 members 
Entering Unmasked Estep 
Score: -25773156.000000 Penalty: 6057.858887
	Iteration 29Q: 3 clusters Score -2.577316e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 200312 members 
Entering Unmasked Estep 
Score: -25773224.000000 Penalty: 6057.858887
	Iteration 30Q: 3 clusters Score -2.577322e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 200417 members 
Entering Unmasked Estep 
Score: -25773282.000000 Penalty: 6057.858887
	Iteration 31Q: 3 clusters Score -2.577328e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 200488 members 
Entering Unmasked Estep 
Score: -25773304.000000 Penalty: 6057.858887
	Iteration 32Q: 3 clusters Score -2.57733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 200540 members 
Entering Unmasked Estep 
Score: -25773334.000000 Penalty: 6057.858887
	Iteration 33Q: 3 clusters Score -2.577333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 200586 members 
Entering Unmasked Estep 
Score: -25773348.000000 Penalty: 6057.858887
	Iteration 34Q: 3 clusters Score -2.577335e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 200623 members 
Entering Unmasked Estep 
Score: -25773392.000000 Penalty: 6057.858887
	Iteration 35Q: 3 clusters Score -2.577339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 200655 members 
Entering Unmasked Estep 
Score: -25773396.000000 Penalty: 6057.858887
	Iteration 36Q: 3 clusters Score -2.57734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 200674 members 
Entering Unmasked Estep 
Score: -25773402.000000 Penalty: 6057.858887
	Iteration 37Q: 3 clusters Score -2.57734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 200691 members 
Entering Unmasked Estep 
Score: -25773428.000000 Penalty: 6057.858887
	Iteration 38Q: 3 clusters Score -2.577343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 200698 members 
Entering Unmasked Estep 
Score: -25773446.000000 Penalty: 6057.858887
	Iteration 39Q: 3 clusters Score -2.577345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 200709 members 
Entering Unmasked Estep 
Score: -25773460.000000 Penalty: 6057.858887
	Iteration 40F: 3 clusters Score -2.577346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 200716 members 
Entering Unmasked Estep 
Score: -25773450.000000 Penalty: 6057.858887
	Iteration 41Q: 3 clusters Score -2.577345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 200722 members 
Entering Unmasked Estep 
Score: -25773456.000000 Penalty: 6057.858887
	Iteration 42Q: 3 clusters Score -2.577346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 200730 members 
Entering Unmasked Estep 
Score: -25773476.000000 Penalty: 6057.858887
	Iteration 43Q: 3 clusters Score -2.577348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 200733 members 
Entering Unmasked Estep 
Score: -25773472.000000 Penalty: 6057.858887
	Iteration 44Q: 3 clusters Score -2.577347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 200734 members 
Entering Unmasked Estep 
Score: -25773478.000000 Penalty: 6057.858887
	Iteration 45Q: 3 clusters Score -2.577348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 200736 members 
Entering Unmasked Estep 
Score: -25773490.000000 Penalty: 6057.858887
	Iteration 46Q: 3 clusters Score -2.577349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 200738 members 
Entering Unmasked Estep 
Score: -25773472.000000 Penalty: 6057.858887
	Iteration 47Q: 3 clusters Score -2.577347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 200741 members 
Entering Unmasked Estep 
Score: -25773478.000000 Penalty: 6057.858887
	Iteration 48Q: 3 clusters Score -2.577348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200745 members 
Entering Unmasked Estep 
Score: -25773478.000000 Penalty: 6057.858887
	Iteration 49Q: 3 clusters Score -2.577348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 200743 members 
Entering Unmasked Estep 
Score: -25773486.000000 Penalty: 6057.858887
	Iteration 50Q: 3 clusters Score -2.577349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 200744 members 
Entering Unmasked Estep 
Score: -25773496.000000 Penalty: 6057.858887
	Iteration 51Q: 3 clusters Score -2.57735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 200745 members 
Entering Unmasked Estep 
Score: -25773486.000000 Penalty: 6057.858887
	Iteration 52Q: 3 clusters Score -2.577349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 200746 members 
Entering Unmasked Estep 
Score: -25773484.000000 Penalty: 6057.858887
	Iteration 53Q: 3 clusters Score -2.577348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 200747 members 
Entering Unmasked Estep 
Score: -25773480.000000 Penalty: 6057.858887
	Iteration 54Q: 3 clusters Score -2.577348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 200748 members 
Entering Unmasked Estep 
Score: -25773492.000000 Penalty: 6057.858887
	Iteration 55Q: 3 clusters Score -2.577349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 200748 members 
Entering Unmasked Estep 
Score: -25773492.000000 Penalty: 6057.858887
	Iteration 56F: 3 clusters Score -2.577349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121788 members 
Entering Unmasked Estep 
Score: -15661885.000000 Penalty: 2904.089355
	Iteration 0F: 2 clusters Score -1.566188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -15580758.000000 Penalty: 5808.178711
	Iteration 0F: 3 clusters Score -1.558076e+07 nChanged 57752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -15614174.000000 Penalty: 5808.178711
	Iteration 1F: 3 clusters Score -1.561417e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -15615168.000000 Penalty: 5808.178711
	Iteration 2Q: 3 clusters Score -1.561517e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -15616780.000000 Penalty: 5808.178711
	Iteration 3Q: 3 clusters Score -1.561678e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -15618927.000000 Penalty: 5808.178711
	Iteration 4Q: 3 clusters Score -1.561893e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -15622366.000000 Penalty: 5808.178711
	Iteration 5F: 3 clusters Score -1.562237e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -15627858.000000 Penalty: 5808.178711
	Iteration 6F: 3 clusters Score -1.562786e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -15635275.000000 Penalty: 5808.178711
	Iteration 7F: 3 clusters Score -1.563528e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -15642544.000000 Penalty: 5808.178711
	Iteration 8F: 3 clusters Score -1.564254e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -15647556.000000 Penalty: 5808.178711
	Iteration 9F: 3 clusters Score -1.564756e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -15650064.000000 Penalty: 5808.178711
	Iteration 10Q: 3 clusters Score -1.565006e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 97930 members 
Entering Unmasked Estep 
Score: -15651465.000000 Penalty: 5808.178711
	Iteration 11Q: 3 clusters Score -1.565146e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -15652459.000000 Penalty: 5808.178711
	Iteration 12Q: 3 clusters Score -1.565246e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -15653422.000000 Penalty: 5808.178711
	Iteration 13Q: 3 clusters Score -1.565342e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -15654110.000000 Penalty: 5808.178711
	Iteration 14Q: 3 clusters Score -1.565411e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -15654929.000000 Penalty: 5808.178711
	Iteration 15Q: 3 clusters Score -1.565493e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -15655596.000000 Penalty: 5808.178711
	Iteration 16Q: 3 clusters Score -1.56556e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -15656146.000000 Penalty: 5808.178711
	Iteration 17Q: 3 clusters Score -1.565615e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -15656669.000000 Penalty: 5808.178711
	Iteration 18Q: 3 clusters Score -1.565667e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -15657125.000000 Penalty: 5808.178711
	Iteration 19Q: 3 clusters Score -1.565712e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 112069 members 
Entering Unmasked Estep 
Score: -15657532.000000 Penalty: 5808.178711
	Iteration 20F: 3 clusters Score -1.565753e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 113002 members 
Entering Unmasked Estep 
Score: -15657834.000000 Penalty: 5808.178711
	Iteration 21Q: 3 clusters Score -1.565783e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -15658116.000000 Penalty: 5808.178711
	Iteration 22Q: 3 clusters Score -1.565812e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -15658421.000000 Penalty: 5808.178711
	Iteration 23Q: 3 clusters Score -1.565842e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -15658604.000000 Penalty: 5808.178711
	Iteration 24Q: 3 clusters Score -1.56586e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -15658774.000000 Penalty: 5808.178711
	Iteration 25Q: 3 clusters Score -1.565877e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -15658937.000000 Penalty: 5808.178711
	Iteration 26Q: 3 clusters Score -1.565894e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -15659056.000000 Penalty: 5808.178711
	Iteration 27Q: 3 clusters Score -1.565906e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 117017 members 
Entering Unmasked Estep 
Score: -15659138.000000 Penalty: 5808.178711
	Iteration 28Q: 3 clusters Score -1.565914e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -15659282.000000 Penalty: 5808.178711
	Iteration 29Q: 3 clusters Score -1.565928e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 117669 members 
Entering Unmasked Estep 
Score: -15659363.000000 Penalty: 5808.178711
	Iteration 30Q: 3 clusters Score -1.565936e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -15659377.000000 Penalty: 5808.178711
	Iteration 31Q: 3 clusters Score -1.565938e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -15659373.000000 Penalty: 5808.178711
	Iteration 32Q: 3 clusters Score -1.565937e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -15659467.000000 Penalty: 5808.178711
	Iteration 33Q: 3 clusters Score -1.565947e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -15659515.000000 Penalty: 5808.178711
	Iteration 34Q: 3 clusters Score -1.565952e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -15659546.000000 Penalty: 5808.178711
	Iteration 35Q: 3 clusters Score -1.565955e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 118782 members 
Entering Unmasked Estep 
Score: -15659592.000000 Penalty: 5808.178711
	Iteration 36Q: 3 clusters Score -1.565959e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 118890 members 
Entering Unmasked Estep 
Score: -15659593.000000 Penalty: 5808.178711
	Iteration 37Q: 3 clusters Score -1.565959e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 119002 members 
Entering Unmasked Estep 
Score: -15659610.000000 Penalty: 5808.178711
	Iteration 38Q: 3 clusters Score -1.565961e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 119102 members 
Entering Unmasked Estep 
Score: -15659665.000000 Penalty: 5808.178711
	Iteration 39Q: 3 clusters Score -1.565966e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
Score: -15659687.000000 Penalty: 5808.178711
	Iteration 40F: 3 clusters Score -1.565969e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -15659722.000000 Penalty: 5808.178711
	Iteration 41Q: 3 clusters Score -1.565972e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -15659726.000000 Penalty: 5808.178711
	Iteration 42Q: 3 clusters Score -1.565973e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -15659738.000000 Penalty: 5808.178711
	Iteration 43Q: 3 clusters Score -1.565974e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 119518 members 
Entering Unmasked Estep 
Score: -15659755.000000 Penalty: 5808.178711
	Iteration 44Q: 3 clusters Score -1.565976e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -15659745.000000 Penalty: 5808.178711
	Iteration 45Q: 3 clusters Score -1.565974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 119640 members 
Entering Unmasked Estep 
Score: -15659760.000000 Penalty: 5808.178711
	Iteration 46Q: 3 clusters Score -1.565976e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 119698 members 
Entering Unmasked Estep 
Score: -15659775.000000 Penalty: 5808.178711
	Iteration 47Q: 3 clusters Score -1.565978e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -15659756.000000 Penalty: 5808.178711
	Iteration 48Q: 3 clusters Score -1.565976e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -15659778.000000 Penalty: 5808.178711
	Iteration 49Q: 3 clusters Score -1.565978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 119826 members 
Entering Unmasked Estep 
Score: -15659763.000000 Penalty: 5808.178711
	Iteration 50Q: 3 clusters Score -1.565976e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 119856 members 
Entering Unmasked Estep 
Score: -15659791.000000 Penalty: 5808.178711
	Iteration 51Q: 3 clusters Score -1.565979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 119876 members 
Entering Unmasked Estep 
Score: -15659798.000000 Penalty: 5808.178711
	Iteration 52Q: 3 clusters Score -1.56598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -15659809.000000 Penalty: 5808.178711
	Iteration 53Q: 3 clusters Score -1.565981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -15659796.000000 Penalty: 5808.178711
	Iteration 54Q: 3 clusters Score -1.56598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -15659811.000000 Penalty: 5808.178711
	Iteration 55Q: 3 clusters Score -1.565981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 119945 members 
Entering Unmasked Estep 
Score: -15659828.000000 Penalty: 5808.178711
	Iteration 56Q: 3 clusters Score -1.565983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -15659817.000000 Penalty: 5808.178711
	Iteration 57Q: 3 clusters Score -1.565982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -15659808.000000 Penalty: 5808.178711
	Iteration 58Q: 3 clusters Score -1.565981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 119972 members 
Entering Unmasked Estep 
Score: -15659816.000000 Penalty: 5808.178711
	Iteration 59Q: 3 clusters Score -1.565982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -15659814.000000 Penalty: 5808.178711
	Iteration 60F: 3 clusters Score -1.565981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -15659821.000000 Penalty: 5808.178711
	Iteration 61Q: 3 clusters Score -1.565982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -15659817.000000 Penalty: 5808.178711
	Iteration 62Q: 3 clusters Score -1.565982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -15659817.000000 Penalty: 5808.178711
	Iteration 63F: 3 clusters Score -1.565982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Entering Unmasked Estep 
Score: -2517084.000000 Penalty: 2450.699951
	Iteration 0F: 2 clusters Score -2517084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2503205.250000 Penalty: 4901.399902
	Iteration 0F: 3 clusters Score -2503205 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2507635.750000 Penalty: 4901.399902
	Iteration 1F: 3 clusters Score -2507636 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2507941.750000 Penalty: 4901.399902
	Iteration 2F: 3 clusters Score -2507942 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2508180.750000 Penalty: 4901.399902
	Iteration 3Q: 3 clusters Score -2508181 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2508365.000000 Penalty: 4901.399902
	Iteration 4Q: 3 clusters Score -2508365 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2508516.000000 Penalty: 4901.399902
	Iteration 5Q: 3 clusters Score -2508516 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2508655.750000 Penalty: 4901.399902
	Iteration 6Q: 3 clusters Score -2508656 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2508776.250000 Penalty: 4901.399902
	Iteration 7Q: 3 clusters Score -2508776 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2508925.250000 Penalty: 4901.399902
	Iteration 8Q: 3 clusters Score -2508925 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2509057.000000 Penalty: 4901.399902
	Iteration 9Q: 3 clusters Score -2509057 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2509251.250000 Penalty: 4901.399902
	Iteration 10Q: 3 clusters Score -2509251 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2509514.000000 Penalty: 4901.399902
	Iteration 11Q: 3 clusters Score -2509514 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2509928.500000 Penalty: 4901.399902
	Iteration 12Q: 3 clusters Score -2509928 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2510571.500000 Penalty: 4901.399902
	Iteration 13F: 3 clusters Score -2510572 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2511427.500000 Penalty: 4901.399902
	Iteration 14F: 3 clusters Score -2511428 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2512398.000000 Penalty: 4901.399902
	Iteration 15F: 3 clusters Score -2512398 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2513322.750000 Penalty: 4901.399902
	Iteration 16F: 3 clusters Score -2513323 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2514007.250000 Penalty: 4901.399902
	Iteration 17Q: 3 clusters Score -2514007 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2514422.750000 Penalty: 4901.399902
	Iteration 18Q: 3 clusters Score -2514423 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2514654.000000 Penalty: 4901.399902
	Iteration 19Q: 3 clusters Score -2514654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2514764.000000 Penalty: 4901.399902
	Iteration 20F: 3 clusters Score -2514764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2514814.500000 Penalty: 4901.399902
	Iteration 21Q: 3 clusters Score -2514814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2514842.750000 Penalty: 4901.399902
	Iteration 22Q: 3 clusters Score -2514843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2514860.250000 Penalty: 4901.399902
	Iteration 23Q: 3 clusters Score -2514860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2514877.500000 Penalty: 4901.399902
	Iteration 24Q: 3 clusters Score -2514878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2514899.750000 Penalty: 4901.399902
	Iteration 25Q: 3 clusters Score -2514900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2514915.750000 Penalty: 4901.399902
	Iteration 26Q: 3 clusters Score -2514916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2514920.750000 Penalty: 4901.399902
	Iteration 27Q: 3 clusters Score -2514921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2514924.000000 Penalty: 4901.399902
	Iteration 28Q: 3 clusters Score -2514924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2514922.750000 Penalty: 4901.399902
	Iteration 29Q: 3 clusters Score -2514923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2514925.500000 Penalty: 4901.399902
	Iteration 30Q: 3 clusters Score -2514926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2514925.000000 Penalty: 4901.399902
	Iteration 31Q: 3 clusters Score -2514925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2514925.000000 Penalty: 4901.399902
	Iteration 32F: 3 clusters Score -2514925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169358 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166425 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 359Q: 21 clusters Score -1.497001e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169358 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166424 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201477 members 
Mstep: Class 19 contains 121788 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700080.000000 Penalty: 69388.398438
Iteration 360F: 21 clusters Score -1.497001e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166423 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 361Q: 21 clusters Score -1.497001e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166423 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 69388.398438
Iteration 362F: 21 clusters Score -1.497001e+08 nChanged 0
Entering ConstructFrom: 
Score: -149700064.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (168815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Entering Unmasked Estep 
Score: -21695696.000000 Penalty: 2985.066650
	Iteration 0F: 2 clusters Score -2.16957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -21583296.000000 Penalty: 5970.133301
	Iteration 0F: 3 clusters Score -2.15833e+07 nChanged 81023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -21630786.000000 Penalty: 5970.133301
	Iteration 1F: 3 clusters Score -2.163079e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -21631944.000000 Penalty: 5970.133301
	Iteration 2Q: 3 clusters Score -2.163194e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -21633492.000000 Penalty: 5970.133301
	Iteration 3Q: 3 clusters Score -2.163349e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -21635650.000000 Penalty: 5970.133301
	Iteration 4Q: 3 clusters Score -2.163565e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -21639354.000000 Penalty: 5970.133301
	Iteration 5Q: 3 clusters Score -2.163935e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -21645888.000000 Penalty: 5970.133301
	Iteration 6F: 3 clusters Score -2.164589e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 117707 members 
Entering Unmasked Estep 
Score: -21655636.000000 Penalty: 5970.133301
	Iteration 7F: 3 clusters Score -2.165564e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -21667130.000000 Penalty: 5970.133301
	Iteration 8F: 3 clusters Score -2.166713e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 135243 members 
Entering Unmasked Estep 
Score: -21676540.000000 Penalty: 5970.133301
	Iteration 9F: 3 clusters Score -2.167654e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 139700 members 
Entering Unmasked Estep 
Score: -21681532.000000 Penalty: 5970.133301
	Iteration 10Q: 3 clusters Score -2.168153e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 142595 members 
Entering Unmasked Estep 
Score: -21683672.000000 Penalty: 5970.133301
	Iteration 11Q: 3 clusters Score -2.168367e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -21685254.000000 Penalty: 5970.133301
	Iteration 12Q: 3 clusters Score -2.168525e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 147355 members 
Entering Unmasked Estep 
Score: -21686478.000000 Penalty: 5970.133301
	Iteration 13Q: 3 clusters Score -2.168648e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 149384 members 
Entering Unmasked Estep 
Score: -21687506.000000 Penalty: 5970.133301
	Iteration 14Q: 3 clusters Score -2.168751e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -21688284.000000 Penalty: 5970.133301
	Iteration 15Q: 3 clusters Score -2.168828e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 152841 members 
Entering Unmasked Estep 
Score: -21688864.000000 Penalty: 5970.133301
	Iteration 16Q: 3 clusters Score -2.168886e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 154319 members 
Entering Unmasked Estep 
Score: -21689462.000000 Penalty: 5970.133301
	Iteration 17Q: 3 clusters Score -2.168946e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -21690034.000000 Penalty: 5970.133301
	Iteration 18Q: 3 clusters Score -2.169003e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -21690456.000000 Penalty: 5970.133301
	Iteration 19Q: 3 clusters Score -2.169046e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -21690868.000000 Penalty: 5970.133301
	Iteration 20F: 3 clusters Score -2.169087e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 158952 members 
Entering Unmasked Estep 
Score: -21691246.000000 Penalty: 5970.133301
	Iteration 21Q: 3 clusters Score -2.169125e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -21691588.000000 Penalty: 5970.133301
	Iteration 22Q: 3 clusters Score -2.169159e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 160738 members 
Entering Unmasked Estep 
Score: -21691868.000000 Penalty: 5970.133301
	Iteration 23Q: 3 clusters Score -2.169187e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 161459 members 
Entering Unmasked Estep 
Score: -21692012.000000 Penalty: 5970.133301
	Iteration 24Q: 3 clusters Score -2.169201e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -21692268.000000 Penalty: 5970.133301
	Iteration 25Q: 3 clusters Score -2.169227e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -21692308.000000 Penalty: 5970.133301
	Iteration 26Q: 3 clusters Score -2.169231e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -21692500.000000 Penalty: 5970.133301
	Iteration 27Q: 3 clusters Score -2.16925e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 163630 members 
Entering Unmasked Estep 
Score: -21692646.000000 Penalty: 5970.133301
	Iteration 28Q: 3 clusters Score -2.169265e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -21692660.000000 Penalty: 5970.133301
	Iteration 29Q: 3 clusters Score -2.169266e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -21692848.000000 Penalty: 5970.133301
	Iteration 30Q: 3 clusters Score -2.169285e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 164705 members 
Entering Unmasked Estep 
Score: -21692936.000000 Penalty: 5970.133301
	Iteration 31Q: 3 clusters Score -2.169294e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -21692974.000000 Penalty: 5970.133301
	Iteration 32Q: 3 clusters Score -2.169297e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -21693064.000000 Penalty: 5970.133301
	Iteration 33Q: 3 clusters Score -2.169306e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -21693180.000000 Penalty: 5970.133301
	Iteration 34Q: 3 clusters Score -2.169318e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -21693230.000000 Penalty: 5970.133301
	Iteration 35Q: 3 clusters Score -2.169323e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -21693276.000000 Penalty: 5970.133301
	Iteration 36Q: 3 clusters Score -2.169328e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 166101 members 
Entering Unmasked Estep 
Score: -21693296.000000 Penalty: 5970.133301
	Iteration 37Q: 3 clusters Score -2.16933e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -21693328.000000 Penalty: 5970.133301
	Iteration 38Q: 3 clusters Score -2.169333e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 166354 members 
Entering Unmasked Estep 
Score: -21693348.000000 Penalty: 5970.133301
	Iteration 39Q: 3 clusters Score -2.169335e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -21693410.000000 Penalty: 5970.133301
	Iteration 40F: 3 clusters Score -2.169341e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 166541 members 
Entering Unmasked Estep 
Score: -21693448.000000 Penalty: 5970.133301
	Iteration 41Q: 3 clusters Score -2.169345e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 166622 members 
Entering Unmasked Estep 
Score: -21693436.000000 Penalty: 5970.133301
	Iteration 42Q: 3 clusters Score -2.169344e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -21693432.000000 Penalty: 5970.133301
	Iteration 43Q: 3 clusters Score -2.169343e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -21693432.000000 Penalty: 5970.133301
	Iteration 44Q: 3 clusters Score -2.169343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -21693432.000000 Penalty: 5970.133301
	Iteration 45Q: 3 clusters Score -2.169343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 166836 members 
Entering Unmasked Estep 
Score: -21693444.000000 Penalty: 5970.133301
	Iteration 46Q: 3 clusters Score -2.169344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -21693442.000000 Penalty: 5970.133301
	Iteration 47Q: 3 clusters Score -2.169344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 166891 members 
Entering Unmasked Estep 
Score: -21693436.000000 Penalty: 5970.133301
	Iteration 48Q: 3 clusters Score -2.169344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -21693438.000000 Penalty: 5970.133301
	Iteration 49Q: 3 clusters Score -2.169344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 166917 members 
Entering Unmasked Estep 
Score: -21693430.000000 Penalty: 5970.133301
	Iteration 50Q: 3 clusters Score -2.169343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -21693436.000000 Penalty: 5970.133301
	Iteration 51Q: 3 clusters Score -2.169344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -21693468.000000 Penalty: 5970.133301
	Iteration 52Q: 3 clusters Score -2.169347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 166951 members 
Entering Unmasked Estep 
Score: -21693462.000000 Penalty: 5970.133301
	Iteration 53Q: 3 clusters Score -2.169346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 166956 members 
Entering Unmasked Estep 
Score: -21693464.000000 Penalty: 5970.133301
	Iteration 54Q: 3 clusters Score -2.169346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -21693464.000000 Penalty: 5970.133301
	Iteration 55Q: 3 clusters Score -2.169346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -21693464.000000 Penalty: 5970.133301
	Iteration 56F: 3 clusters Score -2.169346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -659819.687500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -659819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -655049.437500 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -655049.4 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -656212.875000 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -656212.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -656521.875000 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -656521.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -656798.812500 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -656798.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -657056.000000 Penalty: 4262.884277
	Iteration 4F: 3 clusters Score -657056 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -657276.875000 Penalty: 4262.884277
	Iteration 5F: 3 clusters Score -657276.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -657465.687500 Penalty: 4262.884277
	Iteration 6F: 3 clusters Score -657465.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -657649.937500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -657649.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -657793.062500 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -657793.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -657900.000000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -657900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -657980.312500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -657980.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -658047.500000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -658047.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -658110.437500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -658110.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -658158.562500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -658158.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -658195.875000 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -658195.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -658234.937500 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -658234.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -658263.687500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -658263.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -658291.062500 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -658291.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -658316.562500 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -658316.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -658338.875000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -658338.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -658350.250000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -658350.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -658360.625000 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -658360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -658373.250000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -658373.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -658388.875000 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -658388.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -658403.062500 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -658403.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -658417.000000 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -658417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -658427.500000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -658427.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -658430.875000 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -658430.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -658436.562500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -658436.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -658443.875000 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -658443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -658448.312500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -658448.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -658452.500000 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -658452.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -658458.687500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -658458.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -658462.875000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -658462.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -658472.437500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -658472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -658479.375000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -658479.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -658486.625000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -658486.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -658493.437500 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -658493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -658497.125000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -658497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -658500.562500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -658500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -658504.187500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -658504.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -658506.437500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -658506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -658506.312500 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -658506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -658506.312500 Penalty: 4262.884277
	Iteration 43F: 3 clusters Score -658506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Entering Unmasked Estep 
Score: -7688063.500000 Penalty: 2735.003174
	Iteration 0F: 2 clusters Score -7688064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -7646838.500000 Penalty: 5470.006348
	Iteration 0F: 3 clusters Score -7646838 nChanged 28540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -7662508.500000 Penalty: 5470.006348
	Iteration 1F: 3 clusters Score -7662508 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7662987.500000 Penalty: 5470.006348
	Iteration 2Q: 3 clusters Score -7662988 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7663461.500000 Penalty: 5470.006348
	Iteration 3Q: 3 clusters Score -7663462 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -7663953.000000 Penalty: 5470.006348
	Iteration 4Q: 3 clusters Score -7663953 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -7664573.500000 Penalty: 5470.006348
	Iteration 5Q: 3 clusters Score -7664574 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -7665528.000000 Penalty: 5470.006348
	Iteration 6Q: 3 clusters Score -7665528 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -7667235.500000 Penalty: 5470.006348
	Iteration 7F: 3 clusters Score -7667236 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -7670194.000000 Penalty: 5470.006348
	Iteration 8F: 3 clusters Score -7670194 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -7674645.000000 Penalty: 5470.006348
	Iteration 9F: 3 clusters Score -7674645 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -7679738.500000 Penalty: 5470.006348
	Iteration 10F: 3 clusters Score -7679738 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -7683251.000000 Penalty: 5470.006348
	Iteration 11F: 3 clusters Score -7683251 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7684792.000000 Penalty: 5470.006348
	Iteration 12Q: 3 clusters Score -7684792 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -7685300.500000 Penalty: 5470.006348
	Iteration 13Q: 3 clusters Score -7685300 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -7685501.000000 Penalty: 5470.006348
	Iteration 14Q: 3 clusters Score -7685501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -7685562.000000 Penalty: 5470.006348
	Iteration 15Q: 3 clusters Score -7685562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -7685611.500000 Penalty: 5470.006348
	Iteration 16Q: 3 clusters Score -7685612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -7685614.000000 Penalty: 5470.006348
	Iteration 17Q: 3 clusters Score -7685614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -7685629.500000 Penalty: 5470.006348
	Iteration 18Q: 3 clusters Score -7685630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -7685631.500000 Penalty: 5470.006348
	Iteration 19Q: 3 clusters Score -7685632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -7685642.000000 Penalty: 5470.006348
	Iteration 20F: 3 clusters Score -7685642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -7685648.500000 Penalty: 5470.006348
	Iteration 21Q: 3 clusters Score -7685648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -7685648.500000 Penalty: 5470.006348
	Iteration 22Q: 3 clusters Score -7685648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -7685648.500000 Penalty: 5470.006348
	Iteration 23Q: 3 clusters Score -7685648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -7685648.500000 Penalty: 5470.006348
	Iteration 24F: 3 clusters Score -7685648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Entering Unmasked Estep 
Score: -6676253.500000 Penalty: 2692.501709
	Iteration 0F: 2 clusters Score -6676254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6641196.000000 Penalty: 5385.003418
	Iteration 0F: 3 clusters Score -6641196 nChanged 24110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -6654354.500000 Penalty: 5385.003418
	Iteration 1F: 3 clusters Score -6654354 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6654749.000000 Penalty: 5385.003418
	Iteration 2Q: 3 clusters Score -6654749 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -6655197.500000 Penalty: 5385.003418
	Iteration 3Q: 3 clusters Score -6655198 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -6655677.500000 Penalty: 5385.003418
	Iteration 4Q: 3 clusters Score -6655678 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6656323.000000 Penalty: 5385.003418
	Iteration 5Q: 3 clusters Score -6656323 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -6657359.500000 Penalty: 5385.003418
	Iteration 6Q: 3 clusters Score -6657360 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -6658941.500000 Penalty: 5385.003418
	Iteration 7F: 3 clusters Score -6658942 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -6661500.500000 Penalty: 5385.003418
	Iteration 8F: 3 clusters Score -6661500 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -6664806.500000 Penalty: 5385.003418
	Iteration 9F: 3 clusters Score -6664806 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6668285.500000 Penalty: 5385.003418
	Iteration 10F: 3 clusters Score -6668286 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -6671014.000000 Penalty: 5385.003418
	Iteration 11Q: 3 clusters Score -6671014 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6672557.500000 Penalty: 5385.003418
	Iteration 12Q: 3 clusters Score -6672558 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -6673241.000000 Penalty: 5385.003418
	Iteration 13Q: 3 clusters Score -6673241 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -6673509.500000 Penalty: 5385.003418
	Iteration 14Q: 3 clusters Score -6673510 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6673679.000000 Penalty: 5385.003418
	Iteration 15Q: 3 clusters Score -6673679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6673796.500000 Penalty: 5385.003418
	Iteration 16Q: 3 clusters Score -6673796 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6673862.500000 Penalty: 5385.003418
	Iteration 17Q: 3 clusters Score -6673862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6673963.500000 Penalty: 5385.003418
	Iteration 18Q: 3 clusters Score -6673964 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6673996.000000 Penalty: 5385.003418
	Iteration 19Q: 3 clusters Score -6673996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6674041.000000 Penalty: 5385.003418
	Iteration 20F: 3 clusters Score -6674041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6674087.500000 Penalty: 5385.003418
	Iteration 21Q: 3 clusters Score -6674088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -6674097.500000 Penalty: 5385.003418
	Iteration 22Q: 3 clusters Score -6674098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6674114.500000 Penalty: 5385.003418
	Iteration 23Q: 3 clusters Score -6674114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -6674124.000000 Penalty: 5385.003418
	Iteration 24Q: 3 clusters Score -6674124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -6674146.000000 Penalty: 5385.003418
	Iteration 25Q: 3 clusters Score -6674146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -6674146.500000 Penalty: 5385.003418
	Iteration 26Q: 3 clusters Score -6674146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6674160.000000 Penalty: 5385.003418
	Iteration 27Q: 3 clusters Score -6674160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -6674170.000000 Penalty: 5385.003418
	Iteration 28Q: 3 clusters Score -6674170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -6674157.500000 Penalty: 5385.003418
	Iteration 29Q: 3 clusters Score -6674158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -6674172.000000 Penalty: 5385.003418
	Iteration 30Q: 3 clusters Score -6674172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -6674187.000000 Penalty: 5385.003418
	Iteration 31Q: 3 clusters Score -6674187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -6674190.000000 Penalty: 5385.003418
	Iteration 32Q: 3 clusters Score -6674190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6674193.500000 Penalty: 5385.003418
	Iteration 33Q: 3 clusters Score -6674194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -6674184.500000 Penalty: 5385.003418
	Iteration 34Q: 3 clusters Score -6674184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -6674196.000000 Penalty: 5385.003418
	Iteration 35Q: 3 clusters Score -6674196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -6674198.500000 Penalty: 5385.003418
	Iteration 36Q: 3 clusters Score -6674198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -6674198.000000 Penalty: 5385.003418
	Iteration 37Q: 3 clusters Score -6674198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6674202.500000 Penalty: 5385.003418
	Iteration 38Q: 3 clusters Score -6674202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -6674195.500000 Penalty: 5385.003418
	Iteration 39Q: 3 clusters Score -6674196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -6674195.500000 Penalty: 5385.003418
	Iteration 40F: 3 clusters Score -6674196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -71194.234375 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -71194.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69603.343750 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -69603.34 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70003.382812 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -70003.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70290.562500 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -70290.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -70595.710938 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -70595.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -70803.492188 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -70803.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -70968.187500 Penalty: 3225.383789
	Iteration 5F: 3 clusters Score -70968.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -71207.226562 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -71207.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71408.304688 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -71408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71601.640625 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -71601.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -71604.750000 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -71604.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -71604.750000 Penalty: 3225.383789
	Iteration 10F: 3 clusters Score -71604.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166423 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 104 members 
Entering Unmasked Estep 
Score: -149698800.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149700064.000000 to -149698800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1919197.125000 Penalty: 2386.252686
	Iteration 0F: 2 clusters Score -1919197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1908279.250000 Penalty: 4772.505371
	Iteration 0F: 3 clusters Score -1908279 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1911767.625000 Penalty: 4772.505371
	Iteration 1F: 3 clusters Score -1911768 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1912159.250000 Penalty: 4772.505371
	Iteration 2F: 3 clusters Score -1912159 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1912533.500000 Penalty: 4772.505371
	Iteration 3F: 3 clusters Score -1912534 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1912919.250000 Penalty: 4772.505371
	Iteration 4Q: 3 clusters Score -1912919 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1913413.500000 Penalty: 4772.505371
	Iteration 5F: 3 clusters Score -1913414 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1913993.250000 Penalty: 4772.505371
	Iteration 6F: 3 clusters Score -1913993 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1914637.250000 Penalty: 4772.505371
	Iteration 7F: 3 clusters Score -1914637 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1915348.000000 Penalty: 4772.505371
	Iteration 8F: 3 clusters Score -1915348 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1916057.625000 Penalty: 4772.505371
	Iteration 9F: 3 clusters Score -1916058 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1916606.000000 Penalty: 4772.505371
	Iteration 10Q: 3 clusters Score -1916606 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1917019.500000 Penalty: 4772.505371
	Iteration 11Q: 3 clusters Score -1917020 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1917265.125000 Penalty: 4772.505371
	Iteration 12Q: 3 clusters Score -1917265 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1917351.875000 Penalty: 4772.505371
	Iteration 13Q: 3 clusters Score -1917352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1917398.125000 Penalty: 4772.505371
	Iteration 14Q: 3 clusters Score -1917398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1917432.875000 Penalty: 4772.505371
	Iteration 15Q: 3 clusters Score -1917433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1917455.125000 Penalty: 4772.505371
	Iteration 16Q: 3 clusters Score -1917455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1917465.125000 Penalty: 4772.505371
	Iteration 17Q: 3 clusters Score -1917465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1917489.875000 Penalty: 4772.505371
	Iteration 18Q: 3 clusters Score -1917490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1917498.750000 Penalty: 4772.505371
	Iteration 19Q: 3 clusters Score -1917499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1917503.125000 Penalty: 4772.505371
	Iteration 20F: 3 clusters Score -1917503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1917505.500000 Penalty: 4772.505371
	Iteration 21Q: 3 clusters Score -1917506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1917510.625000 Penalty: 4772.505371
	Iteration 22Q: 3 clusters Score -1917511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1917514.125000 Penalty: 4772.505371
	Iteration 23Q: 3 clusters Score -1917514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1917520.125000 Penalty: 4772.505371
	Iteration 24Q: 3 clusters Score -1917520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1917519.750000 Penalty: 4772.505371
	Iteration 25Q: 3 clusters Score -1917520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1917521.375000 Penalty: 4772.505371
	Iteration 26Q: 3 clusters Score -1917521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1917521.375000 Penalty: 4772.505371
	Iteration 27Q: 3 clusters Score -1917521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1917522.750000 Penalty: 4772.505371
	Iteration 28Q: 3 clusters Score -1917523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1917524.125000 Penalty: 4772.505371
	Iteration 29Q: 3 clusters Score -1917524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1917525.625000 Penalty: 4772.505371
	Iteration 30Q: 3 clusters Score -1917526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1917529.375000 Penalty: 4772.505371
	Iteration 31Q: 3 clusters Score -1917529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1917534.875000 Penalty: 4772.505371
	Iteration 32Q: 3 clusters Score -1917535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1917539.000000 Penalty: 4772.505371
	Iteration 33Q: 3 clusters Score -1917539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1917538.125000 Penalty: 4772.505371
	Iteration 34Q: 3 clusters Score -1917538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1917537.750000 Penalty: 4772.505371
	Iteration 35Q: 3 clusters Score -1917538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1917539.625000 Penalty: 4772.505371
	Iteration 36Q: 3 clusters Score -1917540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1917539.625000 Penalty: 4772.505371
	Iteration 37F: 3 clusters Score -1917540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (169359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169359 members 
Entering Unmasked Estep 
Score: -21769316.000000 Penalty: 2985.864502
	Iteration 0F: 2 clusters Score -2.176932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -21655844.000000 Penalty: 5971.729004
	Iteration 0F: 3 clusters Score -2.165584e+07 nChanged 81167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -21703280.000000 Penalty: 5971.729004
	Iteration 1F: 3 clusters Score -2.170328e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -21704248.000000 Penalty: 5971.729004
	Iteration 2Q: 3 clusters Score -2.170425e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -21705138.000000 Penalty: 5971.729004
	Iteration 3Q: 3 clusters Score -2.170514e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80827 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -21706032.000000 Penalty: 5971.729004
	Iteration 4Q: 3 clusters Score -2.170603e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -21707514.000000 Penalty: 5971.729004
	Iteration 5Q: 3 clusters Score -2.170751e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -21709848.000000 Penalty: 5971.729004
	Iteration 6Q: 3 clusters Score -2.170985e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 97137 members 
Entering Unmasked Estep 
Score: -21713138.000000 Penalty: 5971.729004
	Iteration 7Q: 3 clusters Score -2.171314e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 102213 members 
Entering Unmasked Estep 
Score: -21718586.000000 Penalty: 5971.729004
	Iteration 8F: 3 clusters Score -2.171859e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -21726262.000000 Penalty: 5971.729004
	Iteration 9F: 3 clusters Score -2.172626e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -21734452.000000 Penalty: 5971.729004
	Iteration 10F: 3 clusters Score -2.173445e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -21739894.000000 Penalty: 5971.729004
	Iteration 11F: 3 clusters Score -2.173989e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -21742150.000000 Penalty: 5971.729004
	Iteration 12Q: 3 clusters Score -2.174215e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -21743462.000000 Penalty: 5971.729004
	Iteration 13Q: 3 clusters Score -2.174346e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 125959 members 
Entering Unmasked Estep 
Score: -21744644.000000 Penalty: 5971.729004
	Iteration 14Q: 3 clusters Score -2.174464e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 129020 members 
Entering Unmasked Estep 
Score: -21745764.000000 Penalty: 5971.729004
	Iteration 15Q: 3 clusters Score -2.174576e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 132141 members 
Entering Unmasked Estep 
Score: -21746964.000000 Penalty: 5971.729004
	Iteration 16Q: 3 clusters Score -2.174696e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -21748188.000000 Penalty: 5971.729004
	Iteration 17Q: 3 clusters Score -2.174819e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 138613 members 
Entering Unmasked Estep 
Score: -21749650.000000 Penalty: 5971.729004
	Iteration 18Q: 3 clusters Score -2.174965e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 141874 members 
Entering Unmasked Estep 
Score: -21751098.000000 Penalty: 5971.729004
	Iteration 19Q: 3 clusters Score -2.17511e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 145127 members 
Entering Unmasked Estep 
Score: -21752732.000000 Penalty: 5971.729004
	Iteration 20F: 3 clusters Score -2.175273e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -21754292.000000 Penalty: 5971.729004
	Iteration 21Q: 3 clusters Score -2.175429e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -21755982.000000 Penalty: 5971.729004
	Iteration 22Q: 3 clusters Score -2.175598e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 154248 members 
Entering Unmasked Estep 
Score: -21757570.000000 Penalty: 5971.729004
	Iteration 23Q: 3 clusters Score -2.175757e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -21759248.000000 Penalty: 5971.729004
	Iteration 24Q: 3 clusters Score -2.175925e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -21760790.000000 Penalty: 5971.729004
	Iteration 25Q: 3 clusters Score -2.176079e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -21762292.000000 Penalty: 5971.729004
	Iteration 26Q: 3 clusters Score -2.176229e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -21763464.000000 Penalty: 5971.729004
	Iteration 27Q: 3 clusters Score -2.176346e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 165101 members 
Entering Unmasked Estep 
Score: -21764476.000000 Penalty: 5971.729004
	Iteration 28Q: 3 clusters Score -2.176448e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 166319 members 
Entering Unmasked Estep 
Score: -21765216.000000 Penalty: 5971.729004
	Iteration 29Q: 3 clusters Score -2.176522e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 167191 members 
Entering Unmasked Estep 
Score: -21765842.000000 Penalty: 5971.729004
	Iteration 30Q: 3 clusters Score -2.176584e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 167758 members 
Entering Unmasked Estep 
Score: -21766134.000000 Penalty: 5971.729004
	Iteration 31Q: 3 clusters Score -2.176613e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -21766304.000000 Penalty: 5971.729004
	Iteration 32Q: 3 clusters Score -2.17663e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -21766400.000000 Penalty: 5971.729004
	Iteration 33Q: 3 clusters Score -2.17664e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -21766538.000000 Penalty: 5971.729004
	Iteration 34Q: 3 clusters Score -2.176654e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 168602 members 
Entering Unmasked Estep 
Score: -21766586.000000 Penalty: 5971.729004
	Iteration 35Q: 3 clusters Score -2.176659e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 168664 members 
Entering Unmasked Estep 
Score: -21766612.000000 Penalty: 5971.729004
	Iteration 36Q: 3 clusters Score -2.176661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 168708 members 
Entering Unmasked Estep 
Score: -21766636.000000 Penalty: 5971.729004
	Iteration 37Q: 3 clusters Score -2.176664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 168739 members 
Entering Unmasked Estep 
Score: -21766658.000000 Penalty: 5971.729004
	Iteration 38Q: 3 clusters Score -2.176666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 168766 members 
Entering Unmasked Estep 
Score: -21766694.000000 Penalty: 5971.729004
	Iteration 39Q: 3 clusters Score -2.176669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 168792 members 
Entering Unmasked Estep 
Score: -21766688.000000 Penalty: 5971.729004
	Iteration 40F: 3 clusters Score -2.176669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 168816 members 
Entering Unmasked Estep 
Score: -21766718.000000 Penalty: 5971.729004
	Iteration 41Q: 3 clusters Score -2.176672e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 168833 members 
Entering Unmasked Estep 
Score: -21766736.000000 Penalty: 5971.729004
	Iteration 42Q: 3 clusters Score -2.176674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 168844 members 
Entering Unmasked Estep 
Score: -21766738.000000 Penalty: 5971.729004
	Iteration 43Q: 3 clusters Score -2.176674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -21766744.000000 Penalty: 5971.729004
	Iteration 44Q: 3 clusters Score -2.176674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -21766742.000000 Penalty: 5971.729004
	Iteration 45Q: 3 clusters Score -2.176674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -21766734.000000 Penalty: 5971.729004
	Iteration 46Q: 3 clusters Score -2.176673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 168857 members 
Entering Unmasked Estep 
Score: -21766738.000000 Penalty: 5971.729004
	Iteration 47Q: 3 clusters Score -2.176674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 168861 members 
Entering Unmasked Estep 
Score: -21766736.000000 Penalty: 5971.729004
	Iteration 48Q: 3 clusters Score -2.176674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -21766752.000000 Penalty: 5971.729004
	Iteration 49Q: 3 clusters Score -2.176675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -21766754.000000 Penalty: 5971.729004
	Iteration 50Q: 3 clusters Score -2.176675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 168865 members 
Entering Unmasked Estep 
Score: -21766754.000000 Penalty: 5971.729004
	Iteration 51F: 3 clusters Score -2.176675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -217409.562500 Penalty: 1863.129150
	Iteration 0F: 2 clusters Score -217409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -214895.046875 Penalty: 3726.258301
	Iteration 0F: 3 clusters Score -214895 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -215301.250000 Penalty: 3726.258301
	Iteration 1F: 3 clusters Score -215301.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -215417.375000 Penalty: 3726.258301
	Iteration 2F: 3 clusters Score -215417.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215489.000000 Penalty: 3726.258301
	Iteration 3Q: 3 clusters Score -215489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -215537.718750 Penalty: 3726.258301
	Iteration 4Q: 3 clusters Score -215537.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -215574.859375 Penalty: 3726.258301
	Iteration 5Q: 3 clusters Score -215574.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -215610.609375 Penalty: 3726.258301
	Iteration 6Q: 3 clusters Score -215610.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215642.015625 Penalty: 3726.258301
	Iteration 7Q: 3 clusters Score -215642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -215682.531250 Penalty: 3726.258301
	Iteration 8Q: 3 clusters Score -215682.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -215712.546875 Penalty: 3726.258301
	Iteration 9Q: 3 clusters Score -215712.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -215742.453125 Penalty: 3726.258301
	Iteration 10Q: 3 clusters Score -215742.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215766.406250 Penalty: 3726.258301
	Iteration 11Q: 3 clusters Score -215766.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215792.265625 Penalty: 3726.258301
	Iteration 12Q: 3 clusters Score -215792.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -215810.703125 Penalty: 3726.258301
	Iteration 13Q: 3 clusters Score -215810.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -215838.906250 Penalty: 3726.258301
	Iteration 14Q: 3 clusters Score -215838.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -215866.390625 Penalty: 3726.258301
	Iteration 15Q: 3 clusters Score -215866.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -215880.328125 Penalty: 3726.258301
	Iteration 16Q: 3 clusters Score -215880.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -215889.875000 Penalty: 3726.258301
	Iteration 17Q: 3 clusters Score -215889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -215898.375000 Penalty: 3726.258301
	Iteration 18Q: 3 clusters Score -215898.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -215905.625000 Penalty: 3726.258301
	Iteration 19Q: 3 clusters Score -215905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -215909.906250 Penalty: 3726.258301
	Iteration 20F: 3 clusters Score -215909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -215911.406250 Penalty: 3726.258301
	Iteration 21Q: 3 clusters Score -215911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -215912.531250 Penalty: 3726.258301
	Iteration 22Q: 3 clusters Score -215912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -215914.781250 Penalty: 3726.258301
	Iteration 23Q: 3 clusters Score -215914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -215916.734375 Penalty: 3726.258301
	Iteration 24Q: 3 clusters Score -215916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215917.203125 Penalty: 3726.258301
	Iteration 25Q: 3 clusters Score -215917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215917.203125 Penalty: 3726.258301
	Iteration 26F: 3 clusters Score -215917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -65324.781250 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -65324.78 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 320 members 
Entering Unmasked Estep 
Score: -63752.117188 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -63752.12 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64052.488281 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -64052.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64266.238281 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -64266.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64494.050781 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -64494.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64713.496094 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -64713.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64902.867188 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -64902.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64962.769531 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -64962.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64995.695312 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -64995.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65023.191406 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -65023.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65039.839844 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -65039.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65045.878906 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -65045.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65047.261719 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -65047.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65049.304688 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -65049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65049.304688 Penalty: 3206.435791
	Iteration 13F: 3 clusters Score -65049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -308490.031250 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -308490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305548.937500 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -305548.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306112.187500 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -306112.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -306257.468750 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -306257.5 nChanged 105
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: -306335.375000 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -306335.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306392.500000 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -306392.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -306425.562500 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -306425.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -306448.843750 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -306448.8 nChanged 28
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: -306464.625000 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -306464.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -306479.281250 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -306479.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306492.531250 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -306492.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306503.156250 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -306503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306509.125000 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -306509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -306513.843750 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -306513.8 nChanged 4
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: -306515.281250 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -306515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306515.937500 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -306515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306517.625000 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -306517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306519.750000 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -306519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306521.187500 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -306521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306522.187500 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -306522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306522.187500 Penalty: 3872.121338
	Iteration 19F: 3 clusters Score -306522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Entering Unmasked Estep 
Score: -21335692.000000 Penalty: 2981.527588
	Iteration 0F: 2 clusters Score -2.133569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -21224420.000000 Penalty: 5963.055176
	Iteration 0F: 3 clusters Score -2.122442e+07 nChanged 79973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -21270634.000000 Penalty: 5963.055176
	Iteration 1F: 3 clusters Score -2.127063e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -21271378.000000 Penalty: 5963.055176
	Iteration 2Q: 3 clusters Score -2.127138e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -21272358.000000 Penalty: 5963.055176
	Iteration 3Q: 3 clusters Score -2.127236e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -21273706.000000 Penalty: 5963.055176
	Iteration 4Q: 3 clusters Score -2.127371e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -21275644.000000 Penalty: 5963.055176
	Iteration 5Q: 3 clusters Score -2.127564e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -21278876.000000 Penalty: 5963.055176
	Iteration 6Q: 3 clusters Score -2.127888e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106066 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -21284664.000000 Penalty: 5963.055176
	Iteration 7F: 3 clusters Score -2.128466e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114500 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -21293772.000000 Penalty: 5963.055176
	Iteration 8F: 3 clusters Score -2.129377e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -21303338.000000 Penalty: 5963.055176
	Iteration 9F: 3 clusters Score -2.130334e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128762 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -21310896.000000 Penalty: 5963.055176
	Iteration 10F: 3 clusters Score -2.13109e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -21314994.000000 Penalty: 5963.055176
	Iteration 11Q: 3 clusters Score -2.131499e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -21317608.000000 Penalty: 5963.055176
	Iteration 12Q: 3 clusters Score -2.131761e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140708 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -21319620.000000 Penalty: 5963.055176
	Iteration 13Q: 3 clusters Score -2.131962e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -21321670.000000 Penalty: 5963.055176
	Iteration 14Q: 3 clusters Score -2.132167e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -21323710.000000 Penalty: 5963.055176
	Iteration 15Q: 3 clusters Score -2.132371e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -21325514.000000 Penalty: 5963.055176
	Iteration 16Q: 3 clusters Score -2.132551e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153061 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -21327144.000000 Penalty: 5963.055176
	Iteration 17Q: 3 clusters Score -2.132714e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155317 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -21328632.000000 Penalty: 5963.055176
	Iteration 18Q: 3 clusters Score -2.132863e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -21329772.000000 Penalty: 5963.055176
	Iteration 19Q: 3 clusters Score -2.132977e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -21330870.000000 Penalty: 5963.055176
	Iteration 20F: 3 clusters Score -2.133087e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -21331630.000000 Penalty: 5963.055176
	Iteration 21Q: 3 clusters Score -2.133163e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -21332160.000000 Penalty: 5963.055176
	Iteration 22Q: 3 clusters Score -2.133216e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161394 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -21332502.000000 Penalty: 5963.055176
	Iteration 23Q: 3 clusters Score -2.13325e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161944 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -21332794.000000 Penalty: 5963.055176
	Iteration 24Q: 3 clusters Score -2.133279e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -21333018.000000 Penalty: 5963.055176
	Iteration 25Q: 3 clusters Score -2.133302e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21333166.000000 Penalty: 5963.055176
	Iteration 26Q: 3 clusters Score -2.133317e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163056 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21333336.000000 Penalty: 5963.055176
	Iteration 27Q: 3 clusters Score -2.133334e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21333504.000000 Penalty: 5963.055176
	Iteration 28Q: 3 clusters Score -2.13335e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21333524.000000 Penalty: 5963.055176
	Iteration 29Q: 3 clusters Score -2.133352e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21333554.000000 Penalty: 5963.055176
	Iteration 30Q: 3 clusters Score -2.133355e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -21333638.000000 Penalty: 5963.055176
	Iteration 31Q: 3 clusters Score -2.133364e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21333602.000000 Penalty: 5963.055176
	Iteration 32Q: 3 clusters Score -2.13336e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21333618.000000 Penalty: 5963.055176
	Iteration 33Q: 3 clusters Score -2.133362e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -21333670.000000 Penalty: 5963.055176
	Iteration 34Q: 3 clusters Score -2.133367e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21333702.000000 Penalty: 5963.055176
	Iteration 35Q: 3 clusters Score -2.13337e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21333682.000000 Penalty: 5963.055176
	Iteration 36Q: 3 clusters Score -2.133368e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21333726.000000 Penalty: 5963.055176
	Iteration 37Q: 3 clusters Score -2.133373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -21333732.000000 Penalty: 5963.055176
	Iteration 38Q: 3 clusters Score -2.133373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21333728.000000 Penalty: 5963.055176
	Iteration 39Q: 3 clusters Score -2.133373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21333726.000000 Penalty: 5963.055176
	Iteration 40F: 3 clusters Score -2.133373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21333744.000000 Penalty: 5963.055176
	Iteration 41Q: 3 clusters Score -2.133374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -21333746.000000 Penalty: 5963.055176
	Iteration 42Q: 3 clusters Score -2.133375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -21333764.000000 Penalty: 5963.055176
	Iteration 43Q: 3 clusters Score -2.133376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164340 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -21333756.000000 Penalty: 5963.055176
	Iteration 44Q: 3 clusters Score -2.133376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21333744.000000 Penalty: 5963.055176
	Iteration 45Q: 3 clusters Score -2.133374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21333740.000000 Penalty: 5963.055176
	Iteration 46Q: 3 clusters Score -2.133374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164347 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21333746.000000 Penalty: 5963.055176
	Iteration 47Q: 3 clusters Score -2.133375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164350 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -21333744.000000 Penalty: 5963.055176
	Iteration 48Q: 3 clusters Score -2.133374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164349 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21333738.000000 Penalty: 5963.055176
	Iteration 49Q: 3 clusters Score -2.133374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -21333738.000000 Penalty: 5963.055176
	Iteration 50Q: 3 clusters Score -2.133374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21333744.000000 Penalty: 5963.055176
	Iteration 51Q: 3 clusters Score -2.133374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21333752.000000 Penalty: 5963.055176
	Iteration 52Q: 3 clusters Score -2.133375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21333762.000000 Penalty: 5963.055176
	Iteration 53Q: 3 clusters Score -2.133376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164357 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21333752.000000 Penalty: 5963.055176
	Iteration 54Q: 3 clusters Score -2.133375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21333754.000000 Penalty: 5963.055176
	Iteration 55Q: 3 clusters Score -2.133375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164366 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21333774.000000 Penalty: 5963.055176
	Iteration 56Q: 3 clusters Score -2.133377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164370 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21333770.000000 Penalty: 5963.055176
	Iteration 57Q: 3 clusters Score -2.133377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21333762.000000 Penalty: 5963.055176
	Iteration 58Q: 3 clusters Score -2.133376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164374 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21333764.000000 Penalty: 5963.055176
	Iteration 59Q: 3 clusters Score -2.133376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -21333778.000000 Penalty: 5963.055176
	Iteration 60F: 3 clusters Score -2.133378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164377 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21333784.000000 Penalty: 5963.055176
	Iteration 61Q: 3 clusters Score -2.133378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164380 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21333772.000000 Penalty: 5963.055176
	Iteration 62Q: 3 clusters Score -2.133377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164382 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21333772.000000 Penalty: 5963.055176
	Iteration 63Q: 3 clusters Score -2.133377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164382 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21333772.000000 Penalty: 5963.055176
	Iteration 64F: 3 clusters Score -2.133377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -227889.031250 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -227889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -225421.125000 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -225421.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -225835.593750 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -225835.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225944.578125 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -225944.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -225989.078125 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -225989.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -226026.062500 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -226026.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226062.125000 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -226062.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -226084.546875 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -226084.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -226103.687500 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -226103.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -226115.671875 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -226115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226130.984375 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -226131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -226144.640625 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -226144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226156.515625 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -226156.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -226168.359375 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -226168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -226173.328125 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -226173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226175.218750 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -226175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226176.078125 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -226176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -226176.812500 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -226176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226178.312500 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -226178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226179.531250 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -226179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226179.531250 Penalty: 3721.084473
	Iteration 19F: 3 clusters Score -226179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -54172.304688 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -54172.3 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 258 members 
Entering Unmasked Estep 
Score: -52735.804688 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -52735.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53204.917969 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -53204.92 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53588.105469 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -53588.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -54012.765625 Penalty: 3092.267822
	Iteration 3F: 3 clusters Score -54012.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54541.605469 Penalty: 3092.267822
	Iteration 4F: 3 clusters Score -54541.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54905.238281 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -54905.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55325.171875 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -55325.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55509.382812 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -55509.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 61589 members 
Mstep: Class 4 contains 51889 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 169359 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 166423 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 182359 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 201476 members 
Mstep: Class 19 contains 121789 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 161 members 
Entering Unmasked Estep 
Score: -149699440.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149700064.000000 to -149699440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -89556.843750 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -89556.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87712.835938 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -87712.84 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88135.132812 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -88135.13 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88464.625000 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -88464.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88790.867188 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -88790.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89045.546875 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -89045.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89123.554688 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -89123.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89149.195312 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -89149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89156.773438 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -89156.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89169.375000 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -89169.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89183.468750 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -89183.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89205.867188 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -89205.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89211.468750 Penalty: 3350.861328
	Iteration 11Q: 3 clusters Score -89211.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89214.789062 Penalty: 3350.861328
	Iteration 12Q: 3 clusters Score -89214.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -89223.945312 Penalty: 3350.861328
	Iteration 13Q: 3 clusters Score -89223.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89231.179688 Penalty: 3350.861328
	Iteration 14Q: 3 clusters Score -89231.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89233.914062 Penalty: 3350.861328
	Iteration 15Q: 3 clusters Score -89233.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89233.914062 Penalty: 3350.861328
	Iteration 16F: 3 clusters Score -89233.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Entering Unmasked Estep 
Score: -2126912.500000 Penalty: 2410.243408
	Iteration 0F: 2 clusters Score -2126912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2115089.750000 Penalty: 4820.486816
	Iteration 0F: 3 clusters Score -2115090 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2118769.250000 Penalty: 4820.486816
	Iteration 1F: 3 clusters Score -2118769 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2119046.000000 Penalty: 4820.486816
	Iteration 2F: 3 clusters Score -2119046 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2119235.000000 Penalty: 4820.486816
	Iteration 3Q: 3 clusters Score -2119235 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2119392.500000 Penalty: 4820.486816
	Iteration 4Q: 3 clusters Score -2119392 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2119520.750000 Penalty: 4820.486816
	Iteration 5Q: 3 clusters Score -2119521 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2119617.000000 Penalty: 4820.486816
	Iteration 6Q: 3 clusters Score -2119617 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2119690.500000 Penalty: 4820.486816
	Iteration 7Q: 3 clusters Score -2119690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2119761.250000 Penalty: 4820.486816
	Iteration 8Q: 3 clusters Score -2119761 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2119828.250000 Penalty: 4820.486816
	Iteration 9Q: 3 clusters Score -2119828 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2119885.250000 Penalty: 4820.486816
	Iteration 10Q: 3 clusters Score -2119885 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2119942.500000 Penalty: 4820.486816
	Iteration 11Q: 3 clusters Score -2119942 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2120004.750000 Penalty: 4820.486816
	Iteration 12Q: 3 clusters Score -2120005 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2120071.250000 Penalty: 4820.486816
	Iteration 13Q: 3 clusters Score -2120071 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2120146.000000 Penalty: 4820.486816
	Iteration 14Q: 3 clusters Score -2120146 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2120259.250000 Penalty: 4820.486816
	Iteration 15Q: 3 clusters Score -2120259 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2120418.750000 Penalty: 4820.486816
	Iteration 16Q: 3 clusters Score -2120419 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2120639.500000 Penalty: 4820.486816
	Iteration 17Q: 3 clusters Score -2120640 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2120979.000000 Penalty: 4820.486816
	Iteration 18Q: 3 clusters Score -2120979 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2121459.000000 Penalty: 4820.486816
	Iteration 19Q: 3 clusters Score -2121459 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2122043.750000 Penalty: 4820.486816
	Iteration 20F: 3 clusters Score -2122044 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2122735.500000 Penalty: 4820.486816
	Iteration 21F: 3 clusters Score -2122736 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2123380.500000 Penalty: 4820.486816
	Iteration 22Q: 3 clusters Score -2123380 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2123893.750000 Penalty: 4820.486816
	Iteration 23Q: 3 clusters Score -2123894 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2124214.500000 Penalty: 4820.486816
	Iteration 24Q: 3 clusters Score -2124214 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2124431.500000 Penalty: 4820.486816
	Iteration 25Q: 3 clusters Score -2124432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2124556.250000 Penalty: 4820.486816
	Iteration 26Q: 3 clusters Score -2124556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2124647.250000 Penalty: 4820.486816
	Iteration 27Q: 3 clusters Score -2124647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2124703.500000 Penalty: 4820.486816
	Iteration 28Q: 3 clusters Score -2124704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2124746.500000 Penalty: 4820.486816
	Iteration 29Q: 3 clusters Score -2124746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2124760.750000 Penalty: 4820.486816
	Iteration 30Q: 3 clusters Score -2124761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2124775.750000 Penalty: 4820.486816
	Iteration 31Q: 3 clusters Score -2124776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2124792.000000 Penalty: 4820.486816
	Iteration 32Q: 3 clusters Score -2124792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2124804.250000 Penalty: 4820.486816
	Iteration 33Q: 3 clusters Score -2124804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2124805.750000 Penalty: 4820.486816
	Iteration 34Q: 3 clusters Score -2124806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2124811.750000 Penalty: 4820.486816
	Iteration 35Q: 3 clusters Score -2124812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2124814.000000 Penalty: 4820.486816
	Iteration 36Q: 3 clusters Score -2124814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2124815.500000 Penalty: 4820.486816
	Iteration 37Q: 3 clusters Score -2124816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2124817.250000 Penalty: 4820.486816
	Iteration 38Q: 3 clusters Score -2124817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2124820.250000 Penalty: 4820.486816
	Iteration 39Q: 3 clusters Score -2124820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2124827.000000 Penalty: 4820.486816
	Iteration 40F: 3 clusters Score -2124827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2124830.250000 Penalty: 4820.486816
	Iteration 41Q: 3 clusters Score -2124830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2124831.250000 Penalty: 4820.486816
	Iteration 42Q: 3 clusters Score -2124831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2124833.000000 Penalty: 4820.486816
	Iteration 43Q: 3 clusters Score -2124833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2124837.750000 Penalty: 4820.486816
	Iteration 44Q: 3 clusters Score -2124838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2124836.250000 Penalty: 4820.486816
	Iteration 45Q: 3 clusters Score -2124836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2124836.250000 Penalty: 4820.486816
	Iteration 46F: 3 clusters Score -2124836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182359 members 
Entering Unmasked Estep 
Score: -23457154.000000 Penalty: 3004.205566
	Iteration 0F: 2 clusters Score -2.345715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -23339632.000000 Penalty: 6008.411133
	Iteration 0F: 3 clusters Score -2.333963e+07 nChanged 87493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -23390748.000000 Penalty: 6008.411133
	Iteration 1F: 3 clusters Score -2.339075e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -23391744.000000 Penalty: 6008.411133
	Iteration 2Q: 3 clusters Score -2.339174e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -23393172.000000 Penalty: 6008.411133
	Iteration 3Q: 3 clusters Score -2.339317e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -23395190.000000 Penalty: 6008.411133
	Iteration 4Q: 3 clusters Score -2.339519e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112831 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -23398710.000000 Penalty: 6008.411133
	Iteration 5Q: 3 clusters Score -2.339871e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -23405098.000000 Penalty: 6008.411133
	Iteration 6F: 3 clusters Score -2.34051e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135752 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -23415576.000000 Penalty: 6008.411133
	Iteration 7F: 3 clusters Score -2.341558e+07 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149910 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -23428858.000000 Penalty: 6008.411133
	Iteration 8F: 3 clusters Score -2.342886e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -23440864.000000 Penalty: 6008.411133
	Iteration 9F: 3 clusters Score -2.344086e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170104 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -23448476.000000 Penalty: 6008.411133
	Iteration 10Q: 3 clusters Score -2.344848e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -23452010.000000 Penalty: 6008.411133
	Iteration 11Q: 3 clusters Score -2.345201e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -23453734.000000 Penalty: 6008.411133
	Iteration 12Q: 3 clusters Score -2.345373e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178796 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -23454504.000000 Penalty: 6008.411133
	Iteration 13Q: 3 clusters Score -2.34545e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179572 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -23454996.000000 Penalty: 6008.411133
	Iteration 14Q: 3 clusters Score -2.3455e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180012 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -23455160.000000 Penalty: 6008.411133
	Iteration 15Q: 3 clusters Score -2.345516e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23455234.000000 Penalty: 6008.411133
	Iteration 16Q: 3 clusters Score -2.345523e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -23455284.000000 Penalty: 6008.411133
	Iteration 17Q: 3 clusters Score -2.345528e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180641 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23455356.000000 Penalty: 6008.411133
	Iteration 18Q: 3 clusters Score -2.345536e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23455360.000000 Penalty: 6008.411133
	Iteration 19Q: 3 clusters Score -2.345536e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180842 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -23455372.000000 Penalty: 6008.411133
	Iteration 20F: 3 clusters Score -2.345537e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180907 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23455348.000000 Penalty: 6008.411133
	Iteration 21Q: 3 clusters Score -2.345535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -23455344.000000 Penalty: 6008.411133
	Iteration 22Q: 3 clusters Score -2.345534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180982 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -23455378.000000 Penalty: 6008.411133
	Iteration 23Q: 3 clusters Score -2.345538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23455392.000000 Penalty: 6008.411133
	Iteration 24Q: 3 clusters Score -2.345539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181040 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23455396.000000 Penalty: 6008.411133
	Iteration 25Q: 3 clusters Score -2.34554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181060 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23455392.000000 Penalty: 6008.411133
	Iteration 26Q: 3 clusters Score -2.345539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181072 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -23455392.000000 Penalty: 6008.411133
	Iteration 27Q: 3 clusters Score -2.345539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181088 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -23455410.000000 Penalty: 6008.411133
	Iteration 28Q: 3 clusters Score -2.345541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181106 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23455384.000000 Penalty: 6008.411133
	Iteration 29Q: 3 clusters Score -2.345538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -23455398.000000 Penalty: 6008.411133
	Iteration 30Q: 3 clusters Score -2.34554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181141 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -23455400.000000 Penalty: 6008.411133
	Iteration 31Q: 3 clusters Score -2.34554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -23455364.000000 Penalty: 6008.411133
	Iteration 32Q: 3 clusters Score -2.345536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23455384.000000 Penalty: 6008.411133
	Iteration 33Q: 3 clusters Score -2.345538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23455376.000000 Penalty: 6008.411133
	Iteration 34Q: 3 clusters Score -2.345538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181202 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23455384.000000 Penalty: 6008.411133
	Iteration 35Q: 3 clusters Score -2.345538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181209 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -23455396.000000 Penalty: 6008.411133
	Iteration 36Q: 3 clusters Score -2.34554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -23455376.000000 Penalty: 6008.411133
	Iteration 37Q: 3 clusters Score -2.345538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181220 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -23455376.000000 Penalty: 6008.411133
	Iteration 38Q: 3 clusters Score -2.345538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181221 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23455378.000000 Penalty: 6008.411133
	Iteration 39Q: 3 clusters Score -2.345538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181223 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23455386.000000 Penalty: 6008.411133
	Iteration 40F: 3 clusters Score -2.345539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181225 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23455374.000000 Penalty: 6008.411133
	Iteration 41Q: 3 clusters Score -2.345537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181227 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -23455368.000000 Penalty: 6008.411133
	Iteration 42Q: 3 clusters Score -2.345537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181230 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23455362.000000 Penalty: 6008.411133
	Iteration 43Q: 3 clusters Score -2.345536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23455360.000000 Penalty: 6008.411133
	Iteration 44Q: 3 clusters Score -2.345536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -23455366.000000 Penalty: 6008.411133
	Iteration 45Q: 3 clusters Score -2.345537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181236 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23455376.000000 Penalty: 6008.411133
	Iteration 46Q: 3 clusters Score -2.345538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181238 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23455378.000000 Penalty: 6008.411133
	Iteration 47Q: 3 clusters Score -2.345538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181244 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -23455380.000000 Penalty: 6008.411133
	Iteration 48Q: 3 clusters Score -2.345538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181252 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23455378.000000 Penalty: 6008.411133
	Iteration 49Q: 3 clusters Score -2.345538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181256 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23455382.000000 Penalty: 6008.411133
	Iteration 50Q: 3 clusters Score -2.345538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181261 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23455378.000000 Penalty: 6008.411133
	Iteration 51Q: 3 clusters Score -2.345538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23455390.000000 Penalty: 6008.411133
	Iteration 52Q: 3 clusters Score -2.345539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23455392.000000 Penalty: 6008.411133
	Iteration 53Q: 3 clusters Score -2.345539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181266 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23455388.000000 Penalty: 6008.411133
	Iteration 54Q: 3 clusters Score -2.345539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23455382.000000 Penalty: 6008.411133
	Iteration 55Q: 3 clusters Score -2.345538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23455382.000000 Penalty: 6008.411133
	Iteration 56F: 3 clusters Score -2.345538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -75538.023438 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -75538.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73967.640625 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73967.64 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74218.406250 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -74218.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74330.593750 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -74330.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74422.531250 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -74422.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74491.109375 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74491.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74538.617188 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74538.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74585.304688 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74623.765625 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74623.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74662.687500 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74662.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74711.445312 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74711.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74771.468750 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74771.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74814.531250 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74814.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74843.117188 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74843.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74855.281250 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74855.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74855.890625 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74855.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74857.453125 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -74857.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74862.812500 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -74862.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74862.812500 Penalty: 3217.891357
	Iteration 17F: 3 clusters Score -74862.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201476 members 
Entering Unmasked Estep 
Score: -25775938.000000 Penalty: 3028.929443
	Iteration 0F: 2 clusters Score -2.577594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -25645090.000000 Penalty: 6057.858887
	Iteration 0F: 3 clusters Score -2.564509e+07 nChanged 96727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -25702092.000000 Penalty: 6057.858887
	Iteration 1F: 3 clusters Score -2.570209e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -25703138.000000 Penalty: 6057.858887
	Iteration 2Q: 3 clusters Score -2.570314e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -25704822.000000 Penalty: 6057.858887
	Iteration 3Q: 3 clusters Score -2.570482e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 116182 members 
Entering Unmasked Estep 
Score: -25707196.000000 Penalty: 6057.858887
	Iteration 4Q: 3 clusters Score -2.57072e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 124010 members 
Entering Unmasked Estep 
Score: -25711400.000000 Penalty: 6057.858887
	Iteration 5Q: 3 clusters Score -2.57114e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
Score: -25718290.000000 Penalty: 6057.858887
	Iteration 6F: 3 clusters Score -2.571829e+07 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -25729918.000000 Penalty: 6057.858887
	Iteration 7F: 3 clusters Score -2.572992e+07 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 166083 members 
Entering Unmasked Estep 
Score: -25744646.000000 Penalty: 6057.858887
	Iteration 8F: 3 clusters Score -2.574465e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -25757966.000000 Penalty: 6057.858887
	Iteration 9F: 3 clusters Score -2.575797e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 190863 members 
Entering Unmasked Estep 
Score: -25766136.000000 Penalty: 6057.858887
	Iteration 10Q: 3 clusters Score -2.576614e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -25770228.000000 Penalty: 6057.858887
	Iteration 11Q: 3 clusters Score -2.577023e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 199016 members 
Entering Unmasked Estep 
Score: -25771850.000000 Penalty: 6057.858887
	Iteration 12Q: 3 clusters Score -2.577185e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 200104 members 
Entering Unmasked Estep 
Score: -25772664.000000 Penalty: 6057.858887
	Iteration 13Q: 3 clusters Score -2.577266e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 200537 members 
Entering Unmasked Estep 
Score: -25772898.000000 Penalty: 6057.858887
	Iteration 14Q: 3 clusters Score -2.57729e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -25773048.000000 Penalty: 6057.858887
	Iteration 15Q: 3 clusters Score -2.577305e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 200819 members 
Entering Unmasked Estep 
Score: -25773156.000000 Penalty: 6057.858887
	Iteration 16Q: 3 clusters Score -2.577316e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 200868 members 
Entering Unmasked Estep 
Score: -25773212.000000 Penalty: 6057.858887
	Iteration 17Q: 3 clusters Score -2.577321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 200921 members 
Entering Unmasked Estep 
Score: -25773262.000000 Penalty: 6057.858887
	Iteration 18Q: 3 clusters Score -2.577326e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 200947 members 
Entering Unmasked Estep 
Score: -25773342.000000 Penalty: 6057.858887
	Iteration 19Q: 3 clusters Score -2.577334e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 200970 members 
Entering Unmasked Estep 
Score: -25773354.000000 Penalty: 6057.858887
	Iteration 20F: 3 clusters Score -2.577335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 200975 members 
Entering Unmasked Estep 
Score: -25773346.000000 Penalty: 6057.858887
	Iteration 21Q: 3 clusters Score -2.577335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 200986 members 
Entering Unmasked Estep 
Score: -25773348.000000 Penalty: 6057.858887
	Iteration 22Q: 3 clusters Score -2.577335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 200991 members 
Entering Unmasked Estep 
Score: -25773348.000000 Penalty: 6057.858887
	Iteration 23Q: 3 clusters Score -2.577335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 200990 members 
Entering Unmasked Estep 
Score: -25773388.000000 Penalty: 6057.858887
	Iteration 24Q: 3 clusters Score -2.577339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 200990 members 
Entering Unmasked Estep 
Score: -25773372.000000 Penalty: 6057.858887
	Iteration 25Q: 3 clusters Score -2.577337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 200989 members 
Entering Unmasked Estep 
Score: -25773376.000000 Penalty: 6057.858887
	Iteration 26Q: 3 clusters Score -2.577338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 200989 members 
Entering Unmasked Estep 
Score: -25773376.000000 Penalty: 6057.858887
	Iteration 27F: 3 clusters Score -2.577338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (121789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Entering Unmasked Estep 
Score: -15662018.000000 Penalty: 2904.091064
	Iteration 0F: 2 clusters Score -1.566202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -15580583.000000 Penalty: 5808.182129
	Iteration 0F: 3 clusters Score -1.558058e+07 nChanged 58030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -15613595.000000 Penalty: 5808.182129
	Iteration 1F: 3 clusters Score -1.56136e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -15614386.000000 Penalty: 5808.182129
	Iteration 2Q: 3 clusters Score -1.561439e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -15615244.000000 Penalty: 5808.182129
	Iteration 3Q: 3 clusters Score -1.561524e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -15616303.000000 Penalty: 5808.182129
	Iteration 4Q: 3 clusters Score -1.56163e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -15617910.000000 Penalty: 5808.182129
	Iteration 5Q: 3 clusters Score -1.561791e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -15620142.000000 Penalty: 5808.182129
	Iteration 6Q: 3 clusters Score -1.562014e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -15623944.000000 Penalty: 5808.182129
	Iteration 7F: 3 clusters Score -1.562394e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -15629324.000000 Penalty: 5808.182129
	Iteration 8F: 3 clusters Score -1.562932e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -15636154.000000 Penalty: 5808.182129
	Iteration 9F: 3 clusters Score -1.563615e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -15642850.000000 Penalty: 5808.182129
	Iteration 10F: 3 clusters Score -1.564285e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -15648510.000000 Penalty: 5808.182129
	Iteration 11F: 3 clusters Score -1.564851e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -15651999.000000 Penalty: 5808.182129
	Iteration 12Q: 3 clusters Score -1.5652e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 103876 members 
Entering Unmasked Estep 
Score: -15653750.000000 Penalty: 5808.182129
	Iteration 13Q: 3 clusters Score -1.565375e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -15654758.000000 Penalty: 5808.182129
	Iteration 14Q: 3 clusters Score -1.565476e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -15655381.000000 Penalty: 5808.182129
	Iteration 15Q: 3 clusters Score -1.565538e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -15655943.000000 Penalty: 5808.182129
	Iteration 16Q: 3 clusters Score -1.565594e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -15656472.000000 Penalty: 5808.182129
	Iteration 17Q: 3 clusters Score -1.565647e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -15656925.000000 Penalty: 5808.182129
	Iteration 18Q: 3 clusters Score -1.565692e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 111995 members 
Entering Unmasked Estep 
Score: -15657373.000000 Penalty: 5808.182129
	Iteration 19Q: 3 clusters Score -1.565737e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -15657798.000000 Penalty: 5808.182129
	Iteration 20F: 3 clusters Score -1.56578e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -15658188.000000 Penalty: 5808.182129
	Iteration 21Q: 3 clusters Score -1.565819e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 114629 members 
Entering Unmasked Estep 
Score: -15658404.000000 Penalty: 5808.182129
	Iteration 22Q: 3 clusters Score -1.56584e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -15658673.000000 Penalty: 5808.182129
	Iteration 23Q: 3 clusters Score -1.565867e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -15658908.000000 Penalty: 5808.182129
	Iteration 24Q: 3 clusters Score -1.565891e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -15659074.000000 Penalty: 5808.182129
	Iteration 25Q: 3 clusters Score -1.565907e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -15659244.000000 Penalty: 5808.182129
	Iteration 26Q: 3 clusters Score -1.565924e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 117223 members 
Entering Unmasked Estep 
Score: -15659389.000000 Penalty: 5808.182129
	Iteration 27Q: 3 clusters Score -1.565939e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 117589 members 
Entering Unmasked Estep 
Score: -15659457.000000 Penalty: 5808.182129
	Iteration 28Q: 3 clusters Score -1.565946e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 117895 members 
Entering Unmasked Estep 
Score: -15659480.000000 Penalty: 5808.182129
	Iteration 29Q: 3 clusters Score -1.565948e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -15659529.000000 Penalty: 5808.182129
	Iteration 30Q: 3 clusters Score -1.565953e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -15659603.000000 Penalty: 5808.182129
	Iteration 31Q: 3 clusters Score -1.56596e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -15659637.000000 Penalty: 5808.182129
	Iteration 32Q: 3 clusters Score -1.565964e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 118680 members 
Entering Unmasked Estep 
Score: -15659674.000000 Penalty: 5808.182129
	Iteration 33Q: 3 clusters Score -1.565967e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -15659708.000000 Penalty: 5808.182129
	Iteration 34Q: 3 clusters Score -1.565971e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -15659734.000000 Penalty: 5808.182129
	Iteration 35Q: 3 clusters Score -1.565973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 119012 members 
Entering Unmasked Estep 
Score: -15659752.000000 Penalty: 5808.182129
	Iteration 36Q: 3 clusters Score -1.565975e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 119103 members 
Entering Unmasked Estep 
Score: -15659777.000000 Penalty: 5808.182129
	Iteration 37Q: 3 clusters Score -1.565978e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 119183 members 
Entering Unmasked Estep 
Score: -15659803.000000 Penalty: 5808.182129
	Iteration 38Q: 3 clusters Score -1.56598e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 119262 members 
Entering Unmasked Estep 
Score: -15659828.000000 Penalty: 5808.182129
	Iteration 39Q: 3 clusters Score -1.565983e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -15659815.000000 Penalty: 5808.182129
	Iteration 40F: 3 clusters Score -1.565982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -15659816.000000 Penalty: 5808.182129
	Iteration 41Q: 3 clusters Score -1.565982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
Score: -15659842.000000 Penalty: 5808.182129
	Iteration 42Q: 3 clusters Score -1.565984e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -15659855.000000 Penalty: 5808.182129
	Iteration 43Q: 3 clusters Score -1.565986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 119563 members 
Entering Unmasked Estep 
Score: -15659862.000000 Penalty: 5808.182129
	Iteration 44Q: 3 clusters Score -1.565986e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -15659877.000000 Penalty: 5808.182129
	Iteration 45Q: 3 clusters Score -1.565988e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -15659901.000000 Penalty: 5808.182129
	Iteration 46Q: 3 clusters Score -1.56599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -15659915.000000 Penalty: 5808.182129
	Iteration 47Q: 3 clusters Score -1.565992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -15659927.000000 Penalty: 5808.182129
	Iteration 48Q: 3 clusters Score -1.565993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -15659919.000000 Penalty: 5808.182129
	Iteration 49Q: 3 clusters Score -1.565992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 119848 members 
Entering Unmasked Estep 
Score: -15659912.000000 Penalty: 5808.182129
	Iteration 50Q: 3 clusters Score -1.565991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -15659943.000000 Penalty: 5808.182129
	Iteration 51Q: 3 clusters Score -1.565994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -15659931.000000 Penalty: 5808.182129
	Iteration 52Q: 3 clusters Score -1.565993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -15659939.000000 Penalty: 5808.182129
	Iteration 53Q: 3 clusters Score -1.565994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 119919 members 
Entering Unmasked Estep 
Score: -15659950.000000 Penalty: 5808.182129
	Iteration 54Q: 3 clusters Score -1.565995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 119933 members 
Entering Unmasked Estep 
Score: -15659937.000000 Penalty: 5808.182129
	Iteration 55Q: 3 clusters Score -1.565994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 119948 members 
Entering Unmasked Estep 
Score: -15659945.000000 Penalty: 5808.182129
	Iteration 56Q: 3 clusters Score -1.565994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -15659948.000000 Penalty: 5808.182129
	Iteration 57Q: 3 clusters Score -1.565995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 119967 members 
Entering Unmasked Estep 
Score: -15659946.000000 Penalty: 5808.182129
	Iteration 58Q: 3 clusters Score -1.565995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -15659965.000000 Penalty: 5808.182129
	Iteration 59Q: 3 clusters Score -1.565996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -15659958.000000 Penalty: 5808.182129
	Iteration 60F: 3 clusters Score -1.565996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -15659958.000000 Penalty: 5808.182129
	Iteration 61Q: 3 clusters Score -1.565996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -15659952.000000 Penalty: 5808.182129
	Iteration 62Q: 3 clusters Score -1.565995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 119993 members 
Entering Unmasked Estep 
Score: -15659956.000000 Penalty: 5808.182129
	Iteration 63Q: 3 clusters Score -1.565996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 119997 members 
Entering Unmasked Estep 
Score: -15659952.000000 Penalty: 5808.182129
	Iteration 64Q: 3 clusters Score -1.565995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -15659950.000000 Penalty: 5808.182129
	Iteration 65Q: 3 clusters Score -1.565995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -15659952.000000 Penalty: 5808.182129
	Iteration 66Q: 3 clusters Score -1.565995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 120000 members 
Entering Unmasked Estep 
Score: -15659947.000000 Penalty: 5808.182129
	Iteration 67Q: 3 clusters Score -1.565995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 120001 members 
Entering Unmasked Estep 
Score: -15659954.000000 Penalty: 5808.182129
	Iteration 68Q: 3 clusters Score -1.565995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -15659950.000000 Penalty: 5808.182129
	Iteration 69Q: 3 clusters Score -1.565995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -15659950.000000 Penalty: 5808.182129
	Iteration 70F: 3 clusters Score -1.565995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Entering Unmasked Estep 
Score: -2517084.000000 Penalty: 2450.699951
	Iteration 0F: 2 clusters Score -2517084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2503229.250000 Penalty: 4901.399902
	Iteration 0F: 3 clusters Score -2503229 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2507863.500000 Penalty: 4901.399902
	Iteration 1F: 3 clusters Score -2507864 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2508172.750000 Penalty: 4901.399902
	Iteration 2Q: 3 clusters Score -2508173 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2508397.500000 Penalty: 4901.399902
	Iteration 3Q: 3 clusters Score -2508398 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2508569.500000 Penalty: 4901.399902
	Iteration 4Q: 3 clusters Score -2508570 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2508707.000000 Penalty: 4901.399902
	Iteration 5Q: 3 clusters Score -2508707 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2508813.250000 Penalty: 4901.399902
	Iteration 6Q: 3 clusters Score -2508813 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2508904.000000 Penalty: 4901.399902
	Iteration 7Q: 3 clusters Score -2508904 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2508982.750000 Penalty: 4901.399902
	Iteration 8Q: 3 clusters Score -2508983 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2509066.250000 Penalty: 4901.399902
	Iteration 9Q: 3 clusters Score -2509066 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2509125.500000 Penalty: 4901.399902
	Iteration 10Q: 3 clusters Score -2509126 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2509211.250000 Penalty: 4901.399902
	Iteration 11Q: 3 clusters Score -2509211 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2509298.500000 Penalty: 4901.399902
	Iteration 12Q: 3 clusters Score -2509298 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2509398.000000 Penalty: 4901.399902
	Iteration 13Q: 3 clusters Score -2509398 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2509540.500000 Penalty: 4901.399902
	Iteration 14Q: 3 clusters Score -2509540 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2509724.750000 Penalty: 4901.399902
	Iteration 15Q: 3 clusters Score -2509725 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2509993.500000 Penalty: 4901.399902
	Iteration 16Q: 3 clusters Score -2509994 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2510434.500000 Penalty: 4901.399902
	Iteration 17Q: 3 clusters Score -2510434 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2511143.750000 Penalty: 4901.399902
	Iteration 18F: 3 clusters Score -2511144 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2512044.750000 Penalty: 4901.399902
	Iteration 19F: 3 clusters Score -2512045 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2513025.000000 Penalty: 4901.399902
	Iteration 20F: 3 clusters Score -2513025 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2513780.250000 Penalty: 4901.399902
	Iteration 21Q: 3 clusters Score -2513780 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2514294.000000 Penalty: 4901.399902
	Iteration 22Q: 3 clusters Score -2514294 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2514557.750000 Penalty: 4901.399902
	Iteration 23Q: 3 clusters Score -2514558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2514700.750000 Penalty: 4901.399902
	Iteration 24Q: 3 clusters Score -2514701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2514786.750000 Penalty: 4901.399902
	Iteration 25Q: 3 clusters Score -2514787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2514842.000000 Penalty: 4901.399902
	Iteration 26Q: 3 clusters Score -2514842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2514877.250000 Penalty: 4901.399902
	Iteration 27Q: 3 clusters Score -2514877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2514897.750000 Penalty: 4901.399902
	Iteration 28Q: 3 clusters Score -2514898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2514909.500000 Penalty: 4901.399902
	Iteration 29Q: 3 clusters Score -2514910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2514914.250000 Penalty: 4901.399902
	Iteration 30Q: 3 clusters Score -2514914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2514927.500000 Penalty: 4901.399902
	Iteration 31Q: 3 clusters Score -2514928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2514927.500000 Penalty: 4901.399902
	Iteration 32Q: 3 clusters Score -2514928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2514929.500000 Penalty: 4901.399902
	Iteration 33Q: 3 clusters Score -2514930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2514932.000000 Penalty: 4901.399902
	Iteration 34Q: 3 clusters Score -2514932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2514932.000000 Penalty: 4901.399902
	Iteration 35F: 3 clusters Score -2514932 nChanged 0
--- Evaluating fit on full set of 3570476 points ---
Entering Unmasked Estep 
Score: -451459328.000000 Penalty: 74837.515625
20->21 Clusters: Score -451459328.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1190158 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 59786 members 
Mstep: Class 3 contains 59060 members 
Mstep: Class 4 contains 59396 members 
Mstep: Class 5 contains 59086 members 
Mstep: Class 6 contains 59166 members 
Mstep: Class 7 contains 59920 members 
Mstep: Class 8 contains 59688 members 
Mstep: Class 9 contains 59236 members 
Mstep: Class 10 contains 59829 members 
Mstep: Class 11 contains 59642 members 
Mstep: Class 12 contains 59908 members 
Mstep: Class 13 contains 59571 members 
Mstep: Class 14 contains 59775 members 
Mstep: Class 15 contains 59532 members 
Mstep: Class 16 contains 59283 members 
Mstep: Class 17 contains 59800 members 
Mstep: Class 18 contains 59274 members 
Mstep: Class 19 contains 59414 members 
Mstep: Class 20 contains 59714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 253.619537 but Gain 3469.421875
Score: -144084608.000000 Penalty: 65918.976562
Iteration 0F: 20 clusters Score -1.440846e+08 nChanged 1127251
Entering Unmasked Mstep 
Mstep: Class 0 contains 2926 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 74792 members 
Mstep: Class 3 contains 283857 members 
Mstep: Class 4 contains 47898 members 
Mstep: Class 5 contains 15414 members 
Mstep: Class 6 contains 77346 members 
Mstep: Class 7 contains 83080 members 
Mstep: Class 8 contains 16321 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 38688 members 
Mstep: Class 11 contains 133708 members 
Mstep: Class 12 contains 69452 members 
Mstep: Class 13 contains 80545 members 
Mstep: Class 14 contains 98760 members 
Mstep: Class 15 contains 8532 members 
Mstep: Class 16 contains 15532 members 
Mstep: Class 17 contains 41887 members 
Mstep: Class 18 contains 13912 members 
Mstep: Class 20 contains 28833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001424.000000 Penalty: 65918.976562
Iteration 1F: 20 clusters Score -1.480014e+08 nChanged 370569
Entering Unmasked Mstep 
Mstep: Class 0 contains 3135 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 70203 members 
Mstep: Class 3 contains 354846 members 
Mstep: Class 4 contains 35045 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 77227 members 
Mstep: Class 7 contains 76180 members 
Mstep: Class 8 contains 7485 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 25176 members 
Mstep: Class 11 contains 164867 members 
Mstep: Class 12 contains 81422 members 
Mstep: Class 13 contains 69095 members 
Mstep: Class 14 contains 100017 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 12627 members 
Mstep: Class 17 contains 26083 members 
Mstep: Class 18 contains 6989 members 
Mstep: Class 20 contains 11290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3148.862061 but Gain 3469.417969
Score: -148506256.000000 Penalty: 62449.558594
Iteration 2F: 19 clusters Score -1.485063e+08 nChanged 266972
Entering Unmasked Mstep 
Mstep: Class 0 contains 3007 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 72677 members 
Mstep: Class 3 contains 377579 members 
Mstep: Class 4 contains 22439 members 
Mstep: Class 6 contains 72932 members 
Mstep: Class 7 contains 65253 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 14311 members 
Mstep: Class 11 contains 201343 members 
Mstep: Class 12 contains 89204 members 
Mstep: Class 13 contains 74806 members 
Mstep: Class 14 contains 96581 members 
Mstep: Class 15 contains 6170 members 
Mstep: Class 16 contains 10843 members 
Mstep: Class 17 contains 18590 members 
Mstep: Class 18 contains 4136 members 
Mstep: Class 20 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2213.491211 but Gain 3469.421875
Score: -148700960.000000 Penalty: 58980.136719
Iteration 3F: 18 clusters Score -1.48701e+08 nChanged 214501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2711 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 77257 members 
Mstep: Class 3 contains 359959 members 
Mstep: Class 4 contains 13029 members 
Mstep: Class 6 contains 67501 members 
Mstep: Class 7 contains 55048 members 
Mstep: Class 9 contains 343 members 
Mstep: Class 10 contains 5993 members 
Mstep: Class 11 contains 248981 members 
Mstep: Class 12 contains 96800 members 
Mstep: Class 13 contains 86648 members 
Mstep: Class 14 contains 92675 members 
Mstep: Class 15 contains 7639 members 
Mstep: Class 16 contains 10828 members 
Mstep: Class 17 contains 12590 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 20 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1382.506470 but Gain 3469.417969
Score: -148885856.000000 Penalty: 55510.718750
Iteration 4F: 17 clusters Score -1.488859e+08 nChanged 178815
Entering Unmasked Mstep 
Mstep: Class 0 contains 2320 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 81953 members 
Mstep: Class 3 contains 361907 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 6 contains 60322 members 
Mstep: Class 7 contains 45626 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 1781 members 
Mstep: Class 11 contains 267900 members 
Mstep: Class 12 contains 105975 members 
Mstep: Class 13 contains 93433 members 
Mstep: Class 14 contains 88083 members 
Mstep: Class 15 contains 8894 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 6794 members 
Mstep: Class 18 contains 2878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3240.363525 but Gain 3469.421875
Score: -149039760.000000 Penalty: 52041.296875
Iteration 5F: 16 clusters Score -1.490398e+08 nChanged 143168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 87944 members 
Mstep: Class 3 contains 365876 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 6 contains 54832 members 
Mstep: Class 7 contains 38697 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 264071 members 
Mstep: Class 12 contains 122234 members 
Mstep: Class 13 contains 96007 members 
Mstep: Class 14 contains 85263 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 17305 members 
Mstep: Class 17 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149157392.000000 Penalty: 52041.296875
Iteration 6F: 16 clusters Score -1.491574e+08 nChanged 115130
Entering Unmasked Mstep 
Mstep: Class 0 contains 906 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 93542 members 
Mstep: Class 3 contains 363075 members 
Mstep: Class 4 contains 4943 members 
Mstep: Class 6 contains 49879 members 
Mstep: Class 7 contains 33394 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 255488 members 
Mstep: Class 12 contains 142249 members 
Mstep: Class 13 contains 96744 members 
Mstep: Class 14 contains 83252 members 
Mstep: Class 15 contains 10075 members 
Mstep: Class 16 contains 22078 members 
Mstep: Class 17 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149273888.000000 Penalty: 52041.296875
Iteration 7F: 16 clusters Score -1.492739e+08 nChanged 98271
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 97857 members 
Mstep: Class 3 contains 358957 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 6 contains 45006 members 
Mstep: Class 7 contains 29125 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 244765 members 
Mstep: Class 12 contains 164852 members 
Mstep: Class 13 contains 96303 members 
Mstep: Class 14 contains 81436 members 
Mstep: Class 15 contains 10069 members 
Mstep: Class 16 contains 27058 members 
Mstep: Class 17 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149342064.000000 Penalty: 52041.296875
Iteration 8F: 16 clusters Score -1.493421e+08 nChanged 84446
Entering Unmasked Mstep 
Mstep: Class 0 contains 381 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 100990 members 
Mstep: Class 3 contains 353484 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 6 contains 40442 members 
Mstep: Class 7 contains 25652 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 232085 members 
Mstep: Class 12 contains 189164 members 
Mstep: Class 13 contains 95527 members 
Mstep: Class 14 contains 80064 members 
Mstep: Class 15 contains 9961 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149393344.000000 Penalty: 52041.296875
Iteration 9F: 16 clusters Score -1.493933e+08 nChanged 79697
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 105174 members 
Mstep: Class 3 contains 346104 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 6 contains 36655 members 
Mstep: Class 7 contains 23045 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 214675 members 
Mstep: Class 12 contains 214803 members 
Mstep: Class 13 contains 94658 members 
Mstep: Class 14 contains 79810 members 
Mstep: Class 15 contains 9830 members 
Mstep: Class 16 contains 36741 members 
Mstep: Class 17 contains 3463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149429456.000000 Penalty: 52041.296875
Iteration 10F: 16 clusters Score -1.494295e+08 nChanged 72784
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 111775 members 
Mstep: Class 3 contains 340532 members 
Mstep: Class 4 contains 4477 members 
Mstep: Class 6 contains 34284 members 
Mstep: Class 7 contains 21098 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 198804 members 
Mstep: Class 12 contains 230410 members 
Mstep: Class 13 contains 93486 members 
Mstep: Class 14 contains 80464 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 40947 members 
Mstep: Class 17 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149446512.000000 Penalty: 52041.296875
Iteration 11F: 16 clusters Score -1.494465e+08 nChanged 61479
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 120244 members 
Mstep: Class 3 contains 336450 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 6 contains 32821 members 
Mstep: Class 7 contains 19400 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 190173 members 
Mstep: Class 12 contains 232964 members 
Mstep: Class 13 contains 92656 members 
Mstep: Class 14 contains 81494 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 44731 members 
Mstep: Class 17 contains 4738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149462032.000000 Penalty: 52041.296875
Iteration 12F: 16 clusters Score -1.49462e+08 nChanged 52992
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 129970 members 
Mstep: Class 3 contains 333344 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 6 contains 31681 members 
Mstep: Class 7 contains 17693 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 11 contains 186118 members 
Mstep: Class 12 contains 227941 members 
Mstep: Class 13 contains 92211 members 
Mstep: Class 14 contains 82607 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 48157 members 
Mstep: Class 17 contains 5222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149479088.000000 Penalty: 52041.296875
Iteration 13Q: 16 clusters Score -1.494791e+08 nChanged 48027
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 140307 members 
Mstep: Class 3 contains 329855 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 6 contains 30801 members 
Mstep: Class 7 contains 16058 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 183805 members 
Mstep: Class 12 contains 220287 members 
Mstep: Class 13 contains 92005 members 
Mstep: Class 14 contains 83850 members 
Mstep: Class 15 contains 9200 members 
Mstep: Class 16 contains 51301 members 
Mstep: Class 17 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149494608.000000 Penalty: 52041.296875
Iteration 14Q: 16 clusters Score -1.494946e+08 nChanged 43965
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 150718 members 
Mstep: Class 3 contains 325833 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 6 contains 30260 members 
Mstep: Class 7 contains 14492 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 182166 members 
Mstep: Class 12 contains 211743 members 
Mstep: Class 13 contains 92123 members 
Mstep: Class 14 contains 85377 members 
Mstep: Class 15 contains 8987 members 
Mstep: Class 16 contains 54031 members 
Mstep: Class 17 contains 6016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149507808.000000 Penalty: 52041.296875
Iteration 15Q: 16 clusters Score -1.495078e+08 nChanged 40509
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 160891 members 
Mstep: Class 3 contains 321294 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 6 contains 29953 members 
Mstep: Class 7 contains 13030 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 180666 members 
Mstep: Class 12 contains 203425 members 
Mstep: Class 13 contains 92313 members 
Mstep: Class 14 contains 87289 members 
Mstep: Class 15 contains 8761 members 
Mstep: Class 16 contains 56379 members 
Mstep: Class 17 contains 6365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149521920.000000 Penalty: 52041.296875
Iteration 16Q: 16 clusters Score -1.495219e+08 nChanged 36543
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 170728 members 
Mstep: Class 3 contains 315654 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 6 contains 29672 members 
Mstep: Class 7 contains 11674 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 179485 members 
Mstep: Class 12 contains 196102 members 
Mstep: Class 13 contains 92504 members 
Mstep: Class 14 contains 89603 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 58387 members 
Mstep: Class 17 contains 6677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149533984.000000 Penalty: 52041.296875
Iteration 17Q: 16 clusters Score -1.49534e+08 nChanged 34080
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 181259 members 
Mstep: Class 3 contains 309057 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 6 contains 29397 members 
Mstep: Class 7 contains 10511 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 11 contains 178043 members 
Mstep: Class 12 contains 189665 members 
Mstep: Class 13 contains 92674 members 
Mstep: Class 14 contains 91921 members 
Mstep: Class 15 contains 8489 members 
Mstep: Class 16 contains 59994 members 
Mstep: Class 17 contains 6947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149543872.000000 Penalty: 52041.296875
Iteration 18Q: 16 clusters Score -1.495439e+08 nChanged 34005
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 194326 members 
Mstep: Class 3 contains 301065 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 6 contains 28886 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 176287 members 
Mstep: Class 12 contains 183723 members 
Mstep: Class 13 contains 92693 members 
Mstep: Class 14 contains 93711 members 
Mstep: Class 15 contains 8327 members 
Mstep: Class 16 contains 61239 members 
Mstep: Class 17 contains 7219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149550608.000000 Penalty: 52041.296875
Iteration 19Q: 16 clusters Score -1.495506e+08 nChanged 36121
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 210382 members 
Mstep: Class 3 contains 291905 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 6 contains 27977 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 173941 members 
Mstep: Class 12 contains 178323 members 
Mstep: Class 13 contains 92659 members 
Mstep: Class 14 contains 94630 members 
Mstep: Class 15 contains 8048 members 
Mstep: Class 16 contains 62210 members 
Mstep: Class 17 contains 7441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149557216.000000 Penalty: 52041.296875
Iteration 20F: 16 clusters Score -1.495572e+08 nChanged 40762
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 229094 members 
Mstep: Class 3 contains 281928 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 6 contains 26682 members 
Mstep: Class 7 contains 7862 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 171359 members 
Mstep: Class 12 contains 173347 members 
Mstep: Class 13 contains 92473 members 
Mstep: Class 14 contains 94386 members 
Mstep: Class 15 contains 7618 members 
Mstep: Class 16 contains 63031 members 
Mstep: Class 17 contains 7641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149560160.000000 Penalty: 52041.296875
Iteration 21Q: 16 clusters Score -1.495602e+08 nChanged 46378
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 249068 members 
Mstep: Class 3 contains 271721 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 6 contains 25064 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 168873 members 
Mstep: Class 12 contains 168950 members 
Mstep: Class 13 contains 92059 members 
Mstep: Class 14 contains 93304 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 63657 members 
Mstep: Class 17 contains 7795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149560464.000000 Penalty: 52041.296875
Iteration 22Q: 16 clusters Score -1.495605e+08 nChanged 47336
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 265073 members 
Mstep: Class 3 contains 262124 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 6 contains 23481 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 167957 members 
Mstep: Class 12 contains 166307 members 
Mstep: Class 13 contains 91639 members 
Mstep: Class 14 contains 92201 members 
Mstep: Class 15 contains 7401 members 
Mstep: Class 16 contains 64168 members 
Mstep: Class 17 contains 7908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149560208.000000 Penalty: 52041.296875
Iteration 23Q: 16 clusters Score -1.495602e+08 nChanged 43661
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 273518 members 
Mstep: Class 3 contains 254514 members 
Mstep: Class 4 contains 4492 members 
Mstep: Class 6 contains 22300 members 
Mstep: Class 7 contains 6229 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1130 members 
Mstep: Class 11 contains 168785 members 
Mstep: Class 12 contains 166056 members 
Mstep: Class 13 contains 91128 members 
Mstep: Class 14 contains 91947 members 
Mstep: Class 15 contains 7806 members 
Mstep: Class 16 contains 64836 members 
Mstep: Class 17 contains 7994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149558032.000000 Penalty: 52041.296875
Iteration 24Q: 16 clusters Score -1.49558e+08 nChanged 37180
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 274476 members 
Mstep: Class 3 contains 249529 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 6 contains 21449 members 
Mstep: Class 7 contains 5778 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 170628 members 
Mstep: Class 12 contains 168080 members 
Mstep: Class 13 contains 90578 members 
Mstep: Class 14 contains 92747 members 
Mstep: Class 15 contains 8385 members 
Mstep: Class 16 contains 65645 members 
Mstep: Class 17 contains 8051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149558288.000000 Penalty: 52041.296875
Iteration 25Q: 16 clusters Score -1.495583e+08 nChanged 30778
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 270243 members 
Mstep: Class 3 contains 246597 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 6 contains 20835 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 173006 members 
Mstep: Class 12 contains 171482 members 
Mstep: Class 13 contains 90027 members 
Mstep: Class 14 contains 94194 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 66622 members 
Mstep: Class 17 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149561328.000000 Penalty: 52041.296875
Iteration 26Q: 16 clusters Score -1.495613e+08 nChanged 26132
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 263136 members 
Mstep: Class 3 contains 244831 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 6 contains 20377 members 
Mstep: Class 7 contains 5024 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 175133 members 
Mstep: Class 12 contains 175478 members 
Mstep: Class 13 contains 89577 members 
Mstep: Class 14 contains 96588 members 
Mstep: Class 15 contains 9696 members 
Mstep: Class 16 contains 67694 members 
Mstep: Class 17 contains 8121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149564560.000000 Penalty: 52041.296875
Iteration 27Q: 16 clusters Score -1.495646e+08 nChanged 23118
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 254606 members 
Mstep: Class 3 contains 243755 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 6 contains 20056 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 1159 members 
Mstep: Class 11 contains 176885 members 
Mstep: Class 12 contains 179396 members 
Mstep: Class 13 contains 89133 members 
Mstep: Class 14 contains 99788 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 68829 members 
Mstep: Class 17 contains 8136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149567536.000000 Penalty: 52041.296875
Iteration 28Q: 16 clusters Score -1.495675e+08 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 245901 members 
Mstep: Class 3 contains 242577 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 6 contains 19760 members 
Mstep: Class 7 contains 4453 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 178315 members 
Mstep: Class 12 contains 182972 members 
Mstep: Class 13 contains 88776 members 
Mstep: Class 14 contains 103671 members 
Mstep: Class 15 contains 11060 members 
Mstep: Class 16 contains 69895 members 
Mstep: Class 17 contains 8154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149570464.000000 Penalty: 52041.296875
Iteration 29Q: 16 clusters Score -1.495705e+08 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 237480 members 
Mstep: Class 3 contains 241376 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 6 contains 19541 members 
Mstep: Class 7 contains 4226 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 179424 members 
Mstep: Class 12 contains 185931 members 
Mstep: Class 13 contains 88463 members 
Mstep: Class 14 contains 108069 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 70856 members 
Mstep: Class 17 contains 8164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149574336.000000 Penalty: 52041.296875
Iteration 30Q: 16 clusters Score -1.495743e+08 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 229883 members 
Mstep: Class 3 contains 240065 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 6 contains 19356 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 180202 members 
Mstep: Class 12 contains 188109 members 
Mstep: Class 13 contains 88118 members 
Mstep: Class 14 contains 112925 members 
Mstep: Class 15 contains 12471 members 
Mstep: Class 16 contains 71719 members 
Mstep: Class 17 contains 8175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149578848.000000 Penalty: 52041.296875
Iteration 31Q: 16 clusters Score -1.495788e+08 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 223433 members 
Mstep: Class 3 contains 238741 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 6 contains 19216 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 180616 members 
Mstep: Class 12 contains 189416 members 
Mstep: Class 13 contains 87746 members 
Mstep: Class 14 contains 118016 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 72470 members 
Mstep: Class 17 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149583664.000000 Penalty: 52041.296875
Iteration 32Q: 16 clusters Score -1.495837e+08 nChanged 15739
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 217953 members 
Mstep: Class 3 contains 237397 members 
Mstep: Class 4 contains 4465 members 
Mstep: Class 6 contains 19031 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1159 members 
Mstep: Class 11 contains 180829 members 
Mstep: Class 12 contains 189910 members 
Mstep: Class 13 contains 87402 members 
Mstep: Class 14 contains 123342 members 
Mstep: Class 15 contains 13813 members 
Mstep: Class 16 contains 73098 members 
Mstep: Class 17 contains 8193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149586848.000000 Penalty: 52041.296875
Iteration 33Q: 16 clusters Score -1.495868e+08 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 213425 members 
Mstep: Class 3 contains 236190 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 6 contains 18754 members 
Mstep: Class 7 contains 3464 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 180845 members 
Mstep: Class 12 contains 189684 members 
Mstep: Class 13 contains 87058 members 
Mstep: Class 14 contains 128743 members 
Mstep: Class 15 contains 14483 members 
Mstep: Class 16 contains 73560 members 
Mstep: Class 17 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149589024.000000 Penalty: 52041.296875
Iteration 34Q: 16 clusters Score -1.49589e+08 nChanged 13865
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 209508 members 
Mstep: Class 3 contains 234878 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 3276 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 180646 members 
Mstep: Class 12 contains 189108 members 
Mstep: Class 13 contains 86713 members 
Mstep: Class 14 contains 134377 members 
Mstep: Class 15 contains 15163 members 
Mstep: Class 16 contains 73885 members 
Mstep: Class 17 contains 8215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149591888.000000 Penalty: 52041.296875
Iteration 35Q: 16 clusters Score -1.495919e+08 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 206227 members 
Mstep: Class 3 contains 233595 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 180190 members 
Mstep: Class 12 contains 188289 members 
Mstep: Class 13 contains 86355 members 
Mstep: Class 14 contains 140005 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 74132 members 
Mstep: Class 17 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149594512.000000 Penalty: 52041.296875
Iteration 36Q: 16 clusters Score -1.495945e+08 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 203579 members 
Mstep: Class 3 contains 232306 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 6 contains 17798 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 179376 members 
Mstep: Class 12 contains 187270 members 
Mstep: Class 13 contains 86043 members 
Mstep: Class 14 contains 145645 members 
Mstep: Class 15 contains 16462 members 
Mstep: Class 16 contains 74275 members 
Mstep: Class 17 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149596288.000000 Penalty: 52041.296875
Iteration 37Q: 16 clusters Score -1.495963e+08 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 201393 members 
Mstep: Class 3 contains 230915 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 6 contains 17448 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 178469 members 
Mstep: Class 12 contains 186196 members 
Mstep: Class 13 contains 85739 members 
Mstep: Class 14 contains 151243 members 
Mstep: Class 15 contains 17120 members 
Mstep: Class 16 contains 74253 members 
Mstep: Class 17 contains 8243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149598112.000000 Penalty: 52041.296875
Iteration 38Q: 16 clusters Score -1.495981e+08 nChanged 11516
Entering ConstructFrom: 
Score: -149598112.000000 Penalty: 52041.296875
Entering ConstructFrom: 
Trying to split cluster 1 (27833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Entering Unmasked Estep 
Score: -3636817.000000 Penalty: 2538.026367
	Iteration 0F: 2 clusters Score -3636817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3617629.250000 Penalty: 5076.052734
	Iteration 0F: 3 clusters Score -3617629 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3624416.500000 Penalty: 5076.052734
	Iteration 1F: 3 clusters Score -3624416 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3624888.500000 Penalty: 5076.052734
	Iteration 2Q: 3 clusters Score -3624888 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3625317.250000 Penalty: 5076.052734
	Iteration 3Q: 3 clusters Score -3625317 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3625840.250000 Penalty: 5076.052734
	Iteration 4Q: 3 clusters Score -3625840 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3626491.000000 Penalty: 5076.052734
	Iteration 5Q: 3 clusters Score -3626491 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3627352.750000 Penalty: 5076.052734
	Iteration 6F: 3 clusters Score -3627353 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3628577.500000 Penalty: 5076.052734
	Iteration 7F: 3 clusters Score -3628578 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3630089.750000 Penalty: 5076.052734
	Iteration 8F: 3 clusters Score -3630090 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3631624.500000 Penalty: 5076.052734
	Iteration 9F: 3 clusters Score -3631624 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3632944.000000 Penalty: 5076.052734
	Iteration 10F: 3 clusters Score -3632944 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3633736.500000 Penalty: 5076.052734
	Iteration 11Q: 3 clusters Score -3633736 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3634140.250000 Penalty: 5076.052734
	Iteration 12Q: 3 clusters Score -3634140 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3634305.500000 Penalty: 5076.052734
	Iteration 13Q: 3 clusters Score -3634306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3634425.500000 Penalty: 5076.052734
	Iteration 14Q: 3 clusters Score -3634426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3634481.250000 Penalty: 5076.052734
	Iteration 15Q: 3 clusters Score -3634481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3634504.000000 Penalty: 5076.052734
	Iteration 16Q: 3 clusters Score -3634504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3634527.250000 Penalty: 5076.052734
	Iteration 17Q: 3 clusters Score -3634527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3634541.750000 Penalty: 5076.052734
	Iteration 18Q: 3 clusters Score -3634542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3634552.000000 Penalty: 5076.052734
	Iteration 19Q: 3 clusters Score -3634552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3634559.500000 Penalty: 5076.052734
	Iteration 20F: 3 clusters Score -3634560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3634567.500000 Penalty: 5076.052734
	Iteration 21Q: 3 clusters Score -3634568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3634574.500000 Penalty: 5076.052734
	Iteration 22Q: 3 clusters Score -3634574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3634578.250000 Penalty: 5076.052734
	Iteration 23Q: 3 clusters Score -3634578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3634581.250000 Penalty: 5076.052734
	Iteration 24Q: 3 clusters Score -3634581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3634587.750000 Penalty: 5076.052734
	Iteration 25Q: 3 clusters Score -3634588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3634587.750000 Penalty: 5076.052734
	Iteration 26Q: 3 clusters Score -3634588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3634589.000000 Penalty: 5076.052734
	Iteration 27Q: 3 clusters Score -3634589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3634589.000000 Penalty: 5076.052734
	Iteration 28F: 3 clusters Score -3634589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (199558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199558 members 
Entering Unmasked Estep 
Score: -25441468.000000 Penalty: 3026.557373
	Iteration 0F: 2 clusters Score -2.544147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -25314376.000000 Penalty: 6053.114746
	Iteration 0F: 3 clusters Score -2.531438e+07 nChanged 95907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -25370696.000000 Penalty: 6053.114746
	Iteration 1F: 3 clusters Score -2.53707e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 102940 members 
Entering Unmasked Estep 
Score: -25372448.000000 Penalty: 6053.114746
	Iteration 2Q: 3 clusters Score -2.537245e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -25375316.000000 Penalty: 6053.114746
	Iteration 3Q: 3 clusters Score -2.537532e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -25379488.000000 Penalty: 6053.114746
	Iteration 4Q: 3 clusters Score -2.537949e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 109093 members 
Entering Unmasked Estep 
Score: -25384878.000000 Penalty: 6053.114746
	Iteration 5F: 3 clusters Score -2.538488e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 112190 members 
Entering Unmasked Estep 
Score: -25391904.000000 Penalty: 6053.114746
	Iteration 6F: 3 clusters Score -2.53919e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -25399616.000000 Penalty: 6053.114746
	Iteration 7F: 3 clusters Score -2.539962e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80500 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -25407516.000000 Penalty: 6053.114746
	Iteration 8F: 3 clusters Score -2.540752e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -25414460.000000 Penalty: 6053.114746
	Iteration 9F: 3 clusters Score -2.541446e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -25418666.000000 Penalty: 6053.114746
	Iteration 10Q: 3 clusters Score -2.541867e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 126715 members 
Entering Unmasked Estep 
Score: -25421112.000000 Penalty: 6053.114746
	Iteration 11Q: 3 clusters Score -2.542111e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -25422190.000000 Penalty: 6053.114746
	Iteration 12Q: 3 clusters Score -2.542219e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 131085 members 
Entering Unmasked Estep 
Score: -25422774.000000 Penalty: 6053.114746
	Iteration 13Q: 3 clusters Score -2.542277e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -25423252.000000 Penalty: 6053.114746
	Iteration 14Q: 3 clusters Score -2.542325e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -25423528.000000 Penalty: 6053.114746
	Iteration 15Q: 3 clusters Score -2.542353e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 138032 members 
Entering Unmasked Estep 
Score: -25424056.000000 Penalty: 6053.114746
	Iteration 16Q: 3 clusters Score -2.542406e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 140555 members 
Entering Unmasked Estep 
Score: -25424466.000000 Penalty: 6053.114746
	Iteration 17Q: 3 clusters Score -2.542447e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 143304 members 
Entering Unmasked Estep 
Score: -25424916.000000 Penalty: 6053.114746
	Iteration 18Q: 3 clusters Score -2.542492e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -25425520.000000 Penalty: 6053.114746
	Iteration 19Q: 3 clusters Score -2.542552e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 149314 members 
Entering Unmasked Estep 
Score: -25426372.000000 Penalty: 6053.114746
	Iteration 20F: 3 clusters Score -2.542637e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -25427168.000000 Penalty: 6053.114746
	Iteration 21Q: 3 clusters Score -2.542717e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -25427976.000000 Penalty: 6053.114746
	Iteration 22Q: 3 clusters Score -2.542798e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -25428898.000000 Penalty: 6053.114746
	Iteration 23Q: 3 clusters Score -2.54289e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -25429764.000000 Penalty: 6053.114746
	Iteration 24Q: 3 clusters Score -2.542976e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -25430776.000000 Penalty: 6053.114746
	Iteration 25Q: 3 clusters Score -2.543078e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 169509 members 
Entering Unmasked Estep 
Score: -25431846.000000 Penalty: 6053.114746
	Iteration 26Q: 3 clusters Score -2.543185e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -25432806.000000 Penalty: 6053.114746
	Iteration 27Q: 3 clusters Score -2.543281e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -25433548.000000 Penalty: 6053.114746
	Iteration 28Q: 3 clusters Score -2.543355e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 177969 members 
Entering Unmasked Estep 
Score: -25434488.000000 Penalty: 6053.114746
	Iteration 29Q: 3 clusters Score -2.543449e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -25435314.000000 Penalty: 6053.114746
	Iteration 30Q: 3 clusters Score -2.543531e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -25435896.000000 Penalty: 6053.114746
	Iteration 31Q: 3 clusters Score -2.54359e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 184872 members 
Entering Unmasked Estep 
Score: -25436476.000000 Penalty: 6053.114746
	Iteration 32Q: 3 clusters Score -2.543648e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 186758 members 
Entering Unmasked Estep 
Score: -25436950.000000 Penalty: 6053.114746
	Iteration 33Q: 3 clusters Score -2.543695e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 188445 members 
Entering Unmasked Estep 
Score: -25437400.000000 Penalty: 6053.114746
	Iteration 34Q: 3 clusters Score -2.54374e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 189931 members 
Entering Unmasked Estep 
Score: -25437980.000000 Penalty: 6053.114746
	Iteration 35Q: 3 clusters Score -2.543798e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 191168 members 
Entering Unmasked Estep 
Score: -25438332.000000 Penalty: 6053.114746
	Iteration 36Q: 3 clusters Score -2.543833e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 192258 members 
Entering Unmasked Estep 
Score: -25438592.000000 Penalty: 6053.114746
	Iteration 37Q: 3 clusters Score -2.543859e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -25438824.000000 Penalty: 6053.114746
	Iteration 38Q: 3 clusters Score -2.543882e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 193917 members 
Entering Unmasked Estep 
Score: -25439044.000000 Penalty: 6053.114746
	Iteration 39Q: 3 clusters Score -2.543904e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 194535 members 
Entering Unmasked Estep 
Score: -25439182.000000 Penalty: 6053.114746
	Iteration 40F: 3 clusters Score -2.543918e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 195022 members 
Entering Unmasked Estep 
Score: -25439286.000000 Penalty: 6053.114746
	Iteration 41Q: 3 clusters Score -2.543929e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 195396 members 
Entering Unmasked Estep 
Score: -25439470.000000 Penalty: 6053.114746
	Iteration 42Q: 3 clusters Score -2.543947e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -25439626.000000 Penalty: 6053.114746
	Iteration 43Q: 3 clusters Score -2.543963e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 195938 members 
Entering Unmasked Estep 
Score: -25439780.000000 Penalty: 6053.114746
	Iteration 44Q: 3 clusters Score -2.543978e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 196144 members 
Entering Unmasked Estep 
Score: -25439870.000000 Penalty: 6053.114746
	Iteration 45Q: 3 clusters Score -2.543987e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 196302 members 
Entering Unmasked Estep 
Score: -25440054.000000 Penalty: 6053.114746
	Iteration 46Q: 3 clusters Score -2.544005e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 196384 members 
Entering Unmasked Estep 
Score: -25440186.000000 Penalty: 6053.114746
	Iteration 47Q: 3 clusters Score -2.544019e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 196443 members 
Entering Unmasked Estep 
Score: -25440314.000000 Penalty: 6053.114746
	Iteration 48Q: 3 clusters Score -2.544031e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 196481 members 
Entering Unmasked Estep 
Score: -25440338.000000 Penalty: 6053.114746
	Iteration 49Q: 3 clusters Score -2.544034e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 196520 members 
Entering Unmasked Estep 
Score: -25440362.000000 Penalty: 6053.114746
	Iteration 50Q: 3 clusters Score -2.544036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 196530 members 
Entering Unmasked Estep 
Score: -25440378.000000 Penalty: 6053.114746
	Iteration 51Q: 3 clusters Score -2.544038e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 196527 members 
Entering Unmasked Estep 
Score: -25440408.000000 Penalty: 6053.114746
	Iteration 52Q: 3 clusters Score -2.544041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 196516 members 
Entering Unmasked Estep 
Score: -25440428.000000 Penalty: 6053.114746
	Iteration 53Q: 3 clusters Score -2.544043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 196514 members 
Entering Unmasked Estep 
Score: -25440458.000000 Penalty: 6053.114746
	Iteration 54Q: 3 clusters Score -2.544046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 196508 members 
Entering Unmasked Estep 
Score: -25440446.000000 Penalty: 6053.114746
	Iteration 55Q: 3 clusters Score -2.544045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 196508 members 
Entering Unmasked Estep 
Score: -25440464.000000 Penalty: 6053.114746
	Iteration 56Q: 3 clusters Score -2.544046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 196504 members 
Entering Unmasked Estep 
Score: -25440470.000000 Penalty: 6053.114746
	Iteration 57Q: 3 clusters Score -2.544047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 196500 members 
Entering Unmasked Estep 
Score: -25440476.000000 Penalty: 6053.114746
	Iteration 58Q: 3 clusters Score -2.544048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 196496 members 
Entering Unmasked Estep 
Score: -25440458.000000 Penalty: 6053.114746
	Iteration 59Q: 3 clusters Score -2.544046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 196495 members 
Entering Unmasked Estep 
Score: -25440456.000000 Penalty: 6053.114746
	Iteration 60F: 3 clusters Score -2.544046e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 196485 members 
Entering Unmasked Estep 
Score: -25440460.000000 Penalty: 6053.114746
	Iteration 61Q: 3 clusters Score -2.544046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 196487 members 
Entering Unmasked Estep 
Score: -25440470.000000 Penalty: 6053.114746
	Iteration 62Q: 3 clusters Score -2.544047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 196482 members 
Entering Unmasked Estep 
Score: -25440472.000000 Penalty: 6053.114746
	Iteration 63Q: 3 clusters Score -2.544047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 196484 members 
Entering Unmasked Estep 
Score: -25440476.000000 Penalty: 6053.114746
	Iteration 64Q: 3 clusters Score -2.544048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 196486 members 
Entering Unmasked Estep 
Score: -25440476.000000 Penalty: 6053.114746
	Iteration 65Q: 3 clusters Score -2.544048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 196484 members 
Entering Unmasked Estep 
Score: -25440480.000000 Penalty: 6053.114746
	Iteration 66Q: 3 clusters Score -2.544048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 196486 members 
Entering Unmasked Estep 
Score: -25440468.000000 Penalty: 6053.114746
	Iteration 67Q: 3 clusters Score -2.544047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 196490 members 
Entering Unmasked Estep 
Score: -25440444.000000 Penalty: 6053.114746
	Iteration 68Q: 3 clusters Score -2.544044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -25440460.000000 Penalty: 6053.114746
	Iteration 69Q: 3 clusters Score -2.544046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -25440438.000000 Penalty: 6053.114746
	Iteration 70Q: 3 clusters Score -2.544044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 196485 members 
Entering Unmasked Estep 
Score: -25440440.000000 Penalty: 6053.114746
	Iteration 71Q: 3 clusters Score -2.544044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 196482 members 
Entering Unmasked Estep 
Score: -25440456.000000 Penalty: 6053.114746
	Iteration 72Q: 3 clusters Score -2.544046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 196485 members 
Entering Unmasked Estep 
Score: -25440468.000000 Penalty: 6053.114746
	Iteration 73Q: 3 clusters Score -2.544047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 196483 members 
Entering Unmasked Estep 
Score: -25440464.000000 Penalty: 6053.114746
	Iteration 74Q: 3 clusters Score -2.544046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 196484 members 
Entering Unmasked Estep 
Score: -25440480.000000 Penalty: 6053.114746
	Iteration 75Q: 3 clusters Score -2.544048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 196487 members 
Entering Unmasked Estep 
Score: -25440488.000000 Penalty: 6053.114746
	Iteration 76Q: 3 clusters Score -2.544049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 196488 members 
Entering Unmasked Estep 
Score: -25440482.000000 Penalty: 6053.114746
	Iteration 77Q: 3 clusters Score -2.544048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 196488 members 
Entering Unmasked Estep 
Score: -25440482.000000 Penalty: 6053.114746
	Iteration 78F: 3 clusters Score -2.544048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229460 members 
Entering Unmasked Estep 
Score: -29320596.000000 Penalty: 3061.184082
	Iteration 0F: 2 clusters Score -2.93206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114507 members 
Mstep: Class 2 contains 114953 members 
Entering Unmasked Estep 
Score: -29179350.000000 Penalty: 6122.368164
	Iteration 0F: 3 clusters Score -2.917935e+07 nChanged 110294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -29244116.000000 Penalty: 6122.368164
	Iteration 1F: 3 clusters Score -2.924412e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106351 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -29245396.000000 Penalty: 6122.368164
	Iteration 2Q: 3 clusters Score -2.92454e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 127967 members 
Entering Unmasked Estep 
Score: -29247538.000000 Penalty: 6122.368164
	Iteration 3Q: 3 clusters Score -2.924754e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -29250988.000000 Penalty: 6122.368164
	Iteration 4Q: 3 clusters Score -2.925099e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 146315 members 
Entering Unmasked Estep 
Score: -29257038.000000 Penalty: 6122.368164
	Iteration 5F: 3 clusters Score -2.925704e+07 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 161149 members 
Entering Unmasked Estep 
Score: -29268104.000000 Penalty: 6122.368164
	Iteration 6F: 3 clusters Score -2.92681e+07 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -29283354.000000 Penalty: 6122.368164
	Iteration 7F: 3 clusters Score -2.928335e+07 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 196179 members 
Entering Unmasked Estep 
Score: -29297096.000000 Penalty: 6122.368164
	Iteration 8F: 3 clusters Score -2.92971e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 208429 members 
Entering Unmasked Estep 
Score: -29306378.000000 Penalty: 6122.368164
	Iteration 9F: 3 clusters Score -2.930638e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 215662 members 
Entering Unmasked Estep 
Score: -29310886.000000 Penalty: 6122.368164
	Iteration 10Q: 3 clusters Score -2.931089e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 219829 members 
Entering Unmasked Estep 
Score: -29313690.000000 Penalty: 6122.368164
	Iteration 11Q: 3 clusters Score -2.931369e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 222372 members 
Entering Unmasked Estep 
Score: -29315336.000000 Penalty: 6122.368164
	Iteration 12Q: 3 clusters Score -2.931534e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 224107 members 
Entering Unmasked Estep 
Score: -29316200.000000 Penalty: 6122.368164
	Iteration 13Q: 3 clusters Score -2.93162e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 225298 members 
Entering Unmasked Estep 
Score: -29316822.000000 Penalty: 6122.368164
	Iteration 14Q: 3 clusters Score -2.931682e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 226112 members 
Entering Unmasked Estep 
Score: -29317128.000000 Penalty: 6122.368164
	Iteration 15Q: 3 clusters Score -2.931713e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 226705 members 
Entering Unmasked Estep 
Score: -29317384.000000 Penalty: 6122.368164
	Iteration 16Q: 3 clusters Score -2.931738e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 227108 members 
Entering Unmasked Estep 
Score: -29317512.000000 Penalty: 6122.368164
	Iteration 17Q: 3 clusters Score -2.931751e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 227409 members 
Entering Unmasked Estep 
Score: -29317692.000000 Penalty: 6122.368164
	Iteration 18Q: 3 clusters Score -2.931769e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 227623 members 
Entering Unmasked Estep 
Score: -29317732.000000 Penalty: 6122.368164
	Iteration 19Q: 3 clusters Score -2.931773e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 227810 members 
Entering Unmasked Estep 
Score: -29317840.000000 Penalty: 6122.368164
	Iteration 20F: 3 clusters Score -2.931784e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 227944 members 
Entering Unmasked Estep 
Score: -29317864.000000 Penalty: 6122.368164
	Iteration 21Q: 3 clusters Score -2.931786e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 228042 members 
Entering Unmasked Estep 
Score: -29317922.000000 Penalty: 6122.368164
	Iteration 22Q: 3 clusters Score -2.931792e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -29317922.000000 Penalty: 6122.368164
	Iteration 23Q: 3 clusters Score -2.931792e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 228192 members 
Entering Unmasked Estep 
Score: -29317962.000000 Penalty: 6122.368164
	Iteration 24Q: 3 clusters Score -2.931796e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 228235 members 
Entering Unmasked Estep 
Score: -29317986.000000 Penalty: 6122.368164
	Iteration 25Q: 3 clusters Score -2.931799e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 228271 members 
Entering Unmasked Estep 
Score: -29317998.000000 Penalty: 6122.368164
	Iteration 26Q: 3 clusters Score -2.9318e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 228290 members 
Entering Unmasked Estep 
Score: -29318018.000000 Penalty: 6122.368164
	Iteration 27Q: 3 clusters Score -2.931802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 228308 members 
Entering Unmasked Estep 
Score: -29318014.000000 Penalty: 6122.368164
	Iteration 28Q: 3 clusters Score -2.931801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 228323 members 
Entering Unmasked Estep 
Score: -29318008.000000 Penalty: 6122.368164
	Iteration 29Q: 3 clusters Score -2.931801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 228339 members 
Entering Unmasked Estep 
Score: -29318028.000000 Penalty: 6122.368164
	Iteration 30Q: 3 clusters Score -2.931803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 228350 members 
Entering Unmasked Estep 
Score: -29318040.000000 Penalty: 6122.368164
	Iteration 31Q: 3 clusters Score -2.931804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 228367 members 
Entering Unmasked Estep 
Score: -29318042.000000 Penalty: 6122.368164
	Iteration 32Q: 3 clusters Score -2.931804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 228379 members 
Entering Unmasked Estep 
Score: -29318064.000000 Penalty: 6122.368164
	Iteration 33Q: 3 clusters Score -2.931806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 228398 members 
Entering Unmasked Estep 
Score: -29318080.000000 Penalty: 6122.368164
	Iteration 34Q: 3 clusters Score -2.931808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 228412 members 
Entering Unmasked Estep 
Score: -29318084.000000 Penalty: 6122.368164
	Iteration 35Q: 3 clusters Score -2.931808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 228422 members 
Entering Unmasked Estep 
Score: -29318090.000000 Penalty: 6122.368164
	Iteration 36Q: 3 clusters Score -2.931809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 228431 members 
Entering Unmasked Estep 
Score: -29318110.000000 Penalty: 6122.368164
	Iteration 37Q: 3 clusters Score -2.931811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 228442 members 
Entering Unmasked Estep 
Score: -29318112.000000 Penalty: 6122.368164
	Iteration 38Q: 3 clusters Score -2.931811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 228453 members 
Entering Unmasked Estep 
Score: -29318104.000000 Penalty: 6122.368164
	Iteration 39Q: 3 clusters Score -2.93181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 228464 members 
Entering Unmasked Estep 
Score: -29318096.000000 Penalty: 6122.368164
	Iteration 40F: 3 clusters Score -2.93181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 228474 members 
Entering Unmasked Estep 
Score: -29318096.000000 Penalty: 6122.368164
	Iteration 41Q: 3 clusters Score -2.93181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 228480 members 
Entering Unmasked Estep 
Score: -29318102.000000 Penalty: 6122.368164
	Iteration 42Q: 3 clusters Score -2.93181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 228480 members 
Entering Unmasked Estep 
Score: -29318104.000000 Penalty: 6122.368164
	Iteration 43Q: 3 clusters Score -2.93181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 228483 members 
Entering Unmasked Estep 
Score: -29318088.000000 Penalty: 6122.368164
	Iteration 44Q: 3 clusters Score -2.931809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 228482 members 
Entering Unmasked Estep 
Score: -29318094.000000 Penalty: 6122.368164
	Iteration 45Q: 3 clusters Score -2.931809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 228485 members 
Entering Unmasked Estep 
Score: -29318080.000000 Penalty: 6122.368164
	Iteration 46Q: 3 clusters Score -2.931808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 228490 members 
Entering Unmasked Estep 
Score: -29318090.000000 Penalty: 6122.368164
	Iteration 47Q: 3 clusters Score -2.931809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 228496 members 
Entering Unmasked Estep 
Score: -29318088.000000 Penalty: 6122.368164
	Iteration 48Q: 3 clusters Score -2.931809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 228499 members 
Entering Unmasked Estep 
Score: -29318082.000000 Penalty: 6122.368164
	Iteration 49Q: 3 clusters Score -2.931808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 228503 members 
Entering Unmasked Estep 
Score: -29318088.000000 Penalty: 6122.368164
	Iteration 50Q: 3 clusters Score -2.931809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 228502 members 
Entering Unmasked Estep 
Score: -29318086.000000 Penalty: 6122.368164
	Iteration 51Q: 3 clusters Score -2.931809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 228502 members 
Entering Unmasked Estep 
Score: -29318098.000000 Penalty: 6122.368164
	Iteration 52Q: 3 clusters Score -2.93181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 228501 members 
Entering Unmasked Estep 
Score: -29318090.000000 Penalty: 6122.368164
	Iteration 53Q: 3 clusters Score -2.931809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 228501 members 
Entering Unmasked Estep 
Score: -29318090.000000 Penalty: 6122.368164
	Iteration 54F: 3 clusters Score -2.931809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Entering Unmasked Estep 
Score: -555604.375000 Penalty: 2083.251953
	Iteration 0F: 2 clusters Score -555604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -551450.625000 Penalty: 4166.503906
	Iteration 0F: 3 clusters Score -551450.6 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -552445.437500 Penalty: 4166.503906
	Iteration 1F: 3 clusters Score -552445.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -552664.562500 Penalty: 4166.503906
	Iteration 2F: 3 clusters Score -552664.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -552822.250000 Penalty: 4166.503906
	Iteration 3F: 3 clusters Score -552822.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -552916.437500 Penalty: 4166.503906
	Iteration 4Q: 3 clusters Score -552916.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -552985.937500 Penalty: 4166.503906
	Iteration 5Q: 3 clusters Score -552985.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -553045.562500 Penalty: 4166.503906
	Iteration 6Q: 3 clusters Score -553045.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -553090.375000 Penalty: 4166.503906
	Iteration 7Q: 3 clusters Score -553090.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -553125.937500 Penalty: 4166.503906
	Iteration 8Q: 3 clusters Score -553125.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -553161.375000 Penalty: 4166.503906
	Iteration 9Q: 3 clusters Score -553161.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -553199.125000 Penalty: 4166.503906
	Iteration 10Q: 3 clusters Score -553199.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -553234.000000 Penalty: 4166.503906
	Iteration 11Q: 3 clusters Score -553234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -553269.437500 Penalty: 4166.503906
	Iteration 12Q: 3 clusters Score -553269.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -553304.750000 Penalty: 4166.503906
	Iteration 13Q: 3 clusters Score -553304.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -553336.562500 Penalty: 4166.503906
	Iteration 14Q: 3 clusters Score -553336.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -553379.062500 Penalty: 4166.503906
	Iteration 15Q: 3 clusters Score -553379.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -553426.312500 Penalty: 4166.503906
	Iteration 16Q: 3 clusters Score -553426.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -553476.062500 Penalty: 4166.503906
	Iteration 17Q: 3 clusters Score -553476.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -553529.875000 Penalty: 4166.503906
	Iteration 18Q: 3 clusters Score -553529.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -553595.750000 Penalty: 4166.503906
	Iteration 19Q: 3 clusters Score -553595.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -553676.937500 Penalty: 4166.503906
	Iteration 20F: 3 clusters Score -553676.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -553766.062500 Penalty: 4166.503906
	Iteration 21Q: 3 clusters Score -553766.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -553828.625000 Penalty: 4166.503906
	Iteration 22Q: 3 clusters Score -553828.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -553879.250000 Penalty: 4166.503906
	Iteration 23Q: 3 clusters Score -553879.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -553915.375000 Penalty: 4166.503906
	Iteration 24Q: 3 clusters Score -553915.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -553954.750000 Penalty: 4166.503906
	Iteration 25Q: 3 clusters Score -553954.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -553977.312500 Penalty: 4166.503906
	Iteration 26Q: 3 clusters Score -553977.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -553999.000000 Penalty: 4166.503906
	Iteration 27Q: 3 clusters Score -553999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -554010.500000 Penalty: 4166.503906
	Iteration 28Q: 3 clusters Score -554010.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -554017.250000 Penalty: 4166.503906
	Iteration 29Q: 3 clusters Score -554017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -554021.375000 Penalty: 4166.503906
	Iteration 30Q: 3 clusters Score -554021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -554025.562500 Penalty: 4166.503906
	Iteration 31Q: 3 clusters Score -554025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -554031.062500 Penalty: 4166.503906
	Iteration 32Q: 3 clusters Score -554031.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -554039.687500 Penalty: 4166.503906
	Iteration 33Q: 3 clusters Score -554039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -554041.750000 Penalty: 4166.503906
	Iteration 34Q: 3 clusters Score -554041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -554043.937500 Penalty: 4166.503906
	Iteration 35Q: 3 clusters Score -554043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -554047.312500 Penalty: 4166.503906
	Iteration 36Q: 3 clusters Score -554047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -554047.312500 Penalty: 4166.503906
	Iteration 37F: 3 clusters Score -554047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Entering Unmasked Estep 
Score: -2230090.500000 Penalty: 2415.716553
	Iteration 0F: 2 clusters Score -2230090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2217983.500000 Penalty: 4831.433105
	Iteration 0F: 3 clusters Score -2217984 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2221951.500000 Penalty: 4831.433105
	Iteration 1F: 3 clusters Score -2221952 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2222279.500000 Penalty: 4831.433105
	Iteration 2F: 3 clusters Score -2222280 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2222550.750000 Penalty: 4831.433105
	Iteration 3Q: 3 clusters Score -2222551 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2222780.500000 Penalty: 4831.433105
	Iteration 4Q: 3 clusters Score -2222780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2222978.500000 Penalty: 4831.433105
	Iteration 5Q: 3 clusters Score -2222978 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2223200.750000 Penalty: 4831.433105
	Iteration 6Q: 3 clusters Score -2223201 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2223499.000000 Penalty: 4831.433105
	Iteration 7Q: 3 clusters Score -2223499 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2223882.500000 Penalty: 4831.433105
	Iteration 8Q: 3 clusters Score -2223882 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2224389.250000 Penalty: 4831.433105
	Iteration 9Q: 3 clusters Score -2224389 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2225038.750000 Penalty: 4831.433105
	Iteration 10F: 3 clusters Score -2225039 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2225807.500000 Penalty: 4831.433105
	Iteration 11F: 3 clusters Score -2225808 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2226511.500000 Penalty: 4831.433105
	Iteration 12Q: 3 clusters Score -2226512 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2227073.500000 Penalty: 4831.433105
	Iteration 13Q: 3 clusters Score -2227074 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2227427.500000 Penalty: 4831.433105
	Iteration 14Q: 3 clusters Score -2227428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2227658.500000 Penalty: 4831.433105
	Iteration 15Q: 3 clusters Score -2227658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2227766.500000 Penalty: 4831.433105
	Iteration 16Q: 3 clusters Score -2227766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2227832.250000 Penalty: 4831.433105
	Iteration 17Q: 3 clusters Score -2227832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2227891.000000 Penalty: 4831.433105
	Iteration 18Q: 3 clusters Score -2227891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2227919.750000 Penalty: 4831.433105
	Iteration 19Q: 3 clusters Score -2227920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2227936.250000 Penalty: 4831.433105
	Iteration 20F: 3 clusters Score -2227936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2227947.500000 Penalty: 4831.433105
	Iteration 21Q: 3 clusters Score -2227948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2227949.000000 Penalty: 4831.433105
	Iteration 22Q: 3 clusters Score -2227949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2227949.000000 Penalty: 4831.433105
	Iteration 23F: 3 clusters Score -2227949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -364377.312500 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -364377.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -361287.718750 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -361287.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -361884.843750 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -361884.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -362038.531250 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -362038.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -362112.531250 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -362112.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -362150.343750 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -362150.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -362170.156250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -362170.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -362182.593750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -362182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -362197.187500 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -362197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -362206.156250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -362206.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -362211.687500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -362211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -362215.187500 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -362215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -362217.593750 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -362217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -362221.250000 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -362221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -362224.593750 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -362224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -362225.500000 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -362225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -362225.875000 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -362225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -362227.125000 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -362227.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -362227.125000 Penalty: 3919.817139
	Iteration 17F: 3 clusters Score -362227.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -240357.890625 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -240357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -237725.953125 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -237726 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -240906.500000 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -240906.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243423.921875 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -243423.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -244998.171875 Penalty: 3894.230957
	Iteration 3F: 3 clusters Score -244998.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -247043.531250 Penalty: 3894.230957
	Iteration 4F: 3 clusters Score -247043.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -247510.406250 Penalty: 3894.230957
	Iteration 5Q: 3 clusters Score -247510.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -248009.687500 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -248009.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -249006.656250 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -249006.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249116.390625 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -249116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -249277.156250 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -249277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -249375.906250 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -249375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -249396.609375 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -249396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -249398.750000 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -249398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -249400.703125 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -249400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -249402.812500 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -249402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -249417.875000 Penalty: 3894.230957
	Iteration 15F: 3 clusters Score -249417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -249452.359375 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -249452.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -249476.015625 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -249476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -249514.234375 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -249514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -249699.187500 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -249699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -249997.187500 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -249997.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -250400.765625 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -250400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -250404.359375 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -250404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250405.937500 Penalty: 3894.230957
	Iteration 23Q: 3 clusters Score -250405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -250409.718750 Penalty: 3894.230957
	Iteration 24Q: 3 clusters Score -250409.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250417.531250 Penalty: 3894.230957
	Iteration 25Q: 3 clusters Score -250417.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250430.593750 Penalty: 3894.230957
	Iteration 26Q: 3 clusters Score -250430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -250435.343750 Penalty: 3894.230957
	Iteration 27Q: 3 clusters Score -250435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -250438.750000 Penalty: 3894.230957
	Iteration 28Q: 3 clusters Score -250438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -250440.328125 Penalty: 3894.230957
	Iteration 29Q: 3 clusters Score -250440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -250440.328125 Penalty: 3894.230957
	Iteration 30F: 3 clusters Score -250440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 199558 members 
Mstep: Class 3 contains 229460 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 16997 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 177512 members 
Mstep: Class 12 contains 185097 members 
Mstep: Class 13 contains 85461 members 
Mstep: Class 14 contains 156831 members 
Mstep: Class 15 contains 17779 members 
Mstep: Class 16 contains 74115 members 
Mstep: Class 17 contains 8252 members 
Entering Unmasked Estep 
Score: -149608416.000000 Penalty: 55510.718750
Splitting cluster 9 changes total score from -149598112.000000 to -149608416.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -131317.562500 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -131317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -129381.460938 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -129381.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -129970.421875 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -129970.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130466.164062 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -130466.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -131064.656250 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -131064.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -131407.875000 Penalty: 3501.996338
	Iteration 4F: 3 clusters Score -131407.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -131649.578125 Penalty: 3501.996338
	Iteration 5F: 3 clusters Score -131649.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -131746.703125 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -131746.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131873.968750 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -131874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -131995.078125 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -131995.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -132203.000000 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -132203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -132444.890625 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -132444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -132538.156250 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -132538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132565.421875 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -132565.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132591.078125 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -132591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -132624.203125 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -132624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132653.687500 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -132653.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -132668.453125 Penalty: 3501.996338
	Iteration 16Q: 3 clusters Score -132668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132684.531250 Penalty: 3501.996338
	Iteration 17Q: 3 clusters Score -132684.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -132701.437500 Penalty: 3501.996338
	Iteration 18Q: 3 clusters Score -132701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -132709.609375 Penalty: 3501.996338
	Iteration 19Q: 3 clusters Score -132709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -132714.375000 Penalty: 3501.996338
	Iteration 20F: 3 clusters Score -132714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -132719.515625 Penalty: 3501.996338
	Iteration 21Q: 3 clusters Score -132719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132721.156250 Penalty: 3501.996338
	Iteration 22Q: 3 clusters Score -132721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -132721.156250 Penalty: 3501.996338
	Iteration 23F: 3 clusters Score -132721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 199558 members 
Mstep: Class 3 contains 229460 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 16997 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 177512 members 
Mstep: Class 12 contains 185097 members 
Mstep: Class 13 contains 85461 members 
Mstep: Class 14 contains 156831 members 
Mstep: Class 15 contains 17779 members 
Mstep: Class 16 contains 74115 members 
Mstep: Class 17 contains 8252 members 
Entering Unmasked Estep 
Score: -149608144.000000 Penalty: 58980.136719
Splitting cluster 10 changes total score from -149598112.000000 to -149608144.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (177512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177512 members 
Entering Unmasked Estep 
Score: -22700762.000000 Penalty: 2997.524902
	Iteration 0F: 2 clusters Score -2.270076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -22584862.000000 Penalty: 5995.049805
	Iteration 0F: 3 clusters Score -2.258486e+07 nChanged 84964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -22635936.000000 Penalty: 5995.049805
	Iteration 1F: 3 clusters Score -2.263594e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -22639212.000000 Penalty: 5995.049805
	Iteration 2Q: 3 clusters Score -2.263921e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98947 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -22643186.000000 Penalty: 5995.049805
	Iteration 3Q: 3 clusters Score -2.264319e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -22647626.000000 Penalty: 5995.049805
	Iteration 4Q: 3 clusters Score -2.264763e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -22651972.000000 Penalty: 5995.049805
	Iteration 5Q: 3 clusters Score -2.265197e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -22656820.000000 Penalty: 5995.049805
	Iteration 6Q: 3 clusters Score -2.265682e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -22662298.000000 Penalty: 5995.049805
	Iteration 7F: 3 clusters Score -2.26623e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -22667862.000000 Penalty: 5995.049805
	Iteration 8F: 3 clusters Score -2.266786e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -22673162.000000 Penalty: 5995.049805
	Iteration 9F: 3 clusters Score -2.267316e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -22677196.000000 Penalty: 5995.049805
	Iteration 10Q: 3 clusters Score -2.26772e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -22679358.000000 Penalty: 5995.049805
	Iteration 11Q: 3 clusters Score -2.267936e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -22680346.000000 Penalty: 5995.049805
	Iteration 12Q: 3 clusters Score -2.268035e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -22680916.000000 Penalty: 5995.049805
	Iteration 13Q: 3 clusters Score -2.268092e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -22681374.000000 Penalty: 5995.049805
	Iteration 14Q: 3 clusters Score -2.268137e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -22681754.000000 Penalty: 5995.049805
	Iteration 15Q: 3 clusters Score -2.268175e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123183 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -22681984.000000 Penalty: 5995.049805
	Iteration 16Q: 3 clusters Score -2.268198e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124361 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -22682232.000000 Penalty: 5995.049805
	Iteration 17Q: 3 clusters Score -2.268223e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125561 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -22682370.000000 Penalty: 5995.049805
	Iteration 18Q: 3 clusters Score -2.268237e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -22682410.000000 Penalty: 5995.049805
	Iteration 19Q: 3 clusters Score -2.268241e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128241 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -22682762.000000 Penalty: 5995.049805
	Iteration 20F: 3 clusters Score -2.268276e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -22683172.000000 Penalty: 5995.049805
	Iteration 21Q: 3 clusters Score -2.268317e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -22683566.000000 Penalty: 5995.049805
	Iteration 22Q: 3 clusters Score -2.268357e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -22683920.000000 Penalty: 5995.049805
	Iteration 23Q: 3 clusters Score -2.268392e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -22684242.000000 Penalty: 5995.049805
	Iteration 24Q: 3 clusters Score -2.268424e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136769 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -22684770.000000 Penalty: 5995.049805
	Iteration 25Q: 3 clusters Score -2.268477e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -22685268.000000 Penalty: 5995.049805
	Iteration 26Q: 3 clusters Score -2.268527e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -22685862.000000 Penalty: 5995.049805
	Iteration 27Q: 3 clusters Score -2.268586e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -22686340.000000 Penalty: 5995.049805
	Iteration 28Q: 3 clusters Score -2.268634e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -22687174.000000 Penalty: 5995.049805
	Iteration 29Q: 3 clusters Score -2.268717e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147791 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -22687918.000000 Penalty: 5995.049805
	Iteration 30Q: 3 clusters Score -2.268792e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -22688826.000000 Penalty: 5995.049805
	Iteration 31Q: 3 clusters Score -2.268883e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -22689648.000000 Penalty: 5995.049805
	Iteration 32Q: 3 clusters Score -2.268965e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -22690776.000000 Penalty: 5995.049805
	Iteration 33Q: 3 clusters Score -2.269078e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158110 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -22691860.000000 Penalty: 5995.049805
	Iteration 34Q: 3 clusters Score -2.269186e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160676 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -22692918.000000 Penalty: 5995.049805
	Iteration 35Q: 3 clusters Score -2.269292e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163150 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -22693954.000000 Penalty: 5995.049805
	Iteration 36Q: 3 clusters Score -2.269395e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -22694836.000000 Penalty: 5995.049805
	Iteration 37Q: 3 clusters Score -2.269484e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -22695528.000000 Penalty: 5995.049805
	Iteration 38Q: 3 clusters Score -2.269553e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -22696274.000000 Penalty: 5995.049805
	Iteration 39Q: 3 clusters Score -2.269627e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -22696786.000000 Penalty: 5995.049805
	Iteration 40F: 3 clusters Score -2.269679e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -22697136.000000 Penalty: 5995.049805
	Iteration 41Q: 3 clusters Score -2.269714e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -22697390.000000 Penalty: 5995.049805
	Iteration 42Q: 3 clusters Score -2.269739e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -22697612.000000 Penalty: 5995.049805
	Iteration 43Q: 3 clusters Score -2.269761e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173721 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -22697784.000000 Penalty: 5995.049805
	Iteration 44Q: 3 clusters Score -2.269778e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174175 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -22697850.000000 Penalty: 5995.049805
	Iteration 45Q: 3 clusters Score -2.269785e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174553 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -22697970.000000 Penalty: 5995.049805
	Iteration 46Q: 3 clusters Score -2.269797e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174846 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22698098.000000 Penalty: 5995.049805
	Iteration 47Q: 3 clusters Score -2.26981e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175056 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22698150.000000 Penalty: 5995.049805
	Iteration 48Q: 3 clusters Score -2.269815e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -22698202.000000 Penalty: 5995.049805
	Iteration 49Q: 3 clusters Score -2.26982e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175408 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22698244.000000 Penalty: 5995.049805
	Iteration 50Q: 3 clusters Score -2.269824e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175543 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22698260.000000 Penalty: 5995.049805
	Iteration 51Q: 3 clusters Score -2.269826e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -22698320.000000 Penalty: 5995.049805
	Iteration 52Q: 3 clusters Score -2.269832e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175718 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -22698338.000000 Penalty: 5995.049805
	Iteration 53Q: 3 clusters Score -2.269834e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22698342.000000 Penalty: 5995.049805
	Iteration 54Q: 3 clusters Score -2.269834e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175807 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -22698368.000000 Penalty: 5995.049805
	Iteration 55Q: 3 clusters Score -2.269837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175836 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22698412.000000 Penalty: 5995.049805
	Iteration 56Q: 3 clusters Score -2.269841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175859 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22698422.000000 Penalty: 5995.049805
	Iteration 57Q: 3 clusters Score -2.269842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22698430.000000 Penalty: 5995.049805
	Iteration 58Q: 3 clusters Score -2.269843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175906 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22698418.000000 Penalty: 5995.049805
	Iteration 59Q: 3 clusters Score -2.269842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -22698416.000000 Penalty: 5995.049805
	Iteration 60F: 3 clusters Score -2.269842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175939 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -22698426.000000 Penalty: 5995.049805
	Iteration 61Q: 3 clusters Score -2.269843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22698460.000000 Penalty: 5995.049805
	Iteration 62Q: 3 clusters Score -2.269846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22698452.000000 Penalty: 5995.049805
	Iteration 63Q: 3 clusters Score -2.269845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175977 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22698464.000000 Penalty: 5995.049805
	Iteration 64Q: 3 clusters Score -2.269846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175988 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22698466.000000 Penalty: 5995.049805
	Iteration 65Q: 3 clusters Score -2.269847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175993 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -22698470.000000 Penalty: 5995.049805
	Iteration 66Q: 3 clusters Score -2.269847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175996 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22698458.000000 Penalty: 5995.049805
	Iteration 67Q: 3 clusters Score -2.269846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -22698468.000000 Penalty: 5995.049805
	Iteration 68Q: 3 clusters Score -2.269847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176009 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -22698480.000000 Penalty: 5995.049805
	Iteration 69Q: 3 clusters Score -2.269848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176016 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22698472.000000 Penalty: 5995.049805
	Iteration 70Q: 3 clusters Score -2.269847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22698492.000000 Penalty: 5995.049805
	Iteration 71Q: 3 clusters Score -2.269849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176023 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22698490.000000 Penalty: 5995.049805
	Iteration 72Q: 3 clusters Score -2.269849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22698488.000000 Penalty: 5995.049805
	Iteration 73Q: 3 clusters Score -2.269849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176035 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22698482.000000 Penalty: 5995.049805
	Iteration 74Q: 3 clusters Score -2.269848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176039 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22698492.000000 Penalty: 5995.049805
	Iteration 75Q: 3 clusters Score -2.269849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22698482.000000 Penalty: 5995.049805
	Iteration 76Q: 3 clusters Score -2.269848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176043 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22698486.000000 Penalty: 5995.049805
	Iteration 77Q: 3 clusters Score -2.269849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22698478.000000 Penalty: 5995.049805
	Iteration 78Q: 3 clusters Score -2.269848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176050 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22698472.000000 Penalty: 5995.049805
	Iteration 79Q: 3 clusters Score -2.269847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176052 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22698476.000000 Penalty: 5995.049805
	Iteration 80F: 3 clusters Score -2.269848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -22698498.000000 Penalty: 5995.049805
	Iteration 81Q: 3 clusters Score -2.26985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22698488.000000 Penalty: 5995.049805
	Iteration 82Q: 3 clusters Score -2.269849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -22698496.000000 Penalty: 5995.049805
	Iteration 83Q: 3 clusters Score -2.26985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22698490.000000 Penalty: 5995.049805
	Iteration 84Q: 3 clusters Score -2.269849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176075 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22698484.000000 Penalty: 5995.049805
	Iteration 85Q: 3 clusters Score -2.269848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22698492.000000 Penalty: 5995.049805
	Iteration 86Q: 3 clusters Score -2.269849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176082 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22698500.000000 Penalty: 5995.049805
	Iteration 87Q: 3 clusters Score -2.26985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176082 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22698504.000000 Penalty: 5995.049805
	Iteration 88Q: 3 clusters Score -2.26985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22698488.000000 Penalty: 5995.049805
	Iteration 89Q: 3 clusters Score -2.269849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176087 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22698508.000000 Penalty: 5995.049805
	Iteration 90Q: 3 clusters Score -2.269851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176090 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22698512.000000 Penalty: 5995.049805
	Iteration 91Q: 3 clusters Score -2.269851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176090 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22698510.000000 Penalty: 5995.049805
	Iteration 92Q: 3 clusters Score -2.269851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176090 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22698510.000000 Penalty: 5995.049805
	Iteration 93F: 3 clusters Score -2.269851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (185097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185097 members 
Entering Unmasked Estep 
Score: -23743096.000000 Penalty: 3007.901611
	Iteration 0F: 2 clusters Score -2.37431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92986 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -23624686.000000 Penalty: 6015.803223
	Iteration 0F: 3 clusters Score -2.362469e+07 nChanged 88711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -23676786.000000 Penalty: 6015.803223
	Iteration 1F: 3 clusters Score -2.367679e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -23679152.000000 Penalty: 6015.803223
	Iteration 2Q: 3 clusters Score -2.367915e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -23683076.000000 Penalty: 6015.803223
	Iteration 3Q: 3 clusters Score -2.368308e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -23690160.000000 Penalty: 6015.803223
	Iteration 4F: 3 clusters Score -2.369016e+07 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -23702218.000000 Penalty: 6015.803223
	Iteration 5F: 3 clusters Score -2.370222e+07 nChanged 16461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -23717640.000000 Penalty: 6015.803223
	Iteration 6F: 3 clusters Score -2.371764e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -23731146.000000 Penalty: 6015.803223
	Iteration 7F: 3 clusters Score -2.373115e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -23738306.000000 Penalty: 6015.803223
	Iteration 8Q: 3 clusters Score -2.373831e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -23741146.000000 Penalty: 6015.803223
	Iteration 9Q: 3 clusters Score -2.374115e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180257 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -23742160.000000 Penalty: 6015.803223
	Iteration 10Q: 3 clusters Score -2.374216e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181234 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -23742528.000000 Penalty: 6015.803223
	Iteration 11Q: 3 clusters Score -2.374253e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181842 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -23742652.000000 Penalty: 6015.803223
	Iteration 12Q: 3 clusters Score -2.374265e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182216 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -23742610.000000 Penalty: 6015.803223
	Iteration 13Q: 3 clusters Score -2.374261e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -23742594.000000 Penalty: 6015.803223
	Iteration 14Q: 3 clusters Score -2.374259e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -23742546.000000 Penalty: 6015.803223
	Iteration 15Q: 3 clusters Score -2.374255e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182749 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23742584.000000 Penalty: 6015.803223
	Iteration 16Q: 3 clusters Score -2.374258e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182846 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -23742574.000000 Penalty: 6015.803223
	Iteration 17Q: 3 clusters Score -2.374257e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -23742552.000000 Penalty: 6015.803223
	Iteration 18Q: 3 clusters Score -2.374255e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -23742484.000000 Penalty: 6015.803223
	Iteration 19Q: 3 clusters Score -2.374248e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183071 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -23742476.000000 Penalty: 6015.803223
	Iteration 20F: 3 clusters Score -2.374248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -23742446.000000 Penalty: 6015.803223
	Iteration 21Q: 3 clusters Score -2.374245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183164 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23742424.000000 Penalty: 6015.803223
	Iteration 22Q: 3 clusters Score -2.374242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183196 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23742384.000000 Penalty: 6015.803223
	Iteration 23Q: 3 clusters Score -2.374238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183221 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23742396.000000 Penalty: 6015.803223
	Iteration 24Q: 3 clusters Score -2.37424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -23742386.000000 Penalty: 6015.803223
	Iteration 25Q: 3 clusters Score -2.374239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183250 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23742404.000000 Penalty: 6015.803223
	Iteration 26Q: 3 clusters Score -2.37424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183258 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23742384.000000 Penalty: 6015.803223
	Iteration 27Q: 3 clusters Score -2.374238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183273 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23742384.000000 Penalty: 6015.803223
	Iteration 28Q: 3 clusters Score -2.374238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183284 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23742390.000000 Penalty: 6015.803223
	Iteration 29Q: 3 clusters Score -2.374239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23742390.000000 Penalty: 6015.803223
	Iteration 30Q: 3 clusters Score -2.374239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183302 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -23742422.000000 Penalty: 6015.803223
	Iteration 31Q: 3 clusters Score -2.374242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183311 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23742400.000000 Penalty: 6015.803223
	Iteration 32Q: 3 clusters Score -2.37424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183317 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -23742402.000000 Penalty: 6015.803223
	Iteration 33Q: 3 clusters Score -2.37424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183320 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23742408.000000 Penalty: 6015.803223
	Iteration 34Q: 3 clusters Score -2.374241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -23742386.000000 Penalty: 6015.803223
	Iteration 35Q: 3 clusters Score -2.374239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -23742392.000000 Penalty: 6015.803223
	Iteration 36Q: 3 clusters Score -2.374239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23742378.000000 Penalty: 6015.803223
	Iteration 37Q: 3 clusters Score -2.374238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23742386.000000 Penalty: 6015.803223
	Iteration 38Q: 3 clusters Score -2.374239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183330 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23742386.000000 Penalty: 6015.803223
	Iteration 39Q: 3 clusters Score -2.374239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23742392.000000 Penalty: 6015.803223
	Iteration 40F: 3 clusters Score -2.374239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -23742390.000000 Penalty: 6015.803223
	Iteration 41Q: 3 clusters Score -2.374239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -23742390.000000 Penalty: 6015.803223
	Iteration 42F: 3 clusters Score -2.374239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Entering Unmasked Estep 
Score: -10682311.000000 Penalty: 2816.242432
	Iteration 0F: 2 clusters Score -1.068231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -10625165.000000 Penalty: 5632.484863
	Iteration 0F: 3 clusters Score -1.062516e+07 nChanged 40384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -10647769.000000 Penalty: 5632.484863
	Iteration 1F: 3 clusters Score -1.064777e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -10648793.000000 Penalty: 5632.484863
	Iteration 2Q: 3 clusters Score -1.064879e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -10650216.000000 Penalty: 5632.484863
	Iteration 3Q: 3 clusters Score -1.065022e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -10652877.000000 Penalty: 5632.484863
	Iteration 4F: 3 clusters Score -1.065288e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -10657563.000000 Penalty: 5632.484863
	Iteration 5F: 3 clusters Score -1.065756e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -10664722.000000 Penalty: 5632.484863
	Iteration 6F: 3 clusters Score -1.066472e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -10672272.000000 Penalty: 5632.484863
	Iteration 7F: 3 clusters Score -1.067227e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10677098.000000 Penalty: 5632.484863
	Iteration 8F: 3 clusters Score -1.06771e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10679011.000000 Penalty: 5632.484863
	Iteration 9Q: 3 clusters Score -1.067901e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10679574.000000 Penalty: 5632.484863
	Iteration 10Q: 3 clusters Score -1.067957e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10679733.000000 Penalty: 5632.484863
	Iteration 11Q: 3 clusters Score -1.067973e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10679819.000000 Penalty: 5632.484863
	Iteration 12Q: 3 clusters Score -1.067982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10679857.000000 Penalty: 5632.484863
	Iteration 13Q: 3 clusters Score -1.067986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10679870.000000 Penalty: 5632.484863
	Iteration 14Q: 3 clusters Score -1.067987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10679873.000000 Penalty: 5632.484863
	Iteration 15Q: 3 clusters Score -1.067987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10679876.000000 Penalty: 5632.484863
	Iteration 16Q: 3 clusters Score -1.067988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10679875.000000 Penalty: 5632.484863
	Iteration 17Q: 3 clusters Score -1.067988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10679887.000000 Penalty: 5632.484863
	Iteration 18Q: 3 clusters Score -1.067989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10679887.000000 Penalty: 5632.484863
	Iteration 19Q: 3 clusters Score -1.067989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10679896.000000 Penalty: 5632.484863
	Iteration 20F: 3 clusters Score -1.06799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10679904.000000 Penalty: 5632.484863
	Iteration 21Q: 3 clusters Score -1.06799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10679901.000000 Penalty: 5632.484863
	Iteration 22Q: 3 clusters Score -1.06799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10679911.000000 Penalty: 5632.484863
	Iteration 23Q: 3 clusters Score -1.067991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10679908.000000 Penalty: 5632.484863
	Iteration 24Q: 3 clusters Score -1.067991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10679918.000000 Penalty: 5632.484863
	Iteration 25Q: 3 clusters Score -1.067992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10679918.000000 Penalty: 5632.484863
	Iteration 26F: 3 clusters Score -1.067992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156831 members 
Entering Unmasked Estep 
Score: -20246082.000000 Penalty: 2966.805176
	Iteration 0F: 2 clusters Score -2.024608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -20141120.000000 Penalty: 5933.610352
	Iteration 0F: 3 clusters Score -2.014112e+07 nChanged 74959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -20185358.000000 Penalty: 5933.610352
	Iteration 1F: 3 clusters Score -2.018536e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -20186650.000000 Penalty: 5933.610352
	Iteration 2Q: 3 clusters Score -2.018665e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -20188754.000000 Penalty: 5933.610352
	Iteration 3Q: 3 clusters Score -2.018875e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -20191964.000000 Penalty: 5933.610352
	Iteration 4Q: 3 clusters Score -2.019196e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -20197356.000000 Penalty: 5933.610352
	Iteration 5F: 3 clusters Score -2.019736e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111911 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -20205686.000000 Penalty: 5933.610352
	Iteration 6F: 3 clusters Score -2.020569e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -20217058.000000 Penalty: 5933.610352
	Iteration 7F: 3 clusters Score -2.021706e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -20227902.000000 Penalty: 5933.610352
	Iteration 8F: 3 clusters Score -2.02279e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137856 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -20234392.000000 Penalty: 5933.610352
	Iteration 9Q: 3 clusters Score -2.023439e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -20237106.000000 Penalty: 5933.610352
	Iteration 10Q: 3 clusters Score -2.023711e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -20238172.000000 Penalty: 5933.610352
	Iteration 11Q: 3 clusters Score -2.023817e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -20239132.000000 Penalty: 5933.610352
	Iteration 12Q: 3 clusters Score -2.023913e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146029 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -20239800.000000 Penalty: 5933.610352
	Iteration 13Q: 3 clusters Score -2.02398e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -20240356.000000 Penalty: 5933.610352
	Iteration 14Q: 3 clusters Score -2.024036e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -20240926.000000 Penalty: 5933.610352
	Iteration 15Q: 3 clusters Score -2.024093e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -20241374.000000 Penalty: 5933.610352
	Iteration 16Q: 3 clusters Score -2.024137e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -20241840.000000 Penalty: 5933.610352
	Iteration 17Q: 3 clusters Score -2.024184e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -20242178.000000 Penalty: 5933.610352
	Iteration 18Q: 3 clusters Score -2.024218e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152240 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -20242500.000000 Penalty: 5933.610352
	Iteration 19Q: 3 clusters Score -2.02425e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20242736.000000 Penalty: 5933.610352
	Iteration 20F: 3 clusters Score -2.024274e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20242948.000000 Penalty: 5933.610352
	Iteration 21Q: 3 clusters Score -2.024295e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -20243088.000000 Penalty: 5933.610352
	Iteration 22Q: 3 clusters Score -2.024309e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154132 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -20243190.000000 Penalty: 5933.610352
	Iteration 23Q: 3 clusters Score -2.024319e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20243280.000000 Penalty: 5933.610352
	Iteration 24Q: 3 clusters Score -2.024328e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154630 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20243336.000000 Penalty: 5933.610352
	Iteration 25Q: 3 clusters Score -2.024334e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20243382.000000 Penalty: 5933.610352
	Iteration 26Q: 3 clusters Score -2.024338e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -20243490.000000 Penalty: 5933.610352
	Iteration 27Q: 3 clusters Score -2.024349e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -20243492.000000 Penalty: 5933.610352
	Iteration 28Q: 3 clusters Score -2.024349e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155211 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20243504.000000 Penalty: 5933.610352
	Iteration 29Q: 3 clusters Score -2.02435e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155298 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20243508.000000 Penalty: 5933.610352
	Iteration 30Q: 3 clusters Score -2.024351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -20243558.000000 Penalty: 5933.610352
	Iteration 31Q: 3 clusters Score -2.024356e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20243600.000000 Penalty: 5933.610352
	Iteration 32Q: 3 clusters Score -2.02436e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20243616.000000 Penalty: 5933.610352
	Iteration 33Q: 3 clusters Score -2.024362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20243592.000000 Penalty: 5933.610352
	Iteration 34Q: 3 clusters Score -2.024359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20243616.000000 Penalty: 5933.610352
	Iteration 35Q: 3 clusters Score -2.024362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20243654.000000 Penalty: 5933.610352
	Iteration 36Q: 3 clusters Score -2.024365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20243636.000000 Penalty: 5933.610352
	Iteration 37Q: 3 clusters Score -2.024364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20243646.000000 Penalty: 5933.610352
	Iteration 38Q: 3 clusters Score -2.024365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155570 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20243632.000000 Penalty: 5933.610352
	Iteration 39Q: 3 clusters Score -2.024363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20243630.000000 Penalty: 5933.610352
	Iteration 40F: 3 clusters Score -2.024363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20243640.000000 Penalty: 5933.610352
	Iteration 41Q: 3 clusters Score -2.024364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155609 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20243618.000000 Penalty: 5933.610352
	Iteration 42Q: 3 clusters Score -2.024362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155619 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20243622.000000 Penalty: 5933.610352
	Iteration 43Q: 3 clusters Score -2.024362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155635 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20243636.000000 Penalty: 5933.610352
	Iteration 44Q: 3 clusters Score -2.024364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155649 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20243640.000000 Penalty: 5933.610352
	Iteration 45Q: 3 clusters Score -2.024364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155655 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -20243636.000000 Penalty: 5933.610352
	Iteration 46Q: 3 clusters Score -2.024364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20243644.000000 Penalty: 5933.610352
	Iteration 47Q: 3 clusters Score -2.024364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155665 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20243650.000000 Penalty: 5933.610352
	Iteration 48Q: 3 clusters Score -2.024365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155669 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20243650.000000 Penalty: 5933.610352
	Iteration 49Q: 3 clusters Score -2.024365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155673 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20243654.000000 Penalty: 5933.610352
	Iteration 50Q: 3 clusters Score -2.024365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20243668.000000 Penalty: 5933.610352
	Iteration 51Q: 3 clusters Score -2.024367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20243684.000000 Penalty: 5933.610352
	Iteration 52Q: 3 clusters Score -2.024368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -20243682.000000 Penalty: 5933.610352
	Iteration 53Q: 3 clusters Score -2.024368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20243678.000000 Penalty: 5933.610352
	Iteration 54Q: 3 clusters Score -2.024368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20243672.000000 Penalty: 5933.610352
	Iteration 55Q: 3 clusters Score -2.024367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20243678.000000 Penalty: 5933.610352
	Iteration 56Q: 3 clusters Score -2.024368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20243678.000000 Penalty: 5933.610352
	Iteration 57F: 3 clusters Score -2.024368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Entering Unmasked Estep 
Score: -2298640.750000 Penalty: 2426.871826
	Iteration 0F: 2 clusters Score -2298641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2285984.500000 Penalty: 4853.743652
	Iteration 0F: 3 clusters Score -2285984 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2290015.500000 Penalty: 4853.743652
	Iteration 1F: 3 clusters Score -2290016 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2290354.750000 Penalty: 4853.743652
	Iteration 2F: 3 clusters Score -2290355 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2290633.250000 Penalty: 4853.743652
	Iteration 3Q: 3 clusters Score -2290633 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2290912.250000 Penalty: 4853.743652
	Iteration 4Q: 3 clusters Score -2290912 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2291197.750000 Penalty: 4853.743652
	Iteration 5Q: 3 clusters Score -2291198 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2291465.250000 Penalty: 4853.743652
	Iteration 6Q: 3 clusters Score -2291465 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2291761.750000 Penalty: 4853.743652
	Iteration 7Q: 3 clusters Score -2291762 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2292111.750000 Penalty: 4853.743652
	Iteration 8Q: 3 clusters Score -2292112 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2292434.500000 Penalty: 4853.743652
	Iteration 9Q: 3 clusters Score -2292434 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2292840.000000 Penalty: 4853.743652
	Iteration 10Q: 3 clusters Score -2292840 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2293303.500000 Penalty: 4853.743652
	Iteration 11Q: 3 clusters Score -2293304 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2293786.500000 Penalty: 4853.743652
	Iteration 12Q: 3 clusters Score -2293786 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2294218.250000 Penalty: 4853.743652
	Iteration 13Q: 3 clusters Score -2294218 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2294634.500000 Penalty: 4853.743652
	Iteration 14Q: 3 clusters Score -2294634 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2294921.750000 Penalty: 4853.743652
	Iteration 15Q: 3 clusters Score -2294922 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2295109.000000 Penalty: 4853.743652
	Iteration 16Q: 3 clusters Score -2295109 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2295229.250000 Penalty: 4853.743652
	Iteration 17Q: 3 clusters Score -2295229 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2295316.750000 Penalty: 4853.743652
	Iteration 18Q: 3 clusters Score -2295317 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2295396.750000 Penalty: 4853.743652
	Iteration 19Q: 3 clusters Score -2295397 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2295478.000000 Penalty: 4853.743652
	Iteration 20F: 3 clusters Score -2295478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2295526.500000 Penalty: 4853.743652
	Iteration 21Q: 3 clusters Score -2295526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2295578.500000 Penalty: 4853.743652
	Iteration 22Q: 3 clusters Score -2295578 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2295623.250000 Penalty: 4853.743652
	Iteration 23Q: 3 clusters Score -2295623 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2295656.250000 Penalty: 4853.743652
	Iteration 24Q: 3 clusters Score -2295656 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2295684.750000 Penalty: 4853.743652
	Iteration 25Q: 3 clusters Score -2295685 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2295723.500000 Penalty: 4853.743652
	Iteration 26Q: 3 clusters Score -2295724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2295772.250000 Penalty: 4853.743652
	Iteration 27Q: 3 clusters Score -2295772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2295791.750000 Penalty: 4853.743652
	Iteration 28Q: 3 clusters Score -2295792 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2295822.000000 Penalty: 4853.743652
	Iteration 29Q: 3 clusters Score -2295822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2295848.000000 Penalty: 4853.743652
	Iteration 30Q: 3 clusters Score -2295848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2295877.250000 Penalty: 4853.743652
	Iteration 31Q: 3 clusters Score -2295877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2295892.000000 Penalty: 4853.743652
	Iteration 32Q: 3 clusters Score -2295892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2295922.500000 Penalty: 4853.743652
	Iteration 33Q: 3 clusters Score -2295922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2295932.500000 Penalty: 4853.743652
	Iteration 34Q: 3 clusters Score -2295932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2295955.750000 Penalty: 4853.743652
	Iteration 35Q: 3 clusters Score -2295956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2295978.250000 Penalty: 4853.743652
	Iteration 36Q: 3 clusters Score -2295978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2296003.250000 Penalty: 4853.743652
	Iteration 37Q: 3 clusters Score -2296003 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2296025.250000 Penalty: 4853.743652
	Iteration 38Q: 3 clusters Score -2296025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2296051.000000 Penalty: 4853.743652
	Iteration 39Q: 3 clusters Score -2296051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2296071.000000 Penalty: 4853.743652
	Iteration 40F: 3 clusters Score -2296071 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2296093.750000 Penalty: 4853.743652
	Iteration 41Q: 3 clusters Score -2296094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2296102.250000 Penalty: 4853.743652
	Iteration 42Q: 3 clusters Score -2296102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2296119.000000 Penalty: 4853.743652
	Iteration 43Q: 3 clusters Score -2296119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2296138.500000 Penalty: 4853.743652
	Iteration 44Q: 3 clusters Score -2296138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2296148.250000 Penalty: 4853.743652
	Iteration 45Q: 3 clusters Score -2296148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2296164.250000 Penalty: 4853.743652
	Iteration 46Q: 3 clusters Score -2296164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2296178.250000 Penalty: 4853.743652
	Iteration 47Q: 3 clusters Score -2296178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2296194.000000 Penalty: 4853.743652
	Iteration 48Q: 3 clusters Score -2296194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2296200.250000 Penalty: 4853.743652
	Iteration 49Q: 3 clusters Score -2296200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2296208.250000 Penalty: 4853.743652
	Iteration 50Q: 3 clusters Score -2296208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2296213.500000 Penalty: 4853.743652
	Iteration 51Q: 3 clusters Score -2296214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2296229.750000 Penalty: 4853.743652
	Iteration 52Q: 3 clusters Score -2296230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2296237.500000 Penalty: 4853.743652
	Iteration 53Q: 3 clusters Score -2296238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2296245.500000 Penalty: 4853.743652
	Iteration 54Q: 3 clusters Score -2296246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2296261.000000 Penalty: 4853.743652
	Iteration 55Q: 3 clusters Score -2296261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2296269.750000 Penalty: 4853.743652
	Iteration 56Q: 3 clusters Score -2296270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2296279.500000 Penalty: 4853.743652
	Iteration 57Q: 3 clusters Score -2296280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2296302.500000 Penalty: 4853.743652
	Iteration 58Q: 3 clusters Score -2296302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2296320.000000 Penalty: 4853.743652
	Iteration 59Q: 3 clusters Score -2296320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2296335.750000 Penalty: 4853.743652
	Iteration 60F: 3 clusters Score -2296336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2296352.750000 Penalty: 4853.743652
	Iteration 61Q: 3 clusters Score -2296353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2296375.500000 Penalty: 4853.743652
	Iteration 62Q: 3 clusters Score -2296376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2296399.250000 Penalty: 4853.743652
	Iteration 63Q: 3 clusters Score -2296399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2296417.750000 Penalty: 4853.743652
	Iteration 64Q: 3 clusters Score -2296418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2296435.000000 Penalty: 4853.743652
	Iteration 65Q: 3 clusters Score -2296435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2296461.500000 Penalty: 4853.743652
	Iteration 66Q: 3 clusters Score -2296462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2296477.750000 Penalty: 4853.743652
	Iteration 67Q: 3 clusters Score -2296478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2296500.500000 Penalty: 4853.743652
	Iteration 68Q: 3 clusters Score -2296500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2296511.750000 Penalty: 4853.743652
	Iteration 69Q: 3 clusters Score -2296512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2296529.500000 Penalty: 4853.743652
	Iteration 70Q: 3 clusters Score -2296530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2296541.000000 Penalty: 4853.743652
	Iteration 71Q: 3 clusters Score -2296541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2296549.000000 Penalty: 4853.743652
	Iteration 72Q: 3 clusters Score -2296549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2296567.500000 Penalty: 4853.743652
	Iteration 73Q: 3 clusters Score -2296568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2296590.750000 Penalty: 4853.743652
	Iteration 74Q: 3 clusters Score -2296591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2296603.250000 Penalty: 4853.743652
	Iteration 75Q: 3 clusters Score -2296603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2296622.500000 Penalty: 4853.743652
	Iteration 76Q: 3 clusters Score -2296622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2296633.250000 Penalty: 4853.743652
	Iteration 77Q: 3 clusters Score -2296633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2296642.750000 Penalty: 4853.743652
	Iteration 78Q: 3 clusters Score -2296643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2296646.500000 Penalty: 4853.743652
	Iteration 79Q: 3 clusters Score -2296646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2296652.500000 Penalty: 4853.743652
	Iteration 80F: 3 clusters Score -2296652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2296658.000000 Penalty: 4853.743652
	Iteration 81Q: 3 clusters Score -2296658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2296670.250000 Penalty: 4853.743652
	Iteration 82Q: 3 clusters Score -2296670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2296676.250000 Penalty: 4853.743652
	Iteration 83Q: 3 clusters Score -2296676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2296677.000000 Penalty: 4853.743652
	Iteration 84Q: 3 clusters Score -2296677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2296685.250000 Penalty: 4853.743652
	Iteration 85Q: 3 clusters Score -2296685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2296686.500000 Penalty: 4853.743652
	Iteration 86Q: 3 clusters Score -2296686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2296688.000000 Penalty: 4853.743652
	Iteration 87Q: 3 clusters Score -2296688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2296691.000000 Penalty: 4853.743652
	Iteration 88Q: 3 clusters Score -2296691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2296693.250000 Penalty: 4853.743652
	Iteration 89Q: 3 clusters Score -2296693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2296695.500000 Penalty: 4853.743652
	Iteration 90Q: 3 clusters Score -2296696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2296702.000000 Penalty: 4853.743652
	Iteration 91Q: 3 clusters Score -2296702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2296706.500000 Penalty: 4853.743652
	Iteration 92Q: 3 clusters Score -2296706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2296707.750000 Penalty: 4853.743652
	Iteration 93Q: 3 clusters Score -2296708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2296705.000000 Penalty: 4853.743652
	Iteration 94Q: 3 clusters Score -2296705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2296705.500000 Penalty: 4853.743652
	Iteration 95Q: 3 clusters Score -2296706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2296703.000000 Penalty: 4853.743652
	Iteration 96Q: 3 clusters Score -2296703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2296701.250000 Penalty: 4853.743652
	Iteration 97Q: 3 clusters Score -2296701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2296703.000000 Penalty: 4853.743652
	Iteration 98Q: 3 clusters Score -2296703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2296701.750000 Penalty: 4853.743652
	Iteration 99Q: 3 clusters Score -2296702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2296702.250000 Penalty: 4853.743652
	Iteration 100F: 3 clusters Score -2296702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2296708.000000 Penalty: 4853.743652
	Iteration 101Q: 3 clusters Score -2296708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2296705.750000 Penalty: 4853.743652
	Iteration 102Q: 3 clusters Score -2296706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2296705.750000 Penalty: 4853.743652
	Iteration 103F: 3 clusters Score -2296706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (74115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Entering Unmasked Estep 
Score: -9579140.000000 Penalty: 2780.916504
	Iteration 0F: 2 clusters Score -9579140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -9529632.000000 Penalty: 5561.833008
	Iteration 0F: 3 clusters Score -9529632 nChanged 34677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -9549314.000000 Penalty: 5561.833008
	Iteration 1F: 3 clusters Score -9549314 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -9550340.000000 Penalty: 5561.833008
	Iteration 2Q: 3 clusters Score -9550340 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -9551889.000000 Penalty: 5561.833008
	Iteration 3Q: 3 clusters Score -9551889 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -9554259.000000 Penalty: 5561.833008
	Iteration 4F: 3 clusters Score -9554259 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -9557855.000000 Penalty: 5561.833008
	Iteration 5F: 3 clusters Score -9557855 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -9562594.000000 Penalty: 5561.833008
	Iteration 6F: 3 clusters Score -9562594 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -9567961.000000 Penalty: 5561.833008
	Iteration 7F: 3 clusters Score -9567961 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -9572293.000000 Penalty: 5561.833008
	Iteration 8F: 3 clusters Score -9572293 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -9574792.000000 Penalty: 5561.833008
	Iteration 9Q: 3 clusters Score -9574792 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -9575872.000000 Penalty: 5561.833008
	Iteration 10Q: 3 clusters Score -9575872 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -9576336.000000 Penalty: 5561.833008
	Iteration 11Q: 3 clusters Score -9576336 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -9576525.000000 Penalty: 5561.833008
	Iteration 12Q: 3 clusters Score -9576525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -9576616.000000 Penalty: 5561.833008
	Iteration 13Q: 3 clusters Score -9576616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -9576659.000000 Penalty: 5561.833008
	Iteration 14Q: 3 clusters Score -9576659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -9576694.000000 Penalty: 5561.833008
	Iteration 15Q: 3 clusters Score -9576694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -9576713.000000 Penalty: 5561.833008
	Iteration 16Q: 3 clusters Score -9576713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -9576719.000000 Penalty: 5561.833008
	Iteration 17Q: 3 clusters Score -9576719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -9576727.000000 Penalty: 5561.833008
	Iteration 18Q: 3 clusters Score -9576727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -9576726.000000 Penalty: 5561.833008
	Iteration 19Q: 3 clusters Score -9576726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -9576726.000000 Penalty: 5561.833008
	Iteration 20F: 3 clusters Score -9576726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -1011715.875000 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -1011716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1005208.125000 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -1005208 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1007303.812500 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -1007304 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1007892.500000 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -1007892 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1008406.500000 Penalty: 4473.032227
	Iteration 3F: 3 clusters Score -1008406 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1008911.750000 Penalty: 4473.032227
	Iteration 4F: 3 clusters Score -1008912 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1009276.750000 Penalty: 4473.032227
	Iteration 5F: 3 clusters Score -1009277 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1009521.250000 Penalty: 4473.032227
	Iteration 6Q: 3 clusters Score -1009521 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1009694.875000 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -1009695 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1009819.125000 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -1009819 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1009905.312500 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -1009905 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1009974.750000 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -1009975 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1010030.500000 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -1010030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1010078.312500 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -1010078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1010113.125000 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -1010113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1010146.437500 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -1010146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1010174.250000 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -1010174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1010194.187500 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -1010194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1010216.250000 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -1010216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1010239.687500 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -1010240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1010256.562500 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -1010257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1010274.500000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -1010274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1010291.937500 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -1010292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1010308.562500 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -1010309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1010320.000000 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -1010320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1010330.375000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -1010330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1010338.625000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -1010339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1010351.187500 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -1010351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1010359.937500 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -1010360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1010368.500000 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -1010368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1010378.187500 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -1010378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1010388.187500 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -1010388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1010396.125000 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -1010396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1010401.062500 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -1010401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1010404.062500 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -1010404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1010403.500000 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -1010404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1010408.937500 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -1010409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1010410.687500 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -1010411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1010410.687500 Penalty: 4473.032227
	Iteration 37F: 3 clusters Score -1010411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 199558 members 
Mstep: Class 3 contains 229460 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 6 contains 16997 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 177512 members 
Mstep: Class 12 contains 185097 members 
Mstep: Class 13 contains 85461 members 
Mstep: Class 14 contains 156831 members 
Mstep: Class 15 contains 17779 members 
Mstep: Class 16 contains 74115 members 
Mstep: Class 17 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3313.249512 but Gain 3469.417969
Score: -149609312.000000 Penalty: 55510.718750
Iteration 39Q: 17 clusters Score -1.496093e+08 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 198150 members 
Mstep: Class 3 contains 228377 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 16585 members 
Mstep: Class 8 contains 562 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 176798 members 
Mstep: Class 12 contains 184229 members 
Mstep: Class 13 contains 85253 members 
Mstep: Class 14 contains 163637 members 
Mstep: Class 15 contains 18427 members 
Mstep: Class 16 contains 73924 members 
Mstep: Class 17 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149614880.000000 Penalty: 55510.718750
Iteration 40F: 17 clusters Score -1.496149e+08 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 196167 members 
Mstep: Class 3 contains 225847 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 16074 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 175398 members 
Mstep: Class 12 contains 182687 members 
Mstep: Class 13 contains 84890 members 
Mstep: Class 14 contains 171107 members 
Mstep: Class 15 contains 19270 members 
Mstep: Class 16 contains 73535 members 
Mstep: Class 17 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149618672.000000 Penalty: 55510.718750
Iteration 41Q: 17 clusters Score -1.496187e+08 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 194080 members 
Mstep: Class 3 contains 223021 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 15402 members 
Mstep: Class 8 contains 1175 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 173558 members 
Mstep: Class 12 contains 180906 members 
Mstep: Class 13 contains 84531 members 
Mstep: Class 14 contains 180004 members 
Mstep: Class 15 contains 20175 members 
Mstep: Class 16 contains 73057 members 
Mstep: Class 17 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149622592.000000 Penalty: 55510.718750
Iteration 42Q: 17 clusters Score -1.496226e+08 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 191861 members 
Mstep: Class 3 contains 219568 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 14556 members 
Mstep: Class 8 contains 1327 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 171266 members 
Mstep: Class 12 contains 178853 members 
Mstep: Class 13 contains 84140 members 
Mstep: Class 14 contains 190917 members 
Mstep: Class 15 contains 21131 members 
Mstep: Class 16 contains 72423 members 
Mstep: Class 17 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149626352.000000 Penalty: 55510.718750
Iteration 43Q: 17 clusters Score -1.496264e+08 nChanged 24648
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 189339 members 
Mstep: Class 3 contains 215089 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 13559 members 
Mstep: Class 8 contains 1424 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 169149 members 
Mstep: Class 12 contains 176647 members 
Mstep: Class 13 contains 83699 members 
Mstep: Class 14 contains 203613 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 16 contains 71732 members 
Mstep: Class 17 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149629504.000000 Penalty: 55510.718750
Iteration 44Q: 17 clusters Score -1.496295e+08 nChanged 30537
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 186557 members 
Mstep: Class 3 contains 209454 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 12423 members 
Mstep: Class 8 contains 1499 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 167713 members 
Mstep: Class 12 contains 174279 members 
Mstep: Class 13 contains 83252 members 
Mstep: Class 14 contains 217526 members 
Mstep: Class 15 contains 23273 members 
Mstep: Class 16 contains 71008 members 
Mstep: Class 17 contains 8232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149631888.000000 Penalty: 55510.718750
Iteration 45Q: 17 clusters Score -1.496319e+08 nChanged 35105
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 184335 members 
Mstep: Class 3 contains 203468 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 167256 members 
Mstep: Class 12 contains 172174 members 
Mstep: Class 13 contains 82889 members 
Mstep: Class 14 contains 229958 members 
Mstep: Class 15 contains 24392 members 
Mstep: Class 16 contains 70349 members 
Mstep: Class 17 contains 8216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149634272.000000 Penalty: 55510.718750
Iteration 46Q: 17 clusters Score -1.496343e+08 nChanged 35466
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 183226 members 
Mstep: Class 3 contains 198278 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 168104 members 
Mstep: Class 12 contains 170886 members 
Mstep: Class 13 contains 82564 members 
Mstep: Class 14 contains 237984 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 69772 members 
Mstep: Class 17 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149634256.000000 Penalty: 55510.718750
Iteration 47Q: 17 clusters Score -1.496343e+08 nChanged 32506
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 182955 members 
Mstep: Class 3 contains 194822 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 9457 members 
Mstep: Class 8 contains 1629 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 169906 members 
Mstep: Class 12 contains 170739 members 
Mstep: Class 13 contains 82229 members 
Mstep: Class 14 contains 240653 members 
Mstep: Class 15 contains 26687 members 
Mstep: Class 16 contains 69303 members 
Mstep: Class 17 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149635728.000000 Penalty: 55510.718750
Iteration 48Q: 17 clusters Score -1.496357e+08 nChanged 27871
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 183374 members 
Mstep: Class 3 contains 192867 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 8 contains 1665 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 172041 members 
Mstep: Class 12 contains 171493 members 
Mstep: Class 13 contains 82036 members 
Mstep: Class 14 contains 239118 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 68934 members 
Mstep: Class 17 contains 8150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149638112.000000 Penalty: 55510.718750
Iteration 49Q: 17 clusters Score -1.496381e+08 nChanged 24135
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 184037 members 
Mstep: Class 3 contains 191899 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 8537 members 
Mstep: Class 8 contains 1702 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 174296 members 
Mstep: Class 12 contains 172816 members 
Mstep: Class 13 contains 81951 members 
Mstep: Class 14 contains 234947 members 
Mstep: Class 15 contains 28982 members 
Mstep: Class 16 contains 68623 members 
Mstep: Class 17 contains 8123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149641968.000000 Penalty: 55510.718750
Iteration 50Q: 17 clusters Score -1.49642e+08 nChanged 21319
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 184766 members 
Mstep: Class 3 contains 191773 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 8 contains 1720 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 176263 members 
Mstep: Class 12 contains 174393 members 
Mstep: Class 13 contains 81887 members 
Mstep: Class 14 contains 229356 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 68387 members 
Mstep: Class 17 contains 8097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149645088.000000 Penalty: 55510.718750
Iteration 51Q: 17 clusters Score -1.496451e+08 nChanged 19038
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 185355 members 
Mstep: Class 3 contains 192228 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 8068 members 
Mstep: Class 8 contains 1735 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 178114 members 
Mstep: Class 12 contains 175949 members 
Mstep: Class 13 contains 81824 members 
Mstep: Class 14 contains 223325 members 
Mstep: Class 15 contains 31512 members 
Mstep: Class 16 contains 68174 members 
Mstep: Class 17 contains 8070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149648192.000000 Penalty: 55510.718750
Iteration 52Q: 17 clusters Score -1.496482e+08 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 185693 members 
Mstep: Class 3 contains 193074 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7894 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 179658 members 
Mstep: Class 12 contains 177420 members 
Mstep: Class 13 contains 81786 members 
Mstep: Class 14 contains 217435 members 
Mstep: Class 15 contains 32722 members 
Mstep: Class 16 contains 68016 members 
Mstep: Class 17 contains 8052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149651440.000000 Penalty: 55510.718750
Iteration 53Q: 17 clusters Score -1.496514e+08 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 185683 members 
Mstep: Class 3 contains 194201 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 180597 members 
Mstep: Class 12 contains 178725 members 
Mstep: Class 13 contains 81821 members 
Mstep: Class 14 contains 212263 members 
Mstep: Class 15 contains 33916 members 
Mstep: Class 16 contains 67837 members 
Mstep: Class 17 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149654208.000000 Penalty: 55510.718750
Iteration 54Q: 17 clusters Score -1.496542e+08 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 185291 members 
Mstep: Class 3 contains 195491 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7648 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 181267 members 
Mstep: Class 12 contains 179808 members 
Mstep: Class 13 contains 81867 members 
Mstep: Class 14 contains 207915 members 
Mstep: Class 15 contains 35137 members 
Mstep: Class 16 contains 67595 members 
Mstep: Class 17 contains 8020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657168.000000 Penalty: 55510.718750
Iteration 55Q: 17 clusters Score -1.496572e+08 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 184821 members 
Mstep: Class 3 contains 196792 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7529 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 181513 members 
Mstep: Class 12 contains 180622 members 
Mstep: Class 13 contains 81923 members 
Mstep: Class 14 contains 204439 members 
Mstep: Class 15 contains 36286 members 
Mstep: Class 16 contains 67348 members 
Mstep: Class 17 contains 8016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149659056.000000 Penalty: 55510.718750
Iteration 56Q: 17 clusters Score -1.496591e+08 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 184258 members 
Mstep: Class 3 contains 198041 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7388 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 181517 members 
Mstep: Class 12 contains 181108 members 
Mstep: Class 13 contains 81995 members 
Mstep: Class 14 contains 201780 members 
Mstep: Class 15 contains 37447 members 
Mstep: Class 16 contains 67113 members 
Mstep: Class 17 contains 8008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660592.000000 Penalty: 55510.718750
Iteration 57Q: 17 clusters Score -1.496606e+08 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 183710 members 
Mstep: Class 3 contains 199232 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7264 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 181240 members 
Mstep: Class 12 contains 181323 members 
Mstep: Class 13 contains 82069 members 
Mstep: Class 14 contains 199772 members 
Mstep: Class 15 contains 38560 members 
Mstep: Class 16 contains 66872 members 
Mstep: Class 17 contains 8003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662096.000000 Penalty: 55510.718750
Iteration 58Q: 17 clusters Score -1.496621e+08 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 183153 members 
Mstep: Class 3 contains 200260 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 180836 members 
Mstep: Class 12 contains 181430 members 
Mstep: Class 13 contains 82144 members 
Mstep: Class 14 contains 198271 members 
Mstep: Class 15 contains 39652 members 
Mstep: Class 16 contains 66623 members 
Mstep: Class 17 contains 8006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663040.000000 Penalty: 55510.718750
Iteration 59Q: 17 clusters Score -1.49663e+08 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 182754 members 
Mstep: Class 3 contains 201078 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6975 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 180224 members 
Mstep: Class 12 contains 181306 members 
Mstep: Class 13 contains 82232 members 
Mstep: Class 14 contains 197387 members 
Mstep: Class 15 contains 40660 members 
Mstep: Class 16 contains 66369 members 
Mstep: Class 17 contains 8009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149666272.000000 Penalty: 55510.718750
Iteration 60F: 17 clusters Score -1.496663e+08 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 182065 members 
Mstep: Class 3 contains 201290 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6839 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 179046 members 
Mstep: Class 12 contains 180822 members 
Mstep: Class 13 contains 82342 members 
Mstep: Class 14 contains 197941 members 
Mstep: Class 15 contains 41599 members 
Mstep: Class 16 contains 66122 members 
Mstep: Class 17 contains 8014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149666848.000000 Penalty: 55510.718750
Iteration 61Q: 17 clusters Score -1.496668e+08 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 181599 members 
Mstep: Class 3 contains 201553 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6705 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 178002 members 
Mstep: Class 12 contains 180391 members 
Mstep: Class 13 contains 82467 members 
Mstep: Class 14 contains 198104 members 
Mstep: Class 15 contains 42455 members 
Mstep: Class 16 contains 65885 members 
Mstep: Class 17 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667728.000000 Penalty: 55510.718750
Iteration 62Q: 17 clusters Score -1.496677e+08 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 181110 members 
Mstep: Class 3 contains 201794 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 177007 members 
Mstep: Class 12 contains 180059 members 
Mstep: Class 13 contains 82604 members 
Mstep: Class 14 contains 198270 members 
Mstep: Class 15 contains 43338 members 
Mstep: Class 16 contains 65600 members 
Mstep: Class 17 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667888.000000 Penalty: 55510.718750
Iteration 63Q: 17 clusters Score -1.496679e+08 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 180707 members 
Mstep: Class 3 contains 201945 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 8 contains 1791 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 176184 members 
Mstep: Class 12 contains 179633 members 
Mstep: Class 13 contains 82737 members 
Mstep: Class 14 contains 198477 members 
Mstep: Class 15 contains 44123 members 
Mstep: Class 16 contains 65289 members 
Mstep: Class 17 contains 8029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668848.000000 Penalty: 55510.718750
Iteration 64Q: 17 clusters Score -1.496688e+08 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 180418 members 
Mstep: Class 3 contains 202006 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 175416 members 
Mstep: Class 12 contains 179157 members 
Mstep: Class 13 contains 82831 members 
Mstep: Class 14 contains 198802 members 
Mstep: Class 15 contains 44888 members 
Mstep: Class 16 contains 64934 members 
Mstep: Class 17 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669712.000000 Penalty: 55510.718750
Iteration 65Q: 17 clusters Score -1.496697e+08 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 180128 members 
Mstep: Class 3 contains 201954 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 174734 members 
Mstep: Class 12 contains 178810 members 
Mstep: Class 13 contains 82929 members 
Mstep: Class 14 contains 199121 members 
Mstep: Class 15 contains 45570 members 
Mstep: Class 16 contains 64607 members 
Mstep: Class 17 contains 8039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669936.000000 Penalty: 55510.718750
Iteration 66Q: 17 clusters Score -1.496699e+08 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 179929 members 
Mstep: Class 3 contains 201844 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 8 contains 1789 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 174163 members 
Mstep: Class 12 contains 178460 members 
Mstep: Class 13 contains 83013 members 
Mstep: Class 14 contains 199364 members 
Mstep: Class 15 contains 46189 members 
Mstep: Class 16 contains 64303 members 
Mstep: Class 17 contains 8046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670896.000000 Penalty: 55510.718750
Iteration 67Q: 17 clusters Score -1.496709e+08 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 179711 members 
Mstep: Class 3 contains 201628 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 173710 members 
Mstep: Class 12 contains 178130 members 
Mstep: Class 13 contains 83101 members 
Mstep: Class 14 contains 199637 members 
Mstep: Class 15 contains 46757 members 
Mstep: Class 16 contains 64036 members 
Mstep: Class 17 contains 8058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672000.000000 Penalty: 55510.718750
Iteration 68Q: 17 clusters Score -1.49672e+08 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 179550 members 
Mstep: Class 3 contains 201279 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5875 members 
Mstep: Class 8 contains 1777 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 173401 members 
Mstep: Class 12 contains 177794 members 
Mstep: Class 13 contains 83177 members 
Mstep: Class 14 contains 199987 members 
Mstep: Class 15 contains 47213 members 
Mstep: Class 16 contains 63771 members 
Mstep: Class 17 contains 8064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672272.000000 Penalty: 55510.718750
Iteration 69Q: 17 clusters Score -1.496723e+08 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 179436 members 
Mstep: Class 3 contains 200831 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5758 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 173145 members 
Mstep: Class 12 contains 177518 members 
Mstep: Class 13 contains 83267 members 
Mstep: Class 14 contains 200386 members 
Mstep: Class 15 contains 47598 members 
Mstep: Class 16 contains 63482 members 
Mstep: Class 17 contains 8075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672704.000000 Penalty: 55510.718750
Iteration 70Q: 17 clusters Score -1.496727e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 179250 members 
Mstep: Class 3 contains 200409 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5655 members 
Mstep: Class 8 contains 1788 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 172980 members 
Mstep: Class 12 contains 177304 members 
Mstep: Class 13 contains 83322 members 
Mstep: Class 14 contains 200682 members 
Mstep: Class 15 contains 47990 members 
Mstep: Class 16 contains 63200 members 
Mstep: Class 17 contains 8079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673328.000000 Penalty: 55510.718750
Iteration 71Q: 17 clusters Score -1.496733e+08 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 179005 members 
Mstep: Class 3 contains 199832 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 172913 members 
Mstep: Class 12 contains 177122 members 
Mstep: Class 13 contains 83401 members 
Mstep: Class 14 contains 201086 members 
Mstep: Class 15 contains 48354 members 
Mstep: Class 16 contains 62977 members 
Mstep: Class 17 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673632.000000 Penalty: 55510.718750
Iteration 72Q: 17 clusters Score -1.496736e+08 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 178732 members 
Mstep: Class 3 contains 199179 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5458 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 172984 members 
Mstep: Class 12 contains 176890 members 
Mstep: Class 13 contains 83470 members 
Mstep: Class 14 contains 201566 members 
Mstep: Class 15 contains 48681 members 
Mstep: Class 16 contains 62761 members 
Mstep: Class 17 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674592.000000 Penalty: 55510.718750
Iteration 73Q: 17 clusters Score -1.496746e+08 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 178472 members 
Mstep: Class 3 contains 198393 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 173054 members 
Mstep: Class 12 contains 176672 members 
Mstep: Class 13 contains 83572 members 
Mstep: Class 14 contains 202097 members 
Mstep: Class 15 contains 48975 members 
Mstep: Class 16 contains 62565 members 
Mstep: Class 17 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675424.000000 Penalty: 55510.718750
Iteration 74Q: 17 clusters Score -1.496754e+08 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 178127 members 
Mstep: Class 3 contains 197560 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 173162 members 
Mstep: Class 12 contains 176431 members 
Mstep: Class 13 contains 83663 members 
Mstep: Class 14 contains 202688 members 
Mstep: Class 15 contains 49284 members 
Mstep: Class 16 contains 62412 members 
Mstep: Class 17 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676064.000000 Penalty: 55510.718750
Iteration 75Q: 17 clusters Score -1.496761e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 177730 members 
Mstep: Class 3 contains 196583 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 173390 members 
Mstep: Class 12 contains 176196 members 
Mstep: Class 13 contains 83734 members 
Mstep: Class 14 contains 203401 members 
Mstep: Class 15 contains 49589 members 
Mstep: Class 16 contains 62257 members 
Mstep: Class 17 contains 8126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676800.000000 Penalty: 55510.718750
Iteration 76Q: 17 clusters Score -1.496768e+08 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 177295 members 
Mstep: Class 3 contains 195587 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 173640 members 
Mstep: Class 12 contains 175954 members 
Mstep: Class 13 contains 83837 members 
Mstep: Class 14 contains 204121 members 
Mstep: Class 15 contains 49892 members 
Mstep: Class 16 contains 62097 members 
Mstep: Class 17 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676688.000000 Penalty: 55510.718750
Iteration 77Q: 17 clusters Score -1.496767e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 176899 members 
Mstep: Class 3 contains 194641 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 8 contains 1781 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 173940 members 
Mstep: Class 12 contains 175669 members 
Mstep: Class 13 contains 83921 members 
Mstep: Class 14 contains 204826 members 
Mstep: Class 15 contains 50148 members 
Mstep: Class 16 contains 61962 members 
Mstep: Class 17 contains 8141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677216.000000 Penalty: 55510.718750
Iteration 78Q: 17 clusters Score -1.496772e+08 nChanged 5834
Entering ConstructFrom: 
Score: -149677216.000000 Penalty: 55510.718750
Entering ConstructFrom: 
Trying to split cluster 1 (45169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Entering Unmasked Estep 
Score: -5864584.500000 Penalty: 2658.105225
	Iteration 0F: 2 clusters Score -5864584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5834066.500000 Penalty: 5316.210449
	Iteration 0F: 3 clusters Score -5834066 nChanged 20801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5845364.500000 Penalty: 5316.210449
	Iteration 1F: 3 clusters Score -5845364 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -5845879.500000 Penalty: 5316.210449
	Iteration 2Q: 3 clusters Score -5845880 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5846304.000000 Penalty: 5316.210449
	Iteration 3Q: 3 clusters Score -5846304 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5846765.000000 Penalty: 5316.210449
	Iteration 4Q: 3 clusters Score -5846765 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5847300.500000 Penalty: 5316.210449
	Iteration 5Q: 3 clusters Score -5847300 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5848096.000000 Penalty: 5316.210449
	Iteration 6Q: 3 clusters Score -5848096 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -5849426.000000 Penalty: 5316.210449
	Iteration 7F: 3 clusters Score -5849426 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -5851480.000000 Penalty: 5316.210449
	Iteration 8F: 3 clusters Score -5851480 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -5854247.000000 Penalty: 5316.210449
	Iteration 9F: 3 clusters Score -5854247 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5857268.500000 Penalty: 5316.210449
	Iteration 10F: 3 clusters Score -5857268 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5859632.000000 Penalty: 5316.210449
	Iteration 11F: 3 clusters Score -5859632 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5861051.500000 Penalty: 5316.210449
	Iteration 12Q: 3 clusters Score -5861052 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -5861817.000000 Penalty: 5316.210449
	Iteration 13Q: 3 clusters Score -5861817 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -5862132.000000 Penalty: 5316.210449
	Iteration 14Q: 3 clusters Score -5862132 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5862294.500000 Penalty: 5316.210449
	Iteration 15Q: 3 clusters Score -5862294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5862379.500000 Penalty: 5316.210449
	Iteration 16Q: 3 clusters Score -5862380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -5862438.500000 Penalty: 5316.210449
	Iteration 17Q: 3 clusters Score -5862438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -5862484.500000 Penalty: 5316.210449
	Iteration 18Q: 3 clusters Score -5862484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5862493.000000 Penalty: 5316.210449
	Iteration 19Q: 3 clusters Score -5862493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5862510.000000 Penalty: 5316.210449
	Iteration 20F: 3 clusters Score -5862510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5862519.000000 Penalty: 5316.210449
	Iteration 21Q: 3 clusters Score -5862519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -5862520.000000 Penalty: 5316.210449
	Iteration 22Q: 3 clusters Score -5862520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5862521.000000 Penalty: 5316.210449
	Iteration 23Q: 3 clusters Score -5862521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5862529.000000 Penalty: 5316.210449
	Iteration 24Q: 3 clusters Score -5862529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -5862525.500000 Penalty: 5316.210449
	Iteration 25Q: 3 clusters Score -5862526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -5862517.500000 Penalty: 5316.210449
	Iteration 26Q: 3 clusters Score -5862518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5862520.500000 Penalty: 5316.210449
	Iteration 27Q: 3 clusters Score -5862520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5862524.500000 Penalty: 5316.210449
	Iteration 28Q: 3 clusters Score -5862524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -5862523.000000 Penalty: 5316.210449
	Iteration 29Q: 3 clusters Score -5862523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5862532.500000 Penalty: 5316.210449
	Iteration 30Q: 3 clusters Score -5862532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -5862540.000000 Penalty: 5316.210449
	Iteration 31Q: 3 clusters Score -5862540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5862537.500000 Penalty: 5316.210449
	Iteration 32Q: 3 clusters Score -5862538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -5862539.500000 Penalty: 5316.210449
	Iteration 33Q: 3 clusters Score -5862540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -5862539.500000 Penalty: 5316.210449
	Iteration 34F: 3 clusters Score -5862540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176387 members 
Entering Unmasked Estep 
Score: -22556420.000000 Penalty: 2995.947998
	Iteration 0F: 2 clusters Score -2.255642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -22439578.000000 Penalty: 5991.895996
	Iteration 0F: 3 clusters Score -2.243958e+07 nChanged 84287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -22488984.000000 Penalty: 5991.895996
	Iteration 1F: 3 clusters Score -2.248898e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -22490546.000000 Penalty: 5991.895996
	Iteration 2Q: 3 clusters Score -2.249055e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -22493026.000000 Penalty: 5991.895996
	Iteration 3Q: 3 clusters Score -2.249303e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -22497256.000000 Penalty: 5991.895996
	Iteration 4Q: 3 clusters Score -2.249726e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 120548 members 
Entering Unmasked Estep 
Score: -22504360.000000 Penalty: 5991.895996
	Iteration 5F: 3 clusters Score -2.250436e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 134175 members 
Entering Unmasked Estep 
Score: -22515198.000000 Penalty: 5991.895996
	Iteration 6F: 3 clusters Score -2.25152e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -22529106.000000 Penalty: 5991.895996
	Iteration 7F: 3 clusters Score -2.252911e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -22541064.000000 Penalty: 5991.895996
	Iteration 8F: 3 clusters Score -2.254106e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -22548204.000000 Penalty: 5991.895996
	Iteration 9Q: 3 clusters Score -2.25482e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 172769 members 
Entering Unmasked Estep 
Score: -22551490.000000 Penalty: 5991.895996
	Iteration 10Q: 3 clusters Score -2.255149e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 174309 members 
Entering Unmasked Estep 
Score: -22552820.000000 Penalty: 5991.895996
	Iteration 11Q: 3 clusters Score -2.255282e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -22553370.000000 Penalty: 5991.895996
	Iteration 12Q: 3 clusters Score -2.255337e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 175169 members 
Entering Unmasked Estep 
Score: -22553584.000000 Penalty: 5991.895996
	Iteration 13Q: 3 clusters Score -2.255358e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -22553750.000000 Penalty: 5991.895996
	Iteration 14Q: 3 clusters Score -2.255375e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 175416 members 
Entering Unmasked Estep 
Score: -22553828.000000 Penalty: 5991.895996
	Iteration 15Q: 3 clusters Score -2.255383e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -22553874.000000 Penalty: 5991.895996
	Iteration 16Q: 3 clusters Score -2.255387e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -22553876.000000 Penalty: 5991.895996
	Iteration 17Q: 3 clusters Score -2.255388e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -22553892.000000 Penalty: 5991.895996
	Iteration 18Q: 3 clusters Score -2.255389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 175566 members 
Entering Unmasked Estep 
Score: -22553904.000000 Penalty: 5991.895996
	Iteration 19Q: 3 clusters Score -2.25539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 175576 members 
Entering Unmasked Estep 
Score: -22553916.000000 Penalty: 5991.895996
	Iteration 20F: 3 clusters Score -2.255392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 175587 members 
Entering Unmasked Estep 
Score: -22553908.000000 Penalty: 5991.895996
	Iteration 21Q: 3 clusters Score -2.255391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -22553944.000000 Penalty: 5991.895996
	Iteration 22Q: 3 clusters Score -2.255394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -22553948.000000 Penalty: 5991.895996
	Iteration 23Q: 3 clusters Score -2.255395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -22553946.000000 Penalty: 5991.895996
	Iteration 24Q: 3 clusters Score -2.255395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22553960.000000 Penalty: 5991.895996
	Iteration 25Q: 3 clusters Score -2.255396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -22553972.000000 Penalty: 5991.895996
	Iteration 26Q: 3 clusters Score -2.255397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -22553972.000000 Penalty: 5991.895996
	Iteration 27Q: 3 clusters Score -2.255397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 175633 members 
Entering Unmasked Estep 
Score: -22553982.000000 Penalty: 5991.895996
	Iteration 28Q: 3 clusters Score -2.255398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -22553984.000000 Penalty: 5991.895996
	Iteration 29Q: 3 clusters Score -2.255398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 175639 members 
Entering Unmasked Estep 
Score: -22553998.000000 Penalty: 5991.895996
	Iteration 30Q: 3 clusters Score -2.2554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -22553996.000000 Penalty: 5991.895996
	Iteration 31Q: 3 clusters Score -2.2554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -22553998.000000 Penalty: 5991.895996
	Iteration 32Q: 3 clusters Score -2.2554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -22553984.000000 Penalty: 5991.895996
	Iteration 33Q: 3 clusters Score -2.255398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -22553996.000000 Penalty: 5991.895996
	Iteration 34Q: 3 clusters Score -2.2554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -22553984.000000 Penalty: 5991.895996
	Iteration 35Q: 3 clusters Score -2.255398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -22554010.000000 Penalty: 5991.895996
	Iteration 36Q: 3 clusters Score -2.255401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -22553996.000000 Penalty: 5991.895996
	Iteration 37Q: 3 clusters Score -2.2554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 175642 members 
Entering Unmasked Estep 
Score: -22554008.000000 Penalty: 5991.895996
	Iteration 38Q: 3 clusters Score -2.255401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 175643 members 
Entering Unmasked Estep 
Score: -22553998.000000 Penalty: 5991.895996
	Iteration 39Q: 3 clusters Score -2.2554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -22553996.000000 Penalty: 5991.895996
	Iteration 40F: 3 clusters Score -2.2554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -22554002.000000 Penalty: 5991.895996
	Iteration 41Q: 3 clusters Score -2.2554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -22554012.000000 Penalty: 5991.895996
	Iteration 42Q: 3 clusters Score -2.255401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -22554010.000000 Penalty: 5991.895996
	Iteration 43Q: 3 clusters Score -2.255401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -22554016.000000 Penalty: 5991.895996
	Iteration 44Q: 3 clusters Score -2.255402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -22554026.000000 Penalty: 5991.895996
	Iteration 45Q: 3 clusters Score -2.255403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -22554014.000000 Penalty: 5991.895996
	Iteration 46Q: 3 clusters Score -2.255401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -22554014.000000 Penalty: 5991.895996
	Iteration 47F: 3 clusters Score -2.255401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (193708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193708 members 
Entering Unmasked Estep 
Score: -24756230.000000 Penalty: 3019.178711
	Iteration 0F: 2 clusters Score -2.475623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -24627958.000000 Penalty: 6038.357422
	Iteration 0F: 3 clusters Score -2.462796e+07 nChanged 93401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -24683160.000000 Penalty: 6038.357422
	Iteration 1F: 3 clusters Score -2.468316e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -24684890.000000 Penalty: 6038.357422
	Iteration 2Q: 3 clusters Score -2.468489e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -24687454.000000 Penalty: 6038.357422
	Iteration 3Q: 3 clusters Score -2.468745e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -24692128.000000 Penalty: 6038.357422
	Iteration 4Q: 3 clusters Score -2.469213e+07 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134597 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -24700734.000000 Penalty: 6038.357422
	Iteration 5F: 3 clusters Score -2.470073e+07 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -24713792.000000 Penalty: 6038.357422
	Iteration 6F: 3 clusters Score -2.471379e+07 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -24729756.000000 Penalty: 6038.357422
	Iteration 7F: 3 clusters Score -2.472976e+07 nChanged 13590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180327 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -24742870.000000 Penalty: 6038.357422
	Iteration 8F: 3 clusters Score -2.474287e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -24749864.000000 Penalty: 6038.357422
	Iteration 9Q: 3 clusters Score -2.474986e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191918 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24752400.000000 Penalty: 6038.357422
	Iteration 10Q: 3 clusters Score -2.47524e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192988 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -24753114.000000 Penalty: 6038.357422
	Iteration 11Q: 3 clusters Score -2.475311e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193277 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -24753364.000000 Penalty: 6038.357422
	Iteration 12Q: 3 clusters Score -2.475336e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193361 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24753434.000000 Penalty: 6038.357422
	Iteration 13Q: 3 clusters Score -2.475343e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24753494.000000 Penalty: 6038.357422
	Iteration 14Q: 3 clusters Score -2.475349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193411 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24753496.000000 Penalty: 6038.357422
	Iteration 15Q: 3 clusters Score -2.47535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193414 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24753522.000000 Penalty: 6038.357422
	Iteration 16Q: 3 clusters Score -2.475352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193416 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24753548.000000 Penalty: 6038.357422
	Iteration 17Q: 3 clusters Score -2.475355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24753554.000000 Penalty: 6038.357422
	Iteration 18Q: 3 clusters Score -2.475355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193427 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24753550.000000 Penalty: 6038.357422
	Iteration 19Q: 3 clusters Score -2.475355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24753568.000000 Penalty: 6038.357422
	Iteration 20F: 3 clusters Score -2.475357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24753574.000000 Penalty: 6038.357422
	Iteration 21Q: 3 clusters Score -2.475357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193433 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24753576.000000 Penalty: 6038.357422
	Iteration 22Q: 3 clusters Score -2.475358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24753568.000000 Penalty: 6038.357422
	Iteration 23Q: 3 clusters Score -2.475357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24753586.000000 Penalty: 6038.357422
	Iteration 24Q: 3 clusters Score -2.475359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24753576.000000 Penalty: 6038.357422
	Iteration 25Q: 3 clusters Score -2.475358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24753568.000000 Penalty: 6038.357422
	Iteration 26Q: 3 clusters Score -2.475357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24753568.000000 Penalty: 6038.357422
	Iteration 27F: 3 clusters Score -2.475357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -552896.125000 Penalty: 2082.022217
	Iteration 0F: 2 clusters Score -552896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -548739.875000 Penalty: 4164.044434
	Iteration 0F: 3 clusters Score -548739.9 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -549669.000000 Penalty: 4164.044434
	Iteration 1F: 3 clusters Score -549669 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -549861.750000 Penalty: 4164.044434
	Iteration 2F: 3 clusters Score -549861.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -549995.000000 Penalty: 4164.044434
	Iteration 3F: 3 clusters Score -549995 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -550091.812500 Penalty: 4164.044434
	Iteration 4Q: 3 clusters Score -550091.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -550151.625000 Penalty: 4164.044434
	Iteration 5Q: 3 clusters Score -550151.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -550202.500000 Penalty: 4164.044434
	Iteration 6Q: 3 clusters Score -550202.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -550239.687500 Penalty: 4164.044434
	Iteration 7Q: 3 clusters Score -550239.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -550265.000000 Penalty: 4164.044434
	Iteration 8Q: 3 clusters Score -550265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -550287.500000 Penalty: 4164.044434
	Iteration 9Q: 3 clusters Score -550287.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -550307.937500 Penalty: 4164.044434
	Iteration 10Q: 3 clusters Score -550307.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -550326.875000 Penalty: 4164.044434
	Iteration 11Q: 3 clusters Score -550326.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -550339.937500 Penalty: 4164.044434
	Iteration 12Q: 3 clusters Score -550339.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -550353.125000 Penalty: 4164.044434
	Iteration 13Q: 3 clusters Score -550353.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -550361.312500 Penalty: 4164.044434
	Iteration 14Q: 3 clusters Score -550361.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -550374.937500 Penalty: 4164.044434
	Iteration 15Q: 3 clusters Score -550374.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -550388.875000 Penalty: 4164.044434
	Iteration 16Q: 3 clusters Score -550388.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -550402.562500 Penalty: 4164.044434
	Iteration 17Q: 3 clusters Score -550402.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -550413.875000 Penalty: 4164.044434
	Iteration 18Q: 3 clusters Score -550413.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -550426.125000 Penalty: 4164.044434
	Iteration 19Q: 3 clusters Score -550426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -550445.125000 Penalty: 4164.044434
	Iteration 20F: 3 clusters Score -550445.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -550461.562500 Penalty: 4164.044434
	Iteration 21Q: 3 clusters Score -550461.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -550475.187500 Penalty: 4164.044434
	Iteration 22Q: 3 clusters Score -550475.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -550488.437500 Penalty: 4164.044434
	Iteration 23Q: 3 clusters Score -550488.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -550500.562500 Penalty: 4164.044434
	Iteration 24Q: 3 clusters Score -550500.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -550508.375000 Penalty: 4164.044434
	Iteration 25Q: 3 clusters Score -550508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -550515.187500 Penalty: 4164.044434
	Iteration 26Q: 3 clusters Score -550515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -550520.312500 Penalty: 4164.044434
	Iteration 27Q: 3 clusters Score -550520.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -550528.437500 Penalty: 4164.044434
	Iteration 28Q: 3 clusters Score -550528.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -550535.375000 Penalty: 4164.044434
	Iteration 29Q: 3 clusters Score -550535.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -550541.812500 Penalty: 4164.044434
	Iteration 30Q: 3 clusters Score -550541.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -550545.750000 Penalty: 4164.044434
	Iteration 31Q: 3 clusters Score -550545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -550550.562500 Penalty: 4164.044434
	Iteration 32Q: 3 clusters Score -550550.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -550559.187500 Penalty: 4164.044434
	Iteration 33Q: 3 clusters Score -550559.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -550573.062500 Penalty: 4164.044434
	Iteration 34Q: 3 clusters Score -550573.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -550585.125000 Penalty: 4164.044434
	Iteration 35Q: 3 clusters Score -550585.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -550601.250000 Penalty: 4164.044434
	Iteration 36Q: 3 clusters Score -550601.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -550622.750000 Penalty: 4164.044434
	Iteration 37Q: 3 clusters Score -550622.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -550636.125000 Penalty: 4164.044434
	Iteration 38Q: 3 clusters Score -550636.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -550642.812500 Penalty: 4164.044434
	Iteration 39Q: 3 clusters Score -550642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -550652.625000 Penalty: 4164.044434
	Iteration 40F: 3 clusters Score -550652.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -550660.250000 Penalty: 4164.044434
	Iteration 41Q: 3 clusters Score -550660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -550667.687500 Penalty: 4164.044434
	Iteration 42Q: 3 clusters Score -550667.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -550672.000000 Penalty: 4164.044434
	Iteration 43Q: 3 clusters Score -550672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -550678.812500 Penalty: 4164.044434
	Iteration 44Q: 3 clusters Score -550678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -550687.812500 Penalty: 4164.044434
	Iteration 45Q: 3 clusters Score -550687.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -550695.375000 Penalty: 4164.044434
	Iteration 46Q: 3 clusters Score -550695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -550705.375000 Penalty: 4164.044434
	Iteration 47Q: 3 clusters Score -550705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -550715.312500 Penalty: 4164.044434
	Iteration 48Q: 3 clusters Score -550715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -550728.312500 Penalty: 4164.044434
	Iteration 49Q: 3 clusters Score -550728.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -550741.875000 Penalty: 4164.044434
	Iteration 50Q: 3 clusters Score -550741.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -550757.437500 Penalty: 4164.044434
	Iteration 51Q: 3 clusters Score -550757.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -550773.500000 Penalty: 4164.044434
	Iteration 52Q: 3 clusters Score -550773.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -550789.375000 Penalty: 4164.044434
	Iteration 53Q: 3 clusters Score -550789.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -550801.312500 Penalty: 4164.044434
	Iteration 54Q: 3 clusters Score -550801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -550810.375000 Penalty: 4164.044434
	Iteration 55Q: 3 clusters Score -550810.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -550820.500000 Penalty: 4164.044434
	Iteration 56Q: 3 clusters Score -550820.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -550829.812500 Penalty: 4164.044434
	Iteration 57Q: 3 clusters Score -550829.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -550837.687500 Penalty: 4164.044434
	Iteration 58Q: 3 clusters Score -550837.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -550844.000000 Penalty: 4164.044434
	Iteration 59Q: 3 clusters Score -550844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -550849.812500 Penalty: 4164.044434
	Iteration 60F: 3 clusters Score -550849.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -550858.000000 Penalty: 4164.044434
	Iteration 61Q: 3 clusters Score -550858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -550862.875000 Penalty: 4164.044434
	Iteration 62Q: 3 clusters Score -550862.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -550869.000000 Penalty: 4164.044434
	Iteration 63Q: 3 clusters Score -550869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -550873.187500 Penalty: 4164.044434
	Iteration 64Q: 3 clusters Score -550873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -550877.125000 Penalty: 4164.044434
	Iteration 65Q: 3 clusters Score -550877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -550880.812500 Penalty: 4164.044434
	Iteration 66Q: 3 clusters Score -550880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -550885.750000 Penalty: 4164.044434
	Iteration 67Q: 3 clusters Score -550885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -550890.250000 Penalty: 4164.044434
	Iteration 68Q: 3 clusters Score -550890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -550893.312500 Penalty: 4164.044434
	Iteration 69Q: 3 clusters Score -550893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -550898.875000 Penalty: 4164.044434
	Iteration 70Q: 3 clusters Score -550898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -550904.062500 Penalty: 4164.044434
	Iteration 71Q: 3 clusters Score -550904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -550909.375000 Penalty: 4164.044434
	Iteration 72Q: 3 clusters Score -550909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -550912.187500 Penalty: 4164.044434
	Iteration 73Q: 3 clusters Score -550912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -550915.437500 Penalty: 4164.044434
	Iteration 74Q: 3 clusters Score -550915.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -550920.250000 Penalty: 4164.044434
	Iteration 75Q: 3 clusters Score -550920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -550925.937500 Penalty: 4164.044434
	Iteration 76Q: 3 clusters Score -550925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -550927.625000 Penalty: 4164.044434
	Iteration 77Q: 3 clusters Score -550927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -550928.750000 Penalty: 4164.044434
	Iteration 78Q: 3 clusters Score -550928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -550931.000000 Penalty: 4164.044434
	Iteration 79Q: 3 clusters Score -550931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -550933.062500 Penalty: 4164.044434
	Iteration 80F: 3 clusters Score -550933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -550936.937500 Penalty: 4164.044434
	Iteration 81Q: 3 clusters Score -550936.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -550943.375000 Penalty: 4164.044434
	Iteration 82Q: 3 clusters Score -550943.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -550949.437500 Penalty: 4164.044434
	Iteration 83Q: 3 clusters Score -550949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -550958.875000 Penalty: 4164.044434
	Iteration 84Q: 3 clusters Score -550958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -550973.187500 Penalty: 4164.044434
	Iteration 85Q: 3 clusters Score -550973.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -550985.000000 Penalty: 4164.044434
	Iteration 86Q: 3 clusters Score -550985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -550996.750000 Penalty: 4164.044434
	Iteration 87Q: 3 clusters Score -550996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -551005.125000 Penalty: 4164.044434
	Iteration 88Q: 3 clusters Score -551005.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -551011.750000 Penalty: 4164.044434
	Iteration 89Q: 3 clusters Score -551011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -551018.750000 Penalty: 4164.044434
	Iteration 90Q: 3 clusters Score -551018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -551023.625000 Penalty: 4164.044434
	Iteration 91Q: 3 clusters Score -551023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -551027.875000 Penalty: 4164.044434
	Iteration 92Q: 3 clusters Score -551027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -551031.812500 Penalty: 4164.044434
	Iteration 93Q: 3 clusters Score -551031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -551036.125000 Penalty: 4164.044434
	Iteration 94Q: 3 clusters Score -551036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -551038.375000 Penalty: 4164.044434
	Iteration 95Q: 3 clusters Score -551038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -551042.625000 Penalty: 4164.044434
	Iteration 96Q: 3 clusters Score -551042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -551046.312500 Penalty: 4164.044434
	Iteration 97Q: 3 clusters Score -551046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -551050.062500 Penalty: 4164.044434
	Iteration 98Q: 3 clusters Score -551050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -551052.562500 Penalty: 4164.044434
	Iteration 99Q: 3 clusters Score -551052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -551056.250000 Penalty: 4164.044434
	Iteration 100F: 3 clusters Score -551056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -551058.875000 Penalty: 4164.044434
	Iteration 101Q: 3 clusters Score -551058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -551067.625000 Penalty: 4164.044434
	Iteration 102Q: 3 clusters Score -551067.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -551078.000000 Penalty: 4164.044434
	Iteration 103Q: 3 clusters Score -551078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -551087.312500 Penalty: 4164.044434
	Iteration 104Q: 3 clusters Score -551087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -551099.875000 Penalty: 4164.044434
	Iteration 105Q: 3 clusters Score -551099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -551103.937500 Penalty: 4164.044434
	Iteration 106Q: 3 clusters Score -551103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -551111.062500 Penalty: 4164.044434
	Iteration 107Q: 3 clusters Score -551111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -551119.375000 Penalty: 4164.044434
	Iteration 108Q: 3 clusters Score -551119.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -551128.687500 Penalty: 4164.044434
	Iteration 109Q: 3 clusters Score -551128.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -551137.000000 Penalty: 4164.044434
	Iteration 110Q: 3 clusters Score -551137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -551140.000000 Penalty: 4164.044434
	Iteration 111Q: 3 clusters Score -551140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -551143.937500 Penalty: 4164.044434
	Iteration 112Q: 3 clusters Score -551143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -551147.125000 Penalty: 4164.044434
	Iteration 113Q: 3 clusters Score -551147.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -551157.312500 Penalty: 4164.044434
	Iteration 114Q: 3 clusters Score -551157.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -551167.125000 Penalty: 4164.044434
	Iteration 115Q: 3 clusters Score -551167.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -551173.625000 Penalty: 4164.044434
	Iteration 116Q: 3 clusters Score -551173.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -551183.562500 Penalty: 4164.044434
	Iteration 117Q: 3 clusters Score -551183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -551200.437500 Penalty: 4164.044434
	Iteration 118Q: 3 clusters Score -551200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -551227.250000 Penalty: 4164.044434
	Iteration 119Q: 3 clusters Score -551227.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -551254.875000 Penalty: 4164.044434
	Iteration 120F: 3 clusters Score -551254.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -551286.500000 Penalty: 4164.044434
	Iteration 121Q: 3 clusters Score -551286.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -551314.750000 Penalty: 4164.044434
	Iteration 122Q: 3 clusters Score -551314.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -551334.250000 Penalty: 4164.044434
	Iteration 123Q: 3 clusters Score -551334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -551350.250000 Penalty: 4164.044434
	Iteration 124Q: 3 clusters Score -551350.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -551357.812500 Penalty: 4164.044434
	Iteration 125Q: 3 clusters Score -551357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -551361.250000 Penalty: 4164.044434
	Iteration 126Q: 3 clusters Score -551361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -551363.437500 Penalty: 4164.044434
	Iteration 127Q: 3 clusters Score -551363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -551364.812500 Penalty: 4164.044434
	Iteration 128Q: 3 clusters Score -551364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -551366.687500 Penalty: 4164.044434
	Iteration 129Q: 3 clusters Score -551366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -551366.687500 Penalty: 4164.044434
	Iteration 130F: 3 clusters Score -551366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -127590.601562 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -127590.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125771.117188 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -125771.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127925.039062 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -127925 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -130786.460938 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -130786.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -132402.421875 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -132402.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -132511.687500 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -132511.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -132618.593750 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -132618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132631.562500 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -132631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132631.562500 Penalty: 3565.452637
	Iteration 7F: 3 clusters Score -132631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 176387 members 
Mstep: Class 3 contains 193708 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 174313 members 
Mstep: Class 12 contains 175418 members 
Mstep: Class 13 contains 83999 members 
Mstep: Class 14 contains 205492 members 
Mstep: Class 15 contains 50401 members 
Mstep: Class 16 contains 61850 members 
Mstep: Class 17 contains 8151 members 
Entering Unmasked Estep 
Score: -149680576.000000 Penalty: 58980.136719
Splitting cluster 5 changes total score from -149677216.000000 to -149680576.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -714451.687500 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -714451.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -709623.125000 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -709623.1 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -710745.062500 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -710745.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -710917.250000 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -710917.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -711032.437500 Penalty: 4268.544434
	Iteration 3Q: 3 clusters Score -711032.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -711105.812500 Penalty: 4268.544434
	Iteration 4Q: 3 clusters Score -711105.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -711162.312500 Penalty: 4268.544434
	Iteration 5Q: 3 clusters Score -711162.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -711208.125000 Penalty: 4268.544434
	Iteration 6Q: 3 clusters Score -711208.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -711249.562500 Penalty: 4268.544434
	Iteration 7Q: 3 clusters Score -711249.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -711282.250000 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -711282.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -711318.875000 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -711318.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -711348.500000 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -711348.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -711379.437500 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -711379.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -711411.875000 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -711411.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -711438.500000 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -711438.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -711465.937500 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -711465.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -711491.187500 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -711491.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -711514.437500 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -711514.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -711532.187500 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -711532.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -711548.562500 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -711548.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -711562.437500 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -711562.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -711585.187500 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -711585.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -711600.875000 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -711600.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -711616.812500 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -711616.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -711640.687500 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -711640.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -711666.687500 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -711666.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -711696.437500 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -711696.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -711726.125000 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -711726.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -711756.625000 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -711756.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -711785.625000 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -711785.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -711824.375000 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -711824.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -711870.187500 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -711870.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -711923.187500 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -711923.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -711968.250000 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -711968.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -712021.000000 Penalty: 4268.544434
	Iteration 33Q: 3 clusters Score -712021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -712065.312500 Penalty: 4268.544434
	Iteration 34Q: 3 clusters Score -712065.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -712097.625000 Penalty: 4268.544434
	Iteration 35Q: 3 clusters Score -712097.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -712131.125000 Penalty: 4268.544434
	Iteration 36Q: 3 clusters Score -712131.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -712160.687500 Penalty: 4268.544434
	Iteration 37Q: 3 clusters Score -712160.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -712180.625000 Penalty: 4268.544434
	Iteration 38Q: 3 clusters Score -712180.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -712196.812500 Penalty: 4268.544434
	Iteration 39Q: 3 clusters Score -712196.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -712207.625000 Penalty: 4268.544434
	Iteration 40F: 3 clusters Score -712207.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -712215.125000 Penalty: 4268.544434
	Iteration 41Q: 3 clusters Score -712215.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -712223.375000 Penalty: 4268.544434
	Iteration 42Q: 3 clusters Score -712223.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -712237.000000 Penalty: 4268.544434
	Iteration 43Q: 3 clusters Score -712237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -712247.812500 Penalty: 4268.544434
	Iteration 44Q: 3 clusters Score -712247.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -712261.375000 Penalty: 4268.544434
	Iteration 45Q: 3 clusters Score -712261.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -712272.875000 Penalty: 4268.544434
	Iteration 46Q: 3 clusters Score -712272.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -712284.000000 Penalty: 4268.544434
	Iteration 47Q: 3 clusters Score -712284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -712297.000000 Penalty: 4268.544434
	Iteration 48Q: 3 clusters Score -712297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -712312.500000 Penalty: 4268.544434
	Iteration 49Q: 3 clusters Score -712312.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -712328.187500 Penalty: 4268.544434
	Iteration 50Q: 3 clusters Score -712328.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -712343.937500 Penalty: 4268.544434
	Iteration 51Q: 3 clusters Score -712343.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -712366.250000 Penalty: 4268.544434
	Iteration 52Q: 3 clusters Score -712366.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -712390.750000 Penalty: 4268.544434
	Iteration 53Q: 3 clusters Score -712390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -712412.437500 Penalty: 4268.544434
	Iteration 54Q: 3 clusters Score -712412.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -712431.812500 Penalty: 4268.544434
	Iteration 55Q: 3 clusters Score -712431.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -712444.062500 Penalty: 4268.544434
	Iteration 56Q: 3 clusters Score -712444.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -712456.937500 Penalty: 4268.544434
	Iteration 57Q: 3 clusters Score -712456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -712469.750000 Penalty: 4268.544434
	Iteration 58Q: 3 clusters Score -712469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -712478.687500 Penalty: 4268.544434
	Iteration 59Q: 3 clusters Score -712478.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -712487.500000 Penalty: 4268.544434
	Iteration 60F: 3 clusters Score -712487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -712493.125000 Penalty: 4268.544434
	Iteration 61Q: 3 clusters Score -712493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -712497.187500 Penalty: 4268.544434
	Iteration 62Q: 3 clusters Score -712497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -712501.062500 Penalty: 4268.544434
	Iteration 63Q: 3 clusters Score -712501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -712504.437500 Penalty: 4268.544434
	Iteration 64Q: 3 clusters Score -712504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -712507.312500 Penalty: 4268.544434
	Iteration 65Q: 3 clusters Score -712507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -712508.500000 Penalty: 4268.544434
	Iteration 66Q: 3 clusters Score -712508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -712510.437500 Penalty: 4268.544434
	Iteration 67Q: 3 clusters Score -712510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -712512.937500 Penalty: 4268.544434
	Iteration 68Q: 3 clusters Score -712512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -712515.187500 Penalty: 4268.544434
	Iteration 69Q: 3 clusters Score -712515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -712516.187500 Penalty: 4268.544434
	Iteration 70Q: 3 clusters Score -712516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -712516.187500 Penalty: 4268.544434
	Iteration 71F: 3 clusters Score -712516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -211681.312500 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -211681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -209215.937500 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -209215.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209653.000000 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -209653 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209741.390625 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -209741.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209785.328125 Penalty: 3712.246826
	Iteration 3Q: 3 clusters Score -209785.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209815.203125 Penalty: 3712.246826
	Iteration 4Q: 3 clusters Score -209815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209832.515625 Penalty: 3712.246826
	Iteration 5Q: 3 clusters Score -209832.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209847.093750 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -209847.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209857.750000 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -209857.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209864.562500 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -209864.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -209871.281250 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -209871.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209877.515625 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -209877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209881.812500 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -209881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209888.531250 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -209888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209891.046875 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -209891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209892.218750 Penalty: 3712.246826
	Iteration 14Q: 3 clusters Score -209892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209893.953125 Penalty: 3712.246826
	Iteration 15Q: 3 clusters Score -209894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -209896.718750 Penalty: 3712.246826
	Iteration 16Q: 3 clusters Score -209896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -209897.328125 Penalty: 3712.246826
	Iteration 17Q: 3 clusters Score -209897.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -209897.328125 Penalty: 3712.246826
	Iteration 18F: 3 clusters Score -209897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -124913.125000 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -124913.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -122900.671875 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -122900.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123867.359375 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -123867.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125186.390625 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -125186.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -126934.750000 Penalty: 3534.539307
	Iteration 3F: 3 clusters Score -126934.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127381.523438 Penalty: 3534.539307
	Iteration 4F: 3 clusters Score -127381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -127415.398438 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -127415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127427.593750 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -127427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -127434.968750 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -127435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -127457.320312 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -127457.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127501.664062 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -127501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127528.703125 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -127528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -127543.820312 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -127543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -127545.500000 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -127545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -127545.500000 Penalty: 3534.539307
	Iteration 13F: 3 clusters Score -127545.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 176387 members 
Mstep: Class 3 contains 193708 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 174313 members 
Mstep: Class 12 contains 175418 members 
Mstep: Class 13 contains 83999 members 
Mstep: Class 14 contains 205492 members 
Mstep: Class 15 contains 50401 members 
Mstep: Class 16 contains 61850 members 
Mstep: Class 17 contains 8151 members 
Mstep: Class 18 contains 459 members 
Entering Unmasked Estep 
Score: -149681552.000000 Penalty: 62449.558594
Splitting cluster 9 changes total score from -149677216.000000 to -149681552.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74915.992188 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74915.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73314.335938 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73314.34 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73591.000000 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73704.929688 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73704.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -73864.851562 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -73864.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -73966.882812 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -73966.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74035.859375 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74035.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -74071.242188 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74071.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -74127.101562 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74127.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -74178.593750 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74178.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -74233.179688 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74233.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -74279.031250 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74279.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -74358.335938 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74358.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -74431.234375 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74431.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -74495.632812 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74495.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -74515.710938 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74515.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -74530.312500 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -74530.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -74545.796875 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -74545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -74565.148438 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -74565.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -74579.390625 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -74579.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -74585.578125 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -74585.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -74594.945312 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -74594.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -74608.351562 Penalty: 3217.891357
	Iteration 21Q: 3 clusters Score -74608.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -74613.320312 Penalty: 3217.891357
	Iteration 22Q: 3 clusters Score -74613.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -74620.382812 Penalty: 3217.891357
	Iteration 23Q: 3 clusters Score -74620.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -74625.640625 Penalty: 3217.891357
	Iteration 24Q: 3 clusters Score -74625.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -74630.742188 Penalty: 3217.891357
	Iteration 25Q: 3 clusters Score -74630.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -74630.742188 Penalty: 3217.891357
	Iteration 26F: 3 clusters Score -74630.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (174313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174313 members 
Entering Unmasked Estep 
Score: -22297596.000000 Penalty: 2993.014648
	Iteration 0F: 2 clusters Score -2.22976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -22181140.000000 Penalty: 5986.029297
	Iteration 0F: 3 clusters Score -2.218114e+07 nChanged 83562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -22230060.000000 Penalty: 5986.029297
	Iteration 1F: 3 clusters Score -2.223006e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -22230986.000000 Penalty: 5986.029297
	Iteration 2Q: 3 clusters Score -2.223099e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 86167 members 
Entering Unmasked Estep 
Score: -22232088.000000 Penalty: 5986.029297
	Iteration 3Q: 3 clusters Score -2.223209e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -22234142.000000 Penalty: 5986.029297
	Iteration 4Q: 3 clusters Score -2.223414e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -22236918.000000 Penalty: 5986.029297
	Iteration 5Q: 3 clusters Score -2.223692e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 85907 members 
Entering Unmasked Estep 
Score: -22241558.000000 Penalty: 5986.029297
	Iteration 6Q: 3 clusters Score -2.224156e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -22248586.000000 Penalty: 5986.029297
	Iteration 7F: 3 clusters Score -2.224859e+07 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -22258224.000000 Penalty: 5986.029297
	Iteration 8F: 3 clusters Score -2.225822e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -22268368.000000 Penalty: 5986.029297
	Iteration 9F: 3 clusters Score -2.226837e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -22274640.000000 Penalty: 5986.029297
	Iteration 10F: 3 clusters Score -2.227464e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -22277394.000000 Penalty: 5986.029297
	Iteration 11Q: 3 clusters Score -2.227739e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 100468 members 
Entering Unmasked Estep 
Score: -22278638.000000 Penalty: 5986.029297
	Iteration 12Q: 3 clusters Score -2.227864e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -22279528.000000 Penalty: 5986.029297
	Iteration 13Q: 3 clusters Score -2.227953e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -22280514.000000 Penalty: 5986.029297
	Iteration 14Q: 3 clusters Score -2.228051e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -22281492.000000 Penalty: 5986.029297
	Iteration 15Q: 3 clusters Score -2.228149e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -22282416.000000 Penalty: 5986.029297
	Iteration 16Q: 3 clusters Score -2.228242e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -22283344.000000 Penalty: 5986.029297
	Iteration 17Q: 3 clusters Score -2.228334e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -22284410.000000 Penalty: 5986.029297
	Iteration 18Q: 3 clusters Score -2.228441e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -22285392.000000 Penalty: 5986.029297
	Iteration 19Q: 3 clusters Score -2.228539e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 119133 members 
Entering Unmasked Estep 
Score: -22286378.000000 Penalty: 5986.029297
	Iteration 20F: 3 clusters Score -2.228638e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -22287236.000000 Penalty: 5986.029297
	Iteration 21Q: 3 clusters Score -2.228724e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 123524 members 
Entering Unmasked Estep 
Score: -22287924.000000 Penalty: 5986.029297
	Iteration 22Q: 3 clusters Score -2.228792e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -22288534.000000 Penalty: 5986.029297
	Iteration 23Q: 3 clusters Score -2.228853e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 127524 members 
Entering Unmasked Estep 
Score: -22289116.000000 Penalty: 5986.029297
	Iteration 24Q: 3 clusters Score -2.228912e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -22289600.000000 Penalty: 5986.029297
	Iteration 25Q: 3 clusters Score -2.22896e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 131227 members 
Entering Unmasked Estep 
Score: -22290054.000000 Penalty: 5986.029297
	Iteration 26Q: 3 clusters Score -2.229005e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -22290492.000000 Penalty: 5986.029297
	Iteration 27Q: 3 clusters Score -2.229049e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 134831 members 
Entering Unmasked Estep 
Score: -22290942.000000 Penalty: 5986.029297
	Iteration 28Q: 3 clusters Score -2.229094e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -22291294.000000 Penalty: 5986.029297
	Iteration 29Q: 3 clusters Score -2.229129e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -22291712.000000 Penalty: 5986.029297
	Iteration 30Q: 3 clusters Score -2.229171e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -22292002.000000 Penalty: 5986.029297
	Iteration 31Q: 3 clusters Score -2.2292e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -22292358.000000 Penalty: 5986.029297
	Iteration 32Q: 3 clusters Score -2.229236e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 143362 members 
Entering Unmasked Estep 
Score: -22292648.000000 Penalty: 5986.029297
	Iteration 33Q: 3 clusters Score -2.229265e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 144954 members 
Entering Unmasked Estep 
Score: -22292990.000000 Penalty: 5986.029297
	Iteration 34Q: 3 clusters Score -2.229299e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -22293240.000000 Penalty: 5986.029297
	Iteration 35Q: 3 clusters Score -2.229324e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 148069 members 
Entering Unmasked Estep 
Score: -22293536.000000 Penalty: 5986.029297
	Iteration 36Q: 3 clusters Score -2.229354e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 149511 members 
Entering Unmasked Estep 
Score: -22293772.000000 Penalty: 5986.029297
	Iteration 37Q: 3 clusters Score -2.229377e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 150917 members 
Entering Unmasked Estep 
Score: -22294120.000000 Penalty: 5986.029297
	Iteration 38Q: 3 clusters Score -2.229412e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 152309 members 
Entering Unmasked Estep 
Score: -22294392.000000 Penalty: 5986.029297
	Iteration 39Q: 3 clusters Score -2.229439e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -22294798.000000 Penalty: 5986.029297
	Iteration 40F: 3 clusters Score -2.22948e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -22295068.000000 Penalty: 5986.029297
	Iteration 41Q: 3 clusters Score -2.229507e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 156000 members 
Entering Unmasked Estep 
Score: -22295394.000000 Penalty: 5986.029297
	Iteration 42Q: 3 clusters Score -2.229539e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -22295626.000000 Penalty: 5986.029297
	Iteration 43Q: 3 clusters Score -2.229563e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -22295970.000000 Penalty: 5986.029297
	Iteration 44Q: 3 clusters Score -2.229597e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -22296090.000000 Penalty: 5986.029297
	Iteration 45Q: 3 clusters Score -2.229609e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 160082 members 
Entering Unmasked Estep 
Score: -22296212.000000 Penalty: 5986.029297
	Iteration 46Q: 3 clusters Score -2.229621e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -22296288.000000 Penalty: 5986.029297
	Iteration 47Q: 3 clusters Score -2.229629e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 161697 members 
Entering Unmasked Estep 
Score: -22296532.000000 Penalty: 5986.029297
	Iteration 48Q: 3 clusters Score -2.229653e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 162421 members 
Entering Unmasked Estep 
Score: -22296768.000000 Penalty: 5986.029297
	Iteration 49Q: 3 clusters Score -2.229677e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 163073 members 
Entering Unmasked Estep 
Score: -22296842.000000 Penalty: 5986.029297
	Iteration 50Q: 3 clusters Score -2.229684e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -22296978.000000 Penalty: 5986.029297
	Iteration 51Q: 3 clusters Score -2.229698e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 164226 members 
Entering Unmasked Estep 
Score: -22296996.000000 Penalty: 5986.029297
	Iteration 52Q: 3 clusters Score -2.2297e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 164736 members 
Entering Unmasked Estep 
Score: -22297086.000000 Penalty: 5986.029297
	Iteration 53Q: 3 clusters Score -2.229709e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -22297152.000000 Penalty: 5986.029297
	Iteration 54Q: 3 clusters Score -2.229715e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -22297142.000000 Penalty: 5986.029297
	Iteration 55Q: 3 clusters Score -2.229714e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 165958 members 
Entering Unmasked Estep 
Score: -22297160.000000 Penalty: 5986.029297
	Iteration 56Q: 3 clusters Score -2.229716e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 166333 members 
Entering Unmasked Estep 
Score: -22297166.000000 Penalty: 5986.029297
	Iteration 57Q: 3 clusters Score -2.229717e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -22297184.000000 Penalty: 5986.029297
	Iteration 58Q: 3 clusters Score -2.229718e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 166965 members 
Entering Unmasked Estep 
Score: -22297202.000000 Penalty: 5986.029297
	Iteration 59Q: 3 clusters Score -2.22972e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 167214 members 
Entering Unmasked Estep 
Score: -22297218.000000 Penalty: 5986.029297
	Iteration 60F: 3 clusters Score -2.229722e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -22297254.000000 Penalty: 5986.029297
	Iteration 61Q: 3 clusters Score -2.229725e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 167635 members 
Entering Unmasked Estep 
Score: -22297296.000000 Penalty: 5986.029297
	Iteration 62Q: 3 clusters Score -2.22973e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 167812 members 
Entering Unmasked Estep 
Score: -22297342.000000 Penalty: 5986.029297
	Iteration 63Q: 3 clusters Score -2.229734e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -22297292.000000 Penalty: 5986.029297
	Iteration 64Q: 3 clusters Score -2.229729e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 168127 members 
Entering Unmasked Estep 
Score: -22297282.000000 Penalty: 5986.029297
	Iteration 65Q: 3 clusters Score -2.229728e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 168288 members 
Entering Unmasked Estep 
Score: -22297294.000000 Penalty: 5986.029297
	Iteration 66Q: 3 clusters Score -2.229729e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -22297298.000000 Penalty: 5986.029297
	Iteration 67Q: 3 clusters Score -2.22973e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 168604 members 
Entering Unmasked Estep 
Score: -22297326.000000 Penalty: 5986.029297
	Iteration 68Q: 3 clusters Score -2.229733e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -22297362.000000 Penalty: 5986.029297
	Iteration 69Q: 3 clusters Score -2.229736e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -22297316.000000 Penalty: 5986.029297
	Iteration 70Q: 3 clusters Score -2.229732e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 169010 members 
Entering Unmasked Estep 
Score: -22297330.000000 Penalty: 5986.029297
	Iteration 71Q: 3 clusters Score -2.229733e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -22297340.000000 Penalty: 5986.029297
	Iteration 72Q: 3 clusters Score -2.229734e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 169257 members 
Entering Unmasked Estep 
Score: -22297320.000000 Penalty: 5986.029297
	Iteration 73Q: 3 clusters Score -2.229732e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 169363 members 
Entering Unmasked Estep 
Score: -22297368.000000 Penalty: 5986.029297
	Iteration 74Q: 3 clusters Score -2.229737e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -22297348.000000 Penalty: 5986.029297
	Iteration 75Q: 3 clusters Score -2.229735e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 169530 members 
Entering Unmasked Estep 
Score: -22297362.000000 Penalty: 5986.029297
	Iteration 76Q: 3 clusters Score -2.229736e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 169594 members 
Entering Unmasked Estep 
Score: -22297378.000000 Penalty: 5986.029297
	Iteration 77Q: 3 clusters Score -2.229738e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -22297362.000000 Penalty: 5986.029297
	Iteration 78Q: 3 clusters Score -2.229736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 169677 members 
Entering Unmasked Estep 
Score: -22297398.000000 Penalty: 5986.029297
	Iteration 79Q: 3 clusters Score -2.22974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -22297384.000000 Penalty: 5986.029297
	Iteration 80F: 3 clusters Score -2.229738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 169735 members 
Entering Unmasked Estep 
Score: -22297368.000000 Penalty: 5986.029297
	Iteration 81Q: 3 clusters Score -2.229737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 169758 members 
Entering Unmasked Estep 
Score: -22297366.000000 Penalty: 5986.029297
	Iteration 82Q: 3 clusters Score -2.229737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 169785 members 
Entering Unmasked Estep 
Score: -22297342.000000 Penalty: 5986.029297
	Iteration 83Q: 3 clusters Score -2.229734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 169806 members 
Entering Unmasked Estep 
Score: -22297338.000000 Penalty: 5986.029297
	Iteration 84Q: 3 clusters Score -2.229734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 169827 members 
Entering Unmasked Estep 
Score: -22297340.000000 Penalty: 5986.029297
	Iteration 85Q: 3 clusters Score -2.229734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 169842 members 
Entering Unmasked Estep 
Score: -22297354.000000 Penalty: 5986.029297
	Iteration 86Q: 3 clusters Score -2.229735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 169857 members 
Entering Unmasked Estep 
Score: -22297370.000000 Penalty: 5986.029297
	Iteration 87Q: 3 clusters Score -2.229737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -22297354.000000 Penalty: 5986.029297
	Iteration 88Q: 3 clusters Score -2.229735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 169886 members 
Entering Unmasked Estep 
Score: -22297342.000000 Penalty: 5986.029297
	Iteration 89Q: 3 clusters Score -2.229734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -22297354.000000 Penalty: 5986.029297
	Iteration 90Q: 3 clusters Score -2.229735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -22297336.000000 Penalty: 5986.029297
	Iteration 91Q: 3 clusters Score -2.229734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 169922 members 
Entering Unmasked Estep 
Score: -22297308.000000 Penalty: 5986.029297
	Iteration 92Q: 3 clusters Score -2.229731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -22297316.000000 Penalty: 5986.029297
	Iteration 93Q: 3 clusters Score -2.229732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -22297316.000000 Penalty: 5986.029297
	Iteration 94Q: 3 clusters Score -2.229732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -22297312.000000 Penalty: 5986.029297
	Iteration 95Q: 3 clusters Score -2.229731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 169939 members 
Entering Unmasked Estep 
Score: -22297318.000000 Penalty: 5986.029297
	Iteration 96Q: 3 clusters Score -2.229732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -22297312.000000 Penalty: 5986.029297
	Iteration 97Q: 3 clusters Score -2.229731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -22297328.000000 Penalty: 5986.029297
	Iteration 98Q: 3 clusters Score -2.229733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -22297338.000000 Penalty: 5986.029297
	Iteration 99Q: 3 clusters Score -2.229734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -22297350.000000 Penalty: 5986.029297
	Iteration 100F: 3 clusters Score -2.229735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 169966 members 
Entering Unmasked Estep 
Score: -22297340.000000 Penalty: 5986.029297
	Iteration 101Q: 3 clusters Score -2.229734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -22297322.000000 Penalty: 5986.029297
	Iteration 102Q: 3 clusters Score -2.229732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -22297332.000000 Penalty: 5986.029297
	Iteration 103Q: 3 clusters Score -2.229733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -22297332.000000 Penalty: 5986.029297
	Iteration 104F: 3 clusters Score -2.229733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Entering Unmasked Estep 
Score: -22553274.000000 Penalty: 2994.582031
	Iteration 0F: 2 clusters Score -2.255327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -22437732.000000 Penalty: 5989.164062
	Iteration 0F: 3 clusters Score -2.243773e+07 nChanged 84050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -22487472.000000 Penalty: 5989.164062
	Iteration 1F: 3 clusters Score -2.248747e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -22488704.000000 Penalty: 5989.164062
	Iteration 2Q: 3 clusters Score -2.24887e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -22490208.000000 Penalty: 5989.164062
	Iteration 3Q: 3 clusters Score -2.249021e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73940 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -22492472.000000 Penalty: 5989.164062
	Iteration 4Q: 3 clusters Score -2.249247e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 108287 members 
Entering Unmasked Estep 
Score: -22496052.000000 Penalty: 5989.164062
	Iteration 5Q: 3 clusters Score -2.249605e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 117601 members 
Entering Unmasked Estep 
Score: -22501878.000000 Penalty: 5989.164062
	Iteration 6F: 3 clusters Score -2.250188e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 129154 members 
Entering Unmasked Estep 
Score: -22510576.000000 Penalty: 5989.164062
	Iteration 7F: 3 clusters Score -2.251058e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 141651 members 
Entering Unmasked Estep 
Score: -22520968.000000 Penalty: 5989.164062
	Iteration 8F: 3 clusters Score -2.252097e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -22531206.000000 Penalty: 5989.164062
	Iteration 9F: 3 clusters Score -2.253121e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -22539376.000000 Penalty: 5989.164062
	Iteration 10Q: 3 clusters Score -2.253938e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 167316 members 
Entering Unmasked Estep 
Score: -22544772.000000 Penalty: 5989.164062
	Iteration 11Q: 3 clusters Score -2.254477e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 170722 members 
Entering Unmasked Estep 
Score: -22547710.000000 Penalty: 5989.164062
	Iteration 12Q: 3 clusters Score -2.254771e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 172618 members 
Entering Unmasked Estep 
Score: -22549066.000000 Penalty: 5989.164062
	Iteration 13Q: 3 clusters Score -2.254907e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -22549748.000000 Penalty: 5989.164062
	Iteration 14Q: 3 clusters Score -2.254975e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -22550114.000000 Penalty: 5989.164062
	Iteration 15Q: 3 clusters Score -2.255011e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -22550276.000000 Penalty: 5989.164062
	Iteration 16Q: 3 clusters Score -2.255028e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 174666 members 
Entering Unmasked Estep 
Score: -22550448.000000 Penalty: 5989.164062
	Iteration 17Q: 3 clusters Score -2.255045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -22550488.000000 Penalty: 5989.164062
	Iteration 18Q: 3 clusters Score -2.255049e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 174814 members 
Entering Unmasked Estep 
Score: -22550550.000000 Penalty: 5989.164062
	Iteration 19Q: 3 clusters Score -2.255055e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -22550608.000000 Penalty: 5989.164062
	Iteration 20F: 3 clusters Score -2.255061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 174873 members 
Entering Unmasked Estep 
Score: -22550628.000000 Penalty: 5989.164062
	Iteration 21Q: 3 clusters Score -2.255063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -22550648.000000 Penalty: 5989.164062
	Iteration 22Q: 3 clusters Score -2.255065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 174889 members 
Entering Unmasked Estep 
Score: -22550662.000000 Penalty: 5989.164062
	Iteration 23Q: 3 clusters Score -2.255066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -22550664.000000 Penalty: 5989.164062
	Iteration 24Q: 3 clusters Score -2.255066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -22550658.000000 Penalty: 5989.164062
	Iteration 25Q: 3 clusters Score -2.255066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 174901 members 
Entering Unmasked Estep 
Score: -22550668.000000 Penalty: 5989.164062
	Iteration 26Q: 3 clusters Score -2.255067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -22550672.000000 Penalty: 5989.164062
	Iteration 27Q: 3 clusters Score -2.255067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -22550694.000000 Penalty: 5989.164062
	Iteration 28Q: 3 clusters Score -2.255069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 174907 members 
Entering Unmasked Estep 
Score: -22550682.000000 Penalty: 5989.164062
	Iteration 29Q: 3 clusters Score -2.255068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -22550678.000000 Penalty: 5989.164062
	Iteration 30Q: 3 clusters Score -2.255068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 174910 members 
Entering Unmasked Estep 
Score: -22550692.000000 Penalty: 5989.164062
	Iteration 31Q: 3 clusters Score -2.255069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -22550686.000000 Penalty: 5989.164062
	Iteration 32Q: 3 clusters Score -2.255069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -22550678.000000 Penalty: 5989.164062
	Iteration 33Q: 3 clusters Score -2.255068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -22550676.000000 Penalty: 5989.164062
	Iteration 34Q: 3 clusters Score -2.255068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -22550674.000000 Penalty: 5989.164062
	Iteration 35Q: 3 clusters Score -2.255067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 174914 members 
Entering Unmasked Estep 
Score: -22550676.000000 Penalty: 5989.164062
	Iteration 36Q: 3 clusters Score -2.255068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 174915 members 
Entering Unmasked Estep 
Score: -22550698.000000 Penalty: 5989.164062
	Iteration 37Q: 3 clusters Score -2.25507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -22550690.000000 Penalty: 5989.164062
	Iteration 38Q: 3 clusters Score -2.255069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -22550686.000000 Penalty: 5989.164062
	Iteration 39Q: 3 clusters Score -2.255069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 174921 members 
Entering Unmasked Estep 
Score: -22550694.000000 Penalty: 5989.164062
	Iteration 40F: 3 clusters Score -2.255069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 174925 members 
Entering Unmasked Estep 
Score: -22550700.000000 Penalty: 5989.164062
	Iteration 41Q: 3 clusters Score -2.25507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 174928 members 
Entering Unmasked Estep 
Score: -22550698.000000 Penalty: 5989.164062
	Iteration 42Q: 3 clusters Score -2.25507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -22550694.000000 Penalty: 5989.164062
	Iteration 43Q: 3 clusters Score -2.255069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -22550698.000000 Penalty: 5989.164062
	Iteration 44Q: 3 clusters Score -2.25507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 174933 members 
Entering Unmasked Estep 
Score: -22550698.000000 Penalty: 5989.164062
	Iteration 45Q: 3 clusters Score -2.25507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -22550708.000000 Penalty: 5989.164062
	Iteration 46Q: 3 clusters Score -2.255071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 174936 members 
Entering Unmasked Estep 
Score: -22550710.000000 Penalty: 5989.164062
	Iteration 47Q: 3 clusters Score -2.255071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -22550708.000000 Penalty: 5989.164062
	Iteration 48Q: 3 clusters Score -2.255071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -22550704.000000 Penalty: 5989.164062
	Iteration 49Q: 3 clusters Score -2.25507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -22550704.000000 Penalty: 5989.164062
	Iteration 50F: 3 clusters Score -2.25507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Entering Unmasked Estep 
Score: -10499702.000000 Penalty: 2811.962891
	Iteration 0F: 2 clusters Score -1.04997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -10443649.000000 Penalty: 5623.925781
	Iteration 0F: 3 clusters Score -1.044365e+07 nChanged 39495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -10465745.000000 Penalty: 5623.925781
	Iteration 1F: 3 clusters Score -1.046574e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -10466246.000000 Penalty: 5623.925781
	Iteration 2Q: 3 clusters Score -1.046625e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -10466803.000000 Penalty: 5623.925781
	Iteration 3Q: 3 clusters Score -1.04668e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -10467719.000000 Penalty: 5623.925781
	Iteration 4Q: 3 clusters Score -1.046772e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -10468941.000000 Penalty: 5623.925781
	Iteration 5Q: 3 clusters Score -1.046894e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -10471185.000000 Penalty: 5623.925781
	Iteration 6F: 3 clusters Score -1.047118e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -10475155.000000 Penalty: 5623.925781
	Iteration 7F: 3 clusters Score -1.047516e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -10481643.000000 Penalty: 5623.925781
	Iteration 8F: 3 clusters Score -1.048164e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -10489007.000000 Penalty: 5623.925781
	Iteration 9F: 3 clusters Score -1.048901e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -10494047.000000 Penalty: 5623.925781
	Iteration 10F: 3 clusters Score -1.049405e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -10496226.000000 Penalty: 5623.925781
	Iteration 11Q: 3 clusters Score -1.049623e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -10496897.000000 Penalty: 5623.925781
	Iteration 12Q: 3 clusters Score -1.04969e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83728 members 
Entering Unmasked Estep 
Score: -10497132.000000 Penalty: 5623.925781
	Iteration 13Q: 3 clusters Score -1.049713e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -10497191.000000 Penalty: 5623.925781
	Iteration 14Q: 3 clusters Score -1.049719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -10497234.000000 Penalty: 5623.925781
	Iteration 15Q: 3 clusters Score -1.049723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -10497258.000000 Penalty: 5623.925781
	Iteration 16Q: 3 clusters Score -1.049726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -10497281.000000 Penalty: 5623.925781
	Iteration 17Q: 3 clusters Score -1.049728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -10497294.000000 Penalty: 5623.925781
	Iteration 18Q: 3 clusters Score -1.049729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10497301.000000 Penalty: 5623.925781
	Iteration 19Q: 3 clusters Score -1.04973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10497300.000000 Penalty: 5623.925781
	Iteration 20F: 3 clusters Score -1.04973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -10497303.000000 Penalty: 5623.925781
	Iteration 21Q: 3 clusters Score -1.04973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -10497312.000000 Penalty: 5623.925781
	Iteration 22Q: 3 clusters Score -1.049731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10497335.000000 Penalty: 5623.925781
	Iteration 23Q: 3 clusters Score -1.049734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -10497339.000000 Penalty: 5623.925781
	Iteration 24Q: 3 clusters Score -1.049734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -10497341.000000 Penalty: 5623.925781
	Iteration 25Q: 3 clusters Score -1.049734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -10497345.000000 Penalty: 5623.925781
	Iteration 26Q: 3 clusters Score -1.049734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -10497345.000000 Penalty: 5623.925781
	Iteration 27Q: 3 clusters Score -1.049734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -10497355.000000 Penalty: 5623.925781
	Iteration 28Q: 3 clusters Score -1.049736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10497363.000000 Penalty: 5623.925781
	Iteration 29Q: 3 clusters Score -1.049736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -10497367.000000 Penalty: 5623.925781
	Iteration 30Q: 3 clusters Score -1.049737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10497364.000000 Penalty: 5623.925781
	Iteration 31Q: 3 clusters Score -1.049736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83834 members 
Entering Unmasked Estep 
Score: -10497370.000000 Penalty: 5623.925781
	Iteration 32Q: 3 clusters Score -1.049737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10497365.000000 Penalty: 5623.925781
	Iteration 33Q: 3 clusters Score -1.049736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -10497369.000000 Penalty: 5623.925781
	Iteration 34Q: 3 clusters Score -1.049737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 83837 members 
Entering Unmasked Estep 
Score: -10497369.000000 Penalty: 5623.925781
	Iteration 35F: 3 clusters Score -1.049737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (205492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Entering Unmasked Estep 
Score: -26472270.000000 Penalty: 3033.824219
	Iteration 0F: 2 clusters Score -2.647227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -26341352.000000 Penalty: 6067.648438
	Iteration 0F: 3 clusters Score -2.634135e+07 nChanged 98852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -26400132.000000 Penalty: 6067.648438
	Iteration 1F: 3 clusters Score -2.640013e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 109186 members 
Entering Unmasked Estep 
Score: -26401796.000000 Penalty: 6067.648438
	Iteration 2Q: 3 clusters Score -2.64018e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -26403984.000000 Penalty: 6067.648438
	Iteration 3Q: 3 clusters Score -2.640398e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -26407902.000000 Penalty: 6067.648438
	Iteration 4Q: 3 clusters Score -2.64079e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -26414254.000000 Penalty: 6067.648438
	Iteration 5F: 3 clusters Score -2.641425e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -26423922.000000 Penalty: 6067.648438
	Iteration 6F: 3 clusters Score -2.642392e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -26435278.000000 Penalty: 6067.648438
	Iteration 7F: 3 clusters Score -2.643528e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -26445200.000000 Penalty: 6067.648438
	Iteration 8F: 3 clusters Score -2.64452e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 154986 members 
Entering Unmasked Estep 
Score: -26450956.000000 Penalty: 6067.648438
	Iteration 9Q: 3 clusters Score -2.645096e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 158944 members 
Entering Unmasked Estep 
Score: -26453894.000000 Penalty: 6067.648438
	Iteration 10Q: 3 clusters Score -2.645389e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 162855 members 
Entering Unmasked Estep 
Score: -26456062.000000 Penalty: 6067.648438
	Iteration 11Q: 3 clusters Score -2.645606e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -26457892.000000 Penalty: 6067.648438
	Iteration 12Q: 3 clusters Score -2.645789e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 170518 members 
Entering Unmasked Estep 
Score: -26459462.000000 Penalty: 6067.648438
	Iteration 13Q: 3 clusters Score -2.645946e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -26460844.000000 Penalty: 6067.648438
	Iteration 14Q: 3 clusters Score -2.646084e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 177813 members 
Entering Unmasked Estep 
Score: -26462296.000000 Penalty: 6067.648438
	Iteration 15Q: 3 clusters Score -2.64623e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 181179 members 
Entering Unmasked Estep 
Score: -26463786.000000 Penalty: 6067.648438
	Iteration 16Q: 3 clusters Score -2.646379e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 184244 members 
Entering Unmasked Estep 
Score: -26465068.000000 Penalty: 6067.648438
	Iteration 17Q: 3 clusters Score -2.646507e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -26466190.000000 Penalty: 6067.648438
	Iteration 18Q: 3 clusters Score -2.646619e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 189573 members 
Entering Unmasked Estep 
Score: -26467152.000000 Penalty: 6067.648438
	Iteration 19Q: 3 clusters Score -2.646715e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 191708 members 
Entering Unmasked Estep 
Score: -26467972.000000 Penalty: 6067.648438
	Iteration 20F: 3 clusters Score -2.646797e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 193594 members 
Entering Unmasked Estep 
Score: -26468636.000000 Penalty: 6067.648438
	Iteration 21Q: 3 clusters Score -2.646864e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 195164 members 
Entering Unmasked Estep 
Score: -26469078.000000 Penalty: 6067.648438
	Iteration 22Q: 3 clusters Score -2.646908e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 196447 members 
Entering Unmasked Estep 
Score: -26469452.000000 Penalty: 6067.648438
	Iteration 23Q: 3 clusters Score -2.646945e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 197453 members 
Entering Unmasked Estep 
Score: -26469736.000000 Penalty: 6067.648438
	Iteration 24Q: 3 clusters Score -2.646974e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 198330 members 
Entering Unmasked Estep 
Score: -26469946.000000 Penalty: 6067.648438
	Iteration 25Q: 3 clusters Score -2.646995e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 199059 members 
Entering Unmasked Estep 
Score: -26470022.000000 Penalty: 6067.648438
	Iteration 26Q: 3 clusters Score -2.647002e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 199632 members 
Entering Unmasked Estep 
Score: -26470132.000000 Penalty: 6067.648438
	Iteration 27Q: 3 clusters Score -2.647013e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 200142 members 
Entering Unmasked Estep 
Score: -26470258.000000 Penalty: 6067.648438
	Iteration 28Q: 3 clusters Score -2.647026e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 200566 members 
Entering Unmasked Estep 
Score: -26470342.000000 Penalty: 6067.648438
	Iteration 29Q: 3 clusters Score -2.647034e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 200912 members 
Entering Unmasked Estep 
Score: -26470564.000000 Penalty: 6067.648438
	Iteration 30Q: 3 clusters Score -2.647056e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 201224 members 
Entering Unmasked Estep 
Score: -26470756.000000 Penalty: 6067.648438
	Iteration 31Q: 3 clusters Score -2.647076e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 201522 members 
Entering Unmasked Estep 
Score: -26470944.000000 Penalty: 6067.648438
	Iteration 32Q: 3 clusters Score -2.647094e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 201754 members 
Entering Unmasked Estep 
Score: -26471074.000000 Penalty: 6067.648438
	Iteration 33Q: 3 clusters Score -2.647107e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 201959 members 
Entering Unmasked Estep 
Score: -26471250.000000 Penalty: 6067.648438
	Iteration 34Q: 3 clusters Score -2.647125e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 202126 members 
Entering Unmasked Estep 
Score: -26471480.000000 Penalty: 6067.648438
	Iteration 35Q: 3 clusters Score -2.647148e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 202262 members 
Entering Unmasked Estep 
Score: -26471714.000000 Penalty: 6067.648438
	Iteration 36Q: 3 clusters Score -2.647171e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 202321 members 
Entering Unmasked Estep 
Score: -26471814.000000 Penalty: 6067.648438
	Iteration 37Q: 3 clusters Score -2.647181e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 202380 members 
Entering Unmasked Estep 
Score: -26471902.000000 Penalty: 6067.648438
	Iteration 38Q: 3 clusters Score -2.64719e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 202410 members 
Entering Unmasked Estep 
Score: -26471950.000000 Penalty: 6067.648438
	Iteration 39Q: 3 clusters Score -2.647195e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 202435 members 
Entering Unmasked Estep 
Score: -26471994.000000 Penalty: 6067.648438
	Iteration 40F: 3 clusters Score -2.647199e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 202428 members 
Entering Unmasked Estep 
Score: -26472020.000000 Penalty: 6067.648438
	Iteration 41Q: 3 clusters Score -2.647202e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 202408 members 
Entering Unmasked Estep 
Score: -26472026.000000 Penalty: 6067.648438
	Iteration 42Q: 3 clusters Score -2.647203e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 202409 members 
Entering Unmasked Estep 
Score: -26472040.000000 Penalty: 6067.648438
	Iteration 43Q: 3 clusters Score -2.647204e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 202413 members 
Entering Unmasked Estep 
Score: -26472092.000000 Penalty: 6067.648438
	Iteration 44Q: 3 clusters Score -2.647209e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 202398 members 
Entering Unmasked Estep 
Score: -26472102.000000 Penalty: 6067.648438
	Iteration 45Q: 3 clusters Score -2.64721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 202394 members 
Entering Unmasked Estep 
Score: -26472110.000000 Penalty: 6067.648438
	Iteration 46Q: 3 clusters Score -2.647211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 202394 members 
Entering Unmasked Estep 
Score: -26472102.000000 Penalty: 6067.648438
	Iteration 47Q: 3 clusters Score -2.64721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 202392 members 
Entering Unmasked Estep 
Score: -26472102.000000 Penalty: 6067.648438
	Iteration 48Q: 3 clusters Score -2.64721e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 202375 members 
Entering Unmasked Estep 
Score: -26472096.000000 Penalty: 6067.648438
	Iteration 49Q: 3 clusters Score -2.64721e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 202370 members 
Entering Unmasked Estep 
Score: -26472096.000000 Penalty: 6067.648438
	Iteration 50Q: 3 clusters Score -2.64721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 202363 members 
Entering Unmasked Estep 
Score: -26472116.000000 Penalty: 6067.648438
	Iteration 51Q: 3 clusters Score -2.647212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 202354 members 
Entering Unmasked Estep 
Score: -26472128.000000 Penalty: 6067.648438
	Iteration 52Q: 3 clusters Score -2.647213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 202346 members 
Entering Unmasked Estep 
Score: -26472112.000000 Penalty: 6067.648438
	Iteration 53Q: 3 clusters Score -2.647211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 202332 members 
Entering Unmasked Estep 
Score: -26472102.000000 Penalty: 6067.648438
	Iteration 54Q: 3 clusters Score -2.64721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 202328 members 
Entering Unmasked Estep 
Score: -26472114.000000 Penalty: 6067.648438
	Iteration 55Q: 3 clusters Score -2.647211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 202328 members 
Entering Unmasked Estep 
Score: -26472112.000000 Penalty: 6067.648438
	Iteration 56Q: 3 clusters Score -2.647211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 202328 members 
Entering Unmasked Estep 
Score: -26472130.000000 Penalty: 6067.648438
	Iteration 57Q: 3 clusters Score -2.647213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 202325 members 
Entering Unmasked Estep 
Score: -26472130.000000 Penalty: 6067.648438
	Iteration 58Q: 3 clusters Score -2.647213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 202326 members 
Entering Unmasked Estep 
Score: -26472126.000000 Penalty: 6067.648438
	Iteration 59Q: 3 clusters Score -2.647213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 202324 members 
Entering Unmasked Estep 
Score: -26472148.000000 Penalty: 6067.648438
	Iteration 60F: 3 clusters Score -2.647215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 202320 members 
Entering Unmasked Estep 
Score: -26472162.000000 Penalty: 6067.648438
	Iteration 61Q: 3 clusters Score -2.647216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 202319 members 
Entering Unmasked Estep 
Score: -26472134.000000 Penalty: 6067.648438
	Iteration 62Q: 3 clusters Score -2.647213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 202315 members 
Entering Unmasked Estep 
Score: -26472142.000000 Penalty: 6067.648438
	Iteration 63Q: 3 clusters Score -2.647214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 202313 members 
Entering Unmasked Estep 
Score: -26472140.000000 Penalty: 6067.648438
	Iteration 64Q: 3 clusters Score -2.647214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 202310 members 
Entering Unmasked Estep 
Score: -26472140.000000 Penalty: 6067.648438
	Iteration 65Q: 3 clusters Score -2.647214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 202306 members 
Entering Unmasked Estep 
Score: -26472152.000000 Penalty: 6067.648438
	Iteration 66Q: 3 clusters Score -2.647215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 202303 members 
Entering Unmasked Estep 
Score: -26472138.000000 Penalty: 6067.648438
	Iteration 67Q: 3 clusters Score -2.647214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 202292 members 
Entering Unmasked Estep 
Score: -26472152.000000 Penalty: 6067.648438
	Iteration 68Q: 3 clusters Score -2.647215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 202284 members 
Entering Unmasked Estep 
Score: -26472158.000000 Penalty: 6067.648438
	Iteration 69Q: 3 clusters Score -2.647216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 202274 members 
Entering Unmasked Estep 
Score: -26472154.000000 Penalty: 6067.648438
	Iteration 70Q: 3 clusters Score -2.647215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 202270 members 
Entering Unmasked Estep 
Score: -26472172.000000 Penalty: 6067.648438
	Iteration 71Q: 3 clusters Score -2.647217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 202265 members 
Entering Unmasked Estep 
Score: -26472160.000000 Penalty: 6067.648438
	Iteration 72Q: 3 clusters Score -2.647216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 202258 members 
Entering Unmasked Estep 
Score: -26472172.000000 Penalty: 6067.648438
	Iteration 73Q: 3 clusters Score -2.647217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 202254 members 
Entering Unmasked Estep 
Score: -26472164.000000 Penalty: 6067.648438
	Iteration 74Q: 3 clusters Score -2.647216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 202256 members 
Entering Unmasked Estep 
Score: -26472162.000000 Penalty: 6067.648438
	Iteration 75Q: 3 clusters Score -2.647216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 202255 members 
Entering Unmasked Estep 
Score: -26472174.000000 Penalty: 6067.648438
	Iteration 76Q: 3 clusters Score -2.647217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 202253 members 
Entering Unmasked Estep 
Score: -26472184.000000 Penalty: 6067.648438
	Iteration 77Q: 3 clusters Score -2.647218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 202252 members 
Entering Unmasked Estep 
Score: -26472182.000000 Penalty: 6067.648438
	Iteration 78Q: 3 clusters Score -2.647218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 202254 members 
Entering Unmasked Estep 
Score: -26472190.000000 Penalty: 6067.648438
	Iteration 79Q: 3 clusters Score -2.647219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 202254 members 
Entering Unmasked Estep 
Score: -26472190.000000 Penalty: 6067.648438
	Iteration 80F: 3 clusters Score -2.647219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Entering Unmasked Estep 
Score: -6488180.500000 Penalty: 2685.286133
	Iteration 0F: 2 clusters Score -6488180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6454186.500000 Penalty: 5370.572266
	Iteration 0F: 3 clusters Score -6454186 nChanged 23308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -6466978.500000 Penalty: 5370.572266
	Iteration 1F: 3 clusters Score -6466978 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -6467395.500000 Penalty: 5370.572266
	Iteration 2Q: 3 clusters Score -6467396 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6467886.500000 Penalty: 5370.572266
	Iteration 3Q: 3 clusters Score -6467886 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -6468358.000000 Penalty: 5370.572266
	Iteration 4Q: 3 clusters Score -6468358 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -6468876.000000 Penalty: 5370.572266
	Iteration 5Q: 3 clusters Score -6468876 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6469580.500000 Penalty: 5370.572266
	Iteration 6Q: 3 clusters Score -6469580 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6470625.500000 Penalty: 5370.572266
	Iteration 7Q: 3 clusters Score -6470626 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6472148.500000 Penalty: 5370.572266
	Iteration 8F: 3 clusters Score -6472148 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -6474393.000000 Penalty: 5370.572266
	Iteration 9F: 3 clusters Score -6474393 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -6477444.500000 Penalty: 5370.572266
	Iteration 10F: 3 clusters Score -6477444 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -6480760.000000 Penalty: 5370.572266
	Iteration 11F: 3 clusters Score -6480760 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6483314.000000 Penalty: 5370.572266
	Iteration 12Q: 3 clusters Score -6483314 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -6484366.000000 Penalty: 5370.572266
	Iteration 13Q: 3 clusters Score -6484366 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -6484722.500000 Penalty: 5370.572266
	Iteration 14Q: 3 clusters Score -6484722 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -6484914.000000 Penalty: 5370.572266
	Iteration 15Q: 3 clusters Score -6484914 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -6485052.500000 Penalty: 5370.572266
	Iteration 16Q: 3 clusters Score -6485052 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -6485186.000000 Penalty: 5370.572266
	Iteration 17Q: 3 clusters Score -6485186 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -6485276.000000 Penalty: 5370.572266
	Iteration 18Q: 3 clusters Score -6485276 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -6485366.000000 Penalty: 5370.572266
	Iteration 19Q: 3 clusters Score -6485366 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -6485460.500000 Penalty: 5370.572266
	Iteration 20F: 3 clusters Score -6485460 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -6485524.500000 Penalty: 5370.572266
	Iteration 21Q: 3 clusters Score -6485524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6485561.000000 Penalty: 5370.572266
	Iteration 22Q: 3 clusters Score -6485561 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -6485615.000000 Penalty: 5370.572266
	Iteration 23Q: 3 clusters Score -6485615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6485665.500000 Penalty: 5370.572266
	Iteration 24Q: 3 clusters Score -6485666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -6485703.000000 Penalty: 5370.572266
	Iteration 25Q: 3 clusters Score -6485703 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -6485716.000000 Penalty: 5370.572266
	Iteration 26Q: 3 clusters Score -6485716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6485751.500000 Penalty: 5370.572266
	Iteration 27Q: 3 clusters Score -6485752 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -6485788.000000 Penalty: 5370.572266
	Iteration 28Q: 3 clusters Score -6485788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -6485825.500000 Penalty: 5370.572266
	Iteration 29Q: 3 clusters Score -6485826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6485878.500000 Penalty: 5370.572266
	Iteration 30Q: 3 clusters Score -6485878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -6485889.500000 Penalty: 5370.572266
	Iteration 31Q: 3 clusters Score -6485890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6485921.000000 Penalty: 5370.572266
	Iteration 32Q: 3 clusters Score -6485921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6485963.500000 Penalty: 5370.572266
	Iteration 33Q: 3 clusters Score -6485964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6485974.500000 Penalty: 5370.572266
	Iteration 34Q: 3 clusters Score -6485974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -6485994.000000 Penalty: 5370.572266
	Iteration 35Q: 3 clusters Score -6485994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -6486021.500000 Penalty: 5370.572266
	Iteration 36Q: 3 clusters Score -6486022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -6486031.000000 Penalty: 5370.572266
	Iteration 37Q: 3 clusters Score -6486031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6486031.000000 Penalty: 5370.572266
	Iteration 38Q: 3 clusters Score -6486031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -6486046.500000 Penalty: 5370.572266
	Iteration 39Q: 3 clusters Score -6486046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -6486069.500000 Penalty: 5370.572266
	Iteration 40F: 3 clusters Score -6486070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -6486078.000000 Penalty: 5370.572266
	Iteration 41Q: 3 clusters Score -6486078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -6486078.500000 Penalty: 5370.572266
	Iteration 42Q: 3 clusters Score -6486078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6486085.500000 Penalty: 5370.572266
	Iteration 43Q: 3 clusters Score -6486086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -6486103.500000 Penalty: 5370.572266
	Iteration 44Q: 3 clusters Score -6486104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6486102.000000 Penalty: 5370.572266
	Iteration 45Q: 3 clusters Score -6486102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6486102.000000 Penalty: 5370.572266
	Iteration 46Q: 3 clusters Score -6486102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -6486112.000000 Penalty: 5370.572266
	Iteration 47Q: 3 clusters Score -6486112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -6486106.000000 Penalty: 5370.572266
	Iteration 48Q: 3 clusters Score -6486106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -6486117.000000 Penalty: 5370.572266
	Iteration 49Q: 3 clusters Score -6486117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -6486124.000000 Penalty: 5370.572266
	Iteration 50Q: 3 clusters Score -6486124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -6486126.500000 Penalty: 5370.572266
	Iteration 51Q: 3 clusters Score -6486126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6486126.000000 Penalty: 5370.572266
	Iteration 52Q: 3 clusters Score -6486126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -6486132.500000 Penalty: 5370.572266
	Iteration 53Q: 3 clusters Score -6486132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6486137.500000 Penalty: 5370.572266
	Iteration 54Q: 3 clusters Score -6486138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -6486133.000000 Penalty: 5370.572266
	Iteration 55Q: 3 clusters Score -6486133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6486144.000000 Penalty: 5370.572266
	Iteration 56Q: 3 clusters Score -6486144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6486144.500000 Penalty: 5370.572266
	Iteration 57Q: 3 clusters Score -6486144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -6486146.500000 Penalty: 5370.572266
	Iteration 58Q: 3 clusters Score -6486146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6486146.500000 Penalty: 5370.572266
	Iteration 59Q: 3 clusters Score -6486146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6486144.500000 Penalty: 5370.572266
	Iteration 60F: 3 clusters Score -6486144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6486155.500000 Penalty: 5370.572266
	Iteration 61Q: 3 clusters Score -6486156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6486155.500000 Penalty: 5370.572266
	Iteration 62Q: 3 clusters Score -6486156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -6486151.500000 Penalty: 5370.572266
	Iteration 63Q: 3 clusters Score -6486152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6486164.000000 Penalty: 5370.572266
	Iteration 64Q: 3 clusters Score -6486164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -6486157.500000 Penalty: 5370.572266
	Iteration 65Q: 3 clusters Score -6486158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -6486152.000000 Penalty: 5370.572266
	Iteration 66Q: 3 clusters Score -6486152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -6486153.000000 Penalty: 5370.572266
	Iteration 67Q: 3 clusters Score -6486153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -6486160.500000 Penalty: 5370.572266
	Iteration 68Q: 3 clusters Score -6486160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -6486165.500000 Penalty: 5370.572266
	Iteration 69Q: 3 clusters Score -6486166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -6486177.500000 Penalty: 5370.572266
	Iteration 70Q: 3 clusters Score -6486178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -6486184.500000 Penalty: 5370.572266
	Iteration 71Q: 3 clusters Score -6486184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -6486181.500000 Penalty: 5370.572266
	Iteration 72Q: 3 clusters Score -6486182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -6486181.500000 Penalty: 5370.572266
	Iteration 73Q: 3 clusters Score -6486182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6486181.500000 Penalty: 5370.572266
	Iteration 74Q: 3 clusters Score -6486182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6486180.000000 Penalty: 5370.572266
	Iteration 75Q: 3 clusters Score -6486180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -6486185.500000 Penalty: 5370.572266
	Iteration 76Q: 3 clusters Score -6486186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6486189.000000 Penalty: 5370.572266
	Iteration 77Q: 3 clusters Score -6486189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6486189.000000 Penalty: 5370.572266
	Iteration 78F: 3 clusters Score -6486189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Entering Unmasked Estep 
Score: -8015550.000000 Penalty: 2736.052002
	Iteration 0F: 2 clusters Score -8015550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7973953.000000 Penalty: 5472.104004
	Iteration 0F: 3 clusters Score -7973953 nChanged 28909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -7989909.500000 Penalty: 5472.104004
	Iteration 1F: 3 clusters Score -7989910 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7990386.500000 Penalty: 5472.104004
	Iteration 2Q: 3 clusters Score -7990386 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7990900.000000 Penalty: 5472.104004
	Iteration 3Q: 3 clusters Score -7990900 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -7991531.500000 Penalty: 5472.104004
	Iteration 4Q: 3 clusters Score -7991532 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -7992440.000000 Penalty: 5472.104004
	Iteration 5Q: 3 clusters Score -7992440 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7993730.500000 Penalty: 5472.104004
	Iteration 6Q: 3 clusters Score -7993730 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7995871.500000 Penalty: 5472.104004
	Iteration 7F: 3 clusters Score -7995872 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7999074.000000 Penalty: 5472.104004
	Iteration 8F: 3 clusters Score -7999074 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8003168.500000 Penalty: 5472.104004
	Iteration 9F: 3 clusters Score -8003168 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8007122.000000 Penalty: 5472.104004
	Iteration 10F: 3 clusters Score -8007122 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -8009185.000000 Penalty: 5472.104004
	Iteration 11Q: 3 clusters Score -8009185 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -8009984.500000 Penalty: 5472.104004
	Iteration 12Q: 3 clusters Score -8009984 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -8010388.500000 Penalty: 5472.104004
	Iteration 13Q: 3 clusters Score -8010388 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -8010617.500000 Penalty: 5472.104004
	Iteration 14Q: 3 clusters Score -8010618 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -8010825.500000 Penalty: 5472.104004
	Iteration 15Q: 3 clusters Score -8010826 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -8011004.000000 Penalty: 5472.104004
	Iteration 16Q: 3 clusters Score -8011004 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -8011206.000000 Penalty: 5472.104004
	Iteration 17Q: 3 clusters Score -8011206 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -8011412.000000 Penalty: 5472.104004
	Iteration 18Q: 3 clusters Score -8011412 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -8011595.000000 Penalty: 5472.104004
	Iteration 19Q: 3 clusters Score -8011595 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -8011781.500000 Penalty: 5472.104004
	Iteration 20F: 3 clusters Score -8011782 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -8011937.500000 Penalty: 5472.104004
	Iteration 21Q: 3 clusters Score -8011938 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -8012076.500000 Penalty: 5472.104004
	Iteration 22Q: 3 clusters Score -8012076 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -8012272.000000 Penalty: 5472.104004
	Iteration 23Q: 3 clusters Score -8012272 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -8012386.000000 Penalty: 5472.104004
	Iteration 24Q: 3 clusters Score -8012386 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -8012490.000000 Penalty: 5472.104004
	Iteration 25Q: 3 clusters Score -8012490 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -8012594.000000 Penalty: 5472.104004
	Iteration 26Q: 3 clusters Score -8012594 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -8012702.500000 Penalty: 5472.104004
	Iteration 27Q: 3 clusters Score -8012702 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -8012749.500000 Penalty: 5472.104004
	Iteration 28Q: 3 clusters Score -8012750 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -8012827.500000 Penalty: 5472.104004
	Iteration 29Q: 3 clusters Score -8012828 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -8012880.500000 Penalty: 5472.104004
	Iteration 30Q: 3 clusters Score -8012880 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -8012964.000000 Penalty: 5472.104004
	Iteration 31Q: 3 clusters Score -8012964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -8013019.000000 Penalty: 5472.104004
	Iteration 32Q: 3 clusters Score -8013019 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -8013064.500000 Penalty: 5472.104004
	Iteration 33Q: 3 clusters Score -8013064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -8013096.500000 Penalty: 5472.104004
	Iteration 34Q: 3 clusters Score -8013096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -8013123.000000 Penalty: 5472.104004
	Iteration 35Q: 3 clusters Score -8013123 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -8013160.000000 Penalty: 5472.104004
	Iteration 36Q: 3 clusters Score -8013160 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -8013181.500000 Penalty: 5472.104004
	Iteration 37Q: 3 clusters Score -8013182 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -8013208.000000 Penalty: 5472.104004
	Iteration 38Q: 3 clusters Score -8013208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -8013241.500000 Penalty: 5472.104004
	Iteration 39Q: 3 clusters Score -8013242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -8013255.000000 Penalty: 5472.104004
	Iteration 40F: 3 clusters Score -8013255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -8013305.000000 Penalty: 5472.104004
	Iteration 41Q: 3 clusters Score -8013305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -8013316.000000 Penalty: 5472.104004
	Iteration 42Q: 3 clusters Score -8013316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -8013327.500000 Penalty: 5472.104004
	Iteration 43Q: 3 clusters Score -8013328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -8013363.000000 Penalty: 5472.104004
	Iteration 44Q: 3 clusters Score -8013363 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -8013369.000000 Penalty: 5472.104004
	Iteration 45Q: 3 clusters Score -8013369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -8013383.500000 Penalty: 5472.104004
	Iteration 46Q: 3 clusters Score -8013384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -8013383.000000 Penalty: 5472.104004
	Iteration 47Q: 3 clusters Score -8013383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -8013400.500000 Penalty: 5472.104004
	Iteration 48Q: 3 clusters Score -8013400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -8013407.000000 Penalty: 5472.104004
	Iteration 49Q: 3 clusters Score -8013407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -8013406.000000 Penalty: 5472.104004
	Iteration 50Q: 3 clusters Score -8013406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -8013433.000000 Penalty: 5472.104004
	Iteration 51Q: 3 clusters Score -8013433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -8013432.000000 Penalty: 5472.104004
	Iteration 52Q: 3 clusters Score -8013432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -8013440.000000 Penalty: 5472.104004
	Iteration 53Q: 3 clusters Score -8013440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -8013443.500000 Penalty: 5472.104004
	Iteration 54Q: 3 clusters Score -8013444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -8013451.000000 Penalty: 5472.104004
	Iteration 55Q: 3 clusters Score -8013451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -8013461.000000 Penalty: 5472.104004
	Iteration 56Q: 3 clusters Score -8013461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -8013470.500000 Penalty: 5472.104004
	Iteration 57Q: 3 clusters Score -8013470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -8013473.500000 Penalty: 5472.104004
	Iteration 58Q: 3 clusters Score -8013474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -8013471.000000 Penalty: 5472.104004
	Iteration 59Q: 3 clusters Score -8013471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -8013463.000000 Penalty: 5472.104004
	Iteration 60F: 3 clusters Score -8013463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -8013454.500000 Penalty: 5472.104004
	Iteration 61Q: 3 clusters Score -8013454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -8013460.500000 Penalty: 5472.104004
	Iteration 62Q: 3 clusters Score -8013460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -8013468.000000 Penalty: 5472.104004
	Iteration 63Q: 3 clusters Score -8013468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -8013474.000000 Penalty: 5472.104004
	Iteration 64Q: 3 clusters Score -8013474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -8013474.000000 Penalty: 5472.104004
	Iteration 65Q: 3 clusters Score -8013474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -8013478.500000 Penalty: 5472.104004
	Iteration 66Q: 3 clusters Score -8013478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -8013474.500000 Penalty: 5472.104004
	Iteration 67Q: 3 clusters Score -8013474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -8013478.000000 Penalty: 5472.104004
	Iteration 68Q: 3 clusters Score -8013478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -8013472.000000 Penalty: 5472.104004
	Iteration 69Q: 3 clusters Score -8013472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -8013480.000000 Penalty: 5472.104004
	Iteration 70Q: 3 clusters Score -8013480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -8013477.000000 Penalty: 5472.104004
	Iteration 71Q: 3 clusters Score -8013477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -8013479.500000 Penalty: 5472.104004
	Iteration 72Q: 3 clusters Score -8013480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -8013478.000000 Penalty: 5472.104004
	Iteration 73Q: 3 clusters Score -8013478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -8013477.500000 Penalty: 5472.104004
	Iteration 74Q: 3 clusters Score -8013478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -8013483.500000 Penalty: 5472.104004
	Iteration 75Q: 3 clusters Score -8013484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -8013481.500000 Penalty: 5472.104004
	Iteration 76Q: 3 clusters Score -8013482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -8013486.500000 Penalty: 5472.104004
	Iteration 77Q: 3 clusters Score -8013486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -8013485.500000 Penalty: 5472.104004
	Iteration 78Q: 3 clusters Score -8013486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -8013497.000000 Penalty: 5472.104004
	Iteration 79Q: 3 clusters Score -8013497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -8013497.000000 Penalty: 5472.104004
	Iteration 80F: 3 clusters Score -8013497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -8013503.500000 Penalty: 5472.104004
	Iteration 81Q: 3 clusters Score -8013504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -8013498.500000 Penalty: 5472.104004
	Iteration 82Q: 3 clusters Score -8013498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -8013499.500000 Penalty: 5472.104004
	Iteration 83Q: 3 clusters Score -8013500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -8013504.500000 Penalty: 5472.104004
	Iteration 84Q: 3 clusters Score -8013504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -8013506.000000 Penalty: 5472.104004
	Iteration 85Q: 3 clusters Score -8013506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -8013503.500000 Penalty: 5472.104004
	Iteration 86Q: 3 clusters Score -8013504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -8013500.000000 Penalty: 5472.104004
	Iteration 87Q: 3 clusters Score -8013500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -8013498.000000 Penalty: 5472.104004
	Iteration 88Q: 3 clusters Score -8013498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -8013502.500000 Penalty: 5472.104004
	Iteration 89Q: 3 clusters Score -8013502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -8013501.000000 Penalty: 5472.104004
	Iteration 90Q: 3 clusters Score -8013501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -8013502.000000 Penalty: 5472.104004
	Iteration 91Q: 3 clusters Score -8013502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -8013502.000000 Penalty: 5472.104004
	Iteration 92Q: 3 clusters Score -8013502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -8013507.500000 Penalty: 5472.104004
	Iteration 93Q: 3 clusters Score -8013508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -8013503.000000 Penalty: 5472.104004
	Iteration 94Q: 3 clusters Score -8013503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -8013500.000000 Penalty: 5472.104004
	Iteration 95Q: 3 clusters Score -8013500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -8013497.000000 Penalty: 5472.104004
	Iteration 96Q: 3 clusters Score -8013497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -8013498.000000 Penalty: 5472.104004
	Iteration 97Q: 3 clusters Score -8013498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -8013498.000000 Penalty: 5472.104004
	Iteration 98F: 3 clusters Score -8013498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Entering Unmasked Estep 
Score: -999545.250000 Penalty: 2233.462158
	Iteration 0F: 2 clusters Score -999545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -993049.750000 Penalty: 4466.924316
	Iteration 0F: 3 clusters Score -993049.8 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -994936.000000 Penalty: 4466.924316
	Iteration 1F: 3 clusters Score -994936 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -995392.437500 Penalty: 4466.924316
	Iteration 2F: 3 clusters Score -995392.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -995811.375000 Penalty: 4466.924316
	Iteration 3F: 3 clusters Score -995811.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -996151.250000 Penalty: 4466.924316
	Iteration 4F: 3 clusters Score -996151.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -996459.750000 Penalty: 4466.924316
	Iteration 5F: 3 clusters Score -996459.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -996725.875000 Penalty: 4466.924316
	Iteration 6F: 3 clusters Score -996725.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -996956.125000 Penalty: 4466.924316
	Iteration 7Q: 3 clusters Score -996956.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -997127.000000 Penalty: 4466.924316
	Iteration 8Q: 3 clusters Score -997127 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -997278.250000 Penalty: 4466.924316
	Iteration 9Q: 3 clusters Score -997278.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -997387.500000 Penalty: 4466.924316
	Iteration 10Q: 3 clusters Score -997387.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -997473.000000 Penalty: 4466.924316
	Iteration 11Q: 3 clusters Score -997473 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -997557.437500 Penalty: 4466.924316
	Iteration 12Q: 3 clusters Score -997557.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -997615.500000 Penalty: 4466.924316
	Iteration 13Q: 3 clusters Score -997615.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -997658.375000 Penalty: 4466.924316
	Iteration 14Q: 3 clusters Score -997658.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -997694.375000 Penalty: 4466.924316
	Iteration 15Q: 3 clusters Score -997694.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -997728.812500 Penalty: 4466.924316
	Iteration 16Q: 3 clusters Score -997728.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -997754.375000 Penalty: 4466.924316
	Iteration 17Q: 3 clusters Score -997754.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -997783.375000 Penalty: 4466.924316
	Iteration 18Q: 3 clusters Score -997783.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -997807.500000 Penalty: 4466.924316
	Iteration 19Q: 3 clusters Score -997807.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -997823.125000 Penalty: 4466.924316
	Iteration 20F: 3 clusters Score -997823.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -997833.312500 Penalty: 4466.924316
	Iteration 21Q: 3 clusters Score -997833.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -997850.812500 Penalty: 4466.924316
	Iteration 22Q: 3 clusters Score -997850.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -997872.687500 Penalty: 4466.924316
	Iteration 23Q: 3 clusters Score -997872.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -997893.812500 Penalty: 4466.924316
	Iteration 24Q: 3 clusters Score -997893.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -997915.812500 Penalty: 4466.924316
	Iteration 25Q: 3 clusters Score -997915.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -997940.000000 Penalty: 4466.924316
	Iteration 26Q: 3 clusters Score -997940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -997952.312500 Penalty: 4466.924316
	Iteration 27Q: 3 clusters Score -997952.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -997965.687500 Penalty: 4466.924316
	Iteration 28Q: 3 clusters Score -997965.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -997976.750000 Penalty: 4466.924316
	Iteration 29Q: 3 clusters Score -997976.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -997991.500000 Penalty: 4466.924316
	Iteration 30Q: 3 clusters Score -997991.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -998007.437500 Penalty: 4466.924316
	Iteration 31Q: 3 clusters Score -998007.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -998029.125000 Penalty: 4466.924316
	Iteration 32Q: 3 clusters Score -998029.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -998053.125000 Penalty: 4466.924316
	Iteration 33Q: 3 clusters Score -998053.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -998075.000000 Penalty: 4466.924316
	Iteration 34Q: 3 clusters Score -998075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -998090.312500 Penalty: 4466.924316
	Iteration 35Q: 3 clusters Score -998090.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -998103.062500 Penalty: 4466.924316
	Iteration 36Q: 3 clusters Score -998103.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -998115.437500 Penalty: 4466.924316
	Iteration 37Q: 3 clusters Score -998115.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -998131.187500 Penalty: 4466.924316
	Iteration 38Q: 3 clusters Score -998131.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -998148.812500 Penalty: 4466.924316
	Iteration 39Q: 3 clusters Score -998148.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -998164.312500 Penalty: 4466.924316
	Iteration 40F: 3 clusters Score -998164.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -998178.500000 Penalty: 4466.924316
	Iteration 41Q: 3 clusters Score -998178.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -998188.312500 Penalty: 4466.924316
	Iteration 42Q: 3 clusters Score -998188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -998195.000000 Penalty: 4466.924316
	Iteration 43Q: 3 clusters Score -998195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -998202.625000 Penalty: 4466.924316
	Iteration 44Q: 3 clusters Score -998202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -998202.687500 Penalty: 4466.924316
	Iteration 45Q: 3 clusters Score -998202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -998204.500000 Penalty: 4466.924316
	Iteration 46Q: 3 clusters Score -998204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -998207.812500 Penalty: 4466.924316
	Iteration 47Q: 3 clusters Score -998207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -998208.875000 Penalty: 4466.924316
	Iteration 48Q: 3 clusters Score -998208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -998211.625000 Penalty: 4466.924316
	Iteration 49Q: 3 clusters Score -998211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -998214.875000 Penalty: 4466.924316
	Iteration 50Q: 3 clusters Score -998214.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -998217.562500 Penalty: 4466.924316
	Iteration 51Q: 3 clusters Score -998217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -998223.812500 Penalty: 4466.924316
	Iteration 52Q: 3 clusters Score -998223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -998224.312500 Penalty: 4466.924316
	Iteration 53Q: 3 clusters Score -998224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -998227.000000 Penalty: 4466.924316
	Iteration 54Q: 3 clusters Score -998227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -998225.062500 Penalty: 4466.924316
	Iteration 55Q: 3 clusters Score -998225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -998228.500000 Penalty: 4466.924316
	Iteration 56Q: 3 clusters Score -998228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -998232.062500 Penalty: 4466.924316
	Iteration 57Q: 3 clusters Score -998232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -998230.937500 Penalty: 4466.924316
	Iteration 58Q: 3 clusters Score -998230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -998230.750000 Penalty: 4466.924316
	Iteration 59Q: 3 clusters Score -998230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -998231.000000 Penalty: 4466.924316
	Iteration 60F: 3 clusters Score -998231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -998232.250000 Penalty: 4466.924316
	Iteration 61Q: 3 clusters Score -998232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -998232.250000 Penalty: 4466.924316
	Iteration 62F: 3 clusters Score -998232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 176387 members 
Mstep: Class 3 contains 193708 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 174313 members 
Mstep: Class 12 contains 175418 members 
Mstep: Class 13 contains 83999 members 
Mstep: Class 14 contains 205492 members 
Mstep: Class 15 contains 50401 members 
Mstep: Class 16 contains 61850 members 
Mstep: Class 17 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681856.000000 Penalty: 62449.558594
Iteration 79Q: 19 clusters Score -1.496819e+08 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 175877 members 
Mstep: Class 3 contains 192887 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 1074 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 252 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 174676 members 
Mstep: Class 12 contains 175197 members 
Mstep: Class 13 contains 84054 members 
Mstep: Class 14 contains 205999 members 
Mstep: Class 15 contains 50649 members 
Mstep: Class 16 contains 61762 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 18 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682240.000000 Penalty: 62449.558594
Iteration 80F: 19 clusters Score -1.496822e+08 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 175419 members 
Mstep: Class 3 contains 192114 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175058 members 
Mstep: Class 12 contains 174944 members 
Mstep: Class 13 contains 84108 members 
Mstep: Class 14 contains 206453 members 
Mstep: Class 15 contains 50858 members 
Mstep: Class 16 contains 61691 members 
Mstep: Class 17 contains 8160 members 
Mstep: Class 18 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682512.000000 Penalty: 62449.558594
Iteration 81Q: 19 clusters Score -1.496825e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 174899 members 
Mstep: Class 3 contains 191376 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 1066 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175519 members 
Mstep: Class 12 contains 174781 members 
Mstep: Class 13 contains 84160 members 
Mstep: Class 14 contains 206778 members 
Mstep: Class 15 contains 51081 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682672.000000 Penalty: 62449.558594
Iteration 82Q: 19 clusters Score -1.496827e+08 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 174401 members 
Mstep: Class 3 contains 190768 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175969 members 
Mstep: Class 12 contains 174642 members 
Mstep: Class 13 contains 84180 members 
Mstep: Class 14 contains 207016 members 
Mstep: Class 15 contains 51267 members 
Mstep: Class 16 contains 61525 members 
Mstep: Class 17 contains 8167 members 
Mstep: Class 18 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682928.000000 Penalty: 62449.558594
Iteration 83Q: 19 clusters Score -1.496829e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 173879 members 
Mstep: Class 3 contains 190281 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 1058 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176397 members 
Mstep: Class 12 contains 174529 members 
Mstep: Class 13 contains 84203 members 
Mstep: Class 14 contains 207126 members 
Mstep: Class 15 contains 51439 members 
Mstep: Class 16 contains 61446 members 
Mstep: Class 17 contains 8170 members 
Mstep: Class 18 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683040.000000 Penalty: 62449.558594
Iteration 84Q: 19 clusters Score -1.49683e+08 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 173422 members 
Mstep: Class 3 contains 189882 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 1057 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 254 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176754 members 
Mstep: Class 12 contains 174420 members 
Mstep: Class 13 contains 84235 members 
Mstep: Class 14 contains 207181 members 
Mstep: Class 15 contains 51608 members 
Mstep: Class 16 contains 61365 members 
Mstep: Class 17 contains 8172 members 
Mstep: Class 18 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 19 clusters Score -1.496833e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 172962 members 
Mstep: Class 3 contains 189517 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 1054 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1805 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177080 members 
Mstep: Class 12 contains 174338 members 
Mstep: Class 13 contains 84280 members 
Mstep: Class 14 contains 207188 members 
Mstep: Class 15 contains 51765 members 
Mstep: Class 16 contains 61302 members 
Mstep: Class 17 contains 8174 members 
Mstep: Class 18 contains 475 members 
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Iteration 86Q: 19 clusters Score -1.496828e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 172561 members 
Mstep: Class 3 contains 189218 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6092 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1806 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177364 members 
Mstep: Class 12 contains 174343 members 
Mstep: Class 13 contains 84313 members 
Mstep: Class 14 contains 207047 members 
Mstep: Class 15 contains 51897 members 
Mstep: Class 16 contains 61262 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 475 members 
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Iteration 87Q: 19 clusters Score -1.496834e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 172206 members 
Mstep: Class 3 contains 188988 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177584 members 
Mstep: Class 12 contains 174367 members 
Mstep: Class 13 contains 84337 members 
Mstep: Class 14 contains 206899 members 
Mstep: Class 15 contains 52009 members 
Mstep: Class 16 contains 61233 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 475 members 
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Iteration 88Q: 19 clusters Score -1.496838e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 171899 members 
Mstep: Class 3 contains 188864 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177757 members 
Mstep: Class 12 contains 174394 members 
Mstep: Class 13 contains 84378 members 
Mstep: Class 14 contains 206716 members 
Mstep: Class 15 contains 52093 members 
Mstep: Class 16 contains 61166 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 475 members 
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Iteration 89Q: 19 clusters Score -1.496842e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 171612 members 
Mstep: Class 3 contains 188923 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177909 members 
Mstep: Class 12 contains 174393 members 
Mstep: Class 13 contains 84392 members 
Mstep: Class 14 contains 206446 members 
Mstep: Class 15 contains 52171 members 
Mstep: Class 16 contains 61101 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 475 members 
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Iteration 90Q: 19 clusters Score -1.496844e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 171412 members 
Mstep: Class 3 contains 189099 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177931 members 
Mstep: Class 12 contains 174449 members 
Mstep: Class 13 contains 84393 members 
Mstep: Class 14 contains 206054 members 
Mstep: Class 15 contains 52243 members 
Mstep: Class 16 contains 61059 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 475 members 
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Iteration 91Q: 19 clusters Score -1.496842e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 171174 members 
Mstep: Class 3 contains 189354 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177884 members 
Mstep: Class 12 contains 174520 members 
Mstep: Class 13 contains 84397 members 
Mstep: Class 14 contains 205656 members 
Mstep: Class 15 contains 52313 members 
Mstep: Class 16 contains 61030 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 475 members 
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Iteration 92Q: 19 clusters Score -1.496843e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 170913 members 
Mstep: Class 3 contains 189651 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6462 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177772 members 
Mstep: Class 12 contains 174627 members 
Mstep: Class 13 contains 84402 members 
Mstep: Class 14 contains 205300 members 
Mstep: Class 15 contains 52352 members 
Mstep: Class 16 contains 61023 members 
Mstep: Class 17 contains 8179 members 
Mstep: Class 18 contains 475 members 
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Iteration 93Q: 19 clusters Score -1.496847e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 170684 members 
Mstep: Class 3 contains 190008 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177634 members 
Mstep: Class 12 contains 174717 members 
Mstep: Class 13 contains 84390 members 
Mstep: Class 14 contains 204927 members 
Mstep: Class 15 contains 52385 members 
Mstep: Class 16 contains 60998 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 475 members 
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Iteration 94Q: 19 clusters Score -1.49685e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 170443 members 
Mstep: Class 3 contains 190335 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6568 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177455 members 
Mstep: Class 12 contains 174787 members 
Mstep: Class 13 contains 84396 members 
Mstep: Class 14 contains 204655 members 
Mstep: Class 15 contains 52401 members 
Mstep: Class 16 contains 60989 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 475 members 
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Iteration 95Q: 19 clusters Score -1.496849e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 170204 members 
Mstep: Class 3 contains 190640 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177248 members 
Mstep: Class 12 contains 174844 members 
Mstep: Class 13 contains 84401 members 
Mstep: Class 14 contains 204439 members 
Mstep: Class 15 contains 52431 members 
Mstep: Class 16 contains 60977 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 475 members 
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Iteration 96Q: 19 clusters Score -1.496851e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 169958 members 
Mstep: Class 3 contains 190994 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6683 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177063 members 
Mstep: Class 12 contains 174898 members 
Mstep: Class 13 contains 84420 members 
Mstep: Class 14 contains 204175 members 
Mstep: Class 15 contains 52462 members 
Mstep: Class 16 contains 60952 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 475 members 
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Iteration 97Q: 19 clusters Score -1.496851e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 169687 members 
Mstep: Class 3 contains 191339 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1818 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176869 members 
Mstep: Class 12 contains 174911 members 
Mstep: Class 13 contains 84431 members 
Mstep: Class 14 contains 204004 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 60942 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 475 members 
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Iteration 98Q: 19 clusters Score -1.496852e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 169424 members 
Mstep: Class 3 contains 191699 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176685 members 
Mstep: Class 12 contains 174938 members 
Mstep: Class 13 contains 84424 members 
Mstep: Class 14 contains 203861 members 
Mstep: Class 15 contains 52523 members 
Mstep: Class 16 contains 60936 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 475 members 
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Iteration 99Q: 19 clusters Score -1.496855e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 169096 members 
Mstep: Class 3 contains 192081 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 1052 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176544 members 
Mstep: Class 12 contains 174953 members 
Mstep: Class 13 contains 84423 members 
Mstep: Class 14 contains 203740 members 
Mstep: Class 15 contains 52539 members 
Mstep: Class 16 contains 60934 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 475 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -1.496858e+08 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 168742 members 
Mstep: Class 3 contains 192464 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176376 members 
Mstep: Class 12 contains 174994 members 
Mstep: Class 13 contains 84419 members 
Mstep: Class 14 contains 203627 members 
Mstep: Class 15 contains 52558 members 
Mstep: Class 16 contains 60943 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -1.496858e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 168342 members 
Mstep: Class 3 contains 192836 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6858 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176268 members 
Mstep: Class 12 contains 175018 members 
Mstep: Class 13 contains 84414 members 
Mstep: Class 14 contains 203549 members 
Mstep: Class 15 contains 52574 members 
Mstep: Class 16 contains 60949 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -1.49686e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 167951 members 
Mstep: Class 3 contains 193244 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1820 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176170 members 
Mstep: Class 12 contains 175021 members 
Mstep: Class 13 contains 84403 members 
Mstep: Class 14 contains 203486 members 
Mstep: Class 15 contains 52595 members 
Mstep: Class 16 contains 60943 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
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Iteration 103Q: 19 clusters Score -1.496862e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 167505 members 
Mstep: Class 3 contains 193600 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1822 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176072 members 
Mstep: Class 12 contains 175056 members 
Mstep: Class 13 contains 84408 members 
Mstep: Class 14 contains 203487 members 
Mstep: Class 15 contains 52620 members 
Mstep: Class 16 contains 60940 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -1.496861e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 167031 members 
Mstep: Class 3 contains 193969 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6919 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1824 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 176017 members 
Mstep: Class 12 contains 175098 members 
Mstep: Class 13 contains 84411 members 
Mstep: Class 14 contains 203468 members 
Mstep: Class 15 contains 52637 members 
Mstep: Class 16 contains 60926 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -1.49686e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 166571 members 
Mstep: Class 3 contains 194289 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175939 members 
Mstep: Class 12 contains 175160 members 
Mstep: Class 13 contains 84419 members 
Mstep: Class 14 contains 203479 members 
Mstep: Class 15 contains 52655 members 
Mstep: Class 16 contains 60917 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -1.49686e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 166153 members 
Mstep: Class 3 contains 194634 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6941 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175890 members 
Mstep: Class 12 contains 175194 members 
Mstep: Class 13 contains 84424 members 
Mstep: Class 14 contains 203417 members 
Mstep: Class 15 contains 52663 members 
Mstep: Class 16 contains 60915 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -1.49686e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 165700 members 
Mstep: Class 3 contains 194936 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175838 members 
Mstep: Class 12 contains 175273 members 
Mstep: Class 13 contains 84433 members 
Mstep: Class 14 contains 203386 members 
Mstep: Class 15 contains 52694 members 
Mstep: Class 16 contains 60908 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -1.496857e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 165268 members 
Mstep: Class 3 contains 195232 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6972 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175823 members 
Mstep: Class 12 contains 175318 members 
Mstep: Class 13 contains 84423 members 
Mstep: Class 14 contains 203355 members 
Mstep: Class 15 contains 52715 members 
Mstep: Class 16 contains 60917 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -1.496856e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 164784 members 
Mstep: Class 3 contains 195484 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 6990 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175859 members 
Mstep: Class 12 contains 175381 members 
Mstep: Class 13 contains 84423 members 
Mstep: Class 14 contains 203377 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 60914 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 476 members 
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Iteration 110Q: 19 clusters Score -1.496852e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 164338 members 
Mstep: Class 3 contains 195648 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175897 members 
Mstep: Class 12 contains 175475 members 
Mstep: Class 13 contains 84427 members 
Mstep: Class 14 contains 203409 members 
Mstep: Class 15 contains 52759 members 
Mstep: Class 16 contains 60899 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 111Q: 19 clusters Score -1.49685e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 163899 members 
Mstep: Class 3 contains 195817 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175937 members 
Mstep: Class 12 contains 175580 members 
Mstep: Class 13 contains 84409 members 
Mstep: Class 14 contains 203456 members 
Mstep: Class 15 contains 52779 members 
Mstep: Class 16 contains 60888 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 112Q: 19 clusters Score -1.496849e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 163486 members 
Mstep: Class 3 contains 196001 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7025 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 175973 members 
Mstep: Class 12 contains 175706 members 
Mstep: Class 13 contains 84395 members 
Mstep: Class 14 contains 203418 members 
Mstep: Class 15 contains 52797 members 
Mstep: Class 16 contains 60887 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 113Q: 19 clusters Score -1.496846e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 163108 members 
Mstep: Class 3 contains 196130 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176039 members 
Mstep: Class 12 contains 175816 members 
Mstep: Class 13 contains 84378 members 
Mstep: Class 14 contains 203397 members 
Mstep: Class 15 contains 52819 members 
Mstep: Class 16 contains 60873 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
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Iteration 114Q: 19 clusters Score -1.496844e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 162734 members 
Mstep: Class 3 contains 196264 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7055 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176100 members 
Mstep: Class 12 contains 175917 members 
Mstep: Class 13 contains 84342 members 
Mstep: Class 14 contains 203412 members 
Mstep: Class 15 contains 52830 members 
Mstep: Class 16 contains 60857 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684240.000000 Penalty: 62449.558594
Iteration 115Q: 19 clusters Score -1.496842e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 162388 members 
Mstep: Class 3 contains 196375 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176170 members 
Mstep: Class 12 contains 176009 members 
Mstep: Class 13 contains 84289 members 
Mstep: Class 14 contains 203443 members 
Mstep: Class 15 contains 52822 members 
Mstep: Class 16 contains 60848 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684272.000000 Penalty: 62449.558594
Iteration 116Q: 19 clusters Score -1.496843e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 162083 members 
Mstep: Class 3 contains 196472 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7084 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176233 members 
Mstep: Class 12 contains 176102 members 
Mstep: Class 13 contains 84249 members 
Mstep: Class 14 contains 203436 members 
Mstep: Class 15 contains 52813 members 
Mstep: Class 16 contains 60837 members 
Mstep: Class 17 contains 8182 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684224.000000 Penalty: 62449.558594
Iteration 117Q: 19 clusters Score -1.496842e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 161745 members 
Mstep: Class 3 contains 196536 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 7097 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176292 members 
Mstep: Class 12 contains 176193 members 
Mstep: Class 13 contains 84201 members 
Mstep: Class 14 contains 203509 members 
Mstep: Class 15 contains 52804 members 
Mstep: Class 16 contains 60830 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684416.000000 Penalty: 62449.558594
Iteration 118Q: 19 clusters Score -1.496844e+08 nChanged 1833
Entering ConstructFrom: 
Score: -149684416.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (52999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Entering Unmasked Estep 
Score: -6870374.500000 Penalty: 2697.750977
	Iteration 0F: 2 clusters Score -6870374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -6834403.500000 Penalty: 5395.501953
	Iteration 0F: 3 clusters Score -6834404 nChanged 24692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -6848061.000000 Penalty: 5395.501953
	Iteration 1F: 3 clusters Score -6848061 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -6848529.000000 Penalty: 5395.501953
	Iteration 2Q: 3 clusters Score -6848529 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -6849092.500000 Penalty: 5395.501953
	Iteration 3Q: 3 clusters Score -6849092 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6849646.000000 Penalty: 5395.501953
	Iteration 4Q: 3 clusters Score -6849646 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6850386.500000 Penalty: 5395.501953
	Iteration 5Q: 3 clusters Score -6850386 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -6851274.500000 Penalty: 5395.501953
	Iteration 6Q: 3 clusters Score -6851274 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6852469.000000 Penalty: 5395.501953
	Iteration 7Q: 3 clusters Score -6852469 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -6854232.000000 Penalty: 5395.501953
	Iteration 8F: 3 clusters Score -6854232 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -6856781.500000 Penalty: 5395.501953
	Iteration 9F: 3 clusters Score -6856782 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -6859917.500000 Penalty: 5395.501953
	Iteration 10F: 3 clusters Score -6859918 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -6862603.000000 Penalty: 5395.501953
	Iteration 11F: 3 clusters Score -6862603 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -6864154.000000 Penalty: 5395.501953
	Iteration 12Q: 3 clusters Score -6864154 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -6864798.500000 Penalty: 5395.501953
	Iteration 13Q: 3 clusters Score -6864798 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -6865230.000000 Penalty: 5395.501953
	Iteration 14Q: 3 clusters Score -6865230 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -6865552.500000 Penalty: 5395.501953
	Iteration 15Q: 3 clusters Score -6865552 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -6865807.000000 Penalty: 5395.501953
	Iteration 16Q: 3 clusters Score -6865807 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -6866015.000000 Penalty: 5395.501953
	Iteration 17Q: 3 clusters Score -6866015 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -6866171.500000 Penalty: 5395.501953
	Iteration 18Q: 3 clusters Score -6866172 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -6866312.500000 Penalty: 5395.501953
	Iteration 19Q: 3 clusters Score -6866312 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -6866443.500000 Penalty: 5395.501953
	Iteration 20F: 3 clusters Score -6866444 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -6866623.500000 Penalty: 5395.501953
	Iteration 21Q: 3 clusters Score -6866624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -6866724.000000 Penalty: 5395.501953
	Iteration 22Q: 3 clusters Score -6866724 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6866854.000000 Penalty: 5395.501953
	Iteration 23Q: 3 clusters Score -6866854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6866984.500000 Penalty: 5395.501953
	Iteration 24Q: 3 clusters Score -6866984 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -6867111.000000 Penalty: 5395.501953
	Iteration 25Q: 3 clusters Score -6867111 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -6867205.500000 Penalty: 5395.501953
	Iteration 26Q: 3 clusters Score -6867206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -6867288.000000 Penalty: 5395.501953
	Iteration 27Q: 3 clusters Score -6867288 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -6867351.000000 Penalty: 5395.501953
	Iteration 28Q: 3 clusters Score -6867351 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -6867420.000000 Penalty: 5395.501953
	Iteration 29Q: 3 clusters Score -6867420 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6867474.500000 Penalty: 5395.501953
	Iteration 30Q: 3 clusters Score -6867474 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -6867521.000000 Penalty: 5395.501953
	Iteration 31Q: 3 clusters Score -6867521 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -6867622.000000 Penalty: 5395.501953
	Iteration 32Q: 3 clusters Score -6867622 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -6867674.500000 Penalty: 5395.501953
	Iteration 33Q: 3 clusters Score -6867674 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6867757.500000 Penalty: 5395.501953
	Iteration 34Q: 3 clusters Score -6867758 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6867815.500000 Penalty: 5395.501953
	Iteration 35Q: 3 clusters Score -6867816 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -6867903.000000 Penalty: 5395.501953
	Iteration 36Q: 3 clusters Score -6867903 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -6867923.500000 Penalty: 5395.501953
	Iteration 37Q: 3 clusters Score -6867924 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -6867980.500000 Penalty: 5395.501953
	Iteration 38Q: 3 clusters Score -6867980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -6868007.500000 Penalty: 5395.501953
	Iteration 39Q: 3 clusters Score -6868008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -6868039.000000 Penalty: 5395.501953
	Iteration 40F: 3 clusters Score -6868039 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -6868059.000000 Penalty: 5395.501953
	Iteration 41Q: 3 clusters Score -6868059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -6868081.000000 Penalty: 5395.501953
	Iteration 42Q: 3 clusters Score -6868081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -6868106.500000 Penalty: 5395.501953
	Iteration 43Q: 3 clusters Score -6868106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6868128.000000 Penalty: 5395.501953
	Iteration 44Q: 3 clusters Score -6868128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6868137.500000 Penalty: 5395.501953
	Iteration 45Q: 3 clusters Score -6868138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6868161.500000 Penalty: 5395.501953
	Iteration 46Q: 3 clusters Score -6868162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6868200.500000 Penalty: 5395.501953
	Iteration 47Q: 3 clusters Score -6868200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6868223.500000 Penalty: 5395.501953
	Iteration 48Q: 3 clusters Score -6868224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6868229.000000 Penalty: 5395.501953
	Iteration 49Q: 3 clusters Score -6868229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -6868249.500000 Penalty: 5395.501953
	Iteration 50Q: 3 clusters Score -6868250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -6868247.500000 Penalty: 5395.501953
	Iteration 51Q: 3 clusters Score -6868248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -6868248.500000 Penalty: 5395.501953
	Iteration 52Q: 3 clusters Score -6868248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6868265.000000 Penalty: 5395.501953
	Iteration 53Q: 3 clusters Score -6868265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -6868280.000000 Penalty: 5395.501953
	Iteration 54Q: 3 clusters Score -6868280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6868287.000000 Penalty: 5395.501953
	Iteration 55Q: 3 clusters Score -6868287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6868296.000000 Penalty: 5395.501953
	Iteration 56Q: 3 clusters Score -6868296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6868306.000000 Penalty: 5395.501953
	Iteration 57Q: 3 clusters Score -6868306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -6868306.000000 Penalty: 5395.501953
	Iteration 58Q: 3 clusters Score -6868306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -6868315.000000 Penalty: 5395.501953
	Iteration 59Q: 3 clusters Score -6868315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -6868302.500000 Penalty: 5395.501953
	Iteration 60F: 3 clusters Score -6868302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6868302.500000 Penalty: 5395.501953
	Iteration 61Q: 3 clusters Score -6868302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -6868312.500000 Penalty: 5395.501953
	Iteration 62Q: 3 clusters Score -6868312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6868322.500000 Penalty: 5395.501953
	Iteration 63Q: 3 clusters Score -6868322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -6868331.000000 Penalty: 5395.501953
	Iteration 64Q: 3 clusters Score -6868331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -6868329.500000 Penalty: 5395.501953
	Iteration 65Q: 3 clusters Score -6868330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6868328.000000 Penalty: 5395.501953
	Iteration 66Q: 3 clusters Score -6868328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -6868323.500000 Penalty: 5395.501953
	Iteration 67Q: 3 clusters Score -6868324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -6868332.000000 Penalty: 5395.501953
	Iteration 68Q: 3 clusters Score -6868332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -6868333.500000 Penalty: 5395.501953
	Iteration 69Q: 3 clusters Score -6868334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -6868338.000000 Penalty: 5395.501953
	Iteration 70Q: 3 clusters Score -6868338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -6868343.000000 Penalty: 5395.501953
	Iteration 71Q: 3 clusters Score -6868343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6868352.500000 Penalty: 5395.501953
	Iteration 72Q: 3 clusters Score -6868352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6868347.000000 Penalty: 5395.501953
	Iteration 73Q: 3 clusters Score -6868347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -6868346.000000 Penalty: 5395.501953
	Iteration 74Q: 3 clusters Score -6868346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6868349.000000 Penalty: 5395.501953
	Iteration 75Q: 3 clusters Score -6868349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -6868349.000000 Penalty: 5395.501953
	Iteration 76F: 3 clusters Score -6868349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (161417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161417 members 
Entering Unmasked Estep 
Score: -20666758.000000 Penalty: 2973.952881
	Iteration 0F: 2 clusters Score -2.066676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -20559568.000000 Penalty: 5947.905762
	Iteration 0F: 3 clusters Score -2.055957e+07 nChanged 77448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -20604128.000000 Penalty: 5947.905762
	Iteration 1F: 3 clusters Score -2.060413e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -20605038.000000 Penalty: 5947.905762
	Iteration 2Q: 3 clusters Score -2.060504e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -20606158.000000 Penalty: 5947.905762
	Iteration 3Q: 3 clusters Score -2.060616e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -20607784.000000 Penalty: 5947.905762
	Iteration 4Q: 3 clusters Score -2.060778e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -20611004.000000 Penalty: 5947.905762
	Iteration 5Q: 3 clusters Score -2.0611e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -20616760.000000 Penalty: 5947.905762
	Iteration 6F: 3 clusters Score -2.061676e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -20627082.000000 Penalty: 5947.905762
	Iteration 7F: 3 clusters Score -2.062708e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137742 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -20641348.000000 Penalty: 5947.905762
	Iteration 8F: 3 clusters Score -2.064135e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -20654086.000000 Penalty: 5947.905762
	Iteration 9F: 3 clusters Score -2.065409e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -20660756.000000 Penalty: 5947.905762
	Iteration 10Q: 3 clusters Score -2.066076e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159315 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20663158.000000 Penalty: 5947.905762
	Iteration 11Q: 3 clusters Score -2.066316e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20664080.000000 Penalty: 5947.905762
	Iteration 12Q: 3 clusters Score -2.066408e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20664464.000000 Penalty: 5947.905762
	Iteration 13Q: 3 clusters Score -2.066446e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160336 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20664676.000000 Penalty: 5947.905762
	Iteration 14Q: 3 clusters Score -2.066468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20664836.000000 Penalty: 5947.905762
	Iteration 15Q: 3 clusters Score -2.066484e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20664896.000000 Penalty: 5947.905762
	Iteration 16Q: 3 clusters Score -2.06649e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20664956.000000 Penalty: 5947.905762
	Iteration 17Q: 3 clusters Score -2.066496e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -20665002.000000 Penalty: 5947.905762
	Iteration 18Q: 3 clusters Score -2.0665e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160297 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20665006.000000 Penalty: 5947.905762
	Iteration 19Q: 3 clusters Score -2.066501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20665002.000000 Penalty: 5947.905762
	Iteration 20F: 3 clusters Score -2.0665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160273 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20665000.000000 Penalty: 5947.905762
	Iteration 21Q: 3 clusters Score -2.0665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20665022.000000 Penalty: 5947.905762
	Iteration 22Q: 3 clusters Score -2.066502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160253 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20665024.000000 Penalty: 5947.905762
	Iteration 23Q: 3 clusters Score -2.066502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20665018.000000 Penalty: 5947.905762
	Iteration 24Q: 3 clusters Score -2.066502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160247 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20665014.000000 Penalty: 5947.905762
	Iteration 25Q: 3 clusters Score -2.066501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20665024.000000 Penalty: 5947.905762
	Iteration 26Q: 3 clusters Score -2.066502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20665040.000000 Penalty: 5947.905762
	Iteration 27Q: 3 clusters Score -2.066504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20665042.000000 Penalty: 5947.905762
	Iteration 28Q: 3 clusters Score -2.066504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20665074.000000 Penalty: 5947.905762
	Iteration 29Q: 3 clusters Score -2.066507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20665078.000000 Penalty: 5947.905762
	Iteration 30Q: 3 clusters Score -2.066508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20665080.000000 Penalty: 5947.905762
	Iteration 31Q: 3 clusters Score -2.066508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20665080.000000 Penalty: 5947.905762
	Iteration 32F: 3 clusters Score -2.066508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196588 members 
Entering Unmasked Estep 
Score: -25125032.000000 Penalty: 3022.838623
	Iteration 0F: 2 clusters Score -2.512503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -24994968.000000 Penalty: 6045.677246
	Iteration 0F: 3 clusters Score -2.499497e+07 nChanged 94718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -25051510.000000 Penalty: 6045.677246
	Iteration 1F: 3 clusters Score -2.505151e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -25053790.000000 Penalty: 6045.677246
	Iteration 2Q: 3 clusters Score -2.505379e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -25058006.000000 Penalty: 6045.677246
	Iteration 3Q: 3 clusters Score -2.505801e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -25066144.000000 Penalty: 6045.677246
	Iteration 4F: 3 clusters Score -2.506614e+07 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -25080296.000000 Penalty: 6045.677246
	Iteration 5F: 3 clusters Score -2.50803e+07 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -25098988.000000 Penalty: 6045.677246
	Iteration 6F: 3 clusters Score -2.509899e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185964 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -25113764.000000 Penalty: 6045.677246
	Iteration 7F: 3 clusters Score -2.511376e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193126 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -25120028.000000 Penalty: 6045.677246
	Iteration 8Q: 3 clusters Score -2.512003e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195443 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -25121624.000000 Penalty: 6045.677246
	Iteration 9Q: 3 clusters Score -2.512162e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196039 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25122058.000000 Penalty: 6045.677246
	Iteration 10Q: 3 clusters Score -2.512206e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196209 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -25122212.000000 Penalty: 6045.677246
	Iteration 11Q: 3 clusters Score -2.512221e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25122270.000000 Penalty: 6045.677246
	Iteration 12Q: 3 clusters Score -2.512227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196307 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25122268.000000 Penalty: 6045.677246
	Iteration 13Q: 3 clusters Score -2.512227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196321 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25122296.000000 Penalty: 6045.677246
	Iteration 14Q: 3 clusters Score -2.51223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196330 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25122312.000000 Penalty: 6045.677246
	Iteration 15Q: 3 clusters Score -2.512231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196338 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25122340.000000 Penalty: 6045.677246
	Iteration 16Q: 3 clusters Score -2.512234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196345 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25122336.000000 Penalty: 6045.677246
	Iteration 17Q: 3 clusters Score -2.512234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25122340.000000 Penalty: 6045.677246
	Iteration 18Q: 3 clusters Score -2.512234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196347 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25122350.000000 Penalty: 6045.677246
	Iteration 19Q: 3 clusters Score -2.512235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196349 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25122364.000000 Penalty: 6045.677246
	Iteration 20F: 3 clusters Score -2.512236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196351 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25122360.000000 Penalty: 6045.677246
	Iteration 21Q: 3 clusters Score -2.512236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196351 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25122360.000000 Penalty: 6045.677246
	Iteration 22F: 3 clusters Score -2.512236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -552424.875000 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -552424.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -548231.062500 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -548231.1 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -549201.562500 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -549201.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -549409.437500 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -549409.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -549545.187500 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -549545.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -549655.375000 Penalty: 4163.596191
	Iteration 4Q: 3 clusters Score -549655.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -549734.875000 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -549734.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -549794.125000 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -549794.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -549856.687500 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -549856.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -549938.812500 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -549938.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -550018.000000 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -550018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -550109.562500 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -550109.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -550234.062500 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -550234.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -550362.062500 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -550362.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -550527.687500 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -550527.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -550693.500000 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -550693.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -550818.875000 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -550818.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -550957.562500 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -550957.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -551106.562500 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -551106.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -551281.312500 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -551281.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -551459.250000 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -551459.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -551670.750000 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -551670.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -551905.812500 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -551905.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -552011.312500 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -552011.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -552042.187500 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -552042.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -552058.312500 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -552058.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -552065.312500 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -552065.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -552074.250000 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -552074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552080.375000 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -552080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -552080.000000 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -552080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -552082.250000 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -552082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -552082.000000 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -552082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -552082.500000 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -552082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -552084.125000 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -552084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -552084.000000 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -552084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -552084.000000 Penalty: 4163.596191
	Iteration 34F: 3 clusters Score -552084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -108706.257812 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -108706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106795.515625 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -106795.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107480.304688 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -107480.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108232.531250 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -108232.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109002.281250 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -109002.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109438.648438 Penalty: 3450.918701
	Iteration 4F: 3 clusters Score -109438.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109737.640625 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -109737.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110114.710938 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -110114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110186.070312 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -110186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110221.390625 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -110221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110236.914062 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -110236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110239.445312 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -110239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110244.171875 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -110244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110251.179688 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -110251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110252.984375 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -110253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110264.515625 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -110264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110295.007812 Penalty: 3450.918701
	Iteration 15Q: 3 clusters Score -110295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110398.828125 Penalty: 3450.918701
	Iteration 16Q: 3 clusters Score -110398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110484.578125 Penalty: 3450.918701
	Iteration 17Q: 3 clusters Score -110484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110540.250000 Penalty: 3450.918701
	Iteration 18Q: 3 clusters Score -110540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110583.296875 Penalty: 3450.918701
	Iteration 19Q: 3 clusters Score -110583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110625.718750 Penalty: 3450.918701
	Iteration 20F: 3 clusters Score -110625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 161417 members 
Mstep: Class 3 contains 196588 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176358 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 84128 members 
Mstep: Class 14 contains 203659 members 
Mstep: Class 15 contains 52778 members 
Mstep: Class 16 contains 60832 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 442 members 
Entering Unmasked Estep 
Score: -149684496.000000 Penalty: 65918.976562
Splitting cluster 5 changes total score from -149684416.000000 to -149684496.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -925661.875000 Penalty: 2199.785156
	Iteration 0F: 2 clusters Score -925661.9 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 3537 members 
Entering Unmasked Estep 
Score: -919777.312500 Penalty: 4399.570312
	Iteration 0F: 3 clusters Score -919777.3 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -921325.937500 Penalty: 4399.570312
	Iteration 1F: 3 clusters Score -921325.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -921539.187500 Penalty: 4399.570312
	Iteration 2F: 3 clusters Score -921539.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -921684.500000 Penalty: 4399.570312
	Iteration 3Q: 3 clusters Score -921684.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -921787.000000 Penalty: 4399.570312
	Iteration 4Q: 3 clusters Score -921787 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -921862.125000 Penalty: 4399.570312
	Iteration 5Q: 3 clusters Score -921862.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -921927.625000 Penalty: 4399.570312
	Iteration 6Q: 3 clusters Score -921927.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -921982.375000 Penalty: 4399.570312
	Iteration 7Q: 3 clusters Score -921982.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -922045.375000 Penalty: 4399.570312
	Iteration 8Q: 3 clusters Score -922045.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -922113.125000 Penalty: 4399.570312
	Iteration 9Q: 3 clusters Score -922113.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -922190.000000 Penalty: 4399.570312
	Iteration 10Q: 3 clusters Score -922190 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -922263.687500 Penalty: 4399.570312
	Iteration 11Q: 3 clusters Score -922263.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -922358.187500 Penalty: 4399.570312
	Iteration 12Q: 3 clusters Score -922358.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -922460.750000 Penalty: 4399.570312
	Iteration 13Q: 3 clusters Score -922460.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -922557.875000 Penalty: 4399.570312
	Iteration 14Q: 3 clusters Score -922557.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -922674.250000 Penalty: 4399.570312
	Iteration 15Q: 3 clusters Score -922674.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -922819.937500 Penalty: 4399.570312
	Iteration 16Q: 3 clusters Score -922819.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -922959.312500 Penalty: 4399.570312
	Iteration 17Q: 3 clusters Score -922959.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -923096.125000 Penalty: 4399.570312
	Iteration 18Q: 3 clusters Score -923096.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -923198.687500 Penalty: 4399.570312
	Iteration 19Q: 3 clusters Score -923198.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -923295.500000 Penalty: 4399.570312
	Iteration 20F: 3 clusters Score -923295.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -923363.750000 Penalty: 4399.570312
	Iteration 21Q: 3 clusters Score -923363.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -923443.062500 Penalty: 4399.570312
	Iteration 22Q: 3 clusters Score -923443.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -923524.937500 Penalty: 4399.570312
	Iteration 23Q: 3 clusters Score -923524.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -923595.625000 Penalty: 4399.570312
	Iteration 24Q: 3 clusters Score -923595.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -923647.875000 Penalty: 4399.570312
	Iteration 25Q: 3 clusters Score -923647.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -923695.062500 Penalty: 4399.570312
	Iteration 26Q: 3 clusters Score -923695.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -923733.562500 Penalty: 4399.570312
	Iteration 27Q: 3 clusters Score -923733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -923752.750000 Penalty: 4399.570312
	Iteration 28Q: 3 clusters Score -923752.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -923765.312500 Penalty: 4399.570312
	Iteration 29Q: 3 clusters Score -923765.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -923775.312500 Penalty: 4399.570312
	Iteration 30Q: 3 clusters Score -923775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -923785.562500 Penalty: 4399.570312
	Iteration 31Q: 3 clusters Score -923785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -923786.750000 Penalty: 4399.570312
	Iteration 32Q: 3 clusters Score -923786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -923790.625000 Penalty: 4399.570312
	Iteration 33Q: 3 clusters Score -923790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -923797.000000 Penalty: 4399.570312
	Iteration 34Q: 3 clusters Score -923797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -923800.562500 Penalty: 4399.570312
	Iteration 35Q: 3 clusters Score -923800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -923803.250000 Penalty: 4399.570312
	Iteration 36Q: 3 clusters Score -923803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -923805.937500 Penalty: 4399.570312
	Iteration 37Q: 3 clusters Score -923805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -923807.750000 Penalty: 4399.570312
	Iteration 38Q: 3 clusters Score -923807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -923811.250000 Penalty: 4399.570312
	Iteration 39Q: 3 clusters Score -923811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -923813.937500 Penalty: 4399.570312
	Iteration 40F: 3 clusters Score -923813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -923814.562500 Penalty: 4399.570312
	Iteration 41Q: 3 clusters Score -923814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -923815.875000 Penalty: 4399.570312
	Iteration 42Q: 3 clusters Score -923815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -923819.437500 Penalty: 4399.570312
	Iteration 43Q: 3 clusters Score -923819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -923822.437500 Penalty: 4399.570312
	Iteration 44Q: 3 clusters Score -923822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -923826.437500 Penalty: 4399.570312
	Iteration 45Q: 3 clusters Score -923826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -923826.687500 Penalty: 4399.570312
	Iteration 46Q: 3 clusters Score -923826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -923830.000000 Penalty: 4399.570312
	Iteration 47Q: 3 clusters Score -923830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -923831.750000 Penalty: 4399.570312
	Iteration 48Q: 3 clusters Score -923831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -923834.125000 Penalty: 4399.570312
	Iteration 49Q: 3 clusters Score -923834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -923834.125000 Penalty: 4399.570312
	Iteration 50F: 3 clusters Score -923834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -23797.376953 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -23797.38 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 130 members 
Entering Unmasked Estep 
Score: -22692.751953 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -22692.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22903.636719 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -22903.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23056.111328 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -23056.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23292.535156 Penalty: 2754.267822
	Iteration 3F: 3 clusters Score -23292.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23370.759766 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -23370.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23433.734375 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -23433.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23493.710938 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -23493.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23582.964844 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -23582.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23760.988281 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -23760.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23777.658203 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -23777.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23801.074219 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -23801.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23816.689453 Penalty: 2754.267822
	Iteration 11Q: 3 clusters Score -23816.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23894.978516 Penalty: 2754.267822
	Iteration 12Q: 3 clusters Score -23894.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23924.742188 Penalty: 2754.267822
	Iteration 13Q: 3 clusters Score -23924.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23924.742188 Penalty: 2754.267822
	Iteration 14F: 3 clusters Score -23924.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 161417 members 
Mstep: Class 3 contains 196588 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176358 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 84128 members 
Mstep: Class 14 contains 203659 members 
Mstep: Class 15 contains 52778 members 
Mstep: Class 16 contains 60832 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 113 members 
Entering Unmasked Estep 
Score: -149682576.000000 Penalty: 69388.398438
Splitting cluster 7 changes total score from -149684416.000000 to -149682576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -218762.578125 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -218762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216288.421875 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -216288.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -216762.406250 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -216762.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -216903.421875 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -216903.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -216983.515625 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -216983.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217032.312500 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -217032.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217057.421875 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -217057.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217071.421875 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -217071.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217082.531250 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -217082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217088.140625 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -217088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217094.750000 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -217094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -217101.250000 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -217101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217102.468750 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -217102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217102.468750 Penalty: 3728.150879
	Iteration 12F: 3 clusters Score -217102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -82487.843750 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -82487.84 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 424 members 
Entering Unmasked Estep 
Score: -80880.195312 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -80880.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81685.070312 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -81685.07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82093.039062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -82093.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82383.757812 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -82383.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82606.531250 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -82606.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82807.507812 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -82807.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82920.703125 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -82920.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83057.460938 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -83057.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83328.382812 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -83328.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83669.992188 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -83669.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83873.187500 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -83873.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83907.507812 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -83907.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83917.382812 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -83917.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83921.218750 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -83921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83921.218750 Penalty: 3306.179199
	Iteration 14F: 3 clusters Score -83921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 161417 members 
Mstep: Class 3 contains 196588 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176358 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 84128 members 
Mstep: Class 14 contains 203659 members 
Mstep: Class 15 contains 52778 members 
Mstep: Class 16 contains 60832 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 327 members 
Entering Unmasked Estep 
Score: -149684112.000000 Penalty: 69388.398438
Splitting cluster 9 changes total score from -149684416.000000 to -149684112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75035.632812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75035.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73424.851562 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -73424.85 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73683.570312 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -73683.57 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73853.429688 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -73853.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73992.656250 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -73992.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74182.437500 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -74182.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74261.898438 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -74261.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74317.179688 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -74317.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74345.531250 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -74345.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74359.437500 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -74359.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -74361.539062 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -74361.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -74361.539062 Penalty: 3218.645508
	Iteration 10F: 3 clusters Score -74361.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176358 members 
Entering Unmasked Estep 
Score: -22557592.000000 Penalty: 2995.907471
	Iteration 0F: 2 clusters Score -2.255759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -22440650.000000 Penalty: 5991.814941
	Iteration 0F: 3 clusters Score -2.244065e+07 nChanged 84468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -22490962.000000 Penalty: 5991.814941
	Iteration 1F: 3 clusters Score -2.249096e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -22492240.000000 Penalty: 5991.814941
	Iteration 2Q: 3 clusters Score -2.249224e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 89284 members 
Entering Unmasked Estep 
Score: -22493762.000000 Penalty: 5991.814941
	Iteration 3Q: 3 clusters Score -2.249376e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -22496404.000000 Penalty: 5991.814941
	Iteration 4Q: 3 clusters Score -2.24964e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -22500646.000000 Penalty: 5991.814941
	Iteration 5Q: 3 clusters Score -2.250065e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -22507484.000000 Penalty: 5991.814941
	Iteration 6F: 3 clusters Score -2.250748e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -22517196.000000 Penalty: 5991.814941
	Iteration 7F: 3 clusters Score -2.25172e+07 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -22529344.000000 Penalty: 5991.814941
	Iteration 8F: 3 clusters Score -2.252934e+07 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -22538924.000000 Penalty: 5991.814941
	Iteration 9F: 3 clusters Score -2.253892e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112873 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -22543602.000000 Penalty: 5991.814941
	Iteration 10Q: 3 clusters Score -2.25436e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -22545404.000000 Penalty: 5991.814941
	Iteration 11Q: 3 clusters Score -2.25454e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -22546404.000000 Penalty: 5991.814941
	Iteration 12Q: 3 clusters Score -2.25464e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -22547232.000000 Penalty: 5991.814941
	Iteration 13Q: 3 clusters Score -2.254723e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122230 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -22547998.000000 Penalty: 5991.814941
	Iteration 14Q: 3 clusters Score -2.2548e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -22548648.000000 Penalty: 5991.814941
	Iteration 15Q: 3 clusters Score -2.254865e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126269 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -22549354.000000 Penalty: 5991.814941
	Iteration 16Q: 3 clusters Score -2.254935e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -22549868.000000 Penalty: 5991.814941
	Iteration 17Q: 3 clusters Score -2.254987e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130124 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -22550416.000000 Penalty: 5991.814941
	Iteration 18Q: 3 clusters Score -2.255042e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -22550844.000000 Penalty: 5991.814941
	Iteration 19Q: 3 clusters Score -2.255084e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133667 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -22551162.000000 Penalty: 5991.814941
	Iteration 20F: 3 clusters Score -2.255116e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -22551522.000000 Penalty: 5991.814941
	Iteration 21Q: 3 clusters Score -2.255152e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137049 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -22551758.000000 Penalty: 5991.814941
	Iteration 22Q: 3 clusters Score -2.255176e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -22552078.000000 Penalty: 5991.814941
	Iteration 23Q: 3 clusters Score -2.255208e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140235 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -22552394.000000 Penalty: 5991.814941
	Iteration 24Q: 3 clusters Score -2.255239e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141786 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -22552792.000000 Penalty: 5991.814941
	Iteration 25Q: 3 clusters Score -2.255279e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -22552998.000000 Penalty: 5991.814941
	Iteration 26Q: 3 clusters Score -2.2553e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144899 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -22553362.000000 Penalty: 5991.814941
	Iteration 27Q: 3 clusters Score -2.255336e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146372 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -22553708.000000 Penalty: 5991.814941
	Iteration 28Q: 3 clusters Score -2.255371e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -22553846.000000 Penalty: 5991.814941
	Iteration 29Q: 3 clusters Score -2.255385e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -22554056.000000 Penalty: 5991.814941
	Iteration 30Q: 3 clusters Score -2.255406e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -22554222.000000 Penalty: 5991.814941
	Iteration 31Q: 3 clusters Score -2.255422e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152084 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -22554340.000000 Penalty: 5991.814941
	Iteration 32Q: 3 clusters Score -2.255434e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153464 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -22554616.000000 Penalty: 5991.814941
	Iteration 33Q: 3 clusters Score -2.255462e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -22554964.000000 Penalty: 5991.814941
	Iteration 34Q: 3 clusters Score -2.255496e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -22555272.000000 Penalty: 5991.814941
	Iteration 35Q: 3 clusters Score -2.255527e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -22555618.000000 Penalty: 5991.814941
	Iteration 36Q: 3 clusters Score -2.255562e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -22555932.000000 Penalty: 5991.814941
	Iteration 37Q: 3 clusters Score -2.255593e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159403 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -22556146.000000 Penalty: 5991.814941
	Iteration 38Q: 3 clusters Score -2.255615e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160438 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -22556362.000000 Penalty: 5991.814941
	Iteration 39Q: 3 clusters Score -2.255636e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161407 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -22556582.000000 Penalty: 5991.814941
	Iteration 40F: 3 clusters Score -2.255658e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162355 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -22556884.000000 Penalty: 5991.814941
	Iteration 41Q: 3 clusters Score -2.255688e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163187 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -22557028.000000 Penalty: 5991.814941
	Iteration 42Q: 3 clusters Score -2.255703e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -22557116.000000 Penalty: 5991.814941
	Iteration 43Q: 3 clusters Score -2.255712e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -22557290.000000 Penalty: 5991.814941
	Iteration 44Q: 3 clusters Score -2.255729e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -22557394.000000 Penalty: 5991.814941
	Iteration 45Q: 3 clusters Score -2.255739e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -22557452.000000 Penalty: 5991.814941
	Iteration 46Q: 3 clusters Score -2.255745e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -22557498.000000 Penalty: 5991.814941
	Iteration 47Q: 3 clusters Score -2.25575e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167026 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -22557504.000000 Penalty: 5991.814941
	Iteration 48Q: 3 clusters Score -2.25575e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167536 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -22557560.000000 Penalty: 5991.814941
	Iteration 49Q: 3 clusters Score -2.255756e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -22557686.000000 Penalty: 5991.814941
	Iteration 50Q: 3 clusters Score -2.255769e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -22557646.000000 Penalty: 5991.814941
	Iteration 51Q: 3 clusters Score -2.255765e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -22557674.000000 Penalty: 5991.814941
	Iteration 52Q: 3 clusters Score -2.255767e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -22557654.000000 Penalty: 5991.814941
	Iteration 53Q: 3 clusters Score -2.255765e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -22557674.000000 Penalty: 5991.814941
	Iteration 54Q: 3 clusters Score -2.255767e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -22557708.000000 Penalty: 5991.814941
	Iteration 55Q: 3 clusters Score -2.255771e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170093 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22557776.000000 Penalty: 5991.814941
	Iteration 56Q: 3 clusters Score -2.255778e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170337 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -22557820.000000 Penalty: 5991.814941
	Iteration 57Q: 3 clusters Score -2.255782e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -22557776.000000 Penalty: 5991.814941
	Iteration 58Q: 3 clusters Score -2.255778e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -22557760.000000 Penalty: 5991.814941
	Iteration 59Q: 3 clusters Score -2.255776e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -22557722.000000 Penalty: 5991.814941
	Iteration 60F: 3 clusters Score -2.255772e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -22557696.000000 Penalty: 5991.814941
	Iteration 61Q: 3 clusters Score -2.25577e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -22557728.000000 Penalty: 5991.814941
	Iteration 62Q: 3 clusters Score -2.255773e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -22557732.000000 Penalty: 5991.814941
	Iteration 63Q: 3 clusters Score -2.255773e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -22557692.000000 Penalty: 5991.814941
	Iteration 64Q: 3 clusters Score -2.255769e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171347 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -22557688.000000 Penalty: 5991.814941
	Iteration 65Q: 3 clusters Score -2.255769e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -22557658.000000 Penalty: 5991.814941
	Iteration 66Q: 3 clusters Score -2.255766e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -22557636.000000 Penalty: 5991.814941
	Iteration 67Q: 3 clusters Score -2.255764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171557 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -22557632.000000 Penalty: 5991.814941
	Iteration 68Q: 3 clusters Score -2.255763e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171619 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -22557626.000000 Penalty: 5991.814941
	Iteration 69Q: 3 clusters Score -2.255763e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -22557600.000000 Penalty: 5991.814941
	Iteration 70Q: 3 clusters Score -2.25576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -22557566.000000 Penalty: 5991.814941
	Iteration 71Q: 3 clusters Score -2.255757e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171769 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -22557568.000000 Penalty: 5991.814941
	Iteration 72Q: 3 clusters Score -2.255757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -22557580.000000 Penalty: 5991.814941
	Iteration 73Q: 3 clusters Score -2.255758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22557580.000000 Penalty: 5991.814941
	Iteration 74Q: 3 clusters Score -2.255758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -22557568.000000 Penalty: 5991.814941
	Iteration 75Q: 3 clusters Score -2.255757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171890 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -22557566.000000 Penalty: 5991.814941
	Iteration 76Q: 3 clusters Score -2.255757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -22557578.000000 Penalty: 5991.814941
	Iteration 77Q: 3 clusters Score -2.255758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -22557546.000000 Penalty: 5991.814941
	Iteration 78Q: 3 clusters Score -2.255755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -22557558.000000 Penalty: 5991.814941
	Iteration 79Q: 3 clusters Score -2.255756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171957 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -22557556.000000 Penalty: 5991.814941
	Iteration 80F: 3 clusters Score -2.255756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -22557580.000000 Penalty: 5991.814941
	Iteration 81Q: 3 clusters Score -2.255758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -22557590.000000 Penalty: 5991.814941
	Iteration 82Q: 3 clusters Score -2.255759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -22557592.000000 Penalty: 5991.814941
	Iteration 83Q: 3 clusters Score -2.255759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171995 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -22557594.000000 Penalty: 5991.814941
	Iteration 84Q: 3 clusters Score -2.255759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172007 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -22557572.000000 Penalty: 5991.814941
	Iteration 85Q: 3 clusters Score -2.255757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -22557564.000000 Penalty: 5991.814941
	Iteration 86Q: 3 clusters Score -2.255756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172014 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -22557560.000000 Penalty: 5991.814941
	Iteration 87Q: 3 clusters Score -2.255756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172020 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -22557564.000000 Penalty: 5991.814941
	Iteration 88Q: 3 clusters Score -2.255756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172027 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -22557550.000000 Penalty: 5991.814941
	Iteration 89Q: 3 clusters Score -2.255755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -22557586.000000 Penalty: 5991.814941
	Iteration 90Q: 3 clusters Score -2.255759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172045 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -22557570.000000 Penalty: 5991.814941
	Iteration 91Q: 3 clusters Score -2.255757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172051 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -22557558.000000 Penalty: 5991.814941
	Iteration 92Q: 3 clusters Score -2.255756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172056 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -22557560.000000 Penalty: 5991.814941
	Iteration 93Q: 3 clusters Score -2.255756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172058 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -22557556.000000 Penalty: 5991.814941
	Iteration 94Q: 3 clusters Score -2.255756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -22557546.000000 Penalty: 5991.814941
	Iteration 95Q: 3 clusters Score -2.255755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172061 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -22557556.000000 Penalty: 5991.814941
	Iteration 96Q: 3 clusters Score -2.255756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -22557548.000000 Penalty: 5991.814941
	Iteration 97Q: 3 clusters Score -2.255755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172067 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -22557546.000000 Penalty: 5991.814941
	Iteration 98Q: 3 clusters Score -2.255755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172072 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -22557548.000000 Penalty: 5991.814941
	Iteration 99Q: 3 clusters Score -2.255755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -22557572.000000 Penalty: 5991.814941
	Iteration 100F: 3 clusters Score -2.255757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172084 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -22557582.000000 Penalty: 5991.814941
	Iteration 101Q: 3 clusters Score -2.255758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -22557574.000000 Penalty: 5991.814941
	Iteration 102Q: 3 clusters Score -2.255757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172091 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -22557564.000000 Penalty: 5991.814941
	Iteration 103Q: 3 clusters Score -2.255756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -22557562.000000 Penalty: 5991.814941
	Iteration 104Q: 3 clusters Score -2.255756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172096 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22557554.000000 Penalty: 5991.814941
	Iteration 105Q: 3 clusters Score -2.255755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172096 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22557554.000000 Penalty: 5991.814941
	Iteration 106F: 3 clusters Score -2.255755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Entering Unmasked Estep 
Score: -22664188.000000 Penalty: 2995.737061
	Iteration 0F: 2 clusters Score -2.266419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -22548312.000000 Penalty: 5991.474121
	Iteration 0F: 3 clusters Score -2.254831e+07 nChanged 84479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -22597892.000000 Penalty: 5991.474121
	Iteration 1F: 3 clusters Score -2.259789e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -22599580.000000 Penalty: 5991.474121
	Iteration 2Q: 3 clusters Score -2.259958e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -22602408.000000 Penalty: 5991.474121
	Iteration 3Q: 3 clusters Score -2.260241e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -22607248.000000 Penalty: 5991.474121
	Iteration 4F: 3 clusters Score -2.260725e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 122533 members 
Entering Unmasked Estep 
Score: -22615474.000000 Penalty: 5991.474121
	Iteration 5F: 3 clusters Score -2.261547e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 136152 members 
Entering Unmasked Estep 
Score: -22627108.000000 Penalty: 5991.474121
	Iteration 6F: 3 clusters Score -2.262711e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -22640306.000000 Penalty: 5991.474121
	Iteration 7F: 3 clusters Score -2.264031e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -22650562.000000 Penalty: 5991.474121
	Iteration 8F: 3 clusters Score -2.265056e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 167413 members 
Entering Unmasked Estep 
Score: -22656914.000000 Penalty: 5991.474121
	Iteration 9Q: 3 clusters Score -2.265691e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -22659948.000000 Penalty: 5991.474121
	Iteration 10Q: 3 clusters Score -2.265995e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -22661156.000000 Penalty: 5991.474121
	Iteration 11Q: 3 clusters Score -2.266116e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 173267 members 
Entering Unmasked Estep 
Score: -22661826.000000 Penalty: 5991.474121
	Iteration 12Q: 3 clusters Score -2.266183e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 173686 members 
Entering Unmasked Estep 
Score: -22662028.000000 Penalty: 5991.474121
	Iteration 13Q: 3 clusters Score -2.266203e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -22662196.000000 Penalty: 5991.474121
	Iteration 14Q: 3 clusters Score -2.26622e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -22662260.000000 Penalty: 5991.474121
	Iteration 15Q: 3 clusters Score -2.266226e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -22662300.000000 Penalty: 5991.474121
	Iteration 16Q: 3 clusters Score -2.26623e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -22662342.000000 Penalty: 5991.474121
	Iteration 17Q: 3 clusters Score -2.266234e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -22662372.000000 Penalty: 5991.474121
	Iteration 18Q: 3 clusters Score -2.266237e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 174519 members 
Entering Unmasked Estep 
Score: -22662374.000000 Penalty: 5991.474121
	Iteration 19Q: 3 clusters Score -2.266237e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -22662430.000000 Penalty: 5991.474121
	Iteration 20F: 3 clusters Score -2.266243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 174610 members 
Entering Unmasked Estep 
Score: -22662438.000000 Penalty: 5991.474121
	Iteration 21Q: 3 clusters Score -2.266244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -22662442.000000 Penalty: 5991.474121
	Iteration 22Q: 3 clusters Score -2.266244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 174668 members 
Entering Unmasked Estep 
Score: -22662464.000000 Penalty: 5991.474121
	Iteration 23Q: 3 clusters Score -2.266246e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -22662478.000000 Penalty: 5991.474121
	Iteration 24Q: 3 clusters Score -2.266248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 174715 members 
Entering Unmasked Estep 
Score: -22662482.000000 Penalty: 5991.474121
	Iteration 25Q: 3 clusters Score -2.266248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -22662500.000000 Penalty: 5991.474121
	Iteration 26Q: 3 clusters Score -2.26625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 174728 members 
Entering Unmasked Estep 
Score: -22662504.000000 Penalty: 5991.474121
	Iteration 27Q: 3 clusters Score -2.26625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 174741 members 
Entering Unmasked Estep 
Score: -22662516.000000 Penalty: 5991.474121
	Iteration 28Q: 3 clusters Score -2.266252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 174752 members 
Entering Unmasked Estep 
Score: -22662518.000000 Penalty: 5991.474121
	Iteration 29Q: 3 clusters Score -2.266252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -22662536.000000 Penalty: 5991.474121
	Iteration 30Q: 3 clusters Score -2.266254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -22662542.000000 Penalty: 5991.474121
	Iteration 31Q: 3 clusters Score -2.266254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 174780 members 
Entering Unmasked Estep 
Score: -22662522.000000 Penalty: 5991.474121
	Iteration 32Q: 3 clusters Score -2.266252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 174780 members 
Entering Unmasked Estep 
Score: -22662544.000000 Penalty: 5991.474121
	Iteration 33Q: 3 clusters Score -2.266254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -22662552.000000 Penalty: 5991.474121
	Iteration 34Q: 3 clusters Score -2.266255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 174790 members 
Entering Unmasked Estep 
Score: -22662546.000000 Penalty: 5991.474121
	Iteration 35Q: 3 clusters Score -2.266255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -22662560.000000 Penalty: 5991.474121
	Iteration 36Q: 3 clusters Score -2.266256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -22662554.000000 Penalty: 5991.474121
	Iteration 37Q: 3 clusters Score -2.266255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -22662554.000000 Penalty: 5991.474121
	Iteration 38F: 3 clusters Score -2.266255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (84128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Entering Unmasked Estep 
Score: -10515024.000000 Penalty: 2812.343506
	Iteration 0F: 2 clusters Score -1.051502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -10458573.000000 Penalty: 5624.687012
	Iteration 0F: 3 clusters Score -1.045857e+07 nChanged 39606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -10480815.000000 Penalty: 5624.687012
	Iteration 1F: 3 clusters Score -1.048082e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -10481295.000000 Penalty: 5624.687012
	Iteration 2Q: 3 clusters Score -1.04813e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -10481994.000000 Penalty: 5624.687012
	Iteration 3Q: 3 clusters Score -1.048199e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -10482899.000000 Penalty: 5624.687012
	Iteration 4Q: 3 clusters Score -1.04829e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -10484593.000000 Penalty: 5624.687012
	Iteration 5Q: 3 clusters Score -1.048459e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -10487788.000000 Penalty: 5624.687012
	Iteration 6F: 3 clusters Score -1.048779e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -10493341.000000 Penalty: 5624.687012
	Iteration 7F: 3 clusters Score -1.049334e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -10501087.000000 Penalty: 5624.687012
	Iteration 8F: 3 clusters Score -1.050109e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -10507969.000000 Penalty: 5624.687012
	Iteration 9F: 3 clusters Score -1.050797e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -10511176.000000 Penalty: 5624.687012
	Iteration 10Q: 3 clusters Score -1.051118e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -10512124.000000 Penalty: 5624.687012
	Iteration 11Q: 3 clusters Score -1.051212e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -10512405.000000 Penalty: 5624.687012
	Iteration 12Q: 3 clusters Score -1.05124e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -10512475.000000 Penalty: 5624.687012
	Iteration 13Q: 3 clusters Score -1.051248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10512493.000000 Penalty: 5624.687012
	Iteration 14Q: 3 clusters Score -1.051249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -10512507.000000 Penalty: 5624.687012
	Iteration 15Q: 3 clusters Score -1.051251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -10512521.000000 Penalty: 5624.687012
	Iteration 16Q: 3 clusters Score -1.051252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -10512521.000000 Penalty: 5624.687012
	Iteration 17Q: 3 clusters Score -1.051252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -10512525.000000 Penalty: 5624.687012
	Iteration 18Q: 3 clusters Score -1.051252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -10512540.000000 Penalty: 5624.687012
	Iteration 19Q: 3 clusters Score -1.051254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10512544.000000 Penalty: 5624.687012
	Iteration 20F: 3 clusters Score -1.051254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10512547.000000 Penalty: 5624.687012
	Iteration 21Q: 3 clusters Score -1.051255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -10512550.000000 Penalty: 5624.687012
	Iteration 22Q: 3 clusters Score -1.051255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10512557.000000 Penalty: 5624.687012
	Iteration 23Q: 3 clusters Score -1.051256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10512557.000000 Penalty: 5624.687012
	Iteration 24F: 3 clusters Score -1.051256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203659 members 
Entering Unmasked Estep 
Score: -26224942.000000 Penalty: 3031.602051
	Iteration 0F: 2 clusters Score -2.622494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -26094844.000000 Penalty: 6063.204102
	Iteration 0F: 3 clusters Score -2.609484e+07 nChanged 97963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 98881 members 
Entering Unmasked Estep 
Score: -26151946.000000 Penalty: 6063.204102
	Iteration 1F: 3 clusters Score -2.615195e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -26152760.000000 Penalty: 6063.204102
	Iteration 2Q: 3 clusters Score -2.615276e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -26153852.000000 Penalty: 6063.204102
	Iteration 3Q: 3 clusters Score -2.615385e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -26155334.000000 Penalty: 6063.204102
	Iteration 4Q: 3 clusters Score -2.615533e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117897 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -26158000.000000 Penalty: 6063.204102
	Iteration 5Q: 3 clusters Score -2.6158e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126050 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -26162762.000000 Penalty: 6063.204102
	Iteration 6Q: 3 clusters Score -2.616276e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137374 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -26170152.000000 Penalty: 6063.204102
	Iteration 7F: 3 clusters Score -2.617015e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151853 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -26181296.000000 Penalty: 6063.204102
	Iteration 8F: 3 clusters Score -2.61813e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168190 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -26195554.000000 Penalty: 6063.204102
	Iteration 9F: 3 clusters Score -2.619555e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182954 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -26207824.000000 Penalty: 6063.204102
	Iteration 10F: 3 clusters Score -2.620782e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193681 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -26216092.000000 Penalty: 6063.204102
	Iteration 11F: 3 clusters Score -2.621609e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199618 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -26220046.000000 Penalty: 6063.204102
	Iteration 12Q: 3 clusters Score -2.622005e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202102 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -26221326.000000 Penalty: 6063.204102
	Iteration 13Q: 3 clusters Score -2.622133e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202944 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -26221872.000000 Penalty: 6063.204102
	Iteration 14Q: 3 clusters Score -2.622187e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203198 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -26222104.000000 Penalty: 6063.204102
	Iteration 15Q: 3 clusters Score -2.62221e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203293 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26222220.000000 Penalty: 6063.204102
	Iteration 16Q: 3 clusters Score -2.622222e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -26222280.000000 Penalty: 6063.204102
	Iteration 17Q: 3 clusters Score -2.622228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203363 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26222292.000000 Penalty: 6063.204102
	Iteration 18Q: 3 clusters Score -2.622229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26222338.000000 Penalty: 6063.204102
	Iteration 19Q: 3 clusters Score -2.622234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26222348.000000 Penalty: 6063.204102
	Iteration 20F: 3 clusters Score -2.622235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26222356.000000 Penalty: 6063.204102
	Iteration 21Q: 3 clusters Score -2.622236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26222364.000000 Penalty: 6063.204102
	Iteration 22Q: 3 clusters Score -2.622236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26222378.000000 Penalty: 6063.204102
	Iteration 23Q: 3 clusters Score -2.622238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203389 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26222368.000000 Penalty: 6063.204102
	Iteration 24Q: 3 clusters Score -2.622237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26222372.000000 Penalty: 6063.204102
	Iteration 25Q: 3 clusters Score -2.622237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203394 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26222368.000000 Penalty: 6063.204102
	Iteration 26Q: 3 clusters Score -2.622237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203398 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26222386.000000 Penalty: 6063.204102
	Iteration 27Q: 3 clusters Score -2.622239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203399 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26222376.000000 Penalty: 6063.204102
	Iteration 28Q: 3 clusters Score -2.622238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203399 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26222376.000000 Penalty: 6063.204102
	Iteration 29F: 3 clusters Score -2.622238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Entering Unmasked Estep 
Score: -6791773.500000 Penalty: 2696.714844
	Iteration 0F: 2 clusters Score -6791774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -6756171.500000 Penalty: 5393.429688
	Iteration 0F: 3 clusters Score -6756172 nChanged 24469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6769903.500000 Penalty: 5393.429688
	Iteration 1F: 3 clusters Score -6769904 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -6770604.500000 Penalty: 5393.429688
	Iteration 2Q: 3 clusters Score -6770604 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -6771439.000000 Penalty: 5393.429688
	Iteration 3Q: 3 clusters Score -6771439 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -6772604.000000 Penalty: 5393.429688
	Iteration 4Q: 3 clusters Score -6772604 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -6774115.500000 Penalty: 5393.429688
	Iteration 5F: 3 clusters Score -6774116 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -6776337.000000 Penalty: 5393.429688
	Iteration 6F: 3 clusters Score -6776337 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6779438.500000 Penalty: 5393.429688
	Iteration 7F: 3 clusters Score -6779438 nChanged 3590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6782677 nChanged 2887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6784822 nChanged 1771
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6785658 nChanged 1036
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6786075 nChanged 788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6786360 nChanged 653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6786554 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6786756 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6786914 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6787133 nChanged 594
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Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6787326 nChanged 542
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Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6787480 nChanged 513
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Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6787630 nChanged 484
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Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6787814 nChanged 476
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Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6787938 nChanged 486
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Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6788093 nChanged 437
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Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6788209 nChanged 416
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Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6788305 nChanged 381
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Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6788385 nChanged 353
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Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6788480 nChanged 347
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Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6788592 nChanged 344
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Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6788690 nChanged 311
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Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6788788 nChanged 293
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Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6788856 nChanged 274
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Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6788926 nChanged 268
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Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6788959 nChanged 246
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Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6789047 nChanged 220
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Mstep: Class 1 contains 47999 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6789129 nChanged 218
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Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6789194 nChanged 205
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Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6789230 nChanged 184
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Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6789278 nChanged 185
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Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6789339 nChanged 145
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Mstep: Class 1 contains 48934 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6789376 nChanged 128
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Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6789413 nChanged 118
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Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49278 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6789451 nChanged 88
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Mstep: Class 1 contains 49366 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6789468 nChanged 79
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Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6789492 nChanged 66
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Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6789491 nChanged 65
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Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6789488 nChanged 58
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Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6789506 nChanged 53
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Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6789503 nChanged 56
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Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6789512 nChanged 65
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6789524 nChanged 71
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Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6789532 nChanged 70
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Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6789541 nChanged 56
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Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6789564 nChanged 76
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Mstep: Class 1 contains 50079 members 
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	Iteration 54Q: 3 clusters Score -6789589 nChanged 73
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Mstep: Class 1 contains 50152 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6789618 nChanged 79
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Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6789634 nChanged 57
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Mstep: Class 1 contains 50288 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6789654 nChanged 50
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Mstep: Class 1 contains 50338 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6789668 nChanged 46
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Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6789676 nChanged 40
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Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6789673 nChanged 35
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Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6789676 nChanged 26
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Mstep: Class 1 contains 50483 members 
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	Iteration 62Q: 3 clusters Score -6789690 nChanged 17
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Mstep: Class 1 contains 50500 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6789686 nChanged 24
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6789693 nChanged 20
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Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6789706 nChanged 18
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Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6789699.500000 Penalty: 5393.429688
	Iteration 66Q: 3 clusters Score -6789700 nChanged 10
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Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 2206 members 
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	Iteration 67Q: 3 clusters Score -6789707 nChanged 12
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Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6789702 nChanged 11
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Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6789703 nChanged 8
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Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6789700 nChanged 10
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Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6789706 nChanged 8
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Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6789705 nChanged 8
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Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6789706 nChanged 8
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Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6789702 nChanged 8
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Mstep: Class 1 contains 50645 members 
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Entering Unmasked Estep 
Score: -6789715.000000 Penalty: 5393.429688
	Iteration 75Q: 3 clusters Score -6789715 nChanged 7
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Mstep: Class 1 contains 50652 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6789717 nChanged 9
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Mstep: Class 1 contains 50661 members 
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	Iteration 77Q: 3 clusters Score -6789718 nChanged 8
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Mstep: Class 1 contains 50669 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6789724 nChanged 4
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6789723 nChanged 6
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Mstep: Class 1 contains 50679 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6789726 nChanged 7
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Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6789718 nChanged 13
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Mstep: Class 1 contains 50699 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6789738 nChanged 11
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6789723 nChanged 13
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Mstep: Class 1 contains 50719 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6789734 nChanged 10
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Mstep: Class 1 contains 50729 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6789730 nChanged 9
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	Iteration 86Q: 3 clusters Score -6789737 nChanged 6
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	Iteration 87Q: 3 clusters Score -6789735 nChanged 6
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Mstep: Class 1 contains 50750 members 
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	Iteration 88Q: 3 clusters Score -6789734 nChanged 7
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Entering Unmasked Estep 
Score: -6789739.500000 Penalty: 5393.429688
	Iteration 89Q: 3 clusters Score -6789740 nChanged 5
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6789738 nChanged 4
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Mstep: Class 1 contains 50766 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6789742 nChanged 3
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	Iteration 92Q: 3 clusters Score -6789740 nChanged 5
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6789747 nChanged 11
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Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6789756.500000 Penalty: 5393.429688
	Iteration 94Q: 3 clusters Score -6789756 nChanged 7
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	Iteration 95Q: 3 clusters Score -6789755 nChanged 10
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Mstep: Class 2 contains 1978 members 
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	Iteration 96Q: 3 clusters Score -6789753 nChanged 9
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Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6789757 nChanged 9
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Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6789769 nChanged 7
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Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6789764 nChanged 8
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Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6789758 nChanged 12
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Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6789746.000000 Penalty: 5393.429688
	Iteration 101Q: 3 clusters Score -6789746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6789741.000000 Penalty: 5393.429688
	Iteration 102Q: 3 clusters Score -6789741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6789749.500000 Penalty: 5393.429688
	Iteration 103Q: 3 clusters Score -6789750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6789748.500000 Penalty: 5393.429688
	Iteration 104Q: 3 clusters Score -6789748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6789747.500000 Penalty: 5393.429688
	Iteration 105Q: 3 clusters Score -6789748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6789751.500000 Penalty: 5393.429688
	Iteration 106Q: 3 clusters Score -6789752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6789746.500000 Penalty: 5393.429688
	Iteration 107Q: 3 clusters Score -6789746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6789750.000000 Penalty: 5393.429688
	Iteration 108Q: 3 clusters Score -6789750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6789747.500000 Penalty: 5393.429688
	Iteration 109Q: 3 clusters Score -6789748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6789748.000000 Penalty: 5393.429688
	Iteration 110Q: 3 clusters Score -6789748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6789749.000000 Penalty: 5393.429688
	Iteration 111Q: 3 clusters Score -6789749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6789744.500000 Penalty: 5393.429688
	Iteration 112Q: 3 clusters Score -6789744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6789746.000000 Penalty: 5393.429688
	Iteration 113Q: 3 clusters Score -6789746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6789748.500000 Penalty: 5393.429688
	Iteration 114Q: 3 clusters Score -6789748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6789752.500000 Penalty: 5393.429688
	Iteration 115Q: 3 clusters Score -6789752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6789755.500000 Penalty: 5393.429688
	Iteration 116Q: 3 clusters Score -6789756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6789757.000000 Penalty: 5393.429688
	Iteration 117Q: 3 clusters Score -6789757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6789759.500000 Penalty: 5393.429688
	Iteration 118Q: 3 clusters Score -6789760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6789755.000000 Penalty: 5393.429688
	Iteration 119Q: 3 clusters Score -6789755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6789755.000000 Penalty: 5393.429688
	Iteration 120F: 3 clusters Score -6789755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6789760.000000 Penalty: 5393.429688
	Iteration 121Q: 3 clusters Score -6789760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6789760.000000 Penalty: 5393.429688
	Iteration 122F: 3 clusters Score -6789760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Entering Unmasked Estep 
Score: -7885968.500000 Penalty: 2731.936035
	Iteration 0F: 2 clusters Score -7885968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -7845118.000000 Penalty: 5463.872070
	Iteration 0F: 3 clusters Score -7845118 nChanged 28323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -7861016.500000 Penalty: 5463.872070
	Iteration 1F: 3 clusters Score -7861016 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7861876.500000 Penalty: 5463.872070
	Iteration 2Q: 3 clusters Score -7861876 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7863242.500000 Penalty: 5463.872070
	Iteration 3Q: 3 clusters Score -7863242 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -7865385.500000 Penalty: 5463.872070
	Iteration 4F: 3 clusters Score -7865386 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -7868904.500000 Penalty: 5463.872070
	Iteration 5F: 3 clusters Score -7868904 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -7873740.500000 Penalty: 5463.872070
	Iteration 6F: 3 clusters Score -7873740 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -7878700.500000 Penalty: 5463.872070
	Iteration 7F: 3 clusters Score -7878700 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -7881845.500000 Penalty: 5463.872070
	Iteration 8F: 3 clusters Score -7881846 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -7882942.500000 Penalty: 5463.872070
	Iteration 9Q: 3 clusters Score -7882942 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7883316.000000 Penalty: 5463.872070
	Iteration 10Q: 3 clusters Score -7883316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7883430.000000 Penalty: 5463.872070
	Iteration 11Q: 3 clusters Score -7883430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -7883480.000000 Penalty: 5463.872070
	Iteration 12Q: 3 clusters Score -7883480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -7883502.000000 Penalty: 5463.872070
	Iteration 13Q: 3 clusters Score -7883502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -7883502.000000 Penalty: 5463.872070
	Iteration 14Q: 3 clusters Score -7883502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7883511.500000 Penalty: 5463.872070
	Iteration 15Q: 3 clusters Score -7883512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7883516.000000 Penalty: 5463.872070
	Iteration 16Q: 3 clusters Score -7883516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -7883522.500000 Penalty: 5463.872070
	Iteration 17Q: 3 clusters Score -7883522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -7883533.500000 Penalty: 5463.872070
	Iteration 18Q: 3 clusters Score -7883534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -7883537.500000 Penalty: 5463.872070
	Iteration 19Q: 3 clusters Score -7883538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -7883544.500000 Penalty: 5463.872070
	Iteration 20F: 3 clusters Score -7883544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7883548.500000 Penalty: 5463.872070
	Iteration 21Q: 3 clusters Score -7883548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7883554.500000 Penalty: 5463.872070
	Iteration 22Q: 3 clusters Score -7883554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7883554.500000 Penalty: 5463.872070
	Iteration 23F: 3 clusters Score -7883554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Entering Unmasked Estep 
Score: -1003630.937500 Penalty: 2234.464111
	Iteration 0F: 2 clusters Score -1003631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -997085.187500 Penalty: 4468.928223
	Iteration 0F: 3 clusters Score -997085.2 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -999045.312500 Penalty: 4468.928223
	Iteration 1F: 3 clusters Score -999045.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -999563.625000 Penalty: 4468.928223
	Iteration 2F: 3 clusters Score -999563.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1000058.687500 Penalty: 4468.928223
	Iteration 3F: 3 clusters Score -1000059 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1000488.625000 Penalty: 4468.928223
	Iteration 4F: 3 clusters Score -1000489 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1000843.625000 Penalty: 4468.928223
	Iteration 5F: 3 clusters Score -1000844 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1001108.875000 Penalty: 4468.928223
	Iteration 6F: 3 clusters Score -1001109 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1001302.937500 Penalty: 4468.928223
	Iteration 7Q: 3 clusters Score -1001303 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1001444.625000 Penalty: 4468.928223
	Iteration 8Q: 3 clusters Score -1001445 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1001554.437500 Penalty: 4468.928223
	Iteration 9Q: 3 clusters Score -1001554 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1001625.250000 Penalty: 4468.928223
	Iteration 10Q: 3 clusters Score -1001625 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1001673.437500 Penalty: 4468.928223
	Iteration 11Q: 3 clusters Score -1001673 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1001714.375000 Penalty: 4468.928223
	Iteration 12Q: 3 clusters Score -1001714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1001764.187500 Penalty: 4468.928223
	Iteration 13Q: 3 clusters Score -1001764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1001801.500000 Penalty: 4468.928223
	Iteration 14Q: 3 clusters Score -1001802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1001827.312500 Penalty: 4468.928223
	Iteration 15Q: 3 clusters Score -1001827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1001858.937500 Penalty: 4468.928223
	Iteration 16Q: 3 clusters Score -1001859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1001885.687500 Penalty: 4468.928223
	Iteration 17Q: 3 clusters Score -1001886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1001906.125000 Penalty: 4468.928223
	Iteration 18Q: 3 clusters Score -1001906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1001928.500000 Penalty: 4468.928223
	Iteration 19Q: 3 clusters Score -1001928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1001952.125000 Penalty: 4468.928223
	Iteration 20F: 3 clusters Score -1001952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1001971.812500 Penalty: 4468.928223
	Iteration 21Q: 3 clusters Score -1001972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1001997.125000 Penalty: 4468.928223
	Iteration 22Q: 3 clusters Score -1001997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1002022.937500 Penalty: 4468.928223
	Iteration 23Q: 3 clusters Score -1002023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1002051.312500 Penalty: 4468.928223
	Iteration 24Q: 3 clusters Score -1002051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1002077.937500 Penalty: 4468.928223
	Iteration 25Q: 3 clusters Score -1002078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1002102.750000 Penalty: 4468.928223
	Iteration 26Q: 3 clusters Score -1002103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1002122.062500 Penalty: 4468.928223
	Iteration 27Q: 3 clusters Score -1002122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1002138.000000 Penalty: 4468.928223
	Iteration 28Q: 3 clusters Score -1002138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1002155.062500 Penalty: 4468.928223
	Iteration 29Q: 3 clusters Score -1002155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1002170.687500 Penalty: 4468.928223
	Iteration 30Q: 3 clusters Score -1002171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1002186.250000 Penalty: 4468.928223
	Iteration 31Q: 3 clusters Score -1002186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1002202.437500 Penalty: 4468.928223
	Iteration 32Q: 3 clusters Score -1002202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1002218.437500 Penalty: 4468.928223
	Iteration 33Q: 3 clusters Score -1002218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1002233.000000 Penalty: 4468.928223
	Iteration 34Q: 3 clusters Score -1002233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1002245.750000 Penalty: 4468.928223
	Iteration 35Q: 3 clusters Score -1002246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1002254.750000 Penalty: 4468.928223
	Iteration 36Q: 3 clusters Score -1002255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1002261.312500 Penalty: 4468.928223
	Iteration 37Q: 3 clusters Score -1002261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1002266.062500 Penalty: 4468.928223
	Iteration 38Q: 3 clusters Score -1002266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1002273.937500 Penalty: 4468.928223
	Iteration 39Q: 3 clusters Score -1002274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1002281.937500 Penalty: 4468.928223
	Iteration 40F: 3 clusters Score -1002282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1002284.687500 Penalty: 4468.928223
	Iteration 41Q: 3 clusters Score -1002285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1002287.250000 Penalty: 4468.928223
	Iteration 42Q: 3 clusters Score -1002287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1002293.437500 Penalty: 4468.928223
	Iteration 43Q: 3 clusters Score -1002293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1002295.562500 Penalty: 4468.928223
	Iteration 44Q: 3 clusters Score -1002296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1002299.375000 Penalty: 4468.928223
	Iteration 45Q: 3 clusters Score -1002299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1002305.437500 Penalty: 4468.928223
	Iteration 46Q: 3 clusters Score -1002305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1002310.312500 Penalty: 4468.928223
	Iteration 47Q: 3 clusters Score -1002310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1002316.312500 Penalty: 4468.928223
	Iteration 48Q: 3 clusters Score -1002316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1002324.375000 Penalty: 4468.928223
	Iteration 49Q: 3 clusters Score -1002324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1002333.312500 Penalty: 4468.928223
	Iteration 50Q: 3 clusters Score -1002333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1002337.375000 Penalty: 4468.928223
	Iteration 51Q: 3 clusters Score -1002337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1002341.500000 Penalty: 4468.928223
	Iteration 52Q: 3 clusters Score -1002342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1002343.937500 Penalty: 4468.928223
	Iteration 53Q: 3 clusters Score -1002344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1002342.687500 Penalty: 4468.928223
	Iteration 54Q: 3 clusters Score -1002343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1002344.562500 Penalty: 4468.928223
	Iteration 55Q: 3 clusters Score -1002345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1002345.625000 Penalty: 4468.928223
	Iteration 56Q: 3 clusters Score -1002346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1002346.437500 Penalty: 4468.928223
	Iteration 57Q: 3 clusters Score -1002346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1002347.812500 Penalty: 4468.928223
	Iteration 58Q: 3 clusters Score -1002348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1002348.750000 Penalty: 4468.928223
	Iteration 59Q: 3 clusters Score -1002349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1002346.875000 Penalty: 4468.928223
	Iteration 60F: 3 clusters Score -1002347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1002347.312500 Penalty: 4468.928223
	Iteration 61Q: 3 clusters Score -1002347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1002347.312500 Penalty: 4468.928223
	Iteration 62F: 3 clusters Score -1002347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -47970.433594 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -47970.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46512.214844 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -46512.21 nChanged 92
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: -46865.976562 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -46865.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47080.492188 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -47080.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47339.003906 Penalty: 3058.047119
	Iteration 3F: 3 clusters Score -47339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47634.757812 Penalty: 3058.047119
	Iteration 4F: 3 clusters Score -47634.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48412.957031 Penalty: 3058.047119
	Iteration 5F: 3 clusters Score -48412.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49215.234375 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -49215.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49396.316406 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -49396.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49486.578125 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -49486.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49948.515625 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -49948.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49948.515625 Penalty: 3058.047119
	Iteration 10F: 3 clusters Score -49948.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 161417 members 
Mstep: Class 3 contains 196588 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176358 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 84128 members 
Mstep: Class 14 contains 203659 members 
Mstep: Class 15 contains 52778 members 
Mstep: Class 16 contains 60832 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 168 members 
Entering Unmasked Estep 
Score: -149684512.000000 Penalty: 69388.398438
Splitting cluster 18 changes total score from -149684416.000000 to -149684512.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 161417 members 
Mstep: Class 3 contains 196588 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 609 members 
Mstep: Class 6 contains 7116 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176358 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 84128 members 
Mstep: Class 14 contains 203659 members 
Mstep: Class 15 contains 52778 members 
Mstep: Class 16 contains 60832 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 18 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684560.000000 Penalty: 69388.398438
Iteration 119Q: 21 clusters Score -1.496846e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 161115 members 
Mstep: Class 3 contains 196607 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 7125 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176431 members 
Mstep: Class 12 contains 176306 members 
Mstep: Class 13 contains 84085 members 
Mstep: Class 14 contains 203767 members 
Mstep: Class 15 contains 52766 members 
Mstep: Class 16 contains 60821 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 321 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684400.000000 Penalty: 69388.398438
Iteration 120F: 21 clusters Score -1.496844e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 160830 members 
Mstep: Class 3 contains 196579 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 7130 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176536 members 
Mstep: Class 12 contains 176365 members 
Mstep: Class 13 contains 84040 members 
Mstep: Class 14 contains 203895 members 
Mstep: Class 15 contains 52744 members 
Mstep: Class 16 contains 60825 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 332 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 69388.398438
Iteration 121Q: 21 clusters Score -1.496849e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 160567 members 
Mstep: Class 3 contains 196507 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 7142 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176597 members 
Mstep: Class 12 contains 176445 members 
Mstep: Class 13 contains 84030 members 
Mstep: Class 14 contains 204001 members 
Mstep: Class 15 contains 52731 members 
Mstep: Class 16 contains 60835 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 69388.398438
Iteration 122Q: 21 clusters Score -1.496848e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 160314 members 
Mstep: Class 3 contains 196444 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 256 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176711 members 
Mstep: Class 12 contains 176511 members 
Mstep: Class 13 contains 84004 members 
Mstep: Class 14 contains 204059 members 
Mstep: Class 15 contains 52728 members 
Mstep: Class 16 contains 60839 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684720.000000 Penalty: 69388.398438
Iteration 123Q: 21 clusters Score -1.496847e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 160050 members 
Mstep: Class 3 contains 196370 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176784 members 
Mstep: Class 12 contains 176575 members 
Mstep: Class 13 contains 83958 members 
Mstep: Class 14 contains 204209 members 
Mstep: Class 15 contains 52710 members 
Mstep: Class 16 contains 60863 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 69388.398438
Iteration 124Q: 21 clusters Score -1.496848e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 159769 members 
Mstep: Class 3 contains 196309 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 7158 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176824 members 
Mstep: Class 12 contains 176639 members 
Mstep: Class 13 contains 83918 members 
Mstep: Class 14 contains 204384 members 
Mstep: Class 15 contains 52702 members 
Mstep: Class 16 contains 60889 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 392 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685104.000000 Penalty: 69388.398438
Iteration 125Q: 21 clusters Score -1.496851e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 159461 members 
Mstep: Class 3 contains 196245 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 7163 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 694 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 176901 members 
Mstep: Class 12 contains 176675 members 
Mstep: Class 13 contains 83874 members 
Mstep: Class 14 contains 204587 members 
Mstep: Class 15 contains 52714 members 
Mstep: Class 16 contains 60906 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 399 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 69388.398438
Iteration 126Q: 21 clusters Score -1.49685e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 159100 members 
Mstep: Class 3 contains 196257 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7162 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177009 members 
Mstep: Class 12 contains 176690 members 
Mstep: Class 13 contains 83818 members 
Mstep: Class 14 contains 204754 members 
Mstep: Class 15 contains 52720 members 
Mstep: Class 16 contains 60937 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 69388.398438
Iteration 127Q: 21 clusters Score -1.496849e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 158769 members 
Mstep: Class 3 contains 196310 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7165 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 686 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177079 members 
Mstep: Class 12 contains 176696 members 
Mstep: Class 13 contains 83760 members 
Mstep: Class 14 contains 204887 members 
Mstep: Class 15 contains 52728 members 
Mstep: Class 16 contains 60972 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 69388.398438
Iteration 128Q: 21 clusters Score -1.496847e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 158499 members 
Mstep: Class 3 contains 196329 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7167 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177104 members 
Mstep: Class 12 contains 176695 members 
Mstep: Class 13 contains 83698 members 
Mstep: Class 14 contains 205065 members 
Mstep: Class 15 contains 52723 members 
Mstep: Class 16 contains 60996 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 69388.398438
Iteration 129Q: 21 clusters Score -1.496845e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 158223 members 
Mstep: Class 3 contains 196326 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7175 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 679 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177166 members 
Mstep: Class 12 contains 176689 members 
Mstep: Class 13 contains 83643 members 
Mstep: Class 14 contains 205225 members 
Mstep: Class 15 contains 52728 members 
Mstep: Class 16 contains 61025 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 69388.398438
Iteration 130Q: 21 clusters Score -1.496844e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 157989 members 
Mstep: Class 3 contains 196355 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7183 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177203 members 
Mstep: Class 12 contains 176689 members 
Mstep: Class 13 contains 83592 members 
Mstep: Class 14 contains 205363 members 
Mstep: Class 15 contains 52735 members 
Mstep: Class 16 contains 61038 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 69388.398438
Iteration 131Q: 21 clusters Score -1.496845e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 157751 members 
Mstep: Class 3 contains 196385 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7196 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177235 members 
Mstep: Class 12 contains 176727 members 
Mstep: Class 13 contains 83519 members 
Mstep: Class 14 contains 205477 members 
Mstep: Class 15 contains 52750 members 
Mstep: Class 16 contains 61046 members 
Mstep: Class 17 contains 8173 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684128.000000 Penalty: 69388.398438
Iteration 132Q: 21 clusters Score -1.496841e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 157531 members 
Mstep: Class 3 contains 196433 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7210 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177222 members 
Mstep: Class 12 contains 176754 members 
Mstep: Class 13 contains 83471 members 
Mstep: Class 14 contains 205592 members 
Mstep: Class 15 contains 52756 members 
Mstep: Class 16 contains 61056 members 
Mstep: Class 17 contains 8168 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684272.000000 Penalty: 69388.398438
Iteration 133Q: 21 clusters Score -1.496843e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 157313 members 
Mstep: Class 3 contains 196493 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7225 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177196 members 
Mstep: Class 12 contains 176810 members 
Mstep: Class 13 contains 83405 members 
Mstep: Class 14 contains 205672 members 
Mstep: Class 15 contains 52745 members 
Mstep: Class 16 contains 61090 members 
Mstep: Class 17 contains 8167 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684176.000000 Penalty: 69388.398438
Iteration 134Q: 21 clusters Score -1.496842e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 157103 members 
Mstep: Class 3 contains 196540 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7236 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177191 members 
Mstep: Class 12 contains 176866 members 
Mstep: Class 13 contains 83357 members 
Mstep: Class 14 contains 205739 members 
Mstep: Class 15 contains 52742 members 
Mstep: Class 16 contains 61110 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683712.000000 Penalty: 69388.398438
Iteration 135Q: 21 clusters Score -1.496837e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 156930 members 
Mstep: Class 3 contains 196618 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7246 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177197 members 
Mstep: Class 12 contains 176916 members 
Mstep: Class 13 contains 83301 members 
Mstep: Class 14 contains 205794 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 61108 members 
Mstep: Class 17 contains 8163 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 69388.398438
Iteration 136Q: 21 clusters Score -1.496838e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 156783 members 
Mstep: Class 3 contains 196686 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7256 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177206 members 
Mstep: Class 12 contains 176958 members 
Mstep: Class 13 contains 83242 members 
Mstep: Class 14 contains 205821 members 
Mstep: Class 15 contains 52733 members 
Mstep: Class 16 contains 61120 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683712.000000 Penalty: 69388.398438
Iteration 137Q: 21 clusters Score -1.496837e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 156612 members 
Mstep: Class 3 contains 196725 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7278 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177224 members 
Mstep: Class 12 contains 177019 members 
Mstep: Class 13 contains 83194 members 
Mstep: Class 14 contains 205877 members 
Mstep: Class 15 contains 52727 members 
Mstep: Class 16 contains 61132 members 
Mstep: Class 17 contains 8159 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 69388.398438
Iteration 138Q: 21 clusters Score -1.496836e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 156404 members 
Mstep: Class 3 contains 196734 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7301 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177238 members 
Mstep: Class 12 contains 177090 members 
Mstep: Class 13 contains 83155 members 
Mstep: Class 14 contains 205956 members 
Mstep: Class 15 contains 52735 members 
Mstep: Class 16 contains 61160 members 
Mstep: Class 17 contains 8156 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683408.000000 Penalty: 69388.398438
Iteration 139Q: 21 clusters Score -1.496834e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 156173 members 
Mstep: Class 3 contains 196729 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7314 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177268 members 
Mstep: Class 12 contains 177149 members 
Mstep: Class 13 contains 83113 members 
Mstep: Class 14 contains 206021 members 
Mstep: Class 15 contains 52760 members 
Mstep: Class 16 contains 61220 members 
Mstep: Class 17 contains 8154 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 69388.398438
Iteration 140F: 21 clusters Score -1.496836e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 155943 members 
Mstep: Class 3 contains 196753 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7333 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 673 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177289 members 
Mstep: Class 12 contains 177201 members 
Mstep: Class 13 contains 83080 members 
Mstep: Class 14 contains 206057 members 
Mstep: Class 15 contains 52794 members 
Mstep: Class 16 contains 61266 members 
Mstep: Class 17 contains 8154 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683440.000000 Penalty: 69388.398438
Iteration 141Q: 21 clusters Score -1.496834e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 155745 members 
Mstep: Class 3 contains 196761 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7343 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 671 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177336 members 
Mstep: Class 12 contains 177274 members 
Mstep: Class 13 contains 83037 members 
Mstep: Class 14 contains 206084 members 
Mstep: Class 15 contains 52821 members 
Mstep: Class 16 contains 61306 members 
Mstep: Class 17 contains 8153 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683456.000000 Penalty: 69388.398438
Iteration 142Q: 21 clusters Score -1.496835e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 155592 members 
Mstep: Class 3 contains 196792 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 670 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177336 members 
Mstep: Class 12 contains 177320 members 
Mstep: Class 13 contains 82981 members 
Mstep: Class 14 contains 206127 members 
Mstep: Class 15 contains 52839 members 
Mstep: Class 16 contains 61335 members 
Mstep: Class 17 contains 8151 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683520.000000 Penalty: 69388.398438
Iteration 143Q: 21 clusters Score -1.496835e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 155455 members 
Mstep: Class 3 contains 196862 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7359 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177335 members 
Mstep: Class 12 contains 177382 members 
Mstep: Class 13 contains 82940 members 
Mstep: Class 14 contains 206128 members 
Mstep: Class 15 contains 52861 members 
Mstep: Class 16 contains 61354 members 
Mstep: Class 17 contains 8148 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683552.000000 Penalty: 69388.398438
Iteration 144Q: 21 clusters Score -1.496836e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 155300 members 
Mstep: Class 3 contains 196959 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7368 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177335 members 
Mstep: Class 12 contains 177451 members 
Mstep: Class 13 contains 82890 members 
Mstep: Class 14 contains 206109 members 
Mstep: Class 15 contains 52873 members 
Mstep: Class 16 contains 61371 members 
Mstep: Class 17 contains 8146 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 69388.398438
Iteration 145Q: 21 clusters Score -1.496836e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 155152 members 
Mstep: Class 3 contains 197031 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7382 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177374 members 
Mstep: Class 12 contains 177494 members 
Mstep: Class 13 contains 82843 members 
Mstep: Class 14 contains 206090 members 
Mstep: Class 15 contains 52877 members 
Mstep: Class 16 contains 61405 members 
Mstep: Class 17 contains 8140 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683696.000000 Penalty: 69388.398438
Iteration 146Q: 21 clusters Score -1.496837e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 155039 members 
Mstep: Class 3 contains 197143 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177391 members 
Mstep: Class 12 contains 177534 members 
Mstep: Class 13 contains 82770 members 
Mstep: Class 14 contains 206078 members 
Mstep: Class 15 contains 52880 members 
Mstep: Class 16 contains 61430 members 
Mstep: Class 17 contains 8136 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683632.000000 Penalty: 69388.398438
Iteration 147Q: 21 clusters Score -1.496836e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 154920 members 
Mstep: Class 3 contains 197248 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7389 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177384 members 
Mstep: Class 12 contains 177560 members 
Mstep: Class 13 contains 82688 members 
Mstep: Class 14 contains 206107 members 
Mstep: Class 15 contains 52884 members 
Mstep: Class 16 contains 61455 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683680.000000 Penalty: 69388.398438
Iteration 148Q: 21 clusters Score -1.496837e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 154790 members 
Mstep: Class 3 contains 197359 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7394 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177336 members 
Mstep: Class 12 contains 177602 members 
Mstep: Class 13 contains 82602 members 
Mstep: Class 14 contains 206165 members 
Mstep: Class 15 contains 52890 members 
Mstep: Class 16 contains 61492 members 
Mstep: Class 17 contains 8131 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 69388.398438
Iteration 149Q: 21 clusters Score -1.496838e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 154630 members 
Mstep: Class 3 contains 197441 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177316 members 
Mstep: Class 12 contains 177643 members 
Mstep: Class 13 contains 82541 members 
Mstep: Class 14 contains 206227 members 
Mstep: Class 15 contains 52914 members 
Mstep: Class 16 contains 61509 members 
Mstep: Class 17 contains 8129 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683616.000000 Penalty: 69388.398438
Iteration 150Q: 21 clusters Score -1.496836e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 154473 members 
Mstep: Class 3 contains 197536 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177336 members 
Mstep: Class 12 contains 177721 members 
Mstep: Class 13 contains 82488 members 
Mstep: Class 14 contains 206213 members 
Mstep: Class 15 contains 52922 members 
Mstep: Class 16 contains 61529 members 
Mstep: Class 17 contains 8126 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 69388.398438
Iteration 151Q: 21 clusters Score -1.496836e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 154306 members 
Mstep: Class 3 contains 197640 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177329 members 
Mstep: Class 12 contains 177783 members 
Mstep: Class 13 contains 82439 members 
Mstep: Class 14 contains 206193 members 
Mstep: Class 15 contains 52931 members 
Mstep: Class 16 contains 61566 members 
Mstep: Class 17 contains 8122 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 69388.398438
Iteration 152Q: 21 clusters Score -1.496839e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 154159 members 
Mstep: Class 3 contains 197701 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7420 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177342 members 
Mstep: Class 12 contains 177820 members 
Mstep: Class 13 contains 82405 members 
Mstep: Class 14 contains 206210 members 
Mstep: Class 15 contains 52932 members 
Mstep: Class 16 contains 61594 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 69388.398438
Iteration 153Q: 21 clusters Score -1.496838e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 154000 members 
Mstep: Class 3 contains 197734 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177387 members 
Mstep: Class 12 contains 177830 members 
Mstep: Class 13 contains 82359 members 
Mstep: Class 14 contains 206294 members 
Mstep: Class 15 contains 52919 members 
Mstep: Class 16 contains 61624 members 
Mstep: Class 17 contains 8119 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683648.000000 Penalty: 69388.398438
Iteration 154Q: 21 clusters Score -1.496836e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 153824 members 
Mstep: Class 3 contains 197798 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177458 members 
Mstep: Class 12 contains 177816 members 
Mstep: Class 13 contains 82297 members 
Mstep: Class 14 contains 206331 members 
Mstep: Class 15 contains 52924 members 
Mstep: Class 16 contains 61665 members 
Mstep: Class 17 contains 8119 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683568.000000 Penalty: 69388.398438
Iteration 155Q: 21 clusters Score -1.496836e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 153663 members 
Mstep: Class 3 contains 197806 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177540 members 
Mstep: Class 12 contains 177827 members 
Mstep: Class 13 contains 82243 members 
Mstep: Class 14 contains 206432 members 
Mstep: Class 15 contains 52925 members 
Mstep: Class 16 contains 61671 members 
Mstep: Class 17 contains 8114 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683344.000000 Penalty: 69388.398438
Iteration 156Q: 21 clusters Score -1.496833e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 153497 members 
Mstep: Class 3 contains 197840 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7447 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177598 members 
Mstep: Class 12 contains 177802 members 
Mstep: Class 13 contains 82188 members 
Mstep: Class 14 contains 206551 members 
Mstep: Class 15 contains 52915 members 
Mstep: Class 16 contains 61690 members 
Mstep: Class 17 contains 8110 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683360.000000 Penalty: 69388.398438
Iteration 157Q: 21 clusters Score -1.496834e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 153377 members 
Mstep: Class 3 contains 197816 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177721 members 
Mstep: Class 12 contains 177759 members 
Mstep: Class 13 contains 82135 members 
Mstep: Class 14 contains 206656 members 
Mstep: Class 15 contains 52897 members 
Mstep: Class 16 contains 61706 members 
Mstep: Class 17 contains 8104 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683168.000000 Penalty: 69388.398438
Iteration 158Q: 21 clusters Score -1.496832e+08 nChanged 1934
Entering ConstructFrom: 
Score: -149683168.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (54656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Entering Unmasked Estep 
Score: -7082934.500000 Penalty: 2705.385986
	Iteration 0F: 2 clusters Score -7082934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -7046109.000000 Penalty: 5410.771973
	Iteration 0F: 3 clusters Score -7046109 nChanged 25390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -7060432.500000 Penalty: 5410.771973
	Iteration 1F: 3 clusters Score -7060432 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -7061091.500000 Penalty: 5410.771973
	Iteration 2Q: 3 clusters Score -7061092 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -7061826.500000 Penalty: 5410.771973
	Iteration 3Q: 3 clusters Score -7061826 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -7062694.500000 Penalty: 5410.771973
	Iteration 4Q: 3 clusters Score -7062694 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -7063920.500000 Penalty: 5410.771973
	Iteration 5Q: 3 clusters Score -7063920 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -7065368.500000 Penalty: 5410.771973
	Iteration 6Q: 3 clusters Score -7065368 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -7067076.000000 Penalty: 5410.771973
	Iteration 7F: 3 clusters Score -7067076 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -7069063.500000 Penalty: 5410.771973
	Iteration 8F: 3 clusters Score -7069064 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -7071278.000000 Penalty: 5410.771973
	Iteration 9F: 3 clusters Score -7071278 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -7073057.000000 Penalty: 5410.771973
	Iteration 10F: 3 clusters Score -7073057 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -7074061.000000 Penalty: 5410.771973
	Iteration 11Q: 3 clusters Score -7074061 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7074524.500000 Penalty: 5410.771973
	Iteration 12Q: 3 clusters Score -7074524 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -7074730.000000 Penalty: 5410.771973
	Iteration 13Q: 3 clusters Score -7074730 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -7074838.000000 Penalty: 5410.771973
	Iteration 14Q: 3 clusters Score -7074838 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -7074950.500000 Penalty: 5410.771973
	Iteration 15Q: 3 clusters Score -7074950 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -7075055.500000 Penalty: 5410.771973
	Iteration 16Q: 3 clusters Score -7075056 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -7075154.500000 Penalty: 5410.771973
	Iteration 17Q: 3 clusters Score -7075154 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -7075248.500000 Penalty: 5410.771973
	Iteration 18Q: 3 clusters Score -7075248 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -7075360.000000 Penalty: 5410.771973
	Iteration 19Q: 3 clusters Score -7075360 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -7075446.000000 Penalty: 5410.771973
	Iteration 20F: 3 clusters Score -7075446 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -7075489.500000 Penalty: 5410.771973
	Iteration 21Q: 3 clusters Score -7075490 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -7075549.500000 Penalty: 5410.771973
	Iteration 22Q: 3 clusters Score -7075550 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7075655.000000 Penalty: 5410.771973
	Iteration 23Q: 3 clusters Score -7075655 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7075701.500000 Penalty: 5410.771973
	Iteration 24Q: 3 clusters Score -7075702 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -7075723.500000 Penalty: 5410.771973
	Iteration 25Q: 3 clusters Score -7075724 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -7075742.500000 Penalty: 5410.771973
	Iteration 26Q: 3 clusters Score -7075742 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -7075739.500000 Penalty: 5410.771973
	Iteration 27Q: 3 clusters Score -7075740 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7075743 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -7075779.500000 Penalty: 5410.771973
	Iteration 29Q: 3 clusters Score -7075780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -7075811.000000 Penalty: 5410.771973
	Iteration 30Q: 3 clusters Score -7075811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7075845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -7075832.000000 Penalty: 5410.771973
	Iteration 32Q: 3 clusters Score -7075832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7075848 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7075857.500000 Penalty: 5410.771973
	Iteration 34Q: 3 clusters Score -7075858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -7075873.000000 Penalty: 5410.771973
	Iteration 35Q: 3 clusters Score -7075873 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -7075878.000000 Penalty: 5410.771973
	Iteration 36Q: 3 clusters Score -7075878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -7075902.000000 Penalty: 5410.771973
	Iteration 37Q: 3 clusters Score -7075902 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -7075923.500000 Penalty: 5410.771973
	Iteration 38Q: 3 clusters Score -7075924 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7075934.500000 Penalty: 5410.771973
	Iteration 39Q: 3 clusters Score -7075934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7075937.500000 Penalty: 5410.771973
	Iteration 40F: 3 clusters Score -7075938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -7075944.500000 Penalty: 5410.771973
	Iteration 41Q: 3 clusters Score -7075944 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7075938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -7075946.000000 Penalty: 5410.771973
	Iteration 43Q: 3 clusters Score -7075946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -7075942.500000 Penalty: 5410.771973
	Iteration 44Q: 3 clusters Score -7075942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7075939.000000 Penalty: 5410.771973
	Iteration 45Q: 3 clusters Score -7075939 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -7075977.500000 Penalty: 5410.771973
	Iteration 46Q: 3 clusters Score -7075978 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7075993.000000 Penalty: 5410.771973
	Iteration 47Q: 3 clusters Score -7075993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -7075996.500000 Penalty: 5410.771973
	Iteration 48Q: 3 clusters Score -7075996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7076017.000000 Penalty: 5410.771973
	Iteration 49Q: 3 clusters Score -7076017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -7076013.000000 Penalty: 5410.771973
	Iteration 50Q: 3 clusters Score -7076013 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -7076012.500000 Penalty: 5410.771973
	Iteration 51Q: 3 clusters Score -7076012 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -7076025.000000 Penalty: 5410.771973
	Iteration 52Q: 3 clusters Score -7076025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -7076033.000000 Penalty: 5410.771973
	Iteration 53Q: 3 clusters Score -7076033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -7076022.000000 Penalty: 5410.771973
	Iteration 54Q: 3 clusters Score -7076022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7076028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -7076053.000000 Penalty: 5410.771973
	Iteration 56Q: 3 clusters Score -7076053 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -7076092.000000 Penalty: 5410.771973
	Iteration 57Q: 3 clusters Score -7076092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7076094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -7076119.000000 Penalty: 5410.771973
	Iteration 59Q: 3 clusters Score -7076119 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7076129.500000 Penalty: 5410.771973
	Iteration 60F: 3 clusters Score -7076130 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7076150.000000 Penalty: 5410.771973
	Iteration 61Q: 3 clusters Score -7076150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -7076159.500000 Penalty: 5410.771973
	Iteration 62Q: 3 clusters Score -7076160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -7076186.500000 Penalty: 5410.771973
	Iteration 63Q: 3 clusters Score -7076186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7076197.500000 Penalty: 5410.771973
	Iteration 64Q: 3 clusters Score -7076198 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -7076192.000000 Penalty: 5410.771973
	Iteration 65Q: 3 clusters Score -7076192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -7076214.000000 Penalty: 5410.771973
	Iteration 66Q: 3 clusters Score -7076214 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -7076257.000000 Penalty: 5410.771973
	Iteration 67Q: 3 clusters Score -7076257 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -7076247.500000 Penalty: 5410.771973
	Iteration 68Q: 3 clusters Score -7076248 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -7076281.500000 Penalty: 5410.771973
	Iteration 69Q: 3 clusters Score -7076282 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -7076326.000000 Penalty: 5410.771973
	Iteration 70Q: 3 clusters Score -7076326 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -7076338.000000 Penalty: 5410.771973
	Iteration 71Q: 3 clusters Score -7076338 nChanged 266
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Mstep: Class 1 contains 22410 members 
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Entering Unmasked Estep 
Score: -7076375.000000 Penalty: 5410.771973
	Iteration 72Q: 3 clusters Score -7076375 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -7076381.500000 Penalty: 5410.771973
	Iteration 73Q: 3 clusters Score -7076382 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -7076402.500000 Penalty: 5410.771973
	Iteration 74Q: 3 clusters Score -7076402 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21535 members 
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Entering Unmasked Estep 
Score: -7076431.500000 Penalty: 5410.771973
	Iteration 75Q: 3 clusters Score -7076432 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7076489.500000 Penalty: 5410.771973
	Iteration 76Q: 3 clusters Score -7076490 nChanged 324
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Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7076555 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7076619.500000 Penalty: 5410.771973
	Iteration 78Q: 3 clusters Score -7076620 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7076668 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7076738.000000 Penalty: 5410.771973
	Iteration 80F: 3 clusters Score -7076738 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -7076825.000000 Penalty: 5410.771973
	Iteration 81Q: 3 clusters Score -7076825 nChanged 385
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Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7076892 nChanged 409
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Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7076946 nChanged 388
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Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7076990 nChanged 400
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Mstep: Class 1 contains 17921 members 
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Entering Unmasked Estep 
Score: -7077041.500000 Penalty: 5410.771973
	Iteration 85Q: 3 clusters Score -7077042 nChanged 401
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Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -7077104.000000 Penalty: 5410.771973
	Iteration 86Q: 3 clusters Score -7077104 nChanged 407
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Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -7077191.000000 Penalty: 5410.771973
	Iteration 87Q: 3 clusters Score -7077191 nChanged 427
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Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7077310.000000 Penalty: 5410.771973
	Iteration 88Q: 3 clusters Score -7077310 nChanged 424
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Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7077390.500000 Penalty: 5410.771973
	Iteration 89Q: 3 clusters Score -7077390 nChanged 433
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Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -7077461.000000 Penalty: 5410.771973
	Iteration 90Q: 3 clusters Score -7077461 nChanged 467
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Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -7077544.500000 Penalty: 5410.771973
	Iteration 91Q: 3 clusters Score -7077544 nChanged 475
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Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7077616.500000 Penalty: 5410.771973
	Iteration 92Q: 3 clusters Score -7077616 nChanged 465
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Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7077700.000000 Penalty: 5410.771973
	Iteration 93Q: 3 clusters Score -7077700 nChanged 450
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Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7077764 nChanged 449
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Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7077858 nChanged 503
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Mstep: Class 1 contains 13020 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7077990 nChanged 535
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Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7078123.000000 Penalty: 5410.771973
	Iteration 97Q: 3 clusters Score -7078123 nChanged 543
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Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7078268 nChanged 559
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Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -7078397.000000 Penalty: 5410.771973
	Iteration 99Q: 3 clusters Score -7078397 nChanged 528
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -7078528.500000 Penalty: 5410.771973
	Iteration 100F: 3 clusters Score -7078528 nChanged 514
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Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -7078673.500000 Penalty: 5410.771973
	Iteration 101Q: 3 clusters Score -7078674 nChanged 478
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Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -7078805.000000 Penalty: 5410.771973
	Iteration 102Q: 3 clusters Score -7078805 nChanged 434
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Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -7078919.500000 Penalty: 5410.771973
	Iteration 103Q: 3 clusters Score -7078920 nChanged 432
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Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7079044 nChanged 419
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Mstep: Class 1 contains 8580 members 
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Entering Unmasked Estep 
Score: -7079157.500000 Penalty: 5410.771973
	Iteration 105Q: 3 clusters Score -7079158 nChanged 421
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Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -7079279.500000 Penalty: 5410.771973
	Iteration 106Q: 3 clusters Score -7079280 nChanged 391
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Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -7079361.500000 Penalty: 5410.771973
	Iteration 107Q: 3 clusters Score -7079362 nChanged 373
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Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -7079447.000000 Penalty: 5410.771973
	Iteration 108Q: 3 clusters Score -7079447 nChanged 372
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Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -7079523.000000 Penalty: 5410.771973
	Iteration 109Q: 3 clusters Score -7079523 nChanged 355
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Mstep: Class 1 contains 6668 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7079620 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -7079732.000000 Penalty: 5410.771973
	Iteration 111Q: 3 clusters Score -7079732 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -7079825.000000 Penalty: 5410.771973
	Iteration 112Q: 3 clusters Score -7079825 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7079944.000000 Penalty: 5410.771973
	Iteration 113Q: 3 clusters Score -7079944 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -7080002.500000 Penalty: 5410.771973
	Iteration 114Q: 3 clusters Score -7080002 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -7080059.000000 Penalty: 5410.771973
	Iteration 115Q: 3 clusters Score -7080059 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -7080144.000000 Penalty: 5410.771973
	Iteration 116Q: 3 clusters Score -7080144 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -7080173.500000 Penalty: 5410.771973
	Iteration 117Q: 3 clusters Score -7080174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -7080237.000000 Penalty: 5410.771973
	Iteration 118Q: 3 clusters Score -7080237 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -7080290.000000 Penalty: 5410.771973
	Iteration 119Q: 3 clusters Score -7080290 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -7080360.500000 Penalty: 5410.771973
	Iteration 120F: 3 clusters Score -7080360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -7080437.500000 Penalty: 5410.771973
	Iteration 121Q: 3 clusters Score -7080438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -7080494.000000 Penalty: 5410.771973
	Iteration 122Q: 3 clusters Score -7080494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -7080548.000000 Penalty: 5410.771973
	Iteration 123Q: 3 clusters Score -7080548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -7080587.000000 Penalty: 5410.771973
	Iteration 124Q: 3 clusters Score -7080587 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -7080618.000000 Penalty: 5410.771973
	Iteration 125Q: 3 clusters Score -7080618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -7080633.000000 Penalty: 5410.771973
	Iteration 126Q: 3 clusters Score -7080633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -7080647.500000 Penalty: 5410.771973
	Iteration 127Q: 3 clusters Score -7080648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -7080681.500000 Penalty: 5410.771973
	Iteration 128Q: 3 clusters Score -7080682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -7080709.000000 Penalty: 5410.771973
	Iteration 129Q: 3 clusters Score -7080709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -7080727.500000 Penalty: 5410.771973
	Iteration 130Q: 3 clusters Score -7080728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -7080753.500000 Penalty: 5410.771973
	Iteration 131Q: 3 clusters Score -7080754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -7080773.500000 Penalty: 5410.771973
	Iteration 132Q: 3 clusters Score -7080774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -7080799.500000 Penalty: 5410.771973
	Iteration 133Q: 3 clusters Score -7080800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -7080837.500000 Penalty: 5410.771973
	Iteration 134Q: 3 clusters Score -7080838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7080858.000000 Penalty: 5410.771973
	Iteration 135Q: 3 clusters Score -7080858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -7080877.000000 Penalty: 5410.771973
	Iteration 136Q: 3 clusters Score -7080877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -7080894.000000 Penalty: 5410.771973
	Iteration 137Q: 3 clusters Score -7080894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7080926.000000 Penalty: 5410.771973
	Iteration 138Q: 3 clusters Score -7080926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -7080919.500000 Penalty: 5410.771973
	Iteration 139Q: 3 clusters Score -7080920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -7080927.000000 Penalty: 5410.771973
	Iteration 140F: 3 clusters Score -7080927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -7080939.000000 Penalty: 5410.771973
	Iteration 141Q: 3 clusters Score -7080939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -7080932.500000 Penalty: 5410.771973
	Iteration 142Q: 3 clusters Score -7080932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -7080935.500000 Penalty: 5410.771973
	Iteration 143Q: 3 clusters Score -7080936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -7080946.500000 Penalty: 5410.771973
	Iteration 144Q: 3 clusters Score -7080946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -7080944.500000 Penalty: 5410.771973
	Iteration 145Q: 3 clusters Score -7080944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -7080945.500000 Penalty: 5410.771973
	Iteration 146Q: 3 clusters Score -7080946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -7080953.500000 Penalty: 5410.771973
	Iteration 147Q: 3 clusters Score -7080954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -7080959.000000 Penalty: 5410.771973
	Iteration 148Q: 3 clusters Score -7080959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -7080957.000000 Penalty: 5410.771973
	Iteration 149Q: 3 clusters Score -7080957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7080970.500000 Penalty: 5410.771973
	Iteration 150Q: 3 clusters Score -7080970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -7080964.500000 Penalty: 5410.771973
	Iteration 151Q: 3 clusters Score -7080964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -7080965.500000 Penalty: 5410.771973
	Iteration 152Q: 3 clusters Score -7080966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -7080965.000000 Penalty: 5410.771973
	Iteration 153Q: 3 clusters Score -7080965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -7080966.500000 Penalty: 5410.771973
	Iteration 154Q: 3 clusters Score -7080966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -7080970.500000 Penalty: 5410.771973
	Iteration 155Q: 3 clusters Score -7080970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -7080976.000000 Penalty: 5410.771973
	Iteration 156Q: 3 clusters Score -7080976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7080975.000000 Penalty: 5410.771973
	Iteration 157Q: 3 clusters Score -7080975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -7080977.000000 Penalty: 5410.771973
	Iteration 158Q: 3 clusters Score -7080977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -7080977.000000 Penalty: 5410.771973
	Iteration 159F: 3 clusters Score -7080977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (153241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Entering Unmasked Estep 
Score: -19629812.000000 Penalty: 2961.062256
	Iteration 0F: 2 clusters Score -1.962981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -19527976.000000 Penalty: 5922.124512
	Iteration 0F: 3 clusters Score -1.952798e+07 nChanged 73184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -19570648.000000 Penalty: 5922.124512
	Iteration 1F: 3 clusters Score -1.957065e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -19571920.000000 Penalty: 5922.124512
	Iteration 2Q: 3 clusters Score -1.957192e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -19573524.000000 Penalty: 5922.124512
	Iteration 3Q: 3 clusters Score -1.957352e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -19575838.000000 Penalty: 5922.124512
	Iteration 4Q: 3 clusters Score -1.957584e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -19578908.000000 Penalty: 5922.124512
	Iteration 5Q: 3 clusters Score -1.957891e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -19583236.000000 Penalty: 5922.124512
	Iteration 6Q: 3 clusters Score -1.958324e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -19588912.000000 Penalty: 5922.124512
	Iteration 7F: 3 clusters Score -1.958891e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -19595680.000000 Penalty: 5922.124512
	Iteration 8F: 3 clusters Score -1.959568e+07 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -19601870.000000 Penalty: 5922.124512
	Iteration 9F: 3 clusters Score -1.960187e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -19605350.000000 Penalty: 5922.124512
	Iteration 10F: 3 clusters Score -1.960535e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -19606918.000000 Penalty: 5922.124512
	Iteration 11Q: 3 clusters Score -1.960692e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -19607524.000000 Penalty: 5922.124512
	Iteration 12Q: 3 clusters Score -1.960752e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -19607950.000000 Penalty: 5922.124512
	Iteration 13Q: 3 clusters Score -1.960795e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -19608470.000000 Penalty: 5922.124512
	Iteration 14Q: 3 clusters Score -1.960847e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -19609070.000000 Penalty: 5922.124512
	Iteration 15Q: 3 clusters Score -1.960907e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -19609706.000000 Penalty: 5922.124512
	Iteration 16Q: 3 clusters Score -1.960971e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -19610342.000000 Penalty: 5922.124512
	Iteration 17Q: 3 clusters Score -1.961034e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -19611142.000000 Penalty: 5922.124512
	Iteration 18Q: 3 clusters Score -1.961114e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109575 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -19611744.000000 Penalty: 5922.124512
	Iteration 19Q: 3 clusters Score -1.961174e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -19612582.000000 Penalty: 5922.124512
	Iteration 20F: 3 clusters Score -1.961258e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -19613390.000000 Penalty: 5922.124512
	Iteration 21Q: 3 clusters Score -1.961339e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -19614170.000000 Penalty: 5922.124512
	Iteration 22Q: 3 clusters Score -1.961417e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -19614840.000000 Penalty: 5922.124512
	Iteration 23Q: 3 clusters Score -1.961484e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122233 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -19615628.000000 Penalty: 5922.124512
	Iteration 24Q: 3 clusters Score -1.961563e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -19616410.000000 Penalty: 5922.124512
	Iteration 25Q: 3 clusters Score -1.961641e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126903 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -19617268.000000 Penalty: 5922.124512
	Iteration 26Q: 3 clusters Score -1.961727e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129102 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -19617886.000000 Penalty: 5922.124512
	Iteration 27Q: 3 clusters Score -1.961789e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131278 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -19618794.000000 Penalty: 5922.124512
	Iteration 28Q: 3 clusters Score -1.961879e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -19619554.000000 Penalty: 5922.124512
	Iteration 29Q: 3 clusters Score -1.961955e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135296 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -19620374.000000 Penalty: 5922.124512
	Iteration 30Q: 3 clusters Score -1.962037e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -19620938.000000 Penalty: 5922.124512
	Iteration 31Q: 3 clusters Score -1.962094e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138803 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -19621524.000000 Penalty: 5922.124512
	Iteration 32Q: 3 clusters Score -1.962152e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140454 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -19622200.000000 Penalty: 5922.124512
	Iteration 33Q: 3 clusters Score -1.96222e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141988 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -19622776.000000 Penalty: 5922.124512
	Iteration 34Q: 3 clusters Score -1.962278e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143417 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -19623430.000000 Penalty: 5922.124512
	Iteration 35Q: 3 clusters Score -1.962343e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144725 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -19623930.000000 Penalty: 5922.124512
	Iteration 36Q: 3 clusters Score -1.962393e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -19624440.000000 Penalty: 5922.124512
	Iteration 37Q: 3 clusters Score -1.962444e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -19624904.000000 Penalty: 5922.124512
	Iteration 38Q: 3 clusters Score -1.96249e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -19625306.000000 Penalty: 5922.124512
	Iteration 39Q: 3 clusters Score -1.962531e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -19625670.000000 Penalty: 5922.124512
	Iteration 40F: 3 clusters Score -1.962567e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149219 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -19625960.000000 Penalty: 5922.124512
	Iteration 41Q: 3 clusters Score -1.962596e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149726 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -19626232.000000 Penalty: 5922.124512
	Iteration 42Q: 3 clusters Score -1.962623e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150146 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -19626376.000000 Penalty: 5922.124512
	Iteration 43Q: 3 clusters Score -1.962638e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -19626540.000000 Penalty: 5922.124512
	Iteration 44Q: 3 clusters Score -1.962654e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -19626620.000000 Penalty: 5922.124512
	Iteration 45Q: 3 clusters Score -1.962662e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -19626770.000000 Penalty: 5922.124512
	Iteration 46Q: 3 clusters Score -1.962677e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151246 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -19626892.000000 Penalty: 5922.124512
	Iteration 47Q: 3 clusters Score -1.962689e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19626978.000000 Penalty: 5922.124512
	Iteration 48Q: 3 clusters Score -1.962698e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151524 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -19626994.000000 Penalty: 5922.124512
	Iteration 49Q: 3 clusters Score -1.962699e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -19627044.000000 Penalty: 5922.124512
	Iteration 50Q: 3 clusters Score -1.962704e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19627082.000000 Penalty: 5922.124512
	Iteration 51Q: 3 clusters Score -1.962708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151729 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19627084.000000 Penalty: 5922.124512
	Iteration 52Q: 3 clusters Score -1.962708e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -19627104.000000 Penalty: 5922.124512
	Iteration 53Q: 3 clusters Score -1.96271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19627124.000000 Penalty: 5922.124512
	Iteration 54Q: 3 clusters Score -1.962712e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19627112.000000 Penalty: 5922.124512
	Iteration 55Q: 3 clusters Score -1.962711e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19627114.000000 Penalty: 5922.124512
	Iteration 56Q: 3 clusters Score -1.962711e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151962 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19627132.000000 Penalty: 5922.124512
	Iteration 57Q: 3 clusters Score -1.962713e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19627150.000000 Penalty: 5922.124512
	Iteration 58Q: 3 clusters Score -1.962715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -19627174.000000 Penalty: 5922.124512
	Iteration 59Q: 3 clusters Score -1.962717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19627174.000000 Penalty: 5922.124512
	Iteration 60F: 3 clusters Score -1.962717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19627198.000000 Penalty: 5922.124512
	Iteration 61Q: 3 clusters Score -1.96272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152060 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19627204.000000 Penalty: 5922.124512
	Iteration 62Q: 3 clusters Score -1.96272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152068 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19627208.000000 Penalty: 5922.124512
	Iteration 63Q: 3 clusters Score -1.962721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -19627216.000000 Penalty: 5922.124512
	Iteration 64Q: 3 clusters Score -1.962722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152088 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19627220.000000 Penalty: 5922.124512
	Iteration 65Q: 3 clusters Score -1.962722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19627224.000000 Penalty: 5922.124512
	Iteration 66Q: 3 clusters Score -1.962722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19627208.000000 Penalty: 5922.124512
	Iteration 67Q: 3 clusters Score -1.962721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -19627220.000000 Penalty: 5922.124512
	Iteration 68Q: 3 clusters Score -1.962722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19627226.000000 Penalty: 5922.124512
	Iteration 69Q: 3 clusters Score -1.962723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19627236.000000 Penalty: 5922.124512
	Iteration 70Q: 3 clusters Score -1.962724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19627232.000000 Penalty: 5922.124512
	Iteration 71Q: 3 clusters Score -1.962723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19627224.000000 Penalty: 5922.124512
	Iteration 72Q: 3 clusters Score -1.962722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152133 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19627242.000000 Penalty: 5922.124512
	Iteration 73Q: 3 clusters Score -1.962724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -19627222.000000 Penalty: 5922.124512
	Iteration 74Q: 3 clusters Score -1.962722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19627244.000000 Penalty: 5922.124512
	Iteration 75Q: 3 clusters Score -1.962724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152156 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19627234.000000 Penalty: 5922.124512
	Iteration 76Q: 3 clusters Score -1.962723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -19627242.000000 Penalty: 5922.124512
	Iteration 77Q: 3 clusters Score -1.962724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152163 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19627242.000000 Penalty: 5922.124512
	Iteration 78Q: 3 clusters Score -1.962724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152166 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -19627254.000000 Penalty: 5922.124512
	Iteration 79Q: 3 clusters Score -1.962725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152177 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -19627262.000000 Penalty: 5922.124512
	Iteration 80F: 3 clusters Score -1.962726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19627266.000000 Penalty: 5922.124512
	Iteration 81Q: 3 clusters Score -1.962727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -19627278.000000 Penalty: 5922.124512
	Iteration 82Q: 3 clusters Score -1.962728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152191 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19627256.000000 Penalty: 5922.124512
	Iteration 83Q: 3 clusters Score -1.962726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19627266.000000 Penalty: 5922.124512
	Iteration 84Q: 3 clusters Score -1.962727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152197 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -19627260.000000 Penalty: 5922.124512
	Iteration 85Q: 3 clusters Score -1.962726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19627270.000000 Penalty: 5922.124512
	Iteration 86Q: 3 clusters Score -1.962727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152200 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19627262.000000 Penalty: 5922.124512
	Iteration 87Q: 3 clusters Score -1.962726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152200 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19627262.000000 Penalty: 5922.124512
	Iteration 88F: 3 clusters Score -1.962726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (197815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197815 members 
Entering Unmasked Estep 
Score: -25280588.000000 Penalty: 3024.381592
	Iteration 0F: 2 clusters Score -2.528059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -25150326.000000 Penalty: 6048.763184
	Iteration 0F: 3 clusters Score -2.515033e+07 nChanged 95253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100046 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -25205424.000000 Penalty: 6048.763184
	Iteration 1F: 3 clusters Score -2.520542e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -25206288.000000 Penalty: 6048.763184
	Iteration 2Q: 3 clusters Score -2.520629e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -25207204.000000 Penalty: 6048.763184
	Iteration 3Q: 3 clusters Score -2.52072e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -25208180.000000 Penalty: 6048.763184
	Iteration 4Q: 3 clusters Score -2.520818e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -25209848.000000 Penalty: 6048.763184
	Iteration 5Q: 3 clusters Score -2.520985e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -25212410.000000 Penalty: 6048.763184
	Iteration 6Q: 3 clusters Score -2.521241e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -25216280.000000 Penalty: 6048.763184
	Iteration 7Q: 3 clusters Score -2.521628e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121564 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -25221960.000000 Penalty: 6048.763184
	Iteration 8Q: 3 clusters Score -2.522196e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -25230498.000000 Penalty: 6048.763184
	Iteration 9F: 3 clusters Score -2.52305e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136479 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -25240438.000000 Penalty: 6048.763184
	Iteration 10F: 3 clusters Score -2.524044e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142119 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -25250224.000000 Penalty: 6048.763184
	Iteration 11F: 3 clusters Score -2.525022e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -25257076.000000 Penalty: 6048.763184
	Iteration 12F: 3 clusters Score -2.525708e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -25260108.000000 Penalty: 6048.763184
	Iteration 13Q: 3 clusters Score -2.526011e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -25261474.000000 Penalty: 6048.763184
	Iteration 14Q: 3 clusters Score -2.526147e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -25262296.000000 Penalty: 6048.763184
	Iteration 15Q: 3 clusters Score -2.52623e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153709 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -25263206.000000 Penalty: 6048.763184
	Iteration 16Q: 3 clusters Score -2.526321e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155806 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -25263780.000000 Penalty: 6048.763184
	Iteration 17Q: 3 clusters Score -2.526378e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158030 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -25264454.000000 Penalty: 6048.763184
	Iteration 18Q: 3 clusters Score -2.526445e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -25265308.000000 Penalty: 6048.763184
	Iteration 19Q: 3 clusters Score -2.526531e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -25266204.000000 Penalty: 6048.763184
	Iteration 20F: 3 clusters Score -2.52662e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -25266946.000000 Penalty: 6048.763184
	Iteration 21Q: 3 clusters Score -2.526695e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -25267842.000000 Penalty: 6048.763184
	Iteration 22Q: 3 clusters Score -2.526784e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170686 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -25268638.000000 Penalty: 6048.763184
	Iteration 23Q: 3 clusters Score -2.526864e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -25269492.000000 Penalty: 6048.763184
	Iteration 24Q: 3 clusters Score -2.526949e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -25270418.000000 Penalty: 6048.763184
	Iteration 25Q: 3 clusters Score -2.527042e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178344 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -25271334.000000 Penalty: 6048.763184
	Iteration 26Q: 3 clusters Score -2.527133e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -25272110.000000 Penalty: 6048.763184
	Iteration 27Q: 3 clusters Score -2.527211e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183048 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -25272894.000000 Penalty: 6048.763184
	Iteration 28Q: 3 clusters Score -2.527289e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185086 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -25273582.000000 Penalty: 6048.763184
	Iteration 29Q: 3 clusters Score -2.527358e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -25274280.000000 Penalty: 6048.763184
	Iteration 30Q: 3 clusters Score -2.527428e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188640 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -25274932.000000 Penalty: 6048.763184
	Iteration 31Q: 3 clusters Score -2.527493e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190147 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -25275400.000000 Penalty: 6048.763184
	Iteration 32Q: 3 clusters Score -2.52754e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191449 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -25275844.000000 Penalty: 6048.763184
	Iteration 33Q: 3 clusters Score -2.527584e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192538 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -25276226.000000 Penalty: 6048.763184
	Iteration 34Q: 3 clusters Score -2.527623e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -25276484.000000 Penalty: 6048.763184
	Iteration 35Q: 3 clusters Score -2.527648e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194113 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -25276700.000000 Penalty: 6048.763184
	Iteration 36Q: 3 clusters Score -2.52767e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194706 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -25277016.000000 Penalty: 6048.763184
	Iteration 37Q: 3 clusters Score -2.527702e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195153 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -25277212.000000 Penalty: 6048.763184
	Iteration 38Q: 3 clusters Score -2.527721e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -25277372.000000 Penalty: 6048.763184
	Iteration 39Q: 3 clusters Score -2.527737e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195782 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -25277484.000000 Penalty: 6048.763184
	Iteration 40F: 3 clusters Score -2.527748e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196010 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -25277530.000000 Penalty: 6048.763184
	Iteration 41Q: 3 clusters Score -2.527753e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196186 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -25277642.000000 Penalty: 6048.763184
	Iteration 42Q: 3 clusters Score -2.527764e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196309 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -25277676.000000 Penalty: 6048.763184
	Iteration 43Q: 3 clusters Score -2.527768e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196407 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25277754.000000 Penalty: 6048.763184
	Iteration 44Q: 3 clusters Score -2.527775e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196510 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -25277794.000000 Penalty: 6048.763184
	Iteration 45Q: 3 clusters Score -2.527779e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196578 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -25277844.000000 Penalty: 6048.763184
	Iteration 46Q: 3 clusters Score -2.527784e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196636 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -25277846.000000 Penalty: 6048.763184
	Iteration 47Q: 3 clusters Score -2.527785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196682 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25277844.000000 Penalty: 6048.763184
	Iteration 48Q: 3 clusters Score -2.527784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196712 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -25277882.000000 Penalty: 6048.763184
	Iteration 49Q: 3 clusters Score -2.527788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196729 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -25277870.000000 Penalty: 6048.763184
	Iteration 50Q: 3 clusters Score -2.527787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196756 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -25277892.000000 Penalty: 6048.763184
	Iteration 51Q: 3 clusters Score -2.527789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196780 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -25277888.000000 Penalty: 6048.763184
	Iteration 52Q: 3 clusters Score -2.527789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196793 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -25277936.000000 Penalty: 6048.763184
	Iteration 53Q: 3 clusters Score -2.527794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196809 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -25277944.000000 Penalty: 6048.763184
	Iteration 54Q: 3 clusters Score -2.527794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196820 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -25277956.000000 Penalty: 6048.763184
	Iteration 55Q: 3 clusters Score -2.527796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196831 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -25277938.000000 Penalty: 6048.763184
	Iteration 56Q: 3 clusters Score -2.527794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196843 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -25277944.000000 Penalty: 6048.763184
	Iteration 57Q: 3 clusters Score -2.527794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196847 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -25277948.000000 Penalty: 6048.763184
	Iteration 58Q: 3 clusters Score -2.527795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196850 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -25277954.000000 Penalty: 6048.763184
	Iteration 59Q: 3 clusters Score -2.527795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196853 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -25277970.000000 Penalty: 6048.763184
	Iteration 60F: 3 clusters Score -2.527797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196857 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -25277964.000000 Penalty: 6048.763184
	Iteration 61Q: 3 clusters Score -2.527796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196860 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -25277952.000000 Penalty: 6048.763184
	Iteration 62Q: 3 clusters Score -2.527795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196866 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -25277956.000000 Penalty: 6048.763184
	Iteration 63Q: 3 clusters Score -2.527796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196874 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -25277950.000000 Penalty: 6048.763184
	Iteration 64Q: 3 clusters Score -2.527795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -25277966.000000 Penalty: 6048.763184
	Iteration 65Q: 3 clusters Score -2.527797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196877 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -25277968.000000 Penalty: 6048.763184
	Iteration 66Q: 3 clusters Score -2.527797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196880 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -25277972.000000 Penalty: 6048.763184
	Iteration 67Q: 3 clusters Score -2.527797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196885 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -25277978.000000 Penalty: 6048.763184
	Iteration 68Q: 3 clusters Score -2.527798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196890 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -25277968.000000 Penalty: 6048.763184
	Iteration 69Q: 3 clusters Score -2.527797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196894 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -25277950.000000 Penalty: 6048.763184
	Iteration 70Q: 3 clusters Score -2.527795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196898 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -25277966.000000 Penalty: 6048.763184
	Iteration 71Q: 3 clusters Score -2.527797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196900 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -25277960.000000 Penalty: 6048.763184
	Iteration 72Q: 3 clusters Score -2.527796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196901 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -25277962.000000 Penalty: 6048.763184
	Iteration 73Q: 3 clusters Score -2.527796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -25277966.000000 Penalty: 6048.763184
	Iteration 74Q: 3 clusters Score -2.527797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -25277960.000000 Penalty: 6048.763184
	Iteration 75Q: 3 clusters Score -2.527796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196904 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -25277968.000000 Penalty: 6048.763184
	Iteration 76Q: 3 clusters Score -2.527797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196906 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -25277964.000000 Penalty: 6048.763184
	Iteration 77Q: 3 clusters Score -2.527796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196910 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25277976.000000 Penalty: 6048.763184
	Iteration 78Q: 3 clusters Score -2.527798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196912 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -25277978.000000 Penalty: 6048.763184
	Iteration 79Q: 3 clusters Score -2.527798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196914 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -25277974.000000 Penalty: 6048.763184
	Iteration 80F: 3 clusters Score -2.527797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196915 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25277978.000000 Penalty: 6048.763184
	Iteration 81Q: 3 clusters Score -2.527798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196915 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -25277978.000000 Penalty: 6048.763184
	Iteration 82F: 3 clusters Score -2.527798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -552693.437500 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -552693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -548503.875000 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -548503.9 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -549467.562500 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -549467.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -549681.500000 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -549681.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -549829.187500 Penalty: 4163.820312
	Iteration 3F: 3 clusters Score -549829.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -549936.812500 Penalty: 4163.820312
	Iteration 4Q: 3 clusters Score -549936.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -550010.500000 Penalty: 4163.820312
	Iteration 5Q: 3 clusters Score -550010.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -550053.562500 Penalty: 4163.820312
	Iteration 6Q: 3 clusters Score -550053.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -550085.875000 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -550085.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -550122.000000 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -550122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -550155.750000 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -550155.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -550184.875000 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -550184.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -550220.000000 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -550220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -550252.875000 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -550252.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -550286.625000 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -550286.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -550338.437500 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -550338.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -550402.562500 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -550402.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -550495.750000 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -550495.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -550641.375000 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -550641.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -550863.875000 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -550863.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -551145.375000 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -551145.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -551559.437500 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -551559.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -551951.625000 Penalty: 4163.820312
	Iteration 21F: 3 clusters Score -551951.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -552163.250000 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -552163.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -552261.500000 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -552261.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -552298.375000 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -552298.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -552314.750000 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -552314.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -552325.812500 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -552325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -552333.000000 Penalty: 4163.820312
	Iteration 27Q: 3 clusters Score -552333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -552338.000000 Penalty: 4163.820312
	Iteration 28Q: 3 clusters Score -552338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -552340.937500 Penalty: 4163.820312
	Iteration 29Q: 3 clusters Score -552340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -552343.562500 Penalty: 4163.820312
	Iteration 30Q: 3 clusters Score -552343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -552344.062500 Penalty: 4163.820312
	Iteration 31Q: 3 clusters Score -552344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -552344.750000 Penalty: 4163.820312
	Iteration 32Q: 3 clusters Score -552344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -552344.750000 Penalty: 4163.820312
	Iteration 33F: 3 clusters Score -552344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62895.332031 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62895.33 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63219.937500 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63219.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63320.800781 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63320.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63364.867188 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -63364.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63431.062500 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -63431.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63459.218750 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -63459.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63481.539062 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -63481.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63496.347656 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -63496.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63521.976562 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -63521.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63555.316406 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -63555.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63588.421875 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -63588.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63679.722656 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -63679.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63808.718750 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -63808.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64016.718750 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -64016.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64080.605469 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -64080.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64130.656250 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -64130.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64200.570312 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -64200.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64315.687500 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -64315.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64398.730469 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -64398.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64445.207031 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -64445.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64472.597656 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -64472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64505.757812 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -64505.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -64529.695312 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -64529.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64544.832031 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -64544.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64549.398438 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -64549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64549.398438 Penalty: 3167.056396
	Iteration 25F: 3 clusters Score -64549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 153241 members 
Mstep: Class 3 contains 197815 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 155 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177877 members 
Mstep: Class 12 contains 177708 members 
Mstep: Class 13 contains 82086 members 
Mstep: Class 14 contains 206730 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 61721 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 438 members 
Entering Unmasked Estep 
Score: -149681152.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149683168.000000 to -149681152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -970210.375000 Penalty: 2211.559570
	Iteration 0F: 2 clusters Score -970210.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -964136.125000 Penalty: 4423.119141
	Iteration 0F: 3 clusters Score -964136.1 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -965709.625000 Penalty: 4423.119141
	Iteration 1F: 3 clusters Score -965709.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -965964.062500 Penalty: 4423.119141
	Iteration 2F: 3 clusters Score -965964.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -966112.250000 Penalty: 4423.119141
	Iteration 3Q: 3 clusters Score -966112.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -966214.437500 Penalty: 4423.119141
	Iteration 4Q: 3 clusters Score -966214.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -966306.312500 Penalty: 4423.119141
	Iteration 5Q: 3 clusters Score -966306.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -966385.937500 Penalty: 4423.119141
	Iteration 6Q: 3 clusters Score -966385.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -966457.125000 Penalty: 4423.119141
	Iteration 7Q: 3 clusters Score -966457.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -966525.437500 Penalty: 4423.119141
	Iteration 8Q: 3 clusters Score -966525.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -966605.687500 Penalty: 4423.119141
	Iteration 9Q: 3 clusters Score -966605.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -966684.625000 Penalty: 4423.119141
	Iteration 10Q: 3 clusters Score -966684.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -966787.375000 Penalty: 4423.119141
	Iteration 11Q: 3 clusters Score -966787.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -966901.750000 Penalty: 4423.119141
	Iteration 12Q: 3 clusters Score -966901.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -967015.062500 Penalty: 4423.119141
	Iteration 13Q: 3 clusters Score -967015.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -967139.687500 Penalty: 4423.119141
	Iteration 14Q: 3 clusters Score -967139.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -967286.187500 Penalty: 4423.119141
	Iteration 15Q: 3 clusters Score -967286.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -967440.500000 Penalty: 4423.119141
	Iteration 16Q: 3 clusters Score -967440.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -967597.250000 Penalty: 4423.119141
	Iteration 17Q: 3 clusters Score -967597.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -967760.000000 Penalty: 4423.119141
	Iteration 18Q: 3 clusters Score -967760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -967880.312500 Penalty: 4423.119141
	Iteration 19Q: 3 clusters Score -967880.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -967982.500000 Penalty: 4423.119141
	Iteration 20F: 3 clusters Score -967982.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -968066.187500 Penalty: 4423.119141
	Iteration 21Q: 3 clusters Score -968066.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -968127.937500 Penalty: 4423.119141
	Iteration 22Q: 3 clusters Score -968127.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -968173.312500 Penalty: 4423.119141
	Iteration 23Q: 3 clusters Score -968173.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -968210.875000 Penalty: 4423.119141
	Iteration 24Q: 3 clusters Score -968210.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -968242.250000 Penalty: 4423.119141
	Iteration 25Q: 3 clusters Score -968242.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -968275.812500 Penalty: 4423.119141
	Iteration 26Q: 3 clusters Score -968275.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -968299.500000 Penalty: 4423.119141
	Iteration 27Q: 3 clusters Score -968299.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -968319.500000 Penalty: 4423.119141
	Iteration 28Q: 3 clusters Score -968319.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -968341.125000 Penalty: 4423.119141
	Iteration 29Q: 3 clusters Score -968341.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -968355.250000 Penalty: 4423.119141
	Iteration 30Q: 3 clusters Score -968355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -968368.750000 Penalty: 4423.119141
	Iteration 31Q: 3 clusters Score -968368.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -968375.687500 Penalty: 4423.119141
	Iteration 32Q: 3 clusters Score -968375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -968380.375000 Penalty: 4423.119141
	Iteration 33Q: 3 clusters Score -968380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -968386.125000 Penalty: 4423.119141
	Iteration 34Q: 3 clusters Score -968386.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -968388.812500 Penalty: 4423.119141
	Iteration 35Q: 3 clusters Score -968388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -968393.250000 Penalty: 4423.119141
	Iteration 36Q: 3 clusters Score -968393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -968396.312500 Penalty: 4423.119141
	Iteration 37Q: 3 clusters Score -968396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -968399.062500 Penalty: 4423.119141
	Iteration 38Q: 3 clusters Score -968399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -968400.437500 Penalty: 4423.119141
	Iteration 39Q: 3 clusters Score -968400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -968400.437500 Penalty: 4423.119141
	Iteration 40F: 3 clusters Score -968400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -23705.042969 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -23705.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22516.591797 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -22516.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22683.947266 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -22683.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22764.263672 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -22764.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22905.095703 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -22905.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23096.140625 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -23096.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23332.755859 Penalty: 2752.341797
	Iteration 5F: 3 clusters Score -23332.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23561.339844 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -23561.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23719.568359 Penalty: 2752.341797
	Iteration 7Q: 3 clusters Score -23719.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23849.574219 Penalty: 2752.341797
	Iteration 8Q: 3 clusters Score -23849.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23890.292969 Penalty: 2752.341797
	Iteration 9Q: 3 clusters Score -23890.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23986.253906 Penalty: 2752.341797
	Iteration 10Q: 3 clusters Score -23986.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24097.605469 Penalty: 2752.341797
	Iteration 11Q: 3 clusters Score -24097.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24097.605469 Penalty: 2752.341797
	Iteration 12F: 3 clusters Score -24097.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 153241 members 
Mstep: Class 3 contains 197815 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 99 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177877 members 
Mstep: Class 12 contains 177708 members 
Mstep: Class 13 contains 82086 members 
Mstep: Class 14 contains 206730 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 61721 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 158 members 
Entering Unmasked Estep 
Score: -149681456.000000 Penalty: 72857.820312
Splitting cluster 7 changes total score from -149683168.000000 to -149681456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -220737.437500 Penalty: 1866.358765
	Iteration 0F: 2 clusters Score -220737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -218253.953125 Penalty: 3732.717529
	Iteration 0F: 3 clusters Score -218254 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -218716.781250 Penalty: 3732.717529
	Iteration 1F: 3 clusters Score -218716.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218823.640625 Penalty: 3732.717529
	Iteration 2F: 3 clusters Score -218823.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -218871.890625 Penalty: 3732.717529
	Iteration 3Q: 3 clusters Score -218871.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -218907.625000 Penalty: 3732.717529
	Iteration 4Q: 3 clusters Score -218907.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -218928.500000 Penalty: 3732.717529
	Iteration 5Q: 3 clusters Score -218928.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218946.140625 Penalty: 3732.717529
	Iteration 6Q: 3 clusters Score -218946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -218954.859375 Penalty: 3732.717529
	Iteration 7Q: 3 clusters Score -218954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218960.953125 Penalty: 3732.717529
	Iteration 8Q: 3 clusters Score -218961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218967.078125 Penalty: 3732.717529
	Iteration 9Q: 3 clusters Score -218967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -218969.953125 Penalty: 3732.717529
	Iteration 10Q: 3 clusters Score -218970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -218972.468750 Penalty: 3732.717529
	Iteration 11Q: 3 clusters Score -218972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -218973.750000 Penalty: 3732.717529
	Iteration 12Q: 3 clusters Score -218973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -218973.937500 Penalty: 3732.717529
	Iteration 13Q: 3 clusters Score -218973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -218974.187500 Penalty: 3732.717529
	Iteration 14Q: 3 clusters Score -218974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -218975.421875 Penalty: 3732.717529
	Iteration 15Q: 3 clusters Score -218975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218976.265625 Penalty: 3732.717529
	Iteration 16Q: 3 clusters Score -218976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -218978.296875 Penalty: 3732.717529
	Iteration 17Q: 3 clusters Score -218978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -218980.578125 Penalty: 3732.717529
	Iteration 18Q: 3 clusters Score -218980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -218980.671875 Penalty: 3732.717529
	Iteration 19Q: 3 clusters Score -218980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -218980.671875 Penalty: 3732.717529
	Iteration 20F: 3 clusters Score -218980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -70309.382812 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -70309.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68815.632812 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -68815.63 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69540.406250 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -69540.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70404.890625 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -70404.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70849.726562 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -70849.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -71036.031250 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -71036.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71187.914062 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -71187.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71238.875000 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -71238.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71238.875000 Penalty: 3220.901855
	Iteration 7F: 3 clusters Score -71238.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 153241 members 
Mstep: Class 3 contains 197815 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 174 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177877 members 
Mstep: Class 12 contains 177708 members 
Mstep: Class 13 contains 82086 members 
Mstep: Class 14 contains 206730 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 61721 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 487 members 
Entering Unmasked Estep 
Score: -149682096.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149683168.000000 to -149682096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -75035.632812 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -75035.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73462.156250 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -73462.16 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73712.304688 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -73712.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73807.484375 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -73807.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73849.710938 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -73849.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73870.976562 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -73870.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73886.750000 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -73886.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73896.859375 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -73896.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73904.632812 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -73904.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73906.562500 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -73906.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73908.523438 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -73908.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73910.296875 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -73910.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73917.773438 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -73917.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73922.835938 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -73922.84 nChanged 3
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: -73929.585938 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -73929.59 nChanged 4
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: -73938.320312 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -73938.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73946.984375 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -73946.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73950.156250 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -73950.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73957.609375 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -73957.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73966.968750 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -73966.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73978.656250 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -73978.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73985.578125 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -73985.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73989.093750 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -73989.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74002.929688 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -74002.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74009.828125 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -74009.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74017.773438 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -74017.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74020.757812 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -74020.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74025.546875 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -74025.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74030.265625 Penalty: 3218.645508
	Iteration 27Q: 3 clusters Score -74030.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74030.953125 Penalty: 3218.645508
	Iteration 28Q: 3 clusters Score -74030.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74030.953125 Penalty: 3218.645508
	Iteration 29F: 3 clusters Score -74030.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177877 members 
Entering Unmasked Estep 
Score: -22746986.000000 Penalty: 2998.034180
	Iteration 0F: 2 clusters Score -2.274699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -22629404.000000 Penalty: 5996.068359
	Iteration 0F: 3 clusters Score -2.26294e+07 nChanged 85554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -22680926.000000 Penalty: 5996.068359
	Iteration 1F: 3 clusters Score -2.268093e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -22684096.000000 Penalty: 5996.068359
	Iteration 2Q: 3 clusters Score -2.26841e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -22689650.000000 Penalty: 5996.068359
	Iteration 3F: 3 clusters Score -2.268965e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119642 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -22699076.000000 Penalty: 5996.068359
	Iteration 4F: 3 clusters Score -2.269908e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -22711934.000000 Penalty: 5996.068359
	Iteration 5F: 3 clusters Score -2.271193e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143585 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -22724886.000000 Penalty: 5996.068359
	Iteration 6F: 3 clusters Score -2.272489e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -22734456.000000 Penalty: 5996.068359
	Iteration 7F: 3 clusters Score -2.273446e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -22740396.000000 Penalty: 5996.068359
	Iteration 8Q: 3 clusters Score -2.27404e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -22742900.000000 Penalty: 5996.068359
	Iteration 9Q: 3 clusters Score -2.27429e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161705 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -22744182.000000 Penalty: 5996.068359
	Iteration 10Q: 3 clusters Score -2.274418e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -22744840.000000 Penalty: 5996.068359
	Iteration 11Q: 3 clusters Score -2.274484e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164417 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -22745348.000000 Penalty: 5996.068359
	Iteration 12Q: 3 clusters Score -2.274535e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -22745812.000000 Penalty: 5996.068359
	Iteration 13Q: 3 clusters Score -2.274581e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -22746240.000000 Penalty: 5996.068359
	Iteration 14Q: 3 clusters Score -2.274624e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -22746448.000000 Penalty: 5996.068359
	Iteration 15Q: 3 clusters Score -2.274645e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -22746674.000000 Penalty: 5996.068359
	Iteration 16Q: 3 clusters Score -2.274667e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -22746788.000000 Penalty: 5996.068359
	Iteration 17Q: 3 clusters Score -2.274679e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -22746916.000000 Penalty: 5996.068359
	Iteration 18Q: 3 clusters Score -2.274692e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -22746970.000000 Penalty: 5996.068359
	Iteration 19Q: 3 clusters Score -2.274697e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170594 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -22747002.000000 Penalty: 5996.068359
	Iteration 20F: 3 clusters Score -2.2747e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -22746968.000000 Penalty: 5996.068359
	Iteration 21Q: 3 clusters Score -2.274697e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171350 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -22747044.000000 Penalty: 5996.068359
	Iteration 22Q: 3 clusters Score -2.274704e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -22747044.000000 Penalty: 5996.068359
	Iteration 23Q: 3 clusters Score -2.274704e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -22747068.000000 Penalty: 5996.068359
	Iteration 24Q: 3 clusters Score -2.274707e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -22747062.000000 Penalty: 5996.068359
	Iteration 25Q: 3 clusters Score -2.274706e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172290 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -22747094.000000 Penalty: 5996.068359
	Iteration 26Q: 3 clusters Score -2.274709e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -22747042.000000 Penalty: 5996.068359
	Iteration 27Q: 3 clusters Score -2.274704e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172622 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -22747068.000000 Penalty: 5996.068359
	Iteration 28Q: 3 clusters Score -2.274707e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -22747048.000000 Penalty: 5996.068359
	Iteration 29Q: 3 clusters Score -2.274705e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -22747022.000000 Penalty: 5996.068359
	Iteration 30Q: 3 clusters Score -2.274702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172952 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -22747048.000000 Penalty: 5996.068359
	Iteration 31Q: 3 clusters Score -2.274705e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173030 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -22747024.000000 Penalty: 5996.068359
	Iteration 32Q: 3 clusters Score -2.274702e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -22746994.000000 Penalty: 5996.068359
	Iteration 33Q: 3 clusters Score -2.274699e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173156 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -22746972.000000 Penalty: 5996.068359
	Iteration 34Q: 3 clusters Score -2.274697e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173205 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -22746982.000000 Penalty: 5996.068359
	Iteration 35Q: 3 clusters Score -2.274698e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173252 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -22746964.000000 Penalty: 5996.068359
	Iteration 36Q: 3 clusters Score -2.274696e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173291 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -22746994.000000 Penalty: 5996.068359
	Iteration 37Q: 3 clusters Score -2.274699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -22746984.000000 Penalty: 5996.068359
	Iteration 38Q: 3 clusters Score -2.274698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -22746986.000000 Penalty: 5996.068359
	Iteration 39Q: 3 clusters Score -2.274699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -22746958.000000 Penalty: 5996.068359
	Iteration 40F: 3 clusters Score -2.274696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -22746964.000000 Penalty: 5996.068359
	Iteration 41Q: 3 clusters Score -2.274696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173438 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -22746950.000000 Penalty: 5996.068359
	Iteration 42Q: 3 clusters Score -2.274695e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173454 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -22746940.000000 Penalty: 5996.068359
	Iteration 43Q: 3 clusters Score -2.274694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -22746960.000000 Penalty: 5996.068359
	Iteration 44Q: 3 clusters Score -2.274696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173482 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -22746944.000000 Penalty: 5996.068359
	Iteration 45Q: 3 clusters Score -2.274694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173491 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -22746946.000000 Penalty: 5996.068359
	Iteration 46Q: 3 clusters Score -2.274695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173500 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -22746946.000000 Penalty: 5996.068359
	Iteration 47Q: 3 clusters Score -2.274695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173506 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -22746944.000000 Penalty: 5996.068359
	Iteration 48Q: 3 clusters Score -2.274694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -22746944.000000 Penalty: 5996.068359
	Iteration 49Q: 3 clusters Score -2.274694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173514 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -22746948.000000 Penalty: 5996.068359
	Iteration 50Q: 3 clusters Score -2.274695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173522 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -22746952.000000 Penalty: 5996.068359
	Iteration 51Q: 3 clusters Score -2.274695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173534 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -22746958.000000 Penalty: 5996.068359
	Iteration 52Q: 3 clusters Score -2.274696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173552 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -22746964.000000 Penalty: 5996.068359
	Iteration 53Q: 3 clusters Score -2.274696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -22746972.000000 Penalty: 5996.068359
	Iteration 54Q: 3 clusters Score -2.274697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173576 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -22746970.000000 Penalty: 5996.068359
	Iteration 55Q: 3 clusters Score -2.274697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -22746962.000000 Penalty: 5996.068359
	Iteration 56Q: 3 clusters Score -2.274696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173598 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -22746930.000000 Penalty: 5996.068359
	Iteration 57Q: 3 clusters Score -2.274693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173613 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -22746922.000000 Penalty: 5996.068359
	Iteration 58Q: 3 clusters Score -2.274692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -22746928.000000 Penalty: 5996.068359
	Iteration 59Q: 3 clusters Score -2.274693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173629 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -22746932.000000 Penalty: 5996.068359
	Iteration 60F: 3 clusters Score -2.274693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173637 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22746926.000000 Penalty: 5996.068359
	Iteration 61Q: 3 clusters Score -2.274693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -22746962.000000 Penalty: 5996.068359
	Iteration 62Q: 3 clusters Score -2.274696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -22746944.000000 Penalty: 5996.068359
	Iteration 63Q: 3 clusters Score -2.274694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173655 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -22746946.000000 Penalty: 5996.068359
	Iteration 64Q: 3 clusters Score -2.274695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -22746938.000000 Penalty: 5996.068359
	Iteration 65Q: 3 clusters Score -2.274694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -22746936.000000 Penalty: 5996.068359
	Iteration 66Q: 3 clusters Score -2.274694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -22746936.000000 Penalty: 5996.068359
	Iteration 67Q: 3 clusters Score -2.274694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173675 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -22746900.000000 Penalty: 5996.068359
	Iteration 68Q: 3 clusters Score -2.27469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -22746916.000000 Penalty: 5996.068359
	Iteration 69Q: 3 clusters Score -2.274692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -22746928.000000 Penalty: 5996.068359
	Iteration 70Q: 3 clusters Score -2.274693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173689 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -22746922.000000 Penalty: 5996.068359
	Iteration 71Q: 3 clusters Score -2.274692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173696 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -22746918.000000 Penalty: 5996.068359
	Iteration 72Q: 3 clusters Score -2.274692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173701 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -22746914.000000 Penalty: 5996.068359
	Iteration 73Q: 3 clusters Score -2.274691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173706 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22746900.000000 Penalty: 5996.068359
	Iteration 74Q: 3 clusters Score -2.27469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173706 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22746900.000000 Penalty: 5996.068359
	Iteration 75F: 3 clusters Score -2.27469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (177708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Entering Unmasked Estep 
Score: -22849350.000000 Penalty: 2997.798584
	Iteration 0F: 2 clusters Score -2.284935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -22732706.000000 Penalty: 5995.597168
	Iteration 0F: 3 clusters Score -2.273271e+07 nChanged 85181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -22782980.000000 Penalty: 5995.597168
	Iteration 1F: 3 clusters Score -2.278298e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 90147 members 
Entering Unmasked Estep 
Score: -22783784.000000 Penalty: 5995.597168
	Iteration 2Q: 3 clusters Score -2.278378e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -22784762.000000 Penalty: 5995.597168
	Iteration 3Q: 3 clusters Score -2.278476e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 92578 members 
Entering Unmasked Estep 
Score: -22785624.000000 Penalty: 5995.597168
	Iteration 4Q: 3 clusters Score -2.278562e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -22786894.000000 Penalty: 5995.597168
	Iteration 5Q: 3 clusters Score -2.278689e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -22788636.000000 Penalty: 5995.597168
	Iteration 6Q: 3 clusters Score -2.278864e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -22790958.000000 Penalty: 5995.597168
	Iteration 7Q: 3 clusters Score -2.279096e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 110732 members 
Entering Unmasked Estep 
Score: -22794728.000000 Penalty: 5995.597168
	Iteration 8Q: 3 clusters Score -2.279473e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -22800860.000000 Penalty: 5995.597168
	Iteration 9F: 3 clusters Score -2.280086e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 133618 members 
Entering Unmasked Estep 
Score: -22810578.000000 Penalty: 5995.597168
	Iteration 10F: 3 clusters Score -2.281058e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 147949 members 
Entering Unmasked Estep 
Score: -22822666.000000 Penalty: 5995.597168
	Iteration 11F: 3 clusters Score -2.282267e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -22833852.000000 Penalty: 5995.597168
	Iteration 12F: 3 clusters Score -2.283385e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -22841146.000000 Penalty: 5995.597168
	Iteration 13Q: 3 clusters Score -2.284115e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -22844312.000000 Penalty: 5995.597168
	Iteration 14Q: 3 clusters Score -2.284431e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -22845576.000000 Penalty: 5995.597168
	Iteration 15Q: 3 clusters Score -2.284558e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 176490 members 
Entering Unmasked Estep 
Score: -22846140.000000 Penalty: 5995.597168
	Iteration 16Q: 3 clusters Score -2.284614e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -22846428.000000 Penalty: 5995.597168
	Iteration 17Q: 3 clusters Score -2.284643e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 176988 members 
Entering Unmasked Estep 
Score: -22846564.000000 Penalty: 5995.597168
	Iteration 18Q: 3 clusters Score -2.284656e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 177088 members 
Entering Unmasked Estep 
Score: -22846674.000000 Penalty: 5995.597168
	Iteration 19Q: 3 clusters Score -2.284667e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 177133 members 
Entering Unmasked Estep 
Score: -22846722.000000 Penalty: 5995.597168
	Iteration 20F: 3 clusters Score -2.284672e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -22846732.000000 Penalty: 5995.597168
	Iteration 21Q: 3 clusters Score -2.284673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 177179 members 
Entering Unmasked Estep 
Score: -22846758.000000 Penalty: 5995.597168
	Iteration 22Q: 3 clusters Score -2.284676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -22846794.000000 Penalty: 5995.597168
	Iteration 23Q: 3 clusters Score -2.284679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -22846806.000000 Penalty: 5995.597168
	Iteration 24Q: 3 clusters Score -2.284681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -22846788.000000 Penalty: 5995.597168
	Iteration 25Q: 3 clusters Score -2.284679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 177208 members 
Entering Unmasked Estep 
Score: -22846788.000000 Penalty: 5995.597168
	Iteration 26Q: 3 clusters Score -2.284679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 177209 members 
Entering Unmasked Estep 
Score: -22846800.000000 Penalty: 5995.597168
	Iteration 27Q: 3 clusters Score -2.28468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 177212 members 
Entering Unmasked Estep 
Score: -22846792.000000 Penalty: 5995.597168
	Iteration 28Q: 3 clusters Score -2.284679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -22846794.000000 Penalty: 5995.597168
	Iteration 29Q: 3 clusters Score -2.284679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 177221 members 
Entering Unmasked Estep 
Score: -22846804.000000 Penalty: 5995.597168
	Iteration 30Q: 3 clusters Score -2.28468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 177221 members 
Entering Unmasked Estep 
Score: -22846822.000000 Penalty: 5995.597168
	Iteration 31Q: 3 clusters Score -2.284682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177224 members 
Entering Unmasked Estep 
Score: -22846826.000000 Penalty: 5995.597168
	Iteration 32Q: 3 clusters Score -2.284683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177227 members 
Entering Unmasked Estep 
Score: -22846824.000000 Penalty: 5995.597168
	Iteration 33Q: 3 clusters Score -2.284682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 177229 members 
Entering Unmasked Estep 
Score: -22846826.000000 Penalty: 5995.597168
	Iteration 34Q: 3 clusters Score -2.284683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -22846822.000000 Penalty: 5995.597168
	Iteration 35Q: 3 clusters Score -2.284682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 177230 members 
Entering Unmasked Estep 
Score: -22846822.000000 Penalty: 5995.597168
	Iteration 36F: 3 clusters Score -2.284682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Entering Unmasked Estep 
Score: -10259098.000000 Penalty: 2806.249756
	Iteration 0F: 2 clusters Score -1.02591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -10204169.000000 Penalty: 5612.499512
	Iteration 0F: 3 clusters Score -1.020417e+07 nChanged 38658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -10226052.000000 Penalty: 5612.499512
	Iteration 1F: 3 clusters Score -1.022605e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -10226941.000000 Penalty: 5612.499512
	Iteration 2Q: 3 clusters Score -1.022694e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -10227827.000000 Penalty: 5612.499512
	Iteration 3Q: 3 clusters Score -1.022783e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -10229239.000000 Penalty: 5612.499512
	Iteration 4Q: 3 clusters Score -1.022924e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -10231417.000000 Penalty: 5612.499512
	Iteration 5F: 3 clusters Score -1.023142e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -10234721.000000 Penalty: 5612.499512
	Iteration 6F: 3 clusters Score -1.023472e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -10238958.000000 Penalty: 5612.499512
	Iteration 7F: 3 clusters Score -1.023896e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -10243805.000000 Penalty: 5612.499512
	Iteration 8F: 3 clusters Score -1.02438e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -10248514.000000 Penalty: 5612.499512
	Iteration 9F: 3 clusters Score -1.024851e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -10252728.000000 Penalty: 5612.499512
	Iteration 10Q: 3 clusters Score -1.025273e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -10255222.000000 Penalty: 5612.499512
	Iteration 11Q: 3 clusters Score -1.025522e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -10256165.000000 Penalty: 5612.499512
	Iteration 12Q: 3 clusters Score -1.025616e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -10256555.000000 Penalty: 5612.499512
	Iteration 13Q: 3 clusters Score -1.025656e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -10256703.000000 Penalty: 5612.499512
	Iteration 14Q: 3 clusters Score -1.02567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -10256801.000000 Penalty: 5612.499512
	Iteration 15Q: 3 clusters Score -1.02568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -10256848.000000 Penalty: 5612.499512
	Iteration 16Q: 3 clusters Score -1.025685e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -10256903.000000 Penalty: 5612.499512
	Iteration 17Q: 3 clusters Score -1.02569e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -10256939.000000 Penalty: 5612.499512
	Iteration 18Q: 3 clusters Score -1.025694e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -10256973.000000 Penalty: 5612.499512
	Iteration 19Q: 3 clusters Score -1.025697e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -10256996.000000 Penalty: 5612.499512
	Iteration 20F: 3 clusters Score -1.0257e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -10257022.000000 Penalty: 5612.499512
	Iteration 21Q: 3 clusters Score -1.025702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10257028.000000 Penalty: 5612.499512
	Iteration 22Q: 3 clusters Score -1.025703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -10257071.000000 Penalty: 5612.499512
	Iteration 23Q: 3 clusters Score -1.025707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -10257074.000000 Penalty: 5612.499512
	Iteration 24Q: 3 clusters Score -1.025707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10257092.000000 Penalty: 5612.499512
	Iteration 25Q: 3 clusters Score -1.025709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -10257104.000000 Penalty: 5612.499512
	Iteration 26Q: 3 clusters Score -1.02571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -10257118.000000 Penalty: 5612.499512
	Iteration 27Q: 3 clusters Score -1.025712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10257116.000000 Penalty: 5612.499512
	Iteration 28Q: 3 clusters Score -1.025712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 81364 members 
Entering Unmasked Estep 
Score: -10257129.000000 Penalty: 5612.499512
	Iteration 29Q: 3 clusters Score -1.025713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -10257132.000000 Penalty: 5612.499512
	Iteration 30Q: 3 clusters Score -1.025713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -10257135.000000 Penalty: 5612.499512
	Iteration 31Q: 3 clusters Score -1.025714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -10257135.000000 Penalty: 5612.499512
	Iteration 32Q: 3 clusters Score -1.025714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -10257145.000000 Penalty: 5612.499512
	Iteration 33Q: 3 clusters Score -1.025714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -10257165.000000 Penalty: 5612.499512
	Iteration 34Q: 3 clusters Score -1.025716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -10257172.000000 Penalty: 5612.499512
	Iteration 35Q: 3 clusters Score -1.025717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -10257160.000000 Penalty: 5612.499512
	Iteration 36Q: 3 clusters Score -1.025716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -10257174.000000 Penalty: 5612.499512
	Iteration 37Q: 3 clusters Score -1.025717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -10257186.000000 Penalty: 5612.499512
	Iteration 38Q: 3 clusters Score -1.025719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -10257193.000000 Penalty: 5612.499512
	Iteration 39Q: 3 clusters Score -1.025719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -10257194.000000 Penalty: 5612.499512
	Iteration 40F: 3 clusters Score -1.025719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -10257202.000000 Penalty: 5612.499512
	Iteration 41Q: 3 clusters Score -1.02572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -10257218.000000 Penalty: 5612.499512
	Iteration 42Q: 3 clusters Score -1.025722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -10257213.000000 Penalty: 5612.499512
	Iteration 43Q: 3 clusters Score -1.025721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -10257210.000000 Penalty: 5612.499512
	Iteration 44Q: 3 clusters Score -1.025721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -10257209.000000 Penalty: 5612.499512
	Iteration 45Q: 3 clusters Score -1.025721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -10257213.000000 Penalty: 5612.499512
	Iteration 46Q: 3 clusters Score -1.025721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -10257221.000000 Penalty: 5612.499512
	Iteration 47Q: 3 clusters Score -1.025722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -10257233.000000 Penalty: 5612.499512
	Iteration 48Q: 3 clusters Score -1.025723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -10257230.000000 Penalty: 5612.499512
	Iteration 49Q: 3 clusters Score -1.025723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -10257222.000000 Penalty: 5612.499512
	Iteration 50Q: 3 clusters Score -1.025722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -10257231.000000 Penalty: 5612.499512
	Iteration 51Q: 3 clusters Score -1.025723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -10257231.000000 Penalty: 5612.499512
	Iteration 52F: 3 clusters Score -1.025723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (206730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206730 members 
Entering Unmasked Estep 
Score: -26613614.000000 Penalty: 3035.313965
	Iteration 0F: 2 clusters Score -2.661361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -26481990.000000 Penalty: 6070.627930
	Iteration 0F: 3 clusters Score -2.648199e+07 nChanged 99424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 103604 members 
Entering Unmasked Estep 
Score: -26540432.000000 Penalty: 6070.627930
	Iteration 1F: 3 clusters Score -2.654043e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -26541176.000000 Penalty: 6070.627930
	Iteration 2Q: 3 clusters Score -2.654118e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -26541984.000000 Penalty: 6070.627930
	Iteration 3Q: 3 clusters Score -2.654198e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102306 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -26543060.000000 Penalty: 6070.627930
	Iteration 4Q: 3 clusters Score -2.654306e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -26544500.000000 Penalty: 6070.627930
	Iteration 5Q: 3 clusters Score -2.65445e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -26546416.000000 Penalty: 6070.627930
	Iteration 6Q: 3 clusters Score -2.654642e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -26549186.000000 Penalty: 6070.627930
	Iteration 7Q: 3 clusters Score -2.654919e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -26553190.000000 Penalty: 6070.627930
	Iteration 8Q: 3 clusters Score -2.655319e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -26559220.000000 Penalty: 6070.627930
	Iteration 9F: 3 clusters Score -2.655922e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -26567734.000000 Penalty: 6070.627930
	Iteration 10F: 3 clusters Score -2.656773e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 110387 members 
Entering Unmasked Estep 
Score: -26576164.000000 Penalty: 6070.627930
	Iteration 11F: 3 clusters Score -2.657616e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -26581920.000000 Penalty: 6070.627930
	Iteration 12F: 3 clusters Score -2.658192e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -26583974.000000 Penalty: 6070.627930
	Iteration 13Q: 3 clusters Score -2.658397e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 112147 members 
Entering Unmasked Estep 
Score: -26584754.000000 Penalty: 6070.627930
	Iteration 14Q: 3 clusters Score -2.658475e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -26585220.000000 Penalty: 6070.627930
	Iteration 15Q: 3 clusters Score -2.658522e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -26585570.000000 Penalty: 6070.627930
	Iteration 16Q: 3 clusters Score -2.658557e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -26586102.000000 Penalty: 6070.627930
	Iteration 17Q: 3 clusters Score -2.65861e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -26586652.000000 Penalty: 6070.627930
	Iteration 18Q: 3 clusters Score -2.658665e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 116940 members 
Entering Unmasked Estep 
Score: -26587174.000000 Penalty: 6070.627930
	Iteration 19Q: 3 clusters Score -2.658717e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -26587664.000000 Penalty: 6070.627930
	Iteration 20F: 3 clusters Score -2.658766e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 119500 members 
Entering Unmasked Estep 
Score: -26588334.000000 Penalty: 6070.627930
	Iteration 21Q: 3 clusters Score -2.658833e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 120928 members 
Entering Unmasked Estep 
Score: -26589036.000000 Penalty: 6070.627930
	Iteration 22Q: 3 clusters Score -2.658904e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 122480 members 
Entering Unmasked Estep 
Score: -26589844.000000 Penalty: 6070.627930
	Iteration 23Q: 3 clusters Score -2.658984e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -26590626.000000 Penalty: 6070.627930
	Iteration 24Q: 3 clusters Score -2.659063e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -26591464.000000 Penalty: 6070.627930
	Iteration 25Q: 3 clusters Score -2.659146e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -26592400.000000 Penalty: 6070.627930
	Iteration 26Q: 3 clusters Score -2.65924e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
Score: -26593678.000000 Penalty: 6070.627930
	Iteration 27Q: 3 clusters Score -2.659368e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -26595042.000000 Penalty: 6070.627930
	Iteration 28Q: 3 clusters Score -2.659504e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -26596522.000000 Penalty: 6070.627930
	Iteration 29Q: 3 clusters Score -2.659652e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -26598166.000000 Penalty: 6070.627930
	Iteration 30Q: 3 clusters Score -2.659817e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 137347 members 
Entering Unmasked Estep 
Score: -26599546.000000 Penalty: 6070.627930
	Iteration 31Q: 3 clusters Score -2.659955e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 138937 members 
Entering Unmasked Estep 
Score: -26600812.000000 Penalty: 6070.627930
	Iteration 32Q: 3 clusters Score -2.660081e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 140378 members 
Entering Unmasked Estep 
Score: -26601860.000000 Penalty: 6070.627930
	Iteration 33Q: 3 clusters Score -2.660186e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 141600 members 
Entering Unmasked Estep 
Score: -26602982.000000 Penalty: 6070.627930
	Iteration 34Q: 3 clusters Score -2.660298e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -26603940.000000 Penalty: 6070.627930
	Iteration 35Q: 3 clusters Score -2.660394e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 143441 members 
Entering Unmasked Estep 
Score: -26604972.000000 Penalty: 6070.627930
	Iteration 36Q: 3 clusters Score -2.660497e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 144142 members 
Entering Unmasked Estep 
Score: -26605638.000000 Penalty: 6070.627930
	Iteration 37Q: 3 clusters Score -2.660564e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 144770 members 
Entering Unmasked Estep 
Score: -26606028.000000 Penalty: 6070.627930
	Iteration 38Q: 3 clusters Score -2.660603e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -26606392.000000 Penalty: 6070.627930
	Iteration 39Q: 3 clusters Score -2.660639e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 145994 members 
Entering Unmasked Estep 
Score: -26606868.000000 Penalty: 6070.627930
	Iteration 40F: 3 clusters Score -2.660687e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -26607036.000000 Penalty: 6070.627930
	Iteration 41Q: 3 clusters Score -2.660704e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -26607376.000000 Penalty: 6070.627930
	Iteration 42Q: 3 clusters Score -2.660738e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 147915 members 
Entering Unmasked Estep 
Score: -26607592.000000 Penalty: 6070.627930
	Iteration 43Q: 3 clusters Score -2.660759e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -26607694.000000 Penalty: 6070.627930
	Iteration 44Q: 3 clusters Score -2.660769e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 149202 members 
Entering Unmasked Estep 
Score: -26607800.000000 Penalty: 6070.627930
	Iteration 45Q: 3 clusters Score -2.66078e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
Score: -26607918.000000 Penalty: 6070.627930
	Iteration 46Q: 3 clusters Score -2.660792e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -26608016.000000 Penalty: 6070.627930
	Iteration 47Q: 3 clusters Score -2.660802e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 151231 members 
Entering Unmasked Estep 
Score: -26608120.000000 Penalty: 6070.627930
	Iteration 48Q: 3 clusters Score -2.660812e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 151922 members 
Entering Unmasked Estep 
Score: -26608088.000000 Penalty: 6070.627930
	Iteration 49Q: 3 clusters Score -2.660809e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 152594 members 
Entering Unmasked Estep 
Score: -26608100.000000 Penalty: 6070.627930
	Iteration 50Q: 3 clusters Score -2.66081e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 153266 members 
Entering Unmasked Estep 
Score: -26608150.000000 Penalty: 6070.627930
	Iteration 51Q: 3 clusters Score -2.660815e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -26608214.000000 Penalty: 6070.627930
	Iteration 52Q: 3 clusters Score -2.660821e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 154709 members 
Entering Unmasked Estep 
Score: -26608166.000000 Penalty: 6070.627930
	Iteration 53Q: 3 clusters Score -2.660817e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -26608384.000000 Penalty: 6070.627930
	Iteration 54Q: 3 clusters Score -2.660838e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -26608376.000000 Penalty: 6070.627930
	Iteration 55Q: 3 clusters Score -2.660838e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -26608414.000000 Penalty: 6070.627930
	Iteration 56Q: 3 clusters Score -2.660841e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -26608510.000000 Penalty: 6070.627930
	Iteration 57Q: 3 clusters Score -2.660851e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 158213 members 
Entering Unmasked Estep 
Score: -26608570.000000 Penalty: 6070.627930
	Iteration 58Q: 3 clusters Score -2.660857e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -26608650.000000 Penalty: 6070.627930
	Iteration 59Q: 3 clusters Score -2.660865e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -26608720.000000 Penalty: 6070.627930
	Iteration 60F: 3 clusters Score -2.660872e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -26608828.000000 Penalty: 6070.627930
	Iteration 61Q: 3 clusters Score -2.660883e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -26608822.000000 Penalty: 6070.627930
	Iteration 62Q: 3 clusters Score -2.660882e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 161724 members 
Entering Unmasked Estep 
Score: -26608918.000000 Penalty: 6070.627930
	Iteration 63Q: 3 clusters Score -2.660892e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 162409 members 
Entering Unmasked Estep 
Score: -26608964.000000 Penalty: 6070.627930
	Iteration 64Q: 3 clusters Score -2.660896e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -26608942.000000 Penalty: 6070.627930
	Iteration 65Q: 3 clusters Score -2.660894e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -26608986.000000 Penalty: 6070.627930
	Iteration 66Q: 3 clusters Score -2.660899e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
Score: -26609020.000000 Penalty: 6070.627930
	Iteration 67Q: 3 clusters Score -2.660902e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -26609016.000000 Penalty: 6070.627930
	Iteration 68Q: 3 clusters Score -2.660902e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -26609052.000000 Penalty: 6070.627930
	Iteration 69Q: 3 clusters Score -2.660905e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 166270 members 
Entering Unmasked Estep 
Score: -26609150.000000 Penalty: 6070.627930
	Iteration 70Q: 3 clusters Score -2.660915e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 166960 members 
Entering Unmasked Estep 
Score: -26609254.000000 Penalty: 6070.627930
	Iteration 71Q: 3 clusters Score -2.660925e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -26609224.000000 Penalty: 6070.627930
	Iteration 72Q: 3 clusters Score -2.660922e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 168411 members 
Entering Unmasked Estep 
Score: -26609214.000000 Penalty: 6070.627930
	Iteration 73Q: 3 clusters Score -2.660921e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -26609180.000000 Penalty: 6070.627930
	Iteration 74Q: 3 clusters Score -2.660918e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 169952 members 
Entering Unmasked Estep 
Score: -26609188.000000 Penalty: 6070.627930
	Iteration 75Q: 3 clusters Score -2.660919e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 170700 members 
Entering Unmasked Estep 
Score: -26609150.000000 Penalty: 6070.627930
	Iteration 76Q: 3 clusters Score -2.660915e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -26609128.000000 Penalty: 6070.627930
	Iteration 77Q: 3 clusters Score -2.660913e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 172379 members 
Entering Unmasked Estep 
Score: -26609152.000000 Penalty: 6070.627930
	Iteration 78Q: 3 clusters Score -2.660915e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 173301 members 
Entering Unmasked Estep 
Score: -26609158.000000 Penalty: 6070.627930
	Iteration 79Q: 3 clusters Score -2.660916e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -26609164.000000 Penalty: 6070.627930
	Iteration 80F: 3 clusters Score -2.660916e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 175297 members 
Entering Unmasked Estep 
Score: -26609126.000000 Penalty: 6070.627930
	Iteration 81Q: 3 clusters Score -2.660913e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 176359 members 
Entering Unmasked Estep 
Score: -26609168.000000 Penalty: 6070.627930
	Iteration 82Q: 3 clusters Score -2.660917e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 177389 members 
Entering Unmasked Estep 
Score: -26609244.000000 Penalty: 6070.627930
	Iteration 83Q: 3 clusters Score -2.660924e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -26609272.000000 Penalty: 6070.627930
	Iteration 84Q: 3 clusters Score -2.660927e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 179440 members 
Entering Unmasked Estep 
Score: -26609364.000000 Penalty: 6070.627930
	Iteration 85Q: 3 clusters Score -2.660936e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 180541 members 
Entering Unmasked Estep 
Score: -26609348.000000 Penalty: 6070.627930
	Iteration 86Q: 3 clusters Score -2.660935e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -26609428.000000 Penalty: 6070.627930
	Iteration 87Q: 3 clusters Score -2.660943e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 182869 members 
Entering Unmasked Estep 
Score: -26609394.000000 Penalty: 6070.627930
	Iteration 88Q: 3 clusters Score -2.660939e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 184137 members 
Entering Unmasked Estep 
Score: -26609458.000000 Penalty: 6070.627930
	Iteration 89Q: 3 clusters Score -2.660946e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 185365 members 
Entering Unmasked Estep 
Score: -26609700.000000 Penalty: 6070.627930
	Iteration 90Q: 3 clusters Score -2.66097e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 186635 members 
Entering Unmasked Estep 
Score: -26609870.000000 Penalty: 6070.627930
	Iteration 91Q: 3 clusters Score -2.660987e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 187845 members 
Entering Unmasked Estep 
Score: -26609936.000000 Penalty: 6070.627930
	Iteration 92Q: 3 clusters Score -2.660994e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 189074 members 
Entering Unmasked Estep 
Score: -26610064.000000 Penalty: 6070.627930
	Iteration 93Q: 3 clusters Score -2.661006e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 190277 members 
Entering Unmasked Estep 
Score: -26610068.000000 Penalty: 6070.627930
	Iteration 94Q: 3 clusters Score -2.661007e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 191424 members 
Entering Unmasked Estep 
Score: -26610220.000000 Penalty: 6070.627930
	Iteration 95Q: 3 clusters Score -2.661022e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 192580 members 
Entering Unmasked Estep 
Score: -26610254.000000 Penalty: 6070.627930
	Iteration 96Q: 3 clusters Score -2.661025e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 193746 members 
Entering Unmasked Estep 
Score: -26610208.000000 Penalty: 6070.627930
	Iteration 97Q: 3 clusters Score -2.661021e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 194822 members 
Entering Unmasked Estep 
Score: -26610272.000000 Penalty: 6070.627930
	Iteration 98Q: 3 clusters Score -2.661027e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 195854 members 
Entering Unmasked Estep 
Score: -26610274.000000 Penalty: 6070.627930
	Iteration 99Q: 3 clusters Score -2.661027e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 196817 members 
Entering Unmasked Estep 
Score: -26610364.000000 Penalty: 6070.627930
	Iteration 100F: 3 clusters Score -2.661036e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 197814 members 
Entering Unmasked Estep 
Score: -26610558.000000 Penalty: 6070.627930
	Iteration 101Q: 3 clusters Score -2.661056e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 198727 members 
Entering Unmasked Estep 
Score: -26610646.000000 Penalty: 6070.627930
	Iteration 102Q: 3 clusters Score -2.661065e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 199595 members 
Entering Unmasked Estep 
Score: -26610638.000000 Penalty: 6070.627930
	Iteration 103Q: 3 clusters Score -2.661064e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 200408 members 
Entering Unmasked Estep 
Score: -26610808.000000 Penalty: 6070.627930
	Iteration 104Q: 3 clusters Score -2.661081e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 201139 members 
Entering Unmasked Estep 
Score: -26610952.000000 Penalty: 6070.627930
	Iteration 105Q: 3 clusters Score -2.661095e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 201809 members 
Entering Unmasked Estep 
Score: -26611066.000000 Penalty: 6070.627930
	Iteration 106Q: 3 clusters Score -2.661107e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 202398 members 
Entering Unmasked Estep 
Score: -26611190.000000 Penalty: 6070.627930
	Iteration 107Q: 3 clusters Score -2.661119e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 202888 members 
Entering Unmasked Estep 
Score: -26611188.000000 Penalty: 6070.627930
	Iteration 108Q: 3 clusters Score -2.661119e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 203324 members 
Entering Unmasked Estep 
Score: -26611238.000000 Penalty: 6070.627930
	Iteration 109Q: 3 clusters Score -2.661124e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 203678 members 
Entering Unmasked Estep 
Score: -26611294.000000 Penalty: 6070.627930
	Iteration 110Q: 3 clusters Score -2.661129e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 203953 members 
Entering Unmasked Estep 
Score: -26611346.000000 Penalty: 6070.627930
	Iteration 111Q: 3 clusters Score -2.661135e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 204188 members 
Entering Unmasked Estep 
Score: -26611422.000000 Penalty: 6070.627930
	Iteration 112Q: 3 clusters Score -2.661142e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 204383 members 
Entering Unmasked Estep 
Score: -26611494.000000 Penalty: 6070.627930
	Iteration 113Q: 3 clusters Score -2.661149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 204555 members 
Entering Unmasked Estep 
Score: -26611490.000000 Penalty: 6070.627930
	Iteration 114Q: 3 clusters Score -2.661149e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 204691 members 
Entering Unmasked Estep 
Score: -26611524.000000 Penalty: 6070.627930
	Iteration 115Q: 3 clusters Score -2.661152e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 204796 members 
Entering Unmasked Estep 
Score: -26611514.000000 Penalty: 6070.627930
	Iteration 116Q: 3 clusters Score -2.661151e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 204874 members 
Entering Unmasked Estep 
Score: -26611516.000000 Penalty: 6070.627930
	Iteration 117Q: 3 clusters Score -2.661152e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 204953 members 
Entering Unmasked Estep 
Score: -26611518.000000 Penalty: 6070.627930
	Iteration 118Q: 3 clusters Score -2.661152e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -26611560.000000 Penalty: 6070.627930
	Iteration 119Q: 3 clusters Score -2.661156e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 205064 members 
Entering Unmasked Estep 
Score: -26611586.000000 Penalty: 6070.627930
	Iteration 120F: 3 clusters Score -2.661159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 205098 members 
Entering Unmasked Estep 
Score: -26611570.000000 Penalty: 6070.627930
	Iteration 121Q: 3 clusters Score -2.661157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 205117 members 
Entering Unmasked Estep 
Score: -26611572.000000 Penalty: 6070.627930
	Iteration 122Q: 3 clusters Score -2.661157e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 205130 members 
Entering Unmasked Estep 
Score: -26611594.000000 Penalty: 6070.627930
	Iteration 123Q: 3 clusters Score -2.661159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 205143 members 
Entering Unmasked Estep 
Score: -26611556.000000 Penalty: 6070.627930
	Iteration 124Q: 3 clusters Score -2.661156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 205157 members 
Entering Unmasked Estep 
Score: -26611554.000000 Penalty: 6070.627930
	Iteration 125Q: 3 clusters Score -2.661155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 205168 members 
Entering Unmasked Estep 
Score: -26611562.000000 Penalty: 6070.627930
	Iteration 126Q: 3 clusters Score -2.661156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 205180 members 
Entering Unmasked Estep 
Score: -26611578.000000 Penalty: 6070.627930
	Iteration 127Q: 3 clusters Score -2.661158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 205190 members 
Entering Unmasked Estep 
Score: -26611574.000000 Penalty: 6070.627930
	Iteration 128Q: 3 clusters Score -2.661157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 205208 members 
Entering Unmasked Estep 
Score: -26611572.000000 Penalty: 6070.627930
	Iteration 129Q: 3 clusters Score -2.661157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 205220 members 
Entering Unmasked Estep 
Score: -26611570.000000 Penalty: 6070.627930
	Iteration 130Q: 3 clusters Score -2.661157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 205236 members 
Entering Unmasked Estep 
Score: -26611576.000000 Penalty: 6070.627930
	Iteration 131Q: 3 clusters Score -2.661158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 205250 members 
Entering Unmasked Estep 
Score: -26611554.000000 Penalty: 6070.627930
	Iteration 132Q: 3 clusters Score -2.661155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 205260 members 
Entering Unmasked Estep 
Score: -26611584.000000 Penalty: 6070.627930
	Iteration 133Q: 3 clusters Score -2.661158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 205281 members 
Entering Unmasked Estep 
Score: -26611598.000000 Penalty: 6070.627930
	Iteration 134Q: 3 clusters Score -2.66116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -26611620.000000 Penalty: 6070.627930
	Iteration 135Q: 3 clusters Score -2.661162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 205324 members 
Entering Unmasked Estep 
Score: -26611658.000000 Penalty: 6070.627930
	Iteration 136Q: 3 clusters Score -2.661166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 205351 members 
Entering Unmasked Estep 
Score: -26611626.000000 Penalty: 6070.627930
	Iteration 137Q: 3 clusters Score -2.661163e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 205365 members 
Entering Unmasked Estep 
Score: -26611622.000000 Penalty: 6070.627930
	Iteration 138Q: 3 clusters Score -2.661162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 205388 members 
Entering Unmasked Estep 
Score: -26611670.000000 Penalty: 6070.627930
	Iteration 139Q: 3 clusters Score -2.661167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 205415 members 
Entering Unmasked Estep 
Score: -26611668.000000 Penalty: 6070.627930
	Iteration 140F: 3 clusters Score -2.661167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 205430 members 
Entering Unmasked Estep 
Score: -26611664.000000 Penalty: 6070.627930
	Iteration 141Q: 3 clusters Score -2.661166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 205451 members 
Entering Unmasked Estep 
Score: -26611676.000000 Penalty: 6070.627930
	Iteration 142Q: 3 clusters Score -2.661168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 205471 members 
Entering Unmasked Estep 
Score: -26611686.000000 Penalty: 6070.627930
	Iteration 143Q: 3 clusters Score -2.661169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 205492 members 
Entering Unmasked Estep 
Score: -26611686.000000 Penalty: 6070.627930
	Iteration 144Q: 3 clusters Score -2.661169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 205510 members 
Entering Unmasked Estep 
Score: -26611710.000000 Penalty: 6070.627930
	Iteration 145Q: 3 clusters Score -2.661171e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 205529 members 
Entering Unmasked Estep 
Score: -26611726.000000 Penalty: 6070.627930
	Iteration 146Q: 3 clusters Score -2.661173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 205548 members 
Entering Unmasked Estep 
Score: -26611746.000000 Penalty: 6070.627930
	Iteration 147Q: 3 clusters Score -2.661175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 205564 members 
Entering Unmasked Estep 
Score: -26611744.000000 Penalty: 6070.627930
	Iteration 148Q: 3 clusters Score -2.661174e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 205561 members 
Entering Unmasked Estep 
Score: -26611776.000000 Penalty: 6070.627930
	Iteration 149Q: 3 clusters Score -2.661178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 205564 members 
Entering Unmasked Estep 
Score: -26611802.000000 Penalty: 6070.627930
	Iteration 150Q: 3 clusters Score -2.66118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 205568 members 
Entering Unmasked Estep 
Score: -26611812.000000 Penalty: 6070.627930
	Iteration 151Q: 3 clusters Score -2.661181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 205567 members 
Entering Unmasked Estep 
Score: -26611806.000000 Penalty: 6070.627930
	Iteration 152Q: 3 clusters Score -2.661181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 205564 members 
Entering Unmasked Estep 
Score: -26611832.000000 Penalty: 6070.627930
	Iteration 153Q: 3 clusters Score -2.661183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 205563 members 
Entering Unmasked Estep 
Score: -26611846.000000 Penalty: 6070.627930
	Iteration 154Q: 3 clusters Score -2.661185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 205562 members 
Entering Unmasked Estep 
Score: -26611844.000000 Penalty: 6070.627930
	Iteration 155Q: 3 clusters Score -2.661184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 205558 members 
Entering Unmasked Estep 
Score: -26611862.000000 Penalty: 6070.627930
	Iteration 156Q: 3 clusters Score -2.661186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 205552 members 
Entering Unmasked Estep 
Score: -26611884.000000 Penalty: 6070.627930
	Iteration 157Q: 3 clusters Score -2.661188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 205551 members 
Entering Unmasked Estep 
Score: -26611882.000000 Penalty: 6070.627930
	Iteration 158Q: 3 clusters Score -2.661188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 205546 members 
Entering Unmasked Estep 
Score: -26611892.000000 Penalty: 6070.627930
	Iteration 159Q: 3 clusters Score -2.661189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 205540 members 
Entering Unmasked Estep 
Score: -26611886.000000 Penalty: 6070.627930
	Iteration 160F: 3 clusters Score -2.661189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 205539 members 
Entering Unmasked Estep 
Score: -26611872.000000 Penalty: 6070.627930
	Iteration 161Q: 3 clusters Score -2.661187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 205535 members 
Entering Unmasked Estep 
Score: -26611876.000000 Penalty: 6070.627930
	Iteration 162Q: 3 clusters Score -2.661188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 205524 members 
Entering Unmasked Estep 
Score: -26611896.000000 Penalty: 6070.627930
	Iteration 163Q: 3 clusters Score -2.66119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -26611906.000000 Penalty: 6070.627930
	Iteration 164Q: 3 clusters Score -2.661191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -26611898.000000 Penalty: 6070.627930
	Iteration 165Q: 3 clusters Score -2.66119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 205522 members 
Entering Unmasked Estep 
Score: -26611894.000000 Penalty: 6070.627930
	Iteration 166Q: 3 clusters Score -2.661189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -26611892.000000 Penalty: 6070.627930
	Iteration 167Q: 3 clusters Score -2.661189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 205516 members 
Entering Unmasked Estep 
Score: -26611904.000000 Penalty: 6070.627930
	Iteration 168Q: 3 clusters Score -2.66119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 205507 members 
Entering Unmasked Estep 
Score: -26611892.000000 Penalty: 6070.627930
	Iteration 169Q: 3 clusters Score -2.661189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -26611910.000000 Penalty: 6070.627930
	Iteration 170Q: 3 clusters Score -2.661191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -26611918.000000 Penalty: 6070.627930
	Iteration 171Q: 3 clusters Score -2.661192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 205498 members 
Entering Unmasked Estep 
Score: -26611912.000000 Penalty: 6070.627930
	Iteration 172Q: 3 clusters Score -2.661191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 205498 members 
Entering Unmasked Estep 
Score: -26611926.000000 Penalty: 6070.627930
	Iteration 173Q: 3 clusters Score -2.661193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 205501 members 
Entering Unmasked Estep 
Score: -26611922.000000 Penalty: 6070.627930
	Iteration 174Q: 3 clusters Score -2.661192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 205501 members 
Entering Unmasked Estep 
Score: -26611914.000000 Penalty: 6070.627930
	Iteration 175Q: 3 clusters Score -2.661191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 205499 members 
Entering Unmasked Estep 
Score: -26611912.000000 Penalty: 6070.627930
	Iteration 176Q: 3 clusters Score -2.661191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 205495 members 
Entering Unmasked Estep 
Score: -26611906.000000 Penalty: 6070.627930
	Iteration 177Q: 3 clusters Score -2.661191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 205493 members 
Entering Unmasked Estep 
Score: -26611904.000000 Penalty: 6070.627930
	Iteration 178Q: 3 clusters Score -2.66119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 205493 members 
Entering Unmasked Estep 
Score: -26611904.000000 Penalty: 6070.627930
	Iteration 179F: 3 clusters Score -2.66119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Entering Unmasked Estep 
Score: -6804587.000000 Penalty: 2697.202881
	Iteration 0F: 2 clusters Score -6804587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -6769190.500000 Penalty: 5394.405762
	Iteration 0F: 3 clusters Score -6769190 nChanged 24350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6782879.500000 Penalty: 5394.405762
	Iteration 1F: 3 clusters Score -6782880 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6783630.500000 Penalty: 5394.405762
	Iteration 2Q: 3 clusters Score -6783630 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -6784629.000000 Penalty: 5394.405762
	Iteration 3Q: 3 clusters Score -6784629 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -6785920.500000 Penalty: 5394.405762
	Iteration 4F: 3 clusters Score -6785920 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -6787773.500000 Penalty: 5394.405762
	Iteration 5F: 3 clusters Score -6787774 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -6790410.000000 Penalty: 5394.405762
	Iteration 6F: 3 clusters Score -6790410 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -6793645.000000 Penalty: 5394.405762
	Iteration 7F: 3 clusters Score -6793645 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -6796684.500000 Penalty: 5394.405762
	Iteration 8F: 3 clusters Score -6796684 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -6798760.500000 Penalty: 5394.405762
	Iteration 9Q: 3 clusters Score -6798760 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -6799778.000000 Penalty: 5394.405762
	Iteration 10Q: 3 clusters Score -6799778 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -6800303.000000 Penalty: 5394.405762
	Iteration 11Q: 3 clusters Score -6800303 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -6800700.000000 Penalty: 5394.405762
	Iteration 12Q: 3 clusters Score -6800700 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -6800963.500000 Penalty: 5394.405762
	Iteration 13Q: 3 clusters Score -6800964 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6801179.000000 Penalty: 5394.405762
	Iteration 14Q: 3 clusters Score -6801179 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -6801342.500000 Penalty: 5394.405762
	Iteration 15Q: 3 clusters Score -6801342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -6801462.500000 Penalty: 5394.405762
	Iteration 16Q: 3 clusters Score -6801462 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6801553.500000 Penalty: 5394.405762
	Iteration 17Q: 3 clusters Score -6801554 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6801668.000000 Penalty: 5394.405762
	Iteration 18Q: 3 clusters Score -6801668 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -6801725.500000 Penalty: 5394.405762
	Iteration 19Q: 3 clusters Score -6801726 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -6801818.500000 Penalty: 5394.405762
	Iteration 20F: 3 clusters Score -6801818 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6801893.000000 Penalty: 5394.405762
	Iteration 21Q: 3 clusters Score -6801893 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6801941.500000 Penalty: 5394.405762
	Iteration 22Q: 3 clusters Score -6801942 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -6801977.000000 Penalty: 5394.405762
	Iteration 23Q: 3 clusters Score -6801977 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -6802048.500000 Penalty: 5394.405762
	Iteration 24Q: 3 clusters Score -6802048 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6802117.000000 Penalty: 5394.405762
	Iteration 25Q: 3 clusters Score -6802117 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6802164.500000 Penalty: 5394.405762
	Iteration 26Q: 3 clusters Score -6802164 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6802209.500000 Penalty: 5394.405762
	Iteration 27Q: 3 clusters Score -6802210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6802251.500000 Penalty: 5394.405762
	Iteration 28Q: 3 clusters Score -6802252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6802287.000000 Penalty: 5394.405762
	Iteration 29Q: 3 clusters Score -6802287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6802300.000000 Penalty: 5394.405762
	Iteration 30Q: 3 clusters Score -6802300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6802327.000000 Penalty: 5394.405762
	Iteration 31Q: 3 clusters Score -6802327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6802350.500000 Penalty: 5394.405762
	Iteration 32Q: 3 clusters Score -6802350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6802358.000000 Penalty: 5394.405762
	Iteration 33Q: 3 clusters Score -6802358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -6802364.500000 Penalty: 5394.405762
	Iteration 34Q: 3 clusters Score -6802364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6802383.000000 Penalty: 5394.405762
	Iteration 35Q: 3 clusters Score -6802383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6802383.500000 Penalty: 5394.405762
	Iteration 36Q: 3 clusters Score -6802384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6802395.000000 Penalty: 5394.405762
	Iteration 37Q: 3 clusters Score -6802395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6802385.500000 Penalty: 5394.405762
	Iteration 38Q: 3 clusters Score -6802386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6802389.500000 Penalty: 5394.405762
	Iteration 39Q: 3 clusters Score -6802390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6802393.500000 Penalty: 5394.405762
	Iteration 40F: 3 clusters Score -6802394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6802403.000000 Penalty: 5394.405762
	Iteration 41Q: 3 clusters Score -6802403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6802416.500000 Penalty: 5394.405762
	Iteration 42Q: 3 clusters Score -6802416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6802438.000000 Penalty: 5394.405762
	Iteration 43Q: 3 clusters Score -6802438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6802458.500000 Penalty: 5394.405762
	Iteration 44Q: 3 clusters Score -6802458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6802457.500000 Penalty: 5394.405762
	Iteration 45Q: 3 clusters Score -6802458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6802465.000000 Penalty: 5394.405762
	Iteration 46Q: 3 clusters Score -6802465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6802489.000000 Penalty: 5394.405762
	Iteration 47Q: 3 clusters Score -6802489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6802507.000000 Penalty: 5394.405762
	Iteration 48Q: 3 clusters Score -6802507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6802509.000000 Penalty: 5394.405762
	Iteration 49Q: 3 clusters Score -6802509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6802537.500000 Penalty: 5394.405762
	Iteration 50Q: 3 clusters Score -6802538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6802528.500000 Penalty: 5394.405762
	Iteration 51Q: 3 clusters Score -6802528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6802539.000000 Penalty: 5394.405762
	Iteration 52Q: 3 clusters Score -6802539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6802555.500000 Penalty: 5394.405762
	Iteration 53Q: 3 clusters Score -6802556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6802564.000000 Penalty: 5394.405762
	Iteration 54Q: 3 clusters Score -6802564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6802568.500000 Penalty: 5394.405762
	Iteration 55Q: 3 clusters Score -6802568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6802562.500000 Penalty: 5394.405762
	Iteration 56Q: 3 clusters Score -6802562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6802563.500000 Penalty: 5394.405762
	Iteration 57Q: 3 clusters Score -6802564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6802568.000000 Penalty: 5394.405762
	Iteration 58Q: 3 clusters Score -6802568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6802562.500000 Penalty: 5394.405762
	Iteration 59Q: 3 clusters Score -6802562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6802563.500000 Penalty: 5394.405762
	Iteration 60F: 3 clusters Score -6802564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6802559.500000 Penalty: 5394.405762
	Iteration 61Q: 3 clusters Score -6802560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6802562.500000 Penalty: 5394.405762
	Iteration 62Q: 3 clusters Score -6802562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6802567.000000 Penalty: 5394.405762
	Iteration 63Q: 3 clusters Score -6802567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6802563.500000 Penalty: 5394.405762
	Iteration 64Q: 3 clusters Score -6802564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6802570.000000 Penalty: 5394.405762
	Iteration 65Q: 3 clusters Score -6802570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6802562.000000 Penalty: 5394.405762
	Iteration 66Q: 3 clusters Score -6802562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6802569.000000 Penalty: 5394.405762
	Iteration 67Q: 3 clusters Score -6802569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6802565.500000 Penalty: 5394.405762
	Iteration 68Q: 3 clusters Score -6802566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6802565.500000 Penalty: 5394.405762
	Iteration 69F: 3 clusters Score -6802566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Entering Unmasked Estep 
Score: -7999068.000000 Penalty: 2735.534180
	Iteration 0F: 2 clusters Score -7999068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -7957743.000000 Penalty: 5471.068359
	Iteration 0F: 3 clusters Score -7957743 nChanged 28463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7973373.000000 Penalty: 5471.068359
	Iteration 1F: 3 clusters Score -7973373 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7973830.500000 Penalty: 5471.068359
	Iteration 2Q: 3 clusters Score -7973830 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -7974235.500000 Penalty: 5471.068359
	Iteration 3Q: 3 clusters Score -7974236 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7974665.500000 Penalty: 5471.068359
	Iteration 4Q: 3 clusters Score -7974666 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -7975240.000000 Penalty: 5471.068359
	Iteration 5Q: 3 clusters Score -7975240 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7976047.500000 Penalty: 5471.068359
	Iteration 6Q: 3 clusters Score -7976048 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7977200.500000 Penalty: 5471.068359
	Iteration 7Q: 3 clusters Score -7977200 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -7979235.500000 Penalty: 5471.068359
	Iteration 8F: 3 clusters Score -7979236 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -7982520.000000 Penalty: 5471.068359
	Iteration 9F: 3 clusters Score -7982520 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -7986979.500000 Penalty: 5471.068359
	Iteration 10F: 3 clusters Score -7986980 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -7991316.500000 Penalty: 5471.068359
	Iteration 11F: 3 clusters Score -7991316 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -7994225.500000 Penalty: 5471.068359
	Iteration 12Q: 3 clusters Score -7994226 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -7995656.000000 Penalty: 5471.068359
	Iteration 13Q: 3 clusters Score -7995656 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7996345.500000 Penalty: 5471.068359
	Iteration 14Q: 3 clusters Score -7996346 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -7996672.000000 Penalty: 5471.068359
	Iteration 15Q: 3 clusters Score -7996672 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -7996859.500000 Penalty: 5471.068359
	Iteration 16Q: 3 clusters Score -7996860 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -7996963.000000 Penalty: 5471.068359
	Iteration 17Q: 3 clusters Score -7996963 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -7997014.500000 Penalty: 5471.068359
	Iteration 18Q: 3 clusters Score -7997014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -7997051.000000 Penalty: 5471.068359
	Iteration 19Q: 3 clusters Score -7997051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -7997045.500000 Penalty: 5471.068359
	Iteration 20F: 3 clusters Score -7997046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -7997067.000000 Penalty: 5471.068359
	Iteration 21Q: 3 clusters Score -7997067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -7997079.500000 Penalty: 5471.068359
	Iteration 22Q: 3 clusters Score -7997080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -7997077.500000 Penalty: 5471.068359
	Iteration 23Q: 3 clusters Score -7997078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -7997096.500000 Penalty: 5471.068359
	Iteration 24Q: 3 clusters Score -7997096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7997095.500000 Penalty: 5471.068359
	Iteration 25Q: 3 clusters Score -7997096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -7997098.500000 Penalty: 5471.068359
	Iteration 26Q: 3 clusters Score -7997098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -7997107.500000 Penalty: 5471.068359
	Iteration 27Q: 3 clusters Score -7997108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7997107.500000 Penalty: 5471.068359
	Iteration 28Q: 3 clusters Score -7997108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -7997112.500000 Penalty: 5471.068359
	Iteration 29Q: 3 clusters Score -7997112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -7997107.000000 Penalty: 5471.068359
	Iteration 30Q: 3 clusters Score -7997107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7997110.000000 Penalty: 5471.068359
	Iteration 31Q: 3 clusters Score -7997110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -7997116.000000 Penalty: 5471.068359
	Iteration 32Q: 3 clusters Score -7997116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -7997110.500000 Penalty: 5471.068359
	Iteration 33Q: 3 clusters Score -7997110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -7997114.500000 Penalty: 5471.068359
	Iteration 34Q: 3 clusters Score -7997114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -7997119.000000 Penalty: 5471.068359
	Iteration 35Q: 3 clusters Score -7997119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -7997123.000000 Penalty: 5471.068359
	Iteration 36Q: 3 clusters Score -7997123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7997119.000000 Penalty: 5471.068359
	Iteration 37Q: 3 clusters Score -7997119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -7997119.000000 Penalty: 5471.068359
	Iteration 38Q: 3 clusters Score -7997119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -7997121.500000 Penalty: 5471.068359
	Iteration 39Q: 3 clusters Score -7997122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -7997119.000000 Penalty: 5471.068359
	Iteration 40F: 3 clusters Score -7997119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -7997113.000000 Penalty: 5471.068359
	Iteration 41Q: 3 clusters Score -7997113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -7997110.000000 Penalty: 5471.068359
	Iteration 42Q: 3 clusters Score -7997110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -7997121.500000 Penalty: 5471.068359
	Iteration 43Q: 3 clusters Score -7997122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -7997122.500000 Penalty: 5471.068359
	Iteration 44Q: 3 clusters Score -7997122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -7997121.000000 Penalty: 5471.068359
	Iteration 45Q: 3 clusters Score -7997121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -7997121.500000 Penalty: 5471.068359
	Iteration 46Q: 3 clusters Score -7997122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -7997125.500000 Penalty: 5471.068359
	Iteration 47Q: 3 clusters Score -7997126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7997121.000000 Penalty: 5471.068359
	Iteration 48Q: 3 clusters Score -7997121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -7997121.000000 Penalty: 5471.068359
	Iteration 49Q: 3 clusters Score -7997121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -7997123.500000 Penalty: 5471.068359
	Iteration 50Q: 3 clusters Score -7997124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -7997123.500000 Penalty: 5471.068359
	Iteration 51F: 3 clusters Score -7997124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -992989.062500 Penalty: 2231.875000
	Iteration 0F: 2 clusters Score -992989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -986545.250000 Penalty: 4463.750000
	Iteration 0F: 3 clusters Score -986545.2 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -988300.187500 Penalty: 4463.750000
	Iteration 1F: 3 clusters Score -988300.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -988641.312500 Penalty: 4463.750000
	Iteration 2F: 3 clusters Score -988641.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -989001.875000 Penalty: 4463.750000
	Iteration 3F: 3 clusters Score -989001.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -989405.375000 Penalty: 4463.750000
	Iteration 4F: 3 clusters Score -989405.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -989783.687500 Penalty: 4463.750000
	Iteration 5F: 3 clusters Score -989783.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -990123.250000 Penalty: 4463.750000
	Iteration 6F: 3 clusters Score -990123.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -990419.562500 Penalty: 4463.750000
	Iteration 7F: 3 clusters Score -990419.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -990685.500000 Penalty: 4463.750000
	Iteration 8Q: 3 clusters Score -990685.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -990876.625000 Penalty: 4463.750000
	Iteration 9Q: 3 clusters Score -990876.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -991027.187500 Penalty: 4463.750000
	Iteration 10Q: 3 clusters Score -991027.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -991142.375000 Penalty: 4463.750000
	Iteration 11Q: 3 clusters Score -991142.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -991220.812500 Penalty: 4463.750000
	Iteration 12Q: 3 clusters Score -991220.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -991289.625000 Penalty: 4463.750000
	Iteration 13Q: 3 clusters Score -991289.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -991349.750000 Penalty: 4463.750000
	Iteration 14Q: 3 clusters Score -991349.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -991409.062500 Penalty: 4463.750000
	Iteration 15Q: 3 clusters Score -991409.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -991460.687500 Penalty: 4463.750000
	Iteration 16Q: 3 clusters Score -991460.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -991496.375000 Penalty: 4463.750000
	Iteration 17Q: 3 clusters Score -991496.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -991528.437500 Penalty: 4463.750000
	Iteration 18Q: 3 clusters Score -991528.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -991553.562500 Penalty: 4463.750000
	Iteration 19Q: 3 clusters Score -991553.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -991580.875000 Penalty: 4463.750000
	Iteration 20F: 3 clusters Score -991580.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -991597.625000 Penalty: 4463.750000
	Iteration 21Q: 3 clusters Score -991597.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -991614.562500 Penalty: 4463.750000
	Iteration 22Q: 3 clusters Score -991614.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -991629.125000 Penalty: 4463.750000
	Iteration 23Q: 3 clusters Score -991629.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -991645.687500 Penalty: 4463.750000
	Iteration 24Q: 3 clusters Score -991645.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -991656.625000 Penalty: 4463.750000
	Iteration 25Q: 3 clusters Score -991656.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -991673.125000 Penalty: 4463.750000
	Iteration 26Q: 3 clusters Score -991673.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -991686.687500 Penalty: 4463.750000
	Iteration 27Q: 3 clusters Score -991686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -991698.125000 Penalty: 4463.750000
	Iteration 28Q: 3 clusters Score -991698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -991707.250000 Penalty: 4463.750000
	Iteration 29Q: 3 clusters Score -991707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -991712.812500 Penalty: 4463.750000
	Iteration 30Q: 3 clusters Score -991712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -991714.937500 Penalty: 4463.750000
	Iteration 31Q: 3 clusters Score -991714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -991714.062500 Penalty: 4463.750000
	Iteration 32Q: 3 clusters Score -991714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -991715.375000 Penalty: 4463.750000
	Iteration 33Q: 3 clusters Score -991715.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -991715.375000 Penalty: 4463.750000
	Iteration 34F: 3 clusters Score -991715.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -45215.515625 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -45215.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43814.179688 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -43814.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44041.980469 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -44041.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44161.246094 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -44161.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44215.511719 Penalty: 3009.939209
	Iteration 3Q: 3 clusters Score -44215.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44249.882812 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -44249.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44296.218750 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -44296.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44334.093750 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -44334.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44356.011719 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -44356.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44369.449219 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -44369.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44381.234375 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -44381.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44383.183594 Penalty: 3009.939209
	Iteration 10Q: 3 clusters Score -44383.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44383.183594 Penalty: 3009.939209
	Iteration 11F: 3 clusters Score -44383.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -45900.343750 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -45900.34 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 229 members 
Entering Unmasked Estep 
Score: -44475.726562 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -44475.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44735.203125 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -44735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44868.988281 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -44868.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44922.597656 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -44922.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44970.902344 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -44970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44990.371094 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -44990.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45009.187500 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -45009.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45021.367188 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -45021.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45036.492188 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -45036.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45044.937500 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -45044.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45050.539062 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -45050.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45050.539062 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -45050.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -20257.611328 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -20257.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19152.490234 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -19152.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19200.128906 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -19200.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19217.503906 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -19217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19238.992188 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -19238.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19238.992188 Penalty: 2591.970215
	Iteration 4F: 3 clusters Score -19238.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 153241 members 
Mstep: Class 3 contains 197815 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7462 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 177877 members 
Mstep: Class 12 contains 177708 members 
Mstep: Class 13 contains 82086 members 
Mstep: Class 14 contains 206730 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 61721 members 
Mstep: Class 17 contains 8099 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683104.000000 Penalty: 69388.398438
Iteration 159Q: 21 clusters Score -1.496831e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 153093 members 
Mstep: Class 3 contains 197813 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7474 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 178072 members 
Mstep: Class 12 contains 177657 members 
Mstep: Class 13 contains 82030 members 
Mstep: Class 14 contains 206801 members 
Mstep: Class 15 contains 52863 members 
Mstep: Class 16 contains 61727 members 
Mstep: Class 17 contains 8094 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683216.000000 Penalty: 69388.398438
Iteration 160F: 21 clusters Score -1.496832e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 152939 members 
Mstep: Class 3 contains 197811 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 178300 members 
Mstep: Class 12 contains 177609 members 
Mstep: Class 13 contains 81983 members 
Mstep: Class 14 contains 206820 members 
Mstep: Class 15 contains 52846 members 
Mstep: Class 16 contains 61739 members 
Mstep: Class 17 contains 8088 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683616.000000 Penalty: 69388.398438
Iteration 161Q: 21 clusters Score -1.496836e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 152811 members 
Mstep: Class 3 contains 197773 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 7 contains 253 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 657 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 178478 members 
Mstep: Class 12 contains 177588 members 
Mstep: Class 13 contains 81932 members 
Mstep: Class 14 contains 206863 members 
Mstep: Class 15 contains 52851 members 
Mstep: Class 16 contains 61723 members 
Mstep: Class 17 contains 8080 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684080.000000 Penalty: 69388.398438
Iteration 162Q: 21 clusters Score -1.496841e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 152687 members 
Mstep: Class 3 contains 197727 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 251 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 178616 members 
Mstep: Class 12 contains 177602 members 
Mstep: Class 13 contains 81891 members 
Mstep: Class 14 contains 206906 members 
Mstep: Class 15 contains 52855 members 
Mstep: Class 16 contains 61725 members 
Mstep: Class 17 contains 8075 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684048.000000 Penalty: 69388.398438
Iteration 163Q: 21 clusters Score -1.49684e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 152600 members 
Mstep: Class 3 contains 197693 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7480 members 
Mstep: Class 7 contains 249 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 178768 members 
Mstep: Class 12 contains 177597 members 
Mstep: Class 13 contains 81847 members 
Mstep: Class 14 contains 206910 members 
Mstep: Class 15 contains 52866 members 
Mstep: Class 16 contains 61734 members 
Mstep: Class 17 contains 8073 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684112.000000 Penalty: 69388.398438
Iteration 164Q: 21 clusters Score -1.496841e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 152517 members 
Mstep: Class 3 contains 197658 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7486 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 649 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 178886 members 
Mstep: Class 12 contains 177564 members 
Mstep: Class 13 contains 81807 members 
Mstep: Class 14 contains 206956 members 
Mstep: Class 15 contains 52885 members 
Mstep: Class 16 contains 61740 members 
Mstep: Class 17 contains 8071 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 69388.398438
Iteration 165Q: 21 clusters Score -1.496844e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 152405 members 
Mstep: Class 3 contains 197595 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 646 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179036 members 
Mstep: Class 12 contains 177537 members 
Mstep: Class 13 contains 81767 members 
Mstep: Class 14 contains 207041 members 
Mstep: Class 15 contains 52897 members 
Mstep: Class 16 contains 61738 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 69388.398438
Iteration 166Q: 21 clusters Score -1.496845e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 152252 members 
Mstep: Class 3 contains 197530 members 
Mstep: Class 4 contains 4421 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7492 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179183 members 
Mstep: Class 12 contains 177544 members 
Mstep: Class 13 contains 81723 members 
Mstep: Class 14 contains 207118 members 
Mstep: Class 15 contains 52930 members 
Mstep: Class 16 contains 61740 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684688.000000 Penalty: 69388.398438
Iteration 167Q: 21 clusters Score -1.496847e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 152097 members 
Mstep: Class 3 contains 197446 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7497 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 639 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179329 members 
Mstep: Class 12 contains 177543 members 
Mstep: Class 13 contains 81684 members 
Mstep: Class 14 contains 207229 members 
Mstep: Class 15 contains 52949 members 
Mstep: Class 16 contains 61738 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 69388.398438
Iteration 168Q: 21 clusters Score -1.496847e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 151957 members 
Mstep: Class 3 contains 197366 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7489 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179422 members 
Mstep: Class 12 contains 177530 members 
Mstep: Class 13 contains 81640 members 
Mstep: Class 14 contains 207404 members 
Mstep: Class 15 contains 52960 members 
Mstep: Class 16 contains 61740 members 
Mstep: Class 17 contains 8068 members 
Mstep: Class 18 contains 457 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 69388.398438
Iteration 169Q: 21 clusters Score -1.496849e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 151792 members 
Mstep: Class 3 contains 197327 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7485 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 635 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179513 members 
Mstep: Class 12 contains 177505 members 
Mstep: Class 13 contains 81594 members 
Mstep: Class 14 contains 207564 members 
Mstep: Class 15 contains 52976 members 
Mstep: Class 16 contains 61752 members 
Mstep: Class 17 contains 8067 members 
Mstep: Class 18 contains 459 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 69388.398438
Iteration 170Q: 21 clusters Score -1.496848e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 151623 members 
Mstep: Class 3 contains 197305 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179632 members 
Mstep: Class 12 contains 177473 members 
Mstep: Class 13 contains 81565 members 
Mstep: Class 14 contains 207673 members 
Mstep: Class 15 contains 52983 members 
Mstep: Class 16 contains 61767 members 
Mstep: Class 17 contains 8062 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685072.000000 Penalty: 69388.398438
Iteration 171Q: 21 clusters Score -1.496851e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 151471 members 
Mstep: Class 3 contains 197281 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7506 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179751 members 
Mstep: Class 12 contains 177430 members 
Mstep: Class 13 contains 81546 members 
Mstep: Class 14 contains 207747 members 
Mstep: Class 15 contains 52996 members 
Mstep: Class 16 contains 61790 members 
Mstep: Class 17 contains 8060 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685136.000000 Penalty: 69388.398438
Iteration 172Q: 21 clusters Score -1.496851e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 151372 members 
Mstep: Class 3 contains 197283 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179821 members 
Mstep: Class 12 contains 177384 members 
Mstep: Class 13 contains 81525 members 
Mstep: Class 14 contains 207804 members 
Mstep: Class 15 contains 53011 members 
Mstep: Class 16 contains 61821 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685472.000000 Penalty: 69388.398438
Iteration 173Q: 21 clusters Score -1.496855e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 151292 members 
Mstep: Class 3 contains 197238 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179897 members 
Mstep: Class 12 contains 177343 members 
Mstep: Class 13 contains 81506 members 
Mstep: Class 14 contains 207889 members 
Mstep: Class 15 contains 53018 members 
Mstep: Class 16 contains 61847 members 
Mstep: Class 17 contains 8054 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685664.000000 Penalty: 69388.398438
Iteration 174Q: 21 clusters Score -1.496857e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 151159 members 
Mstep: Class 3 contains 197239 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179975 members 
Mstep: Class 12 contains 177333 members 
Mstep: Class 13 contains 81480 members 
Mstep: Class 14 contains 207957 members 
Mstep: Class 15 contains 53018 members 
Mstep: Class 16 contains 61873 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685792.000000 Penalty: 69388.398438
Iteration 175Q: 21 clusters Score -1.496858e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 151040 members 
Mstep: Class 3 contains 197218 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180069 members 
Mstep: Class 12 contains 177295 members 
Mstep: Class 13 contains 81458 members 
Mstep: Class 14 contains 208046 members 
Mstep: Class 15 contains 53029 members 
Mstep: Class 16 contains 61894 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685760.000000 Penalty: 69388.398438
Iteration 176Q: 21 clusters Score -1.496858e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 150913 members 
Mstep: Class 3 contains 197216 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180169 members 
Mstep: Class 12 contains 177251 members 
Mstep: Class 13 contains 81429 members 
Mstep: Class 14 contains 208138 members 
Mstep: Class 15 contains 53031 members 
Mstep: Class 16 contains 61923 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685760.000000 Penalty: 69388.398438
Iteration 177Q: 21 clusters Score -1.496858e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 150800 members 
Mstep: Class 3 contains 197187 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7528 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180200 members 
Mstep: Class 12 contains 177224 members 
Mstep: Class 13 contains 81396 members 
Mstep: Class 14 contains 208262 members 
Mstep: Class 15 contains 53028 members 
Mstep: Class 16 contains 61969 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686032.000000 Penalty: 69388.398438
Iteration 178Q: 21 clusters Score -1.49686e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 150668 members 
Mstep: Class 3 contains 197133 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7536 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180226 members 
Mstep: Class 12 contains 177192 members 
Mstep: Class 13 contains 81385 members 
Mstep: Class 14 contains 208432 members 
Mstep: Class 15 contains 53036 members 
Mstep: Class 16 contains 61993 members 
Mstep: Class 17 contains 8044 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685872.000000 Penalty: 69388.398438
Iteration 179Q: 21 clusters Score -1.496859e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 150538 members 
Mstep: Class 3 contains 197128 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7545 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 632 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180250 members 
Mstep: Class 12 contains 177166 members 
Mstep: Class 13 contains 81360 members 
Mstep: Class 14 contains 208514 members 
Mstep: Class 15 contains 53050 members 
Mstep: Class 16 contains 62042 members 
Mstep: Class 17 contains 8041 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685904.000000 Penalty: 69388.398438
Iteration 180F: 21 clusters Score -1.496859e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 150391 members 
Mstep: Class 3 contains 197151 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7552 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180270 members 
Mstep: Class 12 contains 177120 members 
Mstep: Class 13 contains 81338 members 
Mstep: Class 14 contains 208626 members 
Mstep: Class 15 contains 53064 members 
Mstep: Class 16 contains 62085 members 
Mstep: Class 17 contains 8038 members 
Mstep: Class 18 contains 462 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685920.000000 Penalty: 69388.398438
Iteration 181Q: 21 clusters Score -1.496859e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 150236 members 
Mstep: Class 3 contains 197204 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7558 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180216 members 
Mstep: Class 12 contains 177105 members 
Mstep: Class 13 contains 81314 members 
Mstep: Class 14 contains 208800 members 
Mstep: Class 15 contains 53066 members 
Mstep: Class 16 contains 62121 members 
Mstep: Class 17 contains 8033 members 
Mstep: Class 18 contains 464 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685696.000000 Penalty: 69388.398438
Iteration 182Q: 21 clusters Score -1.496857e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 150060 members 
Mstep: Class 3 contains 197312 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7563 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180172 members 
Mstep: Class 12 contains 177097 members 
Mstep: Class 13 contains 81296 members 
Mstep: Class 14 contains 208917 members 
Mstep: Class 15 contains 53064 members 
Mstep: Class 16 contains 62159 members 
Mstep: Class 17 contains 8028 members 
Mstep: Class 18 contains 469 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685776.000000 Penalty: 69388.398438
Iteration 183Q: 21 clusters Score -1.496858e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 149923 members 
Mstep: Class 3 contains 197433 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180127 members 
Mstep: Class 12 contains 177064 members 
Mstep: Class 13 contains 81272 members 
Mstep: Class 14 contains 209001 members 
Mstep: Class 15 contains 53062 members 
Mstep: Class 16 contains 62201 members 
Mstep: Class 17 contains 8025 members 
Mstep: Class 18 contains 473 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685936.000000 Penalty: 69388.398438
Iteration 184Q: 21 clusters Score -1.496859e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 149797 members 
Mstep: Class 3 contains 197577 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 616 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180079 members 
Mstep: Class 12 contains 177038 members 
Mstep: Class 13 contains 81253 members 
Mstep: Class 14 contains 209031 members 
Mstep: Class 15 contains 53075 members 
Mstep: Class 16 contains 62231 members 
Mstep: Class 17 contains 8019 members 
Mstep: Class 18 contains 477 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686256.000000 Penalty: 69388.398438
Iteration 185Q: 21 clusters Score -1.496863e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 149688 members 
Mstep: Class 3 contains 197723 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 610 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 180030 members 
Mstep: Class 12 contains 177008 members 
Mstep: Class 13 contains 81232 members 
Mstep: Class 14 contains 209056 members 
Mstep: Class 15 contains 53081 members 
Mstep: Class 16 contains 62263 members 
Mstep: Class 17 contains 8016 members 
Mstep: Class 18 contains 482 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686480.000000 Penalty: 69388.398438
Iteration 186Q: 21 clusters Score -1.496865e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 149576 members 
Mstep: Class 3 contains 197909 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7571 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 599 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179972 members 
Mstep: Class 12 contains 176980 members 
Mstep: Class 13 contains 81216 members 
Mstep: Class 14 contains 209037 members 
Mstep: Class 15 contains 53090 members 
Mstep: Class 16 contains 62301 members 
Mstep: Class 17 contains 8011 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686752.000000 Penalty: 69388.398438
Iteration 187Q: 21 clusters Score -1.496868e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 149451 members 
Mstep: Class 3 contains 198062 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7566 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 580 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 179963 members 
Mstep: Class 12 contains 176961 members 
Mstep: Class 13 contains 81200 members 
Mstep: Class 14 contains 209024 members 
Mstep: Class 15 contains 53096 members 
Mstep: Class 16 contains 62340 members 
Mstep: Class 17 contains 8005 members 
Mstep: Class 18 contains 512 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686912.000000 Penalty: 69388.398438
Iteration 188Q: 21 clusters Score -1.496869e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 149283 members 
Mstep: Class 3 contains 198233 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7559 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 568 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179947 members 
Mstep: Class 12 contains 176949 members 
Mstep: Class 13 contains 81183 members 
Mstep: Class 14 contains 209030 members 
Mstep: Class 15 contains 53101 members 
Mstep: Class 16 contains 62371 members 
Mstep: Class 17 contains 8000 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 189Q: 21 clusters Score -1.49687e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 149150 members 
Mstep: Class 3 contains 198412 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7560 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 549 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179879 members 
Mstep: Class 12 contains 176939 members 
Mstep: Class 13 contains 81171 members 
Mstep: Class 14 contains 209025 members 
Mstep: Class 15 contains 53106 members 
Mstep: Class 16 contains 62409 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 190Q: 21 clusters Score -1.496873e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 148989 members 
Mstep: Class 3 contains 198601 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179790 members 
Mstep: Class 12 contains 176925 members 
Mstep: Class 13 contains 81159 members 
Mstep: Class 14 contains 209067 members 
Mstep: Class 15 contains 53102 members 
Mstep: Class 16 contains 62443 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 555 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 191Q: 21 clusters Score -1.496874e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 148831 members 
Mstep: Class 3 contains 198810 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179708 members 
Mstep: Class 12 contains 176897 members 
Mstep: Class 13 contains 81138 members 
Mstep: Class 14 contains 209113 members 
Mstep: Class 15 contains 53103 members 
Mstep: Class 16 contains 62470 members 
Mstep: Class 17 contains 7977 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 192Q: 21 clusters Score -1.496873e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 148696 members 
Mstep: Class 3 contains 199003 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179621 members 
Mstep: Class 12 contains 176908 members 
Mstep: Class 13 contains 81102 members 
Mstep: Class 14 contains 209155 members 
Mstep: Class 15 contains 53102 members 
Mstep: Class 16 contains 62485 members 
Mstep: Class 17 contains 7970 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 193Q: 21 clusters Score -1.496871e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 148589 members 
Mstep: Class 3 contains 199158 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7568 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179510 members 
Mstep: Class 12 contains 176911 members 
Mstep: Class 13 contains 81070 members 
Mstep: Class 14 contains 209226 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7965 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 194Q: 21 clusters Score -1.496872e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 148463 members 
Mstep: Class 3 contains 199323 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179430 members 
Mstep: Class 12 contains 176876 members 
Mstep: Class 13 contains 81045 members 
Mstep: Class 14 contains 209323 members 
Mstep: Class 15 contains 53089 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 195Q: 21 clusters Score -1.496872e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 148334 members 
Mstep: Class 3 contains 199454 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7577 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179348 members 
Mstep: Class 12 contains 176855 members 
Mstep: Class 13 contains 81031 members 
Mstep: Class 14 contains 209432 members 
Mstep: Class 15 contains 53083 members 
Mstep: Class 16 contains 62524 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687008.000000 Penalty: 69388.398438
Iteration 196Q: 21 clusters Score -1.49687e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 148185 members 
Mstep: Class 3 contains 199595 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179271 members 
Mstep: Class 12 contains 176826 members 
Mstep: Class 13 contains 81006 members 
Mstep: Class 14 contains 209543 members 
Mstep: Class 15 contains 53075 members 
Mstep: Class 16 contains 62549 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687104.000000 Penalty: 69388.398438
Iteration 197Q: 21 clusters Score -1.496871e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 148051 members 
Mstep: Class 3 contains 199731 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179187 members 
Mstep: Class 12 contains 176813 members 
Mstep: Class 13 contains 80981 members 
Mstep: Class 14 contains 209634 members 
Mstep: Class 15 contains 53068 members 
Mstep: Class 16 contains 62570 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687280.000000 Penalty: 69388.398438
Iteration 198Q: 21 clusters Score -1.496873e+08 nChanged 1383
Entering ConstructFrom: 
Score: -149687280.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (54745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Entering Unmasked Estep 
Score: -7093921.000000 Penalty: 2705.789551
	Iteration 0F: 2 clusters Score -7093921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -7057138.500000 Penalty: 5411.579102
	Iteration 0F: 3 clusters Score -7057138 nChanged 25297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -7071137.000000 Penalty: 5411.579102
	Iteration 1F: 3 clusters Score -7071137 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -7071731.000000 Penalty: 5411.579102
	Iteration 2Q: 3 clusters Score -7071731 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -7072410.500000 Penalty: 5411.579102
	Iteration 3Q: 3 clusters Score -7072410 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -7073207.500000 Penalty: 5411.579102
	Iteration 4Q: 3 clusters Score -7073208 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -7074418.500000 Penalty: 5411.579102
	Iteration 5Q: 3 clusters Score -7074418 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7076382.500000 Penalty: 5411.579102
	Iteration 6F: 3 clusters Score -7076382 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -7079307.000000 Penalty: 5411.579102
	Iteration 7F: 3 clusters Score -7079307 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -7083072.000000 Penalty: 5411.579102
	Iteration 8F: 3 clusters Score -7083072 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7086615.000000 Penalty: 5411.579102
	Iteration 9F: 3 clusters Score -7086615 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7089108.500000 Penalty: 5411.579102
	Iteration 10Q: 3 clusters Score -7089108 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7090502.500000 Penalty: 5411.579102
	Iteration 11Q: 3 clusters Score -7090502 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7091147.500000 Penalty: 5411.579102
	Iteration 12Q: 3 clusters Score -7091148 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7091427.500000 Penalty: 5411.579102
	Iteration 13Q: 3 clusters Score -7091428 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7091610.500000 Penalty: 5411.579102
	Iteration 14Q: 3 clusters Score -7091610 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7091701.000000 Penalty: 5411.579102
	Iteration 15Q: 3 clusters Score -7091701 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7091769.000000 Penalty: 5411.579102
	Iteration 16Q: 3 clusters Score -7091769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7091816.500000 Penalty: 5411.579102
	Iteration 17Q: 3 clusters Score -7091816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7091825.500000 Penalty: 5411.579102
	Iteration 18Q: 3 clusters Score -7091826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7091837.500000 Penalty: 5411.579102
	Iteration 19Q: 3 clusters Score -7091838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7091879.500000 Penalty: 5411.579102
	Iteration 20F: 3 clusters Score -7091880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7091889.000000 Penalty: 5411.579102
	Iteration 21Q: 3 clusters Score -7091889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7091900.500000 Penalty: 5411.579102
	Iteration 22Q: 3 clusters Score -7091900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7091907.000000 Penalty: 5411.579102
	Iteration 23Q: 3 clusters Score -7091907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7091913.000000 Penalty: 5411.579102
	Iteration 24Q: 3 clusters Score -7091913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7091919.000000 Penalty: 5411.579102
	Iteration 25Q: 3 clusters Score -7091919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7091929.000000 Penalty: 5411.579102
	Iteration 26Q: 3 clusters Score -7091929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7091945.500000 Penalty: 5411.579102
	Iteration 27Q: 3 clusters Score -7091946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7091956.500000 Penalty: 5411.579102
	Iteration 28Q: 3 clusters Score -7091956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7091954.500000 Penalty: 5411.579102
	Iteration 29Q: 3 clusters Score -7091954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7091964.500000 Penalty: 5411.579102
	Iteration 30Q: 3 clusters Score -7091964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7091968.000000 Penalty: 5411.579102
	Iteration 31Q: 3 clusters Score -7091968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7091976.000000 Penalty: 5411.579102
	Iteration 32Q: 3 clusters Score -7091976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7091976.000000 Penalty: 5411.579102
	Iteration 33Q: 3 clusters Score -7091976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7091982.000000 Penalty: 5411.579102
	Iteration 34Q: 3 clusters Score -7091982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7091979.000000 Penalty: 5411.579102
	Iteration 35Q: 3 clusters Score -7091979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7091975.000000 Penalty: 5411.579102
	Iteration 36Q: 3 clusters Score -7091975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7091975.000000 Penalty: 5411.579102
	Iteration 37F: 3 clusters Score -7091975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (147935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Entering Unmasked Estep 
Score: -18953008.000000 Penalty: 2952.322998
	Iteration 0F: 2 clusters Score -1.895301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -18854124.000000 Penalty: 5904.645996
	Iteration 0F: 3 clusters Score -1.885412e+07 nChanged 70750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -18895480.000000 Penalty: 5904.645996
	Iteration 1F: 3 clusters Score -1.889548e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -18896688.000000 Penalty: 5904.645996
	Iteration 2Q: 3 clusters Score -1.889669e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -18898530.000000 Penalty: 5904.645996
	Iteration 3Q: 3 clusters Score -1.889853e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -18901660.000000 Penalty: 5904.645996
	Iteration 4Q: 3 clusters Score -1.890166e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -18906306.000000 Penalty: 5904.645996
	Iteration 5F: 3 clusters Score -1.890631e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -18913644.000000 Penalty: 5904.645996
	Iteration 6F: 3 clusters Score -1.891364e+07 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -18923320.000000 Penalty: 5904.645996
	Iteration 7F: 3 clusters Score -1.892332e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -18932510.000000 Penalty: 5904.645996
	Iteration 8F: 3 clusters Score -1.893251e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -18936844.000000 Penalty: 5904.645996
	Iteration 9F: 3 clusters Score -1.893684e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 102038 members 
Entering Unmasked Estep 
Score: -18938342.000000 Penalty: 5904.645996
	Iteration 10Q: 3 clusters Score -1.893834e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -18939238.000000 Penalty: 5904.645996
	Iteration 11Q: 3 clusters Score -1.893924e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -18939928.000000 Penalty: 5904.645996
	Iteration 12Q: 3 clusters Score -1.893993e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -18940534.000000 Penalty: 5904.645996
	Iteration 13Q: 3 clusters Score -1.894053e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -18941168.000000 Penalty: 5904.645996
	Iteration 14Q: 3 clusters Score -1.894117e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 112793 members 
Entering Unmasked Estep 
Score: -18941840.000000 Penalty: 5904.645996
	Iteration 15Q: 3 clusters Score -1.894184e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -18942554.000000 Penalty: 5904.645996
	Iteration 16Q: 3 clusters Score -1.894255e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 117076 members 
Entering Unmasked Estep 
Score: -18943226.000000 Penalty: 5904.645996
	Iteration 17Q: 3 clusters Score -1.894323e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -18943876.000000 Penalty: 5904.645996
	Iteration 18Q: 3 clusters Score -1.894388e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 121195 members 
Entering Unmasked Estep 
Score: -18944562.000000 Penalty: 5904.645996
	Iteration 19Q: 3 clusters Score -1.894456e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 123130 members 
Entering Unmasked Estep 
Score: -18945158.000000 Penalty: 5904.645996
	Iteration 20F: 3 clusters Score -1.894516e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 124997 members 
Entering Unmasked Estep 
Score: -18945632.000000 Penalty: 5904.645996
	Iteration 21Q: 3 clusters Score -1.894563e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -18946120.000000 Penalty: 5904.645996
	Iteration 22Q: 3 clusters Score -1.894612e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -18946646.000000 Penalty: 5904.645996
	Iteration 23Q: 3 clusters Score -1.894665e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 130080 members 
Entering Unmasked Estep 
Score: -18947094.000000 Penalty: 5904.645996
	Iteration 24Q: 3 clusters Score -1.894709e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 131582 members 
Entering Unmasked Estep 
Score: -18947698.000000 Penalty: 5904.645996
	Iteration 25Q: 3 clusters Score -1.89477e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 133018 members 
Entering Unmasked Estep 
Score: -18948180.000000 Penalty: 5904.645996
	Iteration 26Q: 3 clusters Score -1.894818e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -18948608.000000 Penalty: 5904.645996
	Iteration 27Q: 3 clusters Score -1.894861e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 135518 members 
Entering Unmasked Estep 
Score: -18948896.000000 Penalty: 5904.645996
	Iteration 28Q: 3 clusters Score -1.89489e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 136591 members 
Entering Unmasked Estep 
Score: -18949302.000000 Penalty: 5904.645996
	Iteration 29Q: 3 clusters Score -1.89493e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -18949580.000000 Penalty: 5904.645996
	Iteration 30Q: 3 clusters Score -1.894958e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 138443 members 
Entering Unmasked Estep 
Score: -18949780.000000 Penalty: 5904.645996
	Iteration 31Q: 3 clusters Score -1.894978e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -18949960.000000 Penalty: 5904.645996
	Iteration 32Q: 3 clusters Score -1.894996e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 139914 members 
Entering Unmasked Estep 
Score: -18950138.000000 Penalty: 5904.645996
	Iteration 33Q: 3 clusters Score -1.895014e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -18950370.000000 Penalty: 5904.645996
	Iteration 34Q: 3 clusters Score -1.895037e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 141137 members 
Entering Unmasked Estep 
Score: -18950480.000000 Penalty: 5904.645996
	Iteration 35Q: 3 clusters Score -1.895048e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 141619 members 
Entering Unmasked Estep 
Score: -18950580.000000 Penalty: 5904.645996
	Iteration 36Q: 3 clusters Score -1.895058e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 142066 members 
Entering Unmasked Estep 
Score: -18950712.000000 Penalty: 5904.645996
	Iteration 37Q: 3 clusters Score -1.895071e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -18950752.000000 Penalty: 5904.645996
	Iteration 38Q: 3 clusters Score -1.895075e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -18950810.000000 Penalty: 5904.645996
	Iteration 39Q: 3 clusters Score -1.895081e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -18950854.000000 Penalty: 5904.645996
	Iteration 40F: 3 clusters Score -1.895085e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -18950926.000000 Penalty: 5904.645996
	Iteration 41Q: 3 clusters Score -1.895093e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 143491 members 
Entering Unmasked Estep 
Score: -18950992.000000 Penalty: 5904.645996
	Iteration 42Q: 3 clusters Score -1.895099e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 143670 members 
Entering Unmasked Estep 
Score: -18951046.000000 Penalty: 5904.645996
	Iteration 43Q: 3 clusters Score -1.895105e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 143851 members 
Entering Unmasked Estep 
Score: -18951084.000000 Penalty: 5904.645996
	Iteration 44Q: 3 clusters Score -1.895108e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -18951108.000000 Penalty: 5904.645996
	Iteration 45Q: 3 clusters Score -1.895111e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -18951124.000000 Penalty: 5904.645996
	Iteration 46Q: 3 clusters Score -1.895112e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 144250 members 
Entering Unmasked Estep 
Score: -18951150.000000 Penalty: 5904.645996
	Iteration 47Q: 3 clusters Score -1.895115e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 144338 members 
Entering Unmasked Estep 
Score: -18951152.000000 Penalty: 5904.645996
	Iteration 48Q: 3 clusters Score -1.895115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -18951194.000000 Penalty: 5904.645996
	Iteration 49Q: 3 clusters Score -1.895119e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -18951228.000000 Penalty: 5904.645996
	Iteration 50Q: 3 clusters Score -1.895123e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 144636 members 
Entering Unmasked Estep 
Score: -18951234.000000 Penalty: 5904.645996
	Iteration 51Q: 3 clusters Score -1.895123e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
Score: -18951248.000000 Penalty: 5904.645996
	Iteration 52Q: 3 clusters Score -1.895125e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 144796 members 
Entering Unmasked Estep 
Score: -18951256.000000 Penalty: 5904.645996
	Iteration 53Q: 3 clusters Score -1.895126e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 144860 members 
Entering Unmasked Estep 
Score: -18951244.000000 Penalty: 5904.645996
	Iteration 54Q: 3 clusters Score -1.895124e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 144914 members 
Entering Unmasked Estep 
Score: -18951244.000000 Penalty: 5904.645996
	Iteration 55Q: 3 clusters Score -1.895124e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -18951242.000000 Penalty: 5904.645996
	Iteration 56Q: 3 clusters Score -1.895124e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 145027 members 
Entering Unmasked Estep 
Score: -18951242.000000 Penalty: 5904.645996
	Iteration 57Q: 3 clusters Score -1.895124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 145082 members 
Entering Unmasked Estep 
Score: -18951242.000000 Penalty: 5904.645996
	Iteration 58Q: 3 clusters Score -1.895124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 145133 members 
Entering Unmasked Estep 
Score: -18951260.000000 Penalty: 5904.645996
	Iteration 59Q: 3 clusters Score -1.895126e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 145175 members 
Entering Unmasked Estep 
Score: -18951254.000000 Penalty: 5904.645996
	Iteration 60F: 3 clusters Score -1.895125e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 145223 members 
Entering Unmasked Estep 
Score: -18951260.000000 Penalty: 5904.645996
	Iteration 61Q: 3 clusters Score -1.895126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 145268 members 
Entering Unmasked Estep 
Score: -18951242.000000 Penalty: 5904.645996
	Iteration 62Q: 3 clusters Score -1.895124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 145315 members 
Entering Unmasked Estep 
Score: -18951274.000000 Penalty: 5904.645996
	Iteration 63Q: 3 clusters Score -1.895127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 145348 members 
Entering Unmasked Estep 
Score: -18951278.000000 Penalty: 5904.645996
	Iteration 64Q: 3 clusters Score -1.895128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 145384 members 
Entering Unmasked Estep 
Score: -18951282.000000 Penalty: 5904.645996
	Iteration 65Q: 3 clusters Score -1.895128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -18951304.000000 Penalty: 5904.645996
	Iteration 66Q: 3 clusters Score -1.89513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 145446 members 
Entering Unmasked Estep 
Score: -18951298.000000 Penalty: 5904.645996
	Iteration 67Q: 3 clusters Score -1.89513e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 145466 members 
Entering Unmasked Estep 
Score: -18951320.000000 Penalty: 5904.645996
	Iteration 68Q: 3 clusters Score -1.895132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 145482 members 
Entering Unmasked Estep 
Score: -18951326.000000 Penalty: 5904.645996
	Iteration 69Q: 3 clusters Score -1.895133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -18951292.000000 Penalty: 5904.645996
	Iteration 70Q: 3 clusters Score -1.895129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 145522 members 
Entering Unmasked Estep 
Score: -18951282.000000 Penalty: 5904.645996
	Iteration 71Q: 3 clusters Score -1.895128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 145544 members 
Entering Unmasked Estep 
Score: -18951282.000000 Penalty: 5904.645996
	Iteration 72Q: 3 clusters Score -1.895128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -18951260.000000 Penalty: 5904.645996
	Iteration 73Q: 3 clusters Score -1.895126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -18951282.000000 Penalty: 5904.645996
	Iteration 74Q: 3 clusters Score -1.895128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 145612 members 
Entering Unmasked Estep 
Score: -18951284.000000 Penalty: 5904.645996
	Iteration 75Q: 3 clusters Score -1.895128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -18951308.000000 Penalty: 5904.645996
	Iteration 76Q: 3 clusters Score -1.895131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 145663 members 
Entering Unmasked Estep 
Score: -18951310.000000 Penalty: 5904.645996
	Iteration 77Q: 3 clusters Score -1.895131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 145686 members 
Entering Unmasked Estep 
Score: -18951316.000000 Penalty: 5904.645996
	Iteration 78Q: 3 clusters Score -1.895132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -18951326.000000 Penalty: 5904.645996
	Iteration 79Q: 3 clusters Score -1.895133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -18951320.000000 Penalty: 5904.645996
	Iteration 80F: 3 clusters Score -1.895132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -18951322.000000 Penalty: 5904.645996
	Iteration 81Q: 3 clusters Score -1.895132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 145724 members 
Entering Unmasked Estep 
Score: -18951336.000000 Penalty: 5904.645996
	Iteration 82Q: 3 clusters Score -1.895134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 145732 members 
Entering Unmasked Estep 
Score: -18951332.000000 Penalty: 5904.645996
	Iteration 83Q: 3 clusters Score -1.895133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 145738 members 
Entering Unmasked Estep 
Score: -18951336.000000 Penalty: 5904.645996
	Iteration 84Q: 3 clusters Score -1.895134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 145742 members 
Entering Unmasked Estep 
Score: -18951348.000000 Penalty: 5904.645996
	Iteration 85Q: 3 clusters Score -1.895135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 145744 members 
Entering Unmasked Estep 
Score: -18951364.000000 Penalty: 5904.645996
	Iteration 86Q: 3 clusters Score -1.895136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 145746 members 
Entering Unmasked Estep 
Score: -18951358.000000 Penalty: 5904.645996
	Iteration 87Q: 3 clusters Score -1.895136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 145751 members 
Entering Unmasked Estep 
Score: -18951364.000000 Penalty: 5904.645996
	Iteration 88Q: 3 clusters Score -1.895136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -18951352.000000 Penalty: 5904.645996
	Iteration 89Q: 3 clusters Score -1.895135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -18951350.000000 Penalty: 5904.645996
	Iteration 90Q: 3 clusters Score -1.895135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -18951350.000000 Penalty: 5904.645996
	Iteration 91F: 3 clusters Score -1.895135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (199849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199849 members 
Entering Unmasked Estep 
Score: -25544132.000000 Penalty: 3026.918701
	Iteration 0F: 2 clusters Score -2.554413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -25412902.000000 Penalty: 6053.837402
	Iteration 0F: 3 clusters Score -2.54129e+07 nChanged 96091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -25468814.000000 Penalty: 6053.837402
	Iteration 1F: 3 clusters Score -2.546881e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -25469964.000000 Penalty: 6053.837402
	Iteration 2Q: 3 clusters Score -2.546996e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -25471874.000000 Penalty: 6053.837402
	Iteration 3Q: 3 clusters Score -2.547187e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 120681 members 
Entering Unmasked Estep 
Score: -25475368.000000 Penalty: 6053.837402
	Iteration 4Q: 3 clusters Score -2.547537e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -25481332.000000 Penalty: 6053.837402
	Iteration 5F: 3 clusters Score -2.548133e+07 nChanged 15540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -25492764.000000 Penalty: 6053.837402
	Iteration 6F: 3 clusters Score -2.549276e+07 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 165812 members 
Entering Unmasked Estep 
Score: -25509632.000000 Penalty: 6053.837402
	Iteration 7F: 3 clusters Score -2.550963e+07 nChanged 17185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 182993 members 
Entering Unmasked Estep 
Score: -25526546.000000 Penalty: 6053.837402
	Iteration 8F: 3 clusters Score -2.552655e+07 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 193758 members 
Entering Unmasked Estep 
Score: -25536556.000000 Penalty: 6053.837402
	Iteration 9F: 3 clusters Score -2.553656e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 197990 members 
Entering Unmasked Estep 
Score: -25540014.000000 Penalty: 6053.837402
	Iteration 10Q: 3 clusters Score -2.554001e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 199183 members 
Entering Unmasked Estep 
Score: -25540880.000000 Penalty: 6053.837402
	Iteration 11Q: 3 clusters Score -2.554088e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 199490 members 
Entering Unmasked Estep 
Score: -25541128.000000 Penalty: 6053.837402
	Iteration 12Q: 3 clusters Score -2.554113e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199570 members 
Entering Unmasked Estep 
Score: -25541276.000000 Penalty: 6053.837402
	Iteration 13Q: 3 clusters Score -2.554128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199602 members 
Entering Unmasked Estep 
Score: -25541308.000000 Penalty: 6053.837402
	Iteration 14Q: 3 clusters Score -2.554131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 199619 members 
Entering Unmasked Estep 
Score: -25541374.000000 Penalty: 6053.837402
	Iteration 15Q: 3 clusters Score -2.554137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199627 members 
Entering Unmasked Estep 
Score: -25541370.000000 Penalty: 6053.837402
	Iteration 16Q: 3 clusters Score -2.554137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 199633 members 
Entering Unmasked Estep 
Score: -25541406.000000 Penalty: 6053.837402
	Iteration 17Q: 3 clusters Score -2.554141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 199637 members 
Entering Unmasked Estep 
Score: -25541408.000000 Penalty: 6053.837402
	Iteration 18Q: 3 clusters Score -2.554141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199641 members 
Entering Unmasked Estep 
Score: -25541420.000000 Penalty: 6053.837402
	Iteration 19Q: 3 clusters Score -2.554142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199642 members 
Entering Unmasked Estep 
Score: -25541428.000000 Penalty: 6053.837402
	Iteration 20F: 3 clusters Score -2.554143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -553679.562500 Penalty: 2082.358398
	Iteration 0F: 2 clusters Score -553679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -549509.625000 Penalty: 4164.716797
	Iteration 0F: 3 clusters Score -549509.6 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -550416.312500 Penalty: 4164.716797
	Iteration 1F: 3 clusters Score -550416.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -550596.125000 Penalty: 4164.716797
	Iteration 2F: 3 clusters Score -550596.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -550726.875000 Penalty: 4164.716797
	Iteration 3F: 3 clusters Score -550726.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -550822.750000 Penalty: 4164.716797
	Iteration 4Q: 3 clusters Score -550822.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -550897.062500 Penalty: 4164.716797
	Iteration 5Q: 3 clusters Score -550897.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -550955.250000 Penalty: 4164.716797
	Iteration 6Q: 3 clusters Score -550955.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -550995.187500 Penalty: 4164.716797
	Iteration 7Q: 3 clusters Score -550995.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -551036.500000 Penalty: 4164.716797
	Iteration 8Q: 3 clusters Score -551036.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -551068.750000 Penalty: 4164.716797
	Iteration 9Q: 3 clusters Score -551068.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -551101.437500 Penalty: 4164.716797
	Iteration 10Q: 3 clusters Score -551101.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -551134.687500 Penalty: 4164.716797
	Iteration 11Q: 3 clusters Score -551134.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -551173.125000 Penalty: 4164.716797
	Iteration 12Q: 3 clusters Score -551173.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -551208.937500 Penalty: 4164.716797
	Iteration 13Q: 3 clusters Score -551208.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -551244.125000 Penalty: 4164.716797
	Iteration 14Q: 3 clusters Score -551244.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -551282.375000 Penalty: 4164.716797
	Iteration 15Q: 3 clusters Score -551282.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -551328.375000 Penalty: 4164.716797
	Iteration 16Q: 3 clusters Score -551328.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -551370.500000 Penalty: 4164.716797
	Iteration 17Q: 3 clusters Score -551370.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -551414.125000 Penalty: 4164.716797
	Iteration 18Q: 3 clusters Score -551414.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -551450.187500 Penalty: 4164.716797
	Iteration 19Q: 3 clusters Score -551450.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -551485.437500 Penalty: 4164.716797
	Iteration 20F: 3 clusters Score -551485.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -551532.187500 Penalty: 4164.716797
	Iteration 21Q: 3 clusters Score -551532.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -551566.750000 Penalty: 4164.716797
	Iteration 22Q: 3 clusters Score -551566.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -551593.250000 Penalty: 4164.716797
	Iteration 23Q: 3 clusters Score -551593.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -551613.625000 Penalty: 4164.716797
	Iteration 24Q: 3 clusters Score -551613.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -551638.312500 Penalty: 4164.716797
	Iteration 25Q: 3 clusters Score -551638.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -551651.750000 Penalty: 4164.716797
	Iteration 26Q: 3 clusters Score -551651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -551668.687500 Penalty: 4164.716797
	Iteration 27Q: 3 clusters Score -551668.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -551681.375000 Penalty: 4164.716797
	Iteration 28Q: 3 clusters Score -551681.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -551696.625000 Penalty: 4164.716797
	Iteration 29Q: 3 clusters Score -551696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -551702.625000 Penalty: 4164.716797
	Iteration 30Q: 3 clusters Score -551702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -551706.562500 Penalty: 4164.716797
	Iteration 31Q: 3 clusters Score -551706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -551711.312500 Penalty: 4164.716797
	Iteration 32Q: 3 clusters Score -551711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -551714.750000 Penalty: 4164.716797
	Iteration 33Q: 3 clusters Score -551714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -551719.250000 Penalty: 4164.716797
	Iteration 34Q: 3 clusters Score -551719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -551722.875000 Penalty: 4164.716797
	Iteration 35Q: 3 clusters Score -551722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -551727.437500 Penalty: 4164.716797
	Iteration 36Q: 3 clusters Score -551727.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -551738.375000 Penalty: 4164.716797
	Iteration 37Q: 3 clusters Score -551738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -551746.937500 Penalty: 4164.716797
	Iteration 38Q: 3 clusters Score -551746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -551752.250000 Penalty: 4164.716797
	Iteration 39Q: 3 clusters Score -551752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -551756.562500 Penalty: 4164.716797
	Iteration 40F: 3 clusters Score -551756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -551760.687500 Penalty: 4164.716797
	Iteration 41Q: 3 clusters Score -551760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -551764.437500 Penalty: 4164.716797
	Iteration 42Q: 3 clusters Score -551764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -551766.687500 Penalty: 4164.716797
	Iteration 43Q: 3 clusters Score -551766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -551770.312500 Penalty: 4164.716797
	Iteration 44Q: 3 clusters Score -551770.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -551775.375000 Penalty: 4164.716797
	Iteration 45Q: 3 clusters Score -551775.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -551776.875000 Penalty: 4164.716797
	Iteration 46Q: 3 clusters Score -551776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -551778.312500 Penalty: 4164.716797
	Iteration 47Q: 3 clusters Score -551778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -551779.312500 Penalty: 4164.716797
	Iteration 48Q: 3 clusters Score -551779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -551781.250000 Penalty: 4164.716797
	Iteration 49Q: 3 clusters Score -551781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -551784.250000 Penalty: 4164.716797
	Iteration 50Q: 3 clusters Score -551784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -551786.562500 Penalty: 4164.716797
	Iteration 51Q: 3 clusters Score -551786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -551787.437500 Penalty: 4164.716797
	Iteration 52Q: 3 clusters Score -551787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -551787.750000 Penalty: 4164.716797
	Iteration 53Q: 3 clusters Score -551787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -551788.062500 Penalty: 4164.716797
	Iteration 54Q: 3 clusters Score -551788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -551791.375000 Penalty: 4164.716797
	Iteration 55Q: 3 clusters Score -551791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -551791.375000 Penalty: 4164.716797
	Iteration 56F: 3 clusters Score -551791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62849.007812 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62849.01 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63162.996094 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63535.335938 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63535.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63865.902344 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -63865.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64157.996094 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -64158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64452.500000 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -64452.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -64578.425781 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -64578.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64697.917969 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -64697.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64713.679688 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -64713.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64721.226562 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -64721.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64724.765625 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -64724.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64726.445312 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -64726.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -64726.445312 Penalty: 3167.056396
	Iteration 12F: 3 clusters Score -64726.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 147935 members 
Mstep: Class 3 contains 199849 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 420 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179131 members 
Mstep: Class 12 contains 176804 members 
Mstep: Class 13 contains 80958 members 
Mstep: Class 14 contains 209685 members 
Mstep: Class 15 contains 53063 members 
Mstep: Class 16 contains 62594 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 173 members 
Entering Unmasked Estep 
Score: -149685232.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687280.000000 to -149685232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Entering Unmasked Estep 
Score: -984067.187500 Penalty: 2215.188721
	Iteration 0F: 2 clusters Score -984067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -977888.562500 Penalty: 4430.377441
	Iteration 0F: 3 clusters Score -977888.6 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -979528.812500 Penalty: 4430.377441
	Iteration 1F: 3 clusters Score -979528.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -979791.000000 Penalty: 4430.377441
	Iteration 2F: 3 clusters Score -979791 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -979928.750000 Penalty: 4430.377441
	Iteration 3Q: 3 clusters Score -979928.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -980034.437500 Penalty: 4430.377441
	Iteration 4Q: 3 clusters Score -980034.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -980123.937500 Penalty: 4430.377441
	Iteration 5Q: 3 clusters Score -980123.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -980200.625000 Penalty: 4430.377441
	Iteration 6Q: 3 clusters Score -980200.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -980268.812500 Penalty: 4430.377441
	Iteration 7Q: 3 clusters Score -980268.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -980324.812500 Penalty: 4430.377441
	Iteration 8Q: 3 clusters Score -980324.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -980383.750000 Penalty: 4430.377441
	Iteration 9Q: 3 clusters Score -980383.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -980459.625000 Penalty: 4430.377441
	Iteration 10Q: 3 clusters Score -980459.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -980544.000000 Penalty: 4430.377441
	Iteration 11Q: 3 clusters Score -980544 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -980636.562500 Penalty: 4430.377441
	Iteration 12Q: 3 clusters Score -980636.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -980735.812500 Penalty: 4430.377441
	Iteration 13Q: 3 clusters Score -980735.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -980860.125000 Penalty: 4430.377441
	Iteration 14Q: 3 clusters Score -980860.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -981002.000000 Penalty: 4430.377441
	Iteration 15Q: 3 clusters Score -981002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -981171.375000 Penalty: 4430.377441
	Iteration 16Q: 3 clusters Score -981171.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -981334.562500 Penalty: 4430.377441
	Iteration 17Q: 3 clusters Score -981334.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -981494.875000 Penalty: 4430.377441
	Iteration 18Q: 3 clusters Score -981494.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -981634.437500 Penalty: 4430.377441
	Iteration 19Q: 3 clusters Score -981634.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -981751.375000 Penalty: 4430.377441
	Iteration 20F: 3 clusters Score -981751.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -981854.187500 Penalty: 4430.377441
	Iteration 21Q: 3 clusters Score -981854.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -981939.062500 Penalty: 4430.377441
	Iteration 22Q: 3 clusters Score -981939.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -981998.187500 Penalty: 4430.377441
	Iteration 23Q: 3 clusters Score -981998.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -982030.250000 Penalty: 4430.377441
	Iteration 24Q: 3 clusters Score -982030.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -982056.062500 Penalty: 4430.377441
	Iteration 25Q: 3 clusters Score -982056.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -982080.812500 Penalty: 4430.377441
	Iteration 26Q: 3 clusters Score -982080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -982093.812500 Penalty: 4430.377441
	Iteration 27Q: 3 clusters Score -982093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -982108.687500 Penalty: 4430.377441
	Iteration 28Q: 3 clusters Score -982108.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -982121.937500 Penalty: 4430.377441
	Iteration 29Q: 3 clusters Score -982121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -982126.062500 Penalty: 4430.377441
	Iteration 30Q: 3 clusters Score -982126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -982130.687500 Penalty: 4430.377441
	Iteration 31Q: 3 clusters Score -982130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -982130.625000 Penalty: 4430.377441
	Iteration 32Q: 3 clusters Score -982130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -982136.687500 Penalty: 4430.377441
	Iteration 33Q: 3 clusters Score -982136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -982140.125000 Penalty: 4430.377441
	Iteration 34Q: 3 clusters Score -982140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -982147.812500 Penalty: 4430.377441
	Iteration 35Q: 3 clusters Score -982147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -982150.000000 Penalty: 4430.377441
	Iteration 36Q: 3 clusters Score -982150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -982152.062500 Penalty: 4430.377441
	Iteration 37Q: 3 clusters Score -982152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -982153.750000 Penalty: 4430.377441
	Iteration 38Q: 3 clusters Score -982153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -982156.562500 Penalty: 4430.377441
	Iteration 39Q: 3 clusters Score -982156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -982158.875000 Penalty: 4430.377441
	Iteration 40F: 3 clusters Score -982158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21981.873047 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -21981.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22120.814453 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22120.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22172.244141 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -22172.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22206.357422 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22206.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22226.466797 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22226.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22234.949219 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22234.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22241.730469 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22241.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22248.449219 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22248.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22271.621094 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -22271.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22291.900391 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -22291.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22296.298828 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -22296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22332.054688 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -22332.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22344.431641 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -22344.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22360.785156 Penalty: 2734.660645
	Iteration 13Q: 3 clusters Score -22360.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22397.945312 Penalty: 2734.660645
	Iteration 14Q: 3 clusters Score -22397.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22403.287109 Penalty: 2734.660645
	Iteration 15Q: 3 clusters Score -22403.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22412.582031 Penalty: 2734.660645
	Iteration 16Q: 3 clusters Score -22412.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22429.664062 Penalty: 2734.660645
	Iteration 17Q: 3 clusters Score -22429.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22445.757812 Penalty: 2734.660645
	Iteration 18Q: 3 clusters Score -22445.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22452.845703 Penalty: 2734.660645
	Iteration 19Q: 3 clusters Score -22452.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22454.626953 Penalty: 2734.660645
	Iteration 20F: 3 clusters Score -22454.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -218752.781250 Penalty: 1864.210327
	Iteration 0F: 2 clusters Score -218752.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -216257.203125 Penalty: 3728.420654
	Iteration 0F: 3 clusters Score -216257.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216650.437500 Penalty: 3728.420654
	Iteration 1F: 3 clusters Score -216650.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216774.046875 Penalty: 3728.420654
	Iteration 2F: 3 clusters Score -216774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -216831.796875 Penalty: 3728.420654
	Iteration 3Q: 3 clusters Score -216831.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216861.531250 Penalty: 3728.420654
	Iteration 4Q: 3 clusters Score -216861.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -216885.359375 Penalty: 3728.420654
	Iteration 5Q: 3 clusters Score -216885.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -216898.781250 Penalty: 3728.420654
	Iteration 6Q: 3 clusters Score -216898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -216908.265625 Penalty: 3728.420654
	Iteration 7Q: 3 clusters Score -216908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -216916.000000 Penalty: 3728.420654
	Iteration 8Q: 3 clusters Score -216916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -216920.515625 Penalty: 3728.420654
	Iteration 9Q: 3 clusters Score -216920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -216925.343750 Penalty: 3728.420654
	Iteration 10Q: 3 clusters Score -216925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -216931.156250 Penalty: 3728.420654
	Iteration 11Q: 3 clusters Score -216931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -216935.000000 Penalty: 3728.420654
	Iteration 12Q: 3 clusters Score -216935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -216939.375000 Penalty: 3728.420654
	Iteration 13Q: 3 clusters Score -216939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216949.625000 Penalty: 3728.420654
	Iteration 14Q: 3 clusters Score -216949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -216956.593750 Penalty: 3728.420654
	Iteration 15Q: 3 clusters Score -216956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -216965.468750 Penalty: 3728.420654
	Iteration 16Q: 3 clusters Score -216965.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -216984.015625 Penalty: 3728.420654
	Iteration 17Q: 3 clusters Score -216984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -216996.250000 Penalty: 3728.420654
	Iteration 18Q: 3 clusters Score -216996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217001.875000 Penalty: 3728.420654
	Iteration 19Q: 3 clusters Score -217001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217006.359375 Penalty: 3728.420654
	Iteration 20F: 3 clusters Score -217006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -217009.250000 Penalty: 3728.420654
	Iteration 21Q: 3 clusters Score -217009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -217014.875000 Penalty: 3728.420654
	Iteration 22Q: 3 clusters Score -217014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217021.171875 Penalty: 3728.420654
	Iteration 23Q: 3 clusters Score -217021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217026.390625 Penalty: 3728.420654
	Iteration 24Q: 3 clusters Score -217026.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -217030.859375 Penalty: 3728.420654
	Iteration 25Q: 3 clusters Score -217030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217035.234375 Penalty: 3728.420654
	Iteration 26Q: 3 clusters Score -217035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217038.375000 Penalty: 3728.420654
	Iteration 27Q: 3 clusters Score -217038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217041.000000 Penalty: 3728.420654
	Iteration 28Q: 3 clusters Score -217041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217041.937500 Penalty: 3728.420654
	Iteration 29Q: 3 clusters Score -217041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -217042.625000 Penalty: 3728.420654
	Iteration 30Q: 3 clusters Score -217042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -217043.171875 Penalty: 3728.420654
	Iteration 31Q: 3 clusters Score -217043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -217045.125000 Penalty: 3728.420654
	Iteration 32Q: 3 clusters Score -217045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217048.250000 Penalty: 3728.420654
	Iteration 33Q: 3 clusters Score -217048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217051.156250 Penalty: 3728.420654
	Iteration 34Q: 3 clusters Score -217051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217052.593750 Penalty: 3728.420654
	Iteration 35Q: 3 clusters Score -217052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217054.312500 Penalty: 3728.420654
	Iteration 36Q: 3 clusters Score -217054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -217055.656250 Penalty: 3728.420654
	Iteration 37Q: 3 clusters Score -217055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217057.015625 Penalty: 3728.420654
	Iteration 38Q: 3 clusters Score -217057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217058.171875 Penalty: 3728.420654
	Iteration 39Q: 3 clusters Score -217058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217058.546875 Penalty: 3728.420654
	Iteration 40F: 3 clusters Score -217058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56664.445312 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56664.45 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57081.460938 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -57081.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57273.117188 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -57273.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57459.339844 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -57459.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57643.480469 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -57643.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57870.960938 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -57870.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58071.492188 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -58071.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58173.867188 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -58173.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58191.230469 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -58191.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58245.386719 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -58245.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58276.355469 Penalty: 3116.930664
	Iteration 10F: 3 clusters Score -58276.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58446.906250 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -58446.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58446.906250 Penalty: 3116.930664
	Iteration 12F: 3 clusters Score -58446.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 147935 members 
Mstep: Class 3 contains 199849 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179131 members 
Mstep: Class 12 contains 176804 members 
Mstep: Class 13 contains 80958 members 
Mstep: Class 14 contains 209685 members 
Mstep: Class 15 contains 53063 members 
Mstep: Class 16 contains 62594 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 326 members 
Entering Unmasked Estep 
Score: -149685200.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149687280.000000 to -149685200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 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 326 members 
Entering Unmasked Estep 
Score: -73404.351562 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73404.35 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73693.046875 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73693.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73788.390625 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73788.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73859.921875 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73859.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73942.390625 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73942.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73991.507812 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -73991.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74056.335938 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74056.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74136.242188 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74136.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74207.609375 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74207.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74265.031250 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74265.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74293.757812 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74293.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74310.039062 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74310.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74323.140625 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74323.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74332.554688 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74332.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74354.031250 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74354.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74357.773438 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -74357.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74360.453125 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -74360.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74365.304688 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -74365.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74369.718750 Penalty: 3217.891357
	Iteration 18F: 3 clusters Score -74369.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74394.585938 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -74394.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74401.890625 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -74401.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74404.859375 Penalty: 3217.891357
	Iteration 21Q: 3 clusters Score -74404.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74404.859375 Penalty: 3217.891357
	Iteration 22F: 3 clusters Score -74404.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (179131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179131 members 
Entering Unmasked Estep 
Score: -22908454.000000 Penalty: 2999.776367
	Iteration 0F: 2 clusters Score -2.290845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -22790852.000000 Penalty: 5999.552734
	Iteration 0F: 3 clusters Score -2.279085e+07 nChanged 85689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88021 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -22841326.000000 Penalty: 5999.552734
	Iteration 1F: 3 clusters Score -2.284133e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -22842972.000000 Penalty: 5999.552734
	Iteration 2Q: 3 clusters Score -2.284297e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -22845402.000000 Penalty: 5999.552734
	Iteration 3Q: 3 clusters Score -2.28454e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -22848770.000000 Penalty: 5999.552734
	Iteration 4Q: 3 clusters Score -2.284877e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -22853938.000000 Penalty: 5999.552734
	Iteration 5F: 3 clusters Score -2.285394e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -22861172.000000 Penalty: 5999.552734
	Iteration 6F: 3 clusters Score -2.286117e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -22869684.000000 Penalty: 5999.552734
	Iteration 7F: 3 clusters Score -2.286968e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 116435 members 
Entering Unmasked Estep 
Score: -22878800.000000 Penalty: 5999.552734
	Iteration 8F: 3 clusters Score -2.28788e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 121617 members 
Entering Unmasked Estep 
Score: -22886048.000000 Penalty: 5999.552734
	Iteration 9F: 3 clusters Score -2.288605e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -22890808.000000 Penalty: 5999.552734
	Iteration 10Q: 3 clusters Score -2.289081e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -22893440.000000 Penalty: 5999.552734
	Iteration 11Q: 3 clusters Score -2.289344e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 132198 members 
Entering Unmasked Estep 
Score: -22894970.000000 Penalty: 5999.552734
	Iteration 12Q: 3 clusters Score -2.289497e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 135297 members 
Entering Unmasked Estep 
Score: -22896270.000000 Penalty: 5999.552734
	Iteration 13Q: 3 clusters Score -2.289627e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 138371 members 
Entering Unmasked Estep 
Score: -22897392.000000 Penalty: 5999.552734
	Iteration 14Q: 3 clusters Score -2.289739e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -22898428.000000 Penalty: 5999.552734
	Iteration 15Q: 3 clusters Score -2.289843e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 144325 members 
Entering Unmasked Estep 
Score: -22899464.000000 Penalty: 5999.552734
	Iteration 16Q: 3 clusters Score -2.289946e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -22900512.000000 Penalty: 5999.552734
	Iteration 17Q: 3 clusters Score -2.290051e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
Score: -22901498.000000 Penalty: 5999.552734
	Iteration 18Q: 3 clusters Score -2.29015e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -22902458.000000 Penalty: 5999.552734
	Iteration 19Q: 3 clusters Score -2.290246e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -22903312.000000 Penalty: 5999.552734
	Iteration 20F: 3 clusters Score -2.290331e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -22904038.000000 Penalty: 5999.552734
	Iteration 21Q: 3 clusters Score -2.290404e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 158959 members 
Entering Unmasked Estep 
Score: -22904908.000000 Penalty: 5999.552734
	Iteration 22Q: 3 clusters Score -2.290491e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -22905612.000000 Penalty: 5999.552734
	Iteration 23Q: 3 clusters Score -2.290561e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 162463 members 
Entering Unmasked Estep 
Score: -22906346.000000 Penalty: 5999.552734
	Iteration 24Q: 3 clusters Score -2.290635e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 163916 members 
Entering Unmasked Estep 
Score: -22906920.000000 Penalty: 5999.552734
	Iteration 25Q: 3 clusters Score -2.290692e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 165259 members 
Entering Unmasked Estep 
Score: -22907418.000000 Penalty: 5999.552734
	Iteration 26Q: 3 clusters Score -2.290742e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -22907676.000000 Penalty: 5999.552734
	Iteration 27Q: 3 clusters Score -2.290768e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -22908038.000000 Penalty: 5999.552734
	Iteration 28Q: 3 clusters Score -2.290804e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 168617 members 
Entering Unmasked Estep 
Score: -22908254.000000 Penalty: 5999.552734
	Iteration 29Q: 3 clusters Score -2.290825e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 169487 members 
Entering Unmasked Estep 
Score: -22908334.000000 Penalty: 5999.552734
	Iteration 30Q: 3 clusters Score -2.290833e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -22908512.000000 Penalty: 5999.552734
	Iteration 31Q: 3 clusters Score -2.290851e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 170877 members 
Entering Unmasked Estep 
Score: -22908428.000000 Penalty: 5999.552734
	Iteration 32Q: 3 clusters Score -2.290843e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -22908522.000000 Penalty: 5999.552734
	Iteration 33Q: 3 clusters Score -2.290852e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -22908562.000000 Penalty: 5999.552734
	Iteration 34Q: 3 clusters Score -2.290856e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -22908616.000000 Penalty: 5999.552734
	Iteration 35Q: 3 clusters Score -2.290862e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 172745 members 
Entering Unmasked Estep 
Score: -22908604.000000 Penalty: 5999.552734
	Iteration 36Q: 3 clusters Score -2.29086e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -22908542.000000 Penalty: 5999.552734
	Iteration 37Q: 3 clusters Score -2.290854e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -22908524.000000 Penalty: 5999.552734
	Iteration 38Q: 3 clusters Score -2.290852e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 173663 members 
Entering Unmasked Estep 
Score: -22908500.000000 Penalty: 5999.552734
	Iteration 39Q: 3 clusters Score -2.29085e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 173881 members 
Entering Unmasked Estep 
Score: -22908416.000000 Penalty: 5999.552734
	Iteration 40F: 3 clusters Score -2.290842e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 174073 members 
Entering Unmasked Estep 
Score: -22908368.000000 Penalty: 5999.552734
	Iteration 41Q: 3 clusters Score -2.290837e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -22908368.000000 Penalty: 5999.552734
	Iteration 42Q: 3 clusters Score -2.290837e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 174415 members 
Entering Unmasked Estep 
Score: -22908364.000000 Penalty: 5999.552734
	Iteration 43Q: 3 clusters Score -2.290836e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -22908360.000000 Penalty: 5999.552734
	Iteration 44Q: 3 clusters Score -2.290836e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -22908386.000000 Penalty: 5999.552734
	Iteration 45Q: 3 clusters Score -2.290839e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -22908370.000000 Penalty: 5999.552734
	Iteration 46Q: 3 clusters Score -2.290837e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 174895 members 
Entering Unmasked Estep 
Score: -22908368.000000 Penalty: 5999.552734
	Iteration 47Q: 3 clusters Score -2.290837e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 174987 members 
Entering Unmasked Estep 
Score: -22908406.000000 Penalty: 5999.552734
	Iteration 48Q: 3 clusters Score -2.290841e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -22908364.000000 Penalty: 5999.552734
	Iteration 49Q: 3 clusters Score -2.290836e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 175107 members 
Entering Unmasked Estep 
Score: -22908354.000000 Penalty: 5999.552734
	Iteration 50Q: 3 clusters Score -2.290835e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -22908348.000000 Penalty: 5999.552734
	Iteration 51Q: 3 clusters Score -2.290835e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 175201 members 
Entering Unmasked Estep 
Score: -22908348.000000 Penalty: 5999.552734
	Iteration 52Q: 3 clusters Score -2.290835e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 175244 members 
Entering Unmasked Estep 
Score: -22908366.000000 Penalty: 5999.552734
	Iteration 53Q: 3 clusters Score -2.290837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -22908364.000000 Penalty: 5999.552734
	Iteration 54Q: 3 clusters Score -2.290836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 175315 members 
Entering Unmasked Estep 
Score: -22908388.000000 Penalty: 5999.552734
	Iteration 55Q: 3 clusters Score -2.290839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 175338 members 
Entering Unmasked Estep 
Score: -22908360.000000 Penalty: 5999.552734
	Iteration 56Q: 3 clusters Score -2.290836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -22908350.000000 Penalty: 5999.552734
	Iteration 57Q: 3 clusters Score -2.290835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -22908360.000000 Penalty: 5999.552734
	Iteration 58Q: 3 clusters Score -2.290836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -22908344.000000 Penalty: 5999.552734
	Iteration 59Q: 3 clusters Score -2.290834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -22908328.000000 Penalty: 5999.552734
	Iteration 60F: 3 clusters Score -2.290833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 175445 members 
Entering Unmasked Estep 
Score: -22908318.000000 Penalty: 5999.552734
	Iteration 61Q: 3 clusters Score -2.290832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -22908308.000000 Penalty: 5999.552734
	Iteration 62Q: 3 clusters Score -2.290831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -22908320.000000 Penalty: 5999.552734
	Iteration 63Q: 3 clusters Score -2.290832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 175490 members 
Entering Unmasked Estep 
Score: -22908304.000000 Penalty: 5999.552734
	Iteration 64Q: 3 clusters Score -2.29083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 175502 members 
Entering Unmasked Estep 
Score: -22908342.000000 Penalty: 5999.552734
	Iteration 65Q: 3 clusters Score -2.290834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 175509 members 
Entering Unmasked Estep 
Score: -22908318.000000 Penalty: 5999.552734
	Iteration 66Q: 3 clusters Score -2.290832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 175516 members 
Entering Unmasked Estep 
Score: -22908314.000000 Penalty: 5999.552734
	Iteration 67Q: 3 clusters Score -2.290831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 175524 members 
Entering Unmasked Estep 
Score: -22908308.000000 Penalty: 5999.552734
	Iteration 68Q: 3 clusters Score -2.290831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -22908300.000000 Penalty: 5999.552734
	Iteration 69Q: 3 clusters Score -2.29083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 175547 members 
Entering Unmasked Estep 
Score: -22908296.000000 Penalty: 5999.552734
	Iteration 70Q: 3 clusters Score -2.29083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -22908302.000000 Penalty: 5999.552734
	Iteration 71Q: 3 clusters Score -2.29083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -22908272.000000 Penalty: 5999.552734
	Iteration 72Q: 3 clusters Score -2.290827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -22908280.000000 Penalty: 5999.552734
	Iteration 73Q: 3 clusters Score -2.290828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 175592 members 
Entering Unmasked Estep 
Score: -22908280.000000 Penalty: 5999.552734
	Iteration 74Q: 3 clusters Score -2.290828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 175597 members 
Entering Unmasked Estep 
Score: -22908266.000000 Penalty: 5999.552734
	Iteration 75Q: 3 clusters Score -2.290827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -22908268.000000 Penalty: 5999.552734
	Iteration 76Q: 3 clusters Score -2.290827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -22908296.000000 Penalty: 5999.552734
	Iteration 77Q: 3 clusters Score -2.29083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -22908298.000000 Penalty: 5999.552734
	Iteration 78Q: 3 clusters Score -2.29083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -22908290.000000 Penalty: 5999.552734
	Iteration 79Q: 3 clusters Score -2.290829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -22908288.000000 Penalty: 5999.552734
	Iteration 80F: 3 clusters Score -2.290829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -22908286.000000 Penalty: 5999.552734
	Iteration 81Q: 3 clusters Score -2.290829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -22908302.000000 Penalty: 5999.552734
	Iteration 82Q: 3 clusters Score -2.29083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -22908300.000000 Penalty: 5999.552734
	Iteration 83Q: 3 clusters Score -2.29083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -22908278.000000 Penalty: 5999.552734
	Iteration 84Q: 3 clusters Score -2.290828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 175696 members 
Entering Unmasked Estep 
Score: -22908284.000000 Penalty: 5999.552734
	Iteration 85Q: 3 clusters Score -2.290828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -22908294.000000 Penalty: 5999.552734
	Iteration 86Q: 3 clusters Score -2.290829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 175714 members 
Entering Unmasked Estep 
Score: -22908302.000000 Penalty: 5999.552734
	Iteration 87Q: 3 clusters Score -2.29083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -22908298.000000 Penalty: 5999.552734
	Iteration 88Q: 3 clusters Score -2.29083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -22908294.000000 Penalty: 5999.552734
	Iteration 89Q: 3 clusters Score -2.290829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -22908288.000000 Penalty: 5999.552734
	Iteration 90Q: 3 clusters Score -2.290829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -22908282.000000 Penalty: 5999.552734
	Iteration 91Q: 3 clusters Score -2.290828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 175746 members 
Entering Unmasked Estep 
Score: -22908282.000000 Penalty: 5999.552734
	Iteration 92Q: 3 clusters Score -2.290828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -22908278.000000 Penalty: 5999.552734
	Iteration 93Q: 3 clusters Score -2.290828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 175755 members 
Entering Unmasked Estep 
Score: -22908256.000000 Penalty: 5999.552734
	Iteration 94Q: 3 clusters Score -2.290826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -22908278.000000 Penalty: 5999.552734
	Iteration 95Q: 3 clusters Score -2.290828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -22908254.000000 Penalty: 5999.552734
	Iteration 96Q: 3 clusters Score -2.290825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 175770 members 
Entering Unmasked Estep 
Score: -22908274.000000 Penalty: 5999.552734
	Iteration 97Q: 3 clusters Score -2.290827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 175774 members 
Entering Unmasked Estep 
Score: -22908272.000000 Penalty: 5999.552734
	Iteration 98Q: 3 clusters Score -2.290827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -22908262.000000 Penalty: 5999.552734
	Iteration 99Q: 3 clusters Score -2.290826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 175782 members 
Entering Unmasked Estep 
Score: -22908248.000000 Penalty: 5999.552734
	Iteration 100F: 3 clusters Score -2.290825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 175788 members 
Entering Unmasked Estep 
Score: -22908260.000000 Penalty: 5999.552734
	Iteration 101Q: 3 clusters Score -2.290826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -22908268.000000 Penalty: 5999.552734
	Iteration 102Q: 3 clusters Score -2.290827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 175800 members 
Entering Unmasked Estep 
Score: -22908282.000000 Penalty: 5999.552734
	Iteration 103Q: 3 clusters Score -2.290828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -22908280.000000 Penalty: 5999.552734
	Iteration 104Q: 3 clusters Score -2.290828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 175811 members 
Entering Unmasked Estep 
Score: -22908280.000000 Penalty: 5999.552734
	Iteration 105Q: 3 clusters Score -2.290828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 175813 members 
Entering Unmasked Estep 
Score: -22908272.000000 Penalty: 5999.552734
	Iteration 106Q: 3 clusters Score -2.290827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 175814 members 
Entering Unmasked Estep 
Score: -22908280.000000 Penalty: 5999.552734
	Iteration 107Q: 3 clusters Score -2.290828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -22908272.000000 Penalty: 5999.552734
	Iteration 108Q: 3 clusters Score -2.290827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 175816 members 
Entering Unmasked Estep 
Score: -22908274.000000 Penalty: 5999.552734
	Iteration 109Q: 3 clusters Score -2.290827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -22908274.000000 Penalty: 5999.552734
	Iteration 110Q: 3 clusters Score -2.290827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -22908274.000000 Penalty: 5999.552734
	Iteration 111F: 3 clusters Score -2.290827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176804 members 
Entering Unmasked Estep 
Score: -22733932.000000 Penalty: 2996.533691
	Iteration 0F: 2 clusters Score -2.273393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -22617714.000000 Penalty: 5993.067383
	Iteration 0F: 3 clusters Score -2.261771e+07 nChanged 84922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88336 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -22667844.000000 Penalty: 5993.067383
	Iteration 1F: 3 clusters Score -2.266784e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88458 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -22668482.000000 Penalty: 5993.067383
	Iteration 2Q: 3 clusters Score -2.266848e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 88132 members 
Entering Unmasked Estep 
Score: -22669660.000000 Penalty: 5993.067383
	Iteration 3Q: 3 clusters Score -2.266966e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -22670816.000000 Penalty: 5993.067383
	Iteration 4Q: 3 clusters Score -2.267082e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -22672288.000000 Penalty: 5993.067383
	Iteration 5Q: 3 clusters Score -2.267229e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -22674186.000000 Penalty: 5993.067383
	Iteration 6Q: 3 clusters Score -2.267419e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -22676584.000000 Penalty: 5993.067383
	Iteration 7Q: 3 clusters Score -2.267658e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -22680496.000000 Penalty: 5993.067383
	Iteration 8Q: 3 clusters Score -2.26805e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -22686830.000000 Penalty: 5993.067383
	Iteration 9F: 3 clusters Score -2.268683e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -22695400.000000 Penalty: 5993.067383
	Iteration 10F: 3 clusters Score -2.26954e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -22704630.000000 Penalty: 5993.067383
	Iteration 11F: 3 clusters Score -2.270463e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -22710908.000000 Penalty: 5993.067383
	Iteration 12F: 3 clusters Score -2.271091e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -22713406.000000 Penalty: 5993.067383
	Iteration 13Q: 3 clusters Score -2.271341e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122238 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -22715078.000000 Penalty: 5993.067383
	Iteration 14Q: 3 clusters Score -2.271508e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125658 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -22716120.000000 Penalty: 5993.067383
	Iteration 15Q: 3 clusters Score -2.271612e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129142 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -22717286.000000 Penalty: 5993.067383
	Iteration 16Q: 3 clusters Score -2.271729e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -22718508.000000 Penalty: 5993.067383
	Iteration 17Q: 3 clusters Score -2.271851e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136085 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -22719718.000000 Penalty: 5993.067383
	Iteration 18Q: 3 clusters Score -2.271972e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139468 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -22721138.000000 Penalty: 5993.067383
	Iteration 19Q: 3 clusters Score -2.272114e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -22722184.000000 Penalty: 5993.067383
	Iteration 20F: 3 clusters Score -2.272218e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -22723286.000000 Penalty: 5993.067383
	Iteration 21Q: 3 clusters Score -2.272329e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -22724514.000000 Penalty: 5993.067383
	Iteration 22Q: 3 clusters Score -2.272451e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -22725774.000000 Penalty: 5993.067383
	Iteration 23Q: 3 clusters Score -2.272577e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154409 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -22726930.000000 Penalty: 5993.067383
	Iteration 24Q: 3 clusters Score -2.272693e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -22727852.000000 Penalty: 5993.067383
	Iteration 25Q: 3 clusters Score -2.272785e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -22728590.000000 Penalty: 5993.067383
	Iteration 26Q: 3 clusters Score -2.272859e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -22729348.000000 Penalty: 5993.067383
	Iteration 27Q: 3 clusters Score -2.272935e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -22730084.000000 Penalty: 5993.067383
	Iteration 28Q: 3 clusters Score -2.273008e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164665 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -22730702.000000 Penalty: 5993.067383
	Iteration 29Q: 3 clusters Score -2.27307e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166109 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -22731206.000000 Penalty: 5993.067383
	Iteration 30Q: 3 clusters Score -2.273121e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -22731656.000000 Penalty: 5993.067383
	Iteration 31Q: 3 clusters Score -2.273166e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -22731836.000000 Penalty: 5993.067383
	Iteration 32Q: 3 clusters Score -2.273184e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -22731976.000000 Penalty: 5993.067383
	Iteration 33Q: 3 clusters Score -2.273198e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170131 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -22732316.000000 Penalty: 5993.067383
	Iteration 34Q: 3 clusters Score -2.273232e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170819 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -22732452.000000 Penalty: 5993.067383
	Iteration 35Q: 3 clusters Score -2.273245e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171359 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22732598.000000 Penalty: 5993.067383
	Iteration 36Q: 3 clusters Score -2.27326e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171792 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -22732606.000000 Penalty: 5993.067383
	Iteration 37Q: 3 clusters Score -2.273261e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172160 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -22732642.000000 Penalty: 5993.067383
	Iteration 38Q: 3 clusters Score -2.273264e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -22732712.000000 Penalty: 5993.067383
	Iteration 39Q: 3 clusters Score -2.273271e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -22732712.000000 Penalty: 5993.067383
	Iteration 40F: 3 clusters Score -2.273271e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172875 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -22732706.000000 Penalty: 5993.067383
	Iteration 41Q: 3 clusters Score -2.273271e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173049 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -22732668.000000 Penalty: 5993.067383
	Iteration 42Q: 3 clusters Score -2.273267e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173198 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -22732650.000000 Penalty: 5993.067383
	Iteration 43Q: 3 clusters Score -2.273265e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -22732672.000000 Penalty: 5993.067383
	Iteration 44Q: 3 clusters Score -2.273267e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -22732678.000000 Penalty: 5993.067383
	Iteration 45Q: 3 clusters Score -2.273268e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -22732652.000000 Penalty: 5993.067383
	Iteration 46Q: 3 clusters Score -2.273265e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173635 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -22732718.000000 Penalty: 5993.067383
	Iteration 47Q: 3 clusters Score -2.273272e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -22732748.000000 Penalty: 5993.067383
	Iteration 48Q: 3 clusters Score -2.273275e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22732698.000000 Penalty: 5993.067383
	Iteration 49Q: 3 clusters Score -2.27327e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -22732692.000000 Penalty: 5993.067383
	Iteration 50Q: 3 clusters Score -2.273269e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173896 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22732692.000000 Penalty: 5993.067383
	Iteration 51Q: 3 clusters Score -2.273269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22732676.000000 Penalty: 5993.067383
	Iteration 52Q: 3 clusters Score -2.273268e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -22732680.000000 Penalty: 5993.067383
	Iteration 53Q: 3 clusters Score -2.273268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173986 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22732672.000000 Penalty: 5993.067383
	Iteration 54Q: 3 clusters Score -2.273267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174008 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22732660.000000 Penalty: 5993.067383
	Iteration 55Q: 3 clusters Score -2.273266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -22732680.000000 Penalty: 5993.067383
	Iteration 56Q: 3 clusters Score -2.273268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174047 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -22732696.000000 Penalty: 5993.067383
	Iteration 57Q: 3 clusters Score -2.27327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -22732702.000000 Penalty: 5993.067383
	Iteration 58Q: 3 clusters Score -2.27327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22732706.000000 Penalty: 5993.067383
	Iteration 59Q: 3 clusters Score -2.273271e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174116 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -22732700.000000 Penalty: 5993.067383
	Iteration 60F: 3 clusters Score -2.27327e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174142 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22732708.000000 Penalty: 5993.067383
	Iteration 61Q: 3 clusters Score -2.273271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174162 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -22732692.000000 Penalty: 5993.067383
	Iteration 62Q: 3 clusters Score -2.273269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174177 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22732702.000000 Penalty: 5993.067383
	Iteration 63Q: 3 clusters Score -2.27327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22732694.000000 Penalty: 5993.067383
	Iteration 64Q: 3 clusters Score -2.273269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174196 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22732698.000000 Penalty: 5993.067383
	Iteration 65Q: 3 clusters Score -2.27327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -22732700.000000 Penalty: 5993.067383
	Iteration 66Q: 3 clusters Score -2.27327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22732702.000000 Penalty: 5993.067383
	Iteration 67Q: 3 clusters Score -2.27327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174204 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22732690.000000 Penalty: 5993.067383
	Iteration 68Q: 3 clusters Score -2.273269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -22732692.000000 Penalty: 5993.067383
	Iteration 69Q: 3 clusters Score -2.273269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -22732692.000000 Penalty: 5993.067383
	Iteration 70F: 3 clusters Score -2.273269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Entering Unmasked Estep 
Score: -10116347.000000 Penalty: 2802.817871
	Iteration 0F: 2 clusters Score -1.011635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -10062364.000000 Penalty: 5605.635742
	Iteration 0F: 3 clusters Score -1.006236e+07 nChanged 37978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -10083726.000000 Penalty: 5605.635742
	Iteration 1F: 3 clusters Score -1.008373e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -10084305.000000 Penalty: 5605.635742
	Iteration 2Q: 3 clusters Score -1.00843e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -10084962.000000 Penalty: 5605.635742
	Iteration 3Q: 3 clusters Score -1.008496e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -10085690.000000 Penalty: 5605.635742
	Iteration 4Q: 3 clusters Score -1.008569e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -10086751.000000 Penalty: 5605.635742
	Iteration 5Q: 3 clusters Score -1.008675e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -10088272.000000 Penalty: 5605.635742
	Iteration 6Q: 3 clusters Score -1.008827e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -10090989.000000 Penalty: 5605.635742
	Iteration 7F: 3 clusters Score -1.009099e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -10095344.000000 Penalty: 5605.635742
	Iteration 8F: 3 clusters Score -1.009534e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -10101511.000000 Penalty: 5605.635742
	Iteration 9F: 3 clusters Score -1.010151e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -10107811.000000 Penalty: 5605.635742
	Iteration 10F: 3 clusters Score -1.010781e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -10111670.000000 Penalty: 5605.635742
	Iteration 11Q: 3 clusters Score -1.011167e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10113186.000000 Penalty: 5605.635742
	Iteration 12Q: 3 clusters Score -1.011319e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10113636.000000 Penalty: 5605.635742
	Iteration 13Q: 3 clusters Score -1.011364e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10113783.000000 Penalty: 5605.635742
	Iteration 14Q: 3 clusters Score -1.011378e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10113853.000000 Penalty: 5605.635742
	Iteration 15Q: 3 clusters Score -1.011385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80718 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10113890.000000 Penalty: 5605.635742
	Iteration 16Q: 3 clusters Score -1.011389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10113917.000000 Penalty: 5605.635742
	Iteration 17Q: 3 clusters Score -1.011392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -10113929.000000 Penalty: 5605.635742
	Iteration 18Q: 3 clusters Score -1.011393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10113929.000000 Penalty: 5605.635742
	Iteration 19Q: 3 clusters Score -1.011393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10113942.000000 Penalty: 5605.635742
	Iteration 20F: 3 clusters Score -1.011394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (209685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209685 members 
Entering Unmasked Estep 
Score: -26984604.000000 Penalty: 3038.833740
	Iteration 0F: 2 clusters Score -2.69846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 104959 members 
Entering Unmasked Estep 
Score: -26851852.000000 Penalty: 6077.667480
	Iteration 0F: 3 clusters Score -2.685185e+07 nChanged 100845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -26910902.000000 Penalty: 6077.667480
	Iteration 1F: 3 clusters Score -2.69109e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 104979 members 
Entering Unmasked Estep 
Score: -26911838.000000 Penalty: 6077.667480
	Iteration 2Q: 3 clusters Score -2.691184e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -26912734.000000 Penalty: 6077.667480
	Iteration 3Q: 3 clusters Score -2.691273e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104401 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -26914020.000000 Penalty: 6077.667480
	Iteration 4Q: 3 clusters Score -2.691402e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -26915356.000000 Penalty: 6077.667480
	Iteration 5Q: 3 clusters Score -2.691536e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -26917108.000000 Penalty: 6077.667480
	Iteration 6Q: 3 clusters Score -2.691711e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 108646 members 
Entering Unmasked Estep 
Score: -26919108.000000 Penalty: 6077.667480
	Iteration 7Q: 3 clusters Score -2.691911e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -26921794.000000 Penalty: 6077.667480
	Iteration 8Q: 3 clusters Score -2.692179e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 116122 members 
Entering Unmasked Estep 
Score: -26925546.000000 Penalty: 6077.667480
	Iteration 9Q: 3 clusters Score -2.692555e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -26931112.000000 Penalty: 6077.667480
	Iteration 10Q: 3 clusters Score -2.693111e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 129881 members 
Entering Unmasked Estep 
Score: -26938820.000000 Penalty: 6077.667480
	Iteration 11F: 3 clusters Score -2.693882e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -26947338.000000 Penalty: 6077.667480
	Iteration 12F: 3 clusters Score -2.694734e+07 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 143919 members 
Entering Unmasked Estep 
Score: -26954712.000000 Penalty: 6077.667480
	Iteration 13F: 3 clusters Score -2.695471e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -26959446.000000 Penalty: 6077.667480
	Iteration 14Q: 3 clusters Score -2.695945e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 152824 members 
Entering Unmasked Estep 
Score: -26961892.000000 Penalty: 6077.667480
	Iteration 15Q: 3 clusters Score -2.696189e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 156334 members 
Entering Unmasked Estep 
Score: -26963534.000000 Penalty: 6077.667480
	Iteration 16Q: 3 clusters Score -2.696353e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 159779 members 
Entering Unmasked Estep 
Score: -26964772.000000 Penalty: 6077.667480
	Iteration 17Q: 3 clusters Score -2.696477e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -26966364.000000 Penalty: 6077.667480
	Iteration 18Q: 3 clusters Score -2.696636e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -26967926.000000 Penalty: 6077.667480
	Iteration 19Q: 3 clusters Score -2.696793e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -26969202.000000 Penalty: 6077.667480
	Iteration 20F: 3 clusters Score -2.69692e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 172993 members 
Entering Unmasked Estep 
Score: -26970382.000000 Penalty: 6077.667480
	Iteration 21Q: 3 clusters Score -2.697038e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -26971698.000000 Penalty: 6077.667480
	Iteration 22Q: 3 clusters Score -2.69717e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 178425 members 
Entering Unmasked Estep 
Score: -26972860.000000 Penalty: 6077.667480
	Iteration 23Q: 3 clusters Score -2.697286e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -26973760.000000 Penalty: 6077.667480
	Iteration 24Q: 3 clusters Score -2.697376e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 183010 members 
Entering Unmasked Estep 
Score: -26974792.000000 Penalty: 6077.667480
	Iteration 25Q: 3 clusters Score -2.697479e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 185042 members 
Entering Unmasked Estep 
Score: -26975770.000000 Penalty: 6077.667480
	Iteration 26Q: 3 clusters Score -2.697577e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 186948 members 
Entering Unmasked Estep 
Score: -26976394.000000 Penalty: 6077.667480
	Iteration 27Q: 3 clusters Score -2.697639e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -26977102.000000 Penalty: 6077.667480
	Iteration 28Q: 3 clusters Score -2.69771e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 190404 members 
Entering Unmasked Estep 
Score: -26977776.000000 Penalty: 6077.667480
	Iteration 29Q: 3 clusters Score -2.697778e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 191949 members 
Entering Unmasked Estep 
Score: -26978350.000000 Penalty: 6077.667480
	Iteration 30Q: 3 clusters Score -2.697835e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 193427 members 
Entering Unmasked Estep 
Score: -26978806.000000 Penalty: 6077.667480
	Iteration 31Q: 3 clusters Score -2.697881e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 194841 members 
Entering Unmasked Estep 
Score: -26979118.000000 Penalty: 6077.667480
	Iteration 32Q: 3 clusters Score -2.697912e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 196137 members 
Entering Unmasked Estep 
Score: -26979532.000000 Penalty: 6077.667480
	Iteration 33Q: 3 clusters Score -2.697953e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 197366 members 
Entering Unmasked Estep 
Score: -26979734.000000 Penalty: 6077.667480
	Iteration 34Q: 3 clusters Score -2.697973e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 198514 members 
Entering Unmasked Estep 
Score: -26980114.000000 Penalty: 6077.667480
	Iteration 35Q: 3 clusters Score -2.698011e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 199583 members 
Entering Unmasked Estep 
Score: -26980262.000000 Penalty: 6077.667480
	Iteration 36Q: 3 clusters Score -2.698026e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 200565 members 
Entering Unmasked Estep 
Score: -26980538.000000 Penalty: 6077.667480
	Iteration 37Q: 3 clusters Score -2.698054e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 201464 members 
Entering Unmasked Estep 
Score: -26980816.000000 Penalty: 6077.667480
	Iteration 38Q: 3 clusters Score -2.698082e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 202302 members 
Entering Unmasked Estep 
Score: -26980948.000000 Penalty: 6077.667480
	Iteration 39Q: 3 clusters Score -2.698095e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 203080 members 
Entering Unmasked Estep 
Score: -26981122.000000 Penalty: 6077.667480
	Iteration 40F: 3 clusters Score -2.698112e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 203784 members 
Entering Unmasked Estep 
Score: -26981196.000000 Penalty: 6077.667480
	Iteration 41Q: 3 clusters Score -2.69812e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 204397 members 
Entering Unmasked Estep 
Score: -26981254.000000 Penalty: 6077.667480
	Iteration 42Q: 3 clusters Score -2.698125e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 204943 members 
Entering Unmasked Estep 
Score: -26981412.000000 Penalty: 6077.667480
	Iteration 43Q: 3 clusters Score -2.698141e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 205428 members 
Entering Unmasked Estep 
Score: -26981540.000000 Penalty: 6077.667480
	Iteration 44Q: 3 clusters Score -2.698154e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 205865 members 
Entering Unmasked Estep 
Score: -26981654.000000 Penalty: 6077.667480
	Iteration 45Q: 3 clusters Score -2.698165e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 206249 members 
Entering Unmasked Estep 
Score: -26981746.000000 Penalty: 6077.667480
	Iteration 46Q: 3 clusters Score -2.698175e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 206557 members 
Entering Unmasked Estep 
Score: -26981770.000000 Penalty: 6077.667480
	Iteration 47Q: 3 clusters Score -2.698177e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 206848 members 
Entering Unmasked Estep 
Score: -26981764.000000 Penalty: 6077.667480
	Iteration 48Q: 3 clusters Score -2.698176e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 207108 members 
Entering Unmasked Estep 
Score: -26981868.000000 Penalty: 6077.667480
	Iteration 49Q: 3 clusters Score -2.698187e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 207301 members 
Entering Unmasked Estep 
Score: -26981868.000000 Penalty: 6077.667480
	Iteration 50Q: 3 clusters Score -2.698187e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 207462 members 
Entering Unmasked Estep 
Score: -26981950.000000 Penalty: 6077.667480
	Iteration 51Q: 3 clusters Score -2.698195e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 207595 members 
Entering Unmasked Estep 
Score: -26981982.000000 Penalty: 6077.667480
	Iteration 52Q: 3 clusters Score -2.698198e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 207717 members 
Entering Unmasked Estep 
Score: -26982044.000000 Penalty: 6077.667480
	Iteration 53Q: 3 clusters Score -2.698204e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 207811 members 
Entering Unmasked Estep 
Score: -26982076.000000 Penalty: 6077.667480
	Iteration 54Q: 3 clusters Score -2.698208e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 207886 members 
Entering Unmasked Estep 
Score: -26982106.000000 Penalty: 6077.667480
	Iteration 55Q: 3 clusters Score -2.698211e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 207942 members 
Entering Unmasked Estep 
Score: -26982104.000000 Penalty: 6077.667480
	Iteration 56Q: 3 clusters Score -2.69821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 208008 members 
Entering Unmasked Estep 
Score: -26982140.000000 Penalty: 6077.667480
	Iteration 57Q: 3 clusters Score -2.698214e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 208065 members 
Entering Unmasked Estep 
Score: -26982128.000000 Penalty: 6077.667480
	Iteration 58Q: 3 clusters Score -2.698213e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 208120 members 
Entering Unmasked Estep 
Score: -26982142.000000 Penalty: 6077.667480
	Iteration 59Q: 3 clusters Score -2.698214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 208170 members 
Entering Unmasked Estep 
Score: -26982170.000000 Penalty: 6077.667480
	Iteration 60F: 3 clusters Score -2.698217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 208198 members 
Entering Unmasked Estep 
Score: -26982168.000000 Penalty: 6077.667480
	Iteration 61Q: 3 clusters Score -2.698217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 208226 members 
Entering Unmasked Estep 
Score: -26982156.000000 Penalty: 6077.667480
	Iteration 62Q: 3 clusters Score -2.698216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 208252 members 
Entering Unmasked Estep 
Score: -26982194.000000 Penalty: 6077.667480
	Iteration 63Q: 3 clusters Score -2.698219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 208275 members 
Entering Unmasked Estep 
Score: -26982190.000000 Penalty: 6077.667480
	Iteration 64Q: 3 clusters Score -2.698219e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 208297 members 
Entering Unmasked Estep 
Score: -26982188.000000 Penalty: 6077.667480
	Iteration 65Q: 3 clusters Score -2.698219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 208320 members 
Entering Unmasked Estep 
Score: -26982192.000000 Penalty: 6077.667480
	Iteration 66Q: 3 clusters Score -2.698219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 208341 members 
Entering Unmasked Estep 
Score: -26982220.000000 Penalty: 6077.667480
	Iteration 67Q: 3 clusters Score -2.698222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 208359 members 
Entering Unmasked Estep 
Score: -26982230.000000 Penalty: 6077.667480
	Iteration 68Q: 3 clusters Score -2.698223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 208373 members 
Entering Unmasked Estep 
Score: -26982270.000000 Penalty: 6077.667480
	Iteration 69Q: 3 clusters Score -2.698227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 208393 members 
Entering Unmasked Estep 
Score: -26982268.000000 Penalty: 6077.667480
	Iteration 70Q: 3 clusters Score -2.698227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 208410 members 
Entering Unmasked Estep 
Score: -26982274.000000 Penalty: 6077.667480
	Iteration 71Q: 3 clusters Score -2.698227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 208423 members 
Entering Unmasked Estep 
Score: -26982268.000000 Penalty: 6077.667480
	Iteration 72Q: 3 clusters Score -2.698227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 208432 members 
Entering Unmasked Estep 
Score: -26982272.000000 Penalty: 6077.667480
	Iteration 73Q: 3 clusters Score -2.698227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 208434 members 
Entering Unmasked Estep 
Score: -26982276.000000 Penalty: 6077.667480
	Iteration 74Q: 3 clusters Score -2.698228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 208440 members 
Entering Unmasked Estep 
Score: -26982290.000000 Penalty: 6077.667480
	Iteration 75Q: 3 clusters Score -2.698229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 208448 members 
Entering Unmasked Estep 
Score: -26982278.000000 Penalty: 6077.667480
	Iteration 76Q: 3 clusters Score -2.698228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 208454 members 
Entering Unmasked Estep 
Score: -26982284.000000 Penalty: 6077.667480
	Iteration 77Q: 3 clusters Score -2.698228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 208457 members 
Entering Unmasked Estep 
Score: -26982296.000000 Penalty: 6077.667480
	Iteration 78Q: 3 clusters Score -2.69823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 208460 members 
Entering Unmasked Estep 
Score: -26982272.000000 Penalty: 6077.667480
	Iteration 79Q: 3 clusters Score -2.698227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 208463 members 
Entering Unmasked Estep 
Score: -26982280.000000 Penalty: 6077.667480
	Iteration 80F: 3 clusters Score -2.698228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 208467 members 
Entering Unmasked Estep 
Score: -26982290.000000 Penalty: 6077.667480
	Iteration 81Q: 3 clusters Score -2.698229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 208473 members 
Entering Unmasked Estep 
Score: -26982298.000000 Penalty: 6077.667480
	Iteration 82Q: 3 clusters Score -2.69823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 208481 members 
Entering Unmasked Estep 
Score: -26982288.000000 Penalty: 6077.667480
	Iteration 83Q: 3 clusters Score -2.698229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 208484 members 
Entering Unmasked Estep 
Score: -26982288.000000 Penalty: 6077.667480
	Iteration 84Q: 3 clusters Score -2.698229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 208487 members 
Entering Unmasked Estep 
Score: -26982298.000000 Penalty: 6077.667480
	Iteration 85Q: 3 clusters Score -2.69823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 208489 members 
Entering Unmasked Estep 
Score: -26982296.000000 Penalty: 6077.667480
	Iteration 86Q: 3 clusters Score -2.69823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 208489 members 
Entering Unmasked Estep 
Score: -26982288.000000 Penalty: 6077.667480
	Iteration 87Q: 3 clusters Score -2.698229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 208490 members 
Entering Unmasked Estep 
Score: -26982282.000000 Penalty: 6077.667480
	Iteration 88Q: 3 clusters Score -2.698228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 208489 members 
Entering Unmasked Estep 
Score: -26982262.000000 Penalty: 6077.667480
	Iteration 89Q: 3 clusters Score -2.698226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 208490 members 
Entering Unmasked Estep 
Score: -26982276.000000 Penalty: 6077.667480
	Iteration 90Q: 3 clusters Score -2.698228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 208495 members 
Entering Unmasked Estep 
Score: -26982288.000000 Penalty: 6077.667480
	Iteration 91Q: 3 clusters Score -2.698229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 208501 members 
Entering Unmasked Estep 
Score: -26982304.000000 Penalty: 6077.667480
	Iteration 92Q: 3 clusters Score -2.69823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 208510 members 
Entering Unmasked Estep 
Score: -26982278.000000 Penalty: 6077.667480
	Iteration 93Q: 3 clusters Score -2.698228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 208517 members 
Entering Unmasked Estep 
Score: -26982304.000000 Penalty: 6077.667480
	Iteration 94Q: 3 clusters Score -2.69823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 208525 members 
Entering Unmasked Estep 
Score: -26982312.000000 Penalty: 6077.667480
	Iteration 95Q: 3 clusters Score -2.698231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 208530 members 
Entering Unmasked Estep 
Score: -26982320.000000 Penalty: 6077.667480
	Iteration 96Q: 3 clusters Score -2.698232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 208539 members 
Entering Unmasked Estep 
Score: -26982326.000000 Penalty: 6077.667480
	Iteration 97Q: 3 clusters Score -2.698233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 208547 members 
Entering Unmasked Estep 
Score: -26982332.000000 Penalty: 6077.667480
	Iteration 98Q: 3 clusters Score -2.698233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 208550 members 
Entering Unmasked Estep 
Score: -26982334.000000 Penalty: 6077.667480
	Iteration 99Q: 3 clusters Score -2.698233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 208552 members 
Entering Unmasked Estep 
Score: -26982350.000000 Penalty: 6077.667480
	Iteration 100F: 3 clusters Score -2.698235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 208553 members 
Entering Unmasked Estep 
Score: -26982364.000000 Penalty: 6077.667480
	Iteration 101Q: 3 clusters Score -2.698236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -26982368.000000 Penalty: 6077.667480
	Iteration 102Q: 3 clusters Score -2.698237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 208555 members 
Entering Unmasked Estep 
Score: -26982350.000000 Penalty: 6077.667480
	Iteration 103Q: 3 clusters Score -2.698235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 208557 members 
Entering Unmasked Estep 
Score: -26982370.000000 Penalty: 6077.667480
	Iteration 104Q: 3 clusters Score -2.698237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 208561 members 
Entering Unmasked Estep 
Score: -26982358.000000 Penalty: 6077.667480
	Iteration 105Q: 3 clusters Score -2.698236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 208561 members 
Entering Unmasked Estep 
Score: -26982366.000000 Penalty: 6077.667480
	Iteration 106Q: 3 clusters Score -2.698237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 208564 members 
Entering Unmasked Estep 
Score: -26982372.000000 Penalty: 6077.667480
	Iteration 107Q: 3 clusters Score -2.698237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 208568 members 
Entering Unmasked Estep 
Score: -26982352.000000 Penalty: 6077.667480
	Iteration 108Q: 3 clusters Score -2.698235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 208573 members 
Entering Unmasked Estep 
Score: -26982354.000000 Penalty: 6077.667480
	Iteration 109Q: 3 clusters Score -2.698235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 208573 members 
Entering Unmasked Estep 
Score: -26982354.000000 Penalty: 6077.667480
	Iteration 110Q: 3 clusters Score -2.698235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 208574 members 
Entering Unmasked Estep 
Score: -26982342.000000 Penalty: 6077.667480
	Iteration 111Q: 3 clusters Score -2.698234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 208574 members 
Entering Unmasked Estep 
Score: -26982342.000000 Penalty: 6077.667480
	Iteration 112F: 3 clusters Score -2.698234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Entering Unmasked Estep 
Score: -6827006.000000 Penalty: 2698.050293
	Iteration 0F: 2 clusters Score -6827006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -6791371.500000 Penalty: 5396.100586
	Iteration 0F: 3 clusters Score -6791372 nChanged 24582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -6804686.500000 Penalty: 5396.100586
	Iteration 1F: 3 clusters Score -6804686 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6805216.000000 Penalty: 5396.100586
	Iteration 2Q: 3 clusters Score -6805216 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -6805804.500000 Penalty: 5396.100586
	Iteration 3Q: 3 clusters Score -6805804 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -6806531.500000 Penalty: 5396.100586
	Iteration 4Q: 3 clusters Score -6806532 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -6807484.000000 Penalty: 5396.100586
	Iteration 5Q: 3 clusters Score -6807484 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -6808892.000000 Penalty: 5396.100586
	Iteration 6Q: 3 clusters Score -6808892 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -6810972.500000 Penalty: 5396.100586
	Iteration 7F: 3 clusters Score -6810972 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -6813852.000000 Penalty: 5396.100586
	Iteration 8F: 3 clusters Score -6813852 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -6817069.000000 Penalty: 5396.100586
	Iteration 9F: 3 clusters Score -6817069 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -6820220.000000 Penalty: 5396.100586
	Iteration 10F: 3 clusters Score -6820220 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6822522.500000 Penalty: 5396.100586
	Iteration 11Q: 3 clusters Score -6822522 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6823687.000000 Penalty: 5396.100586
	Iteration 12Q: 3 clusters Score -6823687 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6824148.000000 Penalty: 5396.100586
	Iteration 13Q: 3 clusters Score -6824148 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6824351.000000 Penalty: 5396.100586
	Iteration 14Q: 3 clusters Score -6824351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6824467.000000 Penalty: 5396.100586
	Iteration 15Q: 3 clusters Score -6824467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6824543.500000 Penalty: 5396.100586
	Iteration 16Q: 3 clusters Score -6824544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6824589.000000 Penalty: 5396.100586
	Iteration 17Q: 3 clusters Score -6824589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6824617.500000 Penalty: 5396.100586
	Iteration 18Q: 3 clusters Score -6824618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6824635.000000 Penalty: 5396.100586
	Iteration 19Q: 3 clusters Score -6824635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6824650.000000 Penalty: 5396.100586
	Iteration 20F: 3 clusters Score -6824650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6824670.500000 Penalty: 5396.100586
	Iteration 21Q: 3 clusters Score -6824670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6824680.000000 Penalty: 5396.100586
	Iteration 22Q: 3 clusters Score -6824680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6824683.500000 Penalty: 5396.100586
	Iteration 23Q: 3 clusters Score -6824684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6824685.000000 Penalty: 5396.100586
	Iteration 24Q: 3 clusters Score -6824685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6824688.000000 Penalty: 5396.100586
	Iteration 25Q: 3 clusters Score -6824688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6824699.000000 Penalty: 5396.100586
	Iteration 26Q: 3 clusters Score -6824699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6824707.500000 Penalty: 5396.100586
	Iteration 27Q: 3 clusters Score -6824708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6824710.500000 Penalty: 5396.100586
	Iteration 28Q: 3 clusters Score -6824710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6824707.500000 Penalty: 5396.100586
	Iteration 29Q: 3 clusters Score -6824708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6824713.500000 Penalty: 5396.100586
	Iteration 30Q: 3 clusters Score -6824714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6824714.500000 Penalty: 5396.100586
	Iteration 31Q: 3 clusters Score -6824714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6824714.500000 Penalty: 5396.100586
	Iteration 32F: 3 clusters Score -6824714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Entering Unmasked Estep 
Score: -8109778.500000 Penalty: 2739.017334
	Iteration 0F: 2 clusters Score -8109778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8067691.500000 Penalty: 5478.034668
	Iteration 0F: 3 clusters Score -8067692 nChanged 29135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8084145.500000 Penalty: 5478.034668
	Iteration 1F: 3 clusters Score -8084146 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -8084801.500000 Penalty: 5478.034668
	Iteration 2Q: 3 clusters Score -8084802 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -8085470.000000 Penalty: 5478.034668
	Iteration 3Q: 3 clusters Score -8085470 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -8086382.500000 Penalty: 5478.034668
	Iteration 4Q: 3 clusters Score -8086382 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -8087496.000000 Penalty: 5478.034668
	Iteration 5Q: 3 clusters Score -8087496 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -8088953.000000 Penalty: 5478.034668
	Iteration 6Q: 3 clusters Score -8088953 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8090781.500000 Penalty: 5478.034668
	Iteration 7Q: 3 clusters Score -8090782 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8093165.500000 Penalty: 5478.034668
	Iteration 8F: 3 clusters Score -8093166 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -8095695.000000 Penalty: 5478.034668
	Iteration 9F: 3 clusters Score -8095695 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -8097965.500000 Penalty: 5478.034668
	Iteration 10F: 3 clusters Score -8097966 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -8099657.500000 Penalty: 5478.034668
	Iteration 11Q: 3 clusters Score -8099658 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -8100766.500000 Penalty: 5478.034668
	Iteration 12Q: 3 clusters Score -8100766 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -8101317.500000 Penalty: 5478.034668
	Iteration 13Q: 3 clusters Score -8101318 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -8101718.000000 Penalty: 5478.034668
	Iteration 14Q: 3 clusters Score -8101718 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -8102059.000000 Penalty: 5478.034668
	Iteration 15Q: 3 clusters Score -8102059 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -8102301.500000 Penalty: 5478.034668
	Iteration 16Q: 3 clusters Score -8102302 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8102522.000000 Penalty: 5478.034668
	Iteration 17Q: 3 clusters Score -8102522 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8102784.500000 Penalty: 5478.034668
	Iteration 18Q: 3 clusters Score -8102784 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -8103083.500000 Penalty: 5478.034668
	Iteration 19Q: 3 clusters Score -8103084 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -8103372.000000 Penalty: 5478.034668
	Iteration 20F: 3 clusters Score -8103372 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -8103692.500000 Penalty: 5478.034668
	Iteration 21Q: 3 clusters Score -8103692 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -8104030.000000 Penalty: 5478.034668
	Iteration 22Q: 3 clusters Score -8104030 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8104367.500000 Penalty: 5478.034668
	Iteration 23Q: 3 clusters Score -8104368 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8104677.500000 Penalty: 5478.034668
	Iteration 24Q: 3 clusters Score -8104678 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8105002.500000 Penalty: 5478.034668
	Iteration 25Q: 3 clusters Score -8105002 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8105332.500000 Penalty: 5478.034668
	Iteration 26Q: 3 clusters Score -8105332 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -8105651.000000 Penalty: 5478.034668
	Iteration 27Q: 3 clusters Score -8105651 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8105926.500000 Penalty: 5478.034668
	Iteration 28Q: 3 clusters Score -8105926 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8106251.500000 Penalty: 5478.034668
	Iteration 29Q: 3 clusters Score -8106252 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8106479.000000 Penalty: 5478.034668
	Iteration 30Q: 3 clusters Score -8106479 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8106673.500000 Penalty: 5478.034668
	Iteration 31Q: 3 clusters Score -8106674 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8106835.500000 Penalty: 5478.034668
	Iteration 32Q: 3 clusters Score -8106836 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8106937.500000 Penalty: 5478.034668
	Iteration 33Q: 3 clusters Score -8106938 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8107043.000000 Penalty: 5478.034668
	Iteration 34Q: 3 clusters Score -8107043 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8107106.000000 Penalty: 5478.034668
	Iteration 35Q: 3 clusters Score -8107106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8107161.000000 Penalty: 5478.034668
	Iteration 36Q: 3 clusters Score -8107161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8107224.500000 Penalty: 5478.034668
	Iteration 37Q: 3 clusters Score -8107224 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8107262.500000 Penalty: 5478.034668
	Iteration 38Q: 3 clusters Score -8107262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8107338.500000 Penalty: 5478.034668
	Iteration 39Q: 3 clusters Score -8107338 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8107367.000000 Penalty: 5478.034668
	Iteration 40F: 3 clusters Score -8107367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8107393.500000 Penalty: 5478.034668
	Iteration 41Q: 3 clusters Score -8107394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8107429.000000 Penalty: 5478.034668
	Iteration 42Q: 3 clusters Score -8107429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8107444.500000 Penalty: 5478.034668
	Iteration 43Q: 3 clusters Score -8107444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8107461.000000 Penalty: 5478.034668
	Iteration 44Q: 3 clusters Score -8107461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8107468.000000 Penalty: 5478.034668
	Iteration 45Q: 3 clusters Score -8107468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8107486.500000 Penalty: 5478.034668
	Iteration 46Q: 3 clusters Score -8107486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8107495.000000 Penalty: 5478.034668
	Iteration 47Q: 3 clusters Score -8107495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8107498.000000 Penalty: 5478.034668
	Iteration 48Q: 3 clusters Score -8107498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8107499.000000 Penalty: 5478.034668
	Iteration 49Q: 3 clusters Score -8107499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8107510.500000 Penalty: 5478.034668
	Iteration 50Q: 3 clusters Score -8107510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8107505.000000 Penalty: 5478.034668
	Iteration 51Q: 3 clusters Score -8107505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8107509.000000 Penalty: 5478.034668
	Iteration 52Q: 3 clusters Score -8107509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8107500.500000 Penalty: 5478.034668
	Iteration 53Q: 3 clusters Score -8107500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8107504.500000 Penalty: 5478.034668
	Iteration 54Q: 3 clusters Score -8107504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8107504.500000 Penalty: 5478.034668
	Iteration 55F: 3 clusters Score -8107504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -974513.187500 Penalty: 2227.270020
	Iteration 0F: 2 clusters Score -974513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -968081.187500 Penalty: 4454.540039
	Iteration 0F: 3 clusters Score -968081.2 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -969914.375000 Penalty: 4454.540039
	Iteration 1F: 3 clusters Score -969914.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -970339.125000 Penalty: 4454.540039
	Iteration 2F: 3 clusters Score -970339.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -970700.437500 Penalty: 4454.540039
	Iteration 3F: 3 clusters Score -970700.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -971027.000000 Penalty: 4454.540039
	Iteration 4F: 3 clusters Score -971027 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -971380.500000 Penalty: 4454.540039
	Iteration 5F: 3 clusters Score -971380.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -971726.937500 Penalty: 4454.540039
	Iteration 6F: 3 clusters Score -971726.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -971994.875000 Penalty: 4454.540039
	Iteration 7F: 3 clusters Score -971994.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -972216.187500 Penalty: 4454.540039
	Iteration 8Q: 3 clusters Score -972216.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -972405.437500 Penalty: 4454.540039
	Iteration 9Q: 3 clusters Score -972405.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -972551.312500 Penalty: 4454.540039
	Iteration 10Q: 3 clusters Score -972551.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -972665.562500 Penalty: 4454.540039
	Iteration 11Q: 3 clusters Score -972665.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -972761.437500 Penalty: 4454.540039
	Iteration 12Q: 3 clusters Score -972761.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -972827.687500 Penalty: 4454.540039
	Iteration 13Q: 3 clusters Score -972827.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -972890.625000 Penalty: 4454.540039
	Iteration 14Q: 3 clusters Score -972890.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -972938.000000 Penalty: 4454.540039
	Iteration 15Q: 3 clusters Score -972938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -972982.625000 Penalty: 4454.540039
	Iteration 16Q: 3 clusters Score -972982.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -973008.625000 Penalty: 4454.540039
	Iteration 17Q: 3 clusters Score -973008.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -973043.000000 Penalty: 4454.540039
	Iteration 18Q: 3 clusters Score -973043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -973068.625000 Penalty: 4454.540039
	Iteration 19Q: 3 clusters Score -973068.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -973085.562500 Penalty: 4454.540039
	Iteration 20F: 3 clusters Score -973085.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -973105.000000 Penalty: 4454.540039
	Iteration 21Q: 3 clusters Score -973105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -973119.437500 Penalty: 4454.540039
	Iteration 22Q: 3 clusters Score -973119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -973133.312500 Penalty: 4454.540039
	Iteration 23Q: 3 clusters Score -973133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -973154.687500 Penalty: 4454.540039
	Iteration 24Q: 3 clusters Score -973154.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -973166.500000 Penalty: 4454.540039
	Iteration 25Q: 3 clusters Score -973166.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -973182.000000 Penalty: 4454.540039
	Iteration 26Q: 3 clusters Score -973182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -973194.375000 Penalty: 4454.540039
	Iteration 27Q: 3 clusters Score -973194.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -973200.812500 Penalty: 4454.540039
	Iteration 28Q: 3 clusters Score -973200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -973207.812500 Penalty: 4454.540039
	Iteration 29Q: 3 clusters Score -973207.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -973214.812500 Penalty: 4454.540039
	Iteration 30Q: 3 clusters Score -973214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -973220.937500 Penalty: 4454.540039
	Iteration 31Q: 3 clusters Score -973220.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -973227.687500 Penalty: 4454.540039
	Iteration 32Q: 3 clusters Score -973227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -973231.000000 Penalty: 4454.540039
	Iteration 33Q: 3 clusters Score -973231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -973235.000000 Penalty: 4454.540039
	Iteration 34Q: 3 clusters Score -973235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -973239.562500 Penalty: 4454.540039
	Iteration 35Q: 3 clusters Score -973239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -973240.750000 Penalty: 4454.540039
	Iteration 36Q: 3 clusters Score -973240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -973242.750000 Penalty: 4454.540039
	Iteration 37Q: 3 clusters Score -973242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -973242.937500 Penalty: 4454.540039
	Iteration 38Q: 3 clusters Score -973242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -973242.812500 Penalty: 4454.540039
	Iteration 39Q: 3 clusters Score -973242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -973244.000000 Penalty: 4454.540039
	Iteration 40F: 3 clusters Score -973244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -973246.062500 Penalty: 4454.540039
	Iteration 41Q: 3 clusters Score -973246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -973246.937500 Penalty: 4454.540039
	Iteration 42Q: 3 clusters Score -973246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -973249.312500 Penalty: 4454.540039
	Iteration 43Q: 3 clusters Score -973249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -973248.375000 Penalty: 4454.540039
	Iteration 44Q: 3 clusters Score -973248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -973251.000000 Penalty: 4454.540039
	Iteration 45Q: 3 clusters Score -973251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -973250.812500 Penalty: 4454.540039
	Iteration 46Q: 3 clusters Score -973250.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -973250.812500 Penalty: 4454.540039
	Iteration 47F: 3 clusters Score -973250.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56658.535156 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56658.54 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56912.527344 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56912.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57023.105469 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57023.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57104.242188 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -57104.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57159.835938 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57159.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57212.160156 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57212.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57252.976562 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57252.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57303.757812 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57303.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57382.464844 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57382.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57479.300781 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57479.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57602.691406 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57602.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57694.070312 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -57694.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57811.722656 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -57811.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57926.734375 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -57926.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57968.636719 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -57968.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57994.503906 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -57994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58005.265625 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -58005.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58012.398438 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -58012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58024.503906 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -58024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58027.199219 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -58027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58028.964844 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -58028.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45034.332031 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45034.33 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45263.187500 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45263.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45351.957031 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45351.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45408.148438 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -45408.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45488.761719 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45488.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45525.722656 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45525.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45556.339844 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45556.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45571.500000 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45602.847656 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45602.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45638.964844 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45638.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45648.863281 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -45648.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45651.121094 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -45651.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45651.121094 Penalty: 3027.977295
	Iteration 12F: 3 clusters Score -45651.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19342.312500 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19342.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19384.447266 Penalty: 2597.275391
	Iteration 1Q: 3 clusters Score -19384.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19388.728516 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19388.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19388.728516 Penalty: 2597.275391
	Iteration 3F: 3 clusters Score -19388.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 147935 members 
Mstep: Class 3 contains 199849 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179131 members 
Mstep: Class 12 contains 176804 members 
Mstep: Class 13 contains 80958 members 
Mstep: Class 14 contains 209685 members 
Mstep: Class 15 contains 53063 members 
Mstep: Class 16 contains 62594 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686896.000000 Penalty: 69388.398438
Iteration 199Q: 21 clusters Score -1.496869e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 147815 members 
Mstep: Class 3 contains 199957 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7566 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 179079 members 
Mstep: Class 12 contains 176803 members 
Mstep: Class 13 contains 80934 members 
Mstep: Class 14 contains 209762 members 
Mstep: Class 15 contains 53064 members 
Mstep: Class 16 contains 62606 members 
Mstep: Class 17 contains 7947 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686928.000000 Penalty: 69388.398438
Iteration 200F: 21 clusters Score -1.496869e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 147711 members 
Mstep: Class 3 contains 200069 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7561 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178970 members 
Mstep: Class 12 contains 176781 members 
Mstep: Class 13 contains 80923 members 
Mstep: Class 14 contains 209859 members 
Mstep: Class 15 contains 53073 members 
Mstep: Class 16 contains 62618 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686896.000000 Penalty: 69388.398438
Iteration 201Q: 21 clusters Score -1.496869e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 147621 members 
Mstep: Class 3 contains 200160 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7557 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178882 members 
Mstep: Class 12 contains 176767 members 
Mstep: Class 13 contains 80909 members 
Mstep: Class 14 contains 209940 members 
Mstep: Class 15 contains 53078 members 
Mstep: Class 16 contains 62632 members 
Mstep: Class 17 contains 7943 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686944.000000 Penalty: 69388.398438
Iteration 202Q: 21 clusters Score -1.496869e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 147529 members 
Mstep: Class 3 contains 200273 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7555 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178793 members 
Mstep: Class 12 contains 176738 members 
Mstep: Class 13 contains 80887 members 
Mstep: Class 14 contains 210039 members 
Mstep: Class 15 contains 53082 members 
Mstep: Class 16 contains 62638 members 
Mstep: Class 17 contains 7941 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686896.000000 Penalty: 69388.398438
Iteration 203Q: 21 clusters Score -1.496869e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 147435 members 
Mstep: Class 3 contains 200383 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178735 members 
Mstep: Class 12 contains 176699 members 
Mstep: Class 13 contains 80872 members 
Mstep: Class 14 contains 210104 members 
Mstep: Class 15 contains 53087 members 
Mstep: Class 16 contains 62648 members 
Mstep: Class 17 contains 7939 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686816.000000 Penalty: 69388.398438
Iteration 204Q: 21 clusters Score -1.496868e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 147336 members 
Mstep: Class 3 contains 200516 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178664 members 
Mstep: Class 12 contains 176674 members 
Mstep: Class 13 contains 80848 members 
Mstep: Class 14 contains 210147 members 
Mstep: Class 15 contains 53095 members 
Mstep: Class 16 contains 62664 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687104.000000 Penalty: 69388.398438
Iteration 205Q: 21 clusters Score -1.496871e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 147228 members 
Mstep: Class 3 contains 200613 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7579 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178601 members 
Mstep: Class 12 contains 176655 members 
Mstep: Class 13 contains 80817 members 
Mstep: Class 14 contains 210247 members 
Mstep: Class 15 contains 53108 members 
Mstep: Class 16 contains 62666 members 
Mstep: Class 17 contains 7935 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686864.000000 Penalty: 69388.398438
Iteration 206Q: 21 clusters Score -1.496869e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 147172 members 
Mstep: Class 3 contains 200731 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7578 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178541 members 
Mstep: Class 12 contains 176635 members 
Mstep: Class 13 contains 80774 members 
Mstep: Class 14 contains 210313 members 
Mstep: Class 15 contains 53113 members 
Mstep: Class 16 contains 62661 members 
Mstep: Class 17 contains 7932 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687040.000000 Penalty: 69388.398438
Iteration 207Q: 21 clusters Score -1.49687e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 147111 members 
Mstep: Class 3 contains 200852 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178506 members 
Mstep: Class 12 contains 176613 members 
Mstep: Class 13 contains 80731 members 
Mstep: Class 14 contains 210328 members 
Mstep: Class 15 contains 53120 members 
Mstep: Class 16 contains 62663 members 
Mstep: Class 17 contains 7930 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687024.000000 Penalty: 69388.398438
Iteration 208Q: 21 clusters Score -1.49687e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 147064 members 
Mstep: Class 3 contains 200958 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7581 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178456 members 
Mstep: Class 12 contains 176595 members 
Mstep: Class 13 contains 80684 members 
Mstep: Class 14 contains 210366 members 
Mstep: Class 15 contains 53126 members 
Mstep: Class 16 contains 62673 members 
Mstep: Class 17 contains 7926 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686736.000000 Penalty: 69388.398438
Iteration 209Q: 21 clusters Score -1.496867e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 146983 members 
Mstep: Class 3 contains 201041 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178415 members 
Mstep: Class 12 contains 176603 members 
Mstep: Class 13 contains 80641 members 
Mstep: Class 14 contains 210399 members 
Mstep: Class 15 contains 53142 members 
Mstep: Class 16 contains 62679 members 
Mstep: Class 17 contains 7925 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687008.000000 Penalty: 69388.398438
Iteration 210Q: 21 clusters Score -1.49687e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 146907 members 
Mstep: Class 3 contains 201129 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178382 members 
Mstep: Class 12 contains 176619 members 
Mstep: Class 13 contains 80596 members 
Mstep: Class 14 contains 210410 members 
Mstep: Class 15 contains 53157 members 
Mstep: Class 16 contains 62689 members 
Mstep: Class 17 contains 7924 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687056.000000 Penalty: 69388.398438
Iteration 211Q: 21 clusters Score -1.496871e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 146854 members 
Mstep: Class 3 contains 201225 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178365 members 
Mstep: Class 12 contains 176638 members 
Mstep: Class 13 contains 80552 members 
Mstep: Class 14 contains 210373 members 
Mstep: Class 15 contains 53173 members 
Mstep: Class 16 contains 62679 members 
Mstep: Class 17 contains 7923 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687104.000000 Penalty: 69388.398438
Iteration 212Q: 21 clusters Score -1.496871e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 146820 members 
Mstep: Class 3 contains 201326 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178341 members 
Mstep: Class 12 contains 176636 members 
Mstep: Class 13 contains 80510 members 
Mstep: Class 14 contains 210345 members 
Mstep: Class 15 contains 53186 members 
Mstep: Class 16 contains 62677 members 
Mstep: Class 17 contains 7921 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 213Q: 21 clusters Score -1.496873e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 146747 members 
Mstep: Class 3 contains 201419 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178331 members 
Mstep: Class 12 contains 176624 members 
Mstep: Class 13 contains 80463 members 
Mstep: Class 14 contains 210371 members 
Mstep: Class 15 contains 53187 members 
Mstep: Class 16 contains 62683 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687408.000000 Penalty: 69388.398438
Iteration 214Q: 21 clusters Score -1.496874e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 146682 members 
Mstep: Class 3 contains 201490 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7608 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178305 members 
Mstep: Class 12 contains 176646 members 
Mstep: Class 13 contains 80432 members 
Mstep: Class 14 contains 210376 members 
Mstep: Class 15 contains 53194 members 
Mstep: Class 16 contains 62686 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 215Q: 21 clusters Score -1.496875e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 146615 members 
Mstep: Class 3 contains 201530 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178293 members 
Mstep: Class 12 contains 176657 members 
Mstep: Class 13 contains 80420 members 
Mstep: Class 14 contains 210397 members 
Mstep: Class 15 contains 53189 members 
Mstep: Class 16 contains 62696 members 
Mstep: Class 17 contains 7910 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687328.000000 Penalty: 69388.398438
Iteration 216Q: 21 clusters Score -1.496873e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 146537 members 
Mstep: Class 3 contains 201576 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178257 members 
Mstep: Class 12 contains 176664 members 
Mstep: Class 13 contains 80409 members 
Mstep: Class 14 contains 210435 members 
Mstep: Class 15 contains 53194 members 
Mstep: Class 16 contains 62696 members 
Mstep: Class 17 contains 7904 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 217Q: 21 clusters Score -1.496874e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 146484 members 
Mstep: Class 3 contains 201606 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178240 members 
Mstep: Class 12 contains 176673 members 
Mstep: Class 13 contains 80383 members 
Mstep: Class 14 contains 210468 members 
Mstep: Class 15 contains 53198 members 
Mstep: Class 16 contains 62704 members 
Mstep: Class 17 contains 7899 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687520.000000 Penalty: 69388.398438
Iteration 218Q: 21 clusters Score -1.496875e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 146421 members 
Mstep: Class 3 contains 201632 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178230 members 
Mstep: Class 12 contains 176675 members 
Mstep: Class 13 contains 80352 members 
Mstep: Class 14 contains 210507 members 
Mstep: Class 15 contains 53205 members 
Mstep: Class 16 contains 62710 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687472.000000 Penalty: 69388.398438
Iteration 219Q: 21 clusters Score -1.496875e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 146390 members 
Mstep: Class 3 contains 201646 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178224 members 
Mstep: Class 12 contains 176669 members 
Mstep: Class 13 contains 80337 members 
Mstep: Class 14 contains 210522 members 
Mstep: Class 15 contains 53222 members 
Mstep: Class 16 contains 62708 members 
Mstep: Class 17 contains 7895 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 220F: 21 clusters Score -1.496874e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 146349 members 
Mstep: Class 3 contains 201693 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178205 members 
Mstep: Class 12 contains 176665 members 
Mstep: Class 13 contains 80310 members 
Mstep: Class 14 contains 210537 members 
Mstep: Class 15 contains 53228 members 
Mstep: Class 16 contains 62709 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 221Q: 21 clusters Score -1.496875e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 146288 members 
Mstep: Class 3 contains 201731 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178207 members 
Mstep: Class 12 contains 176677 members 
Mstep: Class 13 contains 80301 members 
Mstep: Class 14 contains 210549 members 
Mstep: Class 15 contains 53231 members 
Mstep: Class 16 contains 62707 members 
Mstep: Class 17 contains 7891 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 222Q: 21 clusters Score -1.496875e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 146249 members 
Mstep: Class 3 contains 201782 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178162 members 
Mstep: Class 12 contains 176675 members 
Mstep: Class 13 contains 80291 members 
Mstep: Class 14 contains 210582 members 
Mstep: Class 15 contains 53232 members 
Mstep: Class 16 contains 62714 members 
Mstep: Class 17 contains 7889 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687632.000000 Penalty: 69388.398438
Iteration 223Q: 21 clusters Score -1.496876e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 146201 members 
Mstep: Class 3 contains 201821 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178118 members 
Mstep: Class 12 contains 176683 members 
Mstep: Class 13 contains 80269 members 
Mstep: Class 14 contains 210633 members 
Mstep: Class 15 contains 53237 members 
Mstep: Class 16 contains 62713 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 21 clusters Score -1.496876e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 146153 members 
Mstep: Class 3 contains 201848 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178074 members 
Mstep: Class 12 contains 176675 members 
Mstep: Class 13 contains 80241 members 
Mstep: Class 14 contains 210702 members 
Mstep: Class 15 contains 53241 members 
Mstep: Class 16 contains 62735 members 
Mstep: Class 17 contains 7884 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 225Q: 21 clusters Score -1.496875e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 146108 members 
Mstep: Class 3 contains 201842 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7616 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178045 members 
Mstep: Class 12 contains 176684 members 
Mstep: Class 13 contains 80212 members 
Mstep: Class 14 contains 210761 members 
Mstep: Class 15 contains 53248 members 
Mstep: Class 16 contains 62742 members 
Mstep: Class 17 contains 7881 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 226Q: 21 clusters Score -1.496874e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 146044 members 
Mstep: Class 3 contains 201850 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178012 members 
Mstep: Class 12 contains 176682 members 
Mstep: Class 13 contains 80189 members 
Mstep: Class 14 contains 210849 members 
Mstep: Class 15 contains 53247 members 
Mstep: Class 16 contains 62748 members 
Mstep: Class 17 contains 7876 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 227Q: 21 clusters Score -1.496874e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 146005 members 
Mstep: Class 3 contains 201876 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7621 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177984 members 
Mstep: Class 12 contains 176684 members 
Mstep: Class 13 contains 80174 members 
Mstep: Class 14 contains 210858 members 
Mstep: Class 15 contains 53260 members 
Mstep: Class 16 contains 62765 members 
Mstep: Class 17 contains 7869 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 228Q: 21 clusters Score -1.496875e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 145969 members 
Mstep: Class 3 contains 201897 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177968 members 
Mstep: Class 12 contains 176675 members 
Mstep: Class 13 contains 80156 members 
Mstep: Class 14 contains 210887 members 
Mstep: Class 15 contains 53264 members 
Mstep: Class 16 contains 62775 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
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Iteration 229Q: 21 clusters Score -1.496875e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 145928 members 
Mstep: Class 3 contains 201931 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7629 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177937 members 
Mstep: Class 12 contains 176667 members 
Mstep: Class 13 contains 80133 members 
Mstep: Class 14 contains 210906 members 
Mstep: Class 15 contains 53272 members 
Mstep: Class 16 contains 62792 members 
Mstep: Class 17 contains 7861 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687616.000000 Penalty: 69388.398438
Iteration 230Q: 21 clusters Score -1.496876e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 145905 members 
Mstep: Class 3 contains 201950 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1838 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177890 members 
Mstep: Class 12 contains 176681 members 
Mstep: Class 13 contains 80122 members 
Mstep: Class 14 contains 210911 members 
Mstep: Class 15 contains 53275 members 
Mstep: Class 16 contains 62806 members 
Mstep: Class 17 contains 7856 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 231Q: 21 clusters Score -1.496875e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 145871 members 
Mstep: Class 3 contains 201985 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7632 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177854 members 
Mstep: Class 12 contains 176691 members 
Mstep: Class 13 contains 80116 members 
Mstep: Class 14 contains 210923 members 
Mstep: Class 15 contains 53279 members 
Mstep: Class 16 contains 62809 members 
Mstep: Class 17 contains 7850 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 232Q: 21 clusters Score -1.496878e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 145837 members 
Mstep: Class 3 contains 202019 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177818 members 
Mstep: Class 12 contains 176671 members 
Mstep: Class 13 contains 80102 members 
Mstep: Class 14 contains 210966 members 
Mstep: Class 15 contains 53278 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 233Q: 21 clusters Score -1.496879e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 145800 members 
Mstep: Class 3 contains 202049 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177798 members 
Mstep: Class 12 contains 176643 members 
Mstep: Class 13 contains 80089 members 
Mstep: Class 14 contains 211008 members 
Mstep: Class 15 contains 53287 members 
Mstep: Class 16 contains 62820 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687888.000000 Penalty: 69388.398438
Iteration 234Q: 21 clusters Score -1.496879e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 145769 members 
Mstep: Class 3 contains 202082 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177798 members 
Mstep: Class 12 contains 176612 members 
Mstep: Class 13 contains 80083 members 
Mstep: Class 14 contains 211026 members 
Mstep: Class 15 contains 53296 members 
Mstep: Class 16 contains 62813 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 235Q: 21 clusters Score -1.496878e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 145732 members 
Mstep: Class 3 contains 202096 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7637 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177814 members 
Mstep: Class 12 contains 176581 members 
Mstep: Class 13 contains 80064 members 
Mstep: Class 14 contains 211062 members 
Mstep: Class 15 contains 53304 members 
Mstep: Class 16 contains 62811 members 
Mstep: Class 17 contains 7824 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687792.000000 Penalty: 69388.398438
Iteration 236Q: 21 clusters Score -1.496878e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 145688 members 
Mstep: Class 3 contains 202124 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7637 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177822 members 
Mstep: Class 12 contains 176562 members 
Mstep: Class 13 contains 80039 members 
Mstep: Class 14 contains 211096 members 
Mstep: Class 15 contains 53314 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 7818 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687632.000000 Penalty: 69388.398438
Iteration 237Q: 21 clusters Score -1.496876e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 145670 members 
Mstep: Class 3 contains 202106 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177804 members 
Mstep: Class 12 contains 176555 members 
Mstep: Class 13 contains 80023 members 
Mstep: Class 14 contains 211154 members 
Mstep: Class 15 contains 53320 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 7813 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 238Q: 21 clusters Score -1.496875e+08 nChanged 647
Entering ConstructFrom: 
Score: -149687456.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Entering Unmasked Estep 
Score: -7175434.500000 Penalty: 2708.667236
	Iteration 0F: 2 clusters Score -7175434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -7138182.500000 Penalty: 5417.334473
	Iteration 0F: 3 clusters Score -7138182 nChanged 25747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -7152418.500000 Penalty: 5417.334473
	Iteration 1F: 3 clusters Score -7152418 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -7152913.500000 Penalty: 5417.334473
	Iteration 2Q: 3 clusters Score -7152914 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -7153343.500000 Penalty: 5417.334473
	Iteration 3Q: 3 clusters Score -7153344 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -7153829.500000 Penalty: 5417.334473
	Iteration 4Q: 3 clusters Score -7153830 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -7154271.000000 Penalty: 5417.334473
	Iteration 5Q: 3 clusters Score -7154271 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -7154925.000000 Penalty: 5417.334473
	Iteration 6Q: 3 clusters Score -7154925 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -7155734.000000 Penalty: 5417.334473
	Iteration 7Q: 3 clusters Score -7155734 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -7157216.000000 Penalty: 5417.334473
	Iteration 8Q: 3 clusters Score -7157216 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -7159781.000000 Penalty: 5417.334473
	Iteration 9F: 3 clusters Score -7159781 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -7163479.500000 Penalty: 5417.334473
	Iteration 10F: 3 clusters Score -7163480 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -7167395.500000 Penalty: 5417.334473
	Iteration 11F: 3 clusters Score -7167396 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7170391.500000 Penalty: 5417.334473
	Iteration 12F: 3 clusters Score -7170392 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7171929.000000 Penalty: 5417.334473
	Iteration 13Q: 3 clusters Score -7171929 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7172665.500000 Penalty: 5417.334473
	Iteration 14Q: 3 clusters Score -7172666 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7173015.500000 Penalty: 5417.334473
	Iteration 15Q: 3 clusters Score -7173016 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7173229.000000 Penalty: 5417.334473
	Iteration 16Q: 3 clusters Score -7173229 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7173326.500000 Penalty: 5417.334473
	Iteration 17Q: 3 clusters Score -7173326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7173385.000000 Penalty: 5417.334473
	Iteration 18Q: 3 clusters Score -7173385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7173421.000000 Penalty: 5417.334473
	Iteration 19Q: 3 clusters Score -7173421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7173447.000000 Penalty: 5417.334473
	Iteration 20F: 3 clusters Score -7173447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7173469.500000 Penalty: 5417.334473
	Iteration 21Q: 3 clusters Score -7173470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7173489.500000 Penalty: 5417.334473
	Iteration 22Q: 3 clusters Score -7173490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7173500.500000 Penalty: 5417.334473
	Iteration 23Q: 3 clusters Score -7173500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7173500.500000 Penalty: 5417.334473
	Iteration 24Q: 3 clusters Score -7173500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7173510.500000 Penalty: 5417.334473
	Iteration 25Q: 3 clusters Score -7173510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7173518.500000 Penalty: 5417.334473
	Iteration 26Q: 3 clusters Score -7173518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7173518.000000 Penalty: 5417.334473
	Iteration 27Q: 3 clusters Score -7173518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7173521.000000 Penalty: 5417.334473
	Iteration 28Q: 3 clusters Score -7173521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7173536.000000 Penalty: 5417.334473
	Iteration 29Q: 3 clusters Score -7173536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7173535.500000 Penalty: 5417.334473
	Iteration 30Q: 3 clusters Score -7173536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7173535.500000 Penalty: 5417.334473
	Iteration 31Q: 3 clusters Score -7173536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7173545.000000 Penalty: 5417.334473
	Iteration 32Q: 3 clusters Score -7173545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7173547.000000 Penalty: 5417.334473
	Iteration 33Q: 3 clusters Score -7173547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7173550.500000 Penalty: 5417.334473
	Iteration 34Q: 3 clusters Score -7173550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7173545.000000 Penalty: 5417.334473
	Iteration 35Q: 3 clusters Score -7173545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7173545.000000 Penalty: 5417.334473
	Iteration 36F: 3 clusters Score -7173545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145641 members 
Entering Unmasked Estep 
Score: -18659868.000000 Penalty: 2948.447266
	Iteration 0F: 2 clusters Score -1.865987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -18562526.000000 Penalty: 5896.894531
	Iteration 0F: 3 clusters Score -1.856253e+07 nChanged 69788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -18602502.000000 Penalty: 5896.894531
	Iteration 1F: 3 clusters Score -1.86025e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -18603374.000000 Penalty: 5896.894531
	Iteration 2Q: 3 clusters Score -1.860337e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -18604356.000000 Penalty: 5896.894531
	Iteration 3Q: 3 clusters Score -1.860436e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -18605532.000000 Penalty: 5896.894531
	Iteration 4Q: 3 clusters Score -1.860553e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -18607020.000000 Penalty: 5896.894531
	Iteration 5Q: 3 clusters Score -1.860702e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -18609004.000000 Penalty: 5896.894531
	Iteration 6Q: 3 clusters Score -1.8609e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -18611682.000000 Penalty: 5896.894531
	Iteration 7Q: 3 clusters Score -1.861168e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -18615644.000000 Penalty: 5896.894531
	Iteration 8F: 3 clusters Score -1.861564e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -18620994.000000 Penalty: 5896.894531
	Iteration 9F: 3 clusters Score -1.862099e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -18627422.000000 Penalty: 5896.894531
	Iteration 10F: 3 clusters Score -1.862742e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -18633480.000000 Penalty: 5896.894531
	Iteration 11F: 3 clusters Score -1.863348e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -18637446.000000 Penalty: 5896.894531
	Iteration 12F: 3 clusters Score -1.863745e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -18639704.000000 Penalty: 5896.894531
	Iteration 13Q: 3 clusters Score -1.86397e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -18640992.000000 Penalty: 5896.894531
	Iteration 14Q: 3 clusters Score -1.864099e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -18642224.000000 Penalty: 5896.894531
	Iteration 15Q: 3 clusters Score -1.864222e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -18643510.000000 Penalty: 5896.894531
	Iteration 16Q: 3 clusters Score -1.864351e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -18644884.000000 Penalty: 5896.894531
	Iteration 17Q: 3 clusters Score -1.864488e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -18646330.000000 Penalty: 5896.894531
	Iteration 18Q: 3 clusters Score -1.864633e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -18647868.000000 Penalty: 5896.894531
	Iteration 19Q: 3 clusters Score -1.864787e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -18649338.000000 Penalty: 5896.894531
	Iteration 20F: 3 clusters Score -1.864934e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -18650548.000000 Penalty: 5896.894531
	Iteration 21Q: 3 clusters Score -1.865055e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122532 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -18651668.000000 Penalty: 5896.894531
	Iteration 22Q: 3 clusters Score -1.865167e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -18652616.000000 Penalty: 5896.894531
	Iteration 23Q: 3 clusters Score -1.865262e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -18653198.000000 Penalty: 5896.894531
	Iteration 24Q: 3 clusters Score -1.86532e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -18653826.000000 Penalty: 5896.894531
	Iteration 25Q: 3 clusters Score -1.865383e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129845 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -18654456.000000 Penalty: 5896.894531
	Iteration 26Q: 3 clusters Score -1.865446e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131251 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -18654918.000000 Penalty: 5896.894531
	Iteration 27Q: 3 clusters Score -1.865492e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -18655342.000000 Penalty: 5896.894531
	Iteration 28Q: 3 clusters Score -1.865534e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133735 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -18655674.000000 Penalty: 5896.894531
	Iteration 29Q: 3 clusters Score -1.865567e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134813 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -18656072.000000 Penalty: 5896.894531
	Iteration 30Q: 3 clusters Score -1.865607e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -18656380.000000 Penalty: 5896.894531
	Iteration 31Q: 3 clusters Score -1.865638e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136649 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -18656584.000000 Penalty: 5896.894531
	Iteration 32Q: 3 clusters Score -1.865658e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137420 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -18656820.000000 Penalty: 5896.894531
	Iteration 33Q: 3 clusters Score -1.865682e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -18657062.000000 Penalty: 5896.894531
	Iteration 34Q: 3 clusters Score -1.865706e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138735 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -18657226.000000 Penalty: 5896.894531
	Iteration 35Q: 3 clusters Score -1.865723e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139263 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -18657362.000000 Penalty: 5896.894531
	Iteration 36Q: 3 clusters Score -1.865736e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -18657534.000000 Penalty: 5896.894531
	Iteration 37Q: 3 clusters Score -1.865753e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -18657594.000000 Penalty: 5896.894531
	Iteration 38Q: 3 clusters Score -1.865759e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140471 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -18657668.000000 Penalty: 5896.894531
	Iteration 39Q: 3 clusters Score -1.865767e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140758 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -18657708.000000 Penalty: 5896.894531
	Iteration 40F: 3 clusters Score -1.865771e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140992 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -18657746.000000 Penalty: 5896.894531
	Iteration 41Q: 3 clusters Score -1.865775e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -18657774.000000 Penalty: 5896.894531
	Iteration 42Q: 3 clusters Score -1.865777e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -18657790.000000 Penalty: 5896.894531
	Iteration 43Q: 3 clusters Score -1.865779e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141594 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -18657816.000000 Penalty: 5896.894531
	Iteration 44Q: 3 clusters Score -1.865782e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141748 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -18657846.000000 Penalty: 5896.894531
	Iteration 45Q: 3 clusters Score -1.865785e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -18657888.000000 Penalty: 5896.894531
	Iteration 46Q: 3 clusters Score -1.865789e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -18657908.000000 Penalty: 5896.894531
	Iteration 47Q: 3 clusters Score -1.865791e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142137 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -18657928.000000 Penalty: 5896.894531
	Iteration 48Q: 3 clusters Score -1.865793e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142242 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -18657972.000000 Penalty: 5896.894531
	Iteration 49Q: 3 clusters Score -1.865797e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142343 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -18657992.000000 Penalty: 5896.894531
	Iteration 50Q: 3 clusters Score -1.865799e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142427 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -18658018.000000 Penalty: 5896.894531
	Iteration 51Q: 3 clusters Score -1.865802e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142495 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -18658048.000000 Penalty: 5896.894531
	Iteration 52Q: 3 clusters Score -1.865805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -18658050.000000 Penalty: 5896.894531
	Iteration 53Q: 3 clusters Score -1.865805e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142639 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -18658048.000000 Penalty: 5896.894531
	Iteration 54Q: 3 clusters Score -1.865805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -18658052.000000 Penalty: 5896.894531
	Iteration 55Q: 3 clusters Score -1.865805e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -18658072.000000 Penalty: 5896.894531
	Iteration 56Q: 3 clusters Score -1.865807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -18658054.000000 Penalty: 5896.894531
	Iteration 57Q: 3 clusters Score -1.865805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -18658082.000000 Penalty: 5896.894531
	Iteration 58Q: 3 clusters Score -1.865808e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142888 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -18658086.000000 Penalty: 5896.894531
	Iteration 59Q: 3 clusters Score -1.865809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142923 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -18658082.000000 Penalty: 5896.894531
	Iteration 60F: 3 clusters Score -1.865808e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142953 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -18658084.000000 Penalty: 5896.894531
	Iteration 61Q: 3 clusters Score -1.865808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -18658102.000000 Penalty: 5896.894531
	Iteration 62Q: 3 clusters Score -1.86581e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -18658130.000000 Penalty: 5896.894531
	Iteration 63Q: 3 clusters Score -1.865813e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -18658140.000000 Penalty: 5896.894531
	Iteration 64Q: 3 clusters Score -1.865814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -18658116.000000 Penalty: 5896.894531
	Iteration 65Q: 3 clusters Score -1.865812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -18658122.000000 Penalty: 5896.894531
	Iteration 66Q: 3 clusters Score -1.865812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -18658114.000000 Penalty: 5896.894531
	Iteration 67Q: 3 clusters Score -1.865811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -18658124.000000 Penalty: 5896.894531
	Iteration 68Q: 3 clusters Score -1.865812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -18658112.000000 Penalty: 5896.894531
	Iteration 69Q: 3 clusters Score -1.865811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143179 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -18658118.000000 Penalty: 5896.894531
	Iteration 70Q: 3 clusters Score -1.865812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -18658136.000000 Penalty: 5896.894531
	Iteration 71Q: 3 clusters Score -1.865814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -18658122.000000 Penalty: 5896.894531
	Iteration 72Q: 3 clusters Score -1.865812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -18658118.000000 Penalty: 5896.894531
	Iteration 73Q: 3 clusters Score -1.865812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -18658120.000000 Penalty: 5896.894531
	Iteration 74Q: 3 clusters Score -1.865812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -18658118.000000 Penalty: 5896.894531
	Iteration 75Q: 3 clusters Score -1.865812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -18658126.000000 Penalty: 5896.894531
	Iteration 76Q: 3 clusters Score -1.865813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18658134.000000 Penalty: 5896.894531
	Iteration 77Q: 3 clusters Score -1.865813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -18658146.000000 Penalty: 5896.894531
	Iteration 78Q: 3 clusters Score -1.865815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143311 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -18658140.000000 Penalty: 5896.894531
	Iteration 79Q: 3 clusters Score -1.865814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -18658138.000000 Penalty: 5896.894531
	Iteration 80F: 3 clusters Score -1.865814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -18658174.000000 Penalty: 5896.894531
	Iteration 81Q: 3 clusters Score -1.865817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -18658162.000000 Penalty: 5896.894531
	Iteration 82Q: 3 clusters Score -1.865816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -18658164.000000 Penalty: 5896.894531
	Iteration 83Q: 3 clusters Score -1.865816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -18658170.000000 Penalty: 5896.894531
	Iteration 84Q: 3 clusters Score -1.865817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -18658188.000000 Penalty: 5896.894531
	Iteration 85Q: 3 clusters Score -1.865819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143403 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18658174.000000 Penalty: 5896.894531
	Iteration 86Q: 3 clusters Score -1.865817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -18658180.000000 Penalty: 5896.894531
	Iteration 87Q: 3 clusters Score -1.865818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143435 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -18658172.000000 Penalty: 5896.894531
	Iteration 88Q: 3 clusters Score -1.865817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143448 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -18658188.000000 Penalty: 5896.894531
	Iteration 89Q: 3 clusters Score -1.865819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -18658174.000000 Penalty: 5896.894531
	Iteration 90Q: 3 clusters Score -1.865817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143457 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -18658192.000000 Penalty: 5896.894531
	Iteration 91Q: 3 clusters Score -1.865819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -18658180.000000 Penalty: 5896.894531
	Iteration 92Q: 3 clusters Score -1.865818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143461 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -18658192.000000 Penalty: 5896.894531
	Iteration 93Q: 3 clusters Score -1.865819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143463 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -18658184.000000 Penalty: 5896.894531
	Iteration 94Q: 3 clusters Score -1.865818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18658180.000000 Penalty: 5896.894531
	Iteration 95Q: 3 clusters Score -1.865818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143469 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -18658174.000000 Penalty: 5896.894531
	Iteration 96Q: 3 clusters Score -1.865817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143471 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -18658178.000000 Penalty: 5896.894531
	Iteration 97Q: 3 clusters Score -1.865818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143472 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18658170.000000 Penalty: 5896.894531
	Iteration 98Q: 3 clusters Score -1.865817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143473 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18658180.000000 Penalty: 5896.894531
	Iteration 99Q: 3 clusters Score -1.865818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143473 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -18658180.000000 Penalty: 5896.894531
	Iteration 100F: 3 clusters Score -1.865818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202082 members 
Entering Unmasked Estep 
Score: -25830700.000000 Penalty: 3029.674316
	Iteration 0F: 2 clusters Score -2.58307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -25698638.000000 Penalty: 6059.348633
	Iteration 0F: 3 clusters Score -2.569864e+07 nChanged 97211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97736 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -25754886.000000 Penalty: 6059.348633
	Iteration 1F: 3 clusters Score -2.575489e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -25755800.000000 Penalty: 6059.348633
	Iteration 2Q: 3 clusters Score -2.57558e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -25756994.000000 Penalty: 6059.348633
	Iteration 3Q: 3 clusters Score -2.575699e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87372 members 
Mstep: Class 2 contains 114710 members 
Entering Unmasked Estep 
Score: -25758928.000000 Penalty: 6059.348633
	Iteration 4Q: 3 clusters Score -2.575893e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 122389 members 
Entering Unmasked Estep 
Score: -25762764.000000 Penalty: 6059.348633
	Iteration 5Q: 3 clusters Score -2.576276e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 133694 members 
Entering Unmasked Estep 
Score: -25769994.000000 Penalty: 6059.348633
	Iteration 6F: 3 clusters Score -2.576999e+07 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 148708 members 
Entering Unmasked Estep 
Score: -25782018.000000 Penalty: 6059.348633
	Iteration 7F: 3 clusters Score -2.578202e+07 nChanged 17804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -25798148.000000 Penalty: 6059.348633
	Iteration 8F: 3 clusters Score -2.579815e+07 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 180540 members 
Entering Unmasked Estep 
Score: -25812886.000000 Penalty: 6059.348633
	Iteration 9F: 3 clusters Score -2.581289e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -25821890.000000 Penalty: 6059.348633
	Iteration 10Q: 3 clusters Score -2.582189e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 194279 members 
Entering Unmasked Estep 
Score: -25826124.000000 Penalty: 6059.348633
	Iteration 11Q: 3 clusters Score -2.582612e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -25828026.000000 Penalty: 6059.348633
	Iteration 12Q: 3 clusters Score -2.582803e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 196523 members 
Entering Unmasked Estep 
Score: -25828928.000000 Penalty: 6059.348633
	Iteration 13Q: 3 clusters Score -2.582893e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 196803 members 
Entering Unmasked Estep 
Score: -25829336.000000 Penalty: 6059.348633
	Iteration 14Q: 3 clusters Score -2.582934e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 196959 members 
Entering Unmasked Estep 
Score: -25829514.000000 Penalty: 6059.348633
	Iteration 15Q: 3 clusters Score -2.582951e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 197073 members 
Entering Unmasked Estep 
Score: -25829526.000000 Penalty: 6059.348633
	Iteration 16Q: 3 clusters Score -2.582953e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 197174 members 
Entering Unmasked Estep 
Score: -25829588.000000 Penalty: 6059.348633
	Iteration 17Q: 3 clusters Score -2.582959e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 197250 members 
Entering Unmasked Estep 
Score: -25829656.000000 Penalty: 6059.348633
	Iteration 18Q: 3 clusters Score -2.582966e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 197300 members 
Entering Unmasked Estep 
Score: -25829690.000000 Penalty: 6059.348633
	Iteration 19Q: 3 clusters Score -2.582969e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 197340 members 
Entering Unmasked Estep 
Score: -25829706.000000 Penalty: 6059.348633
	Iteration 20F: 3 clusters Score -2.582971e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 197352 members 
Entering Unmasked Estep 
Score: -25829720.000000 Penalty: 6059.348633
	Iteration 21Q: 3 clusters Score -2.582972e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 197363 members 
Entering Unmasked Estep 
Score: -25829772.000000 Penalty: 6059.348633
	Iteration 22Q: 3 clusters Score -2.582977e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 197377 members 
Entering Unmasked Estep 
Score: -25829800.000000 Penalty: 6059.348633
	Iteration 23Q: 3 clusters Score -2.58298e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -25829782.000000 Penalty: 6059.348633
	Iteration 24Q: 3 clusters Score -2.582978e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 197411 members 
Entering Unmasked Estep 
Score: -25829766.000000 Penalty: 6059.348633
	Iteration 25Q: 3 clusters Score -2.582977e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 197418 members 
Entering Unmasked Estep 
Score: -25829770.000000 Penalty: 6059.348633
	Iteration 26Q: 3 clusters Score -2.582977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 197423 members 
Entering Unmasked Estep 
Score: -25829754.000000 Penalty: 6059.348633
	Iteration 27Q: 3 clusters Score -2.582975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -25829768.000000 Penalty: 6059.348633
	Iteration 28Q: 3 clusters Score -2.582977e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 197432 members 
Entering Unmasked Estep 
Score: -25829752.000000 Penalty: 6059.348633
	Iteration 29Q: 3 clusters Score -2.582975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 197438 members 
Entering Unmasked Estep 
Score: -25829760.000000 Penalty: 6059.348633
	Iteration 30Q: 3 clusters Score -2.582976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 197449 members 
Entering Unmasked Estep 
Score: -25829768.000000 Penalty: 6059.348633
	Iteration 31Q: 3 clusters Score -2.582977e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 197458 members 
Entering Unmasked Estep 
Score: -25829770.000000 Penalty: 6059.348633
	Iteration 32Q: 3 clusters Score -2.582977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 197449 members 
Entering Unmasked Estep 
Score: -25829754.000000 Penalty: 6059.348633
	Iteration 33Q: 3 clusters Score -2.582975e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 197448 members 
Entering Unmasked Estep 
Score: -25829728.000000 Penalty: 6059.348633
	Iteration 34Q: 3 clusters Score -2.582973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 197457 members 
Entering Unmasked Estep 
Score: -25829748.000000 Penalty: 6059.348633
	Iteration 35Q: 3 clusters Score -2.582975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 197465 members 
Entering Unmasked Estep 
Score: -25829730.000000 Penalty: 6059.348633
	Iteration 36Q: 3 clusters Score -2.582973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 197466 members 
Entering Unmasked Estep 
Score: -25829760.000000 Penalty: 6059.348633
	Iteration 37Q: 3 clusters Score -2.582976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 197471 members 
Entering Unmasked Estep 
Score: -25829748.000000 Penalty: 6059.348633
	Iteration 38Q: 3 clusters Score -2.582975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 197479 members 
Entering Unmasked Estep 
Score: -25829760.000000 Penalty: 6059.348633
	Iteration 39Q: 3 clusters Score -2.582976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 197483 members 
Entering Unmasked Estep 
Score: -25829744.000000 Penalty: 6059.348633
	Iteration 40F: 3 clusters Score -2.582974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 197487 members 
Entering Unmasked Estep 
Score: -25829754.000000 Penalty: 6059.348633
	Iteration 41Q: 3 clusters Score -2.582975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 197493 members 
Entering Unmasked Estep 
Score: -25829744.000000 Penalty: 6059.348633
	Iteration 42Q: 3 clusters Score -2.582974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 197493 members 
Entering Unmasked Estep 
Score: -25829758.000000 Penalty: 6059.348633
	Iteration 43Q: 3 clusters Score -2.582976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 197495 members 
Entering Unmasked Estep 
Score: -25829768.000000 Penalty: 6059.348633
	Iteration 44Q: 3 clusters Score -2.582977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 197502 members 
Entering Unmasked Estep 
Score: -25829784.000000 Penalty: 6059.348633
	Iteration 45Q: 3 clusters Score -2.582978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 197506 members 
Entering Unmasked Estep 
Score: -25829760.000000 Penalty: 6059.348633
	Iteration 46Q: 3 clusters Score -2.582976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 197510 members 
Entering Unmasked Estep 
Score: -25829756.000000 Penalty: 6059.348633
	Iteration 47Q: 3 clusters Score -2.582976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 197512 members 
Entering Unmasked Estep 
Score: -25829752.000000 Penalty: 6059.348633
	Iteration 48Q: 3 clusters Score -2.582975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 197511 members 
Entering Unmasked Estep 
Score: -25829754.000000 Penalty: 6059.348633
	Iteration 49Q: 3 clusters Score -2.582975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 197515 members 
Entering Unmasked Estep 
Score: -25829760.000000 Penalty: 6059.348633
	Iteration 50Q: 3 clusters Score -2.582976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 197517 members 
Entering Unmasked Estep 
Score: -25829758.000000 Penalty: 6059.348633
	Iteration 51Q: 3 clusters Score -2.582976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 197515 members 
Entering Unmasked Estep 
Score: -25829760.000000 Penalty: 6059.348633
	Iteration 52Q: 3 clusters Score -2.582976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 197514 members 
Entering Unmasked Estep 
Score: -25829756.000000 Penalty: 6059.348633
	Iteration 53Q: 3 clusters Score -2.582976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 197513 members 
Entering Unmasked Estep 
Score: -25829756.000000 Penalty: 6059.348633
	Iteration 54Q: 3 clusters Score -2.582976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 197511 members 
Entering Unmasked Estep 
Score: -25829770.000000 Penalty: 6059.348633
	Iteration 55Q: 3 clusters Score -2.582977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 197510 members 
Entering Unmasked Estep 
Score: -25829752.000000 Penalty: 6059.348633
	Iteration 56Q: 3 clusters Score -2.582975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 197509 members 
Entering Unmasked Estep 
Score: -25829746.000000 Penalty: 6059.348633
	Iteration 57Q: 3 clusters Score -2.582975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 197509 members 
Entering Unmasked Estep 
Score: -25829746.000000 Penalty: 6059.348633
	Iteration 58F: 3 clusters Score -2.582975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -554050.937500 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -554050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -549870.312500 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -549870.3 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -550812.937500 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -550812.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -550990.875000 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -550990.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -551091.687500 Penalty: 4165.052246
	Iteration 3Q: 3 clusters Score -551091.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -551181.437500 Penalty: 4165.052246
	Iteration 4Q: 3 clusters Score -551181.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -551247.625000 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -551247.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -551304.125000 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -551304.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -551366.875000 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -551366.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -551441.625000 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -551441.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -551520.875000 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -551520.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -551577.062500 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -551577.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -551634.062500 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -551634.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -551719.000000 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -551719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -551829.812500 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -551829.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -551971.312500 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -551971.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -552199.750000 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -552199.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -552540.125000 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -552540.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -552921.062500 Penalty: 4165.052246
	Iteration 17F: 3 clusters Score -552921.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -553265.437500 Penalty: 4165.052246
	Iteration 18F: 3 clusters Score -553265.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -553478.562500 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -553478.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -553604.500000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -553604.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -553657.562500 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -553657.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -553677.187500 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -553677.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -553687.312500 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -553687.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -553695.500000 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -553695.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -553700.937500 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -553700.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -553703.562500 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -553703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -553704.250000 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -553704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -553706.250000 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -553706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -553707.500000 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -553707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -553707.500000 Penalty: 4165.052246
	Iteration 30F: 3 clusters Score -553707.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62892.445312 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62892.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63143.789062 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63143.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63256.347656 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63256.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63346.042969 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -63346.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63528.292969 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -63528.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63875.601562 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -63875.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -64226.820312 Penalty: 3167.056396
	Iteration 6F: 3 clusters Score -64226.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64474.070312 Penalty: 3167.056396
	Iteration 7F: 3 clusters Score -64474.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64565.183594 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -64565.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64582.140625 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -64582.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64582.140625 Penalty: 3167.056396
	Iteration 10F: 3 clusters Score -64582.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 145641 members 
Mstep: Class 3 contains 202082 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 186 members 
Mstep: Class 6 contains 7638 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177805 members 
Mstep: Class 12 contains 176543 members 
Mstep: Class 13 contains 80008 members 
Mstep: Class 14 contains 211216 members 
Mstep: Class 15 contains 53333 members 
Mstep: Class 16 contains 62825 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 407 members 
Entering Unmasked Estep 
Score: -149685568.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687456.000000 to -149685568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -992440.437500 Penalty: 2217.341064
	Iteration 0F: 2 clusters Score -992440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -986277.750000 Penalty: 4434.682129
	Iteration 0F: 3 clusters Score -986277.8 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -987972.437500 Penalty: 4434.682129
	Iteration 1F: 3 clusters Score -987972.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -988202.687500 Penalty: 4434.682129
	Iteration 2F: 3 clusters Score -988202.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -988361.812500 Penalty: 4434.682129
	Iteration 3Q: 3 clusters Score -988361.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -988457.750000 Penalty: 4434.682129
	Iteration 4Q: 3 clusters Score -988457.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -988522.312500 Penalty: 4434.682129
	Iteration 5Q: 3 clusters Score -988522.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -988583.000000 Penalty: 4434.682129
	Iteration 6Q: 3 clusters Score -988583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -988641.750000 Penalty: 4434.682129
	Iteration 7Q: 3 clusters Score -988641.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -988689.687500 Penalty: 4434.682129
	Iteration 8Q: 3 clusters Score -988689.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -988731.437500 Penalty: 4434.682129
	Iteration 9Q: 3 clusters Score -988731.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -988772.562500 Penalty: 4434.682129
	Iteration 10Q: 3 clusters Score -988772.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -988816.750000 Penalty: 4434.682129
	Iteration 11Q: 3 clusters Score -988816.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -988867.250000 Penalty: 4434.682129
	Iteration 12Q: 3 clusters Score -988867.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -988917.625000 Penalty: 4434.682129
	Iteration 13Q: 3 clusters Score -988917.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -988981.000000 Penalty: 4434.682129
	Iteration 14Q: 3 clusters Score -988981 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -989057.000000 Penalty: 4434.682129
	Iteration 15Q: 3 clusters Score -989057 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -989144.562500 Penalty: 4434.682129
	Iteration 16Q: 3 clusters Score -989144.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -989263.000000 Penalty: 4434.682129
	Iteration 17Q: 3 clusters Score -989263 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -989392.750000 Penalty: 4434.682129
	Iteration 18Q: 3 clusters Score -989392.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -989527.750000 Penalty: 4434.682129
	Iteration 19Q: 3 clusters Score -989527.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -989683.687500 Penalty: 4434.682129
	Iteration 20F: 3 clusters Score -989683.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -989836.312500 Penalty: 4434.682129
	Iteration 21Q: 3 clusters Score -989836.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -989985.437500 Penalty: 4434.682129
	Iteration 22Q: 3 clusters Score -989985.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -990118.125000 Penalty: 4434.682129
	Iteration 23Q: 3 clusters Score -990118.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -990236.062500 Penalty: 4434.682129
	Iteration 24Q: 3 clusters Score -990236.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -990334.375000 Penalty: 4434.682129
	Iteration 25Q: 3 clusters Score -990334.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -990413.062500 Penalty: 4434.682129
	Iteration 26Q: 3 clusters Score -990413.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -990467.500000 Penalty: 4434.682129
	Iteration 27Q: 3 clusters Score -990467.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -990500.437500 Penalty: 4434.682129
	Iteration 28Q: 3 clusters Score -990500.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -990529.625000 Penalty: 4434.682129
	Iteration 29Q: 3 clusters Score -990529.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -990559.687500 Penalty: 4434.682129
	Iteration 30Q: 3 clusters Score -990559.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -990580.312500 Penalty: 4434.682129
	Iteration 31Q: 3 clusters Score -990580.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -990593.875000 Penalty: 4434.682129
	Iteration 32Q: 3 clusters Score -990593.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -990607.187500 Penalty: 4434.682129
	Iteration 33Q: 3 clusters Score -990607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -990621.687500 Penalty: 4434.682129
	Iteration 34Q: 3 clusters Score -990621.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -990628.875000 Penalty: 4434.682129
	Iteration 35Q: 3 clusters Score -990628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -990638.000000 Penalty: 4434.682129
	Iteration 36Q: 3 clusters Score -990638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -990640.000000 Penalty: 4434.682129
	Iteration 37Q: 3 clusters Score -990640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -990642.500000 Penalty: 4434.682129
	Iteration 38Q: 3 clusters Score -990642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -990643.437500 Penalty: 4434.682129
	Iteration 39Q: 3 clusters Score -990643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -990645.500000 Penalty: 4434.682129
	Iteration 40F: 3 clusters Score -990645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -990644.812500 Penalty: 4434.682129
	Iteration 41Q: 3 clusters Score -990644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -990646.187500 Penalty: 4434.682129
	Iteration 42Q: 3 clusters Score -990646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -990647.750000 Penalty: 4434.682129
	Iteration 43Q: 3 clusters Score -990647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -990647.750000 Penalty: 4434.682129
	Iteration 44F: 3 clusters Score -990647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 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 133 members 
Entering Unmasked Estep 
Score: -22032.765625 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22032.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22291.164062 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22291.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22383.929688 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -22383.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22418.240234 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22418.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22445.259766 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22445.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22477.228516 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22477.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22529.818359 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22529.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22596.935547 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22596.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22646.943359 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -22646.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22685.406250 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -22685.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22753.058594 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -22753.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22829.572266 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -22829.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22892.128906 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -22892.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22897.683594 Penalty: 2734.660645
	Iteration 13Q: 3 clusters Score -22897.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22898.099609 Penalty: 2734.660645
	Iteration 14F: 3 clusters Score -22898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22901.130859 Penalty: 2734.660645
	Iteration 15Q: 3 clusters Score -22901.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22905.054688 Penalty: 2734.660645
	Iteration 16Q: 3 clusters Score -22905.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22908.099609 Penalty: 2734.660645
	Iteration 17Q: 3 clusters Score -22908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22912.744141 Penalty: 2734.660645
	Iteration 18Q: 3 clusters Score -22912.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22912.744141 Penalty: 2734.660645
	Iteration 19F: 3 clusters Score -22912.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -218742.796875 Penalty: 1864.210327
	Iteration 0F: 2 clusters Score -218742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216227.156250 Penalty: 3728.420654
	Iteration 0F: 3 clusters Score -216227.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -216752.453125 Penalty: 3728.420654
	Iteration 1F: 3 clusters Score -216752.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -216899.546875 Penalty: 3728.420654
	Iteration 2F: 3 clusters Score -216899.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -216952.515625 Penalty: 3728.420654
	Iteration 3Q: 3 clusters Score -216952.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -216976.828125 Penalty: 3728.420654
	Iteration 4Q: 3 clusters Score -216976.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -216989.468750 Penalty: 3728.420654
	Iteration 5Q: 3 clusters Score -216989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217000.609375 Penalty: 3728.420654
	Iteration 6Q: 3 clusters Score -217000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -217010.593750 Penalty: 3728.420654
	Iteration 7Q: 3 clusters Score -217010.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217019.093750 Penalty: 3728.420654
	Iteration 8Q: 3 clusters Score -217019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217025.453125 Penalty: 3728.420654
	Iteration 9Q: 3 clusters Score -217025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217029.250000 Penalty: 3728.420654
	Iteration 10Q: 3 clusters Score -217029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217032.765625 Penalty: 3728.420654
	Iteration 11Q: 3 clusters Score -217032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -217036.078125 Penalty: 3728.420654
	Iteration 12Q: 3 clusters Score -217036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -217038.015625 Penalty: 3728.420654
	Iteration 13Q: 3 clusters Score -217038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217040.000000 Penalty: 3728.420654
	Iteration 14Q: 3 clusters Score -217040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217040.281250 Penalty: 3728.420654
	Iteration 15Q: 3 clusters Score -217040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -217041.218750 Penalty: 3728.420654
	Iteration 16Q: 3 clusters Score -217041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217041.625000 Penalty: 3728.420654
	Iteration 17Q: 3 clusters Score -217041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217042.546875 Penalty: 3728.420654
	Iteration 18Q: 3 clusters Score -217042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217042.546875 Penalty: 3728.420654
	Iteration 19F: 3 clusters Score -217042.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56676.199219 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56676.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56963.484375 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -56963.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57215.531250 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -57215.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57755.171875 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -57755.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57887.789062 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -57887.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57957.195312 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -57957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58014.218750 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -58014.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58025.890625 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -58025.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58025.890625 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -58025.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 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 323 members 
Entering Unmasked Estep 
Score: -73300.437500 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73300.44 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73507.570312 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73507.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73608.859375 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73608.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73647.765625 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73647.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73662.234375 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73662.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73687.843750 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -73687.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73718.921875 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -73718.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73768.484375 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -73768.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73853.039062 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -73853.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73966.867188 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -73966.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74124.851562 Penalty: 3217.891357
	Iteration 10F: 3 clusters Score -74124.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74229.140625 Penalty: 3217.891357
	Iteration 11F: 3 clusters Score -74229.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74308.398438 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74474.000000 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74525.226562 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74525.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74543.828125 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -74543.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -74551.218750 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -74551.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -74562.328125 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -74562.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74584.578125 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -74584.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74586.664062 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -74586.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74586.664062 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -74586.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (177805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177805 members 
Entering Unmasked Estep 
Score: -22743418.000000 Penalty: 2997.933838
	Iteration 0F: 2 clusters Score -2.274342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -22626500.000000 Penalty: 5995.867676
	Iteration 0F: 3 clusters Score -2.26265e+07 nChanged 85191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -22677586.000000 Penalty: 5995.867676
	Iteration 1F: 3 clusters Score -2.267759e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -22680064.000000 Penalty: 5995.867676
	Iteration 2Q: 3 clusters Score -2.268006e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -22683480.000000 Penalty: 5995.867676
	Iteration 3Q: 3 clusters Score -2.268348e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -22688470.000000 Penalty: 5995.867676
	Iteration 4F: 3 clusters Score -2.268847e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -22694284.000000 Penalty: 5995.867676
	Iteration 5F: 3 clusters Score -2.269428e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -22701366.000000 Penalty: 5995.867676
	Iteration 6F: 3 clusters Score -2.270137e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -22708422.000000 Penalty: 5995.867676
	Iteration 7F: 3 clusters Score -2.270842e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -22714020.000000 Penalty: 5995.867676
	Iteration 8F: 3 clusters Score -2.271402e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -22717352.000000 Penalty: 5995.867676
	Iteration 9Q: 3 clusters Score -2.271735e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 88006 members 
Entering Unmasked Estep 
Score: -22719468.000000 Penalty: 5995.867676
	Iteration 10Q: 3 clusters Score -2.271947e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -22720486.000000 Penalty: 5995.867676
	Iteration 11Q: 3 clusters Score -2.272049e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -22721168.000000 Penalty: 5995.867676
	Iteration 12Q: 3 clusters Score -2.272117e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -22721884.000000 Penalty: 5995.867676
	Iteration 13Q: 3 clusters Score -2.272188e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -22722694.000000 Penalty: 5995.867676
	Iteration 14Q: 3 clusters Score -2.272269e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -22723570.000000 Penalty: 5995.867676
	Iteration 15Q: 3 clusters Score -2.272357e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -22724648.000000 Penalty: 5995.867676
	Iteration 16Q: 3 clusters Score -2.272465e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -22725502.000000 Penalty: 5995.867676
	Iteration 17Q: 3 clusters Score -2.27255e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -22726314.000000 Penalty: 5995.867676
	Iteration 18Q: 3 clusters Score -2.272631e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -22727052.000000 Penalty: 5995.867676
	Iteration 19Q: 3 clusters Score -2.272705e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -22727438.000000 Penalty: 5995.867676
	Iteration 20F: 3 clusters Score -2.272744e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -22727886.000000 Penalty: 5995.867676
	Iteration 21Q: 3 clusters Score -2.272789e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -22728276.000000 Penalty: 5995.867676
	Iteration 22Q: 3 clusters Score -2.272828e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -22728686.000000 Penalty: 5995.867676
	Iteration 23Q: 3 clusters Score -2.272869e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -22728954.000000 Penalty: 5995.867676
	Iteration 24Q: 3 clusters Score -2.272895e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 103235 members 
Entering Unmasked Estep 
Score: -22729208.000000 Penalty: 5995.867676
	Iteration 25Q: 3 clusters Score -2.272921e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -22729498.000000 Penalty: 5995.867676
	Iteration 26Q: 3 clusters Score -2.27295e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
Score: -22729650.000000 Penalty: 5995.867676
	Iteration 27Q: 3 clusters Score -2.272965e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 107187 members 
Entering Unmasked Estep 
Score: -22729756.000000 Penalty: 5995.867676
	Iteration 28Q: 3 clusters Score -2.272976e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -22729972.000000 Penalty: 5995.867676
	Iteration 29Q: 3 clusters Score -2.272997e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -22730166.000000 Penalty: 5995.867676
	Iteration 30Q: 3 clusters Score -2.273017e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 111575 members 
Entering Unmasked Estep 
Score: -22730440.000000 Penalty: 5995.867676
	Iteration 31Q: 3 clusters Score -2.273044e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -22730742.000000 Penalty: 5995.867676
	Iteration 32Q: 3 clusters Score -2.273074e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -22731104.000000 Penalty: 5995.867676
	Iteration 33Q: 3 clusters Score -2.27311e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 116742 members 
Entering Unmasked Estep 
Score: -22731510.000000 Penalty: 5995.867676
	Iteration 34Q: 3 clusters Score -2.273151e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 118637 members 
Entering Unmasked Estep 
Score: -22732010.000000 Penalty: 5995.867676
	Iteration 35Q: 3 clusters Score -2.273201e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 120635 members 
Entering Unmasked Estep 
Score: -22732466.000000 Penalty: 5995.867676
	Iteration 36Q: 3 clusters Score -2.273247e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 122719 members 
Entering Unmasked Estep 
Score: -22732984.000000 Penalty: 5995.867676
	Iteration 37Q: 3 clusters Score -2.273298e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -22733514.000000 Penalty: 5995.867676
	Iteration 38Q: 3 clusters Score -2.273351e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 126941 members 
Entering Unmasked Estep 
Score: -22733966.000000 Penalty: 5995.867676
	Iteration 39Q: 3 clusters Score -2.273397e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 129113 members 
Entering Unmasked Estep 
Score: -22734520.000000 Penalty: 5995.867676
	Iteration 40F: 3 clusters Score -2.273452e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 131297 members 
Entering Unmasked Estep 
Score: -22735092.000000 Penalty: 5995.867676
	Iteration 41Q: 3 clusters Score -2.273509e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 133455 members 
Entering Unmasked Estep 
Score: -22735658.000000 Penalty: 5995.867676
	Iteration 42Q: 3 clusters Score -2.273566e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 135612 members 
Entering Unmasked Estep 
Score: -22736244.000000 Penalty: 5995.867676
	Iteration 43Q: 3 clusters Score -2.273624e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 137724 members 
Entering Unmasked Estep 
Score: -22736782.000000 Penalty: 5995.867676
	Iteration 44Q: 3 clusters Score -2.273678e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 139762 members 
Entering Unmasked Estep 
Score: -22737302.000000 Penalty: 5995.867676
	Iteration 45Q: 3 clusters Score -2.27373e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 141765 members 
Entering Unmasked Estep 
Score: -22737782.000000 Penalty: 5995.867676
	Iteration 46Q: 3 clusters Score -2.273778e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -22738114.000000 Penalty: 5995.867676
	Iteration 47Q: 3 clusters Score -2.273811e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 145609 members 
Entering Unmasked Estep 
Score: -22738534.000000 Penalty: 5995.867676
	Iteration 48Q: 3 clusters Score -2.273853e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 147484 members 
Entering Unmasked Estep 
Score: -22738978.000000 Penalty: 5995.867676
	Iteration 49Q: 3 clusters Score -2.273898e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 149343 members 
Entering Unmasked Estep 
Score: -22739348.000000 Penalty: 5995.867676
	Iteration 50Q: 3 clusters Score -2.273935e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -22739674.000000 Penalty: 5995.867676
	Iteration 51Q: 3 clusters Score -2.273967e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 152823 members 
Entering Unmasked Estep 
Score: -22739884.000000 Penalty: 5995.867676
	Iteration 52Q: 3 clusters Score -2.273988e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 154483 members 
Entering Unmasked Estep 
Score: -22740126.000000 Penalty: 5995.867676
	Iteration 53Q: 3 clusters Score -2.274013e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -22740466.000000 Penalty: 5995.867676
	Iteration 54Q: 3 clusters Score -2.274047e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 157362 members 
Entering Unmasked Estep 
Score: -22740770.000000 Penalty: 5995.867676
	Iteration 55Q: 3 clusters Score -2.274077e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 158780 members 
Entering Unmasked Estep 
Score: -22741170.000000 Penalty: 5995.867676
	Iteration 56Q: 3 clusters Score -2.274117e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 160055 members 
Entering Unmasked Estep 
Score: -22741536.000000 Penalty: 5995.867676
	Iteration 57Q: 3 clusters Score -2.274154e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -22741750.000000 Penalty: 5995.867676
	Iteration 58Q: 3 clusters Score -2.274175e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -22741966.000000 Penalty: 5995.867676
	Iteration 59Q: 3 clusters Score -2.274197e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -22742196.000000 Penalty: 5995.867676
	Iteration 60F: 3 clusters Score -2.27422e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -22742338.000000 Penalty: 5995.867676
	Iteration 61Q: 3 clusters Score -2.274234e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -22742464.000000 Penalty: 5995.867676
	Iteration 62Q: 3 clusters Score -2.274246e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -22742566.000000 Penalty: 5995.867676
	Iteration 63Q: 3 clusters Score -2.274257e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 167019 members 
Entering Unmasked Estep 
Score: -22742714.000000 Penalty: 5995.867676
	Iteration 64Q: 3 clusters Score -2.274271e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -22742836.000000 Penalty: 5995.867676
	Iteration 65Q: 3 clusters Score -2.274284e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 168511 members 
Entering Unmasked Estep 
Score: -22742954.000000 Penalty: 5995.867676
	Iteration 66Q: 3 clusters Score -2.274295e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 169167 members 
Entering Unmasked Estep 
Score: -22743096.000000 Penalty: 5995.867676
	Iteration 67Q: 3 clusters Score -2.27431e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -22743082.000000 Penalty: 5995.867676
	Iteration 68Q: 3 clusters Score -2.274308e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 170285 members 
Entering Unmasked Estep 
Score: -22743100.000000 Penalty: 5995.867676
	Iteration 69Q: 3 clusters Score -2.27431e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -22743150.000000 Penalty: 5995.867676
	Iteration 70Q: 3 clusters Score -2.274315e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -22743156.000000 Penalty: 5995.867676
	Iteration 71Q: 3 clusters Score -2.274316e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -22743186.000000 Penalty: 5995.867676
	Iteration 72Q: 3 clusters Score -2.274319e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -22743174.000000 Penalty: 5995.867676
	Iteration 73Q: 3 clusters Score -2.274317e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 172108 members 
Entering Unmasked Estep 
Score: -22743188.000000 Penalty: 5995.867676
	Iteration 74Q: 3 clusters Score -2.274319e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -22743150.000000 Penalty: 5995.867676
	Iteration 75Q: 3 clusters Score -2.274315e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 172550 members 
Entering Unmasked Estep 
Score: -22743146.000000 Penalty: 5995.867676
	Iteration 76Q: 3 clusters Score -2.274315e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 172766 members 
Entering Unmasked Estep 
Score: -22743162.000000 Penalty: 5995.867676
	Iteration 77Q: 3 clusters Score -2.274316e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 172975 members 
Entering Unmasked Estep 
Score: -22743162.000000 Penalty: 5995.867676
	Iteration 78Q: 3 clusters Score -2.274316e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -22743180.000000 Penalty: 5995.867676
	Iteration 79Q: 3 clusters Score -2.274318e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 173334 members 
Entering Unmasked Estep 
Score: -22743178.000000 Penalty: 5995.867676
	Iteration 80F: 3 clusters Score -2.274318e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 173473 members 
Entering Unmasked Estep 
Score: -22743178.000000 Penalty: 5995.867676
	Iteration 81Q: 3 clusters Score -2.274318e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 173576 members 
Entering Unmasked Estep 
Score: -22743162.000000 Penalty: 5995.867676
	Iteration 82Q: 3 clusters Score -2.274316e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -22743142.000000 Penalty: 5995.867676
	Iteration 83Q: 3 clusters Score -2.274314e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 173757 members 
Entering Unmasked Estep 
Score: -22743140.000000 Penalty: 5995.867676
	Iteration 84Q: 3 clusters Score -2.274314e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 173822 members 
Entering Unmasked Estep 
Score: -22743160.000000 Penalty: 5995.867676
	Iteration 85Q: 3 clusters Score -2.274316e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 173874 members 
Entering Unmasked Estep 
Score: -22743136.000000 Penalty: 5995.867676
	Iteration 86Q: 3 clusters Score -2.274314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 173922 members 
Entering Unmasked Estep 
Score: -22743130.000000 Penalty: 5995.867676
	Iteration 87Q: 3 clusters Score -2.274313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -22743130.000000 Penalty: 5995.867676
	Iteration 88Q: 3 clusters Score -2.274313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -22743118.000000 Penalty: 5995.867676
	Iteration 89Q: 3 clusters Score -2.274312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 174022 members 
Entering Unmasked Estep 
Score: -22743122.000000 Penalty: 5995.867676
	Iteration 90Q: 3 clusters Score -2.274312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -22743146.000000 Penalty: 5995.867676
	Iteration 91Q: 3 clusters Score -2.274315e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -22743136.000000 Penalty: 5995.867676
	Iteration 92Q: 3 clusters Score -2.274314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 174111 members 
Entering Unmasked Estep 
Score: -22743116.000000 Penalty: 5995.867676
	Iteration 93Q: 3 clusters Score -2.274312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -22743146.000000 Penalty: 5995.867676
	Iteration 94Q: 3 clusters Score -2.274315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 174159 members 
Entering Unmasked Estep 
Score: -22743140.000000 Penalty: 5995.867676
	Iteration 95Q: 3 clusters Score -2.274314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 174180 members 
Entering Unmasked Estep 
Score: -22743128.000000 Penalty: 5995.867676
	Iteration 96Q: 3 clusters Score -2.274313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -22743124.000000 Penalty: 5995.867676
	Iteration 97Q: 3 clusters Score -2.274312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -22743118.000000 Penalty: 5995.867676
	Iteration 98Q: 3 clusters Score -2.274312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -22743110.000000 Penalty: 5995.867676
	Iteration 99Q: 3 clusters Score -2.274311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 174256 members 
Entering Unmasked Estep 
Score: -22743106.000000 Penalty: 5995.867676
	Iteration 100F: 3 clusters Score -2.274311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -22743094.000000 Penalty: 5995.867676
	Iteration 101Q: 3 clusters Score -2.274309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 174288 members 
Entering Unmasked Estep 
Score: -22743100.000000 Penalty: 5995.867676
	Iteration 102Q: 3 clusters Score -2.27431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -22743086.000000 Penalty: 5995.867676
	Iteration 103Q: 3 clusters Score -2.274309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 174312 members 
Entering Unmasked Estep 
Score: -22743090.000000 Penalty: 5995.867676
	Iteration 104Q: 3 clusters Score -2.274309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 174319 members 
Entering Unmasked Estep 
Score: -22743098.000000 Penalty: 5995.867676
	Iteration 105Q: 3 clusters Score -2.27431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 174325 members 
Entering Unmasked Estep 
Score: -22743116.000000 Penalty: 5995.867676
	Iteration 106Q: 3 clusters Score -2.274312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 174333 members 
Entering Unmasked Estep 
Score: -22743118.000000 Penalty: 5995.867676
	Iteration 107Q: 3 clusters Score -2.274312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 174342 members 
Entering Unmasked Estep 
Score: -22743104.000000 Penalty: 5995.867676
	Iteration 108Q: 3 clusters Score -2.27431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -22743096.000000 Penalty: 5995.867676
	Iteration 109Q: 3 clusters Score -2.27431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -22743092.000000 Penalty: 5995.867676
	Iteration 110Q: 3 clusters Score -2.274309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 174358 members 
Entering Unmasked Estep 
Score: -22743104.000000 Penalty: 5995.867676
	Iteration 111Q: 3 clusters Score -2.27431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -22743108.000000 Penalty: 5995.867676
	Iteration 112Q: 3 clusters Score -2.274311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -22743120.000000 Penalty: 5995.867676
	Iteration 113Q: 3 clusters Score -2.274312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
Score: -22743106.000000 Penalty: 5995.867676
	Iteration 114Q: 3 clusters Score -2.274311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -22743108.000000 Penalty: 5995.867676
	Iteration 115Q: 3 clusters Score -2.274311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 174377 members 
Entering Unmasked Estep 
Score: -22743086.000000 Penalty: 5995.867676
	Iteration 116Q: 3 clusters Score -2.274309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -22743092.000000 Penalty: 5995.867676
	Iteration 117Q: 3 clusters Score -2.274309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -22743100.000000 Penalty: 5995.867676
	Iteration 118Q: 3 clusters Score -2.27431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 174395 members 
Entering Unmasked Estep 
Score: -22743096.000000 Penalty: 5995.867676
	Iteration 119Q: 3 clusters Score -2.27431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -22743108.000000 Penalty: 5995.867676
	Iteration 120F: 3 clusters Score -2.274311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 174402 members 
Entering Unmasked Estep 
Score: -22743110.000000 Penalty: 5995.867676
	Iteration 121Q: 3 clusters Score -2.274311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -22743104.000000 Penalty: 5995.867676
	Iteration 122Q: 3 clusters Score -2.27431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -22743116.000000 Penalty: 5995.867676
	Iteration 123Q: 3 clusters Score -2.274312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -22743118.000000 Penalty: 5995.867676
	Iteration 124Q: 3 clusters Score -2.274312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 174415 members 
Entering Unmasked Estep 
Score: -22743116.000000 Penalty: 5995.867676
	Iteration 125Q: 3 clusters Score -2.274312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -22743112.000000 Penalty: 5995.867676
	Iteration 126Q: 3 clusters Score -2.274311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 174420 members 
Entering Unmasked Estep 
Score: -22743122.000000 Penalty: 5995.867676
	Iteration 127Q: 3 clusters Score -2.274312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 174422 members 
Entering Unmasked Estep 
Score: -22743126.000000 Penalty: 5995.867676
	Iteration 128Q: 3 clusters Score -2.274313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -22743118.000000 Penalty: 5995.867676
	Iteration 129Q: 3 clusters Score -2.274312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -22743120.000000 Penalty: 5995.867676
	Iteration 130Q: 3 clusters Score -2.274312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -22743126.000000 Penalty: 5995.867676
	Iteration 131Q: 3 clusters Score -2.274313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 174438 members 
Entering Unmasked Estep 
Score: -22743104.000000 Penalty: 5995.867676
	Iteration 132Q: 3 clusters Score -2.27431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -22743104.000000 Penalty: 5995.867676
	Iteration 133Q: 3 clusters Score -2.27431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 174447 members 
Entering Unmasked Estep 
Score: -22743102.000000 Penalty: 5995.867676
	Iteration 134Q: 3 clusters Score -2.27431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -22743114.000000 Penalty: 5995.867676
	Iteration 135Q: 3 clusters Score -2.274311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -22743106.000000 Penalty: 5995.867676
	Iteration 136Q: 3 clusters Score -2.274311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -22743108.000000 Penalty: 5995.867676
	Iteration 137Q: 3 clusters Score -2.274311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 174487 members 
Entering Unmasked Estep 
Score: -22743118.000000 Penalty: 5995.867676
	Iteration 138Q: 3 clusters Score -2.274312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -22743100.000000 Penalty: 5995.867676
	Iteration 139Q: 3 clusters Score -2.27431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 174500 members 
Entering Unmasked Estep 
Score: -22743112.000000 Penalty: 5995.867676
	Iteration 140F: 3 clusters Score -2.274311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -22743132.000000 Penalty: 5995.867676
	Iteration 141Q: 3 clusters Score -2.274313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -22743124.000000 Penalty: 5995.867676
	Iteration 142Q: 3 clusters Score -2.274312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -22743120.000000 Penalty: 5995.867676
	Iteration 143Q: 3 clusters Score -2.274312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -22743134.000000 Penalty: 5995.867676
	Iteration 144Q: 3 clusters Score -2.274313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 174538 members 
Entering Unmasked Estep 
Score: -22743130.000000 Penalty: 5995.867676
	Iteration 145Q: 3 clusters Score -2.274313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 174545 members 
Entering Unmasked Estep 
Score: -22743126.000000 Penalty: 5995.867676
	Iteration 146Q: 3 clusters Score -2.274313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -22743110.000000 Penalty: 5995.867676
	Iteration 147Q: 3 clusters Score -2.274311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 174551 members 
Entering Unmasked Estep 
Score: -22743130.000000 Penalty: 5995.867676
	Iteration 148Q: 3 clusters Score -2.274313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 174552 members 
Entering Unmasked Estep 
Score: -22743128.000000 Penalty: 5995.867676
	Iteration 149Q: 3 clusters Score -2.274313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 174552 members 
Entering Unmasked Estep 
Score: -22743128.000000 Penalty: 5995.867676
	Iteration 150F: 3 clusters Score -2.274313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176543 members 
Entering Unmasked Estep 
Score: -22700074.000000 Penalty: 2996.167236
	Iteration 0F: 2 clusters Score -2.270007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -22584298.000000 Penalty: 5992.334473
	Iteration 0F: 3 clusters Score -2.25843e+07 nChanged 84667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -22634226.000000 Penalty: 5992.334473
	Iteration 1F: 3 clusters Score -2.263423e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -22636424.000000 Penalty: 5992.334473
	Iteration 2Q: 3 clusters Score -2.263642e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -22640066.000000 Penalty: 5992.334473
	Iteration 3Q: 3 clusters Score -2.264007e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -22645230.000000 Penalty: 5992.334473
	Iteration 4F: 3 clusters Score -2.264523e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 113278 members 
Entering Unmasked Estep 
Score: -22652932.000000 Penalty: 5992.334473
	Iteration 5F: 3 clusters Score -2.265293e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -22662480.000000 Penalty: 5992.334473
	Iteration 6F: 3 clusters Score -2.266248e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -22671446.000000 Penalty: 5992.334473
	Iteration 7F: 3 clusters Score -2.267145e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
Score: -22678026.000000 Penalty: 5992.334473
	Iteration 8F: 3 clusters Score -2.267803e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 136632 members 
Entering Unmasked Estep 
Score: -22682278.000000 Penalty: 5992.334473
	Iteration 9Q: 3 clusters Score -2.268228e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -22684884.000000 Penalty: 5992.334473
	Iteration 10Q: 3 clusters Score -2.268488e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 142137 members 
Entering Unmasked Estep 
Score: -22686908.000000 Penalty: 5992.334473
	Iteration 11Q: 3 clusters Score -2.268691e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -22688178.000000 Penalty: 5992.334473
	Iteration 12Q: 3 clusters Score -2.268818e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -22689322.000000 Penalty: 5992.334473
	Iteration 13Q: 3 clusters Score -2.268932e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -22690128.000000 Penalty: 5992.334473
	Iteration 14Q: 3 clusters Score -2.269013e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 148742 members 
Entering Unmasked Estep 
Score: -22690610.000000 Penalty: 5992.334473
	Iteration 15Q: 3 clusters Score -2.269061e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 149801 members 
Entering Unmasked Estep 
Score: -22691040.000000 Penalty: 5992.334473
	Iteration 16Q: 3 clusters Score -2.269104e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 150769 members 
Entering Unmasked Estep 
Score: -22691440.000000 Penalty: 5992.334473
	Iteration 17Q: 3 clusters Score -2.269144e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -22691576.000000 Penalty: 5992.334473
	Iteration 18Q: 3 clusters Score -2.269158e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -22691804.000000 Penalty: 5992.334473
	Iteration 19Q: 3 clusters Score -2.26918e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -22691976.000000 Penalty: 5992.334473
	Iteration 20F: 3 clusters Score -2.269198e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 154165 members 
Entering Unmasked Estep 
Score: -22692234.000000 Penalty: 5992.334473
	Iteration 21Q: 3 clusters Score -2.269223e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -22692370.000000 Penalty: 5992.334473
	Iteration 22Q: 3 clusters Score -2.269237e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -22692494.000000 Penalty: 5992.334473
	Iteration 23Q: 3 clusters Score -2.269249e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 156547 members 
Entering Unmasked Estep 
Score: -22692674.000000 Penalty: 5992.334473
	Iteration 24Q: 3 clusters Score -2.269267e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 157345 members 
Entering Unmasked Estep 
Score: -22692824.000000 Penalty: 5992.334473
	Iteration 25Q: 3 clusters Score -2.269282e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 158140 members 
Entering Unmasked Estep 
Score: -22693052.000000 Penalty: 5992.334473
	Iteration 26Q: 3 clusters Score -2.269305e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -22693136.000000 Penalty: 5992.334473
	Iteration 27Q: 3 clusters Score -2.269314e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -22693298.000000 Penalty: 5992.334473
	Iteration 28Q: 3 clusters Score -2.26933e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -22693522.000000 Penalty: 5992.334473
	Iteration 29Q: 3 clusters Score -2.269352e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 161278 members 
Entering Unmasked Estep 
Score: -22693672.000000 Penalty: 5992.334473
	Iteration 30Q: 3 clusters Score -2.269367e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 162070 members 
Entering Unmasked Estep 
Score: -22693766.000000 Penalty: 5992.334473
	Iteration 31Q: 3 clusters Score -2.269377e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -22693988.000000 Penalty: 5992.334473
	Iteration 32Q: 3 clusters Score -2.269399e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 163621 members 
Entering Unmasked Estep 
Score: -22694172.000000 Penalty: 5992.334473
	Iteration 33Q: 3 clusters Score -2.269417e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -22694492.000000 Penalty: 5992.334473
	Iteration 34Q: 3 clusters Score -2.269449e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 165171 members 
Entering Unmasked Estep 
Score: -22694722.000000 Penalty: 5992.334473
	Iteration 35Q: 3 clusters Score -2.269472e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -22694890.000000 Penalty: 5992.334473
	Iteration 36Q: 3 clusters Score -2.269489e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 166618 members 
Entering Unmasked Estep 
Score: -22695132.000000 Penalty: 5992.334473
	Iteration 37Q: 3 clusters Score -2.269513e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -22695408.000000 Penalty: 5992.334473
	Iteration 38Q: 3 clusters Score -2.269541e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -22695596.000000 Penalty: 5992.334473
	Iteration 39Q: 3 clusters Score -2.26956e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 168714 members 
Entering Unmasked Estep 
Score: -22695828.000000 Penalty: 5992.334473
	Iteration 40F: 3 clusters Score -2.269583e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -22696160.000000 Penalty: 5992.334473
	Iteration 41Q: 3 clusters Score -2.269616e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -22696324.000000 Penalty: 5992.334473
	Iteration 42Q: 3 clusters Score -2.269632e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 170401 members 
Entering Unmasked Estep 
Score: -22696502.000000 Penalty: 5992.334473
	Iteration 43Q: 3 clusters Score -2.26965e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -22696614.000000 Penalty: 5992.334473
	Iteration 44Q: 3 clusters Score -2.269661e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 171315 members 
Entering Unmasked Estep 
Score: -22696678.000000 Penalty: 5992.334473
	Iteration 45Q: 3 clusters Score -2.269668e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 171704 members 
Entering Unmasked Estep 
Score: -22696732.000000 Penalty: 5992.334473
	Iteration 46Q: 3 clusters Score -2.269673e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -22696824.000000 Penalty: 5992.334473
	Iteration 47Q: 3 clusters Score -2.269682e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -22696804.000000 Penalty: 5992.334473
	Iteration 48Q: 3 clusters Score -2.26968e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -22696894.000000 Penalty: 5992.334473
	Iteration 49Q: 3 clusters Score -2.269689e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -22696936.000000 Penalty: 5992.334473
	Iteration 50Q: 3 clusters Score -2.269694e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -22696996.000000 Penalty: 5992.334473
	Iteration 51Q: 3 clusters Score -2.2697e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 173233 members 
Entering Unmasked Estep 
Score: -22697038.000000 Penalty: 5992.334473
	Iteration 52Q: 3 clusters Score -2.269704e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 173411 members 
Entering Unmasked Estep 
Score: -22697056.000000 Penalty: 5992.334473
	Iteration 53Q: 3 clusters Score -2.269706e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 173567 members 
Entering Unmasked Estep 
Score: -22697122.000000 Penalty: 5992.334473
	Iteration 54Q: 3 clusters Score -2.269712e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -22697158.000000 Penalty: 5992.334473
	Iteration 55Q: 3 clusters Score -2.269716e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 173834 members 
Entering Unmasked Estep 
Score: -22697180.000000 Penalty: 5992.334473
	Iteration 56Q: 3 clusters Score -2.269718e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 173981 members 
Entering Unmasked Estep 
Score: -22697216.000000 Penalty: 5992.334473
	Iteration 57Q: 3 clusters Score -2.269722e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 174090 members 
Entering Unmasked Estep 
Score: -22697240.000000 Penalty: 5992.334473
	Iteration 58Q: 3 clusters Score -2.269724e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 174205 members 
Entering Unmasked Estep 
Score: -22697310.000000 Penalty: 5992.334473
	Iteration 59Q: 3 clusters Score -2.269731e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 174306 members 
Entering Unmasked Estep 
Score: -22697390.000000 Penalty: 5992.334473
	Iteration 60F: 3 clusters Score -2.269739e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -22697422.000000 Penalty: 5992.334473
	Iteration 61Q: 3 clusters Score -2.269742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -22697400.000000 Penalty: 5992.334473
	Iteration 62Q: 3 clusters Score -2.26974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 174529 members 
Entering Unmasked Estep 
Score: -22697430.000000 Penalty: 5992.334473
	Iteration 63Q: 3 clusters Score -2.269743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -22697434.000000 Penalty: 5992.334473
	Iteration 64Q: 3 clusters Score -2.269743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 174635 members 
Entering Unmasked Estep 
Score: -22697464.000000 Penalty: 5992.334473
	Iteration 65Q: 3 clusters Score -2.269746e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -22697464.000000 Penalty: 5992.334473
	Iteration 66Q: 3 clusters Score -2.269746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 174706 members 
Entering Unmasked Estep 
Score: -22697454.000000 Penalty: 5992.334473
	Iteration 67Q: 3 clusters Score -2.269745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -22697458.000000 Penalty: 5992.334473
	Iteration 68Q: 3 clusters Score -2.269746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 174753 members 
Entering Unmasked Estep 
Score: -22697454.000000 Penalty: 5992.334473
	Iteration 69Q: 3 clusters Score -2.269745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 174767 members 
Entering Unmasked Estep 
Score: -22697452.000000 Penalty: 5992.334473
	Iteration 70Q: 3 clusters Score -2.269745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -22697446.000000 Penalty: 5992.334473
	Iteration 71Q: 3 clusters Score -2.269745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -22697446.000000 Penalty: 5992.334473
	Iteration 72Q: 3 clusters Score -2.269745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -22697454.000000 Penalty: 5992.334473
	Iteration 73Q: 3 clusters Score -2.269745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 174807 members 
Entering Unmasked Estep 
Score: -22697470.000000 Penalty: 5992.334473
	Iteration 74Q: 3 clusters Score -2.269747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -22697452.000000 Penalty: 5992.334473
	Iteration 75Q: 3 clusters Score -2.269745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 174833 members 
Entering Unmasked Estep 
Score: -22697464.000000 Penalty: 5992.334473
	Iteration 76Q: 3 clusters Score -2.269746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 174844 members 
Entering Unmasked Estep 
Score: -22697460.000000 Penalty: 5992.334473
	Iteration 77Q: 3 clusters Score -2.269746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -22697456.000000 Penalty: 5992.334473
	Iteration 78Q: 3 clusters Score -2.269746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 174874 members 
Entering Unmasked Estep 
Score: -22697466.000000 Penalty: 5992.334473
	Iteration 79Q: 3 clusters Score -2.269747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -22697466.000000 Penalty: 5992.334473
	Iteration 80F: 3 clusters Score -2.269747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -22697472.000000 Penalty: 5992.334473
	Iteration 81Q: 3 clusters Score -2.269747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 174933 members 
Entering Unmasked Estep 
Score: -22697502.000000 Penalty: 5992.334473
	Iteration 82Q: 3 clusters Score -2.26975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -22697488.000000 Penalty: 5992.334473
	Iteration 83Q: 3 clusters Score -2.269749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -22697474.000000 Penalty: 5992.334473
	Iteration 84Q: 3 clusters Score -2.269747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 174991 members 
Entering Unmasked Estep 
Score: -22697458.000000 Penalty: 5992.334473
	Iteration 85Q: 3 clusters Score -2.269746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 175014 members 
Entering Unmasked Estep 
Score: -22697466.000000 Penalty: 5992.334473
	Iteration 86Q: 3 clusters Score -2.269747e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 175038 members 
Entering Unmasked Estep 
Score: -22697498.000000 Penalty: 5992.334473
	Iteration 87Q: 3 clusters Score -2.26975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 175049 members 
Entering Unmasked Estep 
Score: -22697516.000000 Penalty: 5992.334473
	Iteration 88Q: 3 clusters Score -2.269752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -22697534.000000 Penalty: 5992.334473
	Iteration 89Q: 3 clusters Score -2.269753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 175071 members 
Entering Unmasked Estep 
Score: -22697534.000000 Penalty: 5992.334473
	Iteration 90Q: 3 clusters Score -2.269753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -22697544.000000 Penalty: 5992.334473
	Iteration 91Q: 3 clusters Score -2.269754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -22697542.000000 Penalty: 5992.334473
	Iteration 92Q: 3 clusters Score -2.269754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -22697540.000000 Penalty: 5992.334473
	Iteration 93Q: 3 clusters Score -2.269754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 175113 members 
Entering Unmasked Estep 
Score: -22697554.000000 Penalty: 5992.334473
	Iteration 94Q: 3 clusters Score -2.269755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 175121 members 
Entering Unmasked Estep 
Score: -22697564.000000 Penalty: 5992.334473
	Iteration 95Q: 3 clusters Score -2.269756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -22697576.000000 Penalty: 5992.334473
	Iteration 96Q: 3 clusters Score -2.269758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -22697564.000000 Penalty: 5992.334473
	Iteration 97Q: 3 clusters Score -2.269756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 175137 members 
Entering Unmasked Estep 
Score: -22697578.000000 Penalty: 5992.334473
	Iteration 98Q: 3 clusters Score -2.269758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -22697578.000000 Penalty: 5992.334473
	Iteration 99Q: 3 clusters Score -2.269758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -22697572.000000 Penalty: 5992.334473
	Iteration 100F: 3 clusters Score -2.269757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -22697568.000000 Penalty: 5992.334473
	Iteration 101Q: 3 clusters Score -2.269757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 175137 members 
Entering Unmasked Estep 
Score: -22697582.000000 Penalty: 5992.334473
	Iteration 102Q: 3 clusters Score -2.269758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -22697582.000000 Penalty: 5992.334473
	Iteration 103Q: 3 clusters Score -2.269758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22697588.000000 Penalty: 5992.334473
	Iteration 104Q: 3 clusters Score -2.269759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -22697572.000000 Penalty: 5992.334473
	Iteration 105Q: 3 clusters Score -2.269757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 175143 members 
Entering Unmasked Estep 
Score: -22697564.000000 Penalty: 5992.334473
	Iteration 106Q: 3 clusters Score -2.269756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 175143 members 
Entering Unmasked Estep 
Score: -22697580.000000 Penalty: 5992.334473
	Iteration 107Q: 3 clusters Score -2.269758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 175144 members 
Entering Unmasked Estep 
Score: -22697584.000000 Penalty: 5992.334473
	Iteration 108Q: 3 clusters Score -2.269758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -22697594.000000 Penalty: 5992.334473
	Iteration 109Q: 3 clusters Score -2.269759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -22697594.000000 Penalty: 5992.334473
	Iteration 110Q: 3 clusters Score -2.269759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 175158 members 
Entering Unmasked Estep 
Score: -22697606.000000 Penalty: 5992.334473
	Iteration 111Q: 3 clusters Score -2.269761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 175161 members 
Entering Unmasked Estep 
Score: -22697604.000000 Penalty: 5992.334473
	Iteration 112Q: 3 clusters Score -2.26976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 175164 members 
Entering Unmasked Estep 
Score: -22697610.000000 Penalty: 5992.334473
	Iteration 113Q: 3 clusters Score -2.269761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 175164 members 
Entering Unmasked Estep 
Score: -22697610.000000 Penalty: 5992.334473
	Iteration 114F: 3 clusters Score -2.269761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Entering Unmasked Estep 
Score: -9995782.000000 Penalty: 2799.890625
	Iteration 0F: 2 clusters Score -9995782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9942293.000000 Penalty: 5599.781250
	Iteration 0F: 3 clusters Score -9942293 nChanged 37639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -9963365.000000 Penalty: 5599.781250
	Iteration 1F: 3 clusters Score -9963365 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -9963997.000000 Penalty: 5599.781250
	Iteration 2Q: 3 clusters Score -9963997 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -9964586.000000 Penalty: 5599.781250
	Iteration 3Q: 3 clusters Score -9964586 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -9965318.000000 Penalty: 5599.781250
	Iteration 4Q: 3 clusters Score -9965318 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -9966250.000000 Penalty: 5599.781250
	Iteration 5Q: 3 clusters Score -9966250 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9967684.000000 Penalty: 5599.781250
	Iteration 6Q: 3 clusters Score -9967684 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -9969934.000000 Penalty: 5599.781250
	Iteration 7F: 3 clusters Score -9969934 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -9973511.000000 Penalty: 5599.781250
	Iteration 8F: 3 clusters Score -9973511 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -9978533.000000 Penalty: 5599.781250
	Iteration 9F: 3 clusters Score -9978533 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -9984310.000000 Penalty: 5599.781250
	Iteration 10F: 3 clusters Score -9984310 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -9988882.000000 Penalty: 5599.781250
	Iteration 11F: 3 clusters Score -9988882 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -9991648.000000 Penalty: 5599.781250
	Iteration 12Q: 3 clusters Score -9991648 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -9992747.000000 Penalty: 5599.781250
	Iteration 13Q: 3 clusters Score -9992747 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -9993105.000000 Penalty: 5599.781250
	Iteration 14Q: 3 clusters Score -9993105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -9993248.000000 Penalty: 5599.781250
	Iteration 15Q: 3 clusters Score -9993248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -9993279.000000 Penalty: 5599.781250
	Iteration 16Q: 3 clusters Score -9993279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -9993320.000000 Penalty: 5599.781250
	Iteration 17Q: 3 clusters Score -9993320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -9993331.000000 Penalty: 5599.781250
	Iteration 18Q: 3 clusters Score -9993331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -9993348.000000 Penalty: 5599.781250
	Iteration 19Q: 3 clusters Score -9993348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9993362.000000 Penalty: 5599.781250
	Iteration 20F: 3 clusters Score -9993362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -9993366.000000 Penalty: 5599.781250
	Iteration 21Q: 3 clusters Score -9993366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -9993377.000000 Penalty: 5599.781250
	Iteration 22Q: 3 clusters Score -9993377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -9993377.000000 Penalty: 5599.781250
	Iteration 23F: 3 clusters Score -9993377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211216 members 
Entering Unmasked Estep 
Score: -27174022.000000 Penalty: 3040.637695
	Iteration 0F: 2 clusters Score -2.717402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -27039822.000000 Penalty: 6081.275391
	Iteration 0F: 3 clusters Score -2.703982e+07 nChanged 101611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -27099136.000000 Penalty: 6081.275391
	Iteration 1F: 3 clusters Score -2.709914e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 120078 members 
Entering Unmasked Estep 
Score: -27101190.000000 Penalty: 6081.275391
	Iteration 2Q: 3 clusters Score -2.710119e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -27104362.000000 Penalty: 6081.275391
	Iteration 3Q: 3 clusters Score -2.710436e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70626 members 
Mstep: Class 2 contains 140590 members 
Entering Unmasked Estep 
Score: -27111166.000000 Penalty: 6081.275391
	Iteration 4F: 3 clusters Score -2.711117e+07 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 157817 members 
Entering Unmasked Estep 
Score: -27124018.000000 Penalty: 6081.275391
	Iteration 5F: 3 clusters Score -2.712402e+07 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 178568 members 
Entering Unmasked Estep 
Score: -27143462.000000 Penalty: 6081.275391
	Iteration 6F: 3 clusters Score -2.714346e+07 nChanged 18733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 197301 members 
Entering Unmasked Estep 
Score: -27160882.000000 Penalty: 6081.275391
	Iteration 7F: 3 clusters Score -2.716088e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 207473 members 
Entering Unmasked Estep 
Score: -27168590.000000 Penalty: 6081.275391
	Iteration 8Q: 3 clusters Score -2.716859e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 210381 members 
Entering Unmasked Estep 
Score: -27170642.000000 Penalty: 6081.275391
	Iteration 9Q: 3 clusters Score -2.717064e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210940 members 
Entering Unmasked Estep 
Score: -27171066.000000 Penalty: 6081.275391
	Iteration 10Q: 3 clusters Score -2.717107e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 211031 members 
Entering Unmasked Estep 
Score: -27171180.000000 Penalty: 6081.275391
	Iteration 11Q: 3 clusters Score -2.717118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211051 members 
Entering Unmasked Estep 
Score: -27171222.000000 Penalty: 6081.275391
	Iteration 12Q: 3 clusters Score -2.717122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211056 members 
Entering Unmasked Estep 
Score: -27171238.000000 Penalty: 6081.275391
	Iteration 13Q: 3 clusters Score -2.717124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211061 members 
Entering Unmasked Estep 
Score: -27171260.000000 Penalty: 6081.275391
	Iteration 14Q: 3 clusters Score -2.717126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211061 members 
Entering Unmasked Estep 
Score: -27171270.000000 Penalty: 6081.275391
	Iteration 15Q: 3 clusters Score -2.717127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 211062 members 
Entering Unmasked Estep 
Score: -27171274.000000 Penalty: 6081.275391
	Iteration 16Q: 3 clusters Score -2.717127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211061 members 
Entering Unmasked Estep 
Score: -27171262.000000 Penalty: 6081.275391
	Iteration 17Q: 3 clusters Score -2.717126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211061 members 
Entering Unmasked Estep 
Score: -27171262.000000 Penalty: 6081.275391
	Iteration 18F: 3 clusters Score -2.717126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Entering Unmasked Estep 
Score: -6861810.000000 Penalty: 2699.309082
	Iteration 0F: 2 clusters Score -6861810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -6825801.500000 Penalty: 5398.618164
	Iteration 0F: 3 clusters Score -6825802 nChanged 24607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -6839482.000000 Penalty: 5398.618164
	Iteration 1F: 3 clusters Score -6839482 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6839938.500000 Penalty: 5398.618164
	Iteration 2Q: 3 clusters Score -6839938 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -6840412.000000 Penalty: 5398.618164
	Iteration 3Q: 3 clusters Score -6840412 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -6840924.500000 Penalty: 5398.618164
	Iteration 4Q: 3 clusters Score -6840924 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6841551.500000 Penalty: 5398.618164
	Iteration 5Q: 3 clusters Score -6841552 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -6842374.500000 Penalty: 5398.618164
	Iteration 6Q: 3 clusters Score -6842374 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -6843438.000000 Penalty: 5398.618164
	Iteration 7Q: 3 clusters Score -6843438 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -6845148.000000 Penalty: 5398.618164
	Iteration 8F: 3 clusters Score -6845148 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -6847676.500000 Penalty: 5398.618164
	Iteration 9F: 3 clusters Score -6847676 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6850979.000000 Penalty: 5398.618164
	Iteration 10F: 3 clusters Score -6850979 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -6854262.000000 Penalty: 5398.618164
	Iteration 11F: 3 clusters Score -6854262 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6856822.500000 Penalty: 5398.618164
	Iteration 12F: 3 clusters Score -6856822 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6858325.500000 Penalty: 5398.618164
	Iteration 13Q: 3 clusters Score -6858326 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6858971.500000 Penalty: 5398.618164
	Iteration 14Q: 3 clusters Score -6858972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6859220.500000 Penalty: 5398.618164
	Iteration 15Q: 3 clusters Score -6859220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6859311.000000 Penalty: 5398.618164
	Iteration 16Q: 3 clusters Score -6859311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6859352.000000 Penalty: 5398.618164
	Iteration 17Q: 3 clusters Score -6859352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6859386.000000 Penalty: 5398.618164
	Iteration 18Q: 3 clusters Score -6859386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6859395.500000 Penalty: 5398.618164
	Iteration 19Q: 3 clusters Score -6859396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6859401.500000 Penalty: 5398.618164
	Iteration 20F: 3 clusters Score -6859402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6859411.500000 Penalty: 5398.618164
	Iteration 21Q: 3 clusters Score -6859412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6859409.000000 Penalty: 5398.618164
	Iteration 22Q: 3 clusters Score -6859409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6859411.500000 Penalty: 5398.618164
	Iteration 23Q: 3 clusters Score -6859412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6859414.500000 Penalty: 5398.618164
	Iteration 24Q: 3 clusters Score -6859414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6859424.500000 Penalty: 5398.618164
	Iteration 25Q: 3 clusters Score -6859424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6859424.500000 Penalty: 5398.618164
	Iteration 26Q: 3 clusters Score -6859424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6859425.500000 Penalty: 5398.618164
	Iteration 27Q: 3 clusters Score -6859426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6859425.500000 Penalty: 5398.618164
	Iteration 28F: 3 clusters Score -6859426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Entering Unmasked Estep 
Score: -8139313.000000 Penalty: 2739.930908
	Iteration 0F: 2 clusters Score -8139313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -8097096.000000 Penalty: 5479.861816
	Iteration 0F: 3 clusters Score -8097096 nChanged 29335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8113318.500000 Penalty: 5479.861816
	Iteration 1F: 3 clusters Score -8113318 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -8113836.000000 Penalty: 5479.861816
	Iteration 2Q: 3 clusters Score -8113836 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -8114468.000000 Penalty: 5479.861816
	Iteration 3Q: 3 clusters Score -8114468 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -8115240.000000 Penalty: 5479.861816
	Iteration 4Q: 3 clusters Score -8115240 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -8116182.000000 Penalty: 5479.861816
	Iteration 5Q: 3 clusters Score -8116182 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8117466.500000 Penalty: 5479.861816
	Iteration 6Q: 3 clusters Score -8117466 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8119335.500000 Penalty: 5479.861816
	Iteration 7F: 3 clusters Score -8119336 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8122032.500000 Penalty: 5479.861816
	Iteration 8F: 3 clusters Score -8122032 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -8125525.000000 Penalty: 5479.861816
	Iteration 9F: 3 clusters Score -8125525 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -8129392.500000 Penalty: 5479.861816
	Iteration 10F: 3 clusters Score -8129392 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -8132305.000000 Penalty: 5479.861816
	Iteration 11F: 3 clusters Score -8132305 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8133512.000000 Penalty: 5479.861816
	Iteration 12Q: 3 clusters Score -8133512 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -8133914.500000 Penalty: 5479.861816
	Iteration 13Q: 3 clusters Score -8133914 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -8134200.000000 Penalty: 5479.861816
	Iteration 14Q: 3 clusters Score -8134200 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -8134502.000000 Penalty: 5479.861816
	Iteration 15Q: 3 clusters Score -8134502 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -8134753.500000 Penalty: 5479.861816
	Iteration 16Q: 3 clusters Score -8134754 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -8135000.000000 Penalty: 5479.861816
	Iteration 17Q: 3 clusters Score -8135000 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -8135221.000000 Penalty: 5479.861816
	Iteration 18Q: 3 clusters Score -8135221 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -8135405.500000 Penalty: 5479.861816
	Iteration 19Q: 3 clusters Score -8135406 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -8135552.000000 Penalty: 5479.861816
	Iteration 20F: 3 clusters Score -8135552 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -8135703.000000 Penalty: 5479.861816
	Iteration 21Q: 3 clusters Score -8135703 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8135844.500000 Penalty: 5479.861816
	Iteration 22Q: 3 clusters Score -8135844 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8136003.500000 Penalty: 5479.861816
	Iteration 23Q: 3 clusters Score -8136004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8136141.500000 Penalty: 5479.861816
	Iteration 24Q: 3 clusters Score -8136142 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8136282.000000 Penalty: 5479.861816
	Iteration 25Q: 3 clusters Score -8136282 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8136409.500000 Penalty: 5479.861816
	Iteration 26Q: 3 clusters Score -8136410 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -8136505.000000 Penalty: 5479.861816
	Iteration 27Q: 3 clusters Score -8136505 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8136554.500000 Penalty: 5479.861816
	Iteration 28Q: 3 clusters Score -8136554 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -8136609.000000 Penalty: 5479.861816
	Iteration 29Q: 3 clusters Score -8136609 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -8136692.000000 Penalty: 5479.861816
	Iteration 30Q: 3 clusters Score -8136692 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8136766.500000 Penalty: 5479.861816
	Iteration 31Q: 3 clusters Score -8136766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8136831.000000 Penalty: 5479.861816
	Iteration 32Q: 3 clusters Score -8136831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8136850.000000 Penalty: 5479.861816
	Iteration 33Q: 3 clusters Score -8136850 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8136917.000000 Penalty: 5479.861816
	Iteration 34Q: 3 clusters Score -8136917 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8136922.500000 Penalty: 5479.861816
	Iteration 35Q: 3 clusters Score -8136922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8136954.000000 Penalty: 5479.861816
	Iteration 36Q: 3 clusters Score -8136954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8136964.000000 Penalty: 5479.861816
	Iteration 37Q: 3 clusters Score -8136964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8136991.000000 Penalty: 5479.861816
	Iteration 38Q: 3 clusters Score -8136991 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8137000.500000 Penalty: 5479.861816
	Iteration 39Q: 3 clusters Score -8137000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8136999.500000 Penalty: 5479.861816
	Iteration 40F: 3 clusters Score -8137000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8137019.500000 Penalty: 5479.861816
	Iteration 41Q: 3 clusters Score -8137020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8137022.000000 Penalty: 5479.861816
	Iteration 42Q: 3 clusters Score -8137022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8137042.000000 Penalty: 5479.861816
	Iteration 43Q: 3 clusters Score -8137042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8137048.000000 Penalty: 5479.861816
	Iteration 44Q: 3 clusters Score -8137048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8137074.500000 Penalty: 5479.861816
	Iteration 45Q: 3 clusters Score -8137074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8137082.000000 Penalty: 5479.861816
	Iteration 46Q: 3 clusters Score -8137082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8137093.000000 Penalty: 5479.861816
	Iteration 47Q: 3 clusters Score -8137093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8137100.000000 Penalty: 5479.861816
	Iteration 48Q: 3 clusters Score -8137100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8137109.500000 Penalty: 5479.861816
	Iteration 49Q: 3 clusters Score -8137110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8137106.500000 Penalty: 5479.861816
	Iteration 50Q: 3 clusters Score -8137106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8137113.500000 Penalty: 5479.861816
	Iteration 51Q: 3 clusters Score -8137114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8137114.000000 Penalty: 5479.861816
	Iteration 52Q: 3 clusters Score -8137114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8137130.000000 Penalty: 5479.861816
	Iteration 53Q: 3 clusters Score -8137130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8137129.500000 Penalty: 5479.861816
	Iteration 54Q: 3 clusters Score -8137130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8137140.500000 Penalty: 5479.861816
	Iteration 55Q: 3 clusters Score -8137140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8137141.000000 Penalty: 5479.861816
	Iteration 56Q: 3 clusters Score -8137141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8137150.000000 Penalty: 5479.861816
	Iteration 57Q: 3 clusters Score -8137150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8137167.000000 Penalty: 5479.861816
	Iteration 58Q: 3 clusters Score -8137167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8137171.500000 Penalty: 5479.861816
	Iteration 59Q: 3 clusters Score -8137172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8137191.500000 Penalty: 5479.861816
	Iteration 60F: 3 clusters Score -8137192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8137189.500000 Penalty: 5479.861816
	Iteration 61Q: 3 clusters Score -8137190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8137189.500000 Penalty: 5479.861816
	Iteration 62Q: 3 clusters Score -8137190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8137203.000000 Penalty: 5479.861816
	Iteration 63Q: 3 clusters Score -8137203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8137209.000000 Penalty: 5479.861816
	Iteration 64Q: 3 clusters Score -8137209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8137196.500000 Penalty: 5479.861816
	Iteration 65Q: 3 clusters Score -8137196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8137205.000000 Penalty: 5479.861816
	Iteration 66Q: 3 clusters Score -8137205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8137216.000000 Penalty: 5479.861816
	Iteration 67Q: 3 clusters Score -8137216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8137211.500000 Penalty: 5479.861816
	Iteration 68Q: 3 clusters Score -8137212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8137213.500000 Penalty: 5479.861816
	Iteration 69Q: 3 clusters Score -8137214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8137215.500000 Penalty: 5479.861816
	Iteration 70Q: 3 clusters Score -8137216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8137226.500000 Penalty: 5479.861816
	Iteration 71Q: 3 clusters Score -8137226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8137232.500000 Penalty: 5479.861816
	Iteration 72Q: 3 clusters Score -8137232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8137237.500000 Penalty: 5479.861816
	Iteration 73Q: 3 clusters Score -8137238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8137228.500000 Penalty: 5479.861816
	Iteration 74Q: 3 clusters Score -8137228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8137225.000000 Penalty: 5479.861816
	Iteration 75Q: 3 clusters Score -8137225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8137213.000000 Penalty: 5479.861816
	Iteration 76Q: 3 clusters Score -8137213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8137218.000000 Penalty: 5479.861816
	Iteration 77Q: 3 clusters Score -8137218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8137217.500000 Penalty: 5479.861816
	Iteration 78Q: 3 clusters Score -8137218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8137217.500000 Penalty: 5479.861816
	Iteration 79Q: 3 clusters Score -8137218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8137227.500000 Penalty: 5479.861816
	Iteration 80F: 3 clusters Score -8137228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8137226.500000 Penalty: 5479.861816
	Iteration 81Q: 3 clusters Score -8137226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8137227.000000 Penalty: 5479.861816
	Iteration 82Q: 3 clusters Score -8137227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8137226.000000 Penalty: 5479.861816
	Iteration 83Q: 3 clusters Score -8137226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8137230.500000 Penalty: 5479.861816
	Iteration 84Q: 3 clusters Score -8137230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8137237.000000 Penalty: 5479.861816
	Iteration 85Q: 3 clusters Score -8137237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8137238.000000 Penalty: 5479.861816
	Iteration 86Q: 3 clusters Score -8137238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8137242.500000 Penalty: 5479.861816
	Iteration 87Q: 3 clusters Score -8137242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8137249.000000 Penalty: 5479.861816
	Iteration 88Q: 3 clusters Score -8137249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8137252.500000 Penalty: 5479.861816
	Iteration 89Q: 3 clusters Score -8137252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8137256.000000 Penalty: 5479.861816
	Iteration 90Q: 3 clusters Score -8137256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8137258.000000 Penalty: 5479.861816
	Iteration 91Q: 3 clusters Score -8137258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8137261.500000 Penalty: 5479.861816
	Iteration 92Q: 3 clusters Score -8137262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8137273.500000 Penalty: 5479.861816
	Iteration 93Q: 3 clusters Score -8137274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8137279.500000 Penalty: 5479.861816
	Iteration 94Q: 3 clusters Score -8137280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8137277.500000 Penalty: 5479.861816
	Iteration 95Q: 3 clusters Score -8137278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8137277.500000 Penalty: 5479.861816
	Iteration 96Q: 3 clusters Score -8137278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8137277.500000 Penalty: 5479.861816
	Iteration 97F: 3 clusters Score -8137278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Entering Unmasked Estep 
Score: -956905.125000 Penalty: 2222.800293
	Iteration 0F: 2 clusters Score -956905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -950647.250000 Penalty: 4445.600586
	Iteration 0F: 3 clusters Score -950647.2 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -952503.250000 Penalty: 4445.600586
	Iteration 1F: 3 clusters Score -952503.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -953032.000000 Penalty: 4445.600586
	Iteration 2F: 3 clusters Score -953032 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -953532.875000 Penalty: 4445.600586
	Iteration 3F: 3 clusters Score -953532.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -953981.187500 Penalty: 4445.600586
	Iteration 4F: 3 clusters Score -953981.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -954354.000000 Penalty: 4445.600586
	Iteration 5F: 3 clusters Score -954354 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -954653.750000 Penalty: 4445.600586
	Iteration 6F: 3 clusters Score -954653.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -954887.125000 Penalty: 4445.600586
	Iteration 7Q: 3 clusters Score -954887.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -955062.312500 Penalty: 4445.600586
	Iteration 8Q: 3 clusters Score -955062.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -955194.500000 Penalty: 4445.600586
	Iteration 9Q: 3 clusters Score -955194.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -955283.062500 Penalty: 4445.600586
	Iteration 10Q: 3 clusters Score -955283.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -955345.625000 Penalty: 4445.600586
	Iteration 11Q: 3 clusters Score -955345.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -955393.437500 Penalty: 4445.600586
	Iteration 12Q: 3 clusters Score -955393.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -955430.375000 Penalty: 4445.600586
	Iteration 13Q: 3 clusters Score -955430.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -955456.437500 Penalty: 4445.600586
	Iteration 14Q: 3 clusters Score -955456.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -955482.125000 Penalty: 4445.600586
	Iteration 15Q: 3 clusters Score -955482.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -955496.000000 Penalty: 4445.600586
	Iteration 16Q: 3 clusters Score -955496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -955514.000000 Penalty: 4445.600586
	Iteration 17Q: 3 clusters Score -955514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -955524.375000 Penalty: 4445.600586
	Iteration 18Q: 3 clusters Score -955524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -955531.562500 Penalty: 4445.600586
	Iteration 19Q: 3 clusters Score -955531.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -955540.437500 Penalty: 4445.600586
	Iteration 20F: 3 clusters Score -955540.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -955556.562500 Penalty: 4445.600586
	Iteration 21Q: 3 clusters Score -955556.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -955576.375000 Penalty: 4445.600586
	Iteration 22Q: 3 clusters Score -955576.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -955588.625000 Penalty: 4445.600586
	Iteration 23Q: 3 clusters Score -955588.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -955598.187500 Penalty: 4445.600586
	Iteration 24Q: 3 clusters Score -955598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -955608.875000 Penalty: 4445.600586
	Iteration 25Q: 3 clusters Score -955608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -955612.187500 Penalty: 4445.600586
	Iteration 26Q: 3 clusters Score -955612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -955616.375000 Penalty: 4445.600586
	Iteration 27Q: 3 clusters Score -955616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -955618.562500 Penalty: 4445.600586
	Iteration 28Q: 3 clusters Score -955618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -955620.187500 Penalty: 4445.600586
	Iteration 29Q: 3 clusters Score -955620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -955620.000000 Penalty: 4445.600586
	Iteration 30Q: 3 clusters Score -955620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -955621.312500 Penalty: 4445.600586
	Iteration 31Q: 3 clusters Score -955621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -955621.937500 Penalty: 4445.600586
	Iteration 32Q: 3 clusters Score -955621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -955622.250000 Penalty: 4445.600586
	Iteration 33Q: 3 clusters Score -955622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -955623.687500 Penalty: 4445.600586
	Iteration 34Q: 3 clusters Score -955623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -955623.687500 Penalty: 4445.600586
	Iteration 35F: 3 clusters Score -955623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 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 286 members 
Entering Unmasked Estep 
Score: -56692.175781 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56692.18 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57005.468750 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -57005.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57170.058594 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57170.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57304.277344 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -57304.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57351.542969 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57351.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57367.292969 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57367.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57377.250000 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57377.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57380.023438 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57380.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57383.332031 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57383.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57385.976562 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57385.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57392.875000 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57392.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57396.371094 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -57396.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57399.863281 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -57399.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57399.863281 Penalty: 3135.992188
	Iteration 13F: 3 clusters Score -57399.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45040.210938 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45040.21 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45324.675781 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45324.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45613.667969 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45613.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45739.304688 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -45739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45800.382812 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45800.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45880.957031 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45880.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45916.835938 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45916.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45928.457031 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45928.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -45931.214844 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45931.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45932.992188 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45932.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -45932.992188 Penalty: 3027.977295
	Iteration 10F: 3 clusters Score -45932.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19353.185547 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19353.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19410.531250 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19410.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 145641 members 
Mstep: Class 3 contains 202082 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7638 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177805 members 
Mstep: Class 12 contains 176543 members 
Mstep: Class 13 contains 80008 members 
Mstep: Class 14 contains 211216 members 
Mstep: Class 15 contains 53333 members 
Mstep: Class 16 contains 62825 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 239Q: 21 clusters Score -1.496874e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 145632 members 
Mstep: Class 3 contains 202105 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177795 members 
Mstep: Class 12 contains 176532 members 
Mstep: Class 13 contains 79989 members 
Mstep: Class 14 contains 211245 members 
Mstep: Class 15 contains 53335 members 
Mstep: Class 16 contains 62822 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687248.000000 Penalty: 69388.398438
Iteration 240F: 21 clusters Score -1.496872e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 145598 members 
Mstep: Class 3 contains 202129 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177838 members 
Mstep: Class 12 contains 176509 members 
Mstep: Class 13 contains 79967 members 
Mstep: Class 14 contains 211261 members 
Mstep: Class 15 contains 53331 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 241Q: 21 clusters Score -1.496874e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 145567 members 
Mstep: Class 3 contains 202145 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1839 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177851 members 
Mstep: Class 12 contains 176495 members 
Mstep: Class 13 contains 79936 members 
Mstep: Class 14 contains 211298 members 
Mstep: Class 15 contains 53337 members 
Mstep: Class 16 contains 62815 members 
Mstep: Class 17 contains 7797 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687168.000000 Penalty: 69388.398438
Iteration 242Q: 21 clusters Score -1.496872e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 145534 members 
Mstep: Class 3 contains 202147 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177859 members 
Mstep: Class 12 contains 176490 members 
Mstep: Class 13 contains 79906 members 
Mstep: Class 14 contains 211351 members 
Mstep: Class 15 contains 53341 members 
Mstep: Class 16 contains 62817 members 
Mstep: Class 17 contains 7794 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687232.000000 Penalty: 69388.398438
Iteration 243Q: 21 clusters Score -1.496872e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 145514 members 
Mstep: Class 3 contains 202160 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177860 members 
Mstep: Class 12 contains 176482 members 
Mstep: Class 13 contains 79872 members 
Mstep: Class 14 contains 211382 members 
Mstep: Class 15 contains 53346 members 
Mstep: Class 16 contains 62832 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687152.000000 Penalty: 69388.398438
Iteration 244Q: 21 clusters Score -1.496872e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 145473 members 
Mstep: Class 3 contains 202197 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177868 members 
Mstep: Class 12 contains 176488 members 
Mstep: Class 13 contains 79852 members 
Mstep: Class 14 contains 211382 members 
Mstep: Class 15 contains 53351 members 
Mstep: Class 16 contains 62843 members 
Mstep: Class 17 contains 7773 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686976.000000 Penalty: 69388.398438
Iteration 245Q: 21 clusters Score -1.49687e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 145447 members 
Mstep: Class 3 contains 202218 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177881 members 
Mstep: Class 12 contains 176485 members 
Mstep: Class 13 contains 79830 members 
Mstep: Class 14 contains 211396 members 
Mstep: Class 15 contains 53357 members 
Mstep: Class 16 contains 62848 members 
Mstep: Class 17 contains 7760 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686992.000000 Penalty: 69388.398438
Iteration 246Q: 21 clusters Score -1.49687e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 145419 members 
Mstep: Class 3 contains 202248 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177908 members 
Mstep: Class 12 contains 176482 members 
Mstep: Class 13 contains 79802 members 
Mstep: Class 14 contains 211401 members 
Mstep: Class 15 contains 53365 members 
Mstep: Class 16 contains 62852 members 
Mstep: Class 17 contains 7749 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687168.000000 Penalty: 69388.398438
Iteration 247Q: 21 clusters Score -1.496872e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 145396 members 
Mstep: Class 3 contains 202286 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177939 members 
Mstep: Class 12 contains 176464 members 
Mstep: Class 13 contains 79771 members 
Mstep: Class 14 contains 211399 members 
Mstep: Class 15 contains 53371 members 
Mstep: Class 16 contains 62854 members 
Mstep: Class 17 contains 7742 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 248Q: 21 clusters Score -1.496874e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 145351 members 
Mstep: Class 3 contains 202318 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177974 members 
Mstep: Class 12 contains 176461 members 
Mstep: Class 13 contains 79754 members 
Mstep: Class 14 contains 211388 members 
Mstep: Class 15 contains 53381 members 
Mstep: Class 16 contains 62860 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 249Q: 21 clusters Score -1.496873e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 145320 members 
Mstep: Class 3 contains 202361 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 177986 members 
Mstep: Class 12 contains 176449 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 211373 members 
Mstep: Class 15 contains 53390 members 
Mstep: Class 16 contains 62870 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687216.000000 Penalty: 69388.398438
Iteration 250Q: 21 clusters Score -1.496872e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 145291 members 
Mstep: Class 3 contains 202384 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178003 members 
Mstep: Class 12 contains 176435 members 
Mstep: Class 13 contains 79725 members 
Mstep: Class 14 contains 211352 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 62879 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 251Q: 21 clusters Score -1.496874e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 145248 members 
Mstep: Class 3 contains 202416 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178015 members 
Mstep: Class 12 contains 176423 members 
Mstep: Class 13 contains 79707 members 
Mstep: Class 14 contains 211356 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 62881 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 252Q: 21 clusters Score -1.496874e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 145205 members 
Mstep: Class 3 contains 202439 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178013 members 
Mstep: Class 12 contains 176429 members 
Mstep: Class 13 contains 79692 members 
Mstep: Class 14 contains 211364 members 
Mstep: Class 15 contains 53425 members 
Mstep: Class 16 contains 62883 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 253Q: 21 clusters Score -1.496874e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 145172 members 
Mstep: Class 3 contains 202482 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178015 members 
Mstep: Class 12 contains 176434 members 
Mstep: Class 13 contains 79667 members 
Mstep: Class 14 contains 211352 members 
Mstep: Class 15 contains 53436 members 
Mstep: Class 16 contains 62884 members 
Mstep: Class 17 contains 7732 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 254Q: 21 clusters Score -1.496874e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 145145 members 
Mstep: Class 3 contains 202514 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178017 members 
Mstep: Class 12 contains 176454 members 
Mstep: Class 13 contains 79646 members 
Mstep: Class 14 contains 211336 members 
Mstep: Class 15 contains 53435 members 
Mstep: Class 16 contains 62887 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 255Q: 21 clusters Score -1.496874e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 145115 members 
Mstep: Class 3 contains 202526 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7645 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1845 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178025 members 
Mstep: Class 12 contains 176477 members 
Mstep: Class 13 contains 79633 members 
Mstep: Class 14 contains 211334 members 
Mstep: Class 15 contains 53435 members 
Mstep: Class 16 contains 62884 members 
Mstep: Class 17 contains 7727 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 256Q: 21 clusters Score -1.496873e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 145089 members 
Mstep: Class 3 contains 202528 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1846 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178047 members 
Mstep: Class 12 contains 176483 members 
Mstep: Class 13 contains 79634 members 
Mstep: Class 14 contains 211314 members 
Mstep: Class 15 contains 53443 members 
Mstep: Class 16 contains 62891 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687296.000000 Penalty: 69388.398438
Iteration 257Q: 21 clusters Score -1.496873e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 145062 members 
Mstep: Class 3 contains 202516 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7645 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178065 members 
Mstep: Class 12 contains 176492 members 
Mstep: Class 13 contains 79630 members 
Mstep: Class 14 contains 211315 members 
Mstep: Class 15 contains 53449 members 
Mstep: Class 16 contains 62896 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687552.000000 Penalty: 69388.398438
Iteration 258Q: 21 clusters Score -1.496876e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 145031 members 
Mstep: Class 3 contains 202519 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7644 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178086 members 
Mstep: Class 12 contains 176497 members 
Mstep: Class 13 contains 79635 members 
Mstep: Class 14 contains 211310 members 
Mstep: Class 15 contains 53445 members 
Mstep: Class 16 contains 62905 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687488.000000 Penalty: 69388.398438
Iteration 259Q: 21 clusters Score -1.496875e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 145010 members 
Mstep: Class 3 contains 202519 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178122 members 
Mstep: Class 12 contains 176502 members 
Mstep: Class 13 contains 79629 members 
Mstep: Class 14 contains 211299 members 
Mstep: Class 15 contains 53446 members 
Mstep: Class 16 contains 62904 members 
Mstep: Class 17 contains 7703 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687408.000000 Penalty: 69388.398438
Iteration 260F: 21 clusters Score -1.496874e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 144962 members 
Mstep: Class 3 contains 202544 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178168 members 
Mstep: Class 12 contains 176523 members 
Mstep: Class 13 contains 79614 members 
Mstep: Class 14 contains 211273 members 
Mstep: Class 15 contains 53447 members 
Mstep: Class 16 contains 62904 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 261Q: 21 clusters Score -1.496874e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 144921 members 
Mstep: Class 3 contains 202559 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178211 members 
Mstep: Class 12 contains 176552 members 
Mstep: Class 13 contains 79594 members 
Mstep: Class 14 contains 211249 members 
Mstep: Class 15 contains 53452 members 
Mstep: Class 16 contains 62908 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 262Q: 21 clusters Score -1.496875e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 144881 members 
Mstep: Class 3 contains 202548 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178241 members 
Mstep: Class 12 contains 176577 members 
Mstep: Class 13 contains 79583 members 
Mstep: Class 14 contains 211244 members 
Mstep: Class 15 contains 53462 members 
Mstep: Class 16 contains 62915 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687472.000000 Penalty: 69388.398438
Iteration 263Q: 21 clusters Score -1.496875e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 144856 members 
Mstep: Class 3 contains 202539 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178278 members 
Mstep: Class 12 contains 176588 members 
Mstep: Class 13 contains 79568 members 
Mstep: Class 14 contains 211247 members 
Mstep: Class 15 contains 53464 members 
Mstep: Class 16 contains 62918 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 264Q: 21 clusters Score -1.496874e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 144829 members 
Mstep: Class 3 contains 202542 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1849 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178293 members 
Mstep: Class 12 contains 176610 members 
Mstep: Class 13 contains 79553 members 
Mstep: Class 14 contains 211242 members 
Mstep: Class 15 contains 53466 members 
Mstep: Class 16 contains 62913 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687520.000000 Penalty: 69388.398438
Iteration 265Q: 21 clusters Score -1.496875e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 144820 members 
Mstep: Class 3 contains 202516 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1850 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178318 members 
Mstep: Class 12 contains 176620 members 
Mstep: Class 13 contains 79527 members 
Mstep: Class 14 contains 211269 members 
Mstep: Class 15 contains 53465 members 
Mstep: Class 16 contains 62911 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 266Q: 21 clusters Score -1.496875e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 144811 members 
Mstep: Class 3 contains 202512 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178361 members 
Mstep: Class 12 contains 176620 members 
Mstep: Class 13 contains 79511 members 
Mstep: Class 14 contains 211258 members 
Mstep: Class 15 contains 53466 members 
Mstep: Class 16 contains 62904 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687728.000000 Penalty: 69388.398438
Iteration 267Q: 21 clusters Score -1.496877e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 144781 members 
Mstep: Class 3 contains 202507 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1851 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178410 members 
Mstep: Class 12 contains 176618 members 
Mstep: Class 13 contains 79493 members 
Mstep: Class 14 contains 211270 members 
Mstep: Class 15 contains 53469 members 
Mstep: Class 16 contains 62894 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687552.000000 Penalty: 69388.398438
Iteration 268Q: 21 clusters Score -1.496876e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 144755 members 
Mstep: Class 3 contains 202487 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178471 members 
Mstep: Class 12 contains 176594 members 
Mstep: Class 13 contains 79480 members 
Mstep: Class 14 contains 211305 members 
Mstep: Class 15 contains 53471 members 
Mstep: Class 16 contains 62876 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687616.000000 Penalty: 69388.398438
Iteration 269Q: 21 clusters Score -1.496876e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 144733 members 
Mstep: Class 3 contains 202492 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178511 members 
Mstep: Class 12 contains 176576 members 
Mstep: Class 13 contains 79459 members 
Mstep: Class 14 contains 211325 members 
Mstep: Class 15 contains 53474 members 
Mstep: Class 16 contains 62870 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687664.000000 Penalty: 69388.398438
Iteration 270Q: 21 clusters Score -1.496877e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 144712 members 
Mstep: Class 3 contains 202481 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178514 members 
Mstep: Class 12 contains 176563 members 
Mstep: Class 13 contains 79444 members 
Mstep: Class 14 contains 211380 members 
Mstep: Class 15 contains 53480 members 
Mstep: Class 16 contains 62869 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687408.000000 Penalty: 69388.398438
Iteration 271Q: 21 clusters Score -1.496874e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 144685 members 
Mstep: Class 3 contains 202467 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1852 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178501 members 
Mstep: Class 12 contains 176559 members 
Mstep: Class 13 contains 79423 members 
Mstep: Class 14 contains 211457 members 
Mstep: Class 15 contains 53492 members 
Mstep: Class 16 contains 62863 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687600.000000 Penalty: 69388.398438
Iteration 272Q: 21 clusters Score -1.496876e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 144661 members 
Mstep: Class 3 contains 202435 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178497 members 
Mstep: Class 12 contains 176560 members 
Mstep: Class 13 contains 79411 members 
Mstep: Class 14 contains 211527 members 
Mstep: Class 15 contains 53499 members 
Mstep: Class 16 contains 62862 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687664.000000 Penalty: 69388.398438
Iteration 273Q: 21 clusters Score -1.496877e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 144639 members 
Mstep: Class 3 contains 202424 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178485 members 
Mstep: Class 12 contains 176570 members 
Mstep: Class 13 contains 79392 members 
Mstep: Class 14 contains 211569 members 
Mstep: Class 15 contains 53511 members 
Mstep: Class 16 contains 62869 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687664.000000 Penalty: 69388.398438
Iteration 274Q: 21 clusters Score -1.496877e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 144608 members 
Mstep: Class 3 contains 202409 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7634 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178502 members 
Mstep: Class 12 contains 176592 members 
Mstep: Class 13 contains 79377 members 
Mstep: Class 14 contains 211571 members 
Mstep: Class 15 contains 53523 members 
Mstep: Class 16 contains 62872 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 275Q: 21 clusters Score -1.496877e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 144577 members 
Mstep: Class 3 contains 202378 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7635 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178535 members 
Mstep: Class 12 contains 176606 members 
Mstep: Class 13 contains 79366 members 
Mstep: Class 14 contains 211600 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 62862 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 276Q: 21 clusters Score -1.496877e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 144574 members 
Mstep: Class 3 contains 202358 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7635 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178561 members 
Mstep: Class 12 contains 176615 members 
Mstep: Class 13 contains 79351 members 
Mstep: Class 14 contains 211606 members 
Mstep: Class 15 contains 53548 members 
Mstep: Class 16 contains 62849 members 
Mstep: Class 17 contains 7646 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 277Q: 21 clusters Score -1.496877e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 144565 members 
Mstep: Class 3 contains 202344 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178577 members 
Mstep: Class 12 contains 176613 members 
Mstep: Class 13 contains 79338 members 
Mstep: Class 14 contains 211621 members 
Mstep: Class 15 contains 53558 members 
Mstep: Class 16 contains 62846 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687648.000000 Penalty: 69388.398438
Iteration 278Q: 21 clusters Score -1.496876e+08 nChanged 424
Entering ConstructFrom: 
Score: -149687648.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Entering Unmasked Estep 
Score: -7193195.000000 Penalty: 2709.289062
	Iteration 0F: 2 clusters Score -7193195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -7155817.000000 Penalty: 5418.578125
	Iteration 0F: 3 clusters Score -7155817 nChanged 25692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -7169922.500000 Penalty: 5418.578125
	Iteration 1F: 3 clusters Score -7169922 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -7170463.500000 Penalty: 5418.578125
	Iteration 2Q: 3 clusters Score -7170464 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -7170985.500000 Penalty: 5418.578125
	Iteration 3Q: 3 clusters Score -7170986 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7171647.500000 Penalty: 5418.578125
	Iteration 4Q: 3 clusters Score -7171648 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -7172462.000000 Penalty: 5418.578125
	Iteration 5Q: 3 clusters Score -7172462 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -7173807.000000 Penalty: 5418.578125
	Iteration 6Q: 3 clusters Score -7173807 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7176087.000000 Penalty: 5418.578125
	Iteration 7F: 3 clusters Score -7176087 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -7179626.000000 Penalty: 5418.578125
	Iteration 8F: 3 clusters Score -7179626 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -7184016.000000 Penalty: 5418.578125
	Iteration 9F: 3 clusters Score -7184016 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -7187681.000000 Penalty: 5418.578125
	Iteration 10F: 3 clusters Score -7187681 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -7189700.000000 Penalty: 5418.578125
	Iteration 11Q: 3 clusters Score -7189700 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -7190416.500000 Penalty: 5418.578125
	Iteration 12Q: 3 clusters Score -7190416 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -7190649.000000 Penalty: 5418.578125
	Iteration 13Q: 3 clusters Score -7190649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -7190728.500000 Penalty: 5418.578125
	Iteration 14Q: 3 clusters Score -7190728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -7190788.000000 Penalty: 5418.578125
	Iteration 15Q: 3 clusters Score -7190788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -7190810.000000 Penalty: 5418.578125
	Iteration 16Q: 3 clusters Score -7190810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -7190823.000000 Penalty: 5418.578125
	Iteration 17Q: 3 clusters Score -7190823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -7190846.500000 Penalty: 5418.578125
	Iteration 18Q: 3 clusters Score -7190846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -7190851.000000 Penalty: 5418.578125
	Iteration 19Q: 3 clusters Score -7190851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -7190859.000000 Penalty: 5418.578125
	Iteration 20F: 3 clusters Score -7190859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -7190864.000000 Penalty: 5418.578125
	Iteration 21Q: 3 clusters Score -7190864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -7190863.500000 Penalty: 5418.578125
	Iteration 22Q: 3 clusters Score -7190864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -7190863.500000 Penalty: 5418.578125
	Iteration 23F: 3 clusters Score -7190864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (144566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144566 members 
Entering Unmasked Estep 
Score: -18522570.000000 Penalty: 2946.609863
	Iteration 0F: 2 clusters Score -1.852257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -18426236.000000 Penalty: 5893.219727
	Iteration 0F: 3 clusters Score -1.842624e+07 nChanged 69074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -18466560.000000 Penalty: 5893.219727
	Iteration 1F: 3 clusters Score -1.846656e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 76934 members 
Entering Unmasked Estep 
Score: -18467712.000000 Penalty: 5893.219727
	Iteration 2Q: 3 clusters Score -1.846771e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -18469122.000000 Penalty: 5893.219727
	Iteration 3Q: 3 clusters Score -1.846912e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -18471224.000000 Penalty: 5893.219727
	Iteration 4Q: 3 clusters Score -1.847122e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -18474536.000000 Penalty: 5893.219727
	Iteration 5Q: 3 clusters Score -1.847454e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -18479658.000000 Penalty: 5893.219727
	Iteration 6F: 3 clusters Score -1.847966e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 104452 members 
Entering Unmasked Estep 
Score: -18487098.000000 Penalty: 5893.219727
	Iteration 7F: 3 clusters Score -1.84871e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -18495524.000000 Penalty: 5893.219727
	Iteration 8F: 3 clusters Score -1.849552e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 123983 members 
Entering Unmasked Estep 
Score: -18503758.000000 Penalty: 5893.219727
	Iteration 9F: 3 clusters Score -1.850376e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -18509918.000000 Penalty: 5893.219727
	Iteration 10F: 3 clusters Score -1.850992e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -18514222.000000 Penalty: 5893.219727
	Iteration 11Q: 3 clusters Score -1.851422e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 139707 members 
Entering Unmasked Estep 
Score: -18516638.000000 Penalty: 5893.219727
	Iteration 12Q: 3 clusters Score -1.851664e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 141602 members 
Entering Unmasked Estep 
Score: -18518076.000000 Penalty: 5893.219727
	Iteration 13Q: 3 clusters Score -1.851808e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 142647 members 
Entering Unmasked Estep 
Score: -18518896.000000 Penalty: 5893.219727
	Iteration 14Q: 3 clusters Score -1.85189e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -18519320.000000 Penalty: 5893.219727
	Iteration 15Q: 3 clusters Score -1.851932e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -18519506.000000 Penalty: 5893.219727
	Iteration 16Q: 3 clusters Score -1.851951e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -18519634.000000 Penalty: 5893.219727
	Iteration 17Q: 3 clusters Score -1.851963e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 143792 members 
Entering Unmasked Estep 
Score: -18519784.000000 Penalty: 5893.219727
	Iteration 18Q: 3 clusters Score -1.851978e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 143870 members 
Entering Unmasked Estep 
Score: -18519866.000000 Penalty: 5893.219727
	Iteration 19Q: 3 clusters Score -1.851987e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 143916 members 
Entering Unmasked Estep 
Score: -18519924.000000 Penalty: 5893.219727
	Iteration 20F: 3 clusters Score -1.851992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 143946 members 
Entering Unmasked Estep 
Score: -18519938.000000 Penalty: 5893.219727
	Iteration 21Q: 3 clusters Score -1.851994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -18519966.000000 Penalty: 5893.219727
	Iteration 22Q: 3 clusters Score -1.851997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -18519960.000000 Penalty: 5893.219727
	Iteration 23Q: 3 clusters Score -1.851996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 144003 members 
Entering Unmasked Estep 
Score: -18519982.000000 Penalty: 5893.219727
	Iteration 24Q: 3 clusters Score -1.851998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -18519988.000000 Penalty: 5893.219727
	Iteration 25Q: 3 clusters Score -1.851999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -18519994.000000 Penalty: 5893.219727
	Iteration 26Q: 3 clusters Score -1.851999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -18519996.000000 Penalty: 5893.219727
	Iteration 27Q: 3 clusters Score -1.852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 144028 members 
Entering Unmasked Estep 
Score: -18520022.000000 Penalty: 5893.219727
	Iteration 28Q: 3 clusters Score -1.852002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 144032 members 
Entering Unmasked Estep 
Score: -18520018.000000 Penalty: 5893.219727
	Iteration 29Q: 3 clusters Score -1.852002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -18520024.000000 Penalty: 5893.219727
	Iteration 30Q: 3 clusters Score -1.852002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -18520024.000000 Penalty: 5893.219727
	Iteration 31F: 3 clusters Score -1.852002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202343 members 
Entering Unmasked Estep 
Score: -25863254.000000 Penalty: 3029.994629
	Iteration 0F: 2 clusters Score -2.586325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101465 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -25730856.000000 Penalty: 6059.989258
	Iteration 0F: 3 clusters Score -2.573086e+07 nChanged 97246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106643 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -25787790.000000 Penalty: 6059.989258
	Iteration 1F: 3 clusters Score -2.578779e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -25789100.000000 Penalty: 6059.989258
	Iteration 2Q: 3 clusters Score -2.57891e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115314 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -25791292.000000 Penalty: 6059.989258
	Iteration 3Q: 3 clusters Score -2.579129e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123269 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -25795268.000000 Penalty: 6059.989258
	Iteration 4Q: 3 clusters Score -2.579527e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -25802978.000000 Penalty: 6059.989258
	Iteration 5F: 3 clusters Score -2.580298e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150557 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -25816754.000000 Penalty: 6059.989258
	Iteration 6F: 3 clusters Score -2.581675e+07 nChanged 18132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -25834088.000000 Penalty: 6059.989258
	Iteration 7F: 3 clusters Score -2.583409e+07 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180875 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -25847990.000000 Penalty: 6059.989258
	Iteration 8F: 3 clusters Score -2.584799e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187892 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -25856892.000000 Penalty: 6059.989258
	Iteration 9Q: 3 clusters Score -2.585689e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190148 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -25861324.000000 Penalty: 6059.989258
	Iteration 10Q: 3 clusters Score -2.586132e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -25862772.000000 Penalty: 6059.989258
	Iteration 11Q: 3 clusters Score -2.586277e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190913 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -25863246.000000 Penalty: 6059.989258
	Iteration 12Q: 3 clusters Score -2.586325e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191134 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -25863364.000000 Penalty: 6059.989258
	Iteration 13Q: 3 clusters Score -2.586336e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191312 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -25863556.000000 Penalty: 6059.989258
	Iteration 14Q: 3 clusters Score -2.586356e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191512 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -25863550.000000 Penalty: 6059.989258
	Iteration 15Q: 3 clusters Score -2.586355e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191701 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -25863536.000000 Penalty: 6059.989258
	Iteration 16Q: 3 clusters Score -2.586354e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191890 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -25863566.000000 Penalty: 6059.989258
	Iteration 17Q: 3 clusters Score -2.586357e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192086 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -25863608.000000 Penalty: 6059.989258
	Iteration 18Q: 3 clusters Score -2.586361e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192240 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -25863592.000000 Penalty: 6059.989258
	Iteration 19Q: 3 clusters Score -2.586359e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192374 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -25863550.000000 Penalty: 6059.989258
	Iteration 20F: 3 clusters Score -2.586355e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192478 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -25863486.000000 Penalty: 6059.989258
	Iteration 21Q: 3 clusters Score -2.586349e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192565 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -25863532.000000 Penalty: 6059.989258
	Iteration 22Q: 3 clusters Score -2.586353e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192640 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -25863508.000000 Penalty: 6059.989258
	Iteration 23Q: 3 clusters Score -2.586351e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192708 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -25863504.000000 Penalty: 6059.989258
	Iteration 24Q: 3 clusters Score -2.58635e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -25863506.000000 Penalty: 6059.989258
	Iteration 25Q: 3 clusters Score -2.586351e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192825 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -25863468.000000 Penalty: 6059.989258
	Iteration 26Q: 3 clusters Score -2.586347e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -25863414.000000 Penalty: 6059.989258
	Iteration 27Q: 3 clusters Score -2.586341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192924 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -25863360.000000 Penalty: 6059.989258
	Iteration 28Q: 3 clusters Score -2.586336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192957 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -25863372.000000 Penalty: 6059.989258
	Iteration 29Q: 3 clusters Score -2.586337e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192984 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -25863330.000000 Penalty: 6059.989258
	Iteration 30Q: 3 clusters Score -2.586333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193006 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -25863346.000000 Penalty: 6059.989258
	Iteration 31Q: 3 clusters Score -2.586335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193026 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -25863340.000000 Penalty: 6059.989258
	Iteration 32Q: 3 clusters Score -2.586334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193047 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -25863364.000000 Penalty: 6059.989258
	Iteration 33Q: 3 clusters Score -2.586336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -25863398.000000 Penalty: 6059.989258
	Iteration 34Q: 3 clusters Score -2.58634e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193110 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -25863378.000000 Penalty: 6059.989258
	Iteration 35Q: 3 clusters Score -2.586338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193143 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -25863372.000000 Penalty: 6059.989258
	Iteration 36Q: 3 clusters Score -2.586337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -25863366.000000 Penalty: 6059.989258
	Iteration 37Q: 3 clusters Score -2.586337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193207 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -25863372.000000 Penalty: 6059.989258
	Iteration 38Q: 3 clusters Score -2.586337e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193247 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -25863366.000000 Penalty: 6059.989258
	Iteration 39Q: 3 clusters Score -2.586337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193292 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -25863386.000000 Penalty: 6059.989258
	Iteration 40F: 3 clusters Score -2.586339e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193326 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -25863358.000000 Penalty: 6059.989258
	Iteration 41Q: 3 clusters Score -2.586336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193355 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -25863310.000000 Penalty: 6059.989258
	Iteration 42Q: 3 clusters Score -2.586331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193385 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -25863324.000000 Penalty: 6059.989258
	Iteration 43Q: 3 clusters Score -2.586332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193421 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -25863268.000000 Penalty: 6059.989258
	Iteration 44Q: 3 clusters Score -2.586327e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193461 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -25863302.000000 Penalty: 6059.989258
	Iteration 45Q: 3 clusters Score -2.58633e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193509 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -25863288.000000 Penalty: 6059.989258
	Iteration 46Q: 3 clusters Score -2.586329e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193562 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -25863274.000000 Penalty: 6059.989258
	Iteration 47Q: 3 clusters Score -2.586327e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -25863284.000000 Penalty: 6059.989258
	Iteration 48Q: 3 clusters Score -2.586328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193652 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -25863264.000000 Penalty: 6059.989258
	Iteration 49Q: 3 clusters Score -2.586326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -25863268.000000 Penalty: 6059.989258
	Iteration 50Q: 3 clusters Score -2.586327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193713 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -25863248.000000 Penalty: 6059.989258
	Iteration 51Q: 3 clusters Score -2.586325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193744 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -25863264.000000 Penalty: 6059.989258
	Iteration 52Q: 3 clusters Score -2.586326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193769 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -25863236.000000 Penalty: 6059.989258
	Iteration 53Q: 3 clusters Score -2.586324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193789 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -25863234.000000 Penalty: 6059.989258
	Iteration 54Q: 3 clusters Score -2.586323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193810 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -25863238.000000 Penalty: 6059.989258
	Iteration 55Q: 3 clusters Score -2.586324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193832 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 56Q: 3 clusters Score -2.586325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193855 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 57Q: 3 clusters Score -2.586325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193881 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 58Q: 3 clusters Score -2.586325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193912 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -25863240.000000 Penalty: 6059.989258
	Iteration 59Q: 3 clusters Score -2.586324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193939 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -25863226.000000 Penalty: 6059.989258
	Iteration 60F: 3 clusters Score -2.586323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -25863244.000000 Penalty: 6059.989258
	Iteration 61Q: 3 clusters Score -2.586324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193978 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6059.989258
	Iteration 62Q: 3 clusters Score -2.586326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193995 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -25863264.000000 Penalty: 6059.989258
	Iteration 63Q: 3 clusters Score -2.586326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194006 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -25863288.000000 Penalty: 6059.989258
	Iteration 64Q: 3 clusters Score -2.586329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194021 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -25863290.000000 Penalty: 6059.989258
	Iteration 65Q: 3 clusters Score -2.586329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194032 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -25863276.000000 Penalty: 6059.989258
	Iteration 66Q: 3 clusters Score -2.586328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194038 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -25863264.000000 Penalty: 6059.989258
	Iteration 67Q: 3 clusters Score -2.586326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194047 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 68Q: 3 clusters Score -2.586325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194054 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6059.989258
	Iteration 69Q: 3 clusters Score -2.586326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194061 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -25863254.000000 Penalty: 6059.989258
	Iteration 70Q: 3 clusters Score -2.586325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194068 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -25863258.000000 Penalty: 6059.989258
	Iteration 71Q: 3 clusters Score -2.586326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194075 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6059.989258
	Iteration 72Q: 3 clusters Score -2.586326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -25863264.000000 Penalty: 6059.989258
	Iteration 73Q: 3 clusters Score -2.586326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194093 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -25863262.000000 Penalty: 6059.989258
	Iteration 74Q: 3 clusters Score -2.586326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194103 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 75Q: 3 clusters Score -2.586325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194115 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 76Q: 3 clusters Score -2.586325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194124 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -25863246.000000 Penalty: 6059.989258
	Iteration 77Q: 3 clusters Score -2.586325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194126 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6059.989258
	Iteration 78Q: 3 clusters Score -2.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194128 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6059.989258
	Iteration 79Q: 3 clusters Score -2.586325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194132 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -25863250.000000 Penalty: 6059.989258
	Iteration 80F: 3 clusters Score -2.586325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194134 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -25863250.000000 Penalty: 6059.989258
	Iteration 81Q: 3 clusters Score -2.586325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -25863218.000000 Penalty: 6059.989258
	Iteration 82Q: 3 clusters Score -2.586322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194138 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -25863230.000000 Penalty: 6059.989258
	Iteration 83Q: 3 clusters Score -2.586323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194140 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -25863240.000000 Penalty: 6059.989258
	Iteration 84Q: 3 clusters Score -2.586324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194142 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -25863244.000000 Penalty: 6059.989258
	Iteration 85Q: 3 clusters Score -2.586324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194144 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -25863242.000000 Penalty: 6059.989258
	Iteration 86Q: 3 clusters Score -2.586324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194147 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -25863254.000000 Penalty: 6059.989258
	Iteration 87Q: 3 clusters Score -2.586325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194149 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -25863250.000000 Penalty: 6059.989258
	Iteration 88Q: 3 clusters Score -2.586325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -25863238.000000 Penalty: 6059.989258
	Iteration 89Q: 3 clusters Score -2.586324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194155 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -25863242.000000 Penalty: 6059.989258
	Iteration 90Q: 3 clusters Score -2.586324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194155 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -25863240.000000 Penalty: 6059.989258
	Iteration 91Q: 3 clusters Score -2.586324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194155 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -25863240.000000 Penalty: 6059.989258
	Iteration 92F: 3 clusters Score -2.586324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -554917.687500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -554917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -550755.250000 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -550755.2 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -551779.500000 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -551779.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -552014.875000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -552014.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -552163.187500 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -552163.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -552270.750000 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -552270.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -552353.187500 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -552353.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -552428.375000 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -552428.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -552515.750000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -552515.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -552623.125000 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -552623.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -552712.812500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -552712.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -552815.500000 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -552815.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -552925.500000 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -552925.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -553019.687500 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -553019.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -553121.250000 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -553121.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -553220.312500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -553220.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -553308.562500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -553308.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -553395.625000 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -553395.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -553478.375000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -553478.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -553527.562500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -553527.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -553572.125000 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -553572.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -553611.000000 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -553611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -553655.000000 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -553655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -553721.062500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -553721.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -553803.437500 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -553803.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -553939.250000 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -553939.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -554154.500000 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -554154.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -554369.187500 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -554369.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -554479.250000 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -554479.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -554525.687500 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -554525.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -554548.062500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -554548.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -554560.812500 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -554560.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -554568.750000 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -554568.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -554571.750000 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -554571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -554574.875000 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -554574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -554577.000000 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -554577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -554576.937500 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -554576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -554576.937500 Penalty: 4165.834473
	Iteration 36F: 3 clusters Score -554576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62904.578125 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62904.58 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63231.175781 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63231.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63345.535156 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63345.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63426.246094 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -63426.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63481.093750 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -63481.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63504.167969 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -63504.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63514.832031 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -63514.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63532.375000 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -63532.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63556.496094 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -63556.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63586.773438 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -63586.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63619.859375 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -63619.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63629.980469 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -63629.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63641.960938 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -63641.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63651.816406 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -63651.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63661.515625 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -63661.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63672.906250 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -63672.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63676.535156 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -63676.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63686.722656 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -63686.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63698.597656 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -63698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63704.761719 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -63704.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63712.003906 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -63712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63729.519531 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -63729.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63744.167969 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -63744.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63760.515625 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -63760.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63776.417969 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -63776.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63803.757812 Penalty: 3167.056396
	Iteration 25Q: 3 clusters Score -63803.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63826.011719 Penalty: 3167.056396
	Iteration 26Q: 3 clusters Score -63826.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63878.429688 Penalty: 3167.056396
	Iteration 27Q: 3 clusters Score -63878.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63915.789062 Penalty: 3167.056396
	Iteration 28Q: 3 clusters Score -63915.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63939.199219 Penalty: 3167.056396
	Iteration 29Q: 3 clusters Score -63939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63960.750000 Penalty: 3167.056396
	Iteration 30Q: 3 clusters Score -63960.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63968.187500 Penalty: 3167.056396
	Iteration 31Q: 3 clusters Score -63968.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63986.847656 Penalty: 3167.056396
	Iteration 32Q: 3 clusters Score -63986.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64019.738281 Penalty: 3167.056396
	Iteration 33Q: 3 clusters Score -64019.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64093.941406 Penalty: 3167.056396
	Iteration 34Q: 3 clusters Score -64093.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64239.375000 Penalty: 3167.056396
	Iteration 35Q: 3 clusters Score -64239.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -64277.324219 Penalty: 3167.056396
	Iteration 36Q: 3 clusters Score -64277.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64278.917969 Penalty: 3167.056396
	Iteration 37Q: 3 clusters Score -64278.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64280.175781 Penalty: 3167.056396
	Iteration 38F: 3 clusters Score -64280.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64283.171875 Penalty: 3167.056396
	Iteration 39Q: 3 clusters Score -64283.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64283.171875 Penalty: 3167.056396
	Iteration 40F: 3 clusters Score -64283.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -992574.437500 Penalty: 2217.405762
	Iteration 0F: 2 clusters Score -992574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -986363.312500 Penalty: 4434.811523
	Iteration 0F: 3 clusters Score -986363.3 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -987941.687500 Penalty: 4434.811523
	Iteration 1F: 3 clusters Score -987941.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -988178.250000 Penalty: 4434.811523
	Iteration 2F: 3 clusters Score -988178.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -988342.562500 Penalty: 4434.811523
	Iteration 3Q: 3 clusters Score -988342.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -988460.062500 Penalty: 4434.811523
	Iteration 4Q: 3 clusters Score -988460.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -988553.437500 Penalty: 4434.811523
	Iteration 5Q: 3 clusters Score -988553.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -988634.562500 Penalty: 4434.811523
	Iteration 6Q: 3 clusters Score -988634.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -988723.687500 Penalty: 4434.811523
	Iteration 7Q: 3 clusters Score -988723.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -988814.187500 Penalty: 4434.811523
	Iteration 8Q: 3 clusters Score -988814.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -988923.187500 Penalty: 4434.811523
	Iteration 9Q: 3 clusters Score -988923.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -989017.687500 Penalty: 4434.811523
	Iteration 10Q: 3 clusters Score -989017.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -989122.187500 Penalty: 4434.811523
	Iteration 11Q: 3 clusters Score -989122.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -989251.562500 Penalty: 4434.811523
	Iteration 12Q: 3 clusters Score -989251.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -989387.750000 Penalty: 4434.811523
	Iteration 13Q: 3 clusters Score -989387.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -989525.750000 Penalty: 4434.811523
	Iteration 14Q: 3 clusters Score -989525.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -989663.625000 Penalty: 4434.811523
	Iteration 15Q: 3 clusters Score -989663.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -989818.937500 Penalty: 4434.811523
	Iteration 16Q: 3 clusters Score -989818.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -989985.562500 Penalty: 4434.811523
	Iteration 17Q: 3 clusters Score -989985.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -990141.812500 Penalty: 4434.811523
	Iteration 18Q: 3 clusters Score -990141.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -990280.062500 Penalty: 4434.811523
	Iteration 19Q: 3 clusters Score -990280.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -990404.750000 Penalty: 4434.811523
	Iteration 20F: 3 clusters Score -990404.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -990492.062500 Penalty: 4434.811523
	Iteration 21Q: 3 clusters Score -990492.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -990557.500000 Penalty: 4434.811523
	Iteration 22Q: 3 clusters Score -990557.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -990613.937500 Penalty: 4434.811523
	Iteration 23Q: 3 clusters Score -990613.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -990655.375000 Penalty: 4434.811523
	Iteration 24Q: 3 clusters Score -990655.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -990675.187500 Penalty: 4434.811523
	Iteration 25Q: 3 clusters Score -990675.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -990690.125000 Penalty: 4434.811523
	Iteration 26Q: 3 clusters Score -990690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -990695.437500 Penalty: 4434.811523
	Iteration 27Q: 3 clusters Score -990695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -990695.750000 Penalty: 4434.811523
	Iteration 28Q: 3 clusters Score -990695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -990699.812500 Penalty: 4434.811523
	Iteration 29Q: 3 clusters Score -990699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -990703.500000 Penalty: 4434.811523
	Iteration 30Q: 3 clusters Score -990703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -990706.375000 Penalty: 4434.811523
	Iteration 31Q: 3 clusters Score -990706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -990705.750000 Penalty: 4434.811523
	Iteration 32Q: 3 clusters Score -990705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -990705.750000 Penalty: 4434.811523
	Iteration 33F: 3 clusters Score -990705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22049.746094 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22049.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22269.191406 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22269.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22362.859375 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -22362.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22430.097656 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22445.662109 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22445.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22506.978516 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22506.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22520.779297 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22520.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22530.630859 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22530.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22530.630859 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -22530.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -220796.515625 Penalty: 1866.492310
	Iteration 0F: 2 clusters Score -220796.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -218286.953125 Penalty: 3732.984619
	Iteration 0F: 3 clusters Score -218287 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218707.906250 Penalty: 3732.984619
	Iteration 1F: 3 clusters Score -218707.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -218824.703125 Penalty: 3732.984619
	Iteration 2F: 3 clusters Score -218824.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218904.718750 Penalty: 3732.984619
	Iteration 3Q: 3 clusters Score -218904.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218944.609375 Penalty: 3732.984619
	Iteration 4Q: 3 clusters Score -218944.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218969.968750 Penalty: 3732.984619
	Iteration 5Q: 3 clusters Score -218970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218986.046875 Penalty: 3732.984619
	Iteration 6Q: 3 clusters Score -218986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219001.125000 Penalty: 3732.984619
	Iteration 7Q: 3 clusters Score -219001.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -219010.359375 Penalty: 3732.984619
	Iteration 8Q: 3 clusters Score -219010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -219024.203125 Penalty: 3732.984619
	Iteration 9Q: 3 clusters Score -219024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219037.484375 Penalty: 3732.984619
	Iteration 10Q: 3 clusters Score -219037.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -219048.296875 Penalty: 3732.984619
	Iteration 11Q: 3 clusters Score -219048.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -219060.000000 Penalty: 3732.984619
	Iteration 12Q: 3 clusters Score -219060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219066.546875 Penalty: 3732.984619
	Iteration 13Q: 3 clusters Score -219066.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219076.187500 Penalty: 3732.984619
	Iteration 14Q: 3 clusters Score -219076.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219081.671875 Penalty: 3732.984619
	Iteration 15Q: 3 clusters Score -219081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219082.328125 Penalty: 3732.984619
	Iteration 16Q: 3 clusters Score -219082.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219084.484375 Penalty: 3732.984619
	Iteration 17Q: 3 clusters Score -219084.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219086.921875 Penalty: 3732.984619
	Iteration 18Q: 3 clusters Score -219086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219088.343750 Penalty: 3732.984619
	Iteration 19Q: 3 clusters Score -219088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219093.187500 Penalty: 3732.984619
	Iteration 20F: 3 clusters Score -219093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219094.937500 Penalty: 3732.984619
	Iteration 21Q: 3 clusters Score -219094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219094.937500 Penalty: 3732.984619
	Iteration 22F: 3 clusters Score -219094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56624.593750 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56624.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56811.644531 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -56811.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56950.855469 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -56950.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57237.320312 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -57237.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57361.457031 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -57361.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57417.066406 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -57417.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57442.648438 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -57442.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57469.292969 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -57469.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57505.820312 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -57505.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57537.246094 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -57537.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57562.074219 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -57562.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57587.117188 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -57587.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57600.484375 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -57600.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57625.011719 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -57625.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57641.910156 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -57641.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57651.433594 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -57651.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57657.265625 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -57657.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57657.265625 Penalty: 3116.930664
	Iteration 17F: 3 clusters Score -57657.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73302.898438 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73302.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73513.671875 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73513.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73607.867188 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73607.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73770.695312 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73770.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73901.312500 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73901.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74023.250000 Penalty: 3217.891357
	Iteration 5F: 3 clusters Score -74023.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74140.804688 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74140.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74252.656250 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74252.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74524.257812 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74524.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74595.796875 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74626.554688 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74626.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -74652.382812 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74652.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74683.406250 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74683.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74698.562500 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74698.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -74704.015625 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74704.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74706.718750 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -74706.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74711.734375 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -74711.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74713.671875 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -74713.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74713.671875 Penalty: 3217.891357
	Iteration 18F: 3 clusters Score -74713.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Entering Unmasked Estep 
Score: -22845476.000000 Penalty: 2999.031982
	Iteration 0F: 2 clusters Score -2.284548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -22727760.000000 Penalty: 5998.063965
	Iteration 0F: 3 clusters Score -2.272776e+07 nChanged 85903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 92659 members 
Entering Unmasked Estep 
Score: -22777270.000000 Penalty: 5998.063965
	Iteration 1F: 3 clusters Score -2.277727e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -22779054.000000 Penalty: 5998.063965
	Iteration 2Q: 3 clusters Score -2.277905e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -22781746.000000 Penalty: 5998.063965
	Iteration 3Q: 3 clusters Score -2.278175e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -22785780.000000 Penalty: 5998.063965
	Iteration 4Q: 3 clusters Score -2.278578e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -22791244.000000 Penalty: 5998.063965
	Iteration 5Q: 3 clusters Score -2.279124e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -22797308.000000 Penalty: 5998.063965
	Iteration 6F: 3 clusters Score -2.279731e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -22803826.000000 Penalty: 5998.063965
	Iteration 7F: 3 clusters Score -2.280383e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 123956 members 
Entering Unmasked Estep 
Score: -22810162.000000 Penalty: 5998.063965
	Iteration 8F: 3 clusters Score -2.281016e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 129703 members 
Entering Unmasked Estep 
Score: -22816148.000000 Penalty: 5998.063965
	Iteration 9F: 3 clusters Score -2.281615e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 134633 members 
Entering Unmasked Estep 
Score: -22821354.000000 Penalty: 5998.063965
	Iteration 10Q: 3 clusters Score -2.282135e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 138876 members 
Entering Unmasked Estep 
Score: -22825082.000000 Penalty: 5998.063965
	Iteration 11Q: 3 clusters Score -2.282508e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -22827728.000000 Penalty: 5998.063965
	Iteration 12Q: 3 clusters Score -2.282773e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -22829858.000000 Penalty: 5998.063965
	Iteration 13Q: 3 clusters Score -2.282986e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -22831398.000000 Penalty: 5998.063965
	Iteration 14Q: 3 clusters Score -2.28314e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 152821 members 
Entering Unmasked Estep 
Score: -22832874.000000 Penalty: 5998.063965
	Iteration 15Q: 3 clusters Score -2.283287e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 156063 members 
Entering Unmasked Estep 
Score: -22834210.000000 Penalty: 5998.063965
	Iteration 16Q: 3 clusters Score -2.283421e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -22835714.000000 Penalty: 5998.063965
	Iteration 17Q: 3 clusters Score -2.283571e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 162147 members 
Entering Unmasked Estep 
Score: -22837178.000000 Penalty: 5998.063965
	Iteration 18Q: 3 clusters Score -2.283718e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 164802 members 
Entering Unmasked Estep 
Score: -22838388.000000 Penalty: 5998.063965
	Iteration 19Q: 3 clusters Score -2.283839e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 167162 members 
Entering Unmasked Estep 
Score: -22839328.000000 Penalty: 5998.063965
	Iteration 20F: 3 clusters Score -2.283933e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 169147 members 
Entering Unmasked Estep 
Score: -22840286.000000 Penalty: 5998.063965
	Iteration 21Q: 3 clusters Score -2.284029e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -22840950.000000 Penalty: 5998.063965
	Iteration 22Q: 3 clusters Score -2.284095e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 172167 members 
Entering Unmasked Estep 
Score: -22841552.000000 Penalty: 5998.063965
	Iteration 23Q: 3 clusters Score -2.284155e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -22841916.000000 Penalty: 5998.063965
	Iteration 24Q: 3 clusters Score -2.284192e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 174059 members 
Entering Unmasked Estep 
Score: -22842264.000000 Penalty: 5998.063965
	Iteration 25Q: 3 clusters Score -2.284226e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -22842442.000000 Penalty: 5998.063965
	Iteration 26Q: 3 clusters Score -2.284244e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 175121 members 
Entering Unmasked Estep 
Score: -22842622.000000 Penalty: 5998.063965
	Iteration 27Q: 3 clusters Score -2.284262e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -22842730.000000 Penalty: 5998.063965
	Iteration 28Q: 3 clusters Score -2.284273e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 175756 members 
Entering Unmasked Estep 
Score: -22842812.000000 Penalty: 5998.063965
	Iteration 29Q: 3 clusters Score -2.284281e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 175939 members 
Entering Unmasked Estep 
Score: -22842892.000000 Penalty: 5998.063965
	Iteration 30Q: 3 clusters Score -2.284289e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 176078 members 
Entering Unmasked Estep 
Score: -22842914.000000 Penalty: 5998.063965
	Iteration 31Q: 3 clusters Score -2.284291e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 176197 members 
Entering Unmasked Estep 
Score: -22842948.000000 Penalty: 5998.063965
	Iteration 32Q: 3 clusters Score -2.284295e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 176292 members 
Entering Unmasked Estep 
Score: -22843034.000000 Penalty: 5998.063965
	Iteration 33Q: 3 clusters Score -2.284303e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 176373 members 
Entering Unmasked Estep 
Score: -22843034.000000 Penalty: 5998.063965
	Iteration 34Q: 3 clusters Score -2.284303e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 176457 members 
Entering Unmasked Estep 
Score: -22843032.000000 Penalty: 5998.063965
	Iteration 35Q: 3 clusters Score -2.284303e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -22843142.000000 Penalty: 5998.063965
	Iteration 36Q: 3 clusters Score -2.284314e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -22843168.000000 Penalty: 5998.063965
	Iteration 37Q: 3 clusters Score -2.284317e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 176661 members 
Entering Unmasked Estep 
Score: -22843204.000000 Penalty: 5998.063965
	Iteration 38Q: 3 clusters Score -2.28432e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -22843246.000000 Penalty: 5998.063965
	Iteration 39Q: 3 clusters Score -2.284325e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 176742 members 
Entering Unmasked Estep 
Score: -22843236.000000 Penalty: 5998.063965
	Iteration 40F: 3 clusters Score -2.284324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -22843212.000000 Penalty: 5998.063965
	Iteration 41Q: 3 clusters Score -2.284321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 176809 members 
Entering Unmasked Estep 
Score: -22843236.000000 Penalty: 5998.063965
	Iteration 42Q: 3 clusters Score -2.284324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 176836 members 
Entering Unmasked Estep 
Score: -22843270.000000 Penalty: 5998.063965
	Iteration 43Q: 3 clusters Score -2.284327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 176846 members 
Entering Unmasked Estep 
Score: -22843274.000000 Penalty: 5998.063965
	Iteration 44Q: 3 clusters Score -2.284327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -22843258.000000 Penalty: 5998.063965
	Iteration 45Q: 3 clusters Score -2.284326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -22843278.000000 Penalty: 5998.063965
	Iteration 46Q: 3 clusters Score -2.284328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -22843302.000000 Penalty: 5998.063965
	Iteration 47Q: 3 clusters Score -2.28433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -22843278.000000 Penalty: 5998.063965
	Iteration 48Q: 3 clusters Score -2.284328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -22843286.000000 Penalty: 5998.063965
	Iteration 49Q: 3 clusters Score -2.284329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 176892 members 
Entering Unmasked Estep 
Score: -22843278.000000 Penalty: 5998.063965
	Iteration 50Q: 3 clusters Score -2.284328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 176894 members 
Entering Unmasked Estep 
Score: -22843286.000000 Penalty: 5998.063965
	Iteration 51Q: 3 clusters Score -2.284329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 176902 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 5998.063965
	Iteration 52Q: 3 clusters Score -2.28433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 176908 members 
Entering Unmasked Estep 
Score: -22843282.000000 Penalty: 5998.063965
	Iteration 53Q: 3 clusters Score -2.284328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -22843280.000000 Penalty: 5998.063965
	Iteration 54Q: 3 clusters Score -2.284328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -22843272.000000 Penalty: 5998.063965
	Iteration 55Q: 3 clusters Score -2.284327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 176921 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 5998.063965
	Iteration 56Q: 3 clusters Score -2.284329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 176925 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 5998.063965
	Iteration 57Q: 3 clusters Score -2.284329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 176934 members 
Entering Unmasked Estep 
Score: -22843290.000000 Penalty: 5998.063965
	Iteration 58Q: 3 clusters Score -2.284329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 5998.063965
	Iteration 59Q: 3 clusters Score -2.28433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 176938 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 5998.063965
	Iteration 60F: 3 clusters Score -2.284329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 5998.063965
	Iteration 61Q: 3 clusters Score -2.28433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 5998.063965
	Iteration 62Q: 3 clusters Score -2.284329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 176949 members 
Entering Unmasked Estep 
Score: -22843270.000000 Penalty: 5998.063965
	Iteration 63Q: 3 clusters Score -2.284327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -22843284.000000 Penalty: 5998.063965
	Iteration 64Q: 3 clusters Score -2.284328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -22843288.000000 Penalty: 5998.063965
	Iteration 65Q: 3 clusters Score -2.284329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -22843286.000000 Penalty: 5998.063965
	Iteration 66Q: 3 clusters Score -2.284329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 176957 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 5998.063965
	Iteration 67Q: 3 clusters Score -2.284329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 5998.063965
	Iteration 68Q: 3 clusters Score -2.28433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -22843290.000000 Penalty: 5998.063965
	Iteration 69Q: 3 clusters Score -2.284329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 176961 members 
Entering Unmasked Estep 
Score: -22843296.000000 Penalty: 5998.063965
	Iteration 70Q: 3 clusters Score -2.28433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 176962 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 5998.063965
	Iteration 71Q: 3 clusters Score -2.284329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 176964 members 
Entering Unmasked Estep 
Score: -22843288.000000 Penalty: 5998.063965
	Iteration 72Q: 3 clusters Score -2.284329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 176968 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 5998.063965
	Iteration 73Q: 3 clusters Score -2.284329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 176970 members 
Entering Unmasked Estep 
Score: -22843290.000000 Penalty: 5998.063965
	Iteration 74Q: 3 clusters Score -2.284329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 176973 members 
Entering Unmasked Estep 
Score: -22843270.000000 Penalty: 5998.063965
	Iteration 75Q: 3 clusters Score -2.284327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -22843266.000000 Penalty: 5998.063965
	Iteration 76Q: 3 clusters Score -2.284327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 176973 members 
Entering Unmasked Estep 
Score: -22843264.000000 Penalty: 5998.063965
	Iteration 77Q: 3 clusters Score -2.284326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 176973 members 
Entering Unmasked Estep 
Score: -22843264.000000 Penalty: 5998.063965
	Iteration 78F: 3 clusters Score -2.284326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Entering Unmasked Estep 
Score: -22709200.000000 Penalty: 2996.275391
	Iteration 0F: 2 clusters Score -2.27092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -22593112.000000 Penalty: 5992.550781
	Iteration 0F: 3 clusters Score -2.259311e+07 nChanged 84624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -22643226.000000 Penalty: 5992.550781
	Iteration 1F: 3 clusters Score -2.264323e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -22645204.000000 Penalty: 5992.550781
	Iteration 2Q: 3 clusters Score -2.26452e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -22648310.000000 Penalty: 5992.550781
	Iteration 3Q: 3 clusters Score -2.264831e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -22653104.000000 Penalty: 5992.550781
	Iteration 4F: 3 clusters Score -2.26531e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
Score: -22661168.000000 Penalty: 5992.550781
	Iteration 5F: 3 clusters Score -2.266117e+07 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 141891 members 
Entering Unmasked Estep 
Score: -22673924.000000 Penalty: 5992.550781
	Iteration 6F: 3 clusters Score -2.267392e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -22688778.000000 Penalty: 5992.550781
	Iteration 7F: 3 clusters Score -2.268878e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 168034 members 
Entering Unmasked Estep 
Score: -22699804.000000 Penalty: 5992.550781
	Iteration 8F: 3 clusters Score -2.26998e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 173556 members 
Entering Unmasked Estep 
Score: -22704384.000000 Penalty: 5992.550781
	Iteration 9Q: 3 clusters Score -2.270438e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 175489 members 
Entering Unmasked Estep 
Score: -22705836.000000 Penalty: 5992.550781
	Iteration 10Q: 3 clusters Score -2.270584e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -22706296.000000 Penalty: 5992.550781
	Iteration 11Q: 3 clusters Score -2.27063e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 176226 members 
Entering Unmasked Estep 
Score: -22706484.000000 Penalty: 5992.550781
	Iteration 12Q: 3 clusters Score -2.270648e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -22706530.000000 Penalty: 5992.550781
	Iteration 13Q: 3 clusters Score -2.270653e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -22706580.000000 Penalty: 5992.550781
	Iteration 14Q: 3 clusters Score -2.270658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 176323 members 
Entering Unmasked Estep 
Score: -22706600.000000 Penalty: 5992.550781
	Iteration 15Q: 3 clusters Score -2.27066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -22706610.000000 Penalty: 5992.550781
	Iteration 16Q: 3 clusters Score -2.270661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 176335 members 
Entering Unmasked Estep 
Score: -22706610.000000 Penalty: 5992.550781
	Iteration 17Q: 3 clusters Score -2.270661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 176340 members 
Entering Unmasked Estep 
Score: -22706612.000000 Penalty: 5992.550781
	Iteration 18Q: 3 clusters Score -2.270661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 176343 members 
Entering Unmasked Estep 
Score: -22706608.000000 Penalty: 5992.550781
	Iteration 19Q: 3 clusters Score -2.270661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 176346 members 
Entering Unmasked Estep 
Score: -22706606.000000 Penalty: 5992.550781
	Iteration 20F: 3 clusters Score -2.270661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176344 members 
Entering Unmasked Estep 
Score: -22706608.000000 Penalty: 5992.550781
	Iteration 21Q: 3 clusters Score -2.270661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 176345 members 
Entering Unmasked Estep 
Score: -22706618.000000 Penalty: 5992.550781
	Iteration 22Q: 3 clusters Score -2.270662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -22706616.000000 Penalty: 5992.550781
	Iteration 23Q: 3 clusters Score -2.270662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 176349 members 
Entering Unmasked Estep 
Score: -22706618.000000 Penalty: 5992.550781
	Iteration 24Q: 3 clusters Score -2.270662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 176348 members 
Entering Unmasked Estep 
Score: -22706624.000000 Penalty: 5992.550781
	Iteration 25Q: 3 clusters Score -2.270662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 176348 members 
Entering Unmasked Estep 
Score: -22706636.000000 Penalty: 5992.550781
	Iteration 26Q: 3 clusters Score -2.270664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -22706642.000000 Penalty: 5992.550781
	Iteration 27Q: 3 clusters Score -2.270664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 176356 members 
Entering Unmasked Estep 
Score: -22706640.000000 Penalty: 5992.550781
	Iteration 28Q: 3 clusters Score -2.270664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -22706652.000000 Penalty: 5992.550781
	Iteration 29Q: 3 clusters Score -2.270665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 176358 members 
Entering Unmasked Estep 
Score: -22706652.000000 Penalty: 5992.550781
	Iteration 30Q: 3 clusters Score -2.270665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 176359 members 
Entering Unmasked Estep 
Score: -22706658.000000 Penalty: 5992.550781
	Iteration 31Q: 3 clusters Score -2.270666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 176359 members 
Entering Unmasked Estep 
Score: -22706658.000000 Penalty: 5992.550781
	Iteration 32F: 3 clusters Score -2.270666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Entering Unmasked Estep 
Score: -9907839.000000 Penalty: 2797.736328
	Iteration 0F: 2 clusters Score -9907839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -9855092.000000 Penalty: 5595.472656
	Iteration 0F: 3 clusters Score -9855092 nChanged 37156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -9875951.000000 Penalty: 5595.472656
	Iteration 1F: 3 clusters Score -9875951 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -9876782.000000 Penalty: 5595.472656
	Iteration 2Q: 3 clusters Score -9876782 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -9877740.000000 Penalty: 5595.472656
	Iteration 3Q: 3 clusters Score -9877740 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -9878726.000000 Penalty: 5595.472656
	Iteration 4Q: 3 clusters Score -9878726 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -9879883.000000 Penalty: 5595.472656
	Iteration 5Q: 3 clusters Score -9879883 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -9881297.000000 Penalty: 5595.472656
	Iteration 6Q: 3 clusters Score -9881297 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -9882948.000000 Penalty: 5595.472656
	Iteration 7Q: 3 clusters Score -9882948 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -9884810.000000 Penalty: 5595.472656
	Iteration 8Q: 3 clusters Score -9884810 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -9886911.000000 Penalty: 5595.472656
	Iteration 9Q: 3 clusters Score -9886911 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -9889124.000000 Penalty: 5595.472656
	Iteration 10Q: 3 clusters Score -9889124 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -9891369.000000 Penalty: 5595.472656
	Iteration 11Q: 3 clusters Score -9891369 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -9893441.000000 Penalty: 5595.472656
	Iteration 12Q: 3 clusters Score -9893441 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -9895242.000000 Penalty: 5595.472656
	Iteration 13Q: 3 clusters Score -9895242 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -9896752.000000 Penalty: 5595.472656
	Iteration 14Q: 3 clusters Score -9896752 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -9898048.000000 Penalty: 5595.472656
	Iteration 15Q: 3 clusters Score -9898048 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -9899062.000000 Penalty: 5595.472656
	Iteration 16Q: 3 clusters Score -9899062 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -9900003.000000 Penalty: 5595.472656
	Iteration 17Q: 3 clusters Score -9900003 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -9900870.000000 Penalty: 5595.472656
	Iteration 18Q: 3 clusters Score -9900870 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -9901601.000000 Penalty: 5595.472656
	Iteration 19Q: 3 clusters Score -9901601 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -9902226.000000 Penalty: 5595.472656
	Iteration 20F: 3 clusters Score -9902226 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -9902829.000000 Penalty: 5595.472656
	Iteration 21Q: 3 clusters Score -9902829 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -9903278.000000 Penalty: 5595.472656
	Iteration 22Q: 3 clusters Score -9903278 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -9903639.000000 Penalty: 5595.472656
	Iteration 23Q: 3 clusters Score -9903639 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -9904014.000000 Penalty: 5595.472656
	Iteration 24Q: 3 clusters Score -9904014 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -9904299.000000 Penalty: 5595.472656
	Iteration 25Q: 3 clusters Score -9904299 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -9904534.000000 Penalty: 5595.472656
	Iteration 26Q: 3 clusters Score -9904534 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -9904678.000000 Penalty: 5595.472656
	Iteration 27Q: 3 clusters Score -9904678 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -9904835.000000 Penalty: 5595.472656
	Iteration 28Q: 3 clusters Score -9904835 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -9904958.000000 Penalty: 5595.472656
	Iteration 29Q: 3 clusters Score -9904958 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9905117.000000 Penalty: 5595.472656
	Iteration 30Q: 3 clusters Score -9905117 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -9905228.000000 Penalty: 5595.472656
	Iteration 31Q: 3 clusters Score -9905228 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -9905365.000000 Penalty: 5595.472656
	Iteration 32Q: 3 clusters Score -9905365 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -9905452.000000 Penalty: 5595.472656
	Iteration 33Q: 3 clusters Score -9905452 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -9905507.000000 Penalty: 5595.472656
	Iteration 34Q: 3 clusters Score -9905507 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -9905575.000000 Penalty: 5595.472656
	Iteration 35Q: 3 clusters Score -9905575 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -9905589.000000 Penalty: 5595.472656
	Iteration 36Q: 3 clusters Score -9905589 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -9905655.000000 Penalty: 5595.472656
	Iteration 37Q: 3 clusters Score -9905655 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -9905675.000000 Penalty: 5595.472656
	Iteration 38Q: 3 clusters Score -9905675 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -9905715.000000 Penalty: 5595.472656
	Iteration 39Q: 3 clusters Score -9905715 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -9905734.000000 Penalty: 5595.472656
	Iteration 40F: 3 clusters Score -9905734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -9905758.000000 Penalty: 5595.472656
	Iteration 41Q: 3 clusters Score -9905758 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -9905805.000000 Penalty: 5595.472656
	Iteration 42Q: 3 clusters Score -9905805 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -9905805.000000 Penalty: 5595.472656
	Iteration 43Q: 3 clusters Score -9905805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -9905805.000000 Penalty: 5595.472656
	Iteration 44Q: 3 clusters Score -9905805 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -9905836.000000 Penalty: 5595.472656
	Iteration 45Q: 3 clusters Score -9905836 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9905850.000000 Penalty: 5595.472656
	Iteration 46Q: 3 clusters Score -9905850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -9905865.000000 Penalty: 5595.472656
	Iteration 47Q: 3 clusters Score -9905865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9905889.000000 Penalty: 5595.472656
	Iteration 48Q: 3 clusters Score -9905889 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -9905882.000000 Penalty: 5595.472656
	Iteration 49Q: 3 clusters Score -9905882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -9905915.000000 Penalty: 5595.472656
	Iteration 50Q: 3 clusters Score -9905915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -9905940.000000 Penalty: 5595.472656
	Iteration 51Q: 3 clusters Score -9905940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -9905937.000000 Penalty: 5595.472656
	Iteration 52Q: 3 clusters Score -9905937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -9905969.000000 Penalty: 5595.472656
	Iteration 53Q: 3 clusters Score -9905969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -9905971.000000 Penalty: 5595.472656
	Iteration 54Q: 3 clusters Score -9905971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -9905978.000000 Penalty: 5595.472656
	Iteration 55Q: 3 clusters Score -9905978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -9905985.000000 Penalty: 5595.472656
	Iteration 56Q: 3 clusters Score -9905985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -9905988.000000 Penalty: 5595.472656
	Iteration 57Q: 3 clusters Score -9905988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9905995.000000 Penalty: 5595.472656
	Iteration 58Q: 3 clusters Score -9905995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9906003.000000 Penalty: 5595.472656
	Iteration 59Q: 3 clusters Score -9906003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -9906022.000000 Penalty: 5595.472656
	Iteration 60F: 3 clusters Score -9906022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9906026.000000 Penalty: 5595.472656
	Iteration 61Q: 3 clusters Score -9906026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9906025.000000 Penalty: 5595.472656
	Iteration 62Q: 3 clusters Score -9906025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -9906021.000000 Penalty: 5595.472656
	Iteration 63Q: 3 clusters Score -9906021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -9906010.000000 Penalty: 5595.472656
	Iteration 64Q: 3 clusters Score -9906010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -9906006.000000 Penalty: 5595.472656
	Iteration 65Q: 3 clusters Score -9906006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -9906021.000000 Penalty: 5595.472656
	Iteration 66Q: 3 clusters Score -9906021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -9906020.000000 Penalty: 5595.472656
	Iteration 67Q: 3 clusters Score -9906020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -9906020.000000 Penalty: 5595.472656
	Iteration 68Q: 3 clusters Score -9906020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74647 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -9906014.000000 Penalty: 5595.472656
	Iteration 69Q: 3 clusters Score -9906014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -9906013.000000 Penalty: 5595.472656
	Iteration 70Q: 3 clusters Score -9906013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -9906007.000000 Penalty: 5595.472656
	Iteration 71Q: 3 clusters Score -9906007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9906013.000000 Penalty: 5595.472656
	Iteration 72Q: 3 clusters Score -9906013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -9906026.000000 Penalty: 5595.472656
	Iteration 73Q: 3 clusters Score -9906026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9906025.000000 Penalty: 5595.472656
	Iteration 74Q: 3 clusters Score -9906025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -9906027.000000 Penalty: 5595.472656
	Iteration 75Q: 3 clusters Score -9906027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -9906020.000000 Penalty: 5595.472656
	Iteration 76Q: 3 clusters Score -9906020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -9906024.000000 Penalty: 5595.472656
	Iteration 77Q: 3 clusters Score -9906024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -9906018.000000 Penalty: 5595.472656
	Iteration 78Q: 3 clusters Score -9906018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -9906019.000000 Penalty: 5595.472656
	Iteration 79Q: 3 clusters Score -9906019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -9906015.000000 Penalty: 5595.472656
	Iteration 80F: 3 clusters Score -9906015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9906020.000000 Penalty: 5595.472656
	Iteration 81Q: 3 clusters Score -9906020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9906016.000000 Penalty: 5595.472656
	Iteration 82Q: 3 clusters Score -9906016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9906029.000000 Penalty: 5595.472656
	Iteration 83Q: 3 clusters Score -9906029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -9906029.000000 Penalty: 5595.472656
	Iteration 84Q: 3 clusters Score -9906029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -9906032.000000 Penalty: 5595.472656
	Iteration 85Q: 3 clusters Score -9906032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9906033.000000 Penalty: 5595.472656
	Iteration 86Q: 3 clusters Score -9906033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -9906025.000000 Penalty: 5595.472656
	Iteration 87Q: 3 clusters Score -9906025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -9906026.000000 Penalty: 5595.472656
	Iteration 88Q: 3 clusters Score -9906026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -9906019.000000 Penalty: 5595.472656
	Iteration 89Q: 3 clusters Score -9906019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -9906026.000000 Penalty: 5595.472656
	Iteration 90Q: 3 clusters Score -9906026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -9906024.000000 Penalty: 5595.472656
	Iteration 91Q: 3 clusters Score -9906024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9906021.000000 Penalty: 5595.472656
	Iteration 92Q: 3 clusters Score -9906021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9906030.000000 Penalty: 5595.472656
	Iteration 93Q: 3 clusters Score -9906030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -9906034.000000 Penalty: 5595.472656
	Iteration 94Q: 3 clusters Score -9906034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -9906034.000000 Penalty: 5595.472656
	Iteration 95F: 3 clusters Score -9906034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211617 members 
Entering Unmasked Estep 
Score: -27223732.000000 Penalty: 3041.108154
	Iteration 0F: 2 clusters Score -2.722373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -27088786.000000 Penalty: 6082.216309
	Iteration 0F: 3 clusters Score -2.708879e+07 nChanged 102087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -27148304.000000 Penalty: 6082.216309
	Iteration 1F: 3 clusters Score -2.71483e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 116790 members 
Entering Unmasked Estep 
Score: -27149440.000000 Penalty: 6082.216309
	Iteration 2Q: 3 clusters Score -2.714944e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -27151802.000000 Penalty: 6082.216309
	Iteration 3Q: 3 clusters Score -2.71518e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 133218 members 
Entering Unmasked Estep 
Score: -27156522.000000 Penalty: 6082.216309
	Iteration 4Q: 3 clusters Score -2.715652e+07 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -27165930.000000 Penalty: 6082.216309
	Iteration 5F: 3 clusters Score -2.716593e+07 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -27182566.000000 Penalty: 6082.216309
	Iteration 6F: 3 clusters Score -2.718257e+07 nChanged 20932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 188602 members 
Entering Unmasked Estep 
Score: -27202250.000000 Penalty: 6082.216309
	Iteration 7F: 3 clusters Score -2.720225e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 203751 members 
Entering Unmasked Estep 
Score: -27215028.000000 Penalty: 6082.216309
	Iteration 8F: 3 clusters Score -2.721503e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 209813 members 
Entering Unmasked Estep 
Score: -27219542.000000 Penalty: 6082.216309
	Iteration 9Q: 3 clusters Score -2.721954e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 211204 members 
Entering Unmasked Estep 
Score: -27220584.000000 Penalty: 6082.216309
	Iteration 10Q: 3 clusters Score -2.722058e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211421 members 
Entering Unmasked Estep 
Score: -27220836.000000 Penalty: 6082.216309
	Iteration 11Q: 3 clusters Score -2.722084e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211452 members 
Entering Unmasked Estep 
Score: -27220908.000000 Penalty: 6082.216309
	Iteration 12Q: 3 clusters Score -2.722091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211462 members 
Entering Unmasked Estep 
Score: -27220928.000000 Penalty: 6082.216309
	Iteration 13Q: 3 clusters Score -2.722093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 211464 members 
Entering Unmasked Estep 
Score: -27220942.000000 Penalty: 6082.216309
	Iteration 14Q: 3 clusters Score -2.722094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 211468 members 
Entering Unmasked Estep 
Score: -27220966.000000 Penalty: 6082.216309
	Iteration 15Q: 3 clusters Score -2.722097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 211472 members 
Entering Unmasked Estep 
Score: -27220994.000000 Penalty: 6082.216309
	Iteration 16Q: 3 clusters Score -2.722099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 211471 members 
Entering Unmasked Estep 
Score: -27221008.000000 Penalty: 6082.216309
	Iteration 17Q: 3 clusters Score -2.722101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 211471 members 
Entering Unmasked Estep 
Score: -27221008.000000 Penalty: 6082.216309
	Iteration 18F: 3 clusters Score -2.722101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Entering Unmasked Estep 
Score: -6891109.500000 Penalty: 2700.380859
	Iteration 0F: 2 clusters Score -6891110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6855075.500000 Penalty: 5400.761719
	Iteration 0F: 3 clusters Score -6855076 nChanged 24752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -6868912.500000 Penalty: 5400.761719
	Iteration 1F: 3 clusters Score -6868912 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -6869582.000000 Penalty: 5400.761719
	Iteration 2Q: 3 clusters Score -6869582 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -6870284.000000 Penalty: 5400.761719
	Iteration 3Q: 3 clusters Score -6870284 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -6871225.000000 Penalty: 5400.761719
	Iteration 4Q: 3 clusters Score -6871225 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -6872377.500000 Penalty: 5400.761719
	Iteration 5Q: 3 clusters Score -6872378 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -6873775.500000 Penalty: 5400.761719
	Iteration 6Q: 3 clusters Score -6873776 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -6875535.500000 Penalty: 5400.761719
	Iteration 7Q: 3 clusters Score -6875536 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6877518.000000 Penalty: 5400.761719
	Iteration 8F: 3 clusters Score -6877518 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6879562.500000 Penalty: 5400.761719
	Iteration 9F: 3 clusters Score -6879562 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -6881344.000000 Penalty: 5400.761719
	Iteration 10Q: 3 clusters Score -6881344 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6882795.000000 Penalty: 5400.761719
	Iteration 11Q: 3 clusters Score -6882795 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -6883950.000000 Penalty: 5400.761719
	Iteration 12Q: 3 clusters Score -6883950 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -6884850.000000 Penalty: 5400.761719
	Iteration 13Q: 3 clusters Score -6884850 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6885619.000000 Penalty: 5400.761719
	Iteration 14Q: 3 clusters Score -6885619 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6886179.500000 Penalty: 5400.761719
	Iteration 15Q: 3 clusters Score -6886180 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6886653.500000 Penalty: 5400.761719
	Iteration 16Q: 3 clusters Score -6886654 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -6887142.000000 Penalty: 5400.761719
	Iteration 17Q: 3 clusters Score -6887142 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -6887482.500000 Penalty: 5400.761719
	Iteration 18Q: 3 clusters Score -6887482 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -6887789.500000 Penalty: 5400.761719
	Iteration 19Q: 3 clusters Score -6887790 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6888013.500000 Penalty: 5400.761719
	Iteration 20F: 3 clusters Score -6888014 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -6888185.000000 Penalty: 5400.761719
	Iteration 21Q: 3 clusters Score -6888185 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6888326.500000 Penalty: 5400.761719
	Iteration 22Q: 3 clusters Score -6888326 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -6888404.000000 Penalty: 5400.761719
	Iteration 23Q: 3 clusters Score -6888404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -6888487.000000 Penalty: 5400.761719
	Iteration 24Q: 3 clusters Score -6888487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -6888544.500000 Penalty: 5400.761719
	Iteration 25Q: 3 clusters Score -6888544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6888559.500000 Penalty: 5400.761719
	Iteration 26Q: 3 clusters Score -6888560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6888579.000000 Penalty: 5400.761719
	Iteration 27Q: 3 clusters Score -6888579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6888591.000000 Penalty: 5400.761719
	Iteration 28Q: 3 clusters Score -6888591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -6888611.000000 Penalty: 5400.761719
	Iteration 29Q: 3 clusters Score -6888611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -6888612.500000 Penalty: 5400.761719
	Iteration 30Q: 3 clusters Score -6888612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -6888629.000000 Penalty: 5400.761719
	Iteration 31Q: 3 clusters Score -6888629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6888647.000000 Penalty: 5400.761719
	Iteration 32Q: 3 clusters Score -6888647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -6888665.500000 Penalty: 5400.761719
	Iteration 33Q: 3 clusters Score -6888666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -6888671.000000 Penalty: 5400.761719
	Iteration 34Q: 3 clusters Score -6888671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6888680.000000 Penalty: 5400.761719
	Iteration 35Q: 3 clusters Score -6888680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -6888689.500000 Penalty: 5400.761719
	Iteration 36Q: 3 clusters Score -6888690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -6888703.500000 Penalty: 5400.761719
	Iteration 37Q: 3 clusters Score -6888704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -6888711.500000 Penalty: 5400.761719
	Iteration 38Q: 3 clusters Score -6888712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6888717.500000 Penalty: 5400.761719
	Iteration 39Q: 3 clusters Score -6888718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -6888734.000000 Penalty: 5400.761719
	Iteration 40F: 3 clusters Score -6888734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6888734.000000 Penalty: 5400.761719
	Iteration 41Q: 3 clusters Score -6888734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -6888745.000000 Penalty: 5400.761719
	Iteration 42Q: 3 clusters Score -6888745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -6888759.000000 Penalty: 5400.761719
	Iteration 43Q: 3 clusters Score -6888759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6888764.000000 Penalty: 5400.761719
	Iteration 44Q: 3 clusters Score -6888764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -6888768.000000 Penalty: 5400.761719
	Iteration 45Q: 3 clusters Score -6888768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -6888765.000000 Penalty: 5400.761719
	Iteration 46Q: 3 clusters Score -6888765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6888769.000000 Penalty: 5400.761719
	Iteration 47Q: 3 clusters Score -6888769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -6888773.500000 Penalty: 5400.761719
	Iteration 48Q: 3 clusters Score -6888774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6888771.000000 Penalty: 5400.761719
	Iteration 49Q: 3 clusters Score -6888771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -6888774.000000 Penalty: 5400.761719
	Iteration 50Q: 3 clusters Score -6888774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -6888776.500000 Penalty: 5400.761719
	Iteration 51Q: 3 clusters Score -6888776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6888784.500000 Penalty: 5400.761719
	Iteration 52Q: 3 clusters Score -6888784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -6888781.500000 Penalty: 5400.761719
	Iteration 53Q: 3 clusters Score -6888782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -6888781.500000 Penalty: 5400.761719
	Iteration 54Q: 3 clusters Score -6888782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -6888789.500000 Penalty: 5400.761719
	Iteration 55Q: 3 clusters Score -6888790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -6888789.500000 Penalty: 5400.761719
	Iteration 56Q: 3 clusters Score -6888790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -6888784.000000 Penalty: 5400.761719
	Iteration 57Q: 3 clusters Score -6888784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -6888786.500000 Penalty: 5400.761719
	Iteration 58Q: 3 clusters Score -6888786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -6888781.500000 Penalty: 5400.761719
	Iteration 59Q: 3 clusters Score -6888782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -6888785.000000 Penalty: 5400.761719
	Iteration 60F: 3 clusters Score -6888785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -6888782.000000 Penalty: 5400.761719
	Iteration 61Q: 3 clusters Score -6888782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -6888782.000000 Penalty: 5400.761719
	Iteration 62F: 3 clusters Score -6888782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Entering Unmasked Estep 
Score: -8141789.000000 Penalty: 2740.005859
	Iteration 0F: 2 clusters Score -8141789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -8099494.000000 Penalty: 5480.011719
	Iteration 0F: 3 clusters Score -8099494 nChanged 29421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -8115867.000000 Penalty: 5480.011719
	Iteration 1F: 3 clusters Score -8115867 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -8116477.000000 Penalty: 5480.011719
	Iteration 2Q: 3 clusters Score -8116477 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -8117102.000000 Penalty: 5480.011719
	Iteration 3Q: 3 clusters Score -8117102 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -8117781.500000 Penalty: 5480.011719
	Iteration 4Q: 3 clusters Score -8117782 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -8118536.000000 Penalty: 5480.011719
	Iteration 5Q: 3 clusters Score -8118536 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8119489.000000 Penalty: 5480.011719
	Iteration 6Q: 3 clusters Score -8119489 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -8120735.000000 Penalty: 5480.011719
	Iteration 7Q: 3 clusters Score -8120735 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -8122233.500000 Penalty: 5480.011719
	Iteration 8Q: 3 clusters Score -8122234 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -8123945.000000 Penalty: 5480.011719
	Iteration 9Q: 3 clusters Score -8123945 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -8126029.500000 Penalty: 5480.011719
	Iteration 10F: 3 clusters Score -8126030 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8128224.500000 Penalty: 5480.011719
	Iteration 11F: 3 clusters Score -8128224 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8130203.000000 Penalty: 5480.011719
	Iteration 12Q: 3 clusters Score -8130203 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8131610.000000 Penalty: 5480.011719
	Iteration 13Q: 3 clusters Score -8131610 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8132556.500000 Penalty: 5480.011719
	Iteration 14Q: 3 clusters Score -8132556 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8133028.500000 Penalty: 5480.011719
	Iteration 15Q: 3 clusters Score -8133028 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8133328.000000 Penalty: 5480.011719
	Iteration 16Q: 3 clusters Score -8133328 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -8133573.500000 Penalty: 5480.011719
	Iteration 17Q: 3 clusters Score -8133574 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -8133887.500000 Penalty: 5480.011719
	Iteration 18Q: 3 clusters Score -8133888 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -8134192.000000 Penalty: 5480.011719
	Iteration 19Q: 3 clusters Score -8134192 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -8134482.000000 Penalty: 5480.011719
	Iteration 20F: 3 clusters Score -8134482 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -8134791.000000 Penalty: 5480.011719
	Iteration 21Q: 3 clusters Score -8134791 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -8135090.000000 Penalty: 5480.011719
	Iteration 22Q: 3 clusters Score -8135090 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -8135421.500000 Penalty: 5480.011719
	Iteration 23Q: 3 clusters Score -8135422 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -8135807.500000 Penalty: 5480.011719
	Iteration 24Q: 3 clusters Score -8135808 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -8136188.500000 Penalty: 5480.011719
	Iteration 25Q: 3 clusters Score -8136188 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -8136579.500000 Penalty: 5480.011719
	Iteration 26Q: 3 clusters Score -8136580 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -8136944.000000 Penalty: 5480.011719
	Iteration 27Q: 3 clusters Score -8136944 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -8137300.500000 Penalty: 5480.011719
	Iteration 28Q: 3 clusters Score -8137300 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -8137628.500000 Penalty: 5480.011719
	Iteration 29Q: 3 clusters Score -8137628 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -8137943.000000 Penalty: 5480.011719
	Iteration 30Q: 3 clusters Score -8137943 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -8138244.000000 Penalty: 5480.011719
	Iteration 31Q: 3 clusters Score -8138244 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -8138478.500000 Penalty: 5480.011719
	Iteration 32Q: 3 clusters Score -8138478 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -8138695.500000 Penalty: 5480.011719
	Iteration 33Q: 3 clusters Score -8138696 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -8138831.500000 Penalty: 5480.011719
	Iteration 34Q: 3 clusters Score -8138832 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -8138933.000000 Penalty: 5480.011719
	Iteration 35Q: 3 clusters Score -8138933 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -8138989.000000 Penalty: 5480.011719
	Iteration 36Q: 3 clusters Score -8138989 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -8139030.500000 Penalty: 5480.011719
	Iteration 37Q: 3 clusters Score -8139030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -8139102.000000 Penalty: 5480.011719
	Iteration 38Q: 3 clusters Score -8139102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -8139136.500000 Penalty: 5480.011719
	Iteration 39Q: 3 clusters Score -8139136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -8139169.500000 Penalty: 5480.011719
	Iteration 40F: 3 clusters Score -8139170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -8139188.000000 Penalty: 5480.011719
	Iteration 41Q: 3 clusters Score -8139188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -8139217.500000 Penalty: 5480.011719
	Iteration 42Q: 3 clusters Score -8139218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -8139243.000000 Penalty: 5480.011719
	Iteration 43Q: 3 clusters Score -8139243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -8139267.500000 Penalty: 5480.011719
	Iteration 44Q: 3 clusters Score -8139268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -8139295.500000 Penalty: 5480.011719
	Iteration 45Q: 3 clusters Score -8139296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -8139321.500000 Penalty: 5480.011719
	Iteration 46Q: 3 clusters Score -8139322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -8139362.500000 Penalty: 5480.011719
	Iteration 47Q: 3 clusters Score -8139362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 61898 members 
Entering Unmasked Estep 
Score: -8139384.500000 Penalty: 5480.011719
	Iteration 48Q: 3 clusters Score -8139384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -8139397.000000 Penalty: 5480.011719
	Iteration 49Q: 3 clusters Score -8139397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -8139405.500000 Penalty: 5480.011719
	Iteration 50Q: 3 clusters Score -8139406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -8139411.500000 Penalty: 5480.011719
	Iteration 51Q: 3 clusters Score -8139412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -8139426.500000 Penalty: 5480.011719
	Iteration 52Q: 3 clusters Score -8139426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -8139435.000000 Penalty: 5480.011719
	Iteration 53Q: 3 clusters Score -8139435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -8139444.500000 Penalty: 5480.011719
	Iteration 54Q: 3 clusters Score -8139444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -8139441.000000 Penalty: 5480.011719
	Iteration 55Q: 3 clusters Score -8139441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -8139450.000000 Penalty: 5480.011719
	Iteration 56Q: 3 clusters Score -8139450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -8139457.000000 Penalty: 5480.011719
	Iteration 57Q: 3 clusters Score -8139457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -8139471.500000 Penalty: 5480.011719
	Iteration 58Q: 3 clusters Score -8139472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -8139470.500000 Penalty: 5480.011719
	Iteration 59Q: 3 clusters Score -8139470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -8139474.000000 Penalty: 5480.011719
	Iteration 60F: 3 clusters Score -8139474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -8139471.000000 Penalty: 5480.011719
	Iteration 61Q: 3 clusters Score -8139471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -8139470.500000 Penalty: 5480.011719
	Iteration 62Q: 3 clusters Score -8139470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -8139476.000000 Penalty: 5480.011719
	Iteration 63Q: 3 clusters Score -8139476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8139471.500000 Penalty: 5480.011719
	Iteration 64Q: 3 clusters Score -8139472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -8139476.500000 Penalty: 5480.011719
	Iteration 65Q: 3 clusters Score -8139476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -8139475.000000 Penalty: 5480.011719
	Iteration 66Q: 3 clusters Score -8139475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -8139476.000000 Penalty: 5480.011719
	Iteration 67Q: 3 clusters Score -8139476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -8139476.000000 Penalty: 5480.011719
	Iteration 68F: 3 clusters Score -8139476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Entering Unmasked Estep 
Score: -935192.937500 Penalty: 2217.146240
	Iteration 0F: 2 clusters Score -935192.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -929094.562500 Penalty: 4434.292480
	Iteration 0F: 3 clusters Score -929094.6 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -930857.625000 Penalty: 4434.292480
	Iteration 1F: 3 clusters Score -930857.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -931153.562500 Penalty: 4434.292480
	Iteration 2F: 3 clusters Score -931153.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -931398.125000 Penalty: 4434.292480
	Iteration 3F: 3 clusters Score -931398.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -931623.375000 Penalty: 4434.292480
	Iteration 4Q: 3 clusters Score -931623.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -931822.500000 Penalty: 4434.292480
	Iteration 5Q: 3 clusters Score -931822.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -932028.812500 Penalty: 4434.292480
	Iteration 6Q: 3 clusters Score -932028.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -932249.500000 Penalty: 4434.292480
	Iteration 7Q: 3 clusters Score -932249.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -932457.250000 Penalty: 4434.292480
	Iteration 8Q: 3 clusters Score -932457.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -932662.812500 Penalty: 4434.292480
	Iteration 9Q: 3 clusters Score -932662.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -932882.000000 Penalty: 4434.292480
	Iteration 10Q: 3 clusters Score -932882 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -933124.125000 Penalty: 4434.292480
	Iteration 11Q: 3 clusters Score -933124.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -933341.000000 Penalty: 4434.292480
	Iteration 12Q: 3 clusters Score -933341 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -933482.500000 Penalty: 4434.292480
	Iteration 13Q: 3 clusters Score -933482.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -933577.312500 Penalty: 4434.292480
	Iteration 14Q: 3 clusters Score -933577.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -933637.000000 Penalty: 4434.292480
	Iteration 15Q: 3 clusters Score -933637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -933683.687500 Penalty: 4434.292480
	Iteration 16Q: 3 clusters Score -933683.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -933726.250000 Penalty: 4434.292480
	Iteration 17Q: 3 clusters Score -933726.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -933774.187500 Penalty: 4434.292480
	Iteration 18Q: 3 clusters Score -933774.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -933806.187500 Penalty: 4434.292480
	Iteration 19Q: 3 clusters Score -933806.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -933835.375000 Penalty: 4434.292480
	Iteration 20F: 3 clusters Score -933835.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -933855.562500 Penalty: 4434.292480
	Iteration 21Q: 3 clusters Score -933855.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -933876.750000 Penalty: 4434.292480
	Iteration 22Q: 3 clusters Score -933876.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -933894.312500 Penalty: 4434.292480
	Iteration 23Q: 3 clusters Score -933894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -933905.812500 Penalty: 4434.292480
	Iteration 24Q: 3 clusters Score -933905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -933916.562500 Penalty: 4434.292480
	Iteration 25Q: 3 clusters Score -933916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -933917.937500 Penalty: 4434.292480
	Iteration 26Q: 3 clusters Score -933917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -933918.437500 Penalty: 4434.292480
	Iteration 27Q: 3 clusters Score -933918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -933919.187500 Penalty: 4434.292480
	Iteration 28Q: 3 clusters Score -933919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -933919.187500 Penalty: 4434.292480
	Iteration 29F: 3 clusters Score -933919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56684.339844 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56684.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56924.363281 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56924.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57030.929688 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57030.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57113.750000 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -57113.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57174.394531 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57174.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57227.320312 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57227.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57258.695312 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57274.015625 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57274.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57281.500000 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57301.656250 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57301.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57394.152344 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57394.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57516.058594 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -57516.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57721.156250 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -57721.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57820.878906 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -57820.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57879.953125 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -57879.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57918.359375 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -57918.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57971.421875 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -57971.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58068.593750 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -58068.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58155.820312 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -58155.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58222.019531 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -58222.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58296.867188 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -58296.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58440.839844 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -58440.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58501.992188 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -58501.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58504.675781 Penalty: 3135.992188
	Iteration 23Q: 3 clusters Score -58504.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58504.675781 Penalty: 3135.992188
	Iteration 24F: 3 clusters Score -58504.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 144566 members 
Mstep: Class 3 contains 202343 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178594 members 
Mstep: Class 12 contains 176620 members 
Mstep: Class 13 contains 79316 members 
Mstep: Class 14 contains 211617 members 
Mstep: Class 15 contains 53564 members 
Mstep: Class 16 contains 62844 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 338 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 219 members 
Entering Unmasked Estep 
Score: -149686096.000000 Penalty: 72857.820312
Splitting cluster 18 changes total score from -149687648.000000 to -149686096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 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 236 members 
Entering Unmasked Estep 
Score: -45070.183594 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45070.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45346.824219 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45346.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45560.222656 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45560.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45637.250000 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -45637.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45678.105469 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45678.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45714.113281 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45714.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45742.460938 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45742.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45758.421875 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45758.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45777.304688 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45804.808594 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45804.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45829.761719 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -45829.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45834.257812 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -45834.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45840.863281 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -45840.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45843.125000 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -45843.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45846.734375 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -45846.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45856.578125 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -45856.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45871.906250 Penalty: 3027.977295
	Iteration 16Q: 3 clusters Score -45871.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45909.164062 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -45909.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45974.085938 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -45974.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45978.203125 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -45978.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45979.304688 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -45979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45984.183594 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -45984.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45984.183594 Penalty: 3027.977295
	Iteration 22F: 3 clusters Score -45984.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19304.970703 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19304.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19359.970703 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19359.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 144566 members 
Mstep: Class 3 contains 202343 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178594 members 
Mstep: Class 12 contains 176620 members 
Mstep: Class 13 contains 79316 members 
Mstep: Class 14 contains 211617 members 
Mstep: Class 15 contains 53564 members 
Mstep: Class 16 contains 62844 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687824.000000 Penalty: 69388.398438
Iteration 279Q: 21 clusters Score -1.496878e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 144575 members 
Mstep: Class 3 contains 202329 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178601 members 
Mstep: Class 12 contains 176627 members 
Mstep: Class 13 contains 79300 members 
Mstep: Class 14 contains 211627 members 
Mstep: Class 15 contains 53570 members 
Mstep: Class 16 contains 62841 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687808.000000 Penalty: 69388.398438
Iteration 280F: 21 clusters Score -1.496878e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 144568 members 
Mstep: Class 3 contains 202310 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178617 members 
Mstep: Class 12 contains 176638 members 
Mstep: Class 13 contains 79287 members 
Mstep: Class 14 contains 211644 members 
Mstep: Class 15 contains 53576 members 
Mstep: Class 16 contains 62837 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 281Q: 21 clusters Score -1.496877e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 144575 members 
Mstep: Class 3 contains 202302 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178631 members 
Mstep: Class 12 contains 176638 members 
Mstep: Class 13 contains 79279 members 
Mstep: Class 14 contains 211636 members 
Mstep: Class 15 contains 53585 members 
Mstep: Class 16 contains 62840 members 
Mstep: Class 17 contains 7606 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687872.000000 Penalty: 69388.398438
Iteration 282Q: 21 clusters Score -1.496879e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 144576 members 
Mstep: Class 3 contains 202320 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7642 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178646 members 
Mstep: Class 12 contains 176638 members 
Mstep: Class 13 contains 79256 members 
Mstep: Class 14 contains 211628 members 
Mstep: Class 15 contains 53593 members 
Mstep: Class 16 contains 62836 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687936.000000 Penalty: 69388.398438
Iteration 283Q: 21 clusters Score -1.496879e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 144574 members 
Mstep: Class 3 contains 202338 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178658 members 
Mstep: Class 12 contains 176643 members 
Mstep: Class 13 contains 79237 members 
Mstep: Class 14 contains 211624 members 
Mstep: Class 15 contains 53595 members 
Mstep: Class 16 contains 62834 members 
Mstep: Class 17 contains 7598 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687920.000000 Penalty: 69388.398438
Iteration 284Q: 21 clusters Score -1.496879e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 144558 members 
Mstep: Class 3 contains 202377 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178673 members 
Mstep: Class 12 contains 176636 members 
Mstep: Class 13 contains 79221 members 
Mstep: Class 14 contains 211615 members 
Mstep: Class 15 contains 53599 members 
Mstep: Class 16 contains 62830 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687872.000000 Penalty: 69388.398438
Iteration 285Q: 21 clusters Score -1.496879e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 144547 members 
Mstep: Class 3 contains 202400 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178675 members 
Mstep: Class 12 contains 176624 members 
Mstep: Class 13 contains 79197 members 
Mstep: Class 14 contains 211638 members 
Mstep: Class 15 contains 53602 members 
Mstep: Class 16 contains 62824 members 
Mstep: Class 17 contains 7595 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 286Q: 21 clusters Score -1.496878e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 144533 members 
Mstep: Class 3 contains 202444 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178694 members 
Mstep: Class 12 contains 176629 members 
Mstep: Class 13 contains 79175 members 
Mstep: Class 14 contains 211623 members 
Mstep: Class 15 contains 53606 members 
Mstep: Class 16 contains 62816 members 
Mstep: Class 17 contains 7595 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687824.000000 Penalty: 69388.398438
Iteration 287Q: 21 clusters Score -1.496878e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 144522 members 
Mstep: Class 3 contains 202481 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7627 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178699 members 
Mstep: Class 12 contains 176630 members 
Mstep: Class 13 contains 79164 members 
Mstep: Class 14 contains 211615 members 
Mstep: Class 15 contains 53610 members 
Mstep: Class 16 contains 62803 members 
Mstep: Class 17 contains 7593 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687808.000000 Penalty: 69388.398438
Iteration 288Q: 21 clusters Score -1.496878e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 144510 members 
Mstep: Class 3 contains 202520 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7626 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178711 members 
Mstep: Class 12 contains 176636 members 
Mstep: Class 13 contains 79156 members 
Mstep: Class 14 contains 211601 members 
Mstep: Class 15 contains 53610 members 
Mstep: Class 16 contains 62784 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687728.000000 Penalty: 69388.398438
Iteration 289Q: 21 clusters Score -1.496877e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 144500 members 
Mstep: Class 3 contains 202574 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178717 members 
Mstep: Class 12 contains 176644 members 
Mstep: Class 13 contains 79146 members 
Mstep: Class 14 contains 211556 members 
Mstep: Class 15 contains 53625 members 
Mstep: Class 16 contains 62770 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 290Q: 21 clusters Score -1.496879e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 144491 members 
Mstep: Class 3 contains 202631 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7620 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178733 members 
Mstep: Class 12 contains 176644 members 
Mstep: Class 13 contains 79142 members 
Mstep: Class 14 contains 211522 members 
Mstep: Class 15 contains 53626 members 
Mstep: Class 16 contains 62756 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687872.000000 Penalty: 69388.398438
Iteration 291Q: 21 clusters Score -1.496879e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 144480 members 
Mstep: Class 3 contains 202691 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178734 members 
Mstep: Class 12 contains 176637 members 
Mstep: Class 13 contains 79133 members 
Mstep: Class 14 contains 211510 members 
Mstep: Class 15 contains 53625 members 
Mstep: Class 16 contains 62748 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687808.000000 Penalty: 69388.398438
Iteration 292Q: 21 clusters Score -1.496878e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 144469 members 
Mstep: Class 3 contains 202726 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178744 members 
Mstep: Class 12 contains 176631 members 
Mstep: Class 13 contains 79114 members 
Mstep: Class 14 contains 211521 members 
Mstep: Class 15 contains 53635 members 
Mstep: Class 16 contains 62737 members 
Mstep: Class 17 contains 7571 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687808.000000 Penalty: 69388.398438
Iteration 293Q: 21 clusters Score -1.496878e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 144452 members 
Mstep: Class 3 contains 202752 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178748 members 
Mstep: Class 12 contains 176634 members 
Mstep: Class 13 contains 79098 members 
Mstep: Class 14 contains 211532 members 
Mstep: Class 15 contains 53640 members 
Mstep: Class 16 contains 62732 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 294Q: 21 clusters Score -1.496877e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 144433 members 
Mstep: Class 3 contains 202777 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178765 members 
Mstep: Class 12 contains 176623 members 
Mstep: Class 13 contains 79085 members 
Mstep: Class 14 contains 211554 members 
Mstep: Class 15 contains 53643 members 
Mstep: Class 16 contains 62711 members 
Mstep: Class 17 contains 7567 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 295Q: 21 clusters Score -1.496877e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 144413 members 
Mstep: Class 3 contains 202836 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7614 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178784 members 
Mstep: Class 12 contains 176604 members 
Mstep: Class 13 contains 79071 members 
Mstep: Class 14 contains 211548 members 
Mstep: Class 15 contains 53647 members 
Mstep: Class 16 contains 62696 members 
Mstep: Class 17 contains 7566 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 296Q: 21 clusters Score -1.496879e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 144393 members 
Mstep: Class 3 contains 202900 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178791 members 
Mstep: Class 12 contains 176600 members 
Mstep: Class 13 contains 79059 members 
Mstep: Class 14 contains 211533 members 
Mstep: Class 15 contains 53643 members 
Mstep: Class 16 contains 62685 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 297Q: 21 clusters Score -1.496879e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 144381 members 
Mstep: Class 3 contains 202955 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178785 members 
Mstep: Class 12 contains 176573 members 
Mstep: Class 13 contains 79045 members 
Mstep: Class 14 contains 211552 members 
Mstep: Class 15 contains 53642 members 
Mstep: Class 16 contains 62676 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687584.000000 Penalty: 69388.398438
Iteration 298Q: 21 clusters Score -1.496876e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 144368 members 
Mstep: Class 3 contains 203012 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178757 members 
Mstep: Class 12 contains 176553 members 
Mstep: Class 13 contains 79043 members 
Mstep: Class 14 contains 211575 members 
Mstep: Class 15 contains 53640 members 
Mstep: Class 16 contains 62668 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 299Q: 21 clusters Score -1.496877e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 144349 members 
Mstep: Class 3 contains 203049 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7617 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178757 members 
Mstep: Class 12 contains 176536 members 
Mstep: Class 13 contains 79037 members 
Mstep: Class 14 contains 211587 members 
Mstep: Class 15 contains 53640 members 
Mstep: Class 16 contains 62662 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687792.000000 Penalty: 69388.398438
Iteration 300F: 21 clusters Score -1.496878e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 144324 members 
Mstep: Class 3 contains 203098 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7612 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178755 members 
Mstep: Class 12 contains 176506 members 
Mstep: Class 13 contains 79023 members 
Mstep: Class 14 contains 211616 members 
Mstep: Class 15 contains 53641 members 
Mstep: Class 16 contains 62656 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 301Q: 21 clusters Score -1.496877e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 144282 members 
Mstep: Class 3 contains 203122 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178730 members 
Mstep: Class 12 contains 176498 members 
Mstep: Class 13 contains 79022 members 
Mstep: Class 14 contains 211665 members 
Mstep: Class 15 contains 53642 members 
Mstep: Class 16 contains 62652 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687616.000000 Penalty: 69388.398438
Iteration 302Q: 21 clusters Score -1.496876e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 144240 members 
Mstep: Class 3 contains 203164 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7609 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178720 members 
Mstep: Class 12 contains 176493 members 
Mstep: Class 13 contains 79017 members 
Mstep: Class 14 contains 211696 members 
Mstep: Class 15 contains 53641 members 
Mstep: Class 16 contains 62644 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687488.000000 Penalty: 69388.398438
Iteration 303Q: 21 clusters Score -1.496875e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 144210 members 
Mstep: Class 3 contains 203218 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178722 members 
Mstep: Class 12 contains 176493 members 
Mstep: Class 13 contains 79014 members 
Mstep: Class 14 contains 211703 members 
Mstep: Class 15 contains 53640 members 
Mstep: Class 16 contains 62632 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 304Q: 21 clusters Score -1.496874e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 144178 members 
Mstep: Class 3 contains 203241 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7604 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178719 members 
Mstep: Class 12 contains 176492 members 
Mstep: Class 13 contains 79001 members 
Mstep: Class 14 contains 211736 members 
Mstep: Class 15 contains 53642 members 
Mstep: Class 16 contains 62623 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687296.000000 Penalty: 69388.398438
Iteration 305Q: 21 clusters Score -1.496873e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 144137 members 
Mstep: Class 3 contains 203273 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178720 members 
Mstep: Class 12 contains 176495 members 
Mstep: Class 13 contains 78987 members 
Mstep: Class 14 contains 211769 members 
Mstep: Class 15 contains 53644 members 
Mstep: Class 16 contains 62616 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 306Q: 21 clusters Score -1.496873e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 144100 members 
Mstep: Class 3 contains 203323 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178701 members 
Mstep: Class 12 contains 176498 members 
Mstep: Class 13 contains 78978 members 
Mstep: Class 14 contains 211796 members 
Mstep: Class 15 contains 53644 members 
Mstep: Class 16 contains 62609 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687248.000000 Penalty: 69388.398438
Iteration 307Q: 21 clusters Score -1.496872e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 144056 members 
Mstep: Class 3 contains 203386 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178677 members 
Mstep: Class 12 contains 176485 members 
Mstep: Class 13 contains 78967 members 
Mstep: Class 14 contains 211825 members 
Mstep: Class 15 contains 53653 members 
Mstep: Class 16 contains 62603 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 308Q: 21 clusters Score -1.496874e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 144005 members 
Mstep: Class 3 contains 203429 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178655 members 
Mstep: Class 12 contains 176481 members 
Mstep: Class 13 contains 78950 members 
Mstep: Class 14 contains 211866 members 
Mstep: Class 15 contains 53667 members 
Mstep: Class 16 contains 62601 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 309Q: 21 clusters Score -1.496875e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 143981 members 
Mstep: Class 3 contains 203458 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178649 members 
Mstep: Class 12 contains 176468 members 
Mstep: Class 13 contains 78947 members 
Mstep: Class 14 contains 211877 members 
Mstep: Class 15 contains 53678 members 
Mstep: Class 16 contains 62599 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 310Q: 21 clusters Score -1.496874e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 143944 members 
Mstep: Class 3 contains 203477 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178661 members 
Mstep: Class 12 contains 176461 members 
Mstep: Class 13 contains 78936 members 
Mstep: Class 14 contains 211909 members 
Mstep: Class 15 contains 53679 members 
Mstep: Class 16 contains 62598 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 311Q: 21 clusters Score -1.496874e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 143907 members 
Mstep: Class 3 contains 203485 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178660 members 
Mstep: Class 12 contains 176441 members 
Mstep: Class 13 contains 78933 members 
Mstep: Class 14 contains 211965 members 
Mstep: Class 15 contains 53679 members 
Mstep: Class 16 contains 62598 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 312Q: 21 clusters Score -1.496875e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 143870 members 
Mstep: Class 3 contains 203489 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178643 members 
Mstep: Class 12 contains 176444 members 
Mstep: Class 13 contains 78934 members 
Mstep: Class 14 contains 212010 members 
Mstep: Class 15 contains 53684 members 
Mstep: Class 16 contains 62596 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 313Q: 21 clusters Score -1.496874e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 143838 members 
Mstep: Class 3 contains 203491 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178637 members 
Mstep: Class 12 contains 176442 members 
Mstep: Class 13 contains 78935 members 
Mstep: Class 14 contains 212046 members 
Mstep: Class 15 contains 53687 members 
Mstep: Class 16 contains 62595 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687568.000000 Penalty: 69388.398438
Iteration 314Q: 21 clusters Score -1.496876e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 143814 members 
Mstep: Class 3 contains 203501 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178627 members 
Mstep: Class 12 contains 176441 members 
Mstep: Class 13 contains 78926 members 
Mstep: Class 14 contains 212084 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 62589 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 315Q: 21 clusters Score -1.496875e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 143780 members 
Mstep: Class 3 contains 203516 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1855 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178624 members 
Mstep: Class 12 contains 176436 members 
Mstep: Class 13 contains 78920 members 
Mstep: Class 14 contains 212113 members 
Mstep: Class 15 contains 53690 members 
Mstep: Class 16 contains 62588 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687568.000000 Penalty: 69388.398438
Iteration 316Q: 21 clusters Score -1.496876e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 143756 members 
Mstep: Class 3 contains 203504 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178626 members 
Mstep: Class 12 contains 176433 members 
Mstep: Class 13 contains 78919 members 
Mstep: Class 14 contains 212145 members 
Mstep: Class 15 contains 53689 members 
Mstep: Class 16 contains 62588 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687584.000000 Penalty: 69388.398438
Iteration 317Q: 21 clusters Score -1.496876e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 143732 members 
Mstep: Class 3 contains 203506 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178630 members 
Mstep: Class 12 contains 176416 members 
Mstep: Class 13 contains 78912 members 
Mstep: Class 14 contains 212197 members 
Mstep: Class 15 contains 53691 members 
Mstep: Class 16 contains 62583 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687584.000000 Penalty: 69388.398438
Iteration 318Q: 21 clusters Score -1.496876e+08 nChanged 247
Entering ConstructFrom: 
Score: -149687584.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Entering Unmasked Estep 
Score: -7181264.500000 Penalty: 2708.886719
	Iteration 0F: 2 clusters Score -7181264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -7143939.500000 Penalty: 5417.773438
	Iteration 0F: 3 clusters Score -7143940 nChanged 25778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -7158426.500000 Penalty: 5417.773438
	Iteration 1F: 3 clusters Score -7158426 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -7159455.000000 Penalty: 5417.773438
	Iteration 2Q: 3 clusters Score -7159455 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -7160979.000000 Penalty: 5417.773438
	Iteration 3F: 3 clusters Score -7160979 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -7163135.500000 Penalty: 5417.773438
	Iteration 4F: 3 clusters Score -7163136 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -7166189.000000 Penalty: 5417.773438
	Iteration 5F: 3 clusters Score -7166189 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7169833.000000 Penalty: 5417.773438
	Iteration 6F: 3 clusters Score -7169833 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -7173287.500000 Penalty: 5417.773438
	Iteration 7F: 3 clusters Score -7173288 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -7175538.500000 Penalty: 5417.773438
	Iteration 8Q: 3 clusters Score -7175538 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -7176593.500000 Penalty: 5417.773438
	Iteration 9Q: 3 clusters Score -7176594 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -7177157.000000 Penalty: 5417.773438
	Iteration 10Q: 3 clusters Score -7177157 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -7177487.000000 Penalty: 5417.773438
	Iteration 11Q: 3 clusters Score -7177487 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -7177694.500000 Penalty: 5417.773438
	Iteration 12Q: 3 clusters Score -7177694 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7177870.000000 Penalty: 5417.773438
	Iteration 13Q: 3 clusters Score -7177870 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -7178065.000000 Penalty: 5417.773438
	Iteration 14Q: 3 clusters Score -7178065 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -7178176.500000 Penalty: 5417.773438
	Iteration 15Q: 3 clusters Score -7178176 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -7178287.000000 Penalty: 5417.773438
	Iteration 16Q: 3 clusters Score -7178287 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -7178405.500000 Penalty: 5417.773438
	Iteration 17Q: 3 clusters Score -7178406 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -7178484.500000 Penalty: 5417.773438
	Iteration 18Q: 3 clusters Score -7178484 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -7178553.000000 Penalty: 5417.773438
	Iteration 19Q: 3 clusters Score -7178553 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -7178642.000000 Penalty: 5417.773438
	Iteration 20F: 3 clusters Score -7178642 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -7178687.500000 Penalty: 5417.773438
	Iteration 21Q: 3 clusters Score -7178688 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -7178755.000000 Penalty: 5417.773438
	Iteration 22Q: 3 clusters Score -7178755 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -7178800.000000 Penalty: 5417.773438
	Iteration 23Q: 3 clusters Score -7178800 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -7178869.500000 Penalty: 5417.773438
	Iteration 24Q: 3 clusters Score -7178870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7178884.500000 Penalty: 5417.773438
	Iteration 25Q: 3 clusters Score -7178884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -7178922.000000 Penalty: 5417.773438
	Iteration 26Q: 3 clusters Score -7178922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -7178959.500000 Penalty: 5417.773438
	Iteration 27Q: 3 clusters Score -7178960 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -7178979.500000 Penalty: 5417.773438
	Iteration 28Q: 3 clusters Score -7178980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -7179006.500000 Penalty: 5417.773438
	Iteration 29Q: 3 clusters Score -7179006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -7179034.500000 Penalty: 5417.773438
	Iteration 30Q: 3 clusters Score -7179034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -7179061.500000 Penalty: 5417.773438
	Iteration 31Q: 3 clusters Score -7179062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -7179083.500000 Penalty: 5417.773438
	Iteration 32Q: 3 clusters Score -7179084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7179101.000000 Penalty: 5417.773438
	Iteration 33Q: 3 clusters Score -7179101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -7179103.500000 Penalty: 5417.773438
	Iteration 34Q: 3 clusters Score -7179104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -7179123.500000 Penalty: 5417.773438
	Iteration 35Q: 3 clusters Score -7179124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -7179150.000000 Penalty: 5417.773438
	Iteration 36Q: 3 clusters Score -7179150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -7179156.500000 Penalty: 5417.773438
	Iteration 37Q: 3 clusters Score -7179156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -7179169.500000 Penalty: 5417.773438
	Iteration 38Q: 3 clusters Score -7179170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -7179188.000000 Penalty: 5417.773438
	Iteration 39Q: 3 clusters Score -7179188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -7179195.000000 Penalty: 5417.773438
	Iteration 40F: 3 clusters Score -7179195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
Score: -7179214.500000 Penalty: 5417.773438
	Iteration 41Q: 3 clusters Score -7179214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -7179223.500000 Penalty: 5417.773438
	Iteration 42Q: 3 clusters Score -7179224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -7179249.500000 Penalty: 5417.773438
	Iteration 43Q: 3 clusters Score -7179250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -7179247.500000 Penalty: 5417.773438
	Iteration 44Q: 3 clusters Score -7179248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -7179242.500000 Penalty: 5417.773438
	Iteration 45Q: 3 clusters Score -7179242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -7179249.000000 Penalty: 5417.773438
	Iteration 46Q: 3 clusters Score -7179249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -7179255.500000 Penalty: 5417.773438
	Iteration 47Q: 3 clusters Score -7179256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -7179262.000000 Penalty: 5417.773438
	Iteration 48Q: 3 clusters Score -7179262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -7179255.500000 Penalty: 5417.773438
	Iteration 49Q: 3 clusters Score -7179256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7179265.000000 Penalty: 5417.773438
	Iteration 50Q: 3 clusters Score -7179265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -7179266.000000 Penalty: 5417.773438
	Iteration 51Q: 3 clusters Score -7179266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7179263.500000 Penalty: 5417.773438
	Iteration 52Q: 3 clusters Score -7179264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -7179267.000000 Penalty: 5417.773438
	Iteration 53Q: 3 clusters Score -7179267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7179271.000000 Penalty: 5417.773438
	Iteration 54Q: 3 clusters Score -7179271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -7179272.000000 Penalty: 5417.773438
	Iteration 55Q: 3 clusters Score -7179272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -7179268.500000 Penalty: 5417.773438
	Iteration 56Q: 3 clusters Score -7179268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -7179272.500000 Penalty: 5417.773438
	Iteration 57Q: 3 clusters Score -7179272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -7179272.500000 Penalty: 5417.773438
	Iteration 58F: 3 clusters Score -7179272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143708 members 
Entering Unmasked Estep 
Score: -18412458.000000 Penalty: 2945.133545
	Iteration 0F: 2 clusters Score -1.841246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -18316968.000000 Penalty: 5890.267090
	Iteration 0F: 3 clusters Score -1.831697e+07 nChanged 68532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -18356880.000000 Penalty: 5890.267090
	Iteration 1F: 3 clusters Score -1.835688e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -18358096.000000 Penalty: 5890.267090
	Iteration 2Q: 3 clusters Score -1.83581e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -18360098.000000 Penalty: 5890.267090
	Iteration 3Q: 3 clusters Score -1.83601e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -18362998.000000 Penalty: 5890.267090
	Iteration 4Q: 3 clusters Score -1.8363e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -18367336.000000 Penalty: 5890.267090
	Iteration 5F: 3 clusters Score -1.836734e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -18373464.000000 Penalty: 5890.267090
	Iteration 6F: 3 clusters Score -1.837346e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 110560 members 
Entering Unmasked Estep 
Score: -18381302.000000 Penalty: 5890.267090
	Iteration 7F: 3 clusters Score -1.83813e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 121001 members 
Entering Unmasked Estep 
Score: -18389936.000000 Penalty: 5890.267090
	Iteration 8F: 3 clusters Score -1.838994e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 130176 members 
Entering Unmasked Estep 
Score: -18398000.000000 Penalty: 5890.267090
	Iteration 9F: 3 clusters Score -1.8398e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 136670 members 
Entering Unmasked Estep 
Score: -18403906.000000 Penalty: 5890.267090
	Iteration 10Q: 3 clusters Score -1.840391e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 140396 members 
Entering Unmasked Estep 
Score: -18407282.000000 Penalty: 5890.267090
	Iteration 11Q: 3 clusters Score -1.840728e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 142112 members 
Entering Unmasked Estep 
Score: -18408694.000000 Penalty: 5890.267090
	Iteration 12Q: 3 clusters Score -1.840869e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 142760 members 
Entering Unmasked Estep 
Score: -18409204.000000 Penalty: 5890.267090
	Iteration 13Q: 3 clusters Score -1.84092e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 143036 members 
Entering Unmasked Estep 
Score: -18409464.000000 Penalty: 5890.267090
	Iteration 14Q: 3 clusters Score -1.840946e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -18409582.000000 Penalty: 5890.267090
	Iteration 15Q: 3 clusters Score -1.840958e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -18409664.000000 Penalty: 5890.267090
	Iteration 16Q: 3 clusters Score -1.840966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 143243 members 
Entering Unmasked Estep 
Score: -18409746.000000 Penalty: 5890.267090
	Iteration 17Q: 3 clusters Score -1.840975e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -18409804.000000 Penalty: 5890.267090
	Iteration 18Q: 3 clusters Score -1.84098e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 143288 members 
Entering Unmasked Estep 
Score: -18409854.000000 Penalty: 5890.267090
	Iteration 19Q: 3 clusters Score -1.840985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -18409900.000000 Penalty: 5890.267090
	Iteration 20F: 3 clusters Score -1.84099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 143312 members 
Entering Unmasked Estep 
Score: -18409908.000000 Penalty: 5890.267090
	Iteration 21Q: 3 clusters Score -1.840991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 143317 members 
Entering Unmasked Estep 
Score: -18409914.000000 Penalty: 5890.267090
	Iteration 22Q: 3 clusters Score -1.840991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -18409908.000000 Penalty: 5890.267090
	Iteration 23Q: 3 clusters Score -1.840991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -18409912.000000 Penalty: 5890.267090
	Iteration 24Q: 3 clusters Score -1.840991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 143326 members 
Entering Unmasked Estep 
Score: -18409902.000000 Penalty: 5890.267090
	Iteration 25Q: 3 clusters Score -1.84099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 143326 members 
Entering Unmasked Estep 
Score: -18409912.000000 Penalty: 5890.267090
	Iteration 26Q: 3 clusters Score -1.840991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -18409918.000000 Penalty: 5890.267090
	Iteration 27Q: 3 clusters Score -1.840992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 143330 members 
Entering Unmasked Estep 
Score: -18409920.000000 Penalty: 5890.267090
	Iteration 28Q: 3 clusters Score -1.840992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -18409916.000000 Penalty: 5890.267090
	Iteration 29Q: 3 clusters Score -1.840992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -18409920.000000 Penalty: 5890.267090
	Iteration 30Q: 3 clusters Score -1.840992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -18409920.000000 Penalty: 5890.267090
	Iteration 31Q: 3 clusters Score -1.840992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 143333 members 
Entering Unmasked Estep 
Score: -18409936.000000 Penalty: 5890.267090
	Iteration 32Q: 3 clusters Score -1.840994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -18409940.000000 Penalty: 5890.267090
	Iteration 33Q: 3 clusters Score -1.840994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -18409938.000000 Penalty: 5890.267090
	Iteration 34Q: 3 clusters Score -1.840994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 143332 members 
Entering Unmasked Estep 
Score: -18409944.000000 Penalty: 5890.267090
	Iteration 35Q: 3 clusters Score -1.840994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -18409942.000000 Penalty: 5890.267090
	Iteration 36Q: 3 clusters Score -1.840994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 143331 members 
Entering Unmasked Estep 
Score: -18409942.000000 Penalty: 5890.267090
	Iteration 37F: 3 clusters Score -1.840994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (203500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203500 members 
Entering Unmasked Estep 
Score: -26011852.000000 Penalty: 3031.408447
	Iteration 0F: 2 clusters Score -2.601185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -25879152.000000 Penalty: 6062.816895
	Iteration 0F: 3 clusters Score -2.587915e+07 nChanged 97909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 102464 members 
Entering Unmasked Estep 
Score: -25936872.000000 Penalty: 6062.816895
	Iteration 1F: 3 clusters Score -2.593687e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -25938540.000000 Penalty: 6062.816895
	Iteration 2Q: 3 clusters Score -2.593854e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -25941384.000000 Penalty: 6062.816895
	Iteration 3Q: 3 clusters Score -2.594138e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 108913 members 
Entering Unmasked Estep 
Score: -25946650.000000 Penalty: 6062.816895
	Iteration 4Q: 3 clusters Score -2.594665e+07 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -25955140.000000 Penalty: 6062.816895
	Iteration 5F: 3 clusters Score -2.595514e+07 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -25967972.000000 Penalty: 6062.816895
	Iteration 6F: 3 clusters Score -2.596797e+07 nChanged 16987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -25984380.000000 Penalty: 6062.816895
	Iteration 7F: 3 clusters Score -2.598438e+07 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 136918 members 
Entering Unmasked Estep 
Score: -25998892.000000 Penalty: 6062.816895
	Iteration 8F: 3 clusters Score -2.599889e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -26004848.000000 Penalty: 6062.816895
	Iteration 9Q: 3 clusters Score -2.600485e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 142835 members 
Entering Unmasked Estep 
Score: -26006784.000000 Penalty: 6062.816895
	Iteration 10Q: 3 clusters Score -2.600678e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 144773 members 
Entering Unmasked Estep 
Score: -26007750.000000 Penalty: 6062.816895
	Iteration 11Q: 3 clusters Score -2.600775e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 146433 members 
Entering Unmasked Estep 
Score: -26008378.000000 Penalty: 6062.816895
	Iteration 12Q: 3 clusters Score -2.600838e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -26008870.000000 Penalty: 6062.816895
	Iteration 13Q: 3 clusters Score -2.600887e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 149485 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2.600931e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -26009632.000000 Penalty: 6062.816895
	Iteration 15Q: 3 clusters Score -2.600963e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -26009868.000000 Penalty: 6062.816895
	Iteration 16Q: 3 clusters Score -2.600987e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -26010066.000000 Penalty: 6062.816895
	Iteration 17Q: 3 clusters Score -2.601007e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -26010296.000000 Penalty: 6062.816895
	Iteration 18Q: 3 clusters Score -2.60103e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -26010422.000000 Penalty: 6062.816895
	Iteration 19Q: 3 clusters Score -2.601042e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -26010564.000000 Penalty: 6062.816895
	Iteration 20F: 3 clusters Score -2.601056e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -26010720.000000 Penalty: 6062.816895
	Iteration 21Q: 3 clusters Score -2.601072e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -26011034.000000 Penalty: 6062.816895
	Iteration 22Q: 3 clusters Score -2.601103e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 160063 members 
Entering Unmasked Estep 
Score: -26011176.000000 Penalty: 6062.816895
	Iteration 23Q: 3 clusters Score -2.601118e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -26011374.000000 Penalty: 6062.816895
	Iteration 24Q: 3 clusters Score -2.601137e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -26011388.000000 Penalty: 6062.816895
	Iteration 25Q: 3 clusters Score -2.601139e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -26011512.000000 Penalty: 6062.816895
	Iteration 26Q: 3 clusters Score -2.601151e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 163786 members 
Entering Unmasked Estep 
Score: -26011620.000000 Penalty: 6062.816895
	Iteration 27Q: 3 clusters Score -2.601162e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -26011740.000000 Penalty: 6062.816895
	Iteration 28Q: 3 clusters Score -2.601174e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -26011792.000000 Penalty: 6062.816895
	Iteration 29Q: 3 clusters Score -2.601179e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 166321 members 
Entering Unmasked Estep 
Score: -26011952.000000 Penalty: 6062.816895
	Iteration 30Q: 3 clusters Score -2.601195e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 167087 members 
Entering Unmasked Estep 
Score: -26012152.000000 Penalty: 6062.816895
	Iteration 31Q: 3 clusters Score -2.601215e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 167820 members 
Entering Unmasked Estep 
Score: -26012170.000000 Penalty: 6062.816895
	Iteration 32Q: 3 clusters Score -2.601217e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -26012284.000000 Penalty: 6062.816895
	Iteration 33Q: 3 clusters Score -2.601228e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -26012338.000000 Penalty: 6062.816895
	Iteration 34Q: 3 clusters Score -2.601234e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -26012354.000000 Penalty: 6062.816895
	Iteration 35Q: 3 clusters Score -2.601235e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 170499 members 
Entering Unmasked Estep 
Score: -26012476.000000 Penalty: 6062.816895
	Iteration 36Q: 3 clusters Score -2.601248e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 171088 members 
Entering Unmasked Estep 
Score: -26012434.000000 Penalty: 6062.816895
	Iteration 37Q: 3 clusters Score -2.601243e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 171674 members 
Entering Unmasked Estep 
Score: -26012502.000000 Penalty: 6062.816895
	Iteration 38Q: 3 clusters Score -2.60125e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 172215 members 
Entering Unmasked Estep 
Score: -26012554.000000 Penalty: 6062.816895
	Iteration 39Q: 3 clusters Score -2.601255e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 172724 members 
Entering Unmasked Estep 
Score: -26012590.000000 Penalty: 6062.816895
	Iteration 40F: 3 clusters Score -2.601259e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 173229 members 
Entering Unmasked Estep 
Score: -26012616.000000 Penalty: 6062.816895
	Iteration 41Q: 3 clusters Score -2.601262e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -26012566.000000 Penalty: 6062.816895
	Iteration 42Q: 3 clusters Score -2.601257e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 174106 members 
Entering Unmasked Estep 
Score: -26012506.000000 Penalty: 6062.816895
	Iteration 43Q: 3 clusters Score -2.601251e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -26012464.000000 Penalty: 6062.816895
	Iteration 44Q: 3 clusters Score -2.601246e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -26012512.000000 Penalty: 6062.816895
	Iteration 45Q: 3 clusters Score -2.601251e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 175362 members 
Entering Unmasked Estep 
Score: -26012584.000000 Penalty: 6062.816895
	Iteration 46Q: 3 clusters Score -2.601258e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -26012592.000000 Penalty: 6062.816895
	Iteration 47Q: 3 clusters Score -2.601259e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -26012634.000000 Penalty: 6062.816895
	Iteration 48Q: 3 clusters Score -2.601263e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 176475 members 
Entering Unmasked Estep 
Score: -26012626.000000 Penalty: 6062.816895
	Iteration 49Q: 3 clusters Score -2.601263e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 176850 members 
Entering Unmasked Estep 
Score: -26012610.000000 Penalty: 6062.816895
	Iteration 50Q: 3 clusters Score -2.601261e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -26012646.000000 Penalty: 6062.816895
	Iteration 51Q: 3 clusters Score -2.601265e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -26012648.000000 Penalty: 6062.816895
	Iteration 52Q: 3 clusters Score -2.601265e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -26012666.000000 Penalty: 6062.816895
	Iteration 53Q: 3 clusters Score -2.601267e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 178395 members 
Entering Unmasked Estep 
Score: -26012696.000000 Penalty: 6062.816895
	Iteration 54Q: 3 clusters Score -2.60127e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -26012692.000000 Penalty: 6062.816895
	Iteration 55Q: 3 clusters Score -2.601269e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -26012706.000000 Penalty: 6062.816895
	Iteration 56Q: 3 clusters Score -2.601271e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -26012662.000000 Penalty: 6062.816895
	Iteration 57Q: 3 clusters Score -2.601266e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 179762 members 
Entering Unmasked Estep 
Score: -26012676.000000 Penalty: 6062.816895
	Iteration 58Q: 3 clusters Score -2.601268e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 180096 members 
Entering Unmasked Estep 
Score: -26012740.000000 Penalty: 6062.816895
	Iteration 59Q: 3 clusters Score -2.601274e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 180449 members 
Entering Unmasked Estep 
Score: -26012668.000000 Penalty: 6062.816895
	Iteration 60F: 3 clusters Score -2.601267e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 180790 members 
Entering Unmasked Estep 
Score: -26012654.000000 Penalty: 6062.816895
	Iteration 61Q: 3 clusters Score -2.601265e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -26012614.000000 Penalty: 6062.816895
	Iteration 62Q: 3 clusters Score -2.601261e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 181402 members 
Entering Unmasked Estep 
Score: -26012628.000000 Penalty: 6062.816895
	Iteration 63Q: 3 clusters Score -2.601263e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 181684 members 
Entering Unmasked Estep 
Score: -26012740.000000 Penalty: 6062.816895
	Iteration 64Q: 3 clusters Score -2.601274e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 181962 members 
Entering Unmasked Estep 
Score: -26012728.000000 Penalty: 6062.816895
	Iteration 65Q: 3 clusters Score -2.601273e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 182248 members 
Entering Unmasked Estep 
Score: -26012742.000000 Penalty: 6062.816895
	Iteration 66Q: 3 clusters Score -2.601274e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 182520 members 
Entering Unmasked Estep 
Score: -26012738.000000 Penalty: 6062.816895
	Iteration 67Q: 3 clusters Score -2.601274e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 182811 members 
Entering Unmasked Estep 
Score: -26012718.000000 Penalty: 6062.816895
	Iteration 68Q: 3 clusters Score -2.601272e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 183102 members 
Entering Unmasked Estep 
Score: -26012708.000000 Penalty: 6062.816895
	Iteration 69Q: 3 clusters Score -2.601271e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 183394 members 
Entering Unmasked Estep 
Score: -26012768.000000 Penalty: 6062.816895
	Iteration 70Q: 3 clusters Score -2.601277e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 183695 members 
Entering Unmasked Estep 
Score: -26012782.000000 Penalty: 6062.816895
	Iteration 71Q: 3 clusters Score -2.601278e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -26012794.000000 Penalty: 6062.816895
	Iteration 72Q: 3 clusters Score -2.601279e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 184284 members 
Entering Unmasked Estep 
Score: -26012770.000000 Penalty: 6062.816895
	Iteration 73Q: 3 clusters Score -2.601277e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 184586 members 
Entering Unmasked Estep 
Score: -26012816.000000 Penalty: 6062.816895
	Iteration 74Q: 3 clusters Score -2.601282e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 184902 members 
Entering Unmasked Estep 
Score: -26012826.000000 Penalty: 6062.816895
	Iteration 75Q: 3 clusters Score -2.601283e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 185185 members 
Entering Unmasked Estep 
Score: -26012754.000000 Penalty: 6062.816895
	Iteration 76Q: 3 clusters Score -2.601275e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 185447 members 
Entering Unmasked Estep 
Score: -26012720.000000 Penalty: 6062.816895
	Iteration 77Q: 3 clusters Score -2.601272e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 185708 members 
Entering Unmasked Estep 
Score: -26012712.000000 Penalty: 6062.816895
	Iteration 78Q: 3 clusters Score -2.601271e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 185968 members 
Entering Unmasked Estep 
Score: -26012722.000000 Penalty: 6062.816895
	Iteration 79Q: 3 clusters Score -2.601272e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 186206 members 
Entering Unmasked Estep 
Score: -26012704.000000 Penalty: 6062.816895
	Iteration 80F: 3 clusters Score -2.60127e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 186419 members 
Entering Unmasked Estep 
Score: -26012586.000000 Penalty: 6062.816895
	Iteration 81Q: 3 clusters Score -2.601259e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 186655 members 
Entering Unmasked Estep 
Score: -26012628.000000 Penalty: 6062.816895
	Iteration 82Q: 3 clusters Score -2.601263e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -26012594.000000 Penalty: 6062.816895
	Iteration 83Q: 3 clusters Score -2.601259e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 187115 members 
Entering Unmasked Estep 
Score: -26012602.000000 Penalty: 6062.816895
	Iteration 84Q: 3 clusters Score -2.60126e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 187358 members 
Entering Unmasked Estep 
Score: -26012674.000000 Penalty: 6062.816895
	Iteration 85Q: 3 clusters Score -2.601267e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 187565 members 
Entering Unmasked Estep 
Score: -26012648.000000 Penalty: 6062.816895
	Iteration 86Q: 3 clusters Score -2.601265e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 187750 members 
Entering Unmasked Estep 
Score: -26012648.000000 Penalty: 6062.816895
	Iteration 87Q: 3 clusters Score -2.601265e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 187945 members 
Entering Unmasked Estep 
Score: -26012682.000000 Penalty: 6062.816895
	Iteration 88Q: 3 clusters Score -2.601268e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 188118 members 
Entering Unmasked Estep 
Score: -26012670.000000 Penalty: 6062.816895
	Iteration 89Q: 3 clusters Score -2.601267e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 188283 members 
Entering Unmasked Estep 
Score: -26012650.000000 Penalty: 6062.816895
	Iteration 90Q: 3 clusters Score -2.601265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -26012642.000000 Penalty: 6062.816895
	Iteration 91Q: 3 clusters Score -2.601264e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 188585 members 
Entering Unmasked Estep 
Score: -26012610.000000 Penalty: 6062.816895
	Iteration 92Q: 3 clusters Score -2.601261e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 188729 members 
Entering Unmasked Estep 
Score: -26012610.000000 Penalty: 6062.816895
	Iteration 93Q: 3 clusters Score -2.601261e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 188883 members 
Entering Unmasked Estep 
Score: -26012680.000000 Penalty: 6062.816895
	Iteration 94Q: 3 clusters Score -2.601268e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 189025 members 
Entering Unmasked Estep 
Score: -26012652.000000 Penalty: 6062.816895
	Iteration 95Q: 3 clusters Score -2.601265e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 189176 members 
Entering Unmasked Estep 
Score: -26012668.000000 Penalty: 6062.816895
	Iteration 96Q: 3 clusters Score -2.601267e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 189326 members 
Entering Unmasked Estep 
Score: -26012648.000000 Penalty: 6062.816895
	Iteration 97Q: 3 clusters Score -2.601265e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 189486 members 
Entering Unmasked Estep 
Score: -26012632.000000 Penalty: 6062.816895
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 189657 members 
Entering Unmasked Estep 
Score: -26012616.000000 Penalty: 6062.816895
	Iteration 99Q: 3 clusters Score -2.601262e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 189796 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.601259e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.601255e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 190068 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.601254e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 190197 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.601251e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 190347 members 
Entering Unmasked Estep 
Score: -26012524.000000 Penalty: 6062.816895
	Iteration 104Q: 3 clusters Score -2.601252e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 190491 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.601249e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 190624 members 
Entering Unmasked Estep 
Score: -26012468.000000 Penalty: 6062.816895
	Iteration 106Q: 3 clusters Score -2.601247e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 190763 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.601246e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 190901 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.601246e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 191017 members 
Entering Unmasked Estep 
Score: -26012412.000000 Penalty: 6062.816895
	Iteration 109Q: 3 clusters Score -2.601241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 191106 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.601239e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 191199 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.601238e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 191283 members 
Entering Unmasked Estep 
Score: -26012418.000000 Penalty: 6062.816895
	Iteration 112Q: 3 clusters Score -2.601242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 191359 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.601235e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 191427 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.601233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 191489 members 
Entering Unmasked Estep 
Score: -26012330.000000 Penalty: 6062.816895
	Iteration 115Q: 3 clusters Score -2.601233e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 191554 members 
Entering Unmasked Estep 
Score: -26012322.000000 Penalty: 6062.816895
	Iteration 116Q: 3 clusters Score -2.601232e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 191613 members 
Entering Unmasked Estep 
Score: -26012320.000000 Penalty: 6062.816895
	Iteration 117Q: 3 clusters Score -2.601232e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 191654 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.601234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 191698 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.601233e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 191748 members 
Entering Unmasked Estep 
Score: -26012332.000000 Penalty: 6062.816895
	Iteration 120F: 3 clusters Score -2.601233e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 191806 members 
Entering Unmasked Estep 
Score: -26012338.000000 Penalty: 6062.816895
	Iteration 121Q: 3 clusters Score -2.601234e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 191856 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.601234e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 191903 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.601232e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 191952 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.60123e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 191993 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.60123e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 192038 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.601228e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 192079 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.601227e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 192121 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.601226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 192159 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.601225e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 192196 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.601224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 192237 members 
Entering Unmasked Estep 
Score: -26012228.000000 Penalty: 6062.816895
	Iteration 131Q: 3 clusters Score -2.601223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 192274 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.601223e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 192308 members 
Entering Unmasked Estep 
Score: -26012212.000000 Penalty: 6062.816895
	Iteration 133Q: 3 clusters Score -2.601221e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 192346 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.601223e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 192383 members 
Entering Unmasked Estep 
Score: -26012200.000000 Penalty: 6062.816895
	Iteration 135Q: 3 clusters Score -2.60122e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 192417 members 
Entering Unmasked Estep 
Score: -26012204.000000 Penalty: 6062.816895
	Iteration 136Q: 3 clusters Score -2.60122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 192444 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.601218e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 192472 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.601218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 192500 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.601218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 192527 members 
Entering Unmasked Estep 
Score: -26012194.000000 Penalty: 6062.816895
	Iteration 140F: 3 clusters Score -2.601219e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 192559 members 
Entering Unmasked Estep 
Score: -26012190.000000 Penalty: 6062.816895
	Iteration 141Q: 3 clusters Score -2.601219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -26012150.000000 Penalty: 6062.816895
	Iteration 142Q: 3 clusters Score -2.601215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 192635 members 
Entering Unmasked Estep 
Score: -26012146.000000 Penalty: 6062.816895
	Iteration 143Q: 3 clusters Score -2.601215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 192674 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.601216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 192714 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.601211e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 192755 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.60121e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 192790 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.60121e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 192829 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.60121e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 192859 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.60121e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 192889 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.601209e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 192929 members 
Entering Unmasked Estep 
Score: -26012080.000000 Penalty: 6062.816895
	Iteration 151Q: 3 clusters Score -2.601208e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 192962 members 
Entering Unmasked Estep 
Score: -26012086.000000 Penalty: 6062.816895
	Iteration 152Q: 3 clusters Score -2.601209e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 192993 members 
Entering Unmasked Estep 
Score: -26012084.000000 Penalty: 6062.816895
	Iteration 153Q: 3 clusters Score -2.601208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 193027 members 
Entering Unmasked Estep 
Score: -26012068.000000 Penalty: 6062.816895
	Iteration 154Q: 3 clusters Score -2.601207e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 193063 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.601207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 193093 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.601205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 193126 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.601206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 193157 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.601202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 193186 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.601205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 193215 members 
Entering Unmasked Estep 
Score: -26012040.000000 Penalty: 6062.816895
	Iteration 160F: 3 clusters Score -2.601204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.601205e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.601202e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 193300 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.601204e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 193323 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.601202e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 193346 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.601198e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 193363 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.601198e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 193374 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.601197e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 193389 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.601198e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 193411 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.601199e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 193435 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.601201e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 193458 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.601197e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 193476 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.601196e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 193497 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.601198e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 193517 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.601196e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 193541 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.601199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 193562 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.601197e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 193581 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.601198e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 193603 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.601198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 193625 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.601197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 193647 members 
Entering Unmasked Estep 
Score: -26011962.000000 Penalty: 6062.816895
	Iteration 180F: 3 clusters Score -2.601196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 193673 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.601197e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 193701 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.601198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 193731 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.601198e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 193760 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.601198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
Score: -26011946.000000 Penalty: 6062.816895
	Iteration 185Q: 3 clusters Score -2.601195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 193798 members 
Entering Unmasked Estep 
Score: -26011952.000000 Penalty: 6062.816895
	Iteration 186Q: 3 clusters Score -2.601195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 193814 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.601193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 193839 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.60119e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 193872 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.601189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 193898 members 
Entering Unmasked Estep 
Score: -26011886.000000 Penalty: 6062.816895
	Iteration 190Q: 3 clusters Score -2.601189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 193925 members 
Entering Unmasked Estep 
Score: -26011862.000000 Penalty: 6062.816895
	Iteration 191Q: 3 clusters Score -2.601186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 193963 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.601186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -26011820.000000 Penalty: 6062.816895
	Iteration 193Q: 3 clusters Score -2.601182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 194021 members 
Entering Unmasked Estep 
Score: -26011824.000000 Penalty: 6062.816895
	Iteration 194Q: 3 clusters Score -2.601182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 194053 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.601183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 194078 members 
Entering Unmasked Estep 
Score: -26011826.000000 Penalty: 6062.816895
	Iteration 196Q: 3 clusters Score -2.601183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 194097 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.60118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 194118 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.601179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 194141 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.601177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 194169 members 
Entering Unmasked Estep 
Score: -26011748.000000 Penalty: 6062.816895
	Iteration 200F: 3 clusters Score -2.601175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 194202 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2.601176e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 194232 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2.601174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 194261 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.60117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 194284 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.601169e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 194310 members 
Entering Unmasked Estep 
Score: -26011678.000000 Penalty: 6062.816895
	Iteration 205Q: 3 clusters Score -2.601168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 194339 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.601171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 194366 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2.60117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2.601169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 194424 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2.60117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2.60117e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 194493 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.601167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2.601169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 194562 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.601166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 194587 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2.601168e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.601169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 194631 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2.601166e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 194646 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.601165e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2.601161e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2.601161e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 194689 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2.60116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 194697 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.60116e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 194707 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2.601159e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 194713 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2.601159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 194718 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2.60116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 194723 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2.601161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 194729 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.601161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 194733 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.601161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 194737 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2.601161e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 194745 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2.60116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 194755 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2.601162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2.601163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 194775 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2.60116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 194785 members 
Entering Unmasked Estep 
Score: -26011614.000000 Penalty: 6062.816895
	Iteration 233Q: 3 clusters Score -2.601161e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 194796 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2.60116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 194798 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2.601162e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 194803 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2.601161e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 194811 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2.601162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 194819 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2.601162e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 194832 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2.601162e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 194847 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2.601161e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 194864 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2.60116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 194882 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2.601161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 194904 members 
Entering Unmasked Estep 
Score: -26011638.000000 Penalty: 6062.816895
	Iteration 243Q: 3 clusters Score -2.601164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 194923 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2.601164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 194944 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2.601164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 194958 members 
Entering Unmasked Estep 
Score: -26011612.000000 Penalty: 6062.816895
	Iteration 246Q: 3 clusters Score -2.601161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 194967 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2.601161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 194978 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2.601161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2.601161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 195004 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2.601159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 195018 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2.601162e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 195042 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2.601159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 195066 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2.601159e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 195089 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2.601159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 195106 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2.601158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 195122 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2.60116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 195136 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2.601157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 195158 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -2.601153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 195167 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -2.601153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 195173 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2.601153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 195176 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2.601153e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 195178 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -2.601154e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195183 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -2.601154e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195189 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2.601152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 195195 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2.601153e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195200 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -2.601153e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195205 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -2.601153e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -26011546.000000 Penalty: 6062.816895
	Iteration 268Q: 3 clusters Score -2.601155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 195214 members 
Entering Unmasked Estep 
Score: -26011538.000000 Penalty: 6062.816895
	Iteration 269Q: 3 clusters Score -2.601154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 195221 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2.601153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 195230 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2.601152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 195240 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2.60115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -2.601152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 195271 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2.601151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 195283 members 
Entering Unmasked Estep 
Score: -26011524.000000 Penalty: 6062.816895
	Iteration 275Q: 3 clusters Score -2.601152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 195295 members 
Entering Unmasked Estep 
Score: -26011520.000000 Penalty: 6062.816895
	Iteration 276Q: 3 clusters Score -2.601152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -26011502.000000 Penalty: 6062.816895
	Iteration 277Q: 3 clusters Score -2.60115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 195319 members 
Entering Unmasked Estep 
Score: -26011516.000000 Penalty: 6062.816895
	Iteration 278Q: 3 clusters Score -2.601152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 195335 members 
Entering Unmasked Estep 
Score: -26011518.000000 Penalty: 6062.816895
	Iteration 279Q: 3 clusters Score -2.601152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 195356 members 
Entering Unmasked Estep 
Score: -26011520.000000 Penalty: 6062.816895
	Iteration 280F: 3 clusters Score -2.601152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 195381 members 
Entering Unmasked Estep 
Score: -26011510.000000 Penalty: 6062.816895
	Iteration 281Q: 3 clusters Score -2.601151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 195404 members 
Entering Unmasked Estep 
Score: -26011502.000000 Penalty: 6062.816895
	Iteration 282Q: 3 clusters Score -2.60115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 195429 members 
Entering Unmasked Estep 
Score: -26011500.000000 Penalty: 6062.816895
	Iteration 283Q: 3 clusters Score -2.60115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 195455 members 
Entering Unmasked Estep 
Score: -26011502.000000 Penalty: 6062.816895
	Iteration 284Q: 3 clusters Score -2.60115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 195479 members 
Entering Unmasked Estep 
Score: -26011536.000000 Penalty: 6062.816895
	Iteration 285Q: 3 clusters Score -2.601154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -26011542.000000 Penalty: 6062.816895
	Iteration 286Q: 3 clusters Score -2.601154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 195519 members 
Entering Unmasked Estep 
Score: -26011522.000000 Penalty: 6062.816895
	Iteration 287Q: 3 clusters Score -2.601152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 195540 members 
Entering Unmasked Estep 
Score: -26011540.000000 Penalty: 6062.816895
	Iteration 288Q: 3 clusters Score -2.601154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 195560 members 
Entering Unmasked Estep 
Score: -26011518.000000 Penalty: 6062.816895
	Iteration 289Q: 3 clusters Score -2.601152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 195577 members 
Entering Unmasked Estep 
Score: -26011540.000000 Penalty: 6062.816895
	Iteration 290Q: 3 clusters Score -2.601154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 195594 members 
Entering Unmasked Estep 
Score: -26011534.000000 Penalty: 6062.816895
	Iteration 291Q: 3 clusters Score -2.601153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 195611 members 
Entering Unmasked Estep 
Score: -26011532.000000 Penalty: 6062.816895
	Iteration 292Q: 3 clusters Score -2.601153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -26011542.000000 Penalty: 6062.816895
	Iteration 293Q: 3 clusters Score -2.601154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 195630 members 
Entering Unmasked Estep 
Score: -26011548.000000 Penalty: 6062.816895
	Iteration 294Q: 3 clusters Score -2.601155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 195645 members 
Entering Unmasked Estep 
Score: -26011528.000000 Penalty: 6062.816895
	Iteration 295Q: 3 clusters Score -2.601153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 195663 members 
Entering Unmasked Estep 
Score: -26011520.000000 Penalty: 6062.816895
	Iteration 296Q: 3 clusters Score -2.601152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 195678 members 
Entering Unmasked Estep 
Score: -26011514.000000 Penalty: 6062.816895
	Iteration 297Q: 3 clusters Score -2.601151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 195690 members 
Entering Unmasked Estep 
Score: -26011518.000000 Penalty: 6062.816895
	Iteration 298Q: 3 clusters Score -2.601152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 195701 members 
Entering Unmasked Estep 
Score: -26011516.000000 Penalty: 6062.816895
	Iteration 299Q: 3 clusters Score -2.601152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 195708 members 
Entering Unmasked Estep 
Score: -26011530.000000 Penalty: 6062.816895
	Iteration 300F: 3 clusters Score -2.601153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 195712 members 
Entering Unmasked Estep 
Score: -26011526.000000 Penalty: 6062.816895
	Iteration 301Q: 3 clusters Score -2.601153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 195718 members 
Entering Unmasked Estep 
Score: -26011528.000000 Penalty: 6062.816895
	Iteration 302Q: 3 clusters Score -2.601153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 195727 members 
Entering Unmasked Estep 
Score: -26011520.000000 Penalty: 6062.816895
	Iteration 303Q: 3 clusters Score -2.601152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 195735 members 
Entering Unmasked Estep 
Score: -26011524.000000 Penalty: 6062.816895
	Iteration 304Q: 3 clusters Score -2.601152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 195745 members 
Entering Unmasked Estep 
Score: -26011512.000000 Penalty: 6062.816895
	Iteration 305Q: 3 clusters Score -2.601151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 195753 members 
Entering Unmasked Estep 
Score: -26011514.000000 Penalty: 6062.816895
	Iteration 306Q: 3 clusters Score -2.601151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -26011504.000000 Penalty: 6062.816895
	Iteration 307Q: 3 clusters Score -2.60115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 195766 members 
Entering Unmasked Estep 
Score: -26011498.000000 Penalty: 6062.816895
	Iteration 308Q: 3 clusters Score -2.60115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 195773 members 
Entering Unmasked Estep 
Score: -26011514.000000 Penalty: 6062.816895
	Iteration 309Q: 3 clusters Score -2.601151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 195780 members 
Entering Unmasked Estep 
Score: -26011522.000000 Penalty: 6062.816895
	Iteration 310Q: 3 clusters Score -2.601152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -26011508.000000 Penalty: 6062.816895
	Iteration 311Q: 3 clusters Score -2.601151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -26011512.000000 Penalty: 6062.816895
	Iteration 312Q: 3 clusters Score -2.601151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 195814 members 
Entering Unmasked Estep 
Score: -26011520.000000 Penalty: 6062.816895
	Iteration 313Q: 3 clusters Score -2.601152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 195826 members 
Entering Unmasked Estep 
Score: -26011510.000000 Penalty: 6062.816895
	Iteration 314Q: 3 clusters Score -2.601151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 195838 members 
Entering Unmasked Estep 
Score: -26011484.000000 Penalty: 6062.816895
	Iteration 315Q: 3 clusters Score -2.601148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 195845 members 
Entering Unmasked Estep 
Score: -26011500.000000 Penalty: 6062.816895
	Iteration 316Q: 3 clusters Score -2.60115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 195852 members 
Entering Unmasked Estep 
Score: -26011506.000000 Penalty: 6062.816895
	Iteration 317Q: 3 clusters Score -2.601151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 195858 members 
Entering Unmasked Estep 
Score: -26011494.000000 Penalty: 6062.816895
	Iteration 318Q: 3 clusters Score -2.601149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 195865 members 
Entering Unmasked Estep 
Score: -26011524.000000 Penalty: 6062.816895
	Iteration 319Q: 3 clusters Score -2.601152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 195868 members 
Entering Unmasked Estep 
Score: -26011508.000000 Penalty: 6062.816895
	Iteration 320F: 3 clusters Score -2.601151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 195871 members 
Entering Unmasked Estep 
Score: -26011516.000000 Penalty: 6062.816895
	Iteration 321Q: 3 clusters Score -2.601152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 195878 members 
Entering Unmasked Estep 
Score: -26011518.000000 Penalty: 6062.816895
	Iteration 322Q: 3 clusters Score -2.601152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -26011530.000000 Penalty: 6062.816895
	Iteration 323Q: 3 clusters Score -2.601153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -26011512.000000 Penalty: 6062.816895
	Iteration 324Q: 3 clusters Score -2.601151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 195891 members 
Entering Unmasked Estep 
Score: -26011506.000000 Penalty: 6062.816895
	Iteration 325Q: 3 clusters Score -2.601151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 195893 members 
Entering Unmasked Estep 
Score: -26011518.000000 Penalty: 6062.816895
	Iteration 326Q: 3 clusters Score -2.601152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 195893 members 
Entering Unmasked Estep 
Score: -26011518.000000 Penalty: 6062.816895
	Iteration 327F: 3 clusters Score -2.601152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -554554.250000 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -554554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -550359.500000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -550359.5 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -551277.750000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -551277.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -551447.625000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -551447.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551554.000000 Penalty: 4165.499512
	Iteration 3Q: 3 clusters Score -551554 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -551639.125000 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -551639.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -551702.250000 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -551702.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -551746.437500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -551746.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -551775.750000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -551775.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -551803.062500 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -551803.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -551824.750000 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -551824.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -551850.062500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -551850.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -551870.750000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -551870.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -551889.937500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -551889.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -551911.125000 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -551911.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -551934.000000 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -551934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -551958.687500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -551958.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -551981.187500 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -551981.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -551999.812500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -551999.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -552015.562500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -552015.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -552029.750000 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -552029.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -552039.687500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -552039.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -552047.375000 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -552047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -552055.187500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -552055.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -552064.625000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -552064.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -552074.812500 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -552074.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -552080.937500 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -552080.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -552093.687500 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -552093.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -552105.312500 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -552105.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -552123.125000 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -552123.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -552138.187500 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -552138.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -552156.375000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -552156.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -552179.000000 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -552179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -552206.812500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -552206.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -552238.750000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -552238.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -552268.937500 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -552268.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -552299.000000 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -552299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -552326.812500 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -552326.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -552350.250000 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -552350.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -552378.937500 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -552378.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -552398.250000 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -552398.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -552418.187500 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -552418.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -552442.500000 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -552442.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -552465.875000 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -552465.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -552493.937500 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -552493.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -552510.500000 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -552510.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -552523.500000 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -552523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -552535.437500 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -552535.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -552545.500000 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -552545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -552551.625000 Penalty: 4165.499512
	Iteration 48Q: 3 clusters Score -552551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -552561.750000 Penalty: 4165.499512
	Iteration 49Q: 3 clusters Score -552561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -552570.437500 Penalty: 4165.499512
	Iteration 50Q: 3 clusters Score -552570.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -552577.062500 Penalty: 4165.499512
	Iteration 51Q: 3 clusters Score -552577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -552584.062500 Penalty: 4165.499512
	Iteration 52Q: 3 clusters Score -552584.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -552594.375000 Penalty: 4165.499512
	Iteration 53Q: 3 clusters Score -552594.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -552609.187500 Penalty: 4165.499512
	Iteration 54Q: 3 clusters Score -552609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -552624.375000 Penalty: 4165.499512
	Iteration 55Q: 3 clusters Score -552624.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -552635.187500 Penalty: 4165.499512
	Iteration 56Q: 3 clusters Score -552635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -552643.312500 Penalty: 4165.499512
	Iteration 57Q: 3 clusters Score -552643.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -552652.250000 Penalty: 4165.499512
	Iteration 58Q: 3 clusters Score -552652.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -552659.625000 Penalty: 4165.499512
	Iteration 59Q: 3 clusters Score -552659.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -552668.562500 Penalty: 4165.499512
	Iteration 60F: 3 clusters Score -552668.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -552680.812500 Penalty: 4165.499512
	Iteration 61Q: 3 clusters Score -552680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -552686.562500 Penalty: 4165.499512
	Iteration 62Q: 3 clusters Score -552686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -552691.750000 Penalty: 4165.499512
	Iteration 63Q: 3 clusters Score -552691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -552696.250000 Penalty: 4165.499512
	Iteration 64Q: 3 clusters Score -552696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -552699.187500 Penalty: 4165.499512
	Iteration 65Q: 3 clusters Score -552699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -552701.750000 Penalty: 4165.499512
	Iteration 66Q: 3 clusters Score -552701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -552701.500000 Penalty: 4165.499512
	Iteration 67Q: 3 clusters Score -552701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -552701.000000 Penalty: 4165.499512
	Iteration 68Q: 3 clusters Score -552701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -552701.000000 Penalty: 4165.499512
	Iteration 69F: 3 clusters Score -552701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 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 300 members 
Entering Unmasked Estep 
Score: -62856.203125 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62856.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63088.925781 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63088.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63222.914062 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63222.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63335.230469 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -63335.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63474.671875 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -63474.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63550.722656 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -63550.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63671.527344 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -63671.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63785.000000 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -63785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63887.398438 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -63887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63956.785156 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -63956.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64037.929688 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -64037.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64204.972656 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -64204.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64377.117188 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -64377.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -64483.714844 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -64483.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64556.652344 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -64556.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64761.894531 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -64761.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64765.492188 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -64765.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64769.175781 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -64769.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64772.039062 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -64772.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64773.300781 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -64773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64773.300781 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -64773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 143708 members 
Mstep: Class 3 contains 203500 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178628 members 
Mstep: Class 12 contains 176396 members 
Mstep: Class 13 contains 78912 members 
Mstep: Class 14 contains 212246 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 62586 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 219 members 
Entering Unmasked Estep 
Score: -149686016.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687584.000000 to -149686016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -986396.312500 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -986396.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -980257.562500 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -980257.6 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -981818.375000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -981818.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -982054.500000 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -982054.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -982193.437500 Penalty: 4431.686035
	Iteration 3Q: 3 clusters Score -982193.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -982284.187500 Penalty: 4431.686035
	Iteration 4Q: 3 clusters Score -982284.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -982360.625000 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -982360.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -982421.187500 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -982421.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -982464.625000 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -982464.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -982502.500000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -982502.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -982537.875000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -982537.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -982570.875000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -982570.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -982598.125000 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -982598.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -982631.000000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -982631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -982668.875000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -982668.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -982710.687500 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -982710.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -982750.375000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -982750.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -982812.375000 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -982812.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -982887.125000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -982887.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -982971.875000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -982971.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -983071.562500 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -983071.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -983180.625000 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -983180.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -983308.187500 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -983308.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -983443.000000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -983443 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -983585.250000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -983585.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -983738.000000 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -983738 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -983897.437500 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -983897.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -984047.875000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -984047.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -984169.562500 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -984169.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -984227.687500 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -984227.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -984296.312500 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -984296.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -984340.875000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -984340.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -984358.750000 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -984358.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -984375.687500 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -984375.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -984396.875000 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -984396.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -984411.437500 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -984411.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -984418.000000 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -984418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -984421.687500 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -984421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -984421.937500 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -984421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -984421.937500 Penalty: 4431.686035
	Iteration 38F: 3 clusters Score -984421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21935.294922 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -21935.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22080.007812 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22080.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22144.542969 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -22144.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22168.472656 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22168.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22213.996094 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22219.921875 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22219.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22227.269531 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22227.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22231.539062 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22231.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22231.539062 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -22231.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Entering Unmasked Estep 
Score: -221038.593750 Penalty: 1866.759521
	Iteration 0F: 2 clusters Score -221038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -218548.125000 Penalty: 3733.519043
	Iteration 0F: 3 clusters Score -218548.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -218983.140625 Penalty: 3733.519043
	Iteration 1F: 3 clusters Score -218983.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -219100.203125 Penalty: 3733.519043
	Iteration 2F: 3 clusters Score -219100.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219158.218750 Penalty: 3733.519043
	Iteration 3Q: 3 clusters Score -219158.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219188.171875 Penalty: 3733.519043
	Iteration 4Q: 3 clusters Score -219188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -219205.390625 Penalty: 3733.519043
	Iteration 5Q: 3 clusters Score -219205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -219212.406250 Penalty: 3733.519043
	Iteration 6Q: 3 clusters Score -219212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219218.953125 Penalty: 3733.519043
	Iteration 7Q: 3 clusters Score -219219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -219225.390625 Penalty: 3733.519043
	Iteration 8Q: 3 clusters Score -219225.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -219231.421875 Penalty: 3733.519043
	Iteration 9Q: 3 clusters Score -219231.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -219237.140625 Penalty: 3733.519043
	Iteration 10Q: 3 clusters Score -219237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -219241.812500 Penalty: 3733.519043
	Iteration 11Q: 3 clusters Score -219241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219242.796875 Penalty: 3733.519043
	Iteration 12Q: 3 clusters Score -219242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219243.218750 Penalty: 3733.519043
	Iteration 13Q: 3 clusters Score -219243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219243.218750 Penalty: 3733.519043
	Iteration 14F: 3 clusters Score -219243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56657.632812 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56657.63 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57003.585938 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -57003.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57179.382812 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -57179.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57288.191406 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -57288.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57412.042969 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -57412.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57490.273438 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -57490.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57525.015625 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -57525.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57572.492188 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -57572.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57583.453125 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -57583.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57591.492188 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -57591.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57595.066406 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -57595.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57605.218750 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -57605.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57617.281250 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -57617.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57626.613281 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -57626.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -57628.062500 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -57628.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57632.167969 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -57632.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57635.058594 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -57635.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57637.597656 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -57637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57642.656250 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -57642.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57648.300781 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -57648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57651.109375 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -57651.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57679.304688 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -57679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57735.964844 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -57735.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57815.527344 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -57815.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57966.871094 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -57966.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58105.843750 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -58105.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58139.277344 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -58139.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58146.726562 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -58146.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58146.726562 Penalty: 3116.930664
	Iteration 28F: 3 clusters Score -58146.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 143708 members 
Mstep: Class 3 contains 203500 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 132 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178628 members 
Mstep: Class 12 contains 176396 members 
Mstep: Class 13 contains 78912 members 
Mstep: Class 14 contains 212246 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 62586 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 404 members 
Entering Unmasked Estep 
Score: -149685760.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149687584.000000 to -149685760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 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 319 members 
Entering Unmasked Estep 
Score: -73382.242188 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73382.24 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73606.023438 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73606.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73679.953125 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73679.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73712.640625 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73712.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73726.867188 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73726.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73744.429688 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -73744.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73755.132812 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -73755.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73762.757812 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -73762.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73768.179688 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -73768.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73780.445312 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -73780.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73793.234375 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -73793.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73811.203125 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -73811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73825.203125 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -73825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73848.500000 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -73848.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73878.421875 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -73878.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73908.453125 Penalty: 3217.891357
	Iteration 15Q: 3 clusters Score -73908.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73932.523438 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -73932.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73988.101562 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -73988.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74038.500000 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -74038.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74061.171875 Penalty: 3217.891357
	Iteration 19Q: 3 clusters Score -74061.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74076.070312 Penalty: 3217.891357
	Iteration 20F: 3 clusters Score -74076.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74083.250000 Penalty: 3217.891357
	Iteration 21Q: 3 clusters Score -74083.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74086.734375 Penalty: 3217.891357
	Iteration 22Q: 3 clusters Score -74086.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74086.734375 Penalty: 3217.891357
	Iteration 23F: 3 clusters Score -74086.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178628 members 
Entering Unmasked Estep 
Score: -22851400.000000 Penalty: 2999.079102
	Iteration 0F: 2 clusters Score -2.28514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -22733504.000000 Penalty: 5998.158203
	Iteration 0F: 3 clusters Score -2.27335e+07 nChanged 85627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -22783340.000000 Penalty: 5998.158203
	Iteration 1F: 3 clusters Score -2.278334e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -22784606.000000 Penalty: 5998.158203
	Iteration 2Q: 3 clusters Score -2.278461e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -22786180.000000 Penalty: 5998.158203
	Iteration 3Q: 3 clusters Score -2.278618e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -22788612.000000 Penalty: 5998.158203
	Iteration 4Q: 3 clusters Score -2.278861e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -22792254.000000 Penalty: 5998.158203
	Iteration 5Q: 3 clusters Score -2.279225e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -22797726.000000 Penalty: 5998.158203
	Iteration 6F: 3 clusters Score -2.279773e+07 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109454 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -22805642.000000 Penalty: 5998.158203
	Iteration 7F: 3 clusters Score -2.280564e+07 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -22814642.000000 Penalty: 5998.158203
	Iteration 8F: 3 clusters Score -2.281464e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125234 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -22824672.000000 Penalty: 5998.158203
	Iteration 9F: 3 clusters Score -2.282467e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -22833490.000000 Penalty: 5998.158203
	Iteration 10F: 3 clusters Score -2.283349e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -22838646.000000 Penalty: 5998.158203
	Iteration 11Q: 3 clusters Score -2.283865e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140919 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -22841124.000000 Penalty: 5998.158203
	Iteration 12Q: 3 clusters Score -2.284112e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -22842468.000000 Penalty: 5998.158203
	Iteration 13Q: 3 clusters Score -2.284247e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -22843618.000000 Penalty: 5998.158203
	Iteration 14Q: 3 clusters Score -2.284362e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149867 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -22844560.000000 Penalty: 5998.158203
	Iteration 15Q: 3 clusters Score -2.284456e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -22845514.000000 Penalty: 5998.158203
	Iteration 16Q: 3 clusters Score -2.284551e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -22846190.000000 Penalty: 5998.158203
	Iteration 17Q: 3 clusters Score -2.284619e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -22846986.000000 Penalty: 5998.158203
	Iteration 18Q: 3 clusters Score -2.284699e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -22847784.000000 Penalty: 5998.158203
	Iteration 19Q: 3 clusters Score -2.284778e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160665 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -22848612.000000 Penalty: 5998.158203
	Iteration 20F: 3 clusters Score -2.284861e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -22849154.000000 Penalty: 5998.158203
	Iteration 21Q: 3 clusters Score -2.284915e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -22849556.000000 Penalty: 5998.158203
	Iteration 22Q: 3 clusters Score -2.284956e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -22849992.000000 Penalty: 5998.158203
	Iteration 23Q: 3 clusters Score -2.284999e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -22850190.000000 Penalty: 5998.158203
	Iteration 24Q: 3 clusters Score -2.285019e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167067 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -22850354.000000 Penalty: 5998.158203
	Iteration 25Q: 3 clusters Score -2.285035e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -22850698.000000 Penalty: 5998.158203
	Iteration 26Q: 3 clusters Score -2.28507e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168881 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -22850894.000000 Penalty: 5998.158203
	Iteration 27Q: 3 clusters Score -2.285089e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169642 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -22850962.000000 Penalty: 5998.158203
	Iteration 28Q: 3 clusters Score -2.285096e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -22851082.000000 Penalty: 5998.158203
	Iteration 29Q: 3 clusters Score -2.285108e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170868 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -22851120.000000 Penalty: 5998.158203
	Iteration 30Q: 3 clusters Score -2.285112e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -22851190.000000 Penalty: 5998.158203
	Iteration 31Q: 3 clusters Score -2.285119e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -22851202.000000 Penalty: 5998.158203
	Iteration 32Q: 3 clusters Score -2.28512e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172210 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -22851250.000000 Penalty: 5998.158203
	Iteration 33Q: 3 clusters Score -2.285125e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172553 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -22851282.000000 Penalty: 5998.158203
	Iteration 34Q: 3 clusters Score -2.285128e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172858 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -22851316.000000 Penalty: 5998.158203
	Iteration 35Q: 3 clusters Score -2.285132e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -22851234.000000 Penalty: 5998.158203
	Iteration 36Q: 3 clusters Score -2.285123e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -22851266.000000 Penalty: 5998.158203
	Iteration 37Q: 3 clusters Score -2.285127e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -22851286.000000 Penalty: 5998.158203
	Iteration 38Q: 3 clusters Score -2.285129e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173759 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -22851280.000000 Penalty: 5998.158203
	Iteration 39Q: 3 clusters Score -2.285128e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173922 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -22851274.000000 Penalty: 5998.158203
	Iteration 40F: 3 clusters Score -2.285127e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -22851214.000000 Penalty: 5998.158203
	Iteration 41Q: 3 clusters Score -2.285121e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174167 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -22851198.000000 Penalty: 5998.158203
	Iteration 42Q: 3 clusters Score -2.28512e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -22851210.000000 Penalty: 5998.158203
	Iteration 43Q: 3 clusters Score -2.285121e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -22851208.000000 Penalty: 5998.158203
	Iteration 44Q: 3 clusters Score -2.285121e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174423 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -22851204.000000 Penalty: 5998.158203
	Iteration 45Q: 3 clusters Score -2.28512e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174498 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -22851174.000000 Penalty: 5998.158203
	Iteration 46Q: 3 clusters Score -2.285117e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174570 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -22851166.000000 Penalty: 5998.158203
	Iteration 47Q: 3 clusters Score -2.285117e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -22851170.000000 Penalty: 5998.158203
	Iteration 48Q: 3 clusters Score -2.285117e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -22851156.000000 Penalty: 5998.158203
	Iteration 49Q: 3 clusters Score -2.285116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174766 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -22851164.000000 Penalty: 5998.158203
	Iteration 50Q: 3 clusters Score -2.285116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22851150.000000 Penalty: 5998.158203
	Iteration 51Q: 3 clusters Score -2.285115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174881 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -22851140.000000 Penalty: 5998.158203
	Iteration 52Q: 3 clusters Score -2.285114e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -22851108.000000 Penalty: 5998.158203
	Iteration 53Q: 3 clusters Score -2.285111e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175016 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22851084.000000 Penalty: 5998.158203
	Iteration 54Q: 3 clusters Score -2.285108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -22851070.000000 Penalty: 5998.158203
	Iteration 55Q: 3 clusters Score -2.285107e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -22851084.000000 Penalty: 5998.158203
	Iteration 56Q: 3 clusters Score -2.285108e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175176 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -22851096.000000 Penalty: 5998.158203
	Iteration 57Q: 3 clusters Score -2.28511e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175215 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -22851102.000000 Penalty: 5998.158203
	Iteration 58Q: 3 clusters Score -2.28511e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -22851088.000000 Penalty: 5998.158203
	Iteration 59Q: 3 clusters Score -2.285109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22851096.000000 Penalty: 5998.158203
	Iteration 60F: 3 clusters Score -2.28511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175301 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -22851074.000000 Penalty: 5998.158203
	Iteration 61Q: 3 clusters Score -2.285107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22851068.000000 Penalty: 5998.158203
	Iteration 62Q: 3 clusters Score -2.285107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22851066.000000 Penalty: 5998.158203
	Iteration 63Q: 3 clusters Score -2.285107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -22851062.000000 Penalty: 5998.158203
	Iteration 64Q: 3 clusters Score -2.285106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22851068.000000 Penalty: 5998.158203
	Iteration 65Q: 3 clusters Score -2.285107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175397 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -22851056.000000 Penalty: 5998.158203
	Iteration 66Q: 3 clusters Score -2.285106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175411 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -22851036.000000 Penalty: 5998.158203
	Iteration 67Q: 3 clusters Score -2.285104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175424 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -22851038.000000 Penalty: 5998.158203
	Iteration 68Q: 3 clusters Score -2.285104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22851030.000000 Penalty: 5998.158203
	Iteration 69Q: 3 clusters Score -2.285103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175448 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -22851044.000000 Penalty: 5998.158203
	Iteration 70Q: 3 clusters Score -2.285104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175450 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -22851046.000000 Penalty: 5998.158203
	Iteration 71Q: 3 clusters Score -2.285105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175453 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -22851044.000000 Penalty: 5998.158203
	Iteration 72Q: 3 clusters Score -2.285104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -22851050.000000 Penalty: 5998.158203
	Iteration 73Q: 3 clusters Score -2.285105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175456 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22851044.000000 Penalty: 5998.158203
	Iteration 74Q: 3 clusters Score -2.285104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -22851054.000000 Penalty: 5998.158203
	Iteration 75Q: 3 clusters Score -2.285105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175465 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -22851040.000000 Penalty: 5998.158203
	Iteration 76Q: 3 clusters Score -2.285104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -22851036.000000 Penalty: 5998.158203
	Iteration 77Q: 3 clusters Score -2.285104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175473 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22851026.000000 Penalty: 5998.158203
	Iteration 78Q: 3 clusters Score -2.285103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -22851028.000000 Penalty: 5998.158203
	Iteration 79Q: 3 clusters Score -2.285103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22851030.000000 Penalty: 5998.158203
	Iteration 80F: 3 clusters Score -2.285103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176396 members 
Entering Unmasked Estep 
Score: -22680190.000000 Penalty: 2995.960693
	Iteration 0F: 2 clusters Score -2.268019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -22564762.000000 Penalty: 5991.921387
	Iteration 0F: 3 clusters Score -2.256476e+07 nChanged 84251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -22613116.000000 Penalty: 5991.921387
	Iteration 1F: 3 clusters Score -2.261312e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -22613876.000000 Penalty: 5991.921387
	Iteration 2Q: 3 clusters Score -2.261388e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 91118 members 
Entering Unmasked Estep 
Score: -22614878.000000 Penalty: 5991.921387
	Iteration 3Q: 3 clusters Score -2.261488e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -22615898.000000 Penalty: 5991.921387
	Iteration 4Q: 3 clusters Score -2.26159e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -22617242.000000 Penalty: 5991.921387
	Iteration 5Q: 3 clusters Score -2.261724e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -22619390.000000 Penalty: 5991.921387
	Iteration 6Q: 3 clusters Score -2.261939e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -22622998.000000 Penalty: 5991.921387
	Iteration 7Q: 3 clusters Score -2.2623e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -22629874.000000 Penalty: 5991.921387
	Iteration 8F: 3 clusters Score -2.262987e+07 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -22641008.000000 Penalty: 5991.921387
	Iteration 9F: 3 clusters Score -2.264101e+07 nChanged 15481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 151966 members 
Entering Unmasked Estep 
Score: -22655202.000000 Penalty: 5991.921387
	Iteration 10F: 3 clusters Score -2.26552e+07 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -22668158.000000 Penalty: 5991.921387
	Iteration 11F: 3 clusters Score -2.266816e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -22674538.000000 Penalty: 5991.921387
	Iteration 12Q: 3 clusters Score -2.267454e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 175053 members 
Entering Unmasked Estep 
Score: -22676530.000000 Penalty: 5991.921387
	Iteration 13Q: 3 clusters Score -2.267653e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -22677134.000000 Penalty: 5991.921387
	Iteration 14Q: 3 clusters Score -2.267713e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 176022 members 
Entering Unmasked Estep 
Score: -22677356.000000 Penalty: 5991.921387
	Iteration 15Q: 3 clusters Score -2.267736e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -22677470.000000 Penalty: 5991.921387
	Iteration 16Q: 3 clusters Score -2.267747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 176108 members 
Entering Unmasked Estep 
Score: -22677510.000000 Penalty: 5991.921387
	Iteration 17Q: 3 clusters Score -2.267751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -22677532.000000 Penalty: 5991.921387
	Iteration 18Q: 3 clusters Score -2.267753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -22677568.000000 Penalty: 5991.921387
	Iteration 19Q: 3 clusters Score -2.267757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -22677582.000000 Penalty: 5991.921387
	Iteration 20F: 3 clusters Score -2.267758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -22677592.000000 Penalty: 5991.921387
	Iteration 21Q: 3 clusters Score -2.267759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -22677592.000000 Penalty: 5991.921387
	Iteration 22Q: 3 clusters Score -2.267759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 176132 members 
Entering Unmasked Estep 
Score: -22677604.000000 Penalty: 5991.921387
	Iteration 23Q: 3 clusters Score -2.26776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -22677594.000000 Penalty: 5991.921387
	Iteration 24Q: 3 clusters Score -2.267759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -22677598.000000 Penalty: 5991.921387
	Iteration 25Q: 3 clusters Score -2.26776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -22677590.000000 Penalty: 5991.921387
	Iteration 26Q: 3 clusters Score -2.267759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -22677590.000000 Penalty: 5991.921387
	Iteration 27F: 3 clusters Score -2.267759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Entering Unmasked Estep 
Score: -9856480.000000 Penalty: 2796.469971
	Iteration 0F: 2 clusters Score -9856480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -9803829.000000 Penalty: 5592.939941
	Iteration 0F: 3 clusters Score -9803829 nChanged 37000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -9824530.000000 Penalty: 5592.939941
	Iteration 1F: 3 clusters Score -9824530 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -9825099.000000 Penalty: 5592.939941
	Iteration 2Q: 3 clusters Score -9825099 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -9825706.000000 Penalty: 5592.939941
	Iteration 3Q: 3 clusters Score -9825706 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -9826458.000000 Penalty: 5592.939941
	Iteration 4Q: 3 clusters Score -9826458 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -9827630.000000 Penalty: 5592.939941
	Iteration 5Q: 3 clusters Score -9827630 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -9829541.000000 Penalty: 5592.939941
	Iteration 6Q: 3 clusters Score -9829541 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -9832711.000000 Penalty: 5592.939941
	Iteration 7F: 3 clusters Score -9832711 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -9837312.000000 Penalty: 5592.939941
	Iteration 8F: 3 clusters Score -9837312 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -9843165.000000 Penalty: 5592.939941
	Iteration 9F: 3 clusters Score -9843165 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -9848475.000000 Penalty: 5592.939941
	Iteration 10F: 3 clusters Score -9848475 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -9851932.000000 Penalty: 5592.939941
	Iteration 11Q: 3 clusters Score -9851932 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -9853304.000000 Penalty: 5592.939941
	Iteration 12Q: 3 clusters Score -9853304 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -9853705.000000 Penalty: 5592.939941
	Iteration 13Q: 3 clusters Score -9853705 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -9853858.000000 Penalty: 5592.939941
	Iteration 14Q: 3 clusters Score -9853858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -9853918.000000 Penalty: 5592.939941
	Iteration 15Q: 3 clusters Score -9853918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -9853963.000000 Penalty: 5592.939941
	Iteration 16Q: 3 clusters Score -9853963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -9853997.000000 Penalty: 5592.939941
	Iteration 17Q: 3 clusters Score -9853997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -9854012.000000 Penalty: 5592.939941
	Iteration 18Q: 3 clusters Score -9854012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -9854020.000000 Penalty: 5592.939941
	Iteration 19Q: 3 clusters Score -9854020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -9854033.000000 Penalty: 5592.939941
	Iteration 20F: 3 clusters Score -9854033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -9854054.000000 Penalty: 5592.939941
	Iteration 21Q: 3 clusters Score -9854054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -9854062.000000 Penalty: 5592.939941
	Iteration 22Q: 3 clusters Score -9854062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -9854064.000000 Penalty: 5592.939941
	Iteration 23Q: 3 clusters Score -9854064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -9854064.000000 Penalty: 5592.939941
	Iteration 24F: 3 clusters Score -9854064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212246 members 
Entering Unmasked Estep 
Score: -27302238.000000 Penalty: 3041.844238
	Iteration 0F: 2 clusters Score -2.730224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -27167040.000000 Penalty: 6083.688477
	Iteration 0F: 3 clusters Score -2.716704e+07 nChanged 102251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -27227552.000000 Penalty: 6083.688477
	Iteration 1F: 3 clusters Score -2.722755e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -27228424.000000 Penalty: 6083.688477
	Iteration 2Q: 3 clusters Score -2.722842e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112617 members 
Mstep: Class 2 contains 99629 members 
Entering Unmasked Estep 
Score: -27229866.000000 Penalty: 6083.688477
	Iteration 3Q: 3 clusters Score -2.722987e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -27231758.000000 Penalty: 6083.688477
	Iteration 4Q: 3 clusters Score -2.723176e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121579 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -27234454.000000 Penalty: 6083.688477
	Iteration 5Q: 3 clusters Score -2.723445e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -27239082.000000 Penalty: 6083.688477
	Iteration 6Q: 3 clusters Score -2.723908e+07 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -27246146.000000 Penalty: 6083.688477
	Iteration 7F: 3 clusters Score -2.724615e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -27256260.000000 Penalty: 6083.688477
	Iteration 8F: 3 clusters Score -2.725626e+07 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165113 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -27268708.000000 Penalty: 6083.688477
	Iteration 9F: 3 clusters Score -2.726871e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176821 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -27280144.000000 Penalty: 6083.688477
	Iteration 10F: 3 clusters Score -2.728014e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185843 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -27287844.000000 Penalty: 6083.688477
	Iteration 11Q: 3 clusters Score -2.728784e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -27292274.000000 Penalty: 6083.688477
	Iteration 12Q: 3 clusters Score -2.729227e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197094 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -27294622.000000 Penalty: 6083.688477
	Iteration 13Q: 3 clusters Score -2.729462e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200769 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -27296188.000000 Penalty: 6083.688477
	Iteration 14Q: 3 clusters Score -2.729619e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203676 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -27297140.000000 Penalty: 6083.688477
	Iteration 15Q: 3 clusters Score -2.729714e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205876 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -27297954.000000 Penalty: 6083.688477
	Iteration 16Q: 3 clusters Score -2.729795e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207523 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -27298330.000000 Penalty: 6083.688477
	Iteration 17Q: 3 clusters Score -2.729833e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208773 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -27298752.000000 Penalty: 6083.688477
	Iteration 18Q: 3 clusters Score -2.729875e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209658 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -27299108.000000 Penalty: 6083.688477
	Iteration 19Q: 3 clusters Score -2.729911e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210281 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -27299260.000000 Penalty: 6083.688477
	Iteration 20F: 3 clusters Score -2.729926e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210716 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -27299370.000000 Penalty: 6083.688477
	Iteration 21Q: 3 clusters Score -2.729937e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211007 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -27299460.000000 Penalty: 6083.688477
	Iteration 22Q: 3 clusters Score -2.729946e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211211 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -27299528.000000 Penalty: 6083.688477
	Iteration 23Q: 3 clusters Score -2.729953e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211361 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -27299540.000000 Penalty: 6083.688477
	Iteration 24Q: 3 clusters Score -2.729954e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211473 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -27299614.000000 Penalty: 6083.688477
	Iteration 25Q: 3 clusters Score -2.729961e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211537 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -27299646.000000 Penalty: 6083.688477
	Iteration 26Q: 3 clusters Score -2.729965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211579 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -27299640.000000 Penalty: 6083.688477
	Iteration 27Q: 3 clusters Score -2.729964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211614 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -27299670.000000 Penalty: 6083.688477
	Iteration 28Q: 3 clusters Score -2.729967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211638 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -27299680.000000 Penalty: 6083.688477
	Iteration 29Q: 3 clusters Score -2.729968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211650 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -27299688.000000 Penalty: 6083.688477
	Iteration 30Q: 3 clusters Score -2.729969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211662 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27299686.000000 Penalty: 6083.688477
	Iteration 31Q: 3 clusters Score -2.729969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211670 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -27299690.000000 Penalty: 6083.688477
	Iteration 32Q: 3 clusters Score -2.729969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211684 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27299674.000000 Penalty: 6083.688477
	Iteration 33Q: 3 clusters Score -2.729967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211696 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -27299682.000000 Penalty: 6083.688477
	Iteration 34Q: 3 clusters Score -2.729968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211705 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -27299710.000000 Penalty: 6083.688477
	Iteration 35Q: 3 clusters Score -2.729971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211713 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -27299736.000000 Penalty: 6083.688477
	Iteration 36Q: 3 clusters Score -2.729974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211721 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27299750.000000 Penalty: 6083.688477
	Iteration 37Q: 3 clusters Score -2.729975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211732 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -27299734.000000 Penalty: 6083.688477
	Iteration 38Q: 3 clusters Score -2.729973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211737 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27299744.000000 Penalty: 6083.688477
	Iteration 39Q: 3 clusters Score -2.729974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211742 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27299740.000000 Penalty: 6083.688477
	Iteration 40F: 3 clusters Score -2.729974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211744 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -27299732.000000 Penalty: 6083.688477
	Iteration 41Q: 3 clusters Score -2.729973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211746 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -27299728.000000 Penalty: 6083.688477
	Iteration 42Q: 3 clusters Score -2.729973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211749 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -27299740.000000 Penalty: 6083.688477
	Iteration 43Q: 3 clusters Score -2.729974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211751 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -27299722.000000 Penalty: 6083.688477
	Iteration 44Q: 3 clusters Score -2.729972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211753 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -27299712.000000 Penalty: 6083.688477
	Iteration 45Q: 3 clusters Score -2.729971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211758 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -27299734.000000 Penalty: 6083.688477
	Iteration 46Q: 3 clusters Score -2.729973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211762 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -27299726.000000 Penalty: 6083.688477
	Iteration 47Q: 3 clusters Score -2.729973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211764 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -27299734.000000 Penalty: 6083.688477
	Iteration 48Q: 3 clusters Score -2.729973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211768 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27299732.000000 Penalty: 6083.688477
	Iteration 49Q: 3 clusters Score -2.729973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211772 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27299730.000000 Penalty: 6083.688477
	Iteration 50Q: 3 clusters Score -2.729973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211775 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -27299734.000000 Penalty: 6083.688477
	Iteration 51Q: 3 clusters Score -2.729973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211781 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -27299734.000000 Penalty: 6083.688477
	Iteration 52Q: 3 clusters Score -2.729973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27299750.000000 Penalty: 6083.688477
	Iteration 53Q: 3 clusters Score -2.729975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211797 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27299742.000000 Penalty: 6083.688477
	Iteration 54Q: 3 clusters Score -2.729974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211803 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -27299740.000000 Penalty: 6083.688477
	Iteration 55Q: 3 clusters Score -2.729974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211808 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -27299740.000000 Penalty: 6083.688477
	Iteration 56Q: 3 clusters Score -2.729974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211816 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27299732.000000 Penalty: 6083.688477
	Iteration 57Q: 3 clusters Score -2.729973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211819 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -27299736.000000 Penalty: 6083.688477
	Iteration 58Q: 3 clusters Score -2.729974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211821 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27299736.000000 Penalty: 6083.688477
	Iteration 59Q: 3 clusters Score -2.729974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211821 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -27299736.000000 Penalty: 6083.688477
	Iteration 60F: 3 clusters Score -2.729974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Entering Unmasked Estep 
Score: -6907840.000000 Penalty: 2700.986572
	Iteration 0F: 2 clusters Score -6907840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -6871677.500000 Penalty: 5401.973145
	Iteration 0F: 3 clusters Score -6871678 nChanged 24758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6885336.000000 Penalty: 5401.973145
	Iteration 1F: 3 clusters Score -6885336 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6885850.500000 Penalty: 5401.973145
	Iteration 2Q: 3 clusters Score -6885850 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -6886218.500000 Penalty: 5401.973145
	Iteration 3Q: 3 clusters Score -6886218 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -6886549.500000 Penalty: 5401.973145
	Iteration 4Q: 3 clusters Score -6886550 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -6886924.000000 Penalty: 5401.973145
	Iteration 5Q: 3 clusters Score -6886924 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -6887348.500000 Penalty: 5401.973145
	Iteration 6Q: 3 clusters Score -6887348 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6887931.500000 Penalty: 5401.973145
	Iteration 7Q: 3 clusters Score -6887932 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -6888949.500000 Penalty: 5401.973145
	Iteration 8Q: 3 clusters Score -6888950 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -6890665.000000 Penalty: 5401.973145
	Iteration 9F: 3 clusters Score -6890665 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -6893431.000000 Penalty: 5401.973145
	Iteration 10F: 3 clusters Score -6893431 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -6897047.000000 Penalty: 5401.973145
	Iteration 11F: 3 clusters Score -6897047 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -6900736.500000 Penalty: 5401.973145
	Iteration 12F: 3 clusters Score -6900736 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6903211.000000 Penalty: 5401.973145
	Iteration 13Q: 3 clusters Score -6903211 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -6904510.000000 Penalty: 5401.973145
	Iteration 14Q: 3 clusters Score -6904510 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -6905262.000000 Penalty: 5401.973145
	Iteration 15Q: 3 clusters Score -6905262 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -6905576.000000 Penalty: 5401.973145
	Iteration 16Q: 3 clusters Score -6905576 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -6905718.500000 Penalty: 5401.973145
	Iteration 17Q: 3 clusters Score -6905718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -6905791.500000 Penalty: 5401.973145
	Iteration 18Q: 3 clusters Score -6905792 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -6905841.000000 Penalty: 5401.973145
	Iteration 19Q: 3 clusters Score -6905841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -6905855.500000 Penalty: 5401.973145
	Iteration 20F: 3 clusters Score -6905856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6905862.500000 Penalty: 5401.973145
	Iteration 21Q: 3 clusters Score -6905862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -6905876.000000 Penalty: 5401.973145
	Iteration 22Q: 3 clusters Score -6905876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -6905884.500000 Penalty: 5401.973145
	Iteration 23Q: 3 clusters Score -6905884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -6905885.000000 Penalty: 5401.973145
	Iteration 24Q: 3 clusters Score -6905885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -6905884.000000 Penalty: 5401.973145
	Iteration 25Q: 3 clusters Score -6905884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -6905890.500000 Penalty: 5401.973145
	Iteration 26Q: 3 clusters Score -6905890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -6905894.500000 Penalty: 5401.973145
	Iteration 27Q: 3 clusters Score -6905894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -6905894.000000 Penalty: 5401.973145
	Iteration 28Q: 3 clusters Score -6905894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -6905897.000000 Penalty: 5401.973145
	Iteration 29Q: 3 clusters Score -6905897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6905894.500000 Penalty: 5401.973145
	Iteration 30Q: 3 clusters Score -6905894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -6905897.500000 Penalty: 5401.973145
	Iteration 31Q: 3 clusters Score -6905898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -6905906.500000 Penalty: 5401.973145
	Iteration 32Q: 3 clusters Score -6905906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -6905902.000000 Penalty: 5401.973145
	Iteration 33Q: 3 clusters Score -6905902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -6905901.500000 Penalty: 5401.973145
	Iteration 34Q: 3 clusters Score -6905902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -6905909.500000 Penalty: 5401.973145
	Iteration 35Q: 3 clusters Score -6905910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6905909.000000 Penalty: 5401.973145
	Iteration 36Q: 3 clusters Score -6905909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6905914.000000 Penalty: 5401.973145
	Iteration 37Q: 3 clusters Score -6905914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -6905916.000000 Penalty: 5401.973145
	Iteration 38Q: 3 clusters Score -6905916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -6905912.000000 Penalty: 5401.973145
	Iteration 39Q: 3 clusters Score -6905912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -6905913.000000 Penalty: 5401.973145
	Iteration 40F: 3 clusters Score -6905913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Entering Unmasked Estep 
Score: -8108405.500000 Penalty: 2738.985596
	Iteration 0F: 2 clusters Score -8108406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8066509.500000 Penalty: 5477.971191
	Iteration 0F: 3 clusters Score -8066510 nChanged 29108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8082657.500000 Penalty: 5477.971191
	Iteration 1F: 3 clusters Score -8082658 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -8083327.500000 Penalty: 5477.971191
	Iteration 2Q: 3 clusters Score -8083328 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -8084132.500000 Penalty: 5477.971191
	Iteration 3Q: 3 clusters Score -8084132 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -8085535.000000 Penalty: 5477.971191
	Iteration 4Q: 3 clusters Score -8085535 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -8087676.000000 Penalty: 5477.971191
	Iteration 5F: 3 clusters Score -8087676 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -8091010.000000 Penalty: 5477.971191
	Iteration 6F: 3 clusters Score -8091010 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -8095202.000000 Penalty: 5477.971191
	Iteration 7F: 3 clusters Score -8095202 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -8099342.500000 Penalty: 5477.971191
	Iteration 8F: 3 clusters Score -8099342 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8102372.500000 Penalty: 5477.971191
	Iteration 9F: 3 clusters Score -8102372 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8104185.000000 Penalty: 5477.971191
	Iteration 10Q: 3 clusters Score -8104185 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8105080.000000 Penalty: 5477.971191
	Iteration 11Q: 3 clusters Score -8105080 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8105489.500000 Penalty: 5477.971191
	Iteration 12Q: 3 clusters Score -8105490 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8105713.000000 Penalty: 5477.971191
	Iteration 13Q: 3 clusters Score -8105713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8105820.000000 Penalty: 5477.971191
	Iteration 14Q: 3 clusters Score -8105820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8105883.500000 Penalty: 5477.971191
	Iteration 15Q: 3 clusters Score -8105884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8105913.000000 Penalty: 5477.971191
	Iteration 16Q: 3 clusters Score -8105913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8105955.500000 Penalty: 5477.971191
	Iteration 17Q: 3 clusters Score -8105956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8105975.000000 Penalty: 5477.971191
	Iteration 18Q: 3 clusters Score -8105975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8105993.000000 Penalty: 5477.971191
	Iteration 19Q: 3 clusters Score -8105993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8106001.500000 Penalty: 5477.971191
	Iteration 20F: 3 clusters Score -8106002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8106007.000000 Penalty: 5477.971191
	Iteration 21Q: 3 clusters Score -8106007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8106005.500000 Penalty: 5477.971191
	Iteration 22Q: 3 clusters Score -8106006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8106001.500000 Penalty: 5477.971191
	Iteration 23Q: 3 clusters Score -8106002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8106007.500000 Penalty: 5477.971191
	Iteration 24Q: 3 clusters Score -8106008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8106007.500000 Penalty: 5477.971191
	Iteration 25F: 3 clusters Score -8106008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Entering Unmasked Estep 
Score: -926757.812500 Penalty: 2214.926514
	Iteration 0F: 2 clusters Score -926757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -920596.250000 Penalty: 4429.853027
	Iteration 0F: 3 clusters Score -920596.2 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -922306.062500 Penalty: 4429.853027
	Iteration 1F: 3 clusters Score -922306.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -922599.437500 Penalty: 4429.853027
	Iteration 2F: 3 clusters Score -922599.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -922926.875000 Penalty: 4429.853027
	Iteration 3F: 3 clusters Score -922926.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -923252.187500 Penalty: 4429.853027
	Iteration 4F: 3 clusters Score -923252.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -923569.250000 Penalty: 4429.853027
	Iteration 5F: 3 clusters Score -923569.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -923872.437500 Penalty: 4429.853027
	Iteration 6F: 3 clusters Score -923872.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -924140.500000 Penalty: 4429.853027
	Iteration 7F: 3 clusters Score -924140.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -924366.187500 Penalty: 4429.853027
	Iteration 8Q: 3 clusters Score -924366.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -924557.250000 Penalty: 4429.853027
	Iteration 9Q: 3 clusters Score -924557.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -924711.437500 Penalty: 4429.853027
	Iteration 10Q: 3 clusters Score -924711.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -924829.500000 Penalty: 4429.853027
	Iteration 11Q: 3 clusters Score -924829.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -924917.812500 Penalty: 4429.853027
	Iteration 12Q: 3 clusters Score -924917.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -924981.125000 Penalty: 4429.853027
	Iteration 13Q: 3 clusters Score -924981.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -925032.250000 Penalty: 4429.853027
	Iteration 14Q: 3 clusters Score -925032.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -925075.000000 Penalty: 4429.853027
	Iteration 15Q: 3 clusters Score -925075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -925108.250000 Penalty: 4429.853027
	Iteration 16Q: 3 clusters Score -925108.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -925137.500000 Penalty: 4429.853027
	Iteration 17Q: 3 clusters Score -925137.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -925165.437500 Penalty: 4429.853027
	Iteration 18Q: 3 clusters Score -925165.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -925188.750000 Penalty: 4429.853027
	Iteration 19Q: 3 clusters Score -925188.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -925210.937500 Penalty: 4429.853027
	Iteration 20F: 3 clusters Score -925210.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -925223.687500 Penalty: 4429.853027
	Iteration 21Q: 3 clusters Score -925223.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -925238.062500 Penalty: 4429.853027
	Iteration 22Q: 3 clusters Score -925238.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -925252.812500 Penalty: 4429.853027
	Iteration 23Q: 3 clusters Score -925252.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -925270.000000 Penalty: 4429.853027
	Iteration 24Q: 3 clusters Score -925270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -925288.062500 Penalty: 4429.853027
	Iteration 25Q: 3 clusters Score -925288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -925299.062500 Penalty: 4429.853027
	Iteration 26Q: 3 clusters Score -925299.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -925312.125000 Penalty: 4429.853027
	Iteration 27Q: 3 clusters Score -925312.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -925326.562500 Penalty: 4429.853027
	Iteration 28Q: 3 clusters Score -925326.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -925343.875000 Penalty: 4429.853027
	Iteration 29Q: 3 clusters Score -925343.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -925358.375000 Penalty: 4429.853027
	Iteration 30Q: 3 clusters Score -925358.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -925372.250000 Penalty: 4429.853027
	Iteration 31Q: 3 clusters Score -925372.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -925380.812500 Penalty: 4429.853027
	Iteration 32Q: 3 clusters Score -925380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -925392.375000 Penalty: 4429.853027
	Iteration 33Q: 3 clusters Score -925392.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -925410.562500 Penalty: 4429.853027
	Iteration 34Q: 3 clusters Score -925410.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -925425.250000 Penalty: 4429.853027
	Iteration 35Q: 3 clusters Score -925425.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -925446.375000 Penalty: 4429.853027
	Iteration 36Q: 3 clusters Score -925446.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -925458.812500 Penalty: 4429.853027
	Iteration 37Q: 3 clusters Score -925458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -925468.375000 Penalty: 4429.853027
	Iteration 38Q: 3 clusters Score -925468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -925471.187500 Penalty: 4429.853027
	Iteration 39Q: 3 clusters Score -925471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -925473.125000 Penalty: 4429.853027
	Iteration 40F: 3 clusters Score -925473.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56638.425781 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56638.43 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56885.089844 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56885.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56974.199219 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -56974.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57055.878906 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -57055.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57150.503906 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57150.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57218.695312 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57218.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57274.292969 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57274.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57323.894531 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57323.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57360.453125 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57360.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57388.597656 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57400.699219 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57403.019531 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -57403.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57421.027344 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -57421.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57428.925781 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -57428.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57438.816406 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -57438.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57445.160156 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -57445.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57449.320312 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -57449.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57450.792969 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -57450.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57450.792969 Penalty: 3135.992188
	Iteration 18F: 3 clusters Score -57450.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 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 215 members 
Entering Unmasked Estep 
Score: -45040.214844 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45040.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45286.078125 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45286.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45345.246094 Penalty: 3027.977295
	Iteration 2Q: 3 clusters Score -45345.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45386.492188 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -45386.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45415.136719 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45415.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45470.187500 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45470.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45514.917969 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45514.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45564.882812 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45564.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45605.281250 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45605.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45667.015625 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45667.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45703.812500 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -45703.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45742.445312 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -45742.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45782.730469 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -45782.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45871.902344 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -45871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46066.503906 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -46066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46069.656250 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -46069.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46069.656250 Penalty: 3027.977295
	Iteration 16F: 3 clusters Score -46069.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19338.130859 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19338.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19386.300781 Penalty: 2597.275391
	Iteration 1Q: 3 clusters Score -19386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19386.300781 Penalty: 2597.275391
	Iteration 2F: 3 clusters Score -19386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 143708 members 
Mstep: Class 3 contains 203500 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178628 members 
Mstep: Class 12 contains 176396 members 
Mstep: Class 13 contains 78912 members 
Mstep: Class 14 contains 212246 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 62586 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 319Q: 21 clusters Score -1.496877e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 143686 members 
Mstep: Class 3 contains 203513 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178636 members 
Mstep: Class 12 contains 176377 members 
Mstep: Class 13 contains 78903 members 
Mstep: Class 14 contains 212277 members 
Mstep: Class 15 contains 53700 members 
Mstep: Class 16 contains 62586 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687728.000000 Penalty: 69388.398438
Iteration 320F: 21 clusters Score -1.496877e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 143673 members 
Mstep: Class 3 contains 203517 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178645 members 
Mstep: Class 12 contains 176345 members 
Mstep: Class 13 contains 78904 members 
Mstep: Class 14 contains 212306 members 
Mstep: Class 15 contains 53705 members 
Mstep: Class 16 contains 62579 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 321Q: 21 clusters Score -1.496877e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 143656 members 
Mstep: Class 3 contains 203525 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178651 members 
Mstep: Class 12 contains 176320 members 
Mstep: Class 13 contains 78897 members 
Mstep: Class 14 contains 212335 members 
Mstep: Class 15 contains 53710 members 
Mstep: Class 16 contains 62573 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687824.000000 Penalty: 69388.398438
Iteration 322Q: 21 clusters Score -1.496878e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 143645 members 
Mstep: Class 3 contains 203534 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178646 members 
Mstep: Class 12 contains 176294 members 
Mstep: Class 13 contains 78890 members 
Mstep: Class 14 contains 212376 members 
Mstep: Class 15 contains 53714 members 
Mstep: Class 16 contains 62573 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687616.000000 Penalty: 69388.398438
Iteration 323Q: 21 clusters Score -1.496876e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 143639 members 
Mstep: Class 3 contains 203547 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178646 members 
Mstep: Class 12 contains 176272 members 
Mstep: Class 13 contains 78891 members 
Mstep: Class 14 contains 212414 members 
Mstep: Class 15 contains 53714 members 
Mstep: Class 16 contains 62559 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687488.000000 Penalty: 69388.398438
Iteration 324Q: 21 clusters Score -1.496875e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 143622 members 
Mstep: Class 3 contains 203554 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178655 members 
Mstep: Class 12 contains 176269 members 
Mstep: Class 13 contains 78885 members 
Mstep: Class 14 contains 212434 members 
Mstep: Class 15 contains 53715 members 
Mstep: Class 16 contains 62557 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 325Q: 21 clusters Score -1.496875e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 143613 members 
Mstep: Class 3 contains 203543 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178669 members 
Mstep: Class 12 contains 176257 members 
Mstep: Class 13 contains 78871 members 
Mstep: Class 14 contains 212477 members 
Mstep: Class 15 contains 53713 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 326Q: 21 clusters Score -1.496875e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 143593 members 
Mstep: Class 3 contains 203565 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178676 members 
Mstep: Class 12 contains 176251 members 
Mstep: Class 13 contains 78861 members 
Mstep: Class 14 contains 212500 members 
Mstep: Class 15 contains 53706 members 
Mstep: Class 16 contains 62547 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687472.000000 Penalty: 69388.398438
Iteration 327Q: 21 clusters Score -1.496875e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 143568 members 
Mstep: Class 3 contains 203605 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178689 members 
Mstep: Class 12 contains 176239 members 
Mstep: Class 13 contains 78850 members 
Mstep: Class 14 contains 212506 members 
Mstep: Class 15 contains 53707 members 
Mstep: Class 16 contains 62541 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 328Q: 21 clusters Score -1.496875e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 143543 members 
Mstep: Class 3 contains 203625 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178688 members 
Mstep: Class 12 contains 176231 members 
Mstep: Class 13 contains 78845 members 
Mstep: Class 14 contains 212526 members 
Mstep: Class 15 contains 53706 members 
Mstep: Class 16 contains 62538 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 329Q: 21 clusters Score -1.496874e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 143527 members 
Mstep: Class 3 contains 203648 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7582 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178696 members 
Mstep: Class 12 contains 176228 members 
Mstep: Class 13 contains 78842 members 
Mstep: Class 14 contains 212531 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 62532 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687456.000000 Penalty: 69388.398438
Iteration 330Q: 21 clusters Score -1.496875e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 143491 members 
Mstep: Class 3 contains 203693 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178713 members 
Mstep: Class 12 contains 176233 members 
Mstep: Class 13 contains 78838 members 
Mstep: Class 14 contains 212509 members 
Mstep: Class 15 contains 53703 members 
Mstep: Class 16 contains 62528 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 331Q: 21 clusters Score -1.496874e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 143461 members 
Mstep: Class 3 contains 203733 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178722 members 
Mstep: Class 12 contains 176240 members 
Mstep: Class 13 contains 78829 members 
Mstep: Class 14 contains 212499 members 
Mstep: Class 15 contains 53699 members 
Mstep: Class 16 contains 62527 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 332Q: 21 clusters Score -1.496873e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 143439 members 
Mstep: Class 3 contains 203777 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178719 members 
Mstep: Class 12 contains 176249 members 
Mstep: Class 13 contains 78824 members 
Mstep: Class 14 contains 212490 members 
Mstep: Class 15 contains 53694 members 
Mstep: Class 16 contains 62520 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 333Q: 21 clusters Score -1.496874e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 143413 members 
Mstep: Class 3 contains 203801 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178707 members 
Mstep: Class 12 contains 176259 members 
Mstep: Class 13 contains 78821 members 
Mstep: Class 14 contains 212497 members 
Mstep: Class 15 contains 53697 members 
Mstep: Class 16 contains 62519 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687216.000000 Penalty: 69388.398438
Iteration 334Q: 21 clusters Score -1.496872e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 143398 members 
Mstep: Class 3 contains 203824 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178702 members 
Mstep: Class 12 contains 176251 members 
Mstep: Class 13 contains 78819 members 
Mstep: Class 14 contains 212500 members 
Mstep: Class 15 contains 53705 members 
Mstep: Class 16 contains 62520 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687248.000000 Penalty: 69388.398438
Iteration 335Q: 21 clusters Score -1.496872e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 143388 members 
Mstep: Class 3 contains 203837 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178714 members 
Mstep: Class 12 contains 176236 members 
Mstep: Class 13 contains 78822 members 
Mstep: Class 14 contains 212494 members 
Mstep: Class 15 contains 53710 members 
Mstep: Class 16 contains 62519 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 336Q: 21 clusters Score -1.496874e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 143377 members 
Mstep: Class 3 contains 203862 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178717 members 
Mstep: Class 12 contains 176224 members 
Mstep: Class 13 contains 78821 members 
Mstep: Class 14 contains 212484 members 
Mstep: Class 15 contains 53713 members 
Mstep: Class 16 contains 62520 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 337Q: 21 clusters Score -1.496873e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 143367 members 
Mstep: Class 3 contains 203877 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178709 members 
Mstep: Class 12 contains 176231 members 
Mstep: Class 13 contains 78819 members 
Mstep: Class 14 contains 212484 members 
Mstep: Class 15 contains 53717 members 
Mstep: Class 16 contains 62519 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687296.000000 Penalty: 69388.398438
Iteration 338Q: 21 clusters Score -1.496873e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 143343 members 
Mstep: Class 3 contains 203883 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178710 members 
Mstep: Class 12 contains 176235 members 
Mstep: Class 13 contains 78821 members 
Mstep: Class 14 contains 212505 members 
Mstep: Class 15 contains 53714 members 
Mstep: Class 16 contains 62518 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687328.000000 Penalty: 69388.398438
Iteration 339Q: 21 clusters Score -1.496873e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 143316 members 
Mstep: Class 3 contains 203892 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178709 members 
Mstep: Class 12 contains 176240 members 
Mstep: Class 13 contains 78823 members 
Mstep: Class 14 contains 212523 members 
Mstep: Class 15 contains 53712 members 
Mstep: Class 16 contains 62516 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 340F: 21 clusters Score -1.496874e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 143288 members 
Mstep: Class 3 contains 203897 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178711 members 
Mstep: Class 12 contains 176240 members 
Mstep: Class 13 contains 78822 members 
Mstep: Class 14 contains 212541 members 
Mstep: Class 15 contains 53712 members 
Mstep: Class 16 contains 62514 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 341Q: 21 clusters Score -1.496874e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 143274 members 
Mstep: Class 3 contains 203903 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178699 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 78826 members 
Mstep: Class 14 contains 212559 members 
Mstep: Class 15 contains 53712 members 
Mstep: Class 16 contains 62510 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 342Q: 21 clusters Score -1.496874e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 143258 members 
Mstep: Class 3 contains 203905 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178690 members 
Mstep: Class 12 contains 176230 members 
Mstep: Class 13 contains 78829 members 
Mstep: Class 14 contains 212578 members 
Mstep: Class 15 contains 53714 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687200.000000 Penalty: 69388.398438
Iteration 343Q: 21 clusters Score -1.496872e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 143253 members 
Mstep: Class 3 contains 203912 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178690 members 
Mstep: Class 12 contains 176230 members 
Mstep: Class 13 contains 78825 members 
Mstep: Class 14 contains 212579 members 
Mstep: Class 15 contains 53716 members 
Mstep: Class 16 contains 62513 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687328.000000 Penalty: 69388.398438
Iteration 344Q: 21 clusters Score -1.496873e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 143243 members 
Mstep: Class 3 contains 203920 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178680 members 
Mstep: Class 12 contains 176228 members 
Mstep: Class 13 contains 78824 members 
Mstep: Class 14 contains 212589 members 
Mstep: Class 15 contains 53718 members 
Mstep: Class 16 contains 62518 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687296.000000 Penalty: 69388.398438
Iteration 345Q: 21 clusters Score -1.496873e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 143228 members 
Mstep: Class 3 contains 203933 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178684 members 
Mstep: Class 12 contains 176227 members 
Mstep: Class 13 contains 78819 members 
Mstep: Class 14 contains 212596 members 
Mstep: Class 15 contains 53717 members 
Mstep: Class 16 contains 62515 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687200.000000 Penalty: 69388.398438
Iteration 346Q: 21 clusters Score -1.496872e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 143215 members 
Mstep: Class 3 contains 203947 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178694 members 
Mstep: Class 12 contains 176235 members 
Mstep: Class 13 contains 78811 members 
Mstep: Class 14 contains 212592 members 
Mstep: Class 15 contains 53715 members 
Mstep: Class 16 contains 62507 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687280.000000 Penalty: 69388.398438
Iteration 347Q: 21 clusters Score -1.496873e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 143202 members 
Mstep: Class 3 contains 203952 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178706 members 
Mstep: Class 12 contains 176226 members 
Mstep: Class 13 contains 78809 members 
Mstep: Class 14 contains 212599 members 
Mstep: Class 15 contains 53716 members 
Mstep: Class 16 contains 62507 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687296.000000 Penalty: 69388.398438
Iteration 348Q: 21 clusters Score -1.496873e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 143182 members 
Mstep: Class 3 contains 203965 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178713 members 
Mstep: Class 12 contains 176219 members 
Mstep: Class 13 contains 78804 members 
Mstep: Class 14 contains 212604 members 
Mstep: Class 15 contains 53718 members 
Mstep: Class 16 contains 62512 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687280.000000 Penalty: 69388.398438
Iteration 349Q: 21 clusters Score -1.496873e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 143165 members 
Mstep: Class 3 contains 203982 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178726 members 
Mstep: Class 12 contains 176217 members 
Mstep: Class 13 contains 78802 members 
Mstep: Class 14 contains 212598 members 
Mstep: Class 15 contains 53721 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7562 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 350Q: 21 clusters Score -1.496874e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 143160 members 
Mstep: Class 3 contains 203995 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178726 members 
Mstep: Class 12 contains 176212 members 
Mstep: Class 13 contains 78800 members 
Mstep: Class 14 contains 212599 members 
Mstep: Class 15 contains 53725 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 7561 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 351Q: 21 clusters Score -1.496874e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 143151 members 
Mstep: Class 3 contains 204014 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178720 members 
Mstep: Class 12 contains 176204 members 
Mstep: Class 13 contains 78796 members 
Mstep: Class 14 contains 212609 members 
Mstep: Class 15 contains 53725 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7560 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687280.000000 Penalty: 69388.398438
Iteration 352Q: 21 clusters Score -1.496873e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 143148 members 
Mstep: Class 3 contains 204026 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178710 members 
Mstep: Class 12 contains 176206 members 
Mstep: Class 13 contains 78796 members 
Mstep: Class 14 contains 212607 members 
Mstep: Class 15 contains 53725 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7559 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 353Q: 21 clusters Score -1.496874e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 143137 members 
Mstep: Class 3 contains 204032 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178708 members 
Mstep: Class 12 contains 176207 members 
Mstep: Class 13 contains 78792 members 
Mstep: Class 14 contains 212618 members 
Mstep: Class 15 contains 53724 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7557 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 354Q: 21 clusters Score -1.496874e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 143134 members 
Mstep: Class 3 contains 204046 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178695 members 
Mstep: Class 12 contains 176201 members 
Mstep: Class 13 contains 78791 members 
Mstep: Class 14 contains 212631 members 
Mstep: Class 15 contains 53723 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 355Q: 21 clusters Score -1.496874e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 143123 members 
Mstep: Class 3 contains 204056 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178694 members 
Mstep: Class 12 contains 176207 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 212642 members 
Mstep: Class 15 contains 53722 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 356Q: 21 clusters Score -1.496874e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 143116 members 
Mstep: Class 3 contains 204065 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178688 members 
Mstep: Class 12 contains 176216 members 
Mstep: Class 13 contains 78788 members 
Mstep: Class 14 contains 212639 members 
Mstep: Class 15 contains 53724 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687344.000000 Penalty: 69388.398438
Iteration 357Q: 21 clusters Score -1.496873e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 143110 members 
Mstep: Class 3 contains 204070 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178687 members 
Mstep: Class 12 contains 176221 members 
Mstep: Class 13 contains 78788 members 
Mstep: Class 14 contains 212635 members 
Mstep: Class 15 contains 53727 members 
Mstep: Class 16 contains 62500 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 358Q: 21 clusters Score -1.496874e+08 nChanged 106
Entering ConstructFrom: 
Score: -149687424.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Entering Unmasked Estep 
Score: -7172790.500000 Penalty: 2708.591064
	Iteration 0F: 2 clusters Score -7172790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -7135340.000000 Penalty: 5417.182129
	Iteration 0F: 3 clusters Score -7135340 nChanged 25775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -7149508.000000 Penalty: 5417.182129
	Iteration 1F: 3 clusters Score -7149508 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -7149978.500000 Penalty: 5417.182129
	Iteration 2Q: 3 clusters Score -7149978 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -7150334.000000 Penalty: 5417.182129
	Iteration 3Q: 3 clusters Score -7150334 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -7150684.500000 Penalty: 5417.182129
	Iteration 4Q: 3 clusters Score -7150684 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -7151111.000000 Penalty: 5417.182129
	Iteration 5Q: 3 clusters Score -7151111 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -7151526.500000 Penalty: 5417.182129
	Iteration 6Q: 3 clusters Score -7151526 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -7152246.000000 Penalty: 5417.182129
	Iteration 7Q: 3 clusters Score -7152246 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -7153298.500000 Penalty: 5417.182129
	Iteration 8Q: 3 clusters Score -7153298 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -7154960.500000 Penalty: 5417.182129
	Iteration 9Q: 3 clusters Score -7154960 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -7157281.500000 Penalty: 5417.182129
	Iteration 10F: 3 clusters Score -7157282 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7159970.500000 Penalty: 5417.182129
	Iteration 11F: 3 clusters Score -7159970 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -7162371.500000 Penalty: 5417.182129
	Iteration 12F: 3 clusters Score -7162372 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -7164118.500000 Penalty: 5417.182129
	Iteration 13Q: 3 clusters Score -7164118 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -7165341.000000 Penalty: 5417.182129
	Iteration 14Q: 3 clusters Score -7165341 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -7166157.500000 Penalty: 5417.182129
	Iteration 15Q: 3 clusters Score -7166158 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -7166743.500000 Penalty: 5417.182129
	Iteration 16Q: 3 clusters Score -7166744 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -7167274.000000 Penalty: 5417.182129
	Iteration 17Q: 3 clusters Score -7167274 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -7167690.000000 Penalty: 5417.182129
	Iteration 18Q: 3 clusters Score -7167690 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -7168073.000000 Penalty: 5417.182129
	Iteration 19Q: 3 clusters Score -7168073 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -7168433.500000 Penalty: 5417.182129
	Iteration 20F: 3 clusters Score -7168434 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -7168775.000000 Penalty: 5417.182129
	Iteration 21Q: 3 clusters Score -7168775 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -7169061.000000 Penalty: 5417.182129
	Iteration 22Q: 3 clusters Score -7169061 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -7169368.000000 Penalty: 5417.182129
	Iteration 23Q: 3 clusters Score -7169368 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7169629.000000 Penalty: 5417.182129
	Iteration 24Q: 3 clusters Score -7169629 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -7169792.500000 Penalty: 5417.182129
	Iteration 25Q: 3 clusters Score -7169792 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7169928.000000 Penalty: 5417.182129
	Iteration 26Q: 3 clusters Score -7169928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -7170072.000000 Penalty: 5417.182129
	Iteration 27Q: 3 clusters Score -7170072 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -7170181.000000 Penalty: 5417.182129
	Iteration 28Q: 3 clusters Score -7170181 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -7170241.500000 Penalty: 5417.182129
	Iteration 29Q: 3 clusters Score -7170242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -7170314.500000 Penalty: 5417.182129
	Iteration 30Q: 3 clusters Score -7170314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -7170344.500000 Penalty: 5417.182129
	Iteration 31Q: 3 clusters Score -7170344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -7170390.000000 Penalty: 5417.182129
	Iteration 32Q: 3 clusters Score -7170390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -7170419.000000 Penalty: 5417.182129
	Iteration 33Q: 3 clusters Score -7170419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -7170429.500000 Penalty: 5417.182129
	Iteration 34Q: 3 clusters Score -7170430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7170443.000000 Penalty: 5417.182129
	Iteration 35Q: 3 clusters Score -7170443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -7170445.000000 Penalty: 5417.182129
	Iteration 36Q: 3 clusters Score -7170445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -7170455.500000 Penalty: 5417.182129
	Iteration 37Q: 3 clusters Score -7170456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -7170465.500000 Penalty: 5417.182129
	Iteration 38Q: 3 clusters Score -7170466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -7170482.000000 Penalty: 5417.182129
	Iteration 39Q: 3 clusters Score -7170482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -7170490.500000 Penalty: 5417.182129
	Iteration 40F: 3 clusters Score -7170490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -7170504.500000 Penalty: 5417.182129
	Iteration 41Q: 3 clusters Score -7170504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -7170506.000000 Penalty: 5417.182129
	Iteration 42Q: 3 clusters Score -7170506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7170509.500000 Penalty: 5417.182129
	Iteration 43Q: 3 clusters Score -7170510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7170500.000000 Penalty: 5417.182129
	Iteration 44Q: 3 clusters Score -7170500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -7170512.500000 Penalty: 5417.182129
	Iteration 45Q: 3 clusters Score -7170512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -7170506.000000 Penalty: 5417.182129
	Iteration 46Q: 3 clusters Score -7170506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -7170507.500000 Penalty: 5417.182129
	Iteration 47Q: 3 clusters Score -7170508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7170514.000000 Penalty: 5417.182129
	Iteration 48Q: 3 clusters Score -7170514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -7170515.500000 Penalty: 5417.182129
	Iteration 49Q: 3 clusters Score -7170516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -7170515.500000 Penalty: 5417.182129
	Iteration 50Q: 3 clusters Score -7170516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -7170515.500000 Penalty: 5417.182129
	Iteration 51F: 3 clusters Score -7170516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Entering Unmasked Estep 
Score: -18334002.000000 Penalty: 2944.073486
	Iteration 0F: 2 clusters Score -1.8334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -18238650.000000 Penalty: 5888.146973
	Iteration 0F: 3 clusters Score -1.823865e+07 nChanged 68366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -18279088.000000 Penalty: 5888.146973
	Iteration 1F: 3 clusters Score -1.827909e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -18280940.000000 Penalty: 5888.146973
	Iteration 2Q: 3 clusters Score -1.828094e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -18283992.000000 Penalty: 5888.146973
	Iteration 3Q: 3 clusters Score -1.828399e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -18289376.000000 Penalty: 5888.146973
	Iteration 4F: 3 clusters Score -1.828938e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -18298014.000000 Penalty: 5888.146973
	Iteration 5F: 3 clusters Score -1.829801e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -18309740.000000 Penalty: 5888.146973
	Iteration 6F: 3 clusters Score -1.830974e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -18320224.000000 Penalty: 5888.146973
	Iteration 7F: 3 clusters Score -1.832022e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 134705 members 
Entering Unmasked Estep 
Score: -18326594.000000 Penalty: 5888.146973
	Iteration 8Q: 3 clusters Score -1.832659e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 137694 members 
Entering Unmasked Estep 
Score: -18329632.000000 Penalty: 5888.146973
	Iteration 9Q: 3 clusters Score -1.832963e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -18330988.000000 Penalty: 5888.146973
	Iteration 10Q: 3 clusters Score -1.833099e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -18331550.000000 Penalty: 5888.146973
	Iteration 11Q: 3 clusters Score -1.833155e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 139849 members 
Entering Unmasked Estep 
Score: -18331802.000000 Penalty: 5888.146973
	Iteration 12Q: 3 clusters Score -1.83318e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 140070 members 
Entering Unmasked Estep 
Score: -18331976.000000 Penalty: 5888.146973
	Iteration 13Q: 3 clusters Score -1.833198e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 140247 members 
Entering Unmasked Estep 
Score: -18332082.000000 Penalty: 5888.146973
	Iteration 14Q: 3 clusters Score -1.833208e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 140381 members 
Entering Unmasked Estep 
Score: -18332138.000000 Penalty: 5888.146973
	Iteration 15Q: 3 clusters Score -1.833214e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 140465 members 
Entering Unmasked Estep 
Score: -18332160.000000 Penalty: 5888.146973
	Iteration 16Q: 3 clusters Score -1.833216e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 140549 members 
Entering Unmasked Estep 
Score: -18332146.000000 Penalty: 5888.146973
	Iteration 17Q: 3 clusters Score -1.833215e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -18332182.000000 Penalty: 5888.146973
	Iteration 18Q: 3 clusters Score -1.833218e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -18332196.000000 Penalty: 5888.146973
	Iteration 19Q: 3 clusters Score -1.83322e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 140739 members 
Entering Unmasked Estep 
Score: -18332196.000000 Penalty: 5888.146973
	Iteration 20F: 3 clusters Score -1.83322e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 140793 members 
Entering Unmasked Estep 
Score: -18332188.000000 Penalty: 5888.146973
	Iteration 21Q: 3 clusters Score -1.833219e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 140847 members 
Entering Unmasked Estep 
Score: -18332172.000000 Penalty: 5888.146973
	Iteration 22Q: 3 clusters Score -1.833217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 140887 members 
Entering Unmasked Estep 
Score: -18332194.000000 Penalty: 5888.146973
	Iteration 23Q: 3 clusters Score -1.833219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 140918 members 
Entering Unmasked Estep 
Score: -18332184.000000 Penalty: 5888.146973
	Iteration 24Q: 3 clusters Score -1.833218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 140940 members 
Entering Unmasked Estep 
Score: -18332226.000000 Penalty: 5888.146973
	Iteration 25Q: 3 clusters Score -1.833223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 140959 members 
Entering Unmasked Estep 
Score: -18332232.000000 Penalty: 5888.146973
	Iteration 26Q: 3 clusters Score -1.833223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 140981 members 
Entering Unmasked Estep 
Score: -18332256.000000 Penalty: 5888.146973
	Iteration 27Q: 3 clusters Score -1.833226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -18332272.000000 Penalty: 5888.146973
	Iteration 28Q: 3 clusters Score -1.833227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -18332258.000000 Penalty: 5888.146973
	Iteration 29Q: 3 clusters Score -1.833226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -18332268.000000 Penalty: 5888.146973
	Iteration 30Q: 3 clusters Score -1.833227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 141046 members 
Entering Unmasked Estep 
Score: -18332268.000000 Penalty: 5888.146973
	Iteration 31Q: 3 clusters Score -1.833227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -18332270.000000 Penalty: 5888.146973
	Iteration 32Q: 3 clusters Score -1.833227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 141059 members 
Entering Unmasked Estep 
Score: -18332278.000000 Penalty: 5888.146973
	Iteration 33Q: 3 clusters Score -1.833228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 141063 members 
Entering Unmasked Estep 
Score: -18332282.000000 Penalty: 5888.146973
	Iteration 34Q: 3 clusters Score -1.833228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
Score: -18332288.000000 Penalty: 5888.146973
	Iteration 35Q: 3 clusters Score -1.833229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -18332284.000000 Penalty: 5888.146973
	Iteration 36Q: 3 clusters Score -1.833228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -18332280.000000 Penalty: 5888.146973
	Iteration 37Q: 3 clusters Score -1.833228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -18332280.000000 Penalty: 5888.146973
	Iteration 38F: 3 clusters Score -1.833228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (204074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204074 members 
Entering Unmasked Estep 
Score: -26086106.000000 Penalty: 3032.107178
	Iteration 0F: 2 clusters Score -2.608611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -25952990.000000 Penalty: 6064.214355
	Iteration 0F: 3 clusters Score -2.595299e+07 nChanged 97772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109751 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -26010356.000000 Penalty: 6064.214355
	Iteration 1F: 3 clusters Score -2.601036e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -26011984.000000 Penalty: 6064.214355
	Iteration 2Q: 3 clusters Score -2.601198e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -26015212.000000 Penalty: 6064.214355
	Iteration 3Q: 3 clusters Score -2.601521e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133379 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -26021608.000000 Penalty: 6064.214355
	Iteration 4F: 3 clusters Score -2.602161e+07 nChanged 15947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148892 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -26033450.000000 Penalty: 6064.214355
	Iteration 5F: 3 clusters Score -2.603345e+07 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167612 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -26051184.000000 Penalty: 6064.214355
	Iteration 6F: 3 clusters Score -2.605118e+07 nChanged 17140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184564 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -26068002.000000 Penalty: 6064.214355
	Iteration 7F: 3 clusters Score -2.6068e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195272 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -26077576.000000 Penalty: 6064.214355
	Iteration 8F: 3 clusters Score -2.607758e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -26081596.000000 Penalty: 6064.214355
	Iteration 9Q: 3 clusters Score -2.60816e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202249 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -26082834.000000 Penalty: 6064.214355
	Iteration 10Q: 3 clusters Score -2.608283e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203043 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -26083292.000000 Penalty: 6064.214355
	Iteration 11Q: 3 clusters Score -2.608329e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203361 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -26083464.000000 Penalty: 6064.214355
	Iteration 12Q: 3 clusters Score -2.608346e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -26083582.000000 Penalty: 6064.214355
	Iteration 13Q: 3 clusters Score -2.608358e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203571 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -26083656.000000 Penalty: 6064.214355
	Iteration 14Q: 3 clusters Score -2.608366e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203607 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -26083676.000000 Penalty: 6064.214355
	Iteration 15Q: 3 clusters Score -2.608368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203622 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -26083668.000000 Penalty: 6064.214355
	Iteration 16Q: 3 clusters Score -2.608367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203637 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -26083678.000000 Penalty: 6064.214355
	Iteration 17Q: 3 clusters Score -2.608368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203645 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -26083684.000000 Penalty: 6064.214355
	Iteration 18Q: 3 clusters Score -2.608368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203654 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26083674.000000 Penalty: 6064.214355
	Iteration 19Q: 3 clusters Score -2.608367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203660 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26083670.000000 Penalty: 6064.214355
	Iteration 20F: 3 clusters Score -2.608367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203667 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26083672.000000 Penalty: 6064.214355
	Iteration 21Q: 3 clusters Score -2.608367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203670 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26083684.000000 Penalty: 6064.214355
	Iteration 22Q: 3 clusters Score -2.608368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203673 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26083698.000000 Penalty: 6064.214355
	Iteration 23Q: 3 clusters Score -2.60837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203670 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26083688.000000 Penalty: 6064.214355
	Iteration 24Q: 3 clusters Score -2.608369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203671 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26083692.000000 Penalty: 6064.214355
	Iteration 25Q: 3 clusters Score -2.608369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203671 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -26083712.000000 Penalty: 6064.214355
	Iteration 26Q: 3 clusters Score -2.608371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26083724.000000 Penalty: 6064.214355
	Iteration 27Q: 3 clusters Score -2.608372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203673 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26083716.000000 Penalty: 6064.214355
	Iteration 28Q: 3 clusters Score -2.608372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26083712.000000 Penalty: 6064.214355
	Iteration 29Q: 3 clusters Score -2.608371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26083724.000000 Penalty: 6064.214355
	Iteration 30Q: 3 clusters Score -2.608372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26083724.000000 Penalty: 6064.214355
	Iteration 31F: 3 clusters Score -2.608372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -554558.812500 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -554558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -550378.500000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -550378.5 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -551253.625000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -551253.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -551445.125000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -551445.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -551550.437500 Penalty: 4165.499512
	Iteration 3Q: 3 clusters Score -551550.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -551621.187500 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -551621.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -551680.312500 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -551680.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -551730.062500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -551730.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -551778.812500 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -551778.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -551821.937500 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -551821.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -551853.312500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -551853.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -551883.500000 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -551883.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -551925.312500 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -551925.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -551971.250000 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -551971.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -552018.750000 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -552018.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -552063.812500 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -552063.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -552117.250000 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -552117.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -552171.312500 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -552171.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -552216.625000 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -552216.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -552263.375000 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -552263.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -552308.062500 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -552308.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -552354.375000 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -552354.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -552421.562500 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -552421.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -552528.187500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -552528.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -552753.562500 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -552753.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -553017.187500 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -553017.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -553185.500000 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -553185.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -553283.187500 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -553283.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -553372.125000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -553372.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -553452.062500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -553452.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -553525.250000 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -553525.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -553603.500000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -553603.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -553671.750000 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -553671.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -553732.062500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -553732.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -553791.625000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -553791.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -553856.562500 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -553856.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -553918.937500 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -553918.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -553973.250000 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -553973.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -554005.562500 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -554005.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -554023.687500 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -554023.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -554038.437500 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -554038.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -554060.750000 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -554060.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -554082.687500 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -554082.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -554096.312500 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -554096.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -554104.812500 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -554104.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -554114.000000 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -554114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -554123.687500 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -554123.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -554130.187500 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -554130.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -554135.625000 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -554135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -554139.125000 Penalty: 4165.499512
	Iteration 48Q: 3 clusters Score -554139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -554141.875000 Penalty: 4165.499512
	Iteration 49Q: 3 clusters Score -554141.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -554146.437500 Penalty: 4165.499512
	Iteration 50Q: 3 clusters Score -554146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -554150.937500 Penalty: 4165.499512
	Iteration 51Q: 3 clusters Score -554150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -554156.437500 Penalty: 4165.499512
	Iteration 52Q: 3 clusters Score -554156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -554160.937500 Penalty: 4165.499512
	Iteration 53Q: 3 clusters Score -554160.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -554168.375000 Penalty: 4165.499512
	Iteration 54Q: 3 clusters Score -554168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -554171.000000 Penalty: 4165.499512
	Iteration 55Q: 3 clusters Score -554171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -554174.687500 Penalty: 4165.499512
	Iteration 56Q: 3 clusters Score -554174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -554176.750000 Penalty: 4165.499512
	Iteration 57Q: 3 clusters Score -554176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -554179.625000 Penalty: 4165.499512
	Iteration 58Q: 3 clusters Score -554179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -554181.562500 Penalty: 4165.499512
	Iteration 59Q: 3 clusters Score -554181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -554184.437500 Penalty: 4165.499512
	Iteration 60F: 3 clusters Score -554184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -554186.750000 Penalty: 4165.499512
	Iteration 61Q: 3 clusters Score -554186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -554187.250000 Penalty: 4165.499512
	Iteration 62Q: 3 clusters Score -554187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -554188.250000 Penalty: 4165.499512
	Iteration 63Q: 3 clusters Score -554188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -554190.812500 Penalty: 4165.499512
	Iteration 64Q: 3 clusters Score -554190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -554192.000000 Penalty: 4165.499512
	Iteration 65Q: 3 clusters Score -554192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -554192.750000 Penalty: 4165.499512
	Iteration 66Q: 3 clusters Score -554192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -554193.687500 Penalty: 4165.499512
	Iteration 67Q: 3 clusters Score -554193.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -554193.937500 Penalty: 4165.499512
	Iteration 68Q: 3 clusters Score -554193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -554194.500000 Penalty: 4165.499512
	Iteration 69Q: 3 clusters Score -554194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -554195.750000 Penalty: 4165.499512
	Iteration 70Q: 3 clusters Score -554195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -554195.750000 Penalty: 4165.499512
	Iteration 71F: 3 clusters Score -554195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 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 307 members 
Entering Unmasked Estep 
Score: -62855.554688 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62855.55 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63124.765625 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63124.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63350.175781 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63350.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63660.421875 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -63660.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -63962.457031 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -63962.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64077.894531 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -64077.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64162.949219 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -64162.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64236.375000 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -64236.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64362.050781 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -64362.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64622.394531 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -64622.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64708.753906 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -64708.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64748.718750 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -64748.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -64759.421875 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -64759.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64769.203125 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -64769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64787.820312 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -64787.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64792.789062 Penalty: 3167.056396
	Iteration 15F: 3 clusters Score -64792.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64804.468750 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -64804.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64804.468750 Penalty: 3167.056396
	Iteration 17F: 3 clusters Score -64804.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 143095 members 
Mstep: Class 3 contains 204074 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 144 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178685 members 
Mstep: Class 12 contains 176227 members 
Mstep: Class 13 contains 78784 members 
Mstep: Class 14 contains 212646 members 
Mstep: Class 15 contains 53729 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 449 members 
Entering Unmasked Estep 
Score: -149685776.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687424.000000 to -149685776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -986561.375000 Penalty: 2215.908203
	Iteration 0F: 2 clusters Score -986561.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -980444.375000 Penalty: 4431.816406
	Iteration 0F: 3 clusters Score -980444.4 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -981998.187500 Penalty: 4431.816406
	Iteration 1F: 3 clusters Score -981998.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -982257.000000 Penalty: 4431.816406
	Iteration 2F: 3 clusters Score -982257 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -982445.062500 Penalty: 4431.816406
	Iteration 3F: 3 clusters Score -982445.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -982571.062500 Penalty: 4431.816406
	Iteration 4Q: 3 clusters Score -982571.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -982654.500000 Penalty: 4431.816406
	Iteration 5Q: 3 clusters Score -982654.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -982733.937500 Penalty: 4431.816406
	Iteration 6Q: 3 clusters Score -982733.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -982824.312500 Penalty: 4431.816406
	Iteration 7Q: 3 clusters Score -982824.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -982915.687500 Penalty: 4431.816406
	Iteration 8Q: 3 clusters Score -982915.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -983015.437500 Penalty: 4431.816406
	Iteration 9Q: 3 clusters Score -983015.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -983122.062500 Penalty: 4431.816406
	Iteration 10Q: 3 clusters Score -983122.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -983253.125000 Penalty: 4431.816406
	Iteration 11Q: 3 clusters Score -983253.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -983394.125000 Penalty: 4431.816406
	Iteration 12Q: 3 clusters Score -983394.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -983544.187500 Penalty: 4431.816406
	Iteration 13Q: 3 clusters Score -983544.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -983684.687500 Penalty: 4431.816406
	Iteration 14Q: 3 clusters Score -983684.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -983812.062500 Penalty: 4431.816406
	Iteration 15Q: 3 clusters Score -983812.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -983904.500000 Penalty: 4431.816406
	Iteration 16Q: 3 clusters Score -983904.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -983991.812500 Penalty: 4431.816406
	Iteration 17Q: 3 clusters Score -983991.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -984075.875000 Penalty: 4431.816406
	Iteration 18Q: 3 clusters Score -984075.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -984142.812500 Penalty: 4431.816406
	Iteration 19Q: 3 clusters Score -984142.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -984202.625000 Penalty: 4431.816406
	Iteration 20F: 3 clusters Score -984202.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -984252.125000 Penalty: 4431.816406
	Iteration 21Q: 3 clusters Score -984252.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -984313.687500 Penalty: 4431.816406
	Iteration 22Q: 3 clusters Score -984313.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -984369.937500 Penalty: 4431.816406
	Iteration 23Q: 3 clusters Score -984369.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -984409.562500 Penalty: 4431.816406
	Iteration 24Q: 3 clusters Score -984409.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -984442.250000 Penalty: 4431.816406
	Iteration 25Q: 3 clusters Score -984442.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -984477.062500 Penalty: 4431.816406
	Iteration 26Q: 3 clusters Score -984477.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -984500.062500 Penalty: 4431.816406
	Iteration 27Q: 3 clusters Score -984500.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -984526.125000 Penalty: 4431.816406
	Iteration 28Q: 3 clusters Score -984526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -984539.187500 Penalty: 4431.816406
	Iteration 29Q: 3 clusters Score -984539.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -984547.000000 Penalty: 4431.816406
	Iteration 30Q: 3 clusters Score -984547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -984555.312500 Penalty: 4431.816406
	Iteration 31Q: 3 clusters Score -984555.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -984564.687500 Penalty: 4431.816406
	Iteration 32Q: 3 clusters Score -984564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -984573.187500 Penalty: 4431.816406
	Iteration 33Q: 3 clusters Score -984573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -984580.250000 Penalty: 4431.816406
	Iteration 34Q: 3 clusters Score -984580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -984583.750000 Penalty: 4431.816406
	Iteration 35Q: 3 clusters Score -984583.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -984587.000000 Penalty: 4431.816406
	Iteration 36Q: 3 clusters Score -984587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -984589.625000 Penalty: 4431.816406
	Iteration 37Q: 3 clusters Score -984589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -984599.125000 Penalty: 4431.816406
	Iteration 38Q: 3 clusters Score -984599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -984605.312500 Penalty: 4431.816406
	Iteration 39Q: 3 clusters Score -984605.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -984615.437500 Penalty: 4431.816406
	Iteration 40F: 3 clusters Score -984615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -984622.562500 Penalty: 4431.816406
	Iteration 41Q: 3 clusters Score -984622.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -984629.125000 Penalty: 4431.816406
	Iteration 42Q: 3 clusters Score -984629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -984633.812500 Penalty: 4431.816406
	Iteration 43Q: 3 clusters Score -984633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -984640.875000 Penalty: 4431.816406
	Iteration 44Q: 3 clusters Score -984640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -984643.375000 Penalty: 4431.816406
	Iteration 45Q: 3 clusters Score -984643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -984644.187500 Penalty: 4431.816406
	Iteration 46Q: 3 clusters Score -984644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -984646.312500 Penalty: 4431.816406
	Iteration 47Q: 3 clusters Score -984646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -984647.812500 Penalty: 4431.816406
	Iteration 48Q: 3 clusters Score -984647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -984650.500000 Penalty: 4431.816406
	Iteration 49Q: 3 clusters Score -984650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -984650.500000 Penalty: 4431.816406
	Iteration 50F: 3 clusters Score -984650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 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 133 members 
Entering Unmasked Estep 
Score: -21972.519531 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -21972.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22252.787109 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22252.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22382.619141 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -22382.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22435.732422 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22435.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22506.894531 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22506.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22531.658203 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22531.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22565.613281 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22565.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22582.822266 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22582.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22619.298828 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -22619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22691.761719 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -22691.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22781.632812 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -22781.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22898.142578 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -22898.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22983.220703 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -22983.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23033.541016 Penalty: 2734.660645
	Iteration 13Q: 3 clusters Score -23033.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23091.410156 Penalty: 2734.660645
	Iteration 14Q: 3 clusters Score -23091.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23191.123047 Penalty: 2734.660645
	Iteration 15Q: 3 clusters Score -23191.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23204.847656 Penalty: 2734.660645
	Iteration 16Q: 3 clusters Score -23204.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23217.722656 Penalty: 2734.660645
	Iteration 17Q: 3 clusters Score -23217.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23229.210938 Penalty: 2734.660645
	Iteration 18Q: 3 clusters Score -23229.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23229.210938 Penalty: 2734.660645
	Iteration 19F: 3 clusters Score -23229.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 143095 members 
Mstep: Class 3 contains 204074 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 153 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178685 members 
Mstep: Class 12 contains 176227 members 
Mstep: Class 13 contains 78784 members 
Mstep: Class 14 contains 212646 members 
Mstep: Class 15 contains 53729 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 95 members 
Entering Unmasked Estep 
Score: -149685408.000000 Penalty: 72857.820312
Splitting cluster 7 changes total score from -149687424.000000 to -149685408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -221628.750000 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -221628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -219107.968750 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -219108 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219550.046875 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -219550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -219687.343750 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -219687.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -219767.812500 Penalty: 3734.852051
	Iteration 3Q: 3 clusters Score -219767.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -219814.968750 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -219815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -219858.390625 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -219858.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -219891.046875 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -219891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -219926.171875 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -219926.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219946.375000 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -219946.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -219966.109375 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -219966.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219981.468750 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -219981.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219992.781250 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -219992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220002.718750 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -220002.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220006.312500 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -220006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220008.234375 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -220008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220012.468750 Penalty: 3734.852051
	Iteration 15Q: 3 clusters Score -220012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220014.046875 Penalty: 3734.852051
	Iteration 16Q: 3 clusters Score -220014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220014.781250 Penalty: 3734.852051
	Iteration 17Q: 3 clusters Score -220014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220014.781250 Penalty: 3734.852051
	Iteration 18F: 3 clusters Score -220014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56693.574219 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56693.57 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56994.550781 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -56994.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -57168.683594 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -57168.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57471.597656 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -57471.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57875.324219 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -57875.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -58056.527344 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -58056.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -58099.000000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -58099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -58118.597656 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -58118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -58139.527344 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -58139.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -58144.289062 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -58144.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -58144.289062 Penalty: 3116.930664
	Iteration 10F: 3 clusters Score -58144.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 143095 members 
Mstep: Class 3 contains 204074 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178685 members 
Mstep: Class 12 contains 176227 members 
Mstep: Class 13 contains 78784 members 
Mstep: Class 14 contains 212646 members 
Mstep: Class 15 contains 53729 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 105 members 
Entering Unmasked Estep 
Score: -149685504.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149687424.000000 to -149685504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73326.945312 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73326.95 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73542.343750 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73542.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73592.968750 Penalty: 3217.891357
	Iteration 2Q: 3 clusters Score -73592.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73629.132812 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73629.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73642.515625 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73642.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73655.406250 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -73655.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73663.875000 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -73663.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73675.273438 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -73675.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73679.164062 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -73679.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73682.648438 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -73682.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73684.601562 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -73684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73685.828125 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -73685.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73685.828125 Penalty: 3217.891357
	Iteration 12F: 3 clusters Score -73685.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Entering Unmasked Estep 
Score: -22859556.000000 Penalty: 2999.158203
	Iteration 0F: 2 clusters Score -2.285956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 89259 members 
Entering Unmasked Estep 
Score: -22741814.000000 Penalty: 5998.316406
	Iteration 0F: 3 clusters Score -2.274181e+07 nChanged 85385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -22791642.000000 Penalty: 5998.316406
	Iteration 1F: 3 clusters Score -2.279164e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92107 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -22793250.000000 Penalty: 5998.316406
	Iteration 2Q: 3 clusters Score -2.279325e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -22795474.000000 Penalty: 5998.316406
	Iteration 3Q: 3 clusters Score -2.279547e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96963 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -22799128.000000 Penalty: 5998.316406
	Iteration 4Q: 3 clusters Score -2.279913e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -22804314.000000 Penalty: 5998.316406
	Iteration 5F: 3 clusters Score -2.280431e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -22811382.000000 Penalty: 5998.316406
	Iteration 6F: 3 clusters Score -2.281138e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114772 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -22820356.000000 Penalty: 5998.316406
	Iteration 7F: 3 clusters Score -2.282036e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123479 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -22830258.000000 Penalty: 5998.316406
	Iteration 8F: 3 clusters Score -2.283026e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131303 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -22839124.000000 Penalty: 5998.316406
	Iteration 9F: 3 clusters Score -2.283912e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -22844780.000000 Penalty: 5998.316406
	Iteration 10Q: 3 clusters Score -2.284478e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -22847974.000000 Penalty: 5998.316406
	Iteration 11Q: 3 clusters Score -2.284797e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -22850102.000000 Penalty: 5998.316406
	Iteration 12Q: 3 clusters Score -2.28501e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -22851632.000000 Penalty: 5998.316406
	Iteration 13Q: 3 clusters Score -2.285163e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -22853046.000000 Penalty: 5998.316406
	Iteration 14Q: 3 clusters Score -2.285305e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -22854210.000000 Penalty: 5998.316406
	Iteration 15Q: 3 clusters Score -2.285421e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -22855262.000000 Penalty: 5998.316406
	Iteration 16Q: 3 clusters Score -2.285526e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158645 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -22856178.000000 Penalty: 5998.316406
	Iteration 17Q: 3 clusters Score -2.285618e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160429 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -22856960.000000 Penalty: 5998.316406
	Iteration 18Q: 3 clusters Score -2.285696e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162030 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -22857572.000000 Penalty: 5998.316406
	Iteration 19Q: 3 clusters Score -2.285757e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -22857994.000000 Penalty: 5998.316406
	Iteration 20F: 3 clusters Score -2.285799e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -22858310.000000 Penalty: 5998.316406
	Iteration 21Q: 3 clusters Score -2.285831e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165896 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -22858686.000000 Penalty: 5998.316406
	Iteration 22Q: 3 clusters Score -2.285869e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -22858856.000000 Penalty: 5998.316406
	Iteration 23Q: 3 clusters Score -2.285886e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167890 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -22859010.000000 Penalty: 5998.316406
	Iteration 24Q: 3 clusters Score -2.285901e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168744 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -22859110.000000 Penalty: 5998.316406
	Iteration 25Q: 3 clusters Score -2.285911e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169509 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -22859274.000000 Penalty: 5998.316406
	Iteration 26Q: 3 clusters Score -2.285927e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -22859330.000000 Penalty: 5998.316406
	Iteration 27Q: 3 clusters Score -2.285933e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170773 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -22859410.000000 Penalty: 5998.316406
	Iteration 28Q: 3 clusters Score -2.285941e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -22859406.000000 Penalty: 5998.316406
	Iteration 29Q: 3 clusters Score -2.285941e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171754 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -22859474.000000 Penalty: 5998.316406
	Iteration 30Q: 3 clusters Score -2.285947e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -22859474.000000 Penalty: 5998.316406
	Iteration 31Q: 3 clusters Score -2.285947e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172499 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -22859480.000000 Penalty: 5998.316406
	Iteration 32Q: 3 clusters Score -2.285948e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -22859478.000000 Penalty: 5998.316406
	Iteration 33Q: 3 clusters Score -2.285948e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173063 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -22859448.000000 Penalty: 5998.316406
	Iteration 34Q: 3 clusters Score -2.285945e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173300 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -22859470.000000 Penalty: 5998.316406
	Iteration 35Q: 3 clusters Score -2.285947e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173527 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -22859478.000000 Penalty: 5998.316406
	Iteration 36Q: 3 clusters Score -2.285948e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173714 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -22859460.000000 Penalty: 5998.316406
	Iteration 37Q: 3 clusters Score -2.285946e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -22859436.000000 Penalty: 5998.316406
	Iteration 38Q: 3 clusters Score -2.285944e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173991 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -22859410.000000 Penalty: 5998.316406
	Iteration 39Q: 3 clusters Score -2.285941e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174105 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -22859406.000000 Penalty: 5998.316406
	Iteration 40F: 3 clusters Score -2.285941e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -22859412.000000 Penalty: 5998.316406
	Iteration 41Q: 3 clusters Score -2.285941e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174296 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -22859440.000000 Penalty: 5998.316406
	Iteration 42Q: 3 clusters Score -2.285944e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174372 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -22859446.000000 Penalty: 5998.316406
	Iteration 43Q: 3 clusters Score -2.285945e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -22859466.000000 Penalty: 5998.316406
	Iteration 44Q: 3 clusters Score -2.285947e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22859432.000000 Penalty: 5998.316406
	Iteration 45Q: 3 clusters Score -2.285943e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174601 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -22859414.000000 Penalty: 5998.316406
	Iteration 46Q: 3 clusters Score -2.285941e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174672 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -22859406.000000 Penalty: 5998.316406
	Iteration 47Q: 3 clusters Score -2.285941e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -22859408.000000 Penalty: 5998.316406
	Iteration 48Q: 3 clusters Score -2.285941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -22859426.000000 Penalty: 5998.316406
	Iteration 49Q: 3 clusters Score -2.285943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -22859390.000000 Penalty: 5998.316406
	Iteration 50Q: 3 clusters Score -2.285939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -22859368.000000 Penalty: 5998.316406
	Iteration 51Q: 3 clusters Score -2.285937e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -22859362.000000 Penalty: 5998.316406
	Iteration 52Q: 3 clusters Score -2.285936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175028 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -22859344.000000 Penalty: 5998.316406
	Iteration 53Q: 3 clusters Score -2.285934e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175073 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22859324.000000 Penalty: 5998.316406
	Iteration 54Q: 3 clusters Score -2.285932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175109 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -22859312.000000 Penalty: 5998.316406
	Iteration 55Q: 3 clusters Score -2.285931e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -22859318.000000 Penalty: 5998.316406
	Iteration 56Q: 3 clusters Score -2.285932e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175180 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -22859306.000000 Penalty: 5998.316406
	Iteration 57Q: 3 clusters Score -2.285931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -22859290.000000 Penalty: 5998.316406
	Iteration 58Q: 3 clusters Score -2.285929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -22859254.000000 Penalty: 5998.316406
	Iteration 59Q: 3 clusters Score -2.285925e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175268 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -22859268.000000 Penalty: 5998.316406
	Iteration 60F: 3 clusters Score -2.285927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175290 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 5998.316406
	Iteration 61Q: 3 clusters Score -2.285928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175311 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -22859272.000000 Penalty: 5998.316406
	Iteration 62Q: 3 clusters Score -2.285927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175333 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -22859254.000000 Penalty: 5998.316406
	Iteration 63Q: 3 clusters Score -2.285925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175346 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -22859266.000000 Penalty: 5998.316406
	Iteration 64Q: 3 clusters Score -2.285927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -22859258.000000 Penalty: 5998.316406
	Iteration 65Q: 3 clusters Score -2.285926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175376 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22859282.000000 Penalty: 5998.316406
	Iteration 66Q: 3 clusters Score -2.285928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -22859272.000000 Penalty: 5998.316406
	Iteration 67Q: 3 clusters Score -2.285927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175412 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -22859284.000000 Penalty: 5998.316406
	Iteration 68Q: 3 clusters Score -2.285928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -22859294.000000 Penalty: 5998.316406
	Iteration 69Q: 3 clusters Score -2.285929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -22859292.000000 Penalty: 5998.316406
	Iteration 70Q: 3 clusters Score -2.285929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175444 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -22859278.000000 Penalty: 5998.316406
	Iteration 71Q: 3 clusters Score -2.285928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -22859282.000000 Penalty: 5998.316406
	Iteration 72Q: 3 clusters Score -2.285928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175450 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -22859280.000000 Penalty: 5998.316406
	Iteration 73Q: 3 clusters Score -2.285928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -22859276.000000 Penalty: 5998.316406
	Iteration 74Q: 3 clusters Score -2.285928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175453 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22859290.000000 Penalty: 5998.316406
	Iteration 75Q: 3 clusters Score -2.285929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175455 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -22859286.000000 Penalty: 5998.316406
	Iteration 76Q: 3 clusters Score -2.285929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -22859300.000000 Penalty: 5998.316406
	Iteration 77Q: 3 clusters Score -2.28593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175461 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -22859294.000000 Penalty: 5998.316406
	Iteration 78Q: 3 clusters Score -2.285929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -22859288.000000 Penalty: 5998.316406
	Iteration 79Q: 3 clusters Score -2.285929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22859296.000000 Penalty: 5998.316406
	Iteration 80F: 3 clusters Score -2.28593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Entering Unmasked Estep 
Score: -22658692.000000 Penalty: 2995.722900
	Iteration 0F: 2 clusters Score -2.265869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -22542544.000000 Penalty: 5991.445801
	Iteration 0F: 3 clusters Score -2.254254e+07 nChanged 84666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -22592308.000000 Penalty: 5991.445801
	Iteration 1F: 3 clusters Score -2.259231e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 87232 members 
Entering Unmasked Estep 
Score: -22593114.000000 Penalty: 5991.445801
	Iteration 2Q: 3 clusters Score -2.259311e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -22594200.000000 Penalty: 5991.445801
	Iteration 3Q: 3 clusters Score -2.25942e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -22595464.000000 Penalty: 5991.445801
	Iteration 4Q: 3 clusters Score -2.259546e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -22597190.000000 Penalty: 5991.445801
	Iteration 5Q: 3 clusters Score -2.259719e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -22599504.000000 Penalty: 5991.445801
	Iteration 6Q: 3 clusters Score -2.25995e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -22603126.000000 Penalty: 5991.445801
	Iteration 7Q: 3 clusters Score -2.260313e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -22608354.000000 Penalty: 5991.445801
	Iteration 8Q: 3 clusters Score -2.260835e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -22615836.000000 Penalty: 5991.445801
	Iteration 9F: 3 clusters Score -2.261584e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
Score: -22624682.000000 Penalty: 5991.445801
	Iteration 10F: 3 clusters Score -2.262468e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -22631680.000000 Penalty: 5991.445801
	Iteration 11F: 3 clusters Score -2.263168e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -22635410.000000 Penalty: 5991.445801
	Iteration 12Q: 3 clusters Score -2.263541e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107972 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -22637082.000000 Penalty: 5991.445801
	Iteration 13Q: 3 clusters Score -2.263708e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -22637982.000000 Penalty: 5991.445801
	Iteration 14Q: 3 clusters Score -2.263798e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -22638762.000000 Penalty: 5991.445801
	Iteration 15Q: 3 clusters Score -2.263876e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -22639716.000000 Penalty: 5991.445801
	Iteration 16Q: 3 clusters Score -2.263972e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -22640504.000000 Penalty: 5991.445801
	Iteration 17Q: 3 clusters Score -2.26405e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -22641394.000000 Penalty: 5991.445801
	Iteration 18Q: 3 clusters Score -2.264139e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -22642330.000000 Penalty: 5991.445801
	Iteration 19Q: 3 clusters Score -2.264233e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -22643446.000000 Penalty: 5991.445801
	Iteration 20F: 3 clusters Score -2.264345e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -22644444.000000 Penalty: 5991.445801
	Iteration 21Q: 3 clusters Score -2.264444e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -22645456.000000 Penalty: 5991.445801
	Iteration 22Q: 3 clusters Score -2.264546e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -22646542.000000 Penalty: 5991.445801
	Iteration 23Q: 3 clusters Score -2.264654e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -22647626.000000 Penalty: 5991.445801
	Iteration 24Q: 3 clusters Score -2.264763e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -22648588.000000 Penalty: 5991.445801
	Iteration 25Q: 3 clusters Score -2.264859e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -22649336.000000 Penalty: 5991.445801
	Iteration 26Q: 3 clusters Score -2.264934e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 89084 members 
Entering Unmasked Estep 
Score: -22650058.000000 Penalty: 5991.445801
	Iteration 27Q: 3 clusters Score -2.265006e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85186 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -22650734.000000 Penalty: 5991.445801
	Iteration 28Q: 3 clusters Score -2.265073e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -22651134.000000 Penalty: 5991.445801
	Iteration 29Q: 3 clusters Score -2.265113e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -22651484.000000 Penalty: 5991.445801
	Iteration 30Q: 3 clusters Score -2.265148e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -22651736.000000 Penalty: 5991.445801
	Iteration 31Q: 3 clusters Score -2.265174e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -22651940.000000 Penalty: 5991.445801
	Iteration 32Q: 3 clusters Score -2.265194e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -22652136.000000 Penalty: 5991.445801
	Iteration 33Q: 3 clusters Score -2.265214e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -22652280.000000 Penalty: 5991.445801
	Iteration 34Q: 3 clusters Score -2.265228e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 101289 members 
Entering Unmasked Estep 
Score: -22652290.000000 Penalty: 5991.445801
	Iteration 35Q: 3 clusters Score -2.265229e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -22652538.000000 Penalty: 5991.445801
	Iteration 36Q: 3 clusters Score -2.265254e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -22652680.000000 Penalty: 5991.445801
	Iteration 37Q: 3 clusters Score -2.265268e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -22652798.000000 Penalty: 5991.445801
	Iteration 38Q: 3 clusters Score -2.26528e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -22652982.000000 Penalty: 5991.445801
	Iteration 39Q: 3 clusters Score -2.265298e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -22653144.000000 Penalty: 5991.445801
	Iteration 40F: 3 clusters Score -2.265314e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -22653184.000000 Penalty: 5991.445801
	Iteration 41Q: 3 clusters Score -2.265318e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -22653306.000000 Penalty: 5991.445801
	Iteration 42Q: 3 clusters Score -2.265331e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -22653328.000000 Penalty: 5991.445801
	Iteration 43Q: 3 clusters Score -2.265333e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -22653396.000000 Penalty: 5991.445801
	Iteration 44Q: 3 clusters Score -2.26534e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 110095 members 
Entering Unmasked Estep 
Score: -22653472.000000 Penalty: 5991.445801
	Iteration 45Q: 3 clusters Score -2.265347e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -22653576.000000 Penalty: 5991.445801
	Iteration 46Q: 3 clusters Score -2.265358e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -22653634.000000 Penalty: 5991.445801
	Iteration 47Q: 3 clusters Score -2.265363e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 111661 members 
Entering Unmasked Estep 
Score: -22653752.000000 Penalty: 5991.445801
	Iteration 48Q: 3 clusters Score -2.265375e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -22653856.000000 Penalty: 5991.445801
	Iteration 49Q: 3 clusters Score -2.265386e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -22653866.000000 Penalty: 5991.445801
	Iteration 50Q: 3 clusters Score -2.265387e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -22653878.000000 Penalty: 5991.445801
	Iteration 51Q: 3 clusters Score -2.265388e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -22653952.000000 Penalty: 5991.445801
	Iteration 52Q: 3 clusters Score -2.265395e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -22653940.000000 Penalty: 5991.445801
	Iteration 53Q: 3 clusters Score -2.265394e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -22653966.000000 Penalty: 5991.445801
	Iteration 54Q: 3 clusters Score -2.265397e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 114260 members 
Entering Unmasked Estep 
Score: -22653982.000000 Penalty: 5991.445801
	Iteration 55Q: 3 clusters Score -2.265398e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 114562 members 
Entering Unmasked Estep 
Score: -22654002.000000 Penalty: 5991.445801
	Iteration 56Q: 3 clusters Score -2.2654e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -22653998.000000 Penalty: 5991.445801
	Iteration 57Q: 3 clusters Score -2.2654e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -22654050.000000 Penalty: 5991.445801
	Iteration 58Q: 3 clusters Score -2.265405e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -22654034.000000 Penalty: 5991.445801
	Iteration 59Q: 3 clusters Score -2.265403e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
Score: -22654120.000000 Penalty: 5991.445801
	Iteration 60F: 3 clusters Score -2.265412e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 116029 members 
Entering Unmasked Estep 
Score: -22654124.000000 Penalty: 5991.445801
	Iteration 61Q: 3 clusters Score -2.265412e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -22654124.000000 Penalty: 5991.445801
	Iteration 62Q: 3 clusters Score -2.265412e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 116509 members 
Entering Unmasked Estep 
Score: -22654114.000000 Penalty: 5991.445801
	Iteration 63Q: 3 clusters Score -2.265411e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -22654134.000000 Penalty: 5991.445801
	Iteration 64Q: 3 clusters Score -2.265413e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 116968 members 
Entering Unmasked Estep 
Score: -22654138.000000 Penalty: 5991.445801
	Iteration 65Q: 3 clusters Score -2.265414e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -22654174.000000 Penalty: 5991.445801
	Iteration 66Q: 3 clusters Score -2.265417e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -22654150.000000 Penalty: 5991.445801
	Iteration 67Q: 3 clusters Score -2.265415e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -22654124.000000 Penalty: 5991.445801
	Iteration 68Q: 3 clusters Score -2.265412e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -22654130.000000 Penalty: 5991.445801
	Iteration 69Q: 3 clusters Score -2.265413e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -22654142.000000 Penalty: 5991.445801
	Iteration 70Q: 3 clusters Score -2.265414e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -22654100.000000 Penalty: 5991.445801
	Iteration 71Q: 3 clusters Score -2.26541e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 118171 members 
Entering Unmasked Estep 
Score: -22654090.000000 Penalty: 5991.445801
	Iteration 72Q: 3 clusters Score -2.265409e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -22654092.000000 Penalty: 5991.445801
	Iteration 73Q: 3 clusters Score -2.265409e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 118430 members 
Entering Unmasked Estep 
Score: -22654096.000000 Penalty: 5991.445801
	Iteration 74Q: 3 clusters Score -2.26541e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -22654126.000000 Penalty: 5991.445801
	Iteration 75Q: 3 clusters Score -2.265413e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 118698 members 
Entering Unmasked Estep 
Score: -22654126.000000 Penalty: 5991.445801
	Iteration 76Q: 3 clusters Score -2.265413e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -22654152.000000 Penalty: 5991.445801
	Iteration 77Q: 3 clusters Score -2.265415e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 118943 members 
Entering Unmasked Estep 
Score: -22654174.000000 Penalty: 5991.445801
	Iteration 78Q: 3 clusters Score -2.265417e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 119056 members 
Entering Unmasked Estep 
Score: -22654202.000000 Penalty: 5991.445801
	Iteration 79Q: 3 clusters Score -2.26542e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 119159 members 
Entering Unmasked Estep 
Score: -22654202.000000 Penalty: 5991.445801
	Iteration 80F: 3 clusters Score -2.26542e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -22654158.000000 Penalty: 5991.445801
	Iteration 81Q: 3 clusters Score -2.265416e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -22654146.000000 Penalty: 5991.445801
	Iteration 82Q: 3 clusters Score -2.265415e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -22654176.000000 Penalty: 5991.445801
	Iteration 83Q: 3 clusters Score -2.265418e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -22654194.000000 Penalty: 5991.445801
	Iteration 84Q: 3 clusters Score -2.265419e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 119675 members 
Entering Unmasked Estep 
Score: -22654192.000000 Penalty: 5991.445801
	Iteration 85Q: 3 clusters Score -2.265419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -22654214.000000 Penalty: 5991.445801
	Iteration 86Q: 3 clusters Score -2.265421e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -22654224.000000 Penalty: 5991.445801
	Iteration 87Q: 3 clusters Score -2.265422e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -22654246.000000 Penalty: 5991.445801
	Iteration 88Q: 3 clusters Score -2.265425e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 120055 members 
Entering Unmasked Estep 
Score: -22654266.000000 Penalty: 5991.445801
	Iteration 89Q: 3 clusters Score -2.265427e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 120138 members 
Entering Unmasked Estep 
Score: -22654238.000000 Penalty: 5991.445801
	Iteration 90Q: 3 clusters Score -2.265424e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -22654232.000000 Penalty: 5991.445801
	Iteration 91Q: 3 clusters Score -2.265423e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 120322 members 
Entering Unmasked Estep 
Score: -22654240.000000 Penalty: 5991.445801
	Iteration 92Q: 3 clusters Score -2.265424e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 120392 members 
Entering Unmasked Estep 
Score: -22654240.000000 Penalty: 5991.445801
	Iteration 93Q: 3 clusters Score -2.265424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 120439 members 
Entering Unmasked Estep 
Score: -22654234.000000 Penalty: 5991.445801
	Iteration 94Q: 3 clusters Score -2.265423e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 120499 members 
Entering Unmasked Estep 
Score: -22654252.000000 Penalty: 5991.445801
	Iteration 95Q: 3 clusters Score -2.265425e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 120544 members 
Entering Unmasked Estep 
Score: -22654258.000000 Penalty: 5991.445801
	Iteration 96Q: 3 clusters Score -2.265426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -22654260.000000 Penalty: 5991.445801
	Iteration 97Q: 3 clusters Score -2.265426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 120602 members 
Entering Unmasked Estep 
Score: -22654248.000000 Penalty: 5991.445801
	Iteration 98Q: 3 clusters Score -2.265425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -22654246.000000 Penalty: 5991.445801
	Iteration 99Q: 3 clusters Score -2.265425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 120647 members 
Entering Unmasked Estep 
Score: -22654232.000000 Penalty: 5991.445801
	Iteration 100F: 3 clusters Score -2.265423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -22654222.000000 Penalty: 5991.445801
	Iteration 101Q: 3 clusters Score -2.265422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -22654222.000000 Penalty: 5991.445801
	Iteration 102Q: 3 clusters Score -2.265422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -22654222.000000 Penalty: 5991.445801
	Iteration 103Q: 3 clusters Score -2.265422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -22654238.000000 Penalty: 5991.445801
	Iteration 104Q: 3 clusters Score -2.265424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 120749 members 
Entering Unmasked Estep 
Score: -22654236.000000 Penalty: 5991.445801
	Iteration 105Q: 3 clusters Score -2.265424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 120766 members 
Entering Unmasked Estep 
Score: -22654218.000000 Penalty: 5991.445801
	Iteration 106Q: 3 clusters Score -2.265422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -22654204.000000 Penalty: 5991.445801
	Iteration 107Q: 3 clusters Score -2.26542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -22654222.000000 Penalty: 5991.445801
	Iteration 108Q: 3 clusters Score -2.265422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -22654214.000000 Penalty: 5991.445801
	Iteration 109Q: 3 clusters Score -2.265421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 120813 members 
Entering Unmasked Estep 
Score: -22654226.000000 Penalty: 5991.445801
	Iteration 110Q: 3 clusters Score -2.265423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 120818 members 
Entering Unmasked Estep 
Score: -22654216.000000 Penalty: 5991.445801
	Iteration 111Q: 3 clusters Score -2.265422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 120823 members 
Entering Unmasked Estep 
Score: -22654212.000000 Penalty: 5991.445801
	Iteration 112Q: 3 clusters Score -2.265421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -22654228.000000 Penalty: 5991.445801
	Iteration 113Q: 3 clusters Score -2.265423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 120834 members 
Entering Unmasked Estep 
Score: -22654226.000000 Penalty: 5991.445801
	Iteration 114Q: 3 clusters Score -2.265423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 120837 members 
Entering Unmasked Estep 
Score: -22654220.000000 Penalty: 5991.445801
	Iteration 115Q: 3 clusters Score -2.265422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -22654224.000000 Penalty: 5991.445801
	Iteration 116Q: 3 clusters Score -2.265422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 120839 members 
Entering Unmasked Estep 
Score: -22654216.000000 Penalty: 5991.445801
	Iteration 117Q: 3 clusters Score -2.265422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 120844 members 
Entering Unmasked Estep 
Score: -22654226.000000 Penalty: 5991.445801
	Iteration 118Q: 3 clusters Score -2.265423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -22654230.000000 Penalty: 5991.445801
	Iteration 119Q: 3 clusters Score -2.265423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 120852 members 
Entering Unmasked Estep 
Score: -22654224.000000 Penalty: 5991.445801
	Iteration 120F: 3 clusters Score -2.265422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 120857 members 
Entering Unmasked Estep 
Score: -22654226.000000 Penalty: 5991.445801
	Iteration 121Q: 3 clusters Score -2.265423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -22654214.000000 Penalty: 5991.445801
	Iteration 122Q: 3 clusters Score -2.265421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 120863 members 
Entering Unmasked Estep 
Score: -22654220.000000 Penalty: 5991.445801
	Iteration 123Q: 3 clusters Score -2.265422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -22654214.000000 Penalty: 5991.445801
	Iteration 124Q: 3 clusters Score -2.265421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 120865 members 
Entering Unmasked Estep 
Score: -22654208.000000 Penalty: 5991.445801
	Iteration 125Q: 3 clusters Score -2.265421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 120866 members 
Entering Unmasked Estep 
Score: -22654210.000000 Penalty: 5991.445801
	Iteration 126Q: 3 clusters Score -2.265421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -22654214.000000 Penalty: 5991.445801
	Iteration 127Q: 3 clusters Score -2.265421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -22654230.000000 Penalty: 5991.445801
	Iteration 128Q: 3 clusters Score -2.265423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -22654246.000000 Penalty: 5991.445801
	Iteration 129Q: 3 clusters Score -2.265425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 120874 members 
Entering Unmasked Estep 
Score: -22654246.000000 Penalty: 5991.445801
	Iteration 130Q: 3 clusters Score -2.265425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -22654250.000000 Penalty: 5991.445801
	Iteration 131Q: 3 clusters Score -2.265425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -22654250.000000 Penalty: 5991.445801
	Iteration 132F: 3 clusters Score -2.265425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Entering Unmasked Estep 
Score: -9840472.000000 Penalty: 2796.067383
	Iteration 0F: 2 clusters Score -9840472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -9787789.000000 Penalty: 5592.134766
	Iteration 0F: 3 clusters Score -9787789 nChanged 37004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -9808717.000000 Penalty: 5592.134766
	Iteration 1F: 3 clusters Score -9808717 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -9809318.000000 Penalty: 5592.134766
	Iteration 2Q: 3 clusters Score -9809318 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -9809995.000000 Penalty: 5592.134766
	Iteration 3Q: 3 clusters Score -9809995 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -9811095.000000 Penalty: 5592.134766
	Iteration 4Q: 3 clusters Score -9811095 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -9813058.000000 Penalty: 5592.134766
	Iteration 5F: 3 clusters Score -9813058 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -9816571.000000 Penalty: 5592.134766
	Iteration 6F: 3 clusters Score -9816571 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -9822152.000000 Penalty: 5592.134766
	Iteration 7F: 3 clusters Score -9822152 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -9829102.000000 Penalty: 5592.134766
	Iteration 8F: 3 clusters Score -9829102 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -9834536.000000 Penalty: 5592.134766
	Iteration 9F: 3 clusters Score -9834536 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -9836912.000000 Penalty: 5592.134766
	Iteration 10Q: 3 clusters Score -9836912 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -9837621.000000 Penalty: 5592.134766
	Iteration 11Q: 3 clusters Score -9837621 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -9837864.000000 Penalty: 5592.134766
	Iteration 12Q: 3 clusters Score -9837864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -9837939.000000 Penalty: 5592.134766
	Iteration 13Q: 3 clusters Score -9837939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -9837988.000000 Penalty: 5592.134766
	Iteration 14Q: 3 clusters Score -9837988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -9838020.000000 Penalty: 5592.134766
	Iteration 15Q: 3 clusters Score -9838020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9838036.000000 Penalty: 5592.134766
	Iteration 16Q: 3 clusters Score -9838036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -9838049.000000 Penalty: 5592.134766
	Iteration 17Q: 3 clusters Score -9838049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9838051.000000 Penalty: 5592.134766
	Iteration 18Q: 3 clusters Score -9838051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -9838052.000000 Penalty: 5592.134766
	Iteration 19Q: 3 clusters Score -9838052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -9838056.000000 Penalty: 5592.134766
	Iteration 20F: 3 clusters Score -9838056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -9838066.000000 Penalty: 5592.134766
	Iteration 21Q: 3 clusters Score -9838066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 78586 members 
Entering Unmasked Estep 
Score: -9838065.000000 Penalty: 5592.134766
	Iteration 22Q: 3 clusters Score -9838065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -9838063.000000 Penalty: 5592.134766
	Iteration 23Q: 3 clusters Score -9838063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -9838063.000000 Penalty: 5592.134766
	Iteration 24F: 3 clusters Score -9838063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212646 members 
Entering Unmasked Estep 
Score: -27351000.000000 Penalty: 3042.311279
	Iteration 0F: 2 clusters Score -2.7351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -27215736.000000 Penalty: 6084.622559
	Iteration 0F: 3 clusters Score -2.721574e+07 nChanged 102399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105592 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -27275572.000000 Penalty: 6084.622559
	Iteration 1F: 3 clusters Score -2.727557e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -27276582.000000 Penalty: 6084.622559
	Iteration 2Q: 3 clusters Score -2.727658e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 106852 members 
Entering Unmasked Estep 
Score: -27277426.000000 Penalty: 6084.622559
	Iteration 3Q: 3 clusters Score -2.727743e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -27278456.000000 Penalty: 6084.622559
	Iteration 4Q: 3 clusters Score -2.727846e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -27279786.000000 Penalty: 6084.622559
	Iteration 5Q: 3 clusters Score -2.727979e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -27281528.000000 Penalty: 6084.622559
	Iteration 6Q: 3 clusters Score -2.728153e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -27283766.000000 Penalty: 6084.622559
	Iteration 7Q: 3 clusters Score -2.728377e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -27287256.000000 Penalty: 6084.622559
	Iteration 8Q: 3 clusters Score -2.728726e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99510 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -27292668.000000 Penalty: 6084.622559
	Iteration 9Q: 3 clusters Score -2.729267e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 116415 members 
Entering Unmasked Estep 
Score: -27301268.000000 Penalty: 6084.622559
	Iteration 10F: 3 clusters Score -2.730127e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 119681 members 
Entering Unmasked Estep 
Score: -27310940.000000 Penalty: 6084.622559
	Iteration 11F: 3 clusters Score -2.731094e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 122054 members 
Entering Unmasked Estep 
Score: -27318008.000000 Penalty: 6084.622559
	Iteration 12F: 3 clusters Score -2.731801e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -27320680.000000 Penalty: 6084.622559
	Iteration 13Q: 3 clusters Score -2.732068e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 125368 members 
Entering Unmasked Estep 
Score: -27321868.000000 Penalty: 6084.622559
	Iteration 14Q: 3 clusters Score -2.732187e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 126948 members 
Entering Unmasked Estep 
Score: -27322422.000000 Penalty: 6084.622559
	Iteration 15Q: 3 clusters Score -2.732242e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -27322922.000000 Penalty: 6084.622559
	Iteration 16Q: 3 clusters Score -2.732292e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 130340 members 
Entering Unmasked Estep 
Score: -27323514.000000 Penalty: 6084.622559
	Iteration 17Q: 3 clusters Score -2.732351e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 132205 members 
Entering Unmasked Estep 
Score: -27324092.000000 Penalty: 6084.622559
	Iteration 18Q: 3 clusters Score -2.732409e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 134082 members 
Entering Unmasked Estep 
Score: -27324840.000000 Penalty: 6084.622559
	Iteration 19Q: 3 clusters Score -2.732484e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -27325744.000000 Penalty: 6084.622559
	Iteration 20F: 3 clusters Score -2.732574e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -27326834.000000 Penalty: 6084.622559
	Iteration 21Q: 3 clusters Score -2.732683e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 139767 members 
Entering Unmasked Estep 
Score: -27328136.000000 Penalty: 6084.622559
	Iteration 22Q: 3 clusters Score -2.732814e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 141464 members 
Entering Unmasked Estep 
Score: -27329130.000000 Penalty: 6084.622559
	Iteration 23Q: 3 clusters Score -2.732913e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 143023 members 
Entering Unmasked Estep 
Score: -27330528.000000 Penalty: 6084.622559
	Iteration 24Q: 3 clusters Score -2.733053e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -27332018.000000 Penalty: 6084.622559
	Iteration 25Q: 3 clusters Score -2.733202e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 145559 members 
Entering Unmasked Estep 
Score: -27333802.000000 Penalty: 6084.622559
	Iteration 26Q: 3 clusters Score -2.73338e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -27335508.000000 Penalty: 6084.622559
	Iteration 27Q: 3 clusters Score -2.733551e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65642 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -27337192.000000 Penalty: 6084.622559
	Iteration 28Q: 3 clusters Score -2.733719e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
Score: -27338928.000000 Penalty: 6084.622559
	Iteration 29Q: 3 clusters Score -2.733893e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -27340734.000000 Penalty: 6084.622559
	Iteration 30Q: 3 clusters Score -2.734073e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -27342276.000000 Penalty: 6084.622559
	Iteration 31Q: 3 clusters Score -2.734228e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 147485 members 
Entering Unmasked Estep 
Score: -27343430.000000 Penalty: 6084.622559
	Iteration 32Q: 3 clusters Score -2.734343e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 147518 members 
Entering Unmasked Estep 
Score: -27344268.000000 Penalty: 6084.622559
	Iteration 33Q: 3 clusters Score -2.734427e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 147572 members 
Entering Unmasked Estep 
Score: -27344830.000000 Penalty: 6084.622559
	Iteration 34Q: 3 clusters Score -2.734483e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -27345230.000000 Penalty: 6084.622559
	Iteration 35Q: 3 clusters Score -2.734523e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -27345472.000000 Penalty: 6084.622559
	Iteration 36Q: 3 clusters Score -2.734547e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 148005 members 
Entering Unmasked Estep 
Score: -27345642.000000 Penalty: 6084.622559
	Iteration 37Q: 3 clusters Score -2.734564e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -27345686.000000 Penalty: 6084.622559
	Iteration 38Q: 3 clusters Score -2.734569e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 148365 members 
Entering Unmasked Estep 
Score: -27345880.000000 Penalty: 6084.622559
	Iteration 39Q: 3 clusters Score -2.734588e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -27346256.000000 Penalty: 6084.622559
	Iteration 40F: 3 clusters Score -2.734626e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -27346256.000000 Penalty: 6084.622559
	Iteration 41Q: 3 clusters Score -2.734626e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 148635 members 
Entering Unmasked Estep 
Score: -27346258.000000 Penalty: 6084.622559
	Iteration 42Q: 3 clusters Score -2.734626e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -27346346.000000 Penalty: 6084.622559
	Iteration 43Q: 3 clusters Score -2.734635e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -27346312.000000 Penalty: 6084.622559
	Iteration 44Q: 3 clusters Score -2.734631e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 148894 members 
Entering Unmasked Estep 
Score: -27346280.000000 Penalty: 6084.622559
	Iteration 45Q: 3 clusters Score -2.734628e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -27346386.000000 Penalty: 6084.622559
	Iteration 46Q: 3 clusters Score -2.734639e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -27346456.000000 Penalty: 6084.622559
	Iteration 47Q: 3 clusters Score -2.734646e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 149240 members 
Entering Unmasked Estep 
Score: -27346456.000000 Penalty: 6084.622559
	Iteration 48Q: 3 clusters Score -2.734646e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -27346470.000000 Penalty: 6084.622559
	Iteration 49Q: 3 clusters Score -2.734647e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -27346490.000000 Penalty: 6084.622559
	Iteration 50Q: 3 clusters Score -2.734649e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -27346500.000000 Penalty: 6084.622559
	Iteration 51Q: 3 clusters Score -2.73465e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
Score: -27346480.000000 Penalty: 6084.622559
	Iteration 52Q: 3 clusters Score -2.734648e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -27346518.000000 Penalty: 6084.622559
	Iteration 53Q: 3 clusters Score -2.734652e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -27346552.000000 Penalty: 6084.622559
	Iteration 54Q: 3 clusters Score -2.734655e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -27346554.000000 Penalty: 6084.622559
	Iteration 55Q: 3 clusters Score -2.734655e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -27346598.000000 Penalty: 6084.622559
	Iteration 56Q: 3 clusters Score -2.73466e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -27346602.000000 Penalty: 6084.622559
	Iteration 57Q: 3 clusters Score -2.73466e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 150610 members 
Entering Unmasked Estep 
Score: -27346574.000000 Penalty: 6084.622559
	Iteration 58Q: 3 clusters Score -2.734657e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -27346562.000000 Penalty: 6084.622559
	Iteration 59Q: 3 clusters Score -2.734656e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 150923 members 
Entering Unmasked Estep 
Score: -27346522.000000 Penalty: 6084.622559
	Iteration 60F: 3 clusters Score -2.734652e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 151090 members 
Entering Unmasked Estep 
Score: -27346498.000000 Penalty: 6084.622559
	Iteration 61Q: 3 clusters Score -2.73465e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -27346480.000000 Penalty: 6084.622559
	Iteration 62Q: 3 clusters Score -2.734648e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 151435 members 
Entering Unmasked Estep 
Score: -27346476.000000 Penalty: 6084.622559
	Iteration 63Q: 3 clusters Score -2.734648e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -27346494.000000 Penalty: 6084.622559
	Iteration 64Q: 3 clusters Score -2.734649e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 151738 members 
Entering Unmasked Estep 
Score: -27346510.000000 Penalty: 6084.622559
	Iteration 65Q: 3 clusters Score -2.734651e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 151911 members 
Entering Unmasked Estep 
Score: -27346512.000000 Penalty: 6084.622559
	Iteration 66Q: 3 clusters Score -2.734651e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 152073 members 
Entering Unmasked Estep 
Score: -27346506.000000 Penalty: 6084.622559
	Iteration 67Q: 3 clusters Score -2.734651e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 152209 members 
Entering Unmasked Estep 
Score: -27346482.000000 Penalty: 6084.622559
	Iteration 68Q: 3 clusters Score -2.734648e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 152337 members 
Entering Unmasked Estep 
Score: -27346480.000000 Penalty: 6084.622559
	Iteration 69Q: 3 clusters Score -2.734648e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -27346512.000000 Penalty: 6084.622559
	Iteration 70Q: 3 clusters Score -2.734651e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 152634 members 
Entering Unmasked Estep 
Score: -27346524.000000 Penalty: 6084.622559
	Iteration 71Q: 3 clusters Score -2.734652e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 152800 members 
Entering Unmasked Estep 
Score: -27346566.000000 Penalty: 6084.622559
	Iteration 72Q: 3 clusters Score -2.734657e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -27346544.000000 Penalty: 6084.622559
	Iteration 73Q: 3 clusters Score -2.734654e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 153102 members 
Entering Unmasked Estep 
Score: -27346558.000000 Penalty: 6084.622559
	Iteration 74Q: 3 clusters Score -2.734656e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 153260 members 
Entering Unmasked Estep 
Score: -27346512.000000 Penalty: 6084.622559
	Iteration 75Q: 3 clusters Score -2.734651e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 153410 members 
Entering Unmasked Estep 
Score: -27346522.000000 Penalty: 6084.622559
	Iteration 76Q: 3 clusters Score -2.734652e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -27346524.000000 Penalty: 6084.622559
	Iteration 77Q: 3 clusters Score -2.734652e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -27346524.000000 Penalty: 6084.622559
	Iteration 78Q: 3 clusters Score -2.734652e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -27346546.000000 Penalty: 6084.622559
	Iteration 79Q: 3 clusters Score -2.734655e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 154004 members 
Entering Unmasked Estep 
Score: -27346588.000000 Penalty: 6084.622559
	Iteration 80F: 3 clusters Score -2.734659e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -27346604.000000 Penalty: 6084.622559
	Iteration 81Q: 3 clusters Score -2.73466e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 154253 members 
Entering Unmasked Estep 
Score: -27346576.000000 Penalty: 6084.622559
	Iteration 82Q: 3 clusters Score -2.734658e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 154383 members 
Entering Unmasked Estep 
Score: -27346612.000000 Penalty: 6084.622559
	Iteration 83Q: 3 clusters Score -2.734661e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 154512 members 
Entering Unmasked Estep 
Score: -27346610.000000 Penalty: 6084.622559
	Iteration 84Q: 3 clusters Score -2.734661e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 154658 members 
Entering Unmasked Estep 
Score: -27346656.000000 Penalty: 6084.622559
	Iteration 85Q: 3 clusters Score -2.734666e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -27346674.000000 Penalty: 6084.622559
	Iteration 86Q: 3 clusters Score -2.734667e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -27346690.000000 Penalty: 6084.622559
	Iteration 87Q: 3 clusters Score -2.734669e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -27346722.000000 Penalty: 6084.622559
	Iteration 88Q: 3 clusters Score -2.734672e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 155263 members 
Entering Unmasked Estep 
Score: -27346744.000000 Penalty: 6084.622559
	Iteration 89Q: 3 clusters Score -2.734674e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 155383 members 
Entering Unmasked Estep 
Score: -27346752.000000 Penalty: 6084.622559
	Iteration 90Q: 3 clusters Score -2.734675e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -27346762.000000 Penalty: 6084.622559
	Iteration 91Q: 3 clusters Score -2.734676e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -27346770.000000 Penalty: 6084.622559
	Iteration 92Q: 3 clusters Score -2.734677e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -27346786.000000 Penalty: 6084.622559
	Iteration 93Q: 3 clusters Score -2.734679e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -27346814.000000 Penalty: 6084.622559
	Iteration 94Q: 3 clusters Score -2.734681e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -27346830.000000 Penalty: 6084.622559
	Iteration 95Q: 3 clusters Score -2.734683e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -27346838.000000 Penalty: 6084.622559
	Iteration 96Q: 3 clusters Score -2.734684e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -27346808.000000 Penalty: 6084.622559
	Iteration 97Q: 3 clusters Score -2.734681e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 156307 members 
Entering Unmasked Estep 
Score: -27346784.000000 Penalty: 6084.622559
	Iteration 98Q: 3 clusters Score -2.734678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 156460 members 
Entering Unmasked Estep 
Score: -27346806.000000 Penalty: 6084.622559
	Iteration 99Q: 3 clusters Score -2.734681e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -27346828.000000 Penalty: 6084.622559
	Iteration 100F: 3 clusters Score -2.734683e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 156791 members 
Entering Unmasked Estep 
Score: -27346794.000000 Penalty: 6084.622559
	Iteration 101Q: 3 clusters Score -2.734679e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -27346832.000000 Penalty: 6084.622559
	Iteration 102Q: 3 clusters Score -2.734683e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -27346818.000000 Penalty: 6084.622559
	Iteration 103Q: 3 clusters Score -2.734682e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 157291 members 
Entering Unmasked Estep 
Score: -27346844.000000 Penalty: 6084.622559
	Iteration 104Q: 3 clusters Score -2.734684e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 157493 members 
Entering Unmasked Estep 
Score: -27346862.000000 Penalty: 6084.622559
	Iteration 105Q: 3 clusters Score -2.734686e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -27346890.000000 Penalty: 6084.622559
	Iteration 106Q: 3 clusters Score -2.734689e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -27346904.000000 Penalty: 6084.622559
	Iteration 107Q: 3 clusters Score -2.73469e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -27346930.000000 Penalty: 6084.622559
	Iteration 108Q: 3 clusters Score -2.734693e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 158241 members 
Entering Unmasked Estep 
Score: -27346952.000000 Penalty: 6084.622559
	Iteration 109Q: 3 clusters Score -2.734695e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 158419 members 
Entering Unmasked Estep 
Score: -27346916.000000 Penalty: 6084.622559
	Iteration 110Q: 3 clusters Score -2.734692e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 158598 members 
Entering Unmasked Estep 
Score: -27346938.000000 Penalty: 6084.622559
	Iteration 111Q: 3 clusters Score -2.734694e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -27346934.000000 Penalty: 6084.622559
	Iteration 112Q: 3 clusters Score -2.734693e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -27346990.000000 Penalty: 6084.622559
	Iteration 113Q: 3 clusters Score -2.734699e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 159135 members 
Entering Unmasked Estep 
Score: -27346966.000000 Penalty: 6084.622559
	Iteration 114Q: 3 clusters Score -2.734697e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -27347008.000000 Penalty: 6084.622559
	Iteration 115Q: 3 clusters Score -2.734701e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 159432 members 
Entering Unmasked Estep 
Score: -27347018.000000 Penalty: 6084.622559
	Iteration 116Q: 3 clusters Score -2.734702e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -27347068.000000 Penalty: 6084.622559
	Iteration 117Q: 3 clusters Score -2.734707e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 159720 members 
Entering Unmasked Estep 
Score: -27347076.000000 Penalty: 6084.622559
	Iteration 118Q: 3 clusters Score -2.734708e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 159853 members 
Entering Unmasked Estep 
Score: -27347080.000000 Penalty: 6084.622559
	Iteration 119Q: 3 clusters Score -2.734708e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -27347070.000000 Penalty: 6084.622559
	Iteration 120F: 3 clusters Score -2.734707e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -27347122.000000 Penalty: 6084.622559
	Iteration 121Q: 3 clusters Score -2.734712e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -27347112.000000 Penalty: 6084.622559
	Iteration 122Q: 3 clusters Score -2.734711e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -27347094.000000 Penalty: 6084.622559
	Iteration 123Q: 3 clusters Score -2.734709e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -27347116.000000 Penalty: 6084.622559
	Iteration 124Q: 3 clusters Score -2.734712e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 160646 members 
Entering Unmasked Estep 
Score: -27347140.000000 Penalty: 6084.622559
	Iteration 125Q: 3 clusters Score -2.734714e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -27347174.000000 Penalty: 6084.622559
	Iteration 126Q: 3 clusters Score -2.734717e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -27347158.000000 Penalty: 6084.622559
	Iteration 127Q: 3 clusters Score -2.734716e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -27347148.000000 Penalty: 6084.622559
	Iteration 128Q: 3 clusters Score -2.734715e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -27347106.000000 Penalty: 6084.622559
	Iteration 129Q: 3 clusters Score -2.734711e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -27347106.000000 Penalty: 6084.622559
	Iteration 130Q: 3 clusters Score -2.734711e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -27347118.000000 Penalty: 6084.622559
	Iteration 131Q: 3 clusters Score -2.734712e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -27347166.000000 Penalty: 6084.622559
	Iteration 132Q: 3 clusters Score -2.734717e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -27347174.000000 Penalty: 6084.622559
	Iteration 133Q: 3 clusters Score -2.734717e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -27347186.000000 Penalty: 6084.622559
	Iteration 134Q: 3 clusters Score -2.734719e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -27347180.000000 Penalty: 6084.622559
	Iteration 135Q: 3 clusters Score -2.734718e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -27347154.000000 Penalty: 6084.622559
	Iteration 136Q: 3 clusters Score -2.734715e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 162581 members 
Entering Unmasked Estep 
Score: -27347160.000000 Penalty: 6084.622559
	Iteration 137Q: 3 clusters Score -2.734716e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 162720 members 
Entering Unmasked Estep 
Score: -27347180.000000 Penalty: 6084.622559
	Iteration 138Q: 3 clusters Score -2.734718e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -27347158.000000 Penalty: 6084.622559
	Iteration 139Q: 3 clusters Score -2.734716e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -27347152.000000 Penalty: 6084.622559
	Iteration 140F: 3 clusters Score -2.734715e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -27347172.000000 Penalty: 6084.622559
	Iteration 141Q: 3 clusters Score -2.734717e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -27347154.000000 Penalty: 6084.622559
	Iteration 142Q: 3 clusters Score -2.734715e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 163483 members 
Entering Unmasked Estep 
Score: -27347168.000000 Penalty: 6084.622559
	Iteration 143Q: 3 clusters Score -2.734717e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -27347190.000000 Penalty: 6084.622559
	Iteration 144Q: 3 clusters Score -2.734719e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -27347214.000000 Penalty: 6084.622559
	Iteration 145Q: 3 clusters Score -2.734721e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 163952 members 
Entering Unmasked Estep 
Score: -27347242.000000 Penalty: 6084.622559
	Iteration 146Q: 3 clusters Score -2.734724e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -27347232.000000 Penalty: 6084.622559
	Iteration 147Q: 3 clusters Score -2.734723e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -27347240.000000 Penalty: 6084.622559
	Iteration 148Q: 3 clusters Score -2.734724e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -27347250.000000 Penalty: 6084.622559
	Iteration 149Q: 3 clusters Score -2.734725e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 164424 members 
Entering Unmasked Estep 
Score: -27347222.000000 Penalty: 6084.622559
	Iteration 150Q: 3 clusters Score -2.734722e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -27347260.000000 Penalty: 6084.622559
	Iteration 151Q: 3 clusters Score -2.734726e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 164634 members 
Entering Unmasked Estep 
Score: -27347278.000000 Penalty: 6084.622559
	Iteration 152Q: 3 clusters Score -2.734728e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 164730 members 
Entering Unmasked Estep 
Score: -27347274.000000 Penalty: 6084.622559
	Iteration 153Q: 3 clusters Score -2.734727e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -27347276.000000 Penalty: 6084.622559
	Iteration 154Q: 3 clusters Score -2.734728e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -27347290.000000 Penalty: 6084.622559
	Iteration 155Q: 3 clusters Score -2.734729e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -27347276.000000 Penalty: 6084.622559
	Iteration 156Q: 3 clusters Score -2.734728e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -27347262.000000 Penalty: 6084.622559
	Iteration 157Q: 3 clusters Score -2.734726e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -27347264.000000 Penalty: 6084.622559
	Iteration 158Q: 3 clusters Score -2.734726e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 165444 members 
Entering Unmasked Estep 
Score: -27347254.000000 Penalty: 6084.622559
	Iteration 159Q: 3 clusters Score -2.734725e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -27347220.000000 Penalty: 6084.622559
	Iteration 160F: 3 clusters Score -2.734722e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -27347238.000000 Penalty: 6084.622559
	Iteration 161Q: 3 clusters Score -2.734724e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 165828 members 
Entering Unmasked Estep 
Score: -27347230.000000 Penalty: 6084.622559
	Iteration 162Q: 3 clusters Score -2.734723e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -27347304.000000 Penalty: 6084.622559
	Iteration 163Q: 3 clusters Score -2.73473e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -27347310.000000 Penalty: 6084.622559
	Iteration 164Q: 3 clusters Score -2.734731e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -27347322.000000 Penalty: 6084.622559
	Iteration 165Q: 3 clusters Score -2.734732e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 166383 members 
Entering Unmasked Estep 
Score: -27347330.000000 Penalty: 6084.622559
	Iteration 166Q: 3 clusters Score -2.734733e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -27347356.000000 Penalty: 6084.622559
	Iteration 167Q: 3 clusters Score -2.734736e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -27347364.000000 Penalty: 6084.622559
	Iteration 168Q: 3 clusters Score -2.734736e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -27347390.000000 Penalty: 6084.622559
	Iteration 169Q: 3 clusters Score -2.734739e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 166960 members 
Entering Unmasked Estep 
Score: -27347374.000000 Penalty: 6084.622559
	Iteration 170Q: 3 clusters Score -2.734737e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -27347378.000000 Penalty: 6084.622559
	Iteration 171Q: 3 clusters Score -2.734738e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -27347440.000000 Penalty: 6084.622559
	Iteration 172Q: 3 clusters Score -2.734744e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -27347498.000000 Penalty: 6084.622559
	Iteration 173Q: 3 clusters Score -2.73475e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 167638 members 
Entering Unmasked Estep 
Score: -27347436.000000 Penalty: 6084.622559
	Iteration 174Q: 3 clusters Score -2.734744e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 167789 members 
Entering Unmasked Estep 
Score: -27347428.000000 Penalty: 6084.622559
	Iteration 175Q: 3 clusters Score -2.734743e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -27347448.000000 Penalty: 6084.622559
	Iteration 176Q: 3 clusters Score -2.734745e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 168176 members 
Entering Unmasked Estep 
Score: -27347428.000000 Penalty: 6084.622559
	Iteration 177Q: 3 clusters Score -2.734743e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -27347420.000000 Penalty: 6084.622559
	Iteration 178Q: 3 clusters Score -2.734742e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 168607 members 
Entering Unmasked Estep 
Score: -27347456.000000 Penalty: 6084.622559
	Iteration 179Q: 3 clusters Score -2.734746e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -27347448.000000 Penalty: 6084.622559
	Iteration 180F: 3 clusters Score -2.734745e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 169017 members 
Entering Unmasked Estep 
Score: -27347492.000000 Penalty: 6084.622559
	Iteration 181Q: 3 clusters Score -2.734749e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -27347480.000000 Penalty: 6084.622559
	Iteration 182Q: 3 clusters Score -2.734748e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -27347496.000000 Penalty: 6084.622559
	Iteration 183Q: 3 clusters Score -2.73475e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 169577 members 
Entering Unmasked Estep 
Score: -27347514.000000 Penalty: 6084.622559
	Iteration 184Q: 3 clusters Score -2.734751e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -27347496.000000 Penalty: 6084.622559
	Iteration 185Q: 3 clusters Score -2.73475e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 169958 members 
Entering Unmasked Estep 
Score: -27347502.000000 Penalty: 6084.622559
	Iteration 186Q: 3 clusters Score -2.73475e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -27347492.000000 Penalty: 6084.622559
	Iteration 187Q: 3 clusters Score -2.734749e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -27347470.000000 Penalty: 6084.622559
	Iteration 188Q: 3 clusters Score -2.734747e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -27347468.000000 Penalty: 6084.622559
	Iteration 189Q: 3 clusters Score -2.734747e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 170742 members 
Entering Unmasked Estep 
Score: -27347454.000000 Penalty: 6084.622559
	Iteration 190Q: 3 clusters Score -2.734745e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 170904 members 
Entering Unmasked Estep 
Score: -27347470.000000 Penalty: 6084.622559
	Iteration 191Q: 3 clusters Score -2.734747e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -27347424.000000 Penalty: 6084.622559
	Iteration 192Q: 3 clusters Score -2.734742e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 171235 members 
Entering Unmasked Estep 
Score: -27347428.000000 Penalty: 6084.622559
	Iteration 193Q: 3 clusters Score -2.734743e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -27347440.000000 Penalty: 6084.622559
	Iteration 194Q: 3 clusters Score -2.734744e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -27347424.000000 Penalty: 6084.622559
	Iteration 195Q: 3 clusters Score -2.734742e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 171703 members 
Entering Unmasked Estep 
Score: -27347404.000000 Penalty: 6084.622559
	Iteration 196Q: 3 clusters Score -2.73474e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 171811 members 
Entering Unmasked Estep 
Score: -27347428.000000 Penalty: 6084.622559
	Iteration 197Q: 3 clusters Score -2.734743e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -27347392.000000 Penalty: 6084.622559
	Iteration 198Q: 3 clusters Score -2.734739e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -27347380.000000 Penalty: 6084.622559
	Iteration 199Q: 3 clusters Score -2.734738e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -27347404.000000 Penalty: 6084.622559
	Iteration 200F: 3 clusters Score -2.73474e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 172220 members 
Entering Unmasked Estep 
Score: -27347370.000000 Penalty: 6084.622559
	Iteration 201Q: 3 clusters Score -2.734737e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -27347408.000000 Penalty: 6084.622559
	Iteration 202Q: 3 clusters Score -2.734741e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 172425 members 
Entering Unmasked Estep 
Score: -27347386.000000 Penalty: 6084.622559
	Iteration 203Q: 3 clusters Score -2.734739e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 172529 members 
Entering Unmasked Estep 
Score: -27347410.000000 Penalty: 6084.622559
	Iteration 204Q: 3 clusters Score -2.734741e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 172634 members 
Entering Unmasked Estep 
Score: -27347418.000000 Penalty: 6084.622559
	Iteration 205Q: 3 clusters Score -2.734742e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 172726 members 
Entering Unmasked Estep 
Score: -27347452.000000 Penalty: 6084.622559
	Iteration 206Q: 3 clusters Score -2.734745e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -27347462.000000 Penalty: 6084.622559
	Iteration 207Q: 3 clusters Score -2.734746e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -27347456.000000 Penalty: 6084.622559
	Iteration 208Q: 3 clusters Score -2.734746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 172968 members 
Entering Unmasked Estep 
Score: -27347422.000000 Penalty: 6084.622559
	Iteration 209Q: 3 clusters Score -2.734742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -27347428.000000 Penalty: 6084.622559
	Iteration 210Q: 3 clusters Score -2.734743e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 173115 members 
Entering Unmasked Estep 
Score: -27347442.000000 Penalty: 6084.622559
	Iteration 211Q: 3 clusters Score -2.734744e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -27347476.000000 Penalty: 6084.622559
	Iteration 212Q: 3 clusters Score -2.734748e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 173303 members 
Entering Unmasked Estep 
Score: -27347490.000000 Penalty: 6084.622559
	Iteration 213Q: 3 clusters Score -2.734749e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -27347534.000000 Penalty: 6084.622559
	Iteration 214Q: 3 clusters Score -2.734753e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 173517 members 
Entering Unmasked Estep 
Score: -27347506.000000 Penalty: 6084.622559
	Iteration 215Q: 3 clusters Score -2.734751e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -27347484.000000 Penalty: 6084.622559
	Iteration 216Q: 3 clusters Score -2.734748e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 173776 members 
Entering Unmasked Estep 
Score: -27347512.000000 Penalty: 6084.622559
	Iteration 217Q: 3 clusters Score -2.734751e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -27347544.000000 Penalty: 6084.622559
	Iteration 218Q: 3 clusters Score -2.734754e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 174054 members 
Entering Unmasked Estep 
Score: -27347502.000000 Penalty: 6084.622559
	Iteration 219Q: 3 clusters Score -2.73475e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -27347500.000000 Penalty: 6084.622559
	Iteration 220F: 3 clusters Score -2.73475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 174359 members 
Entering Unmasked Estep 
Score: -27347498.000000 Penalty: 6084.622559
	Iteration 221Q: 3 clusters Score -2.73475e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 174490 members 
Entering Unmasked Estep 
Score: -27347504.000000 Penalty: 6084.622559
	Iteration 222Q: 3 clusters Score -2.73475e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -27347530.000000 Penalty: 6084.622559
	Iteration 223Q: 3 clusters Score -2.734753e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 174731 members 
Entering Unmasked Estep 
Score: -27347570.000000 Penalty: 6084.622559
	Iteration 224Q: 3 clusters Score -2.734757e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 225Q: 3 clusters Score -2.734755e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 174926 members 
Entering Unmasked Estep 
Score: -27347534.000000 Penalty: 6084.622559
	Iteration 226Q: 3 clusters Score -2.734753e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 175019 members 
Entering Unmasked Estep 
Score: -27347570.000000 Penalty: 6084.622559
	Iteration 227Q: 3 clusters Score -2.734757e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -27347564.000000 Penalty: 6084.622559
	Iteration 228Q: 3 clusters Score -2.734756e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 175243 members 
Entering Unmasked Estep 
Score: -27347544.000000 Penalty: 6084.622559
	Iteration 229Q: 3 clusters Score -2.734754e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 230Q: 3 clusters Score -2.734755e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 175499 members 
Entering Unmasked Estep 
Score: -27347532.000000 Penalty: 6084.622559
	Iteration 231Q: 3 clusters Score -2.734753e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 175631 members 
Entering Unmasked Estep 
Score: -27347500.000000 Penalty: 6084.622559
	Iteration 232Q: 3 clusters Score -2.73475e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -27347504.000000 Penalty: 6084.622559
	Iteration 233Q: 3 clusters Score -2.73475e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -27347500.000000 Penalty: 6084.622559
	Iteration 234Q: 3 clusters Score -2.73475e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 175935 members 
Entering Unmasked Estep 
Score: -27347534.000000 Penalty: 6084.622559
	Iteration 235Q: 3 clusters Score -2.734753e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 176037 members 
Entering Unmasked Estep 
Score: -27347496.000000 Penalty: 6084.622559
	Iteration 236Q: 3 clusters Score -2.73475e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 176150 members 
Entering Unmasked Estep 
Score: -27347494.000000 Penalty: 6084.622559
	Iteration 237Q: 3 clusters Score -2.734749e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -27347464.000000 Penalty: 6084.622559
	Iteration 238Q: 3 clusters Score -2.734746e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 176368 members 
Entering Unmasked Estep 
Score: -27347486.000000 Penalty: 6084.622559
	Iteration 239Q: 3 clusters Score -2.734749e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 176476 members 
Entering Unmasked Estep 
Score: -27347464.000000 Penalty: 6084.622559
	Iteration 240F: 3 clusters Score -2.734746e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 176595 members 
Entering Unmasked Estep 
Score: -27347420.000000 Penalty: 6084.622559
	Iteration 241Q: 3 clusters Score -2.734742e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 176699 members 
Entering Unmasked Estep 
Score: -27347444.000000 Penalty: 6084.622559
	Iteration 242Q: 3 clusters Score -2.734744e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 176799 members 
Entering Unmasked Estep 
Score: -27347456.000000 Penalty: 6084.622559
	Iteration 243Q: 3 clusters Score -2.734746e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 176896 members 
Entering Unmasked Estep 
Score: -27347424.000000 Penalty: 6084.622559
	Iteration 244Q: 3 clusters Score -2.734742e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -27347432.000000 Penalty: 6084.622559
	Iteration 245Q: 3 clusters Score -2.734743e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 177094 members 
Entering Unmasked Estep 
Score: -27347392.000000 Penalty: 6084.622559
	Iteration 246Q: 3 clusters Score -2.734739e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 177212 members 
Entering Unmasked Estep 
Score: -27347416.000000 Penalty: 6084.622559
	Iteration 247Q: 3 clusters Score -2.734742e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 177328 members 
Entering Unmasked Estep 
Score: -27347436.000000 Penalty: 6084.622559
	Iteration 248Q: 3 clusters Score -2.734744e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -27347434.000000 Penalty: 6084.622559
	Iteration 249Q: 3 clusters Score -2.734743e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -27347416.000000 Penalty: 6084.622559
	Iteration 250Q: 3 clusters Score -2.734742e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 177645 members 
Entering Unmasked Estep 
Score: -27347420.000000 Penalty: 6084.622559
	Iteration 251Q: 3 clusters Score -2.734742e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 177735 members 
Entering Unmasked Estep 
Score: -27347414.000000 Penalty: 6084.622559
	Iteration 252Q: 3 clusters Score -2.734741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -27347410.000000 Penalty: 6084.622559
	Iteration 253Q: 3 clusters Score -2.734741e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -27347392.000000 Penalty: 6084.622559
	Iteration 254Q: 3 clusters Score -2.734739e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 177989 members 
Entering Unmasked Estep 
Score: -27347422.000000 Penalty: 6084.622559
	Iteration 255Q: 3 clusters Score -2.734742e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -27347396.000000 Penalty: 6084.622559
	Iteration 256Q: 3 clusters Score -2.73474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -27347446.000000 Penalty: 6084.622559
	Iteration 257Q: 3 clusters Score -2.734745e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 178237 members 
Entering Unmasked Estep 
Score: -27347420.000000 Penalty: 6084.622559
	Iteration 258Q: 3 clusters Score -2.734742e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 178325 members 
Entering Unmasked Estep 
Score: -27347422.000000 Penalty: 6084.622559
	Iteration 259Q: 3 clusters Score -2.734742e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 178418 members 
Entering Unmasked Estep 
Score: -27347426.000000 Penalty: 6084.622559
	Iteration 260F: 3 clusters Score -2.734743e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 178484 members 
Entering Unmasked Estep 
Score: -27347406.000000 Penalty: 6084.622559
	Iteration 261Q: 3 clusters Score -2.734741e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 178540 members 
Entering Unmasked Estep 
Score: -27347462.000000 Penalty: 6084.622559
	Iteration 262Q: 3 clusters Score -2.734746e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 178598 members 
Entering Unmasked Estep 
Score: -27347434.000000 Penalty: 6084.622559
	Iteration 263Q: 3 clusters Score -2.734743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 178658 members 
Entering Unmasked Estep 
Score: -27347426.000000 Penalty: 6084.622559
	Iteration 264Q: 3 clusters Score -2.734743e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 178724 members 
Entering Unmasked Estep 
Score: -27347440.000000 Penalty: 6084.622559
	Iteration 265Q: 3 clusters Score -2.734744e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 178808 members 
Entering Unmasked Estep 
Score: -27347448.000000 Penalty: 6084.622559
	Iteration 266Q: 3 clusters Score -2.734745e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 178893 members 
Entering Unmasked Estep 
Score: -27347456.000000 Penalty: 6084.622559
	Iteration 267Q: 3 clusters Score -2.734746e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 178991 members 
Entering Unmasked Estep 
Score: -27347424.000000 Penalty: 6084.622559
	Iteration 268Q: 3 clusters Score -2.734742e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -27347448.000000 Penalty: 6084.622559
	Iteration 269Q: 3 clusters Score -2.734745e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -27347476.000000 Penalty: 6084.622559
	Iteration 270Q: 3 clusters Score -2.734748e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 179184 members 
Entering Unmasked Estep 
Score: -27347466.000000 Penalty: 6084.622559
	Iteration 271Q: 3 clusters Score -2.734747e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 179244 members 
Entering Unmasked Estep 
Score: -27347492.000000 Penalty: 6084.622559
	Iteration 272Q: 3 clusters Score -2.734749e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 179301 members 
Entering Unmasked Estep 
Score: -27347464.000000 Penalty: 6084.622559
	Iteration 273Q: 3 clusters Score -2.734746e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 179371 members 
Entering Unmasked Estep 
Score: -27347476.000000 Penalty: 6084.622559
	Iteration 274Q: 3 clusters Score -2.734748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 179443 members 
Entering Unmasked Estep 
Score: -27347504.000000 Penalty: 6084.622559
	Iteration 275Q: 3 clusters Score -2.73475e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -27347496.000000 Penalty: 6084.622559
	Iteration 276Q: 3 clusters Score -2.73475e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 179582 members 
Entering Unmasked Estep 
Score: -27347504.000000 Penalty: 6084.622559
	Iteration 277Q: 3 clusters Score -2.73475e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 179663 members 
Entering Unmasked Estep 
Score: -27347498.000000 Penalty: 6084.622559
	Iteration 278Q: 3 clusters Score -2.73475e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -27347502.000000 Penalty: 6084.622559
	Iteration 279Q: 3 clusters Score -2.73475e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 179796 members 
Entering Unmasked Estep 
Score: -27347494.000000 Penalty: 6084.622559
	Iteration 280F: 3 clusters Score -2.734749e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 179860 members 
Entering Unmasked Estep 
Score: -27347464.000000 Penalty: 6084.622559
	Iteration 281Q: 3 clusters Score -2.734746e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 179922 members 
Entering Unmasked Estep 
Score: -27347496.000000 Penalty: 6084.622559
	Iteration 282Q: 3 clusters Score -2.73475e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -27347480.000000 Penalty: 6084.622559
	Iteration 283Q: 3 clusters Score -2.734748e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -27347482.000000 Penalty: 6084.622559
	Iteration 284Q: 3 clusters Score -2.734748e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -27347506.000000 Penalty: 6084.622559
	Iteration 285Q: 3 clusters Score -2.734751e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 180199 members 
Entering Unmasked Estep 
Score: -27347554.000000 Penalty: 6084.622559
	Iteration 286Q: 3 clusters Score -2.734755e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -27347550.000000 Penalty: 6084.622559
	Iteration 287Q: 3 clusters Score -2.734755e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 180324 members 
Entering Unmasked Estep 
Score: -27347542.000000 Penalty: 6084.622559
	Iteration 288Q: 3 clusters Score -2.734754e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 180398 members 
Entering Unmasked Estep 
Score: -27347524.000000 Penalty: 6084.622559
	Iteration 289Q: 3 clusters Score -2.734752e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -27347508.000000 Penalty: 6084.622559
	Iteration 290Q: 3 clusters Score -2.734751e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 180572 members 
Entering Unmasked Estep 
Score: -27347576.000000 Penalty: 6084.622559
	Iteration 291Q: 3 clusters Score -2.734758e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -27347536.000000 Penalty: 6084.622559
	Iteration 292Q: 3 clusters Score -2.734754e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 180771 members 
Entering Unmasked Estep 
Score: -27347528.000000 Penalty: 6084.622559
	Iteration 293Q: 3 clusters Score -2.734753e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 294Q: 3 clusters Score -2.734755e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -27347496.000000 Penalty: 6084.622559
	Iteration 295Q: 3 clusters Score -2.73475e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 181117 members 
Entering Unmasked Estep 
Score: -27347476.000000 Penalty: 6084.622559
	Iteration 296Q: 3 clusters Score -2.734748e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 181244 members 
Entering Unmasked Estep 
Score: -27347508.000000 Penalty: 6084.622559
	Iteration 297Q: 3 clusters Score -2.734751e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 181353 members 
Entering Unmasked Estep 
Score: -27347504.000000 Penalty: 6084.622559
	Iteration 298Q: 3 clusters Score -2.73475e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 181487 members 
Entering Unmasked Estep 
Score: -27347526.000000 Penalty: 6084.622559
	Iteration 299Q: 3 clusters Score -2.734753e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 181605 members 
Entering Unmasked Estep 
Score: -27347464.000000 Penalty: 6084.622559
	Iteration 300F: 3 clusters Score -2.734746e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 181722 members 
Entering Unmasked Estep 
Score: -27347540.000000 Penalty: 6084.622559
	Iteration 301Q: 3 clusters Score -2.734754e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 181848 members 
Entering Unmasked Estep 
Score: -27347538.000000 Penalty: 6084.622559
	Iteration 302Q: 3 clusters Score -2.734754e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -27347524.000000 Penalty: 6084.622559
	Iteration 303Q: 3 clusters Score -2.734752e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 182130 members 
Entering Unmasked Estep 
Score: -27347528.000000 Penalty: 6084.622559
	Iteration 304Q: 3 clusters Score -2.734753e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 182289 members 
Entering Unmasked Estep 
Score: -27347502.000000 Penalty: 6084.622559
	Iteration 305Q: 3 clusters Score -2.73475e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 182449 members 
Entering Unmasked Estep 
Score: -27347476.000000 Penalty: 6084.622559
	Iteration 306Q: 3 clusters Score -2.734748e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 182633 members 
Entering Unmasked Estep 
Score: -27347474.000000 Penalty: 6084.622559
	Iteration 307Q: 3 clusters Score -2.734747e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -27347508.000000 Penalty: 6084.622559
	Iteration 308Q: 3 clusters Score -2.734751e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 182994 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 309Q: 3 clusters Score -2.734755e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 183178 members 
Entering Unmasked Estep 
Score: -27347474.000000 Penalty: 6084.622559
	Iteration 310Q: 3 clusters Score -2.734747e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 183395 members 
Entering Unmasked Estep 
Score: -27347524.000000 Penalty: 6084.622559
	Iteration 311Q: 3 clusters Score -2.734752e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 183594 members 
Entering Unmasked Estep 
Score: -27347542.000000 Penalty: 6084.622559
	Iteration 312Q: 3 clusters Score -2.734754e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 183804 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 313Q: 3 clusters Score -2.734755e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 184013 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 314Q: 3 clusters Score -2.734755e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 184216 members 
Entering Unmasked Estep 
Score: -27347548.000000 Penalty: 6084.622559
	Iteration 315Q: 3 clusters Score -2.734755e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 184413 members 
Entering Unmasked Estep 
Score: -27347520.000000 Penalty: 6084.622559
	Iteration 316Q: 3 clusters Score -2.734752e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 184598 members 
Entering Unmasked Estep 
Score: -27347550.000000 Penalty: 6084.622559
	Iteration 317Q: 3 clusters Score -2.734755e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 184773 members 
Entering Unmasked Estep 
Score: -27347514.000000 Penalty: 6084.622559
	Iteration 318Q: 3 clusters Score -2.734751e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 184944 members 
Entering Unmasked Estep 
Score: -27347514.000000 Penalty: 6084.622559
	Iteration 319Q: 3 clusters Score -2.734751e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -27347498.000000 Penalty: 6084.622559
	Iteration 320F: 3 clusters Score -2.73475e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -27347518.000000 Penalty: 6084.622559
	Iteration 321Q: 3 clusters Score -2.734752e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 185411 members 
Entering Unmasked Estep 
Score: -27347514.000000 Penalty: 6084.622559
	Iteration 322Q: 3 clusters Score -2.734751e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 185563 members 
Entering Unmasked Estep 
Score: -27347540.000000 Penalty: 6084.622559
	Iteration 323Q: 3 clusters Score -2.734754e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 185738 members 
Entering Unmasked Estep 
Score: -27347494.000000 Penalty: 6084.622559
	Iteration 324Q: 3 clusters Score -2.734749e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 185912 members 
Entering Unmasked Estep 
Score: -27347494.000000 Penalty: 6084.622559
	Iteration 325Q: 3 clusters Score -2.734749e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 186074 members 
Entering Unmasked Estep 
Score: -27347504.000000 Penalty: 6084.622559
	Iteration 326Q: 3 clusters Score -2.73475e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 186232 members 
Entering Unmasked Estep 
Score: -27347492.000000 Penalty: 6084.622559
	Iteration 327Q: 3 clusters Score -2.734749e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -27347516.000000 Penalty: 6084.622559
	Iteration 328Q: 3 clusters Score -2.734752e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -27347524.000000 Penalty: 6084.622559
	Iteration 329Q: 3 clusters Score -2.734752e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -27347532.000000 Penalty: 6084.622559
	Iteration 330Q: 3 clusters Score -2.734753e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 186778 members 
Entering Unmasked Estep 
Score: -27347518.000000 Penalty: 6084.622559
	Iteration 331Q: 3 clusters Score -2.734752e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 186905 members 
Entering Unmasked Estep 
Score: -27347514.000000 Penalty: 6084.622559
	Iteration 332Q: 3 clusters Score -2.734751e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 187047 members 
Entering Unmasked Estep 
Score: -27347518.000000 Penalty: 6084.622559
	Iteration 333Q: 3 clusters Score -2.734752e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 187196 members 
Entering Unmasked Estep 
Score: -27347508.000000 Penalty: 6084.622559
	Iteration 334Q: 3 clusters Score -2.734751e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 187361 members 
Entering Unmasked Estep 
Score: -27347488.000000 Penalty: 6084.622559
	Iteration 335Q: 3 clusters Score -2.734749e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 187529 members 
Entering Unmasked Estep 
Score: -27347500.000000 Penalty: 6084.622559
	Iteration 336Q: 3 clusters Score -2.73475e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -27347510.000000 Penalty: 6084.622559
	Iteration 337Q: 3 clusters Score -2.734751e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 187935 members 
Entering Unmasked Estep 
Score: -27347546.000000 Penalty: 6084.622559
	Iteration 338Q: 3 clusters Score -2.734755e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 188144 members 
Entering Unmasked Estep 
Score: -27347568.000000 Penalty: 6084.622559
	Iteration 339Q: 3 clusters Score -2.734757e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -27347618.000000 Penalty: 6084.622559
	Iteration 340F: 3 clusters Score -2.734762e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 188595 members 
Entering Unmasked Estep 
Score: -27347652.000000 Penalty: 6084.622559
	Iteration 341Q: 3 clusters Score -2.734765e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 188826 members 
Entering Unmasked Estep 
Score: -27347642.000000 Penalty: 6084.622559
	Iteration 342Q: 3 clusters Score -2.734764e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 189081 members 
Entering Unmasked Estep 
Score: -27347624.000000 Penalty: 6084.622559
	Iteration 343Q: 3 clusters Score -2.734762e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -27347580.000000 Penalty: 6084.622559
	Iteration 344Q: 3 clusters Score -2.734758e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -27347558.000000 Penalty: 6084.622559
	Iteration 345Q: 3 clusters Score -2.734756e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 189883 members 
Entering Unmasked Estep 
Score: -27347510.000000 Penalty: 6084.622559
	Iteration 346Q: 3 clusters Score -2.734751e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 190137 members 
Entering Unmasked Estep 
Score: -27347494.000000 Penalty: 6084.622559
	Iteration 347Q: 3 clusters Score -2.734749e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 190399 members 
Entering Unmasked Estep 
Score: -27347542.000000 Penalty: 6084.622559
	Iteration 348Q: 3 clusters Score -2.734754e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 190644 members 
Entering Unmasked Estep 
Score: -27347500.000000 Penalty: 6084.622559
	Iteration 349Q: 3 clusters Score -2.73475e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 190893 members 
Entering Unmasked Estep 
Score: -27347436.000000 Penalty: 6084.622559
	Iteration 350Q: 3 clusters Score -2.734744e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 191165 members 
Entering Unmasked Estep 
Score: -27347510.000000 Penalty: 6084.622559
	Iteration 351Q: 3 clusters Score -2.734751e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 191461 members 
Entering Unmasked Estep 
Score: -27347474.000000 Penalty: 6084.622559
	Iteration 352Q: 3 clusters Score -2.734747e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 191758 members 
Entering Unmasked Estep 
Score: -27347440.000000 Penalty: 6084.622559
	Iteration 353Q: 3 clusters Score -2.734744e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 192082 members 
Entering Unmasked Estep 
Score: -27347410.000000 Penalty: 6084.622559
	Iteration 354Q: 3 clusters Score -2.734741e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 192483 members 
Entering Unmasked Estep 
Score: -27347408.000000 Penalty: 6084.622559
	Iteration 355Q: 3 clusters Score -2.734741e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 192875 members 
Entering Unmasked Estep 
Score: -27347432.000000 Penalty: 6084.622559
	Iteration 356Q: 3 clusters Score -2.734743e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 193247 members 
Entering Unmasked Estep 
Score: -27347408.000000 Penalty: 6084.622559
	Iteration 357Q: 3 clusters Score -2.734741e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -27347420.000000 Penalty: 6084.622559
	Iteration 358Q: 3 clusters Score -2.734742e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 194018 members 
Entering Unmasked Estep 
Score: -27347428.000000 Penalty: 6084.622559
	Iteration 359Q: 3 clusters Score -2.734743e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 194396 members 
Entering Unmasked Estep 
Score: -27347464.000000 Penalty: 6084.622559
	Iteration 360F: 3 clusters Score -2.734746e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -27347510.000000 Penalty: 6084.622559
	Iteration 361Q: 3 clusters Score -2.734751e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 195189 members 
Entering Unmasked Estep 
Score: -27347472.000000 Penalty: 6084.622559
	Iteration 362Q: 3 clusters Score -2.734747e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 195613 members 
Entering Unmasked Estep 
Score: -27347500.000000 Penalty: 6084.622559
	Iteration 363Q: 3 clusters Score -2.73475e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 196035 members 
Entering Unmasked Estep 
Score: -27347536.000000 Penalty: 6084.622559
	Iteration 364Q: 3 clusters Score -2.734754e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 196449 members 
Entering Unmasked Estep 
Score: -27347582.000000 Penalty: 6084.622559
	Iteration 365Q: 3 clusters Score -2.734758e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 196862 members 
Entering Unmasked Estep 
Score: -27347636.000000 Penalty: 6084.622559
	Iteration 366Q: 3 clusters Score -2.734764e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 197304 members 
Entering Unmasked Estep 
Score: -27347682.000000 Penalty: 6084.622559
	Iteration 367Q: 3 clusters Score -2.734768e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 197753 members 
Entering Unmasked Estep 
Score: -27347634.000000 Penalty: 6084.622559
	Iteration 368Q: 3 clusters Score -2.734763e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 198205 members 
Entering Unmasked Estep 
Score: -27347656.000000 Penalty: 6084.622559
	Iteration 369Q: 3 clusters Score -2.734766e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 198642 members 
Entering Unmasked Estep 
Score: -27347660.000000 Penalty: 6084.622559
	Iteration 370Q: 3 clusters Score -2.734766e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 199128 members 
Entering Unmasked Estep 
Score: -27347768.000000 Penalty: 6084.622559
	Iteration 371Q: 3 clusters Score -2.734777e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 199607 members 
Entering Unmasked Estep 
Score: -27347666.000000 Penalty: 6084.622559
	Iteration 372Q: 3 clusters Score -2.734767e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 200086 members 
Entering Unmasked Estep 
Score: -27347682.000000 Penalty: 6084.622559
	Iteration 373Q: 3 clusters Score -2.734768e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 200570 members 
Entering Unmasked Estep 
Score: -27347712.000000 Penalty: 6084.622559
	Iteration 374Q: 3 clusters Score -2.734771e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 201077 members 
Entering Unmasked Estep 
Score: -27347736.000000 Penalty: 6084.622559
	Iteration 375Q: 3 clusters Score -2.734774e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 201621 members 
Entering Unmasked Estep 
Score: -27347778.000000 Penalty: 6084.622559
	Iteration 376Q: 3 clusters Score -2.734778e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 202149 members 
Entering Unmasked Estep 
Score: -27347770.000000 Penalty: 6084.622559
	Iteration 377Q: 3 clusters Score -2.734777e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 202676 members 
Entering Unmasked Estep 
Score: -27347784.000000 Penalty: 6084.622559
	Iteration 378Q: 3 clusters Score -2.734778e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 203192 members 
Entering Unmasked Estep 
Score: -27347812.000000 Penalty: 6084.622559
	Iteration 379Q: 3 clusters Score -2.734781e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 203798 members 
Entering Unmasked Estep 
Score: -27347806.000000 Penalty: 6084.622559
	Iteration 380F: 3 clusters Score -2.734781e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 204374 members 
Entering Unmasked Estep 
Score: -27348010.000000 Penalty: 6084.622559
	Iteration 381Q: 3 clusters Score -2.734801e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 204918 members 
Entering Unmasked Estep 
Score: -27348090.000000 Penalty: 6084.622559
	Iteration 382Q: 3 clusters Score -2.734809e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 205460 members 
Entering Unmasked Estep 
Score: -27348166.000000 Penalty: 6084.622559
	Iteration 383Q: 3 clusters Score -2.734817e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 205950 members 
Entering Unmasked Estep 
Score: -27348180.000000 Penalty: 6084.622559
	Iteration 384Q: 3 clusters Score -2.734818e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 206409 members 
Entering Unmasked Estep 
Score: -27348152.000000 Penalty: 6084.622559
	Iteration 385Q: 3 clusters Score -2.734815e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 206833 members 
Entering Unmasked Estep 
Score: -27348182.000000 Penalty: 6084.622559
	Iteration 386Q: 3 clusters Score -2.734818e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 207255 members 
Entering Unmasked Estep 
Score: -27348200.000000 Penalty: 6084.622559
	Iteration 387Q: 3 clusters Score -2.73482e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 207656 members 
Entering Unmasked Estep 
Score: -27348252.000000 Penalty: 6084.622559
	Iteration 388Q: 3 clusters Score -2.734825e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 207981 members 
Entering Unmasked Estep 
Score: -27348310.000000 Penalty: 6084.622559
	Iteration 389Q: 3 clusters Score -2.734831e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 208330 members 
Entering Unmasked Estep 
Score: -27348282.000000 Penalty: 6084.622559
	Iteration 390Q: 3 clusters Score -2.734828e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 208633 members 
Entering Unmasked Estep 
Score: -27348300.000000 Penalty: 6084.622559
	Iteration 391Q: 3 clusters Score -2.73483e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 208912 members 
Entering Unmasked Estep 
Score: -27348300.000000 Penalty: 6084.622559
	Iteration 392Q: 3 clusters Score -2.73483e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 209166 members 
Entering Unmasked Estep 
Score: -27348318.000000 Penalty: 6084.622559
	Iteration 393Q: 3 clusters Score -2.734832e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 209395 members 
Entering Unmasked Estep 
Score: -27348272.000000 Penalty: 6084.622559
	Iteration 394Q: 3 clusters Score -2.734827e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 209592 members 
Entering Unmasked Estep 
Score: -27348318.000000 Penalty: 6084.622559
	Iteration 395Q: 3 clusters Score -2.734832e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 209770 members 
Entering Unmasked Estep 
Score: -27348344.000000 Penalty: 6084.622559
	Iteration 396Q: 3 clusters Score -2.734834e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 209927 members 
Entering Unmasked Estep 
Score: -27348358.000000 Penalty: 6084.622559
	Iteration 397Q: 3 clusters Score -2.734836e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 210072 members 
Entering Unmasked Estep 
Score: -27348360.000000 Penalty: 6084.622559
	Iteration 398Q: 3 clusters Score -2.734836e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 210197 members 
Entering Unmasked Estep 
Score: -27348392.000000 Penalty: 6084.622559
	Iteration 399Q: 3 clusters Score -2.734839e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 210299 members 
Entering Unmasked Estep 
Score: -27348442.000000 Penalty: 6084.622559
	Iteration 400F: 3 clusters Score -2.734844e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 210400 members 
Entering Unmasked Estep 
Score: -27348464.000000 Penalty: 6084.622559
	Iteration 401Q: 3 clusters Score -2.734846e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 210477 members 
Entering Unmasked Estep 
Score: -27348498.000000 Penalty: 6084.622559
	Iteration 402Q: 3 clusters Score -2.73485e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 210534 members 
Entering Unmasked Estep 
Score: -27348498.000000 Penalty: 6084.622559
	Iteration 403Q: 3 clusters Score -2.73485e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 210590 members 
Entering Unmasked Estep 
Score: -27348506.000000 Penalty: 6084.622559
	Iteration 404Q: 3 clusters Score -2.734851e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 210635 members 
Entering Unmasked Estep 
Score: -27348540.000000 Penalty: 6084.622559
	Iteration 405Q: 3 clusters Score -2.734854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 210677 members 
Entering Unmasked Estep 
Score: -27348560.000000 Penalty: 6084.622559
	Iteration 406Q: 3 clusters Score -2.734856e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 210713 members 
Entering Unmasked Estep 
Score: -27348560.000000 Penalty: 6084.622559
	Iteration 407Q: 3 clusters Score -2.734856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 210747 members 
Entering Unmasked Estep 
Score: -27348570.000000 Penalty: 6084.622559
	Iteration 408Q: 3 clusters Score -2.734857e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 210782 members 
Entering Unmasked Estep 
Score: -27348578.000000 Penalty: 6084.622559
	Iteration 409Q: 3 clusters Score -2.734858e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 210826 members 
Entering Unmasked Estep 
Score: -27348604.000000 Penalty: 6084.622559
	Iteration 410Q: 3 clusters Score -2.73486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 210859 members 
Entering Unmasked Estep 
Score: -27348628.000000 Penalty: 6084.622559
	Iteration 411Q: 3 clusters Score -2.734863e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 210895 members 
Entering Unmasked Estep 
Score: -27348614.000000 Penalty: 6084.622559
	Iteration 412Q: 3 clusters Score -2.734861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 210924 members 
Entering Unmasked Estep 
Score: -27348626.000000 Penalty: 6084.622559
	Iteration 413Q: 3 clusters Score -2.734863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 210949 members 
Entering Unmasked Estep 
Score: -27348646.000000 Penalty: 6084.622559
	Iteration 414Q: 3 clusters Score -2.734865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 210972 members 
Entering Unmasked Estep 
Score: -27348666.000000 Penalty: 6084.622559
	Iteration 415Q: 3 clusters Score -2.734867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 211001 members 
Entering Unmasked Estep 
Score: -27348666.000000 Penalty: 6084.622559
	Iteration 416Q: 3 clusters Score -2.734867e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -27348684.000000 Penalty: 6084.622559
	Iteration 417Q: 3 clusters Score -2.734868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 211044 members 
Entering Unmasked Estep 
Score: -27348662.000000 Penalty: 6084.622559
	Iteration 418Q: 3 clusters Score -2.734866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 211067 members 
Entering Unmasked Estep 
Score: -27348668.000000 Penalty: 6084.622559
	Iteration 419Q: 3 clusters Score -2.734867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 211085 members 
Entering Unmasked Estep 
Score: -27348692.000000 Penalty: 6084.622559
	Iteration 420F: 3 clusters Score -2.734869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 211097 members 
Entering Unmasked Estep 
Score: -27348682.000000 Penalty: 6084.622559
	Iteration 421Q: 3 clusters Score -2.734868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 211107 members 
Entering Unmasked Estep 
Score: -27348684.000000 Penalty: 6084.622559
	Iteration 422Q: 3 clusters Score -2.734868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 211116 members 
Entering Unmasked Estep 
Score: -27348702.000000 Penalty: 6084.622559
	Iteration 423Q: 3 clusters Score -2.73487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 211124 members 
Entering Unmasked Estep 
Score: -27348688.000000 Penalty: 6084.622559
	Iteration 424Q: 3 clusters Score -2.734869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 211132 members 
Entering Unmasked Estep 
Score: -27348704.000000 Penalty: 6084.622559
	Iteration 425Q: 3 clusters Score -2.73487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 211142 members 
Entering Unmasked Estep 
Score: -27348706.000000 Penalty: 6084.622559
	Iteration 426Q: 3 clusters Score -2.734871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 211154 members 
Entering Unmasked Estep 
Score: -27348690.000000 Penalty: 6084.622559
	Iteration 427Q: 3 clusters Score -2.734869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 211165 members 
Entering Unmasked Estep 
Score: -27348684.000000 Penalty: 6084.622559
	Iteration 428Q: 3 clusters Score -2.734868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 211177 members 
Entering Unmasked Estep 
Score: -27348694.000000 Penalty: 6084.622559
	Iteration 429Q: 3 clusters Score -2.734869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 211184 members 
Entering Unmasked Estep 
Score: -27348704.000000 Penalty: 6084.622559
	Iteration 430Q: 3 clusters Score -2.73487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 211188 members 
Entering Unmasked Estep 
Score: -27348702.000000 Penalty: 6084.622559
	Iteration 431Q: 3 clusters Score -2.73487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 211196 members 
Entering Unmasked Estep 
Score: -27348670.000000 Penalty: 6084.622559
	Iteration 432Q: 3 clusters Score -2.734867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 211196 members 
Entering Unmasked Estep 
Score: -27348676.000000 Penalty: 6084.622559
	Iteration 433Q: 3 clusters Score -2.734868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 211198 members 
Entering Unmasked Estep 
Score: -27348688.000000 Penalty: 6084.622559
	Iteration 434Q: 3 clusters Score -2.734869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 211200 members 
Entering Unmasked Estep 
Score: -27348684.000000 Penalty: 6084.622559
	Iteration 435Q: 3 clusters Score -2.734868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 211203 members 
Entering Unmasked Estep 
Score: -27348678.000000 Penalty: 6084.622559
	Iteration 436Q: 3 clusters Score -2.734868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 211208 members 
Entering Unmasked Estep 
Score: -27348692.000000 Penalty: 6084.622559
	Iteration 437Q: 3 clusters Score -2.734869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 211215 members 
Entering Unmasked Estep 
Score: -27348658.000000 Penalty: 6084.622559
	Iteration 438Q: 3 clusters Score -2.734866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 211222 members 
Entering Unmasked Estep 
Score: -27348668.000000 Penalty: 6084.622559
	Iteration 439Q: 3 clusters Score -2.734867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 211227 members 
Entering Unmasked Estep 
Score: -27348646.000000 Penalty: 6084.622559
	Iteration 440F: 3 clusters Score -2.734865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 211230 members 
Entering Unmasked Estep 
Score: -27348670.000000 Penalty: 6084.622559
	Iteration 441Q: 3 clusters Score -2.734867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 211234 members 
Entering Unmasked Estep 
Score: -27348672.000000 Penalty: 6084.622559
	Iteration 442Q: 3 clusters Score -2.734867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 211238 members 
Entering Unmasked Estep 
Score: -27348678.000000 Penalty: 6084.622559
	Iteration 443Q: 3 clusters Score -2.734868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 211239 members 
Entering Unmasked Estep 
Score: -27348670.000000 Penalty: 6084.622559
	Iteration 444Q: 3 clusters Score -2.734867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 211240 members 
Entering Unmasked Estep 
Score: -27348660.000000 Penalty: 6084.622559
	Iteration 445Q: 3 clusters Score -2.734866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 211241 members 
Entering Unmasked Estep 
Score: -27348656.000000 Penalty: 6084.622559
	Iteration 446Q: 3 clusters Score -2.734866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 211241 members 
Entering Unmasked Estep 
Score: -27348666.000000 Penalty: 6084.622559
	Iteration 447Q: 3 clusters Score -2.734867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 211244 members 
Entering Unmasked Estep 
Score: -27348678.000000 Penalty: 6084.622559
	Iteration 448Q: 3 clusters Score -2.734868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 211246 members 
Entering Unmasked Estep 
Score: -27348664.000000 Penalty: 6084.622559
	Iteration 449Q: 3 clusters Score -2.734866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 211247 members 
Entering Unmasked Estep 
Score: -27348674.000000 Penalty: 6084.622559
	Iteration 450Q: 3 clusters Score -2.734867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 211250 members 
Entering Unmasked Estep 
Score: -27348660.000000 Penalty: 6084.622559
	Iteration 451Q: 3 clusters Score -2.734866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 211252 members 
Entering Unmasked Estep 
Score: -27348676.000000 Penalty: 6084.622559
	Iteration 452Q: 3 clusters Score -2.734868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 211256 members 
Entering Unmasked Estep 
Score: -27348680.000000 Penalty: 6084.622559
	Iteration 453Q: 3 clusters Score -2.734868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 211258 members 
Entering Unmasked Estep 
Score: -27348684.000000 Penalty: 6084.622559
	Iteration 454Q: 3 clusters Score -2.734868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 211259 members 
Entering Unmasked Estep 
Score: -27348690.000000 Penalty: 6084.622559
	Iteration 455Q: 3 clusters Score -2.734869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 211259 members 
Entering Unmasked Estep 
Score: -27348690.000000 Penalty: 6084.622559
	Iteration 456Q: 3 clusters Score -2.734869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 211260 members 
Entering Unmasked Estep 
Score: -27348700.000000 Penalty: 6084.622559
	Iteration 457Q: 3 clusters Score -2.73487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 211260 members 
Entering Unmasked Estep 
Score: -27348700.000000 Penalty: 6084.622559
	Iteration 458F: 3 clusters Score -2.73487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Entering Unmasked Estep 
Score: -6912151.000000 Penalty: 2701.143555
	Iteration 0F: 2 clusters Score -6912151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -6875986.000000 Penalty: 5402.287109
	Iteration 0F: 3 clusters Score -6875986 nChanged 25044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -6889888.500000 Penalty: 5402.287109
	Iteration 1F: 3 clusters Score -6889888 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6890371.500000 Penalty: 5402.287109
	Iteration 2Q: 3 clusters Score -6890372 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -6890867.000000 Penalty: 5402.287109
	Iteration 3Q: 3 clusters Score -6890867 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -6891456.500000 Penalty: 5402.287109
	Iteration 4Q: 3 clusters Score -6891456 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -6892166.000000 Penalty: 5402.287109
	Iteration 5Q: 3 clusters Score -6892166 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -6893213.500000 Penalty: 5402.287109
	Iteration 6Q: 3 clusters Score -6893214 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -6894726.500000 Penalty: 5402.287109
	Iteration 7F: 3 clusters Score -6894726 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6896916.500000 Penalty: 5402.287109
	Iteration 8F: 3 clusters Score -6896916 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -6899893.500000 Penalty: 5402.287109
	Iteration 9F: 3 clusters Score -6899894 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -6903212.500000 Penalty: 5402.287109
	Iteration 10F: 3 clusters Score -6903212 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -6906211.500000 Penalty: 5402.287109
	Iteration 11F: 3 clusters Score -6906212 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -6908129.500000 Penalty: 5402.287109
	Iteration 12Q: 3 clusters Score -6908130 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -6909005.500000 Penalty: 5402.287109
	Iteration 13Q: 3 clusters Score -6909006 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -6909359.500000 Penalty: 5402.287109
	Iteration 14Q: 3 clusters Score -6909360 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6909541.000000 Penalty: 5402.287109
	Iteration 15Q: 3 clusters Score -6909541 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -6909640.500000 Penalty: 5402.287109
	Iteration 16Q: 3 clusters Score -6909640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -6909688.000000 Penalty: 5402.287109
	Iteration 17Q: 3 clusters Score -6909688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -6909706.000000 Penalty: 5402.287109
	Iteration 18Q: 3 clusters Score -6909706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -6909722.500000 Penalty: 5402.287109
	Iteration 19Q: 3 clusters Score -6909722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -6909740.000000 Penalty: 5402.287109
	Iteration 20F: 3 clusters Score -6909740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -6909748.500000 Penalty: 5402.287109
	Iteration 21Q: 3 clusters Score -6909748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -6909752.500000 Penalty: 5402.287109
	Iteration 22Q: 3 clusters Score -6909752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6909763.000000 Penalty: 5402.287109
	Iteration 23Q: 3 clusters Score -6909763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6909763.000000 Penalty: 5402.287109
	Iteration 24F: 3 clusters Score -6909763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Entering Unmasked Estep 
Score: -8097086.500000 Penalty: 2738.636719
	Iteration 0F: 2 clusters Score -8097086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8054942.500000 Penalty: 5477.273438
	Iteration 0F: 3 clusters Score -8054942 nChanged 29182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -8071368.000000 Penalty: 5477.273438
	Iteration 1F: 3 clusters Score -8071368 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -8072070.000000 Penalty: 5477.273438
	Iteration 2Q: 3 clusters Score -8072070 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -8072894.500000 Penalty: 5477.273438
	Iteration 3Q: 3 clusters Score -8072894 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -8074118.000000 Penalty: 5477.273438
	Iteration 4Q: 3 clusters Score -8074118 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8076384.500000 Penalty: 5477.273438
	Iteration 5F: 3 clusters Score -8076384 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8079898.500000 Penalty: 5477.273438
	Iteration 6F: 3 clusters Score -8079898 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -8084838.000000 Penalty: 5477.273438
	Iteration 7F: 3 clusters Score -8084838 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -8089791.000000 Penalty: 5477.273438
	Iteration 8F: 3 clusters Score -8089791 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8092657.500000 Penalty: 5477.273438
	Iteration 9Q: 3 clusters Score -8092658 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -8093940.500000 Penalty: 5477.273438
	Iteration 10Q: 3 clusters Score -8093940 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -8094450.000000 Penalty: 5477.273438
	Iteration 11Q: 3 clusters Score -8094450 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -8094663.000000 Penalty: 5477.273438
	Iteration 12Q: 3 clusters Score -8094663 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8094843.500000 Penalty: 5477.273438
	Iteration 13Q: 3 clusters Score -8094844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -8094937.500000 Penalty: 5477.273438
	Iteration 14Q: 3 clusters Score -8094938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -8094986.000000 Penalty: 5477.273438
	Iteration 15Q: 3 clusters Score -8094986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -8095027.000000 Penalty: 5477.273438
	Iteration 16Q: 3 clusters Score -8095027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8095039.000000 Penalty: 5477.273438
	Iteration 17Q: 3 clusters Score -8095039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8095050.500000 Penalty: 5477.273438
	Iteration 18Q: 3 clusters Score -8095050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8095055.500000 Penalty: 5477.273438
	Iteration 19Q: 3 clusters Score -8095056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8095072.000000 Penalty: 5477.273438
	Iteration 20F: 3 clusters Score -8095072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -8095085.500000 Penalty: 5477.273438
	Iteration 21Q: 3 clusters Score -8095086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -8095097.500000 Penalty: 5477.273438
	Iteration 22Q: 3 clusters Score -8095098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -8095110.000000 Penalty: 5477.273438
	Iteration 23Q: 3 clusters Score -8095110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -8095112.000000 Penalty: 5477.273438
	Iteration 24Q: 3 clusters Score -8095112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -8095111.500000 Penalty: 5477.273438
	Iteration 25Q: 3 clusters Score -8095112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -8095109.500000 Penalty: 5477.273438
	Iteration 26Q: 3 clusters Score -8095110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -8095108.000000 Penalty: 5477.273438
	Iteration 27Q: 3 clusters Score -8095108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -8095108.000000 Penalty: 5477.273438
	Iteration 28F: 3 clusters Score -8095108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -925784.000000 Penalty: 2214.664307
	Iteration 0F: 2 clusters Score -925784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -919710.312500 Penalty: 4429.328613
	Iteration 0F: 3 clusters Score -919710.3 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -921245.625000 Penalty: 4429.328613
	Iteration 1F: 3 clusters Score -921245.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -921515.750000 Penalty: 4429.328613
	Iteration 2F: 3 clusters Score -921515.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -921739.375000 Penalty: 4429.328613
	Iteration 3F: 3 clusters Score -921739.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -922005.062500 Penalty: 4429.328613
	Iteration 4Q: 3 clusters Score -922005.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -922244.125000 Penalty: 4429.328613
	Iteration 5Q: 3 clusters Score -922244.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -922435.875000 Penalty: 4429.328613
	Iteration 6Q: 3 clusters Score -922435.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -922595.750000 Penalty: 4429.328613
	Iteration 7Q: 3 clusters Score -922595.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -922770.125000 Penalty: 4429.328613
	Iteration 8Q: 3 clusters Score -922770.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -922954.000000 Penalty: 4429.328613
	Iteration 9Q: 3 clusters Score -922954 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -923113.250000 Penalty: 4429.328613
	Iteration 10Q: 3 clusters Score -923113.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -923274.625000 Penalty: 4429.328613
	Iteration 11Q: 3 clusters Score -923274.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -923419.625000 Penalty: 4429.328613
	Iteration 12Q: 3 clusters Score -923419.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -923558.750000 Penalty: 4429.328613
	Iteration 13Q: 3 clusters Score -923558.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -923688.812500 Penalty: 4429.328613
	Iteration 14Q: 3 clusters Score -923688.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -923797.187500 Penalty: 4429.328613
	Iteration 15Q: 3 clusters Score -923797.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -923871.625000 Penalty: 4429.328613
	Iteration 16Q: 3 clusters Score -923871.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -923940.375000 Penalty: 4429.328613
	Iteration 17Q: 3 clusters Score -923940.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -923983.437500 Penalty: 4429.328613
	Iteration 18Q: 3 clusters Score -923983.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -924027.250000 Penalty: 4429.328613
	Iteration 19Q: 3 clusters Score -924027.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -924067.062500 Penalty: 4429.328613
	Iteration 20F: 3 clusters Score -924067.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -924097.625000 Penalty: 4429.328613
	Iteration 21Q: 3 clusters Score -924097.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -924119.562500 Penalty: 4429.328613
	Iteration 22Q: 3 clusters Score -924119.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -924136.875000 Penalty: 4429.328613
	Iteration 23Q: 3 clusters Score -924136.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -924153.437500 Penalty: 4429.328613
	Iteration 24Q: 3 clusters Score -924153.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -924170.000000 Penalty: 4429.328613
	Iteration 25Q: 3 clusters Score -924170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -924184.687500 Penalty: 4429.328613
	Iteration 26Q: 3 clusters Score -924184.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -924203.125000 Penalty: 4429.328613
	Iteration 27Q: 3 clusters Score -924203.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -924219.125000 Penalty: 4429.328613
	Iteration 28Q: 3 clusters Score -924219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -924229.500000 Penalty: 4429.328613
	Iteration 29Q: 3 clusters Score -924229.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -924239.625000 Penalty: 4429.328613
	Iteration 30Q: 3 clusters Score -924239.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -924246.375000 Penalty: 4429.328613
	Iteration 31Q: 3 clusters Score -924246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -924259.312500 Penalty: 4429.328613
	Iteration 32Q: 3 clusters Score -924259.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -924271.500000 Penalty: 4429.328613
	Iteration 33Q: 3 clusters Score -924271.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -924291.500000 Penalty: 4429.328613
	Iteration 34Q: 3 clusters Score -924291.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -924308.812500 Penalty: 4429.328613
	Iteration 35Q: 3 clusters Score -924308.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -924331.500000 Penalty: 4429.328613
	Iteration 36Q: 3 clusters Score -924331.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -924356.937500 Penalty: 4429.328613
	Iteration 37Q: 3 clusters Score -924356.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -924388.687500 Penalty: 4429.328613
	Iteration 38Q: 3 clusters Score -924388.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -924407.562500 Penalty: 4429.328613
	Iteration 39Q: 3 clusters Score -924407.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -924422.000000 Penalty: 4429.328613
	Iteration 40F: 3 clusters Score -924422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -924430.187500 Penalty: 4429.328613
	Iteration 41Q: 3 clusters Score -924430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -924433.500000 Penalty: 4429.328613
	Iteration 42Q: 3 clusters Score -924433.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -924436.937500 Penalty: 4429.328613
	Iteration 43Q: 3 clusters Score -924436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -924438.625000 Penalty: 4429.328613
	Iteration 44Q: 3 clusters Score -924438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -924440.187500 Penalty: 4429.328613
	Iteration 45Q: 3 clusters Score -924440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -924439.750000 Penalty: 4429.328613
	Iteration 46Q: 3 clusters Score -924439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -924443.687500 Penalty: 4429.328613
	Iteration 47Q: 3 clusters Score -924443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -924446.437500 Penalty: 4429.328613
	Iteration 48Q: 3 clusters Score -924446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -924446.687500 Penalty: 4429.328613
	Iteration 49Q: 3 clusters Score -924446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -924446.687500 Penalty: 4429.328613
	Iteration 50F: 3 clusters Score -924446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 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 267 members 
Entering Unmasked Estep 
Score: -56636.203125 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56636.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56923.023438 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56923.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57048.707031 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57048.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57122.496094 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -57122.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57201.515625 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57201.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57283.566406 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57283.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57330.492188 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57330.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57378.707031 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57378.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57424.117188 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57424.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57440.007812 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57440.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57449.351562 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57449.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57453.578125 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -57453.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57453.578125 Penalty: 3135.992188
	Iteration 12F: 3 clusters Score -57453.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 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 215 members 
Entering Unmasked Estep 
Score: -45020.113281 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45020.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45206.394531 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45206.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45314.328125 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45314.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45433.199219 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -45433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45494.761719 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45494.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45530.683594 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45530.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45541.746094 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45541.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45549.015625 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45549.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45549.015625 Penalty: 3027.977295
	Iteration 8F: 3 clusters Score -45549.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19342.380859 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19342.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19397.837891 Penalty: 2597.275391
	Iteration 1Q: 3 clusters Score -19397.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19420.619141 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19420.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19420.619141 Penalty: 2597.275391
	Iteration 3F: 3 clusters Score -19420.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 143095 members 
Mstep: Class 3 contains 204074 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178685 members 
Mstep: Class 12 contains 176227 members 
Mstep: Class 13 contains 78784 members 
Mstep: Class 14 contains 212646 members 
Mstep: Class 15 contains 53729 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 359Q: 21 clusters Score -1.496874e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 143081 members 
Mstep: Class 3 contains 204074 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178697 members 
Mstep: Class 12 contains 176231 members 
Mstep: Class 13 contains 78784 members 
Mstep: Class 14 contains 212648 members 
Mstep: Class 15 contains 53732 members 
Mstep: Class 16 contains 62497 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687312.000000 Penalty: 69388.398438
Iteration 360F: 21 clusters Score -1.496873e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 143066 members 
Mstep: Class 3 contains 204082 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178695 members 
Mstep: Class 12 contains 176239 members 
Mstep: Class 13 contains 78787 members 
Mstep: Class 14 contains 212639 members 
Mstep: Class 15 contains 53738 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687248.000000 Penalty: 69388.398438
Iteration 361Q: 21 clusters Score -1.496872e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 143059 members 
Mstep: Class 3 contains 204091 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178700 members 
Mstep: Class 12 contains 176238 members 
Mstep: Class 13 contains 78788 members 
Mstep: Class 14 contains 212628 members 
Mstep: Class 15 contains 53741 members 
Mstep: Class 16 contains 62499 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687264.000000 Penalty: 69388.398438
Iteration 362Q: 21 clusters Score -1.496873e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 143048 members 
Mstep: Class 3 contains 204100 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178700 members 
Mstep: Class 12 contains 176243 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 212629 members 
Mstep: Class 15 contains 53742 members 
Mstep: Class 16 contains 62497 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687296.000000 Penalty: 69388.398438
Iteration 363Q: 21 clusters Score -1.496873e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 143040 members 
Mstep: Class 3 contains 204106 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178708 members 
Mstep: Class 12 contains 176241 members 
Mstep: Class 13 contains 78795 members 
Mstep: Class 14 contains 212617 members 
Mstep: Class 15 contains 53747 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687328.000000 Penalty: 69388.398438
Iteration 364Q: 21 clusters Score -1.496873e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 143031 members 
Mstep: Class 3 contains 204119 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178709 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 78796 members 
Mstep: Class 14 contains 212608 members 
Mstep: Class 15 contains 53753 members 
Mstep: Class 16 contains 62500 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687328.000000 Penalty: 69388.398438
Iteration 365Q: 21 clusters Score -1.496873e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 143029 members 
Mstep: Class 3 contains 204118 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178707 members 
Mstep: Class 12 contains 176238 members 
Mstep: Class 13 contains 78802 members 
Mstep: Class 14 contains 212603 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 62504 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 366Q: 21 clusters Score -1.496874e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 143030 members 
Mstep: Class 3 contains 204124 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178698 members 
Mstep: Class 12 contains 176239 members 
Mstep: Class 13 contains 78800 members 
Mstep: Class 14 contains 212606 members 
Mstep: Class 15 contains 53754 members 
Mstep: Class 16 contains 62504 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687344.000000 Penalty: 69388.398438
Iteration 367Q: 21 clusters Score -1.496873e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 143030 members 
Mstep: Class 3 contains 204128 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178691 members 
Mstep: Class 12 contains 176237 members 
Mstep: Class 13 contains 78799 members 
Mstep: Class 14 contains 212611 members 
Mstep: Class 15 contains 53756 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 368Q: 21 clusters Score -1.496874e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 143033 members 
Mstep: Class 3 contains 204133 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178687 members 
Mstep: Class 12 contains 176234 members 
Mstep: Class 13 contains 78795 members 
Mstep: Class 14 contains 212614 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62500 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 369Q: 21 clusters Score -1.496874e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 143027 members 
Mstep: Class 3 contains 204143 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178681 members 
Mstep: Class 12 contains 176238 members 
Mstep: Class 13 contains 78788 members 
Mstep: Class 14 contains 212615 members 
Mstep: Class 15 contains 53763 members 
Mstep: Class 16 contains 62500 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687392.000000 Penalty: 69388.398438
Iteration 370Q: 21 clusters Score -1.496874e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 143027 members 
Mstep: Class 3 contains 204142 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178664 members 
Mstep: Class 12 contains 176246 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 212623 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 62501 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 69388.398438
Iteration 371Q: 21 clusters Score -1.496874e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 143027 members 
Mstep: Class 3 contains 204142 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178642 members 
Mstep: Class 12 contains 176249 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 212636 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 62501 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687408.000000 Penalty: 69388.398438
Iteration 372Q: 21 clusters Score -1.496874e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 143026 members 
Mstep: Class 3 contains 204142 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178641 members 
Mstep: Class 12 contains 176246 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 212641 members 
Mstep: Class 15 contains 53770 members 
Mstep: Class 16 contains 62499 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 373Q: 21 clusters Score -1.496874e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 143021 members 
Mstep: Class 3 contains 204145 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178643 members 
Mstep: Class 12 contains 176248 members 
Mstep: Class 13 contains 78791 members 
Mstep: Class 14 contains 212639 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 62499 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 374Q: 21 clusters Score -1.496874e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 143018 members 
Mstep: Class 3 contains 204147 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178644 members 
Mstep: Class 12 contains 176250 members 
Mstep: Class 13 contains 78791 members 
Mstep: Class 14 contains 212639 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 62494 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687472.000000 Penalty: 69388.398438
Iteration 375Q: 21 clusters Score -1.496875e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 143012 members 
Mstep: Class 3 contains 204145 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178645 members 
Mstep: Class 12 contains 176252 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 212642 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 62493 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 376Q: 21 clusters Score -1.496874e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 143004 members 
Mstep: Class 3 contains 204153 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178641 members 
Mstep: Class 12 contains 176253 members 
Mstep: Class 13 contains 78790 members 
Mstep: Class 14 contains 212652 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 62491 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687472.000000 Penalty: 69388.398438
Iteration 377Q: 21 clusters Score -1.496875e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 143000 members 
Mstep: Class 3 contains 204168 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178630 members 
Mstep: Class 12 contains 176255 members 
Mstep: Class 13 contains 78784 members 
Mstep: Class 14 contains 212657 members 
Mstep: Class 15 contains 53767 members 
Mstep: Class 16 contains 62490 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687488.000000 Penalty: 69388.398438
Iteration 378Q: 21 clusters Score -1.496875e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 142997 members 
Mstep: Class 3 contains 204180 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178620 members 
Mstep: Class 12 contains 176255 members 
Mstep: Class 13 contains 78782 members 
Mstep: Class 14 contains 212661 members 
Mstep: Class 15 contains 53767 members 
Mstep: Class 16 contains 62489 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687424.000000 Penalty: 69388.398438
Iteration 379Q: 21 clusters Score -1.496874e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 142989 members 
Mstep: Class 3 contains 204204 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178618 members 
Mstep: Class 12 contains 176251 members 
Mstep: Class 13 contains 78777 members 
Mstep: Class 14 contains 212661 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62488 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687408.000000 Penalty: 69388.398438
Iteration 380F: 21 clusters Score -1.496874e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 142988 members 
Mstep: Class 3 contains 204220 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178604 members 
Mstep: Class 12 contains 176246 members 
Mstep: Class 13 contains 78779 members 
Mstep: Class 14 contains 212665 members 
Mstep: Class 15 contains 53761 members 
Mstep: Class 16 contains 62491 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687376.000000 Penalty: 69388.398438
Iteration 381Q: 21 clusters Score -1.496874e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 142984 members 
Mstep: Class 3 contains 204228 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178592 members 
Mstep: Class 12 contains 176238 members 
Mstep: Class 13 contains 78774 members 
Mstep: Class 14 contains 212689 members 
Mstep: Class 15 contains 53761 members 
Mstep: Class 16 contains 62490 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 382Q: 21 clusters Score -1.496874e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 142979 members 
Mstep: Class 3 contains 204240 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178582 members 
Mstep: Class 12 contains 176234 members 
Mstep: Class 13 contains 78769 members 
Mstep: Class 14 contains 212700 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62494 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 383Q: 21 clusters Score -1.496874e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 142974 members 
Mstep: Class 3 contains 204261 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178572 members 
Mstep: Class 12 contains 176221 members 
Mstep: Class 13 contains 78762 members 
Mstep: Class 14 contains 212709 members 
Mstep: Class 15 contains 53762 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687440.000000 Penalty: 69388.398438
Iteration 384Q: 21 clusters Score -1.496874e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 142963 members 
Mstep: Class 3 contains 204289 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178562 members 
Mstep: Class 12 contains 176218 members 
Mstep: Class 13 contains 78751 members 
Mstep: Class 14 contains 212705 members 
Mstep: Class 15 contains 53763 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687504.000000 Penalty: 69388.398438
Iteration 385Q: 21 clusters Score -1.496875e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 142952 members 
Mstep: Class 3 contains 204322 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178548 members 
Mstep: Class 12 contains 176207 members 
Mstep: Class 13 contains 78743 members 
Mstep: Class 14 contains 212710 members 
Mstep: Class 15 contains 53763 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687568.000000 Penalty: 69388.398438
Iteration 386Q: 21 clusters Score -1.496876e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 142936 members 
Mstep: Class 3 contains 204336 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178538 members 
Mstep: Class 12 contains 176207 members 
Mstep: Class 13 contains 78741 members 
Mstep: Class 14 contains 212721 members 
Mstep: Class 15 contains 53763 members 
Mstep: Class 16 contains 62512 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 387Q: 21 clusters Score -1.496877e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 142927 members 
Mstep: Class 3 contains 204348 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178523 members 
Mstep: Class 12 contains 176206 members 
Mstep: Class 13 contains 78737 members 
Mstep: Class 14 contains 212742 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 62510 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 388Q: 21 clusters Score -1.496877e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 142912 members 
Mstep: Class 3 contains 204360 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178507 members 
Mstep: Class 12 contains 176201 members 
Mstep: Class 13 contains 78731 members 
Mstep: Class 14 contains 212772 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 389Q: 21 clusters Score -1.496878e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 142899 members 
Mstep: Class 3 contains 204383 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178493 members 
Mstep: Class 12 contains 176204 members 
Mstep: Class 13 contains 78726 members 
Mstep: Class 14 contains 212783 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687680.000000 Penalty: 69388.398438
Iteration 390Q: 21 clusters Score -1.496877e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 142890 members 
Mstep: Class 3 contains 204399 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178487 members 
Mstep: Class 12 contains 176205 members 
Mstep: Class 13 contains 78720 members 
Mstep: Class 14 contains 212793 members 
Mstep: Class 15 contains 53763 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687536.000000 Penalty: 69388.398438
Iteration 391Q: 21 clusters Score -1.496875e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 142873 members 
Mstep: Class 3 contains 204420 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178471 members 
Mstep: Class 12 contains 176204 members 
Mstep: Class 13 contains 78718 members 
Mstep: Class 14 contains 212805 members 
Mstep: Class 15 contains 53761 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687632.000000 Penalty: 69388.398438
Iteration 392Q: 21 clusters Score -1.496876e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 142868 members 
Mstep: Class 3 contains 204446 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178450 members 
Mstep: Class 12 contains 176199 members 
Mstep: Class 13 contains 78716 members 
Mstep: Class 14 contains 212819 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62501 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687552.000000 Penalty: 69388.398438
Iteration 393Q: 21 clusters Score -1.496876e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 142847 members 
Mstep: Class 3 contains 204464 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178438 members 
Mstep: Class 12 contains 176198 members 
Mstep: Class 13 contains 78713 members 
Mstep: Class 14 contains 212838 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62497 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687488.000000 Penalty: 69388.398438
Iteration 394Q: 21 clusters Score -1.496875e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 142845 members 
Mstep: Class 3 contains 204476 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178429 members 
Mstep: Class 12 contains 176201 members 
Mstep: Class 13 contains 78708 members 
Mstep: Class 14 contains 212845 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687616.000000 Penalty: 69388.398438
Iteration 395Q: 21 clusters Score -1.496876e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 142827 members 
Mstep: Class 3 contains 204501 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178425 members 
Mstep: Class 12 contains 176195 members 
Mstep: Class 13 contains 78699 members 
Mstep: Class 14 contains 212868 members 
Mstep: Class 15 contains 53758 members 
Mstep: Class 16 contains 62493 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687728.000000 Penalty: 69388.398438
Iteration 396Q: 21 clusters Score -1.496877e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 142818 members 
Mstep: Class 3 contains 204518 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178426 members 
Mstep: Class 12 contains 176183 members 
Mstep: Class 13 contains 78691 members 
Mstep: Class 14 contains 212879 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 7552 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 397Q: 21 clusters Score -1.496877e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 142817 members 
Mstep: Class 3 contains 204529 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178420 members 
Mstep: Class 12 contains 176176 members 
Mstep: Class 13 contains 78688 members 
Mstep: Class 14 contains 212886 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 62492 members 
Mstep: Class 17 contains 7550 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687600.000000 Penalty: 69388.398438
Iteration 398Q: 21 clusters Score -1.496876e+08 nChanged 98
Entering ConstructFrom: 
Score: -149687600.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Entering Unmasked Estep 
Score: -7169104.500000 Penalty: 2708.461426
	Iteration 0F: 2 clusters Score -7169104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -7131699.000000 Penalty: 5416.922852
	Iteration 0F: 3 clusters Score -7131699 nChanged 25842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -7146162.000000 Penalty: 5416.922852
	Iteration 1F: 3 clusters Score -7146162 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -7146720.500000 Penalty: 5416.922852
	Iteration 2Q: 3 clusters Score -7146720 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -7147315.500000 Penalty: 5416.922852
	Iteration 3Q: 3 clusters Score -7147316 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -7148067.500000 Penalty: 5416.922852
	Iteration 4Q: 3 clusters Score -7148068 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -7149083.500000 Penalty: 5416.922852
	Iteration 5Q: 3 clusters Score -7149084 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -7150590.000000 Penalty: 5416.922852
	Iteration 6Q: 3 clusters Score -7150590 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -7152652.500000 Penalty: 5416.922852
	Iteration 7F: 3 clusters Score -7152652 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -7155103.500000 Penalty: 5416.922852
	Iteration 8F: 3 clusters Score -7155104 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -7157680.500000 Penalty: 5416.922852
	Iteration 9F: 3 clusters Score -7157680 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -7159894.500000 Penalty: 5416.922852
	Iteration 10F: 3 clusters Score -7159894 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -7161687.000000 Penalty: 5416.922852
	Iteration 11Q: 3 clusters Score -7161687 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -7162907.500000 Penalty: 5416.922852
	Iteration 12Q: 3 clusters Score -7162908 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -7163896.500000 Penalty: 5416.922852
	Iteration 13Q: 3 clusters Score -7163896 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7164590.000000 Penalty: 5416.922852
	Iteration 14Q: 3 clusters Score -7164590 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7165165.500000 Penalty: 5416.922852
	Iteration 15Q: 3 clusters Score -7165166 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7165553.000000 Penalty: 5416.922852
	Iteration 16Q: 3 clusters Score -7165553 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7165852.000000 Penalty: 5416.922852
	Iteration 17Q: 3 clusters Score -7165852 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7166063.000000 Penalty: 5416.922852
	Iteration 18Q: 3 clusters Score -7166063 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7166237.000000 Penalty: 5416.922852
	Iteration 19Q: 3 clusters Score -7166237 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7166367.500000 Penalty: 5416.922852
	Iteration 20F: 3 clusters Score -7166368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7166458.500000 Penalty: 5416.922852
	Iteration 21Q: 3 clusters Score -7166458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7166514.000000 Penalty: 5416.922852
	Iteration 22Q: 3 clusters Score -7166514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7166573.500000 Penalty: 5416.922852
	Iteration 23Q: 3 clusters Score -7166574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7166624.000000 Penalty: 5416.922852
	Iteration 24Q: 3 clusters Score -7166624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7166633.000000 Penalty: 5416.922852
	Iteration 25Q: 3 clusters Score -7166633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7166646.000000 Penalty: 5416.922852
	Iteration 26Q: 3 clusters Score -7166646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7166656.500000 Penalty: 5416.922852
	Iteration 27Q: 3 clusters Score -7166656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7166672.000000 Penalty: 5416.922852
	Iteration 28Q: 3 clusters Score -7166672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7166691.000000 Penalty: 5416.922852
	Iteration 29Q: 3 clusters Score -7166691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7166706.500000 Penalty: 5416.922852
	Iteration 30Q: 3 clusters Score -7166706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7166716.500000 Penalty: 5416.922852
	Iteration 31Q: 3 clusters Score -7166716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7166725.000000 Penalty: 5416.922852
	Iteration 32Q: 3 clusters Score -7166725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7166725.500000 Penalty: 5416.922852
	Iteration 33Q: 3 clusters Score -7166726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7166738.000000 Penalty: 5416.922852
	Iteration 34Q: 3 clusters Score -7166738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7166745.000000 Penalty: 5416.922852
	Iteration 35Q: 3 clusters Score -7166745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7166748.000000 Penalty: 5416.922852
	Iteration 36Q: 3 clusters Score -7166748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7166757.500000 Penalty: 5416.922852
	Iteration 37Q: 3 clusters Score -7166758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7166770.000000 Penalty: 5416.922852
	Iteration 38Q: 3 clusters Score -7166770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7166778.000000 Penalty: 5416.922852
	Iteration 39Q: 3 clusters Score -7166778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7166793.500000 Penalty: 5416.922852
	Iteration 40F: 3 clusters Score -7166794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7166798.000000 Penalty: 5416.922852
	Iteration 41Q: 3 clusters Score -7166798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7166798.000000 Penalty: 5416.922852
	Iteration 42Q: 3 clusters Score -7166798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7166797.000000 Penalty: 5416.922852
	Iteration 43Q: 3 clusters Score -7166797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7166797.000000 Penalty: 5416.922852
	Iteration 44F: 3 clusters Score -7166797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (142815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142815 members 
Entering Unmasked Estep 
Score: -18298430.000000 Penalty: 2943.587891
	Iteration 0F: 2 clusters Score -1.829843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71307 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -18203378.000000 Penalty: 5887.175781
	Iteration 0F: 3 clusters Score -1.820338e+07 nChanged 68321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -18242822.000000 Penalty: 5887.175781
	Iteration 1F: 3 clusters Score -1.824282e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -18243696.000000 Penalty: 5887.175781
	Iteration 2Q: 3 clusters Score -1.82437e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67550 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -18245000.000000 Penalty: 5887.175781
	Iteration 3Q: 3 clusters Score -1.8245e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -18246576.000000 Penalty: 5887.175781
	Iteration 4Q: 3 clusters Score -1.824658e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 80230 members 
Entering Unmasked Estep 
Score: -18248684.000000 Penalty: 5887.175781
	Iteration 5Q: 3 clusters Score -1.824868e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -18252202.000000 Penalty: 5887.175781
	Iteration 6Q: 3 clusters Score -1.82522e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -18257120.000000 Penalty: 5887.175781
	Iteration 7F: 3 clusters Score -1.825712e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -18263694.000000 Penalty: 5887.175781
	Iteration 8F: 3 clusters Score -1.826369e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -18270774.000000 Penalty: 5887.175781
	Iteration 9F: 3 clusters Score -1.827077e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 107902 members 
Entering Unmasked Estep 
Score: -18277202.000000 Penalty: 5887.175781
	Iteration 10F: 3 clusters Score -1.82772e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -18281404.000000 Penalty: 5887.175781
	Iteration 11Q: 3 clusters Score -1.82814e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -18284038.000000 Penalty: 5887.175781
	Iteration 12Q: 3 clusters Score -1.828404e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -18286026.000000 Penalty: 5887.175781
	Iteration 13Q: 3 clusters Score -1.828603e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -18287974.000000 Penalty: 5887.175781
	Iteration 14Q: 3 clusters Score -1.828797e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -18289616.000000 Penalty: 5887.175781
	Iteration 15Q: 3 clusters Score -1.828962e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -18291136.000000 Penalty: 5887.175781
	Iteration 16Q: 3 clusters Score -1.829114e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 129214 members 
Entering Unmasked Estep 
Score: -18292510.000000 Penalty: 5887.175781
	Iteration 17Q: 3 clusters Score -1.829251e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -18293610.000000 Penalty: 5887.175781
	Iteration 18Q: 3 clusters Score -1.829361e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -18294358.000000 Penalty: 5887.175781
	Iteration 19Q: 3 clusters Score -1.829436e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -18294936.000000 Penalty: 5887.175781
	Iteration 20F: 3 clusters Score -1.829494e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -18295318.000000 Penalty: 5887.175781
	Iteration 21Q: 3 clusters Score -1.829532e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 135523 members 
Entering Unmasked Estep 
Score: -18295652.000000 Penalty: 5887.175781
	Iteration 22Q: 3 clusters Score -1.829565e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 136204 members 
Entering Unmasked Estep 
Score: -18295812.000000 Penalty: 5887.175781
	Iteration 23Q: 3 clusters Score -1.829581e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -18295952.000000 Penalty: 5887.175781
	Iteration 24Q: 3 clusters Score -1.829595e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 137285 members 
Entering Unmasked Estep 
Score: -18296082.000000 Penalty: 5887.175781
	Iteration 25Q: 3 clusters Score -1.829608e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 137721 members 
Entering Unmasked Estep 
Score: -18296198.000000 Penalty: 5887.175781
	Iteration 26Q: 3 clusters Score -1.82962e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 138081 members 
Entering Unmasked Estep 
Score: -18296276.000000 Penalty: 5887.175781
	Iteration 27Q: 3 clusters Score -1.829628e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 138386 members 
Entering Unmasked Estep 
Score: -18296332.000000 Penalty: 5887.175781
	Iteration 28Q: 3 clusters Score -1.829633e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 138644 members 
Entering Unmasked Estep 
Score: -18296438.000000 Penalty: 5887.175781
	Iteration 29Q: 3 clusters Score -1.829644e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 138879 members 
Entering Unmasked Estep 
Score: -18296526.000000 Penalty: 5887.175781
	Iteration 30Q: 3 clusters Score -1.829653e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 139068 members 
Entering Unmasked Estep 
Score: -18296534.000000 Penalty: 5887.175781
	Iteration 31Q: 3 clusters Score -1.829653e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -18296572.000000 Penalty: 5887.175781
	Iteration 32Q: 3 clusters Score -1.829657e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 139338 members 
Entering Unmasked Estep 
Score: -18296598.000000 Penalty: 5887.175781
	Iteration 33Q: 3 clusters Score -1.82966e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 139448 members 
Entering Unmasked Estep 
Score: -18296592.000000 Penalty: 5887.175781
	Iteration 34Q: 3 clusters Score -1.829659e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 139540 members 
Entering Unmasked Estep 
Score: -18296604.000000 Penalty: 5887.175781
	Iteration 35Q: 3 clusters Score -1.82966e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -18296602.000000 Penalty: 5887.175781
	Iteration 36Q: 3 clusters Score -1.82966e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 139705 members 
Entering Unmasked Estep 
Score: -18296592.000000 Penalty: 5887.175781
	Iteration 37Q: 3 clusters Score -1.829659e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 139785 members 
Entering Unmasked Estep 
Score: -18296620.000000 Penalty: 5887.175781
	Iteration 38Q: 3 clusters Score -1.829662e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -18296644.000000 Penalty: 5887.175781
	Iteration 39Q: 3 clusters Score -1.829664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 139923 members 
Entering Unmasked Estep 
Score: -18296662.000000 Penalty: 5887.175781
	Iteration 40F: 3 clusters Score -1.829666e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -18296690.000000 Penalty: 5887.175781
	Iteration 41Q: 3 clusters Score -1.829669e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 140065 members 
Entering Unmasked Estep 
Score: -18296692.000000 Penalty: 5887.175781
	Iteration 42Q: 3 clusters Score -1.829669e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 140125 members 
Entering Unmasked Estep 
Score: -18296702.000000 Penalty: 5887.175781
	Iteration 43Q: 3 clusters Score -1.82967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 140171 members 
Entering Unmasked Estep 
Score: -18296720.000000 Penalty: 5887.175781
	Iteration 44Q: 3 clusters Score -1.829672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -18296716.000000 Penalty: 5887.175781
	Iteration 45Q: 3 clusters Score -1.829672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -18296706.000000 Penalty: 5887.175781
	Iteration 46Q: 3 clusters Score -1.829671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 140271 members 
Entering Unmasked Estep 
Score: -18296690.000000 Penalty: 5887.175781
	Iteration 47Q: 3 clusters Score -1.829669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -18296700.000000 Penalty: 5887.175781
	Iteration 48Q: 3 clusters Score -1.82967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 140312 members 
Entering Unmasked Estep 
Score: -18296694.000000 Penalty: 5887.175781
	Iteration 49Q: 3 clusters Score -1.829669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 140325 members 
Entering Unmasked Estep 
Score: -18296692.000000 Penalty: 5887.175781
	Iteration 50Q: 3 clusters Score -1.829669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -18296680.000000 Penalty: 5887.175781
	Iteration 51Q: 3 clusters Score -1.829668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -18296680.000000 Penalty: 5887.175781
	Iteration 52Q: 3 clusters Score -1.829668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -18296690.000000 Penalty: 5887.175781
	Iteration 53Q: 3 clusters Score -1.829669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 140364 members 
Entering Unmasked Estep 
Score: -18296690.000000 Penalty: 5887.175781
	Iteration 54Q: 3 clusters Score -1.829669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 140370 members 
Entering Unmasked Estep 
Score: -18296706.000000 Penalty: 5887.175781
	Iteration 55Q: 3 clusters Score -1.829671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 140378 members 
Entering Unmasked Estep 
Score: -18296688.000000 Penalty: 5887.175781
	Iteration 56Q: 3 clusters Score -1.829669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -18296694.000000 Penalty: 5887.175781
	Iteration 57Q: 3 clusters Score -1.829669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 140398 members 
Entering Unmasked Estep 
Score: -18296700.000000 Penalty: 5887.175781
	Iteration 58Q: 3 clusters Score -1.82967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -18296708.000000 Penalty: 5887.175781
	Iteration 59Q: 3 clusters Score -1.829671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 140431 members 
Entering Unmasked Estep 
Score: -18296728.000000 Penalty: 5887.175781
	Iteration 60F: 3 clusters Score -1.829673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -18296726.000000 Penalty: 5887.175781
	Iteration 61Q: 3 clusters Score -1.829673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 140457 members 
Entering Unmasked Estep 
Score: -18296742.000000 Penalty: 5887.175781
	Iteration 62Q: 3 clusters Score -1.829674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 140473 members 
Entering Unmasked Estep 
Score: -18296732.000000 Penalty: 5887.175781
	Iteration 63Q: 3 clusters Score -1.829673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 140490 members 
Entering Unmasked Estep 
Score: -18296748.000000 Penalty: 5887.175781
	Iteration 64Q: 3 clusters Score -1.829675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -18296724.000000 Penalty: 5887.175781
	Iteration 65Q: 3 clusters Score -1.829672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -18296722.000000 Penalty: 5887.175781
	Iteration 66Q: 3 clusters Score -1.829672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 140519 members 
Entering Unmasked Estep 
Score: -18296728.000000 Penalty: 5887.175781
	Iteration 67Q: 3 clusters Score -1.829673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 140537 members 
Entering Unmasked Estep 
Score: -18296722.000000 Penalty: 5887.175781
	Iteration 68Q: 3 clusters Score -1.829672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -18296740.000000 Penalty: 5887.175781
	Iteration 69Q: 3 clusters Score -1.829674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 140550 members 
Entering Unmasked Estep 
Score: -18296746.000000 Penalty: 5887.175781
	Iteration 70Q: 3 clusters Score -1.829675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 140555 members 
Entering Unmasked Estep 
Score: -18296742.000000 Penalty: 5887.175781
	Iteration 71Q: 3 clusters Score -1.829674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -18296748.000000 Penalty: 5887.175781
	Iteration 72Q: 3 clusters Score -1.829675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -18296752.000000 Penalty: 5887.175781
	Iteration 73Q: 3 clusters Score -1.829675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -18296744.000000 Penalty: 5887.175781
	Iteration 74Q: 3 clusters Score -1.829674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -18296748.000000 Penalty: 5887.175781
	Iteration 75Q: 3 clusters Score -1.829675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -18296750.000000 Penalty: 5887.175781
	Iteration 76Q: 3 clusters Score -1.829675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 140587 members 
Entering Unmasked Estep 
Score: -18296744.000000 Penalty: 5887.175781
	Iteration 77Q: 3 clusters Score -1.829674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 140587 members 
Entering Unmasked Estep 
Score: -18296744.000000 Penalty: 5887.175781
	Iteration 78F: 3 clusters Score -1.829674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (204543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204543 members 
Entering Unmasked Estep 
Score: -26146310.000000 Penalty: 3032.676270
	Iteration 0F: 2 clusters Score -2.614631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -26012816.000000 Penalty: 6065.352539
	Iteration 0F: 3 clusters Score -2.601282e+07 nChanged 98365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -26070606.000000 Penalty: 6065.352539
	Iteration 1F: 3 clusters Score -2.607061e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -26071634.000000 Penalty: 6065.352539
	Iteration 2Q: 3 clusters Score -2.607163e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -26073482.000000 Penalty: 6065.352539
	Iteration 3Q: 3 clusters Score -2.607348e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -26076754.000000 Penalty: 6065.352539
	Iteration 4Q: 3 clusters Score -2.607675e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -26083346.000000 Penalty: 6065.352539
	Iteration 5F: 3 clusters Score -2.608335e+07 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144763 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -26094766.000000 Penalty: 6065.352539
	Iteration 6F: 3 clusters Score -2.609477e+07 nChanged 17791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161114 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -26111046.000000 Penalty: 6065.352539
	Iteration 7F: 3 clusters Score -2.611105e+07 nChanged 15370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -26126248.000000 Penalty: 6065.352539
	Iteration 8F: 3 clusters Score -2.612625e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -26137272.000000 Penalty: 6065.352539
	Iteration 9Q: 3 clusters Score -2.613727e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185689 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -26143088.000000 Penalty: 6065.352539
	Iteration 10Q: 3 clusters Score -2.614309e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186614 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -26145008.000000 Penalty: 6065.352539
	Iteration 11Q: 3 clusters Score -2.614501e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187211 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -26145914.000000 Penalty: 6065.352539
	Iteration 12Q: 3 clusters Score -2.614591e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -26146382.000000 Penalty: 6065.352539
	Iteration 13Q: 3 clusters Score -2.614638e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188079 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -26146662.000000 Penalty: 6065.352539
	Iteration 14Q: 3 clusters Score -2.614666e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188401 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -26146826.000000 Penalty: 6065.352539
	Iteration 15Q: 3 clusters Score -2.614683e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188655 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -26146976.000000 Penalty: 6065.352539
	Iteration 16Q: 3 clusters Score -2.614698e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -26147020.000000 Penalty: 6065.352539
	Iteration 17Q: 3 clusters Score -2.614702e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189121 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -26147036.000000 Penalty: 6065.352539
	Iteration 18Q: 3 clusters Score -2.614704e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189317 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -26147130.000000 Penalty: 6065.352539
	Iteration 19Q: 3 clusters Score -2.614713e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189515 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -26147098.000000 Penalty: 6065.352539
	Iteration 20F: 3 clusters Score -2.61471e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189694 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -26147102.000000 Penalty: 6065.352539
	Iteration 21Q: 3 clusters Score -2.61471e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189863 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -26147102.000000 Penalty: 6065.352539
	Iteration 22Q: 3 clusters Score -2.61471e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190010 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -26147106.000000 Penalty: 6065.352539
	Iteration 23Q: 3 clusters Score -2.614711e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190144 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -26147158.000000 Penalty: 6065.352539
	Iteration 24Q: 3 clusters Score -2.614716e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190264 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -26147164.000000 Penalty: 6065.352539
	Iteration 25Q: 3 clusters Score -2.614716e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190374 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -26147164.000000 Penalty: 6065.352539
	Iteration 26Q: 3 clusters Score -2.614716e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190501 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -26147126.000000 Penalty: 6065.352539
	Iteration 27Q: 3 clusters Score -2.614713e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190627 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -26147148.000000 Penalty: 6065.352539
	Iteration 28Q: 3 clusters Score -2.614715e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -26147130.000000 Penalty: 6065.352539
	Iteration 29Q: 3 clusters Score -2.614713e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190843 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -26147116.000000 Penalty: 6065.352539
	Iteration 30Q: 3 clusters Score -2.614712e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190972 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -26147126.000000 Penalty: 6065.352539
	Iteration 31Q: 3 clusters Score -2.614713e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191093 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -26147056.000000 Penalty: 6065.352539
	Iteration 32Q: 3 clusters Score -2.614706e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191219 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -26147064.000000 Penalty: 6065.352539
	Iteration 33Q: 3 clusters Score -2.614706e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191362 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -26146984.000000 Penalty: 6065.352539
	Iteration 34Q: 3 clusters Score -2.614698e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -26146954.000000 Penalty: 6065.352539
	Iteration 35Q: 3 clusters Score -2.614695e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -26147016.000000 Penalty: 6065.352539
	Iteration 36Q: 3 clusters Score -2.614702e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191753 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -26147006.000000 Penalty: 6065.352539
	Iteration 37Q: 3 clusters Score -2.614701e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191872 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -26146998.000000 Penalty: 6065.352539
	Iteration 38Q: 3 clusters Score -2.6147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191979 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -26146972.000000 Penalty: 6065.352539
	Iteration 39Q: 3 clusters Score -2.614697e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -26146920.000000 Penalty: 6065.352539
	Iteration 40F: 3 clusters Score -2.614692e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192163 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -26146902.000000 Penalty: 6065.352539
	Iteration 41Q: 3 clusters Score -2.61469e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192259 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -26146904.000000 Penalty: 6065.352539
	Iteration 42Q: 3 clusters Score -2.61469e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192343 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -26146910.000000 Penalty: 6065.352539
	Iteration 43Q: 3 clusters Score -2.614691e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192421 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -26146894.000000 Penalty: 6065.352539
	Iteration 44Q: 3 clusters Score -2.614689e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192502 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -26146876.000000 Penalty: 6065.352539
	Iteration 45Q: 3 clusters Score -2.614688e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192586 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -26146880.000000 Penalty: 6065.352539
	Iteration 46Q: 3 clusters Score -2.614688e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192666 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -26146860.000000 Penalty: 6065.352539
	Iteration 47Q: 3 clusters Score -2.614686e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192746 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -26146884.000000 Penalty: 6065.352539
	Iteration 48Q: 3 clusters Score -2.614688e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192818 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -26146842.000000 Penalty: 6065.352539
	Iteration 49Q: 3 clusters Score -2.614684e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192865 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -26146860.000000 Penalty: 6065.352539
	Iteration 50Q: 3 clusters Score -2.614686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192908 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -26146840.000000 Penalty: 6065.352539
	Iteration 51Q: 3 clusters Score -2.614684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192942 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -26146830.000000 Penalty: 6065.352539
	Iteration 52Q: 3 clusters Score -2.614683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192978 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -26146814.000000 Penalty: 6065.352539
	Iteration 53Q: 3 clusters Score -2.614681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193012 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -26146830.000000 Penalty: 6065.352539
	Iteration 54Q: 3 clusters Score -2.614683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193048 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -26146816.000000 Penalty: 6065.352539
	Iteration 55Q: 3 clusters Score -2.614682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193072 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -26146830.000000 Penalty: 6065.352539
	Iteration 56Q: 3 clusters Score -2.614683e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193097 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -26146816.000000 Penalty: 6065.352539
	Iteration 57Q: 3 clusters Score -2.614682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -26146846.000000 Penalty: 6065.352539
	Iteration 58Q: 3 clusters Score -2.614685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193144 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -26146832.000000 Penalty: 6065.352539
	Iteration 59Q: 3 clusters Score -2.614683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193150 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -26146840.000000 Penalty: 6065.352539
	Iteration 60F: 3 clusters Score -2.614684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -26146824.000000 Penalty: 6065.352539
	Iteration 61Q: 3 clusters Score -2.614682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193157 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -26146826.000000 Penalty: 6065.352539
	Iteration 62Q: 3 clusters Score -2.614683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193160 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -26146816.000000 Penalty: 6065.352539
	Iteration 63Q: 3 clusters Score -2.614682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193161 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -26146818.000000 Penalty: 6065.352539
	Iteration 64Q: 3 clusters Score -2.614682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193163 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -26146804.000000 Penalty: 6065.352539
	Iteration 65Q: 3 clusters Score -2.61468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193169 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -26146798.000000 Penalty: 6065.352539
	Iteration 66Q: 3 clusters Score -2.61468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193178 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -26146806.000000 Penalty: 6065.352539
	Iteration 67Q: 3 clusters Score -2.614681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193184 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -26146798.000000 Penalty: 6065.352539
	Iteration 68Q: 3 clusters Score -2.61468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -26146792.000000 Penalty: 6065.352539
	Iteration 69Q: 3 clusters Score -2.614679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193200 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -26146798.000000 Penalty: 6065.352539
	Iteration 70Q: 3 clusters Score -2.61468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193210 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -26146770.000000 Penalty: 6065.352539
	Iteration 71Q: 3 clusters Score -2.614677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193216 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -26146772.000000 Penalty: 6065.352539
	Iteration 72Q: 3 clusters Score -2.614677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193221 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -26146780.000000 Penalty: 6065.352539
	Iteration 73Q: 3 clusters Score -2.614678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193223 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -26146774.000000 Penalty: 6065.352539
	Iteration 74Q: 3 clusters Score -2.614677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -26146766.000000 Penalty: 6065.352539
	Iteration 75Q: 3 clusters Score -2.614677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193227 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -26146762.000000 Penalty: 6065.352539
	Iteration 76Q: 3 clusters Score -2.614676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193230 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -26146768.000000 Penalty: 6065.352539
	Iteration 77Q: 3 clusters Score -2.614677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193236 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -26146780.000000 Penalty: 6065.352539
	Iteration 78Q: 3 clusters Score -2.614678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193240 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -26146778.000000 Penalty: 6065.352539
	Iteration 79Q: 3 clusters Score -2.614678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193241 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -26146764.000000 Penalty: 6065.352539
	Iteration 80F: 3 clusters Score -2.614676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193243 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -26146770.000000 Penalty: 6065.352539
	Iteration 81Q: 3 clusters Score -2.614677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193245 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -26146758.000000 Penalty: 6065.352539
	Iteration 82Q: 3 clusters Score -2.614676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193248 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -26146766.000000 Penalty: 6065.352539
	Iteration 83Q: 3 clusters Score -2.614677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193254 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -26146768.000000 Penalty: 6065.352539
	Iteration 84Q: 3 clusters Score -2.614677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -26146796.000000 Penalty: 6065.352539
	Iteration 85Q: 3 clusters Score -2.61468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193274 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -26146760.000000 Penalty: 6065.352539
	Iteration 86Q: 3 clusters Score -2.614676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193281 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -26146736.000000 Penalty: 6065.352539
	Iteration 87Q: 3 clusters Score -2.614674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -26146740.000000 Penalty: 6065.352539
	Iteration 88Q: 3 clusters Score -2.614674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193297 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -26146724.000000 Penalty: 6065.352539
	Iteration 89Q: 3 clusters Score -2.614672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193302 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -26146744.000000 Penalty: 6065.352539
	Iteration 90Q: 3 clusters Score -2.614674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193306 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -26146752.000000 Penalty: 6065.352539
	Iteration 91Q: 3 clusters Score -2.614675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193313 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -26146748.000000 Penalty: 6065.352539
	Iteration 92Q: 3 clusters Score -2.614675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193324 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -26146738.000000 Penalty: 6065.352539
	Iteration 93Q: 3 clusters Score -2.614674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193344 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -26146732.000000 Penalty: 6065.352539
	Iteration 94Q: 3 clusters Score -2.614673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193365 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -26146748.000000 Penalty: 6065.352539
	Iteration 95Q: 3 clusters Score -2.614675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193388 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -26146748.000000 Penalty: 6065.352539
	Iteration 96Q: 3 clusters Score -2.614675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193409 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -26146750.000000 Penalty: 6065.352539
	Iteration 97Q: 3 clusters Score -2.614675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193441 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -26146730.000000 Penalty: 6065.352539
	Iteration 98Q: 3 clusters Score -2.614673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -26146714.000000 Penalty: 6065.352539
	Iteration 99Q: 3 clusters Score -2.614671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193489 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -26146728.000000 Penalty: 6065.352539
	Iteration 100F: 3 clusters Score -2.614673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -26146742.000000 Penalty: 6065.352539
	Iteration 101Q: 3 clusters Score -2.614674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193542 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -26146748.000000 Penalty: 6065.352539
	Iteration 102Q: 3 clusters Score -2.614675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193563 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -26146704.000000 Penalty: 6065.352539
	Iteration 103Q: 3 clusters Score -2.61467e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193590 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -26146674.000000 Penalty: 6065.352539
	Iteration 104Q: 3 clusters Score -2.614667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193605 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -26146694.000000 Penalty: 6065.352539
	Iteration 105Q: 3 clusters Score -2.614669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193631 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -26146660.000000 Penalty: 6065.352539
	Iteration 106Q: 3 clusters Score -2.614666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193658 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -26146674.000000 Penalty: 6065.352539
	Iteration 107Q: 3 clusters Score -2.614667e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193691 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -26146706.000000 Penalty: 6065.352539
	Iteration 108Q: 3 clusters Score -2.614671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193721 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -26146702.000000 Penalty: 6065.352539
	Iteration 109Q: 3 clusters Score -2.61467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193750 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -26146672.000000 Penalty: 6065.352539
	Iteration 110Q: 3 clusters Score -2.614667e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193780 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -26146684.000000 Penalty: 6065.352539
	Iteration 111Q: 3 clusters Score -2.614668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193807 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -26146682.000000 Penalty: 6065.352539
	Iteration 112Q: 3 clusters Score -2.614668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193836 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -26146678.000000 Penalty: 6065.352539
	Iteration 113Q: 3 clusters Score -2.614668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193859 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -26146666.000000 Penalty: 6065.352539
	Iteration 114Q: 3 clusters Score -2.614667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193884 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -26146666.000000 Penalty: 6065.352539
	Iteration 115Q: 3 clusters Score -2.614667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193922 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -26146684.000000 Penalty: 6065.352539
	Iteration 116Q: 3 clusters Score -2.614668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193961 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -26146648.000000 Penalty: 6065.352539
	Iteration 117Q: 3 clusters Score -2.614665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194015 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -26146588.000000 Penalty: 6065.352539
	Iteration 118Q: 3 clusters Score -2.614659e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194064 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -26146568.000000 Penalty: 6065.352539
	Iteration 119Q: 3 clusters Score -2.614657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194109 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -26146590.000000 Penalty: 6065.352539
	Iteration 120F: 3 clusters Score -2.614659e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194155 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -26146568.000000 Penalty: 6065.352539
	Iteration 121Q: 3 clusters Score -2.614657e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194210 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -26146586.000000 Penalty: 6065.352539
	Iteration 122Q: 3 clusters Score -2.614659e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194252 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -26146568.000000 Penalty: 6065.352539
	Iteration 123Q: 3 clusters Score -2.614657e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194288 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -26146572.000000 Penalty: 6065.352539
	Iteration 124Q: 3 clusters Score -2.614657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194319 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -26146558.000000 Penalty: 6065.352539
	Iteration 125Q: 3 clusters Score -2.614656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194342 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -26146556.000000 Penalty: 6065.352539
	Iteration 126Q: 3 clusters Score -2.614656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194369 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -26146536.000000 Penalty: 6065.352539
	Iteration 127Q: 3 clusters Score -2.614654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194399 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -26146538.000000 Penalty: 6065.352539
	Iteration 128Q: 3 clusters Score -2.614654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194426 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -26146518.000000 Penalty: 6065.352539
	Iteration 129Q: 3 clusters Score -2.614652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194451 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -26146500.000000 Penalty: 6065.352539
	Iteration 130Q: 3 clusters Score -2.61465e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194475 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -26146472.000000 Penalty: 6065.352539
	Iteration 131Q: 3 clusters Score -2.614647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194494 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -26146452.000000 Penalty: 6065.352539
	Iteration 132Q: 3 clusters Score -2.614645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194526 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -26146486.000000 Penalty: 6065.352539
	Iteration 133Q: 3 clusters Score -2.614649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194557 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -26146436.000000 Penalty: 6065.352539
	Iteration 134Q: 3 clusters Score -2.614644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -26146402.000000 Penalty: 6065.352539
	Iteration 135Q: 3 clusters Score -2.61464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -26146408.000000 Penalty: 6065.352539
	Iteration 136Q: 3 clusters Score -2.614641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194636 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -26146410.000000 Penalty: 6065.352539
	Iteration 137Q: 3 clusters Score -2.614641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194666 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -26146408.000000 Penalty: 6065.352539
	Iteration 138Q: 3 clusters Score -2.614641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194689 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -26146396.000000 Penalty: 6065.352539
	Iteration 139Q: 3 clusters Score -2.61464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194712 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -26146382.000000 Penalty: 6065.352539
	Iteration 140F: 3 clusters Score -2.614638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194737 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -26146404.000000 Penalty: 6065.352539
	Iteration 141Q: 3 clusters Score -2.61464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194755 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -26146394.000000 Penalty: 6065.352539
	Iteration 142Q: 3 clusters Score -2.614639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -26146434.000000 Penalty: 6065.352539
	Iteration 143Q: 3 clusters Score -2.614643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194816 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -26146410.000000 Penalty: 6065.352539
	Iteration 144Q: 3 clusters Score -2.614641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194851 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -26146424.000000 Penalty: 6065.352539
	Iteration 145Q: 3 clusters Score -2.614642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -26146418.000000 Penalty: 6065.352539
	Iteration 146Q: 3 clusters Score -2.614642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -26146424.000000 Penalty: 6065.352539
	Iteration 147Q: 3 clusters Score -2.614642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194930 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -26146420.000000 Penalty: 6065.352539
	Iteration 148Q: 3 clusters Score -2.614642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194950 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -26146426.000000 Penalty: 6065.352539
	Iteration 149Q: 3 clusters Score -2.614643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194970 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -26146444.000000 Penalty: 6065.352539
	Iteration 150Q: 3 clusters Score -2.614644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194992 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -26146402.000000 Penalty: 6065.352539
	Iteration 151Q: 3 clusters Score -2.61464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -26146414.000000 Penalty: 6065.352539
	Iteration 152Q: 3 clusters Score -2.614641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195030 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -26146406.000000 Penalty: 6065.352539
	Iteration 153Q: 3 clusters Score -2.614641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195055 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -26146410.000000 Penalty: 6065.352539
	Iteration 154Q: 3 clusters Score -2.614641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195070 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -26146390.000000 Penalty: 6065.352539
	Iteration 155Q: 3 clusters Score -2.614639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195083 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -26146380.000000 Penalty: 6065.352539
	Iteration 156Q: 3 clusters Score -2.614638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195097 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -26146386.000000 Penalty: 6065.352539
	Iteration 157Q: 3 clusters Score -2.614639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195121 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -26146382.000000 Penalty: 6065.352539
	Iteration 158Q: 3 clusters Score -2.614638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -26146388.000000 Penalty: 6065.352539
	Iteration 159Q: 3 clusters Score -2.614639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195171 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -26146394.000000 Penalty: 6065.352539
	Iteration 160F: 3 clusters Score -2.614639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195191 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -26146374.000000 Penalty: 6065.352539
	Iteration 161Q: 3 clusters Score -2.614637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -26146382.000000 Penalty: 6065.352539
	Iteration 162Q: 3 clusters Score -2.614638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -26146396.000000 Penalty: 6065.352539
	Iteration 163Q: 3 clusters Score -2.61464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -26146368.000000 Penalty: 6065.352539
	Iteration 164Q: 3 clusters Score -2.614637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195306 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -26146380.000000 Penalty: 6065.352539
	Iteration 165Q: 3 clusters Score -2.614638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195329 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -26146394.000000 Penalty: 6065.352539
	Iteration 166Q: 3 clusters Score -2.614639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195340 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -26146368.000000 Penalty: 6065.352539
	Iteration 167Q: 3 clusters Score -2.614637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195357 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -26146388.000000 Penalty: 6065.352539
	Iteration 168Q: 3 clusters Score -2.614639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195368 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -26146398.000000 Penalty: 6065.352539
	Iteration 169Q: 3 clusters Score -2.61464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -26146394.000000 Penalty: 6065.352539
	Iteration 170Q: 3 clusters Score -2.614639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195387 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -26146402.000000 Penalty: 6065.352539
	Iteration 171Q: 3 clusters Score -2.61464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195399 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -26146396.000000 Penalty: 6065.352539
	Iteration 172Q: 3 clusters Score -2.61464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195409 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -26146388.000000 Penalty: 6065.352539
	Iteration 173Q: 3 clusters Score -2.614639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195420 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -26146382.000000 Penalty: 6065.352539
	Iteration 174Q: 3 clusters Score -2.614638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195434 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -26146402.000000 Penalty: 6065.352539
	Iteration 175Q: 3 clusters Score -2.61464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195440 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -26146396.000000 Penalty: 6065.352539
	Iteration 176Q: 3 clusters Score -2.61464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195447 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -26146402.000000 Penalty: 6065.352539
	Iteration 177Q: 3 clusters Score -2.61464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195456 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -26146396.000000 Penalty: 6065.352539
	Iteration 178Q: 3 clusters Score -2.61464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195470 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -26146360.000000 Penalty: 6065.352539
	Iteration 179Q: 3 clusters Score -2.614636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195482 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -26146366.000000 Penalty: 6065.352539
	Iteration 180F: 3 clusters Score -2.614637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195491 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -26146350.000000 Penalty: 6065.352539
	Iteration 181Q: 3 clusters Score -2.614635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195503 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -26146358.000000 Penalty: 6065.352539
	Iteration 182Q: 3 clusters Score -2.614636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195509 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -26146358.000000 Penalty: 6065.352539
	Iteration 183Q: 3 clusters Score -2.614636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195515 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -26146352.000000 Penalty: 6065.352539
	Iteration 184Q: 3 clusters Score -2.614635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195523 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -26146364.000000 Penalty: 6065.352539
	Iteration 185Q: 3 clusters Score -2.614636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195529 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -26146350.000000 Penalty: 6065.352539
	Iteration 186Q: 3 clusters Score -2.614635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195536 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -26146374.000000 Penalty: 6065.352539
	Iteration 187Q: 3 clusters Score -2.614637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195542 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -26146354.000000 Penalty: 6065.352539
	Iteration 188Q: 3 clusters Score -2.614635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -26146340.000000 Penalty: 6065.352539
	Iteration 189Q: 3 clusters Score -2.614634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195555 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -26146352.000000 Penalty: 6065.352539
	Iteration 190Q: 3 clusters Score -2.614635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195562 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -26146328.000000 Penalty: 6065.352539
	Iteration 191Q: 3 clusters Score -2.614633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195572 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -26146344.000000 Penalty: 6065.352539
	Iteration 192Q: 3 clusters Score -2.614634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195577 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -26146352.000000 Penalty: 6065.352539
	Iteration 193Q: 3 clusters Score -2.614635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195582 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -26146348.000000 Penalty: 6065.352539
	Iteration 194Q: 3 clusters Score -2.614635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195586 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -26146340.000000 Penalty: 6065.352539
	Iteration 195Q: 3 clusters Score -2.614634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195592 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -26146342.000000 Penalty: 6065.352539
	Iteration 196Q: 3 clusters Score -2.614634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195598 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -26146352.000000 Penalty: 6065.352539
	Iteration 197Q: 3 clusters Score -2.614635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -26146358.000000 Penalty: 6065.352539
	Iteration 198Q: 3 clusters Score -2.614636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195611 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -26146366.000000 Penalty: 6065.352539
	Iteration 199Q: 3 clusters Score -2.614637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195621 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -26146346.000000 Penalty: 6065.352539
	Iteration 200F: 3 clusters Score -2.614635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195630 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -26146338.000000 Penalty: 6065.352539
	Iteration 201Q: 3 clusters Score -2.614634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -26146352.000000 Penalty: 6065.352539
	Iteration 202Q: 3 clusters Score -2.614635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195649 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -26146370.000000 Penalty: 6065.352539
	Iteration 203Q: 3 clusters Score -2.614637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195661 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -26146372.000000 Penalty: 6065.352539
	Iteration 204Q: 3 clusters Score -2.614637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195676 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -26146332.000000 Penalty: 6065.352539
	Iteration 205Q: 3 clusters Score -2.614633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195692 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -26146332.000000 Penalty: 6065.352539
	Iteration 206Q: 3 clusters Score -2.614633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195708 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -26146336.000000 Penalty: 6065.352539
	Iteration 207Q: 3 clusters Score -2.614634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195722 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -26146326.000000 Penalty: 6065.352539
	Iteration 208Q: 3 clusters Score -2.614633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195738 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -26146324.000000 Penalty: 6065.352539
	Iteration 209Q: 3 clusters Score -2.614632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195767 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -26146342.000000 Penalty: 6065.352539
	Iteration 210Q: 3 clusters Score -2.614634e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195794 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -26146338.000000 Penalty: 6065.352539
	Iteration 211Q: 3 clusters Score -2.614634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195818 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -26146336.000000 Penalty: 6065.352539
	Iteration 212Q: 3 clusters Score -2.614634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195850 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -26146316.000000 Penalty: 6065.352539
	Iteration 213Q: 3 clusters Score -2.614632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195883 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -26146330.000000 Penalty: 6065.352539
	Iteration 214Q: 3 clusters Score -2.614633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195909 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -26146308.000000 Penalty: 6065.352539
	Iteration 215Q: 3 clusters Score -2.614631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195928 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -26146298.000000 Penalty: 6065.352539
	Iteration 216Q: 3 clusters Score -2.61463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195949 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -26146296.000000 Penalty: 6065.352539
	Iteration 217Q: 3 clusters Score -2.61463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195973 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -26146280.000000 Penalty: 6065.352539
	Iteration 218Q: 3 clusters Score -2.614628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -26146246.000000 Penalty: 6065.352539
	Iteration 219Q: 3 clusters Score -2.614625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196007 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -26146206.000000 Penalty: 6065.352539
	Iteration 220F: 3 clusters Score -2.614621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196019 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -26146218.000000 Penalty: 6065.352539
	Iteration 221Q: 3 clusters Score -2.614622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196037 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -26146212.000000 Penalty: 6065.352539
	Iteration 222Q: 3 clusters Score -2.614621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196055 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -26146228.000000 Penalty: 6065.352539
	Iteration 223Q: 3 clusters Score -2.614623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196075 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -26146210.000000 Penalty: 6065.352539
	Iteration 224Q: 3 clusters Score -2.614621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196092 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -26146218.000000 Penalty: 6065.352539
	Iteration 225Q: 3 clusters Score -2.614622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196110 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -26146200.000000 Penalty: 6065.352539
	Iteration 226Q: 3 clusters Score -2.61462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196131 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -26146162.000000 Penalty: 6065.352539
	Iteration 227Q: 3 clusters Score -2.614616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196151 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -26146156.000000 Penalty: 6065.352539
	Iteration 228Q: 3 clusters Score -2.614616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196170 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -26146164.000000 Penalty: 6065.352539
	Iteration 229Q: 3 clusters Score -2.614616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196194 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -26146168.000000 Penalty: 6065.352539
	Iteration 230Q: 3 clusters Score -2.614617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196220 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -26146146.000000 Penalty: 6065.352539
	Iteration 231Q: 3 clusters Score -2.614615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196245 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -26146110.000000 Penalty: 6065.352539
	Iteration 232Q: 3 clusters Score -2.614611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196263 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -26146104.000000 Penalty: 6065.352539
	Iteration 233Q: 3 clusters Score -2.61461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196286 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -26146100.000000 Penalty: 6065.352539
	Iteration 234Q: 3 clusters Score -2.61461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196303 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -26146116.000000 Penalty: 6065.352539
	Iteration 235Q: 3 clusters Score -2.614612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196317 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -26146108.000000 Penalty: 6065.352539
	Iteration 236Q: 3 clusters Score -2.614611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196327 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -26146100.000000 Penalty: 6065.352539
	Iteration 237Q: 3 clusters Score -2.61461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196335 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -26146078.000000 Penalty: 6065.352539
	Iteration 238Q: 3 clusters Score -2.614608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196343 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -26146102.000000 Penalty: 6065.352539
	Iteration 239Q: 3 clusters Score -2.61461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196350 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -26146086.000000 Penalty: 6065.352539
	Iteration 240F: 3 clusters Score -2.614609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196357 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -26146080.000000 Penalty: 6065.352539
	Iteration 241Q: 3 clusters Score -2.614608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196364 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -26146110.000000 Penalty: 6065.352539
	Iteration 242Q: 3 clusters Score -2.614611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196373 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -26146100.000000 Penalty: 6065.352539
	Iteration 243Q: 3 clusters Score -2.61461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196381 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -26146088.000000 Penalty: 6065.352539
	Iteration 244Q: 3 clusters Score -2.614609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196389 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -26146098.000000 Penalty: 6065.352539
	Iteration 245Q: 3 clusters Score -2.61461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196401 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -26146052.000000 Penalty: 6065.352539
	Iteration 246Q: 3 clusters Score -2.614605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196411 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -26146026.000000 Penalty: 6065.352539
	Iteration 247Q: 3 clusters Score -2.614603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196421 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -26146036.000000 Penalty: 6065.352539
	Iteration 248Q: 3 clusters Score -2.614604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -26146050.000000 Penalty: 6065.352539
	Iteration 249Q: 3 clusters Score -2.614605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196445 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -26146048.000000 Penalty: 6065.352539
	Iteration 250Q: 3 clusters Score -2.614605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196461 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -26146046.000000 Penalty: 6065.352539
	Iteration 251Q: 3 clusters Score -2.614605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196476 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -26146038.000000 Penalty: 6065.352539
	Iteration 252Q: 3 clusters Score -2.614604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196490 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -26146040.000000 Penalty: 6065.352539
	Iteration 253Q: 3 clusters Score -2.614604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196500 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -26146042.000000 Penalty: 6065.352539
	Iteration 254Q: 3 clusters Score -2.614604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196512 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -26146046.000000 Penalty: 6065.352539
	Iteration 255Q: 3 clusters Score -2.614605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -26146052.000000 Penalty: 6065.352539
	Iteration 256Q: 3 clusters Score -2.614605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196532 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -26146046.000000 Penalty: 6065.352539
	Iteration 257Q: 3 clusters Score -2.614605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196536 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -26146034.000000 Penalty: 6065.352539
	Iteration 258Q: 3 clusters Score -2.614603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196540 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -26146030.000000 Penalty: 6065.352539
	Iteration 259Q: 3 clusters Score -2.614603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196547 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -26146036.000000 Penalty: 6065.352539
	Iteration 260F: 3 clusters Score -2.614604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196552 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -26146050.000000 Penalty: 6065.352539
	Iteration 261Q: 3 clusters Score -2.614605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196560 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -26146060.000000 Penalty: 6065.352539
	Iteration 262Q: 3 clusters Score -2.614606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196571 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -26146050.000000 Penalty: 6065.352539
	Iteration 263Q: 3 clusters Score -2.614605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196576 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -26146056.000000 Penalty: 6065.352539
	Iteration 264Q: 3 clusters Score -2.614606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -26146072.000000 Penalty: 6065.352539
	Iteration 265Q: 3 clusters Score -2.614607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196586 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -26146078.000000 Penalty: 6065.352539
	Iteration 266Q: 3 clusters Score -2.614608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196589 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -26146074.000000 Penalty: 6065.352539
	Iteration 267Q: 3 clusters Score -2.614607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196591 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -26146056.000000 Penalty: 6065.352539
	Iteration 268Q: 3 clusters Score -2.614606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196594 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -26146066.000000 Penalty: 6065.352539
	Iteration 269Q: 3 clusters Score -2.614607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196595 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -26146068.000000 Penalty: 6065.352539
	Iteration 270Q: 3 clusters Score -2.614607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196596 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -26146074.000000 Penalty: 6065.352539
	Iteration 271Q: 3 clusters Score -2.614607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196597 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -26146070.000000 Penalty: 6065.352539
	Iteration 272Q: 3 clusters Score -2.614607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196598 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -26146068.000000 Penalty: 6065.352539
	Iteration 273Q: 3 clusters Score -2.614607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196598 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -26146068.000000 Penalty: 6065.352539
	Iteration 274F: 3 clusters Score -2.614607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -554558.812500 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -554558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -550405.812500 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -550405.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -551332.875000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -551332.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -551484.562500 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -551484.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -551585.937500 Penalty: 4165.499512
	Iteration 3Q: 3 clusters Score -551585.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -551661.250000 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -551661.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -551729.625000 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -551729.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -551783.500000 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -551783.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -551836.625000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -551836.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -551885.625000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -551885.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -551941.687500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -551941.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -551980.687500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -551980.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -552020.187500 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -552020.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -552056.812500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -552056.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -552089.750000 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -552089.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -552124.812500 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -552124.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -552178.062500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -552178.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -552232.375000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -552232.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -552291.562500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -552291.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -552335.375000 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -552335.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -552388.750000 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -552388.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -552441.500000 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -552441.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -552484.000000 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -552484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -552526.937500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -552526.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -552563.000000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -552563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -552593.875000 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -552593.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -552624.875000 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -552624.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -552662.375000 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -552662.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -552694.750000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -552694.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -552722.562500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -552722.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -552747.687500 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -552747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -552762.250000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -552762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -552774.500000 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -552774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -552788.125000 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -552788.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -552805.875000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -552805.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -552811.375000 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -552811.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -552818.062500 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -552818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -552822.312500 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -552822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -552824.687500 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -552824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -552824.875000 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -552824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -552824.875000 Penalty: 4165.499512
	Iteration 39F: 3 clusters Score -552824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62899.777344 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62899.78 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63184.550781 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63184.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63314.281250 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63314.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -63446.199219 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -63446.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -63597.089844 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -63597.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63831.582031 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -63831.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64083.031250 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -64083.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -64190.742188 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -64190.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -64313.035156 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -64313.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -64410.871094 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -64410.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64538.511719 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -64538.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64608.023438 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -64608.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -64678.097656 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -64678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -64703.921875 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -64703.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64706.683594 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -64706.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64706.683594 Penalty: 3167.056396
	Iteration 15F: 3 clusters Score -64706.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 142815 members 
Mstep: Class 3 contains 204543 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178407 members 
Mstep: Class 12 contains 176179 members 
Mstep: Class 13 contains 78690 members 
Mstep: Class 14 contains 212883 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 175 members 
Entering Unmasked Estep 
Score: -149686032.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687600.000000 to -149686032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -986580.937500 Penalty: 2215.908203
	Iteration 0F: 2 clusters Score -986580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -980490.125000 Penalty: 4431.816406
	Iteration 0F: 3 clusters Score -980490.1 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -982035.250000 Penalty: 4431.816406
	Iteration 1F: 3 clusters Score -982035.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -982285.812500 Penalty: 4431.816406
	Iteration 2F: 3 clusters Score -982285.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -982440.562500 Penalty: 4431.816406
	Iteration 3Q: 3 clusters Score -982440.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -982575.562500 Penalty: 4431.816406
	Iteration 4Q: 3 clusters Score -982575.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -982706.312500 Penalty: 4431.816406
	Iteration 5Q: 3 clusters Score -982706.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -982842.437500 Penalty: 4431.816406
	Iteration 6Q: 3 clusters Score -982842.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -982974.937500 Penalty: 4431.816406
	Iteration 7Q: 3 clusters Score -982974.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -983138.000000 Penalty: 4431.816406
	Iteration 8Q: 3 clusters Score -983138 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -983296.937500 Penalty: 4431.816406
	Iteration 9Q: 3 clusters Score -983296.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -983477.312500 Penalty: 4431.816406
	Iteration 10Q: 3 clusters Score -983477.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -983656.437500 Penalty: 4431.816406
	Iteration 11Q: 3 clusters Score -983656.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -983827.625000 Penalty: 4431.816406
	Iteration 12Q: 3 clusters Score -983827.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -984002.750000 Penalty: 4431.816406
	Iteration 13Q: 3 clusters Score -984002.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -984171.375000 Penalty: 4431.816406
	Iteration 14Q: 3 clusters Score -984171.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -984306.687500 Penalty: 4431.816406
	Iteration 15Q: 3 clusters Score -984306.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -984413.937500 Penalty: 4431.816406
	Iteration 16Q: 3 clusters Score -984413.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -984478.937500 Penalty: 4431.816406
	Iteration 17Q: 3 clusters Score -984478.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -984523.937500 Penalty: 4431.816406
	Iteration 18Q: 3 clusters Score -984523.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -984559.312500 Penalty: 4431.816406
	Iteration 19Q: 3 clusters Score -984559.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -984586.812500 Penalty: 4431.816406
	Iteration 20F: 3 clusters Score -984586.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -984613.687500 Penalty: 4431.816406
	Iteration 21Q: 3 clusters Score -984613.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -984641.375000 Penalty: 4431.816406
	Iteration 22Q: 3 clusters Score -984641.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -984662.750000 Penalty: 4431.816406
	Iteration 23Q: 3 clusters Score -984662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -984677.125000 Penalty: 4431.816406
	Iteration 24Q: 3 clusters Score -984677.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -984693.250000 Penalty: 4431.816406
	Iteration 25Q: 3 clusters Score -984693.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -984705.937500 Penalty: 4431.816406
	Iteration 26Q: 3 clusters Score -984705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -984712.250000 Penalty: 4431.816406
	Iteration 27Q: 3 clusters Score -984712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -984718.562500 Penalty: 4431.816406
	Iteration 28Q: 3 clusters Score -984718.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -984725.750000 Penalty: 4431.816406
	Iteration 29Q: 3 clusters Score -984725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -984726.500000 Penalty: 4431.816406
	Iteration 30Q: 3 clusters Score -984726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -984730.000000 Penalty: 4431.816406
	Iteration 31Q: 3 clusters Score -984730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -984732.062500 Penalty: 4431.816406
	Iteration 32Q: 3 clusters Score -984732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -984731.937500 Penalty: 4431.816406
	Iteration 33Q: 3 clusters Score -984731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -984731.187500 Penalty: 4431.816406
	Iteration 34Q: 3 clusters Score -984731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -984730.500000 Penalty: 4431.816406
	Iteration 35Q: 3 clusters Score -984730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -984732.312500 Penalty: 4431.816406
	Iteration 36Q: 3 clusters Score -984732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -984735.687500 Penalty: 4431.816406
	Iteration 37Q: 3 clusters Score -984735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -984736.000000 Penalty: 4431.816406
	Iteration 38Q: 3 clusters Score -984736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -984736.000000 Penalty: 4431.816406
	Iteration 39F: 3 clusters Score -984736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22038.828125 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -22038.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22202.167969 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22202.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22300.367188 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -22300.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22344.507812 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22344.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22376.337891 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22376.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22451.150391 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22451.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22468.566406 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22468.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22497.332031 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22497.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22534.615234 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -22534.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22558.080078 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -22558.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22558.080078 Penalty: 2734.660645
	Iteration 10F: 3 clusters Score -22558.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -221514.390625 Penalty: 1867.292847
	Iteration 0F: 2 clusters Score -221514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219011.906250 Penalty: 3734.585693
	Iteration 0F: 3 clusters Score -219011.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219462.750000 Penalty: 3734.585693
	Iteration 1F: 3 clusters Score -219462.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -219592.937500 Penalty: 3734.585693
	Iteration 2F: 3 clusters Score -219592.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -219652.156250 Penalty: 3734.585693
	Iteration 3Q: 3 clusters Score -219652.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -219705.750000 Penalty: 3734.585693
	Iteration 4Q: 3 clusters Score -219705.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -219732.234375 Penalty: 3734.585693
	Iteration 5Q: 3 clusters Score -219732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219751.203125 Penalty: 3734.585693
	Iteration 6Q: 3 clusters Score -219751.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219765.484375 Penalty: 3734.585693
	Iteration 7Q: 3 clusters Score -219765.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -219779.375000 Penalty: 3734.585693
	Iteration 8Q: 3 clusters Score -219779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219786.453125 Penalty: 3734.585693
	Iteration 9Q: 3 clusters Score -219786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -219792.828125 Penalty: 3734.585693
	Iteration 10Q: 3 clusters Score -219792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -219799.468750 Penalty: 3734.585693
	Iteration 11Q: 3 clusters Score -219799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219807.515625 Penalty: 3734.585693
	Iteration 12Q: 3 clusters Score -219807.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219816.031250 Penalty: 3734.585693
	Iteration 13Q: 3 clusters Score -219816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -219825.890625 Penalty: 3734.585693
	Iteration 14Q: 3 clusters Score -219825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -219837.812500 Penalty: 3734.585693
	Iteration 15Q: 3 clusters Score -219837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -219845.984375 Penalty: 3734.585693
	Iteration 16Q: 3 clusters Score -219846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -219857.609375 Penalty: 3734.585693
	Iteration 17Q: 3 clusters Score -219857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -219867.109375 Penalty: 3734.585693
	Iteration 18Q: 3 clusters Score -219867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -219873.718750 Penalty: 3734.585693
	Iteration 19Q: 3 clusters Score -219873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -219879.906250 Penalty: 3734.585693
	Iteration 20F: 3 clusters Score -219879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -219883.281250 Penalty: 3734.585693
	Iteration 21Q: 3 clusters Score -219883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -219888.140625 Penalty: 3734.585693
	Iteration 22Q: 3 clusters Score -219888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -219892.343750 Penalty: 3734.585693
	Iteration 23Q: 3 clusters Score -219892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219895.468750 Penalty: 3734.585693
	Iteration 24Q: 3 clusters Score -219895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219897.140625 Penalty: 3734.585693
	Iteration 25Q: 3 clusters Score -219897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -219897.656250 Penalty: 3734.585693
	Iteration 26Q: 3 clusters Score -219897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219898.265625 Penalty: 3734.585693
	Iteration 27Q: 3 clusters Score -219898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -219899.062500 Penalty: 3734.585693
	Iteration 28Q: 3 clusters Score -219899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -219899.609375 Penalty: 3734.585693
	Iteration 29Q: 3 clusters Score -219899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -219899.734375 Penalty: 3734.585693
	Iteration 30Q: 3 clusters Score -219899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -219899.734375 Penalty: 3734.585693
	Iteration 31F: 3 clusters Score -219899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56642.085938 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56642.09 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57123.062500 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -57123.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57532.757812 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -57532.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57725.210938 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -57725.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -58019.132812 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -58019.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58120.957031 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -58120.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -58185.226562 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -58185.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58236.449219 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -58236.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -58239.441406 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -58239.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58248.882812 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -58248.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58293.582031 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -58293.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58293.582031 Penalty: 3116.930664
	Iteration 11F: 3 clusters Score -58293.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 142815 members 
Mstep: Class 3 contains 204543 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 120 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178407 members 
Mstep: Class 12 contains 176179 members 
Mstep: Class 13 contains 78690 members 
Mstep: Class 14 contains 212883 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 416 members 
Entering Unmasked Estep 
Score: -149686000.000000 Penalty: 72857.820312
Splitting cluster 9 changes total score from -149687600.000000 to -149686000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 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 335 members 
Entering Unmasked Estep 
Score: -73377.812500 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73377.81 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73641.539062 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73641.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73727.640625 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73727.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73797.140625 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73797.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73840.679688 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73840.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73883.171875 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -73883.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73909.921875 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -73909.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73923.609375 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -73923.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73928.859375 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -73928.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73939.867188 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -73939.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73956.460938 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -73956.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73964.414062 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -73964.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73965.937500 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -73965.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -73965.937500 Penalty: 3217.891357
	Iteration 13F: 3 clusters Score -73965.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Entering Unmasked Estep 
Score: -22824334.000000 Penalty: 2998.771973
	Iteration 0F: 2 clusters Score -2.282433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -22706266.000000 Penalty: 5997.543945
	Iteration 0F: 3 clusters Score -2.270627e+07 nChanged 85615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -22756274.000000 Penalty: 5997.543945
	Iteration 1F: 3 clusters Score -2.275627e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -22757434.000000 Penalty: 5997.543945
	Iteration 2Q: 3 clusters Score -2.275743e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -22758686.000000 Penalty: 5997.543945
	Iteration 3Q: 3 clusters Score -2.275869e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -22761116.000000 Penalty: 5997.543945
	Iteration 4Q: 3 clusters Score -2.276112e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -22764914.000000 Penalty: 5997.543945
	Iteration 5Q: 3 clusters Score -2.276491e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -22770126.000000 Penalty: 5997.543945
	Iteration 6F: 3 clusters Score -2.277013e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -22777462.000000 Penalty: 5997.543945
	Iteration 7F: 3 clusters Score -2.277746e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -22785952.000000 Penalty: 5997.543945
	Iteration 8F: 3 clusters Score -2.278595e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -22793920.000000 Penalty: 5997.543945
	Iteration 9F: 3 clusters Score -2.279392e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -22799164.000000 Penalty: 5997.543945
	Iteration 10F: 3 clusters Score -2.279916e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -22801840.000000 Penalty: 5997.543945
	Iteration 11Q: 3 clusters Score -2.280184e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -22803202.000000 Penalty: 5997.543945
	Iteration 12Q: 3 clusters Score -2.28032e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -22804064.000000 Penalty: 5997.543945
	Iteration 13Q: 3 clusters Score -2.280406e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -22804820.000000 Penalty: 5997.543945
	Iteration 14Q: 3 clusters Score -2.280482e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 91849 members 
Entering Unmasked Estep 
Score: -22805448.000000 Penalty: 5997.543945
	Iteration 15Q: 3 clusters Score -2.280545e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -22806000.000000 Penalty: 5997.543945
	Iteration 16Q: 3 clusters Score -2.2806e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -22806620.000000 Penalty: 5997.543945
	Iteration 17Q: 3 clusters Score -2.280662e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -22806912.000000 Penalty: 5997.543945
	Iteration 18Q: 3 clusters Score -2.280691e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -22807432.000000 Penalty: 5997.543945
	Iteration 19Q: 3 clusters Score -2.280743e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -22807836.000000 Penalty: 5997.543945
	Iteration 20F: 3 clusters Score -2.280784e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -22808364.000000 Penalty: 5997.543945
	Iteration 21Q: 3 clusters Score -2.280836e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -22808782.000000 Penalty: 5997.543945
	Iteration 22Q: 3 clusters Score -2.280878e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -22809190.000000 Penalty: 5997.543945
	Iteration 23Q: 3 clusters Score -2.280919e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -22809344.000000 Penalty: 5997.543945
	Iteration 24Q: 3 clusters Score -2.280934e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -22809562.000000 Penalty: 5997.543945
	Iteration 25Q: 3 clusters Score -2.280956e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -22809748.000000 Penalty: 5997.543945
	Iteration 26Q: 3 clusters Score -2.280975e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 107445 members 
Entering Unmasked Estep 
Score: -22809960.000000 Penalty: 5997.543945
	Iteration 27Q: 3 clusters Score -2.280996e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -22810242.000000 Penalty: 5997.543945
	Iteration 28Q: 3 clusters Score -2.281024e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 110305 members 
Entering Unmasked Estep 
Score: -22810450.000000 Penalty: 5997.543945
	Iteration 29Q: 3 clusters Score -2.281045e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -22810778.000000 Penalty: 5997.543945
	Iteration 30Q: 3 clusters Score -2.281078e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -22810982.000000 Penalty: 5997.543945
	Iteration 31Q: 3 clusters Score -2.281098e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 115256 members 
Entering Unmasked Estep 
Score: -22811394.000000 Penalty: 5997.543945
	Iteration 32Q: 3 clusters Score -2.281139e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -22811650.000000 Penalty: 5997.543945
	Iteration 33Q: 3 clusters Score -2.281165e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -22811962.000000 Penalty: 5997.543945
	Iteration 34Q: 3 clusters Score -2.281196e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -22812278.000000 Penalty: 5997.543945
	Iteration 35Q: 3 clusters Score -2.281228e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -22812714.000000 Penalty: 5997.543945
	Iteration 36Q: 3 clusters Score -2.281271e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -22813292.000000 Penalty: 5997.543945
	Iteration 37Q: 3 clusters Score -2.281329e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 127644 members 
Entering Unmasked Estep 
Score: -22813834.000000 Penalty: 5997.543945
	Iteration 38Q: 3 clusters Score -2.281383e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 130037 members 
Entering Unmasked Estep 
Score: -22814568.000000 Penalty: 5997.543945
	Iteration 39Q: 3 clusters Score -2.281457e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
Score: -22815176.000000 Penalty: 5997.543945
	Iteration 40F: 3 clusters Score -2.281518e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 134911 members 
Entering Unmasked Estep 
Score: -22815988.000000 Penalty: 5997.543945
	Iteration 41Q: 3 clusters Score -2.281599e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 137293 members 
Entering Unmasked Estep 
Score: -22816590.000000 Penalty: 5997.543945
	Iteration 42Q: 3 clusters Score -2.281659e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 139536 members 
Entering Unmasked Estep 
Score: -22817348.000000 Penalty: 5997.543945
	Iteration 43Q: 3 clusters Score -2.281735e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 141720 members 
Entering Unmasked Estep 
Score: -22818034.000000 Penalty: 5997.543945
	Iteration 44Q: 3 clusters Score -2.281803e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 143874 members 
Entering Unmasked Estep 
Score: -22818700.000000 Penalty: 5997.543945
	Iteration 45Q: 3 clusters Score -2.28187e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 145974 members 
Entering Unmasked Estep 
Score: -22819180.000000 Penalty: 5997.543945
	Iteration 46Q: 3 clusters Score -2.281918e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -22819646.000000 Penalty: 5997.543945
	Iteration 47Q: 3 clusters Score -2.281965e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -22820098.000000 Penalty: 5997.543945
	Iteration 48Q: 3 clusters Score -2.28201e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -22820590.000000 Penalty: 5997.543945
	Iteration 49Q: 3 clusters Score -2.282059e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -22820886.000000 Penalty: 5997.543945
	Iteration 50Q: 3 clusters Score -2.282089e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 155103 members 
Entering Unmasked Estep 
Score: -22821280.000000 Penalty: 5997.543945
	Iteration 51Q: 3 clusters Score -2.282128e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -22821592.000000 Penalty: 5997.543945
	Iteration 52Q: 3 clusters Score -2.282159e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -22821972.000000 Penalty: 5997.543945
	Iteration 53Q: 3 clusters Score -2.282197e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 159592 members 
Entering Unmasked Estep 
Score: -22822302.000000 Penalty: 5997.543945
	Iteration 54Q: 3 clusters Score -2.28223e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -22822474.000000 Penalty: 5997.543945
	Iteration 55Q: 3 clusters Score -2.282247e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 162105 members 
Entering Unmasked Estep 
Score: -22822734.000000 Penalty: 5997.543945
	Iteration 56Q: 3 clusters Score -2.282273e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -22823026.000000 Penalty: 5997.543945
	Iteration 57Q: 3 clusters Score -2.282303e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 164352 members 
Entering Unmasked Estep 
Score: -22823262.000000 Penalty: 5997.543945
	Iteration 58Q: 3 clusters Score -2.282326e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -22823376.000000 Penalty: 5997.543945
	Iteration 59Q: 3 clusters Score -2.282338e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 166316 members 
Entering Unmasked Estep 
Score: -22823568.000000 Penalty: 5997.543945
	Iteration 60F: 3 clusters Score -2.282357e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 167208 members 
Entering Unmasked Estep 
Score: -22823708.000000 Penalty: 5997.543945
	Iteration 61Q: 3 clusters Score -2.282371e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -22823806.000000 Penalty: 5997.543945
	Iteration 62Q: 3 clusters Score -2.282381e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 168863 members 
Entering Unmasked Estep 
Score: -22823880.000000 Penalty: 5997.543945
	Iteration 63Q: 3 clusters Score -2.282388e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 169554 members 
Entering Unmasked Estep 
Score: -22824042.000000 Penalty: 5997.543945
	Iteration 64Q: 3 clusters Score -2.282404e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 170216 members 
Entering Unmasked Estep 
Score: -22824200.000000 Penalty: 5997.543945
	Iteration 65Q: 3 clusters Score -2.28242e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -22824156.000000 Penalty: 5997.543945
	Iteration 66Q: 3 clusters Score -2.282416e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -22824136.000000 Penalty: 5997.543945
	Iteration 67Q: 3 clusters Score -2.282414e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -22824206.000000 Penalty: 5997.543945
	Iteration 68Q: 3 clusters Score -2.282421e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -22824256.000000 Penalty: 5997.543945
	Iteration 69Q: 3 clusters Score -2.282426e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -22824258.000000 Penalty: 5997.543945
	Iteration 70Q: 3 clusters Score -2.282426e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -22824216.000000 Penalty: 5997.543945
	Iteration 71Q: 3 clusters Score -2.282422e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 172847 members 
Entering Unmasked Estep 
Score: -22824186.000000 Penalty: 5997.543945
	Iteration 72Q: 3 clusters Score -2.282419e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -22824224.000000 Penalty: 5997.543945
	Iteration 73Q: 3 clusters Score -2.282422e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 173262 members 
Entering Unmasked Estep 
Score: -22824126.000000 Penalty: 5997.543945
	Iteration 74Q: 3 clusters Score -2.282413e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -22824084.000000 Penalty: 5997.543945
	Iteration 75Q: 3 clusters Score -2.282408e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 173562 members 
Entering Unmasked Estep 
Score: -22824092.000000 Penalty: 5997.543945
	Iteration 76Q: 3 clusters Score -2.282409e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 173681 members 
Entering Unmasked Estep 
Score: -22824074.000000 Penalty: 5997.543945
	Iteration 77Q: 3 clusters Score -2.282407e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 173778 members 
Entering Unmasked Estep 
Score: -22824084.000000 Penalty: 5997.543945
	Iteration 78Q: 3 clusters Score -2.282408e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -22824098.000000 Penalty: 5997.543945
	Iteration 79Q: 3 clusters Score -2.28241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -22824074.000000 Penalty: 5997.543945
	Iteration 80F: 3 clusters Score -2.282407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 174033 members 
Entering Unmasked Estep 
Score: -22824086.000000 Penalty: 5997.543945
	Iteration 81Q: 3 clusters Score -2.282409e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 174113 members 
Entering Unmasked Estep 
Score: -22824062.000000 Penalty: 5997.543945
	Iteration 82Q: 3 clusters Score -2.282406e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 174201 members 
Entering Unmasked Estep 
Score: -22824024.000000 Penalty: 5997.543945
	Iteration 83Q: 3 clusters Score -2.282402e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -22824030.000000 Penalty: 5997.543945
	Iteration 84Q: 3 clusters Score -2.282403e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -22824088.000000 Penalty: 5997.543945
	Iteration 85Q: 3 clusters Score -2.282409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 174483 members 
Entering Unmasked Estep 
Score: -22824048.000000 Penalty: 5997.543945
	Iteration 86Q: 3 clusters Score -2.282405e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -22824052.000000 Penalty: 5997.543945
	Iteration 87Q: 3 clusters Score -2.282405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -22824020.000000 Penalty: 5997.543945
	Iteration 88Q: 3 clusters Score -2.282402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 174695 members 
Entering Unmasked Estep 
Score: -22824040.000000 Penalty: 5997.543945
	Iteration 89Q: 3 clusters Score -2.282404e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -22824046.000000 Penalty: 5997.543945
	Iteration 90Q: 3 clusters Score -2.282405e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 174791 members 
Entering Unmasked Estep 
Score: -22824006.000000 Penalty: 5997.543945
	Iteration 91Q: 3 clusters Score -2.282401e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -22824010.000000 Penalty: 5997.543945
	Iteration 92Q: 3 clusters Score -2.282401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 174872 members 
Entering Unmasked Estep 
Score: -22824006.000000 Penalty: 5997.543945
	Iteration 93Q: 3 clusters Score -2.282401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 174907 members 
Entering Unmasked Estep 
Score: -22823974.000000 Penalty: 5997.543945
	Iteration 94Q: 3 clusters Score -2.282397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 174932 members 
Entering Unmasked Estep 
Score: -22823972.000000 Penalty: 5997.543945
	Iteration 95Q: 3 clusters Score -2.282397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -22823978.000000 Penalty: 5997.543945
	Iteration 96Q: 3 clusters Score -2.282398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 174993 members 
Entering Unmasked Estep 
Score: -22823974.000000 Penalty: 5997.543945
	Iteration 97Q: 3 clusters Score -2.282397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -22823968.000000 Penalty: 5997.543945
	Iteration 98Q: 3 clusters Score -2.282397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -22824002.000000 Penalty: 5997.543945
	Iteration 99Q: 3 clusters Score -2.2824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 175088 members 
Entering Unmasked Estep 
Score: -22824008.000000 Penalty: 5997.543945
	Iteration 100F: 3 clusters Score -2.282401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 175106 members 
Entering Unmasked Estep 
Score: -22823990.000000 Penalty: 5997.543945
	Iteration 101Q: 3 clusters Score -2.282399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -22823992.000000 Penalty: 5997.543945
	Iteration 102Q: 3 clusters Score -2.282399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -22824000.000000 Penalty: 5997.543945
	Iteration 103Q: 3 clusters Score -2.2824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -22824000.000000 Penalty: 5997.543945
	Iteration 104Q: 3 clusters Score -2.2824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -22823986.000000 Penalty: 5997.543945
	Iteration 105Q: 3 clusters Score -2.282399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 175171 members 
Entering Unmasked Estep 
Score: -22823972.000000 Penalty: 5997.543945
	Iteration 106Q: 3 clusters Score -2.282397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -22823996.000000 Penalty: 5997.543945
	Iteration 107Q: 3 clusters Score -2.2824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -22823974.000000 Penalty: 5997.543945
	Iteration 108Q: 3 clusters Score -2.282397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -22823976.000000 Penalty: 5997.543945
	Iteration 109Q: 3 clusters Score -2.282398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 175187 members 
Entering Unmasked Estep 
Score: -22823972.000000 Penalty: 5997.543945
	Iteration 110Q: 3 clusters Score -2.282397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -22823966.000000 Penalty: 5997.543945
	Iteration 111Q: 3 clusters Score -2.282397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -22823960.000000 Penalty: 5997.543945
	Iteration 112Q: 3 clusters Score -2.282396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -22823960.000000 Penalty: 5997.543945
	Iteration 113F: 3 clusters Score -2.282396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Entering Unmasked Estep 
Score: -22652712.000000 Penalty: 2995.655518
	Iteration 0F: 2 clusters Score -2.265271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -22537118.000000 Penalty: 5991.311035
	Iteration 0F: 3 clusters Score -2.253712e+07 nChanged 84551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -22586644.000000 Penalty: 5991.311035
	Iteration 1F: 3 clusters Score -2.258664e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -22587998.000000 Penalty: 5991.311035
	Iteration 2Q: 3 clusters Score -2.2588e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -22589952.000000 Penalty: 5991.311035
	Iteration 3Q: 3 clusters Score -2.258995e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -22593630.000000 Penalty: 5991.311035
	Iteration 4Q: 3 clusters Score -2.259363e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120745 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -22600102.000000 Penalty: 5991.311035
	Iteration 5F: 3 clusters Score -2.26001e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135397 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -22611530.000000 Penalty: 5991.311035
	Iteration 6F: 3 clusters Score -2.261153e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -22626794.000000 Penalty: 5991.311035
	Iteration 7F: 3 clusters Score -2.262679e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -22640452.000000 Penalty: 5991.311035
	Iteration 8F: 3 clusters Score -2.264045e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172137 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -22647072.000000 Penalty: 5991.311035
	Iteration 9Q: 3 clusters Score -2.264707e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174747 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22649074.000000 Penalty: 5991.311035
	Iteration 10Q: 3 clusters Score -2.264907e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175518 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -22649746.000000 Penalty: 5991.311035
	Iteration 11Q: 3 clusters Score -2.264975e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -22649974.000000 Penalty: 5991.311035
	Iteration 12Q: 3 clusters Score -2.264997e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175780 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22650032.000000 Penalty: 5991.311035
	Iteration 13Q: 3 clusters Score -2.265003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22650086.000000 Penalty: 5991.311035
	Iteration 14Q: 3 clusters Score -2.265009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175830 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22650142.000000 Penalty: 5991.311035
	Iteration 15Q: 3 clusters Score -2.265014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22650192.000000 Penalty: 5991.311035
	Iteration 16Q: 3 clusters Score -2.265019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22650204.000000 Penalty: 5991.311035
	Iteration 17Q: 3 clusters Score -2.26502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22650222.000000 Penalty: 5991.311035
	Iteration 18Q: 3 clusters Score -2.265022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22650244.000000 Penalty: 5991.311035
	Iteration 19Q: 3 clusters Score -2.265024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22650262.000000 Penalty: 5991.311035
	Iteration 20F: 3 clusters Score -2.265026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22650258.000000 Penalty: 5991.311035
	Iteration 21Q: 3 clusters Score -2.265026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22650262.000000 Penalty: 5991.311035
	Iteration 22Q: 3 clusters Score -2.265026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22650272.000000 Penalty: 5991.311035
	Iteration 23Q: 3 clusters Score -2.265027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22650282.000000 Penalty: 5991.311035
	Iteration 24Q: 3 clusters Score -2.265028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22650290.000000 Penalty: 5991.311035
	Iteration 25Q: 3 clusters Score -2.265029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175824 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22650286.000000 Penalty: 5991.311035
	Iteration 26Q: 3 clusters Score -2.265029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175826 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22650276.000000 Penalty: 5991.311035
	Iteration 27Q: 3 clusters Score -2.265028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22650286.000000 Penalty: 5991.311035
	Iteration 28Q: 3 clusters Score -2.265029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22650286.000000 Penalty: 5991.311035
	Iteration 29Q: 3 clusters Score -2.265029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22650276.000000 Penalty: 5991.311035
	Iteration 30Q: 3 clusters Score -2.265028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22650272.000000 Penalty: 5991.311035
	Iteration 31Q: 3 clusters Score -2.265027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22650274.000000 Penalty: 5991.311035
	Iteration 32Q: 3 clusters Score -2.265027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22650282.000000 Penalty: 5991.311035
	Iteration 33Q: 3 clusters Score -2.265028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22650280.000000 Penalty: 5991.311035
	Iteration 34Q: 3 clusters Score -2.265028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175826 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22650288.000000 Penalty: 5991.311035
	Iteration 35Q: 3 clusters Score -2.265029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22650292.000000 Penalty: 5991.311035
	Iteration 36Q: 3 clusters Score -2.265029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175822 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22650284.000000 Penalty: 5991.311035
	Iteration 37Q: 3 clusters Score -2.265028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175820 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22650292.000000 Penalty: 5991.311035
	Iteration 38Q: 3 clusters Score -2.265029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175819 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22650292.000000 Penalty: 5991.311035
	Iteration 39Q: 3 clusters Score -2.265029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175819 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22650292.000000 Penalty: 5991.311035
	Iteration 40F: 3 clusters Score -2.265029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Entering Unmasked Estep 
Score: -9828456.000000 Penalty: 2795.771240
	Iteration 0F: 2 clusters Score -9828456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -9775928.000000 Penalty: 5591.542480
	Iteration 0F: 3 clusters Score -9775928 nChanged 36746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -9797000.000000 Penalty: 5591.542480
	Iteration 1F: 3 clusters Score -9797000 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -9797936.000000 Penalty: 5591.542480
	Iteration 2Q: 3 clusters Score -9797936 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -9799243.000000 Penalty: 5591.542480
	Iteration 3Q: 3 clusters Score -9799243 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -9801285.000000 Penalty: 5591.542480
	Iteration 4F: 3 clusters Score -9801285 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -9804807.000000 Penalty: 5591.542480
	Iteration 5F: 3 clusters Score -9804807 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -9810126.000000 Penalty: 5591.542480
	Iteration 6F: 3 clusters Score -9810126 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -9816529.000000 Penalty: 5591.542480
	Iteration 7F: 3 clusters Score -9816529 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -9821836.000000 Penalty: 5591.542480
	Iteration 8F: 3 clusters Score -9821836 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -9824570.000000 Penalty: 5591.542480
	Iteration 9Q: 3 clusters Score -9824570 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -9825544.000000 Penalty: 5591.542480
	Iteration 10Q: 3 clusters Score -9825544 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -9825837.000000 Penalty: 5591.542480
	Iteration 11Q: 3 clusters Score -9825837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -9825972.000000 Penalty: 5591.542480
	Iteration 12Q: 3 clusters Score -9825972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -9826031.000000 Penalty: 5591.542480
	Iteration 13Q: 3 clusters Score -9826031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -9826058.000000 Penalty: 5591.542480
	Iteration 14Q: 3 clusters Score -9826058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -9826073.000000 Penalty: 5591.542480
	Iteration 15Q: 3 clusters Score -9826073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -9826086.000000 Penalty: 5591.542480
	Iteration 16Q: 3 clusters Score -9826086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -9826103.000000 Penalty: 5591.542480
	Iteration 17Q: 3 clusters Score -9826103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -9826101.000000 Penalty: 5591.542480
	Iteration 18Q: 3 clusters Score -9826101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -9826122.000000 Penalty: 5591.542480
	Iteration 19Q: 3 clusters Score -9826122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -9826120.000000 Penalty: 5591.542480
	Iteration 20F: 3 clusters Score -9826120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -9826117.000000 Penalty: 5591.542480
	Iteration 21Q: 3 clusters Score -9826117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -9826117.000000 Penalty: 5591.542480
	Iteration 22F: 3 clusters Score -9826117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212883 members 
Entering Unmasked Estep 
Score: -27380104.000000 Penalty: 3042.587646
	Iteration 0F: 2 clusters Score -2.73801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -27244466.000000 Penalty: 6085.175293
	Iteration 0F: 3 clusters Score -2.724447e+07 nChanged 102606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107573 members 
Mstep: Class 2 contains 105310 members 
Entering Unmasked Estep 
Score: -27304598.000000 Penalty: 6085.175293
	Iteration 1F: 3 clusters Score -2.73046e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -27305458.000000 Penalty: 6085.175293
	Iteration 2Q: 3 clusters Score -2.730546e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
Score: -27306498.000000 Penalty: 6085.175293
	Iteration 3Q: 3 clusters Score -2.73065e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -27307516.000000 Penalty: 6085.175293
	Iteration 4Q: 3 clusters Score -2.730752e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108317 members 
Mstep: Class 2 contains 104566 members 
Entering Unmasked Estep 
Score: -27308992.000000 Penalty: 6085.175293
	Iteration 5Q: 3 clusters Score -2.730899e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -27310878.000000 Penalty: 6085.175293
	Iteration 6Q: 3 clusters Score -2.731088e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -27313888.000000 Penalty: 6085.175293
	Iteration 7Q: 3 clusters Score -2.731389e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -27318290.000000 Penalty: 6085.175293
	Iteration 8Q: 3 clusters Score -2.731829e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -27324632.000000 Penalty: 6085.175293
	Iteration 9F: 3 clusters Score -2.732463e+07 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -27333666.000000 Penalty: 6085.175293
	Iteration 10F: 3 clusters Score -2.733367e+07 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -27342376.000000 Penalty: 6085.175293
	Iteration 11F: 3 clusters Score -2.734238e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -27347150.000000 Penalty: 6085.175293
	Iteration 12F: 3 clusters Score -2.734715e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -27348956.000000 Penalty: 6085.175293
	Iteration 13Q: 3 clusters Score -2.734896e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -27349532.000000 Penalty: 6085.175293
	Iteration 14Q: 3 clusters Score -2.734953e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -27349832.000000 Penalty: 6085.175293
	Iteration 15Q: 3 clusters Score -2.734983e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -27349870.000000 Penalty: 6085.175293
	Iteration 16Q: 3 clusters Score -2.734987e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -27349942.000000 Penalty: 6085.175293
	Iteration 17Q: 3 clusters Score -2.734994e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -27350156.000000 Penalty: 6085.175293
	Iteration 18Q: 3 clusters Score -2.735016e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 100446 members 
Entering Unmasked Estep 
Score: -27350386.000000 Penalty: 6085.175293
	Iteration 19Q: 3 clusters Score -2.735039e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112413 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -27350586.000000 Penalty: 6085.175293
	Iteration 20F: 3 clusters Score -2.735059e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112343 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -27350836.000000 Penalty: 6085.175293
	Iteration 21Q: 3 clusters Score -2.735084e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112291 members 
Mstep: Class 2 contains 100592 members 
Entering Unmasked Estep 
Score: -27351036.000000 Penalty: 6085.175293
	Iteration 22Q: 3 clusters Score -2.735104e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -27351412.000000 Penalty: 6085.175293
	Iteration 23Q: 3 clusters Score -2.735141e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -27351508.000000 Penalty: 6085.175293
	Iteration 24Q: 3 clusters Score -2.735151e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112078 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -27351698.000000 Penalty: 6085.175293
	Iteration 25Q: 3 clusters Score -2.73517e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -27351996.000000 Penalty: 6085.175293
	Iteration 26Q: 3 clusters Score -2.7352e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 101053 members 
Entering Unmasked Estep 
Score: -27352228.000000 Penalty: 6085.175293
	Iteration 27Q: 3 clusters Score -2.735223e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -27352342.000000 Penalty: 6085.175293
	Iteration 28Q: 3 clusters Score -2.735234e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -27352560.000000 Penalty: 6085.175293
	Iteration 29Q: 3 clusters Score -2.735256e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -27352654.000000 Penalty: 6085.175293
	Iteration 30Q: 3 clusters Score -2.735265e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 102037 members 
Entering Unmasked Estep 
Score: -27352734.000000 Penalty: 6085.175293
	Iteration 31Q: 3 clusters Score -2.735273e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -27352828.000000 Penalty: 6085.175293
	Iteration 32Q: 3 clusters Score -2.735283e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -27353032.000000 Penalty: 6085.175293
	Iteration 33Q: 3 clusters Score -2.735303e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -27353248.000000 Penalty: 6085.175293
	Iteration 34Q: 3 clusters Score -2.735325e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109068 members 
Mstep: Class 2 contains 103815 members 
Entering Unmasked Estep 
Score: -27353518.000000 Penalty: 6085.175293
	Iteration 35Q: 3 clusters Score -2.735352e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -27353694.000000 Penalty: 6085.175293
	Iteration 36Q: 3 clusters Score -2.735369e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -27353876.000000 Penalty: 6085.175293
	Iteration 37Q: 3 clusters Score -2.735388e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -27353964.000000 Penalty: 6085.175293
	Iteration 38Q: 3 clusters Score -2.735396e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -27354230.000000 Penalty: 6085.175293
	Iteration 39Q: 3 clusters Score -2.735423e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -27354430.000000 Penalty: 6085.175293
	Iteration 40F: 3 clusters Score -2.735443e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -27354474.000000 Penalty: 6085.175293
	Iteration 41Q: 3 clusters Score -2.735447e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 108141 members 
Entering Unmasked Estep 
Score: -27354694.000000 Penalty: 6085.175293
	Iteration 42Q: 3 clusters Score -2.735469e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -27354862.000000 Penalty: 6085.175293
	Iteration 43Q: 3 clusters Score -2.735486e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -27355048.000000 Penalty: 6085.175293
	Iteration 44Q: 3 clusters Score -2.735505e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -27355194.000000 Penalty: 6085.175293
	Iteration 45Q: 3 clusters Score -2.735519e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -27355444.000000 Penalty: 6085.175293
	Iteration 46Q: 3 clusters Score -2.735544e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 112535 members 
Entering Unmasked Estep 
Score: -27355614.000000 Penalty: 6085.175293
	Iteration 47Q: 3 clusters Score -2.735561e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -27355890.000000 Penalty: 6085.175293
	Iteration 48Q: 3 clusters Score -2.735589e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -27356052.000000 Penalty: 6085.175293
	Iteration 49Q: 3 clusters Score -2.735605e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -27356354.000000 Penalty: 6085.175293
	Iteration 50Q: 3 clusters Score -2.735635e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -27356560.000000 Penalty: 6085.175293
	Iteration 51Q: 3 clusters Score -2.735656e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 118093 members 
Entering Unmasked Estep 
Score: -27356686.000000 Penalty: 6085.175293
	Iteration 52Q: 3 clusters Score -2.735669e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -27356876.000000 Penalty: 6085.175293
	Iteration 53Q: 3 clusters Score -2.735688e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 120874 members 
Entering Unmasked Estep 
Score: -27357076.000000 Penalty: 6085.175293
	Iteration 54Q: 3 clusters Score -2.735708e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -27357278.000000 Penalty: 6085.175293
	Iteration 55Q: 3 clusters Score -2.735728e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 123765 members 
Entering Unmasked Estep 
Score: -27357518.000000 Penalty: 6085.175293
	Iteration 56Q: 3 clusters Score -2.735752e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -27357738.000000 Penalty: 6085.175293
	Iteration 57Q: 3 clusters Score -2.735774e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 126892 members 
Entering Unmasked Estep 
Score: -27358078.000000 Penalty: 6085.175293
	Iteration 58Q: 3 clusters Score -2.735808e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 128580 members 
Entering Unmasked Estep 
Score: -27358220.000000 Penalty: 6085.175293
	Iteration 59Q: 3 clusters Score -2.735822e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 130295 members 
Entering Unmasked Estep 
Score: -27358410.000000 Penalty: 6085.175293
	Iteration 60F: 3 clusters Score -2.735841e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -27358584.000000 Penalty: 6085.175293
	Iteration 61Q: 3 clusters Score -2.735858e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -27358796.000000 Penalty: 6085.175293
	Iteration 62Q: 3 clusters Score -2.73588e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -27358966.000000 Penalty: 6085.175293
	Iteration 63Q: 3 clusters Score -2.735897e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 137513 members 
Entering Unmasked Estep 
Score: -27359156.000000 Penalty: 6085.175293
	Iteration 64Q: 3 clusters Score -2.735916e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -27359572.000000 Penalty: 6085.175293
	Iteration 65Q: 3 clusters Score -2.735957e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -27359792.000000 Penalty: 6085.175293
	Iteration 66Q: 3 clusters Score -2.735979e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
Score: -27360148.000000 Penalty: 6085.175293
	Iteration 67Q: 3 clusters Score -2.736015e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 146521 members 
Entering Unmasked Estep 
Score: -27360494.000000 Penalty: 6085.175293
	Iteration 68Q: 3 clusters Score -2.736049e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -27360894.000000 Penalty: 6085.175293
	Iteration 69Q: 3 clusters Score -2.736089e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -27361532.000000 Penalty: 6085.175293
	Iteration 70Q: 3 clusters Score -2.736153e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -27361960.000000 Penalty: 6085.175293
	Iteration 71Q: 3 clusters Score -2.736196e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -27362514.000000 Penalty: 6085.175293
	Iteration 72Q: 3 clusters Score -2.736251e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -27363192.000000 Penalty: 6085.175293
	Iteration 73Q: 3 clusters Score -2.736319e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 162269 members 
Entering Unmasked Estep 
Score: -27363916.000000 Penalty: 6085.175293
	Iteration 74Q: 3 clusters Score -2.736392e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 165254 members 
Entering Unmasked Estep 
Score: -27364526.000000 Penalty: 6085.175293
	Iteration 75Q: 3 clusters Score -2.736453e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -27365666.000000 Penalty: 6085.175293
	Iteration 76Q: 3 clusters Score -2.736567e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 171888 members 
Entering Unmasked Estep 
Score: -27366778.000000 Penalty: 6085.175293
	Iteration 77Q: 3 clusters Score -2.736678e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 175590 members 
Entering Unmasked Estep 
Score: -27367860.000000 Penalty: 6085.175293
	Iteration 78Q: 3 clusters Score -2.736786e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 179459 members 
Entering Unmasked Estep 
Score: -27368900.000000 Penalty: 6085.175293
	Iteration 79Q: 3 clusters Score -2.73689e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 183401 members 
Entering Unmasked Estep 
Score: -27370154.000000 Penalty: 6085.175293
	Iteration 80F: 3 clusters Score -2.737015e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 187365 members 
Entering Unmasked Estep 
Score: -27371362.000000 Penalty: 6085.175293
	Iteration 81Q: 3 clusters Score -2.737136e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 191221 members 
Entering Unmasked Estep 
Score: -27372546.000000 Penalty: 6085.175293
	Iteration 82Q: 3 clusters Score -2.737255e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -27373472.000000 Penalty: 6085.175293
	Iteration 83Q: 3 clusters Score -2.737347e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 198322 members 
Entering Unmasked Estep 
Score: -27374206.000000 Penalty: 6085.175293
	Iteration 84Q: 3 clusters Score -2.737421e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 201247 members 
Entering Unmasked Estep 
Score: -27374822.000000 Penalty: 6085.175293
	Iteration 85Q: 3 clusters Score -2.737482e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 203717 members 
Entering Unmasked Estep 
Score: -27375460.000000 Penalty: 6085.175293
	Iteration 86Q: 3 clusters Score -2.737546e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 205816 members 
Entering Unmasked Estep 
Score: -27376116.000000 Penalty: 6085.175293
	Iteration 87Q: 3 clusters Score -2.737612e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 207605 members 
Entering Unmasked Estep 
Score: -27376540.000000 Penalty: 6085.175293
	Iteration 88Q: 3 clusters Score -2.737654e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 208961 members 
Entering Unmasked Estep 
Score: -27376852.000000 Penalty: 6085.175293
	Iteration 89Q: 3 clusters Score -2.737685e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 209922 members 
Entering Unmasked Estep 
Score: -27377026.000000 Penalty: 6085.175293
	Iteration 90Q: 3 clusters Score -2.737703e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 210602 members 
Entering Unmasked Estep 
Score: -27377080.000000 Penalty: 6085.175293
	Iteration 91Q: 3 clusters Score -2.737708e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -27377222.000000 Penalty: 6085.175293
	Iteration 92Q: 3 clusters Score -2.737722e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 211449 members 
Entering Unmasked Estep 
Score: -27377264.000000 Penalty: 6085.175293
	Iteration 93Q: 3 clusters Score -2.737726e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 211707 members 
Entering Unmasked Estep 
Score: -27377280.000000 Penalty: 6085.175293
	Iteration 94Q: 3 clusters Score -2.737728e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 211885 members 
Entering Unmasked Estep 
Score: -27377420.000000 Penalty: 6085.175293
	Iteration 95Q: 3 clusters Score -2.737742e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 212003 members 
Entering Unmasked Estep 
Score: -27377450.000000 Penalty: 6085.175293
	Iteration 96Q: 3 clusters Score -2.737745e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 212084 members 
Entering Unmasked Estep 
Score: -27377546.000000 Penalty: 6085.175293
	Iteration 97Q: 3 clusters Score -2.737755e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 212142 members 
Entering Unmasked Estep 
Score: -27377574.000000 Penalty: 6085.175293
	Iteration 98Q: 3 clusters Score -2.737757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 212181 members 
Entering Unmasked Estep 
Score: -27377622.000000 Penalty: 6085.175293
	Iteration 99Q: 3 clusters Score -2.737762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 212221 members 
Entering Unmasked Estep 
Score: -27377638.000000 Penalty: 6085.175293
	Iteration 100F: 3 clusters Score -2.737764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 212249 members 
Entering Unmasked Estep 
Score: -27377662.000000 Penalty: 6085.175293
	Iteration 101Q: 3 clusters Score -2.737766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 212266 members 
Entering Unmasked Estep 
Score: -27377672.000000 Penalty: 6085.175293
	Iteration 102Q: 3 clusters Score -2.737767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 212282 members 
Entering Unmasked Estep 
Score: -27377672.000000 Penalty: 6085.175293
	Iteration 103Q: 3 clusters Score -2.737767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 212295 members 
Entering Unmasked Estep 
Score: -27377672.000000 Penalty: 6085.175293
	Iteration 104Q: 3 clusters Score -2.737767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 212309 members 
Entering Unmasked Estep 
Score: -27377674.000000 Penalty: 6085.175293
	Iteration 105Q: 3 clusters Score -2.737767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 212320 members 
Entering Unmasked Estep 
Score: -27377694.000000 Penalty: 6085.175293
	Iteration 106Q: 3 clusters Score -2.737769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 212327 members 
Entering Unmasked Estep 
Score: -27377676.000000 Penalty: 6085.175293
	Iteration 107Q: 3 clusters Score -2.737768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 212333 members 
Entering Unmasked Estep 
Score: -27377658.000000 Penalty: 6085.175293
	Iteration 108Q: 3 clusters Score -2.737766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 212341 members 
Entering Unmasked Estep 
Score: -27377688.000000 Penalty: 6085.175293
	Iteration 109Q: 3 clusters Score -2.737769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 212345 members 
Entering Unmasked Estep 
Score: -27377696.000000 Penalty: 6085.175293
	Iteration 110Q: 3 clusters Score -2.73777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -27377698.000000 Penalty: 6085.175293
	Iteration 111Q: 3 clusters Score -2.73777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 212357 members 
Entering Unmasked Estep 
Score: -27377686.000000 Penalty: 6085.175293
	Iteration 112Q: 3 clusters Score -2.737769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 212361 members 
Entering Unmasked Estep 
Score: -27377680.000000 Penalty: 6085.175293
	Iteration 113Q: 3 clusters Score -2.737768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 212369 members 
Entering Unmasked Estep 
Score: -27377694.000000 Penalty: 6085.175293
	Iteration 114Q: 3 clusters Score -2.737769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 212373 members 
Entering Unmasked Estep 
Score: -27377692.000000 Penalty: 6085.175293
	Iteration 115Q: 3 clusters Score -2.737769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 212381 members 
Entering Unmasked Estep 
Score: -27377686.000000 Penalty: 6085.175293
	Iteration 116Q: 3 clusters Score -2.737769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -27377686.000000 Penalty: 6085.175293
	Iteration 117Q: 3 clusters Score -2.737769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 212385 members 
Entering Unmasked Estep 
Score: -27377686.000000 Penalty: 6085.175293
	Iteration 118Q: 3 clusters Score -2.737769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 212386 members 
Entering Unmasked Estep 
Score: -27377678.000000 Penalty: 6085.175293
	Iteration 119Q: 3 clusters Score -2.737768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 212387 members 
Entering Unmasked Estep 
Score: -27377690.000000 Penalty: 6085.175293
	Iteration 120F: 3 clusters Score -2.737769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 212388 members 
Entering Unmasked Estep 
Score: -27377678.000000 Penalty: 6085.175293
	Iteration 121Q: 3 clusters Score -2.737768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 212389 members 
Entering Unmasked Estep 
Score: -27377682.000000 Penalty: 6085.175293
	Iteration 122Q: 3 clusters Score -2.737768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 212390 members 
Entering Unmasked Estep 
Score: -27377686.000000 Penalty: 6085.175293
	Iteration 123Q: 3 clusters Score -2.737769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 212392 members 
Entering Unmasked Estep 
Score: -27377690.000000 Penalty: 6085.175293
	Iteration 124Q: 3 clusters Score -2.737769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 212393 members 
Entering Unmasked Estep 
Score: -27377688.000000 Penalty: 6085.175293
	Iteration 125Q: 3 clusters Score -2.737769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 212393 members 
Entering Unmasked Estep 
Score: -27377688.000000 Penalty: 6085.175293
	Iteration 126F: 3 clusters Score -2.737769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Entering Unmasked Estep 
Score: -6916777.500000 Penalty: 2701.309814
	Iteration 0F: 2 clusters Score -6916778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -6880625.000000 Penalty: 5402.619629
	Iteration 0F: 3 clusters Score -6880625 nChanged 24772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6894294.000000 Penalty: 5402.619629
	Iteration 1F: 3 clusters Score -6894294 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -6894793.500000 Penalty: 5402.619629
	Iteration 2Q: 3 clusters Score -6894794 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -6895392.500000 Penalty: 5402.619629
	Iteration 3Q: 3 clusters Score -6895392 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -6896046.000000 Penalty: 5402.619629
	Iteration 4Q: 3 clusters Score -6896046 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -6897050.500000 Penalty: 5402.619629
	Iteration 5Q: 3 clusters Score -6897050 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -6898512.500000 Penalty: 5402.619629
	Iteration 6Q: 3 clusters Score -6898512 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -6900518.000000 Penalty: 5402.619629
	Iteration 7F: 3 clusters Score -6900518 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -6903119.500000 Penalty: 5402.619629
	Iteration 8F: 3 clusters Score -6903120 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -6905809.000000 Penalty: 5402.619629
	Iteration 9F: 3 clusters Score -6905809 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -6908223.000000 Penalty: 5402.619629
	Iteration 10F: 3 clusters Score -6908223 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -6910171.500000 Penalty: 5402.619629
	Iteration 11Q: 3 clusters Score -6910172 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6911541.500000 Penalty: 5402.619629
	Iteration 12Q: 3 clusters Score -6911542 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -6912487.500000 Penalty: 5402.619629
	Iteration 13Q: 3 clusters Score -6912488 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -6913153.000000 Penalty: 5402.619629
	Iteration 14Q: 3 clusters Score -6913153 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -6913544.000000 Penalty: 5402.619629
	Iteration 15Q: 3 clusters Score -6913544 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -6913768.500000 Penalty: 5402.619629
	Iteration 16Q: 3 clusters Score -6913768 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -6913941.500000 Penalty: 5402.619629
	Iteration 17Q: 3 clusters Score -6913942 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6914070.000000 Penalty: 5402.619629
	Iteration 18Q: 3 clusters Score -6914070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -6914157.500000 Penalty: 5402.619629
	Iteration 19Q: 3 clusters Score -6914158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -6914216.000000 Penalty: 5402.619629
	Iteration 20F: 3 clusters Score -6914216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -6914274.000000 Penalty: 5402.619629
	Iteration 21Q: 3 clusters Score -6914274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -6914292.500000 Penalty: 5402.619629
	Iteration 22Q: 3 clusters Score -6914292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -6914323.500000 Penalty: 5402.619629
	Iteration 23Q: 3 clusters Score -6914324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6914346.500000 Penalty: 5402.619629
	Iteration 24Q: 3 clusters Score -6914346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -6914351.500000 Penalty: 5402.619629
	Iteration 25Q: 3 clusters Score -6914352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -6914374.500000 Penalty: 5402.619629
	Iteration 26Q: 3 clusters Score -6914374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -6914387.000000 Penalty: 5402.619629
	Iteration 27Q: 3 clusters Score -6914387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -6914413.500000 Penalty: 5402.619629
	Iteration 28Q: 3 clusters Score -6914414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -6914426.000000 Penalty: 5402.619629
	Iteration 29Q: 3 clusters Score -6914426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6914436.000000 Penalty: 5402.619629
	Iteration 30Q: 3 clusters Score -6914436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -6914438.500000 Penalty: 5402.619629
	Iteration 31Q: 3 clusters Score -6914438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -6914437.000000 Penalty: 5402.619629
	Iteration 32Q: 3 clusters Score -6914437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -6914448.500000 Penalty: 5402.619629
	Iteration 33Q: 3 clusters Score -6914448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -6914455.000000 Penalty: 5402.619629
	Iteration 34Q: 3 clusters Score -6914455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -6914458.500000 Penalty: 5402.619629
	Iteration 35Q: 3 clusters Score -6914458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -6914458.000000 Penalty: 5402.619629
	Iteration 36Q: 3 clusters Score -6914458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -6914456.500000 Penalty: 5402.619629
	Iteration 37Q: 3 clusters Score -6914456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -6914459.500000 Penalty: 5402.619629
	Iteration 38Q: 3 clusters Score -6914460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -6914459.000000 Penalty: 5402.619629
	Iteration 39Q: 3 clusters Score -6914459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -6914459.000000 Penalty: 5402.619629
	Iteration 40F: 3 clusters Score -6914459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Entering Unmasked Estep 
Score: -8096659.000000 Penalty: 2738.624756
	Iteration 0F: 2 clusters Score -8096659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -8054812.000000 Penalty: 5477.249512
	Iteration 0F: 3 clusters Score -8054812 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -8071033.500000 Penalty: 5477.249512
	Iteration 1F: 3 clusters Score -8071034 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -8071692.000000 Penalty: 5477.249512
	Iteration 2Q: 3 clusters Score -8071692 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -8072446.000000 Penalty: 5477.249512
	Iteration 3Q: 3 clusters Score -8072446 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -8073326.500000 Penalty: 5477.249512
	Iteration 4Q: 3 clusters Score -8073326 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -8074300.500000 Penalty: 5477.249512
	Iteration 5Q: 3 clusters Score -8074300 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -8075473.500000 Penalty: 5477.249512
	Iteration 6Q: 3 clusters Score -8075474 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -8077208.500000 Penalty: 5477.249512
	Iteration 7Q: 3 clusters Score -8077208 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -8079547.000000 Penalty: 5477.249512
	Iteration 8F: 3 clusters Score -8079547 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8082549.000000 Penalty: 5477.249512
	Iteration 9F: 3 clusters Score -8082549 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -8085438.500000 Penalty: 5477.249512
	Iteration 10F: 3 clusters Score -8085438 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8087198.500000 Penalty: 5477.249512
	Iteration 11F: 3 clusters Score -8087198 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -8088000.500000 Penalty: 5477.249512
	Iteration 12Q: 3 clusters Score -8088000 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8088522.500000 Penalty: 5477.249512
	Iteration 13Q: 3 clusters Score -8088522 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -8088851.500000 Penalty: 5477.249512
	Iteration 14Q: 3 clusters Score -8088852 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -8089129.000000 Penalty: 5477.249512
	Iteration 15Q: 3 clusters Score -8089129 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8089373.500000 Penalty: 5477.249512
	Iteration 16Q: 3 clusters Score -8089374 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -8089597.000000 Penalty: 5477.249512
	Iteration 17Q: 3 clusters Score -8089597 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -8089761.500000 Penalty: 5477.249512
	Iteration 18Q: 3 clusters Score -8089762 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -8089932.000000 Penalty: 5477.249512
	Iteration 19Q: 3 clusters Score -8089932 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8090093.500000 Penalty: 5477.249512
	Iteration 20F: 3 clusters Score -8090094 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -8090264.000000 Penalty: 5477.249512
	Iteration 21Q: 3 clusters Score -8090264 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -8090426.500000 Penalty: 5477.249512
	Iteration 22Q: 3 clusters Score -8090426 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -8090606.500000 Penalty: 5477.249512
	Iteration 23Q: 3 clusters Score -8090606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8090758.000000 Penalty: 5477.249512
	Iteration 24Q: 3 clusters Score -8090758 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -8090899.500000 Penalty: 5477.249512
	Iteration 25Q: 3 clusters Score -8090900 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -8091032.500000 Penalty: 5477.249512
	Iteration 26Q: 3 clusters Score -8091032 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -8091180.000000 Penalty: 5477.249512
	Iteration 27Q: 3 clusters Score -8091180 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -8091348.000000 Penalty: 5477.249512
	Iteration 28Q: 3 clusters Score -8091348 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -8091456.500000 Penalty: 5477.249512
	Iteration 29Q: 3 clusters Score -8091456 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -8091594.500000 Penalty: 5477.249512
	Iteration 30Q: 3 clusters Score -8091594 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -8091732.000000 Penalty: 5477.249512
	Iteration 31Q: 3 clusters Score -8091732 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -8091822.000000 Penalty: 5477.249512
	Iteration 32Q: 3 clusters Score -8091822 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -8091963.000000 Penalty: 5477.249512
	Iteration 33Q: 3 clusters Score -8091963 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -8092097.000000 Penalty: 5477.249512
	Iteration 34Q: 3 clusters Score -8092097 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -8092246.500000 Penalty: 5477.249512
	Iteration 35Q: 3 clusters Score -8092246 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -8092425.500000 Penalty: 5477.249512
	Iteration 36Q: 3 clusters Score -8092426 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8092582.500000 Penalty: 5477.249512
	Iteration 37Q: 3 clusters Score -8092582 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -8092748.000000 Penalty: 5477.249512
	Iteration 38Q: 3 clusters Score -8092748 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -8092896.000000 Penalty: 5477.249512
	Iteration 39Q: 3 clusters Score -8092896 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -8093086.500000 Penalty: 5477.249512
	Iteration 40F: 3 clusters Score -8093086 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -8093250.000000 Penalty: 5477.249512
	Iteration 41Q: 3 clusters Score -8093250 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8093364.000000 Penalty: 5477.249512
	Iteration 42Q: 3 clusters Score -8093364 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -8093519.000000 Penalty: 5477.249512
	Iteration 43Q: 3 clusters Score -8093519 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -8093634.000000 Penalty: 5477.249512
	Iteration 44Q: 3 clusters Score -8093634 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8093751.500000 Penalty: 5477.249512
	Iteration 45Q: 3 clusters Score -8093752 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8093867.500000 Penalty: 5477.249512
	Iteration 46Q: 3 clusters Score -8093868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8093932.500000 Penalty: 5477.249512
	Iteration 47Q: 3 clusters Score -8093932 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -8093967.000000 Penalty: 5477.249512
	Iteration 48Q: 3 clusters Score -8093967 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8094011.000000 Penalty: 5477.249512
	Iteration 49Q: 3 clusters Score -8094011 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8094097.000000 Penalty: 5477.249512
	Iteration 50Q: 3 clusters Score -8094097 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8094131.000000 Penalty: 5477.249512
	Iteration 51Q: 3 clusters Score -8094131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8094206.500000 Penalty: 5477.249512
	Iteration 52Q: 3 clusters Score -8094206 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8094239.000000 Penalty: 5477.249512
	Iteration 53Q: 3 clusters Score -8094239 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8094288.000000 Penalty: 5477.249512
	Iteration 54Q: 3 clusters Score -8094288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8094311.000000 Penalty: 5477.249512
	Iteration 55Q: 3 clusters Score -8094311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8094351.500000 Penalty: 5477.249512
	Iteration 56Q: 3 clusters Score -8094352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8094363.000000 Penalty: 5477.249512
	Iteration 57Q: 3 clusters Score -8094363 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8094390.500000 Penalty: 5477.249512
	Iteration 58Q: 3 clusters Score -8094390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8094394.500000 Penalty: 5477.249512
	Iteration 59Q: 3 clusters Score -8094394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8094414.500000 Penalty: 5477.249512
	Iteration 60F: 3 clusters Score -8094414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8094420.500000 Penalty: 5477.249512
	Iteration 61Q: 3 clusters Score -8094420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8094435.000000 Penalty: 5477.249512
	Iteration 62Q: 3 clusters Score -8094435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8094452.000000 Penalty: 5477.249512
	Iteration 63Q: 3 clusters Score -8094452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8094461.000000 Penalty: 5477.249512
	Iteration 64Q: 3 clusters Score -8094461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8094473.500000 Penalty: 5477.249512
	Iteration 65Q: 3 clusters Score -8094474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8094490.000000 Penalty: 5477.249512
	Iteration 66Q: 3 clusters Score -8094490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8094512.500000 Penalty: 5477.249512
	Iteration 67Q: 3 clusters Score -8094512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8094528.000000 Penalty: 5477.249512
	Iteration 68Q: 3 clusters Score -8094528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8094527.500000 Penalty: 5477.249512
	Iteration 69Q: 3 clusters Score -8094528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8094536.500000 Penalty: 5477.249512
	Iteration 70Q: 3 clusters Score -8094536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8094551.500000 Penalty: 5477.249512
	Iteration 71Q: 3 clusters Score -8094552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8094552.000000 Penalty: 5477.249512
	Iteration 72Q: 3 clusters Score -8094552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8094565.500000 Penalty: 5477.249512
	Iteration 73Q: 3 clusters Score -8094566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60442 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8094555.500000 Penalty: 5477.249512
	Iteration 74Q: 3 clusters Score -8094556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8094562.000000 Penalty: 5477.249512
	Iteration 75Q: 3 clusters Score -8094562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8094571.000000 Penalty: 5477.249512
	Iteration 76Q: 3 clusters Score -8094571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8094585.500000 Penalty: 5477.249512
	Iteration 77Q: 3 clusters Score -8094586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8094590.500000 Penalty: 5477.249512
	Iteration 78Q: 3 clusters Score -8094590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8094584.000000 Penalty: 5477.249512
	Iteration 79Q: 3 clusters Score -8094584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8094587.000000 Penalty: 5477.249512
	Iteration 80F: 3 clusters Score -8094587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8094573.500000 Penalty: 5477.249512
	Iteration 81Q: 3 clusters Score -8094574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8094572.000000 Penalty: 5477.249512
	Iteration 82Q: 3 clusters Score -8094572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8094588.500000 Penalty: 5477.249512
	Iteration 83Q: 3 clusters Score -8094588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8094594.500000 Penalty: 5477.249512
	Iteration 84Q: 3 clusters Score -8094594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8094589.000000 Penalty: 5477.249512
	Iteration 85Q: 3 clusters Score -8094589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8094608.000000 Penalty: 5477.249512
	Iteration 86Q: 3 clusters Score -8094608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8094607.000000 Penalty: 5477.249512
	Iteration 87Q: 3 clusters Score -8094607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8094604.000000 Penalty: 5477.249512
	Iteration 88Q: 3 clusters Score -8094604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8094605.000000 Penalty: 5477.249512
	Iteration 89Q: 3 clusters Score -8094605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8094602.500000 Penalty: 5477.249512
	Iteration 90Q: 3 clusters Score -8094602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8094604.000000 Penalty: 5477.249512
	Iteration 91Q: 3 clusters Score -8094604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8094604.000000 Penalty: 5477.249512
	Iteration 92F: 3 clusters Score -8094604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Entering Unmasked Estep 
Score: -924676.687500 Penalty: 2214.368652
	Iteration 0F: 2 clusters Score -924676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -918516.562500 Penalty: 4428.737305
	Iteration 0F: 3 clusters Score -918516.6 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -920470.562500 Penalty: 4428.737305
	Iteration 1F: 3 clusters Score -920470.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -921014.062500 Penalty: 4428.737305
	Iteration 2F: 3 clusters Score -921014.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -921442.187500 Penalty: 4428.737305
	Iteration 3F: 3 clusters Score -921442.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -921821.625000 Penalty: 4428.737305
	Iteration 4F: 3 clusters Score -921821.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -922155.875000 Penalty: 4428.737305
	Iteration 5F: 3 clusters Score -922155.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -922412.875000 Penalty: 4428.737305
	Iteration 6F: 3 clusters Score -922412.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -922614.812500 Penalty: 4428.737305
	Iteration 7Q: 3 clusters Score -922614.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -922771.312500 Penalty: 4428.737305
	Iteration 8Q: 3 clusters Score -922771.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -922871.375000 Penalty: 4428.737305
	Iteration 9Q: 3 clusters Score -922871.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -922943.625000 Penalty: 4428.737305
	Iteration 10Q: 3 clusters Score -922943.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -922997.312500 Penalty: 4428.737305
	Iteration 11Q: 3 clusters Score -922997.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -923043.187500 Penalty: 4428.737305
	Iteration 12Q: 3 clusters Score -923043.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -923081.187500 Penalty: 4428.737305
	Iteration 13Q: 3 clusters Score -923081.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -923105.500000 Penalty: 4428.737305
	Iteration 14Q: 3 clusters Score -923105.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -923127.562500 Penalty: 4428.737305
	Iteration 15Q: 3 clusters Score -923127.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -923142.187500 Penalty: 4428.737305
	Iteration 16Q: 3 clusters Score -923142.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -923159.187500 Penalty: 4428.737305
	Iteration 17Q: 3 clusters Score -923159.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -923181.750000 Penalty: 4428.737305
	Iteration 18Q: 3 clusters Score -923181.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -923210.062500 Penalty: 4428.737305
	Iteration 19Q: 3 clusters Score -923210.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -923239.062500 Penalty: 4428.737305
	Iteration 20F: 3 clusters Score -923239.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -923263.687500 Penalty: 4428.737305
	Iteration 21Q: 3 clusters Score -923263.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -923285.125000 Penalty: 4428.737305
	Iteration 22Q: 3 clusters Score -923285.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -923310.750000 Penalty: 4428.737305
	Iteration 23Q: 3 clusters Score -923310.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -923338.437500 Penalty: 4428.737305
	Iteration 24Q: 3 clusters Score -923338.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -923350.875000 Penalty: 4428.737305
	Iteration 25Q: 3 clusters Score -923350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -923358.187500 Penalty: 4428.737305
	Iteration 26Q: 3 clusters Score -923358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -923359.687500 Penalty: 4428.737305
	Iteration 27Q: 3 clusters Score -923359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -923360.875000 Penalty: 4428.737305
	Iteration 28Q: 3 clusters Score -923360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -923360.875000 Penalty: 4428.737305
	Iteration 29F: 3 clusters Score -923360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 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 280 members 
Entering Unmasked Estep 
Score: -56669.750000 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56669.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56928.675781 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56928.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57021.628906 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57021.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57061.355469 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -57061.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57083.128906 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57083.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57114.117188 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57114.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57130.636719 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57130.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57144.367188 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57144.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57161.152344 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57161.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57198.378906 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57198.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57227.000000 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57245.613281 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -57245.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57250.894531 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -57250.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57259.156250 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -57259.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57264.714844 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -57264.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57264.714844 Penalty: 3135.992188
	Iteration 15F: 3 clusters Score -57264.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 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 221 members 
Entering Unmasked Estep 
Score: -45057.625000 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45057.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45322.628906 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45322.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45534.875000 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45534.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45800.812500 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -45800.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45989.507812 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45989.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46055.730469 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -46055.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46090.953125 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -46090.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46123.050781 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -46123.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46138.218750 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -46138.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46144.671875 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -46144.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46150.187500 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -46150.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46150.187500 Penalty: 3027.977295
	Iteration 11F: 3 clusters Score -46150.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19325.656250 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19325.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19368.957031 Penalty: 2597.275391
	Iteration 1Q: 3 clusters Score -19368.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19391.933594 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19391.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19400.734375 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19400.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19400.734375 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19400.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 142815 members 
Mstep: Class 3 contains 204543 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178407 members 
Mstep: Class 12 contains 176179 members 
Mstep: Class 13 contains 78690 members 
Mstep: Class 14 contains 212883 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 399Q: 21 clusters Score -1.496877e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 142805 members 
Mstep: Class 3 contains 204563 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178405 members 
Mstep: Class 12 contains 176178 members 
Mstep: Class 13 contains 78691 members 
Mstep: Class 14 contains 212876 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62497 members 
Mstep: Class 17 contains 7544 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687648.000000 Penalty: 69388.398438
Iteration 400F: 21 clusters Score -1.496876e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 142801 members 
Mstep: Class 3 contains 204577 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178397 members 
Mstep: Class 12 contains 176180 members 
Mstep: Class 13 contains 78693 members 
Mstep: Class 14 contains 212875 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 401Q: 21 clusters Score -1.496877e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 142791 members 
Mstep: Class 3 contains 204592 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178393 members 
Mstep: Class 12 contains 176182 members 
Mstep: Class 13 contains 78693 members 
Mstep: Class 14 contains 212876 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62495 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 402Q: 21 clusters Score -1.496877e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 142778 members 
Mstep: Class 3 contains 204607 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178387 members 
Mstep: Class 12 contains 176187 members 
Mstep: Class 13 contains 78693 members 
Mstep: Class 14 contains 212879 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62494 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687824.000000 Penalty: 69388.398438
Iteration 403Q: 21 clusters Score -1.496878e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 142774 members 
Mstep: Class 3 contains 204622 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178377 members 
Mstep: Class 12 contains 176187 members 
Mstep: Class 13 contains 78694 members 
Mstep: Class 14 contains 212882 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 62494 members 
Mstep: Class 17 contains 7535 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687760.000000 Penalty: 69388.398438
Iteration 404Q: 21 clusters Score -1.496878e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 142773 members 
Mstep: Class 3 contains 204631 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178361 members 
Mstep: Class 12 contains 176189 members 
Mstep: Class 13 contains 78694 members 
Mstep: Class 14 contains 212891 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62493 members 
Mstep: Class 17 contains 7534 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687568.000000 Penalty: 69388.398438
Iteration 405Q: 21 clusters Score -1.496876e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 142771 members 
Mstep: Class 3 contains 204643 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178348 members 
Mstep: Class 12 contains 176189 members 
Mstep: Class 13 contains 78696 members 
Mstep: Class 14 contains 212897 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62490 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687632.000000 Penalty: 69388.398438
Iteration 406Q: 21 clusters Score -1.496876e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 142767 members 
Mstep: Class 3 contains 204654 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178341 members 
Mstep: Class 12 contains 176183 members 
Mstep: Class 13 contains 78698 members 
Mstep: Class 14 contains 212896 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62491 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687632.000000 Penalty: 69388.398438
Iteration 407Q: 21 clusters Score -1.496876e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 142764 members 
Mstep: Class 3 contains 204668 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178336 members 
Mstep: Class 12 contains 176179 members 
Mstep: Class 13 contains 78699 members 
Mstep: Class 14 contains 212898 members 
Mstep: Class 15 contains 53765 members 
Mstep: Class 16 contains 62489 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 69388.398438
Iteration 408Q: 21 clusters Score -1.496877e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 142755 members 
Mstep: Class 3 contains 204683 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178329 members 
Mstep: Class 12 contains 176178 members 
Mstep: Class 13 contains 78698 members 
Mstep: Class 14 contains 212898 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 62491 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687648.000000 Penalty: 69388.398438
Iteration 409Q: 21 clusters Score -1.496876e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 142741 members 
Mstep: Class 3 contains 204696 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178328 members 
Mstep: Class 12 contains 176179 members 
Mstep: Class 13 contains 78698 members 
Mstep: Class 14 contains 212894 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62491 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687648.000000 Penalty: 69388.398438
Iteration 410Q: 21 clusters Score -1.496876e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 142722 members 
Mstep: Class 3 contains 204708 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178341 members 
Mstep: Class 12 contains 176176 members 
Mstep: Class 13 contains 78699 members 
Mstep: Class 14 contains 212888 members 
Mstep: Class 15 contains 53775 members 
Mstep: Class 16 contains 62493 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687680.000000 Penalty: 69388.398438
Iteration 411Q: 21 clusters Score -1.496877e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 142709 members 
Mstep: Class 3 contains 204721 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178342 members 
Mstep: Class 12 contains 176174 members 
Mstep: Class 13 contains 78697 members 
Mstep: Class 14 contains 212896 members 
Mstep: Class 15 contains 53775 members 
Mstep: Class 16 contains 62490 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687680.000000 Penalty: 69388.398438
Iteration 412Q: 21 clusters Score -1.496877e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 142693 members 
Mstep: Class 3 contains 204744 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1862 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 176178 members 
Mstep: Class 13 contains 78694 members 
Mstep: Class 14 contains 212889 members 
Mstep: Class 15 contains 53772 members 
Mstep: Class 16 contains 62488 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687728.000000 Penalty: 69388.398438
Iteration 413Q: 21 clusters Score -1.496877e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 142683 members 
Mstep: Class 3 contains 204745 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 176168 members 
Mstep: Class 13 contains 78693 members 
Mstep: Class 14 contains 212907 members 
Mstep: Class 15 contains 53772 members 
Mstep: Class 16 contains 62487 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 414Q: 21 clusters Score -1.496878e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 142677 members 
Mstep: Class 3 contains 204746 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178337 members 
Mstep: Class 12 contains 176159 members 
Mstep: Class 13 contains 78689 members 
Mstep: Class 14 contains 212930 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62486 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687792.000000 Penalty: 69388.398438
Iteration 415Q: 21 clusters Score -1.496878e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 142684 members 
Mstep: Class 3 contains 204759 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178316 members 
Mstep: Class 12 contains 176155 members 
Mstep: Class 13 contains 78685 members 
Mstep: Class 14 contains 212942 members 
Mstep: Class 15 contains 53772 members 
Mstep: Class 16 contains 62486 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687760.000000 Penalty: 69388.398438
Iteration 416Q: 21 clusters Score -1.496878e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 142685 members 
Mstep: Class 3 contains 204768 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178315 members 
Mstep: Class 12 contains 176147 members 
Mstep: Class 13 contains 78682 members 
Mstep: Class 14 contains 212949 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62488 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 417Q: 21 clusters Score -1.496877e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 142683 members 
Mstep: Class 3 contains 204773 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178318 members 
Mstep: Class 12 contains 176144 members 
Mstep: Class 13 contains 78678 members 
Mstep: Class 14 contains 212958 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 62485 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687520.000000 Penalty: 69388.398438
Iteration 418Q: 21 clusters Score -1.496875e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 142684 members 
Mstep: Class 3 contains 204782 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178324 members 
Mstep: Class 12 contains 176137 members 
Mstep: Class 13 contains 78679 members 
Mstep: Class 14 contains 212949 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62484 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687520.000000 Penalty: 69388.398438
Iteration 419Q: 21 clusters Score -1.496875e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 142680 members 
Mstep: Class 3 contains 204788 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178324 members 
Mstep: Class 12 contains 176135 members 
Mstep: Class 13 contains 78677 members 
Mstep: Class 14 contains 212953 members 
Mstep: Class 15 contains 53767 members 
Mstep: Class 16 contains 62480 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687600.000000 Penalty: 69388.398438
Iteration 420F: 21 clusters Score -1.496876e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 142681 members 
Mstep: Class 3 contains 204807 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178327 members 
Mstep: Class 12 contains 176125 members 
Mstep: Class 13 contains 78676 members 
Mstep: Class 14 contains 212937 members 
Mstep: Class 15 contains 53767 members 
Mstep: Class 16 contains 62481 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687600.000000 Penalty: 69388.398438
Iteration 421Q: 21 clusters Score -1.496876e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 142683 members 
Mstep: Class 3 contains 204826 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178329 members 
Mstep: Class 12 contains 176120 members 
Mstep: Class 13 contains 78673 members 
Mstep: Class 14 contains 212921 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62481 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687616.000000 Penalty: 69388.398438
Iteration 422Q: 21 clusters Score -1.496876e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 142678 members 
Mstep: Class 3 contains 204856 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178338 members 
Mstep: Class 12 contains 176111 members 
Mstep: Class 13 contains 78665 members 
Mstep: Class 14 contains 212903 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 62482 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687664.000000 Penalty: 69388.398438
Iteration 423Q: 21 clusters Score -1.496877e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 142661 members 
Mstep: Class 3 contains 204868 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 176110 members 
Mstep: Class 13 contains 78666 members 
Mstep: Class 14 contains 212901 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62485 members 
Mstep: Class 17 contains 7528 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 424Q: 21 clusters Score -1.496877e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 142654 members 
Mstep: Class 3 contains 204886 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178345 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 78665 members 
Mstep: Class 14 contains 212894 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62484 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687648.000000 Penalty: 69388.398438
Iteration 425Q: 21 clusters Score -1.496876e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 142649 members 
Mstep: Class 3 contains 204901 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178344 members 
Mstep: Class 12 contains 176095 members 
Mstep: Class 13 contains 78665 members 
Mstep: Class 14 contains 212897 members 
Mstep: Class 15 contains 53773 members 
Mstep: Class 16 contains 62486 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 426Q: 21 clusters Score -1.496877e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 142642 members 
Mstep: Class 3 contains 204904 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178345 members 
Mstep: Class 12 contains 176084 members 
Mstep: Class 13 contains 78667 members 
Mstep: Class 14 contains 212902 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 16 contains 62490 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 427Q: 21 clusters Score -1.496877e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 142641 members 
Mstep: Class 3 contains 204912 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178342 members 
Mstep: Class 12 contains 176077 members 
Mstep: Class 13 contains 78671 members 
Mstep: Class 14 contains 212901 members 
Mstep: Class 15 contains 53775 members 
Mstep: Class 16 contains 62492 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687648.000000 Penalty: 69388.398438
Iteration 428Q: 21 clusters Score -1.496876e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 142639 members 
Mstep: Class 3 contains 204916 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178347 members 
Mstep: Class 12 contains 176072 members 
Mstep: Class 13 contains 78669 members 
Mstep: Class 14 contains 212902 members 
Mstep: Class 15 contains 53773 members 
Mstep: Class 16 contains 62493 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687792.000000 Penalty: 69388.398438
Iteration 429Q: 21 clusters Score -1.496878e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 142632 members 
Mstep: Class 3 contains 204928 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178350 members 
Mstep: Class 12 contains 176069 members 
Mstep: Class 13 contains 78668 members 
Mstep: Class 14 contains 212893 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 16 contains 62499 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 430Q: 21 clusters Score -1.496878e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 142622 members 
Mstep: Class 3 contains 204949 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178359 members 
Mstep: Class 12 contains 176062 members 
Mstep: Class 13 contains 78665 members 
Mstep: Class 14 contains 212881 members 
Mstep: Class 15 contains 53777 members 
Mstep: Class 16 contains 62504 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 431Q: 21 clusters Score -1.496879e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 142610 members 
Mstep: Class 3 contains 204963 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178376 members 
Mstep: Class 12 contains 176054 members 
Mstep: Class 13 contains 78661 members 
Mstep: Class 14 contains 212877 members 
Mstep: Class 15 contains 53775 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687712.000000 Penalty: 69388.398438
Iteration 432Q: 21 clusters Score -1.496877e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 142610 members 
Mstep: Class 3 contains 204970 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178379 members 
Mstep: Class 12 contains 176054 members 
Mstep: Class 13 contains 78660 members 
Mstep: Class 14 contains 212874 members 
Mstep: Class 15 contains 53775 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687728.000000 Penalty: 69388.398438
Iteration 433Q: 21 clusters Score -1.496877e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 142616 members 
Mstep: Class 3 contains 204976 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178381 members 
Mstep: Class 12 contains 176051 members 
Mstep: Class 13 contains 78658 members 
Mstep: Class 14 contains 212871 members 
Mstep: Class 15 contains 53774 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687760.000000 Penalty: 69388.398438
Iteration 434Q: 21 clusters Score -1.496878e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 142611 members 
Mstep: Class 3 contains 204982 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178388 members 
Mstep: Class 12 contains 176051 members 
Mstep: Class 13 contains 78651 members 
Mstep: Class 14 contains 212874 members 
Mstep: Class 15 contains 53775 members 
Mstep: Class 16 contains 62499 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687840.000000 Penalty: 69388.398438
Iteration 435Q: 21 clusters Score -1.496878e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 142612 members 
Mstep: Class 3 contains 204978 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178396 members 
Mstep: Class 12 contains 176043 members 
Mstep: Class 13 contains 78647 members 
Mstep: Class 14 contains 212887 members 
Mstep: Class 15 contains 53772 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 436Q: 21 clusters Score -1.496878e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 142614 members 
Mstep: Class 3 contains 204978 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178397 members 
Mstep: Class 12 contains 176039 members 
Mstep: Class 13 contains 78643 members 
Mstep: Class 14 contains 212898 members 
Mstep: Class 15 contains 53773 members 
Mstep: Class 16 contains 62494 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687760.000000 Penalty: 69388.398438
Iteration 437Q: 21 clusters Score -1.496878e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 142613 members 
Mstep: Class 3 contains 204985 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178399 members 
Mstep: Class 12 contains 176041 members 
Mstep: Class 13 contains 78640 members 
Mstep: Class 14 contains 212887 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 16 contains 62496 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687808.000000 Penalty: 69388.398438
Iteration 438Q: 21 clusters Score -1.496878e+08 nChanged 109
Entering ConstructFrom: 
Score: -149687808.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Entering Unmasked Estep 
Score: -7163144.000000 Penalty: 2708.250488
	Iteration 0F: 2 clusters Score -7163144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -7126104.000000 Penalty: 5416.500977
	Iteration 0F: 3 clusters Score -7126104 nChanged 25462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -7140116.000000 Penalty: 5416.500977
	Iteration 1F: 3 clusters Score -7140116 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -7140668.000000 Penalty: 5416.500977
	Iteration 2Q: 3 clusters Score -7140668 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -7141312.000000 Penalty: 5416.500977
	Iteration 3Q: 3 clusters Score -7141312 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -7141994.500000 Penalty: 5416.500977
	Iteration 4Q: 3 clusters Score -7141994 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -7142976.500000 Penalty: 5416.500977
	Iteration 5Q: 3 clusters Score -7142976 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -7144167.000000 Penalty: 5416.500977
	Iteration 6Q: 3 clusters Score -7144167 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -7145655.500000 Penalty: 5416.500977
	Iteration 7Q: 3 clusters Score -7145656 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -7147397.000000 Penalty: 5416.500977
	Iteration 8Q: 3 clusters Score -7147397 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -7149445.500000 Penalty: 5416.500977
	Iteration 9F: 3 clusters Score -7149446 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -7151508.500000 Penalty: 5416.500977
	Iteration 10F: 3 clusters Score -7151508 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -7153159.000000 Penalty: 5416.500977
	Iteration 11F: 3 clusters Score -7153159 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -7154362.000000 Penalty: 5416.500977
	Iteration 12Q: 3 clusters Score -7154362 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -7155043.000000 Penalty: 5416.500977
	Iteration 13Q: 3 clusters Score -7155043 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -7155381.000000 Penalty: 5416.500977
	Iteration 14Q: 3 clusters Score -7155381 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -7155625.000000 Penalty: 5416.500977
	Iteration 15Q: 3 clusters Score -7155625 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -7155806.000000 Penalty: 5416.500977
	Iteration 16Q: 3 clusters Score -7155806 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -7155928.500000 Penalty: 5416.500977
	Iteration 17Q: 3 clusters Score -7155928 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -7156088.500000 Penalty: 5416.500977
	Iteration 18Q: 3 clusters Score -7156088 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -7156199.500000 Penalty: 5416.500977
	Iteration 19Q: 3 clusters Score -7156200 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -7156337.500000 Penalty: 5416.500977
	Iteration 20F: 3 clusters Score -7156338 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -7156531.000000 Penalty: 5416.500977
	Iteration 21Q: 3 clusters Score -7156531 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -7156740.500000 Penalty: 5416.500977
	Iteration 22Q: 3 clusters Score -7156740 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -7156920.000000 Penalty: 5416.500977
	Iteration 23Q: 3 clusters Score -7156920 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -7157136.500000 Penalty: 5416.500977
	Iteration 24Q: 3 clusters Score -7157136 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7157381.500000 Penalty: 5416.500977
	Iteration 25Q: 3 clusters Score -7157382 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -7157631.500000 Penalty: 5416.500977
	Iteration 26Q: 3 clusters Score -7157632 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -7157850.500000 Penalty: 5416.500977
	Iteration 27Q: 3 clusters Score -7157850 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -7158085.500000 Penalty: 5416.500977
	Iteration 28Q: 3 clusters Score -7158086 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -7158318.000000 Penalty: 5416.500977
	Iteration 29Q: 3 clusters Score -7158318 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -7158563.000000 Penalty: 5416.500977
	Iteration 30Q: 3 clusters Score -7158563 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -7158829.000000 Penalty: 5416.500977
	Iteration 31Q: 3 clusters Score -7158829 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -7159047.500000 Penalty: 5416.500977
	Iteration 32Q: 3 clusters Score -7159048 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -7159229.500000 Penalty: 5416.500977
	Iteration 33Q: 3 clusters Score -7159230 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7159407.000000 Penalty: 5416.500977
	Iteration 34Q: 3 clusters Score -7159407 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7159568.500000 Penalty: 5416.500977
	Iteration 35Q: 3 clusters Score -7159568 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -7159744.500000 Penalty: 5416.500977
	Iteration 36Q: 3 clusters Score -7159744 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -7159888.000000 Penalty: 5416.500977
	Iteration 37Q: 3 clusters Score -7159888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7159969.000000 Penalty: 5416.500977
	Iteration 38Q: 3 clusters Score -7159969 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7160069.000000 Penalty: 5416.500977
	Iteration 39Q: 3 clusters Score -7160069 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7160163.000000 Penalty: 5416.500977
	Iteration 40F: 3 clusters Score -7160163 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7160230.000000 Penalty: 5416.500977
	Iteration 41Q: 3 clusters Score -7160230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7160298.000000 Penalty: 5416.500977
	Iteration 42Q: 3 clusters Score -7160298 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7160342.000000 Penalty: 5416.500977
	Iteration 43Q: 3 clusters Score -7160342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7160357.000000 Penalty: 5416.500977
	Iteration 44Q: 3 clusters Score -7160357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7160408.000000 Penalty: 5416.500977
	Iteration 45Q: 3 clusters Score -7160408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7160455.000000 Penalty: 5416.500977
	Iteration 46Q: 3 clusters Score -7160455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7160494.500000 Penalty: 5416.500977
	Iteration 47Q: 3 clusters Score -7160494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7160538.000000 Penalty: 5416.500977
	Iteration 48Q: 3 clusters Score -7160538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7160563.000000 Penalty: 5416.500977
	Iteration 49Q: 3 clusters Score -7160563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7160582.000000 Penalty: 5416.500977
	Iteration 50Q: 3 clusters Score -7160582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7160592.000000 Penalty: 5416.500977
	Iteration 51Q: 3 clusters Score -7160592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7160623.500000 Penalty: 5416.500977
	Iteration 52Q: 3 clusters Score -7160624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7160652.000000 Penalty: 5416.500977
	Iteration 53Q: 3 clusters Score -7160652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7160672.000000 Penalty: 5416.500977
	Iteration 54Q: 3 clusters Score -7160672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7160691.500000 Penalty: 5416.500977
	Iteration 55Q: 3 clusters Score -7160692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7160704.000000 Penalty: 5416.500977
	Iteration 56Q: 3 clusters Score -7160704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7160711.000000 Penalty: 5416.500977
	Iteration 57Q: 3 clusters Score -7160711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7160719.000000 Penalty: 5416.500977
	Iteration 58Q: 3 clusters Score -7160719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7160725.000000 Penalty: 5416.500977
	Iteration 59Q: 3 clusters Score -7160725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7160740.500000 Penalty: 5416.500977
	Iteration 60F: 3 clusters Score -7160740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7160755.000000 Penalty: 5416.500977
	Iteration 61Q: 3 clusters Score -7160755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7160757.000000 Penalty: 5416.500977
	Iteration 62Q: 3 clusters Score -7160757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7160754.500000 Penalty: 5416.500977
	Iteration 63Q: 3 clusters Score -7160754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7160769.000000 Penalty: 5416.500977
	Iteration 64Q: 3 clusters Score -7160769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7160768.500000 Penalty: 5416.500977
	Iteration 65Q: 3 clusters Score -7160768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7160770.000000 Penalty: 5416.500977
	Iteration 66Q: 3 clusters Score -7160770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7160764.500000 Penalty: 5416.500977
	Iteration 67Q: 3 clusters Score -7160764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7160769.500000 Penalty: 5416.500977
	Iteration 68Q: 3 clusters Score -7160770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7160780.000000 Penalty: 5416.500977
	Iteration 69Q: 3 clusters Score -7160780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7160779.000000 Penalty: 5416.500977
	Iteration 70Q: 3 clusters Score -7160779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7160780.500000 Penalty: 5416.500977
	Iteration 71Q: 3 clusters Score -7160780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7160790.500000 Penalty: 5416.500977
	Iteration 72Q: 3 clusters Score -7160790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7160792.500000 Penalty: 5416.500977
	Iteration 73Q: 3 clusters Score -7160792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7160785.000000 Penalty: 5416.500977
	Iteration 74Q: 3 clusters Score -7160785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7160796.500000 Penalty: 5416.500977
	Iteration 75Q: 3 clusters Score -7160796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7160792.000000 Penalty: 5416.500977
	Iteration 76Q: 3 clusters Score -7160792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7160796.000000 Penalty: 5416.500977
	Iteration 77Q: 3 clusters Score -7160796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7160800.000000 Penalty: 5416.500977
	Iteration 78Q: 3 clusters Score -7160800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7160792.000000 Penalty: 5416.500977
	Iteration 79Q: 3 clusters Score -7160792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7160804.500000 Penalty: 5416.500977
	Iteration 80F: 3 clusters Score -7160804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7160818.500000 Penalty: 5416.500977
	Iteration 81Q: 3 clusters Score -7160818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7160822.000000 Penalty: 5416.500977
	Iteration 82Q: 3 clusters Score -7160822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7160830.500000 Penalty: 5416.500977
	Iteration 83Q: 3 clusters Score -7160830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7160835.000000 Penalty: 5416.500977
	Iteration 84Q: 3 clusters Score -7160835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7160841.500000 Penalty: 5416.500977
	Iteration 85Q: 3 clusters Score -7160842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7160857.500000 Penalty: 5416.500977
	Iteration 86Q: 3 clusters Score -7160858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7160861.000000 Penalty: 5416.500977
	Iteration 87Q: 3 clusters Score -7160861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7160872.500000 Penalty: 5416.500977
	Iteration 88Q: 3 clusters Score -7160872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7160879.000000 Penalty: 5416.500977
	Iteration 89Q: 3 clusters Score -7160879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7160878.000000 Penalty: 5416.500977
	Iteration 90Q: 3 clusters Score -7160878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7160881.500000 Penalty: 5416.500977
	Iteration 91Q: 3 clusters Score -7160882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7160879.000000 Penalty: 5416.500977
	Iteration 92Q: 3 clusters Score -7160879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7160876.000000 Penalty: 5416.500977
	Iteration 93Q: 3 clusters Score -7160876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7160876.500000 Penalty: 5416.500977
	Iteration 94Q: 3 clusters Score -7160876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7160876.500000 Penalty: 5416.500977
	Iteration 95F: 3 clusters Score -7160876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (142609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Entering Unmasked Estep 
Score: -18272392.000000 Penalty: 2943.229736
	Iteration 0F: 2 clusters Score -1.827239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -18177702.000000 Penalty: 5886.459473
	Iteration 0F: 3 clusters Score -1.81777e+07 nChanged 67926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 74644 members 
Entering Unmasked Estep 
Score: -18217568.000000 Penalty: 5886.459473
	Iteration 1F: 3 clusters Score -1.821757e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -18219358.000000 Penalty: 5886.459473
	Iteration 2Q: 3 clusters Score -1.821936e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -18222066.000000 Penalty: 5886.459473
	Iteration 3Q: 3 clusters Score -1.822207e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -18226708.000000 Penalty: 5886.459473
	Iteration 4F: 3 clusters Score -1.822671e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -18234406.000000 Penalty: 5886.459473
	Iteration 5F: 3 clusters Score -1.823441e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 104574 members 
Entering Unmasked Estep 
Score: -18244948.000000 Penalty: 5886.459473
	Iteration 6F: 3 clusters Score -1.824495e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -18255084.000000 Penalty: 5886.459473
	Iteration 7F: 3 clusters Score -1.825508e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 117927 members 
Entering Unmasked Estep 
Score: -18261470.000000 Penalty: 5886.459473
	Iteration 8Q: 3 clusters Score -1.826147e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 120921 members 
Entering Unmasked Estep 
Score: -18264108.000000 Penalty: 5886.459473
	Iteration 9Q: 3 clusters Score -1.826411e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -18265284.000000 Penalty: 5886.459473
	Iteration 10Q: 3 clusters Score -1.826528e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 124936 members 
Entering Unmasked Estep 
Score: -18266166.000000 Penalty: 5886.459473
	Iteration 11Q: 3 clusters Score -1.826617e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 126581 members 
Entering Unmasked Estep 
Score: -18266854.000000 Penalty: 5886.459473
	Iteration 12Q: 3 clusters Score -1.826685e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -18267468.000000 Penalty: 5886.459473
	Iteration 13Q: 3 clusters Score -1.826747e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 129422 members 
Entering Unmasked Estep 
Score: -18267982.000000 Penalty: 5886.459473
	Iteration 14Q: 3 clusters Score -1.826798e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 130604 members 
Entering Unmasked Estep 
Score: -18268254.000000 Penalty: 5886.459473
	Iteration 15Q: 3 clusters Score -1.826825e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -18268684.000000 Penalty: 5886.459473
	Iteration 16Q: 3 clusters Score -1.826868e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 132649 members 
Entering Unmasked Estep 
Score: -18268896.000000 Penalty: 5886.459473
	Iteration 17Q: 3 clusters Score -1.82689e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 133542 members 
Entering Unmasked Estep 
Score: -18269170.000000 Penalty: 5886.459473
	Iteration 18Q: 3 clusters Score -1.826917e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -18269380.000000 Penalty: 5886.459473
	Iteration 19Q: 3 clusters Score -1.826938e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 135030 members 
Entering Unmasked Estep 
Score: -18269628.000000 Penalty: 5886.459473
	Iteration 20F: 3 clusters Score -1.826963e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 135664 members 
Entering Unmasked Estep 
Score: -18269812.000000 Penalty: 5886.459473
	Iteration 21Q: 3 clusters Score -1.826981e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -18269952.000000 Penalty: 5886.459473
	Iteration 22Q: 3 clusters Score -1.826995e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -18270030.000000 Penalty: 5886.459473
	Iteration 23Q: 3 clusters Score -1.827003e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -18270120.000000 Penalty: 5886.459473
	Iteration 24Q: 3 clusters Score -1.827012e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -18270202.000000 Penalty: 5886.459473
	Iteration 25Q: 3 clusters Score -1.82702e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 137770 members 
Entering Unmasked Estep 
Score: -18270216.000000 Penalty: 5886.459473
	Iteration 26Q: 3 clusters Score -1.827022e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 138037 members 
Entering Unmasked Estep 
Score: -18270274.000000 Penalty: 5886.459473
	Iteration 27Q: 3 clusters Score -1.827027e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 138253 members 
Entering Unmasked Estep 
Score: -18270268.000000 Penalty: 5886.459473
	Iteration 28Q: 3 clusters Score -1.827027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 138476 members 
Entering Unmasked Estep 
Score: -18270322.000000 Penalty: 5886.459473
	Iteration 29Q: 3 clusters Score -1.827032e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -18270356.000000 Penalty: 5886.459473
	Iteration 30Q: 3 clusters Score -1.827036e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
Score: -18270454.000000 Penalty: 5886.459473
	Iteration 31Q: 3 clusters Score -1.827045e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 138993 members 
Entering Unmasked Estep 
Score: -18270462.000000 Penalty: 5886.459473
	Iteration 32Q: 3 clusters Score -1.827046e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -18270452.000000 Penalty: 5886.459473
	Iteration 33Q: 3 clusters Score -1.827045e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 139251 members 
Entering Unmasked Estep 
Score: -18270472.000000 Penalty: 5886.459473
	Iteration 34Q: 3 clusters Score -1.827047e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 139362 members 
Entering Unmasked Estep 
Score: -18270478.000000 Penalty: 5886.459473
	Iteration 35Q: 3 clusters Score -1.827048e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -18270508.000000 Penalty: 5886.459473
	Iteration 36Q: 3 clusters Score -1.827051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 139541 members 
Entering Unmasked Estep 
Score: -18270548.000000 Penalty: 5886.459473
	Iteration 37Q: 3 clusters Score -1.827055e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 139615 members 
Entering Unmasked Estep 
Score: -18270554.000000 Penalty: 5886.459473
	Iteration 38Q: 3 clusters Score -1.827055e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 139688 members 
Entering Unmasked Estep 
Score: -18270570.000000 Penalty: 5886.459473
	Iteration 39Q: 3 clusters Score -1.827057e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 139750 members 
Entering Unmasked Estep 
Score: -18270574.000000 Penalty: 5886.459473
	Iteration 40F: 3 clusters Score -1.827057e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 139812 members 
Entering Unmasked Estep 
Score: -18270584.000000 Penalty: 5886.459473
	Iteration 41Q: 3 clusters Score -1.827058e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -18270594.000000 Penalty: 5886.459473
	Iteration 42Q: 3 clusters Score -1.827059e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -18270604.000000 Penalty: 5886.459473
	Iteration 43Q: 3 clusters Score -1.82706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 139937 members 
Entering Unmasked Estep 
Score: -18270578.000000 Penalty: 5886.459473
	Iteration 44Q: 3 clusters Score -1.827058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 139969 members 
Entering Unmasked Estep 
Score: -18270592.000000 Penalty: 5886.459473
	Iteration 45Q: 3 clusters Score -1.827059e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 140004 members 
Entering Unmasked Estep 
Score: -18270608.000000 Penalty: 5886.459473
	Iteration 46Q: 3 clusters Score -1.827061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 140044 members 
Entering Unmasked Estep 
Score: -18270602.000000 Penalty: 5886.459473
	Iteration 47Q: 3 clusters Score -1.82706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -18270612.000000 Penalty: 5886.459473
	Iteration 48Q: 3 clusters Score -1.827061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -18270628.000000 Penalty: 5886.459473
	Iteration 49Q: 3 clusters Score -1.827063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 140130 members 
Entering Unmasked Estep 
Score: -18270612.000000 Penalty: 5886.459473
	Iteration 50Q: 3 clusters Score -1.827061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 140154 members 
Entering Unmasked Estep 
Score: -18270622.000000 Penalty: 5886.459473
	Iteration 51Q: 3 clusters Score -1.827062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 140167 members 
Entering Unmasked Estep 
Score: -18270640.000000 Penalty: 5886.459473
	Iteration 52Q: 3 clusters Score -1.827064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 140180 members 
Entering Unmasked Estep 
Score: -18270634.000000 Penalty: 5886.459473
	Iteration 53Q: 3 clusters Score -1.827063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 140197 members 
Entering Unmasked Estep 
Score: -18270640.000000 Penalty: 5886.459473
	Iteration 54Q: 3 clusters Score -1.827064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 140212 members 
Entering Unmasked Estep 
Score: -18270648.000000 Penalty: 5886.459473
	Iteration 55Q: 3 clusters Score -1.827065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 140229 members 
Entering Unmasked Estep 
Score: -18270638.000000 Penalty: 5886.459473
	Iteration 56Q: 3 clusters Score -1.827064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 140249 members 
Entering Unmasked Estep 
Score: -18270658.000000 Penalty: 5886.459473
	Iteration 57Q: 3 clusters Score -1.827066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -18270656.000000 Penalty: 5886.459473
	Iteration 58Q: 3 clusters Score -1.827066e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -18270660.000000 Penalty: 5886.459473
	Iteration 59Q: 3 clusters Score -1.827066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 140312 members 
Entering Unmasked Estep 
Score: -18270666.000000 Penalty: 5886.459473
	Iteration 60F: 3 clusters Score -1.827067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 140333 members 
Entering Unmasked Estep 
Score: -18270678.000000 Penalty: 5886.459473
	Iteration 61Q: 3 clusters Score -1.827068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -18270684.000000 Penalty: 5886.459473
	Iteration 62Q: 3 clusters Score -1.827068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 140364 members 
Entering Unmasked Estep 
Score: -18270704.000000 Penalty: 5886.459473
	Iteration 63Q: 3 clusters Score -1.82707e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 140385 members 
Entering Unmasked Estep 
Score: -18270724.000000 Penalty: 5886.459473
	Iteration 64Q: 3 clusters Score -1.827072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 140401 members 
Entering Unmasked Estep 
Score: -18270704.000000 Penalty: 5886.459473
	Iteration 65Q: 3 clusters Score -1.82707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 140408 members 
Entering Unmasked Estep 
Score: -18270712.000000 Penalty: 5886.459473
	Iteration 66Q: 3 clusters Score -1.827071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 140418 members 
Entering Unmasked Estep 
Score: -18270692.000000 Penalty: 5886.459473
	Iteration 67Q: 3 clusters Score -1.827069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -18270694.000000 Penalty: 5886.459473
	Iteration 68Q: 3 clusters Score -1.827069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -18270696.000000 Penalty: 5886.459473
	Iteration 69Q: 3 clusters Score -1.82707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -18270706.000000 Penalty: 5886.459473
	Iteration 70Q: 3 clusters Score -1.827071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -18270694.000000 Penalty: 5886.459473
	Iteration 71Q: 3 clusters Score -1.827069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 140433 members 
Entering Unmasked Estep 
Score: -18270704.000000 Penalty: 5886.459473
	Iteration 72Q: 3 clusters Score -1.82707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 140434 members 
Entering Unmasked Estep 
Score: -18270700.000000 Penalty: 5886.459473
	Iteration 73Q: 3 clusters Score -1.82707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -18270694.000000 Penalty: 5886.459473
	Iteration 74Q: 3 clusters Score -1.827069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 140436 members 
Entering Unmasked Estep 
Score: -18270676.000000 Penalty: 5886.459473
	Iteration 75Q: 3 clusters Score -1.827068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 140438 members 
Entering Unmasked Estep 
Score: -18270690.000000 Penalty: 5886.459473
	Iteration 76Q: 3 clusters Score -1.827069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -18270684.000000 Penalty: 5886.459473
	Iteration 77Q: 3 clusters Score -1.827068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -18270690.000000 Penalty: 5886.459473
	Iteration 78Q: 3 clusters Score -1.827069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 140449 members 
Entering Unmasked Estep 
Score: -18270674.000000 Penalty: 5886.459473
	Iteration 79Q: 3 clusters Score -1.827067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 140449 members 
Entering Unmasked Estep 
Score: -18270674.000000 Penalty: 5886.459473
	Iteration 80F: 3 clusters Score -1.827067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (204986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204986 members 
Entering Unmasked Estep 
Score: -26203048.000000 Penalty: 3033.212891
	Iteration 0F: 2 clusters Score -2.620305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -26069308.000000 Penalty: 6066.425781
	Iteration 0F: 3 clusters Score -2.606931e+07 nChanged 98465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 103806 members 
Entering Unmasked Estep 
Score: -26126910.000000 Penalty: 6066.425781
	Iteration 1F: 3 clusters Score -2.612691e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -26127538.000000 Penalty: 6066.425781
	Iteration 2Q: 3 clusters Score -2.612754e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -26128522.000000 Penalty: 6066.425781
	Iteration 3Q: 3 clusters Score -2.612852e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97614 members 
Mstep: Class 2 contains 107372 members 
Entering Unmasked Estep 
Score: -26129946.000000 Penalty: 6066.425781
	Iteration 4Q: 3 clusters Score -2.612995e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -26131584.000000 Penalty: 6066.425781
	Iteration 5Q: 3 clusters Score -2.613158e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -26134394.000000 Penalty: 6066.425781
	Iteration 6Q: 3 clusters Score -2.613439e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -26139252.000000 Penalty: 6066.425781
	Iteration 7Q: 3 clusters Score -2.613925e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -26147668.000000 Penalty: 6066.425781
	Iteration 8F: 3 clusters Score -2.614767e+07 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -26158428.000000 Penalty: 6066.425781
	Iteration 9F: 3 clusters Score -2.615843e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -26167220.000000 Penalty: 6066.425781
	Iteration 10F: 3 clusters Score -2.616722e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 136869 members 
Entering Unmasked Estep 
Score: -26170712.000000 Penalty: 6066.425781
	Iteration 11Q: 3 clusters Score -2.617071e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 140089 members 
Entering Unmasked Estep 
Score: -26172238.000000 Penalty: 6066.425781
	Iteration 12Q: 3 clusters Score -2.617224e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -26173502.000000 Penalty: 6066.425781
	Iteration 13Q: 3 clusters Score -2.61735e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 146867 members 
Entering Unmasked Estep 
Score: -26174934.000000 Penalty: 6066.425781
	Iteration 14Q: 3 clusters Score -2.617493e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 150451 members 
Entering Unmasked Estep 
Score: -26176384.000000 Penalty: 6066.425781
	Iteration 15Q: 3 clusters Score -2.617638e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 154213 members 
Entering Unmasked Estep 
Score: -26177804.000000 Penalty: 6066.425781
	Iteration 16Q: 3 clusters Score -2.61778e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -26179880.000000 Penalty: 6066.425781
	Iteration 17Q: 3 clusters Score -2.617988e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -26181944.000000 Penalty: 6066.425781
	Iteration 18Q: 3 clusters Score -2.618194e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -26184284.000000 Penalty: 6066.425781
	Iteration 19Q: 3 clusters Score -2.618428e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -26186868.000000 Penalty: 6066.425781
	Iteration 20F: 3 clusters Score -2.618687e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 174086 members 
Entering Unmasked Estep 
Score: -26189604.000000 Penalty: 6066.425781
	Iteration 21Q: 3 clusters Score -2.61896e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -26192178.000000 Penalty: 6066.425781
	Iteration 22Q: 3 clusters Score -2.619218e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
Score: -26194668.000000 Penalty: 6066.425781
	Iteration 23Q: 3 clusters Score -2.619467e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -26197072.000000 Penalty: 6066.425781
	Iteration 24Q: 3 clusters Score -2.619707e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 185394 members 
Entering Unmasked Estep 
Score: -26199232.000000 Penalty: 6066.425781
	Iteration 25Q: 3 clusters Score -2.619923e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 186918 members 
Entering Unmasked Estep 
Score: -26200794.000000 Penalty: 6066.425781
	Iteration 26Q: 3 clusters Score -2.620079e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 187940 members 
Entering Unmasked Estep 
Score: -26201812.000000 Penalty: 6066.425781
	Iteration 27Q: 3 clusters Score -2.620181e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 188664 members 
Entering Unmasked Estep 
Score: -26202406.000000 Penalty: 6066.425781
	Iteration 28Q: 3 clusters Score -2.620241e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -26202830.000000 Penalty: 6066.425781
	Iteration 29Q: 3 clusters Score -2.620283e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 189719 members 
Entering Unmasked Estep 
Score: -26203134.000000 Penalty: 6066.425781
	Iteration 30Q: 3 clusters Score -2.620313e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -26203322.000000 Penalty: 6066.425781
	Iteration 31Q: 3 clusters Score -2.620332e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 190501 members 
Entering Unmasked Estep 
Score: -26203388.000000 Penalty: 6066.425781
	Iteration 32Q: 3 clusters Score -2.620339e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 190815 members 
Entering Unmasked Estep 
Score: -26203304.000000 Penalty: 6066.425781
	Iteration 33Q: 3 clusters Score -2.62033e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 191101 members 
Entering Unmasked Estep 
Score: -26203360.000000 Penalty: 6066.425781
	Iteration 34Q: 3 clusters Score -2.620336e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 191393 members 
Entering Unmasked Estep 
Score: -26203408.000000 Penalty: 6066.425781
	Iteration 35Q: 3 clusters Score -2.620341e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 191674 members 
Entering Unmasked Estep 
Score: -26203442.000000 Penalty: 6066.425781
	Iteration 36Q: 3 clusters Score -2.620344e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 191926 members 
Entering Unmasked Estep 
Score: -26203458.000000 Penalty: 6066.425781
	Iteration 37Q: 3 clusters Score -2.620346e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 192177 members 
Entering Unmasked Estep 
Score: -26203420.000000 Penalty: 6066.425781
	Iteration 38Q: 3 clusters Score -2.620342e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 192409 members 
Entering Unmasked Estep 
Score: -26203388.000000 Penalty: 6066.425781
	Iteration 39Q: 3 clusters Score -2.620339e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 192626 members 
Entering Unmasked Estep 
Score: -26203474.000000 Penalty: 6066.425781
	Iteration 40F: 3 clusters Score -2.620347e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 192705 members 
Entering Unmasked Estep 
Score: -26203466.000000 Penalty: 6066.425781
	Iteration 41Q: 3 clusters Score -2.620347e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 192843 members 
Entering Unmasked Estep 
Score: -26203500.000000 Penalty: 6066.425781
	Iteration 42Q: 3 clusters Score -2.62035e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 192983 members 
Entering Unmasked Estep 
Score: -26203500.000000 Penalty: 6066.425781
	Iteration 43Q: 3 clusters Score -2.62035e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 193091 members 
Entering Unmasked Estep 
Score: -26203512.000000 Penalty: 6066.425781
	Iteration 44Q: 3 clusters Score -2.620351e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 193207 members 
Entering Unmasked Estep 
Score: -26203504.000000 Penalty: 6066.425781
	Iteration 45Q: 3 clusters Score -2.62035e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 193307 members 
Entering Unmasked Estep 
Score: -26203484.000000 Penalty: 6066.425781
	Iteration 46Q: 3 clusters Score -2.620348e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 193389 members 
Entering Unmasked Estep 
Score: -26203454.000000 Penalty: 6066.425781
	Iteration 47Q: 3 clusters Score -2.620345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 193454 members 
Entering Unmasked Estep 
Score: -26203452.000000 Penalty: 6066.425781
	Iteration 48Q: 3 clusters Score -2.620345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 193514 members 
Entering Unmasked Estep 
Score: -26203470.000000 Penalty: 6066.425781
	Iteration 49Q: 3 clusters Score -2.620347e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -26203468.000000 Penalty: 6066.425781
	Iteration 50Q: 3 clusters Score -2.620347e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -26203456.000000 Penalty: 6066.425781
	Iteration 51Q: 3 clusters Score -2.620346e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 193718 members 
Entering Unmasked Estep 
Score: -26203446.000000 Penalty: 6066.425781
	Iteration 52Q: 3 clusters Score -2.620345e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
Score: -26203446.000000 Penalty: 6066.425781
	Iteration 53Q: 3 clusters Score -2.620345e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 193848 members 
Entering Unmasked Estep 
Score: -26203424.000000 Penalty: 6066.425781
	Iteration 54Q: 3 clusters Score -2.620342e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 193916 members 
Entering Unmasked Estep 
Score: -26203404.000000 Penalty: 6066.425781
	Iteration 55Q: 3 clusters Score -2.62034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 193978 members 
Entering Unmasked Estep 
Score: -26203408.000000 Penalty: 6066.425781
	Iteration 56Q: 3 clusters Score -2.620341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 194040 members 
Entering Unmasked Estep 
Score: -26203420.000000 Penalty: 6066.425781
	Iteration 57Q: 3 clusters Score -2.620342e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 194103 members 
Entering Unmasked Estep 
Score: -26203392.000000 Penalty: 6066.425781
	Iteration 58Q: 3 clusters Score -2.620339e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 194147 members 
Entering Unmasked Estep 
Score: -26203388.000000 Penalty: 6066.425781
	Iteration 59Q: 3 clusters Score -2.620339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 194185 members 
Entering Unmasked Estep 
Score: -26203334.000000 Penalty: 6066.425781
	Iteration 60F: 3 clusters Score -2.620333e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 194224 members 
Entering Unmasked Estep 
Score: -26203348.000000 Penalty: 6066.425781
	Iteration 61Q: 3 clusters Score -2.620335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 194259 members 
Entering Unmasked Estep 
Score: -26203348.000000 Penalty: 6066.425781
	Iteration 62Q: 3 clusters Score -2.620335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 194298 members 
Entering Unmasked Estep 
Score: -26203330.000000 Penalty: 6066.425781
	Iteration 63Q: 3 clusters Score -2.620333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 194348 members 
Entering Unmasked Estep 
Score: -26203284.000000 Penalty: 6066.425781
	Iteration 64Q: 3 clusters Score -2.620328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 194387 members 
Entering Unmasked Estep 
Score: -26203306.000000 Penalty: 6066.425781
	Iteration 65Q: 3 clusters Score -2.620331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 194433 members 
Entering Unmasked Estep 
Score: -26203278.000000 Penalty: 6066.425781
	Iteration 66Q: 3 clusters Score -2.620328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 194472 members 
Entering Unmasked Estep 
Score: -26203300.000000 Penalty: 6066.425781
	Iteration 67Q: 3 clusters Score -2.62033e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 194506 members 
Entering Unmasked Estep 
Score: -26203290.000000 Penalty: 6066.425781
	Iteration 68Q: 3 clusters Score -2.620329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 194539 members 
Entering Unmasked Estep 
Score: -26203262.000000 Penalty: 6066.425781
	Iteration 69Q: 3 clusters Score -2.620326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 194569 members 
Entering Unmasked Estep 
Score: -26203262.000000 Penalty: 6066.425781
	Iteration 70Q: 3 clusters Score -2.620326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 194595 members 
Entering Unmasked Estep 
Score: -26203286.000000 Penalty: 6066.425781
	Iteration 71Q: 3 clusters Score -2.620329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 194622 members 
Entering Unmasked Estep 
Score: -26203288.000000 Penalty: 6066.425781
	Iteration 72Q: 3 clusters Score -2.620329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 194653 members 
Entering Unmasked Estep 
Score: -26203296.000000 Penalty: 6066.425781
	Iteration 73Q: 3 clusters Score -2.62033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
Score: -26203306.000000 Penalty: 6066.425781
	Iteration 74Q: 3 clusters Score -2.620331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 194698 members 
Entering Unmasked Estep 
Score: -26203296.000000 Penalty: 6066.425781
	Iteration 75Q: 3 clusters Score -2.62033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 194720 members 
Entering Unmasked Estep 
Score: -26203302.000000 Penalty: 6066.425781
	Iteration 76Q: 3 clusters Score -2.62033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 194736 members 
Entering Unmasked Estep 
Score: -26203300.000000 Penalty: 6066.425781
	Iteration 77Q: 3 clusters Score -2.62033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 194750 members 
Entering Unmasked Estep 
Score: -26203282.000000 Penalty: 6066.425781
	Iteration 78Q: 3 clusters Score -2.620328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 194758 members 
Entering Unmasked Estep 
Score: -26203294.000000 Penalty: 6066.425781
	Iteration 79Q: 3 clusters Score -2.620329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 194770 members 
Entering Unmasked Estep 
Score: -26203300.000000 Penalty: 6066.425781
	Iteration 80F: 3 clusters Score -2.62033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 194781 members 
Entering Unmasked Estep 
Score: -26203288.000000 Penalty: 6066.425781
	Iteration 81Q: 3 clusters Score -2.620329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -26203278.000000 Penalty: 6066.425781
	Iteration 82Q: 3 clusters Score -2.620328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 194798 members 
Entering Unmasked Estep 
Score: -26203304.000000 Penalty: 6066.425781
	Iteration 83Q: 3 clusters Score -2.62033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 194811 members 
Entering Unmasked Estep 
Score: -26203280.000000 Penalty: 6066.425781
	Iteration 84Q: 3 clusters Score -2.620328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 194832 members 
Entering Unmasked Estep 
Score: -26203280.000000 Penalty: 6066.425781
	Iteration 85Q: 3 clusters Score -2.620328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 194854 members 
Entering Unmasked Estep 
Score: -26203286.000000 Penalty: 6066.425781
	Iteration 86Q: 3 clusters Score -2.620329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -26203274.000000 Penalty: 6066.425781
	Iteration 87Q: 3 clusters Score -2.620327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 194899 members 
Entering Unmasked Estep 
Score: -26203294.000000 Penalty: 6066.425781
	Iteration 88Q: 3 clusters Score -2.620329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 194920 members 
Entering Unmasked Estep 
Score: -26203278.000000 Penalty: 6066.425781
	Iteration 89Q: 3 clusters Score -2.620328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 194943 members 
Entering Unmasked Estep 
Score: -26203274.000000 Penalty: 6066.425781
	Iteration 90Q: 3 clusters Score -2.620327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -26203262.000000 Penalty: 6066.425781
	Iteration 91Q: 3 clusters Score -2.620326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -26203270.000000 Penalty: 6066.425781
	Iteration 92Q: 3 clusters Score -2.620327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 195032 members 
Entering Unmasked Estep 
Score: -26203246.000000 Penalty: 6066.425781
	Iteration 93Q: 3 clusters Score -2.620325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 195059 members 
Entering Unmasked Estep 
Score: -26203246.000000 Penalty: 6066.425781
	Iteration 94Q: 3 clusters Score -2.620325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 195088 members 
Entering Unmasked Estep 
Score: -26203252.000000 Penalty: 6066.425781
	Iteration 95Q: 3 clusters Score -2.620325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 195112 members 
Entering Unmasked Estep 
Score: -26203244.000000 Penalty: 6066.425781
	Iteration 96Q: 3 clusters Score -2.620324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 195137 members 
Entering Unmasked Estep 
Score: -26203230.000000 Penalty: 6066.425781
	Iteration 97Q: 3 clusters Score -2.620323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 195158 members 
Entering Unmasked Estep 
Score: -26203240.000000 Penalty: 6066.425781
	Iteration 98Q: 3 clusters Score -2.620324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 195175 members 
Entering Unmasked Estep 
Score: -26203226.000000 Penalty: 6066.425781
	Iteration 99Q: 3 clusters Score -2.620323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
Score: -26203220.000000 Penalty: 6066.425781
	Iteration 100F: 3 clusters Score -2.620322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 195205 members 
Entering Unmasked Estep 
Score: -26203198.000000 Penalty: 6066.425781
	Iteration 101Q: 3 clusters Score -2.62032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 195216 members 
Entering Unmasked Estep 
Score: -26203198.000000 Penalty: 6066.425781
	Iteration 102Q: 3 clusters Score -2.62032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 195225 members 
Entering Unmasked Estep 
Score: -26203220.000000 Penalty: 6066.425781
	Iteration 103Q: 3 clusters Score -2.620322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 195234 members 
Entering Unmasked Estep 
Score: -26203212.000000 Penalty: 6066.425781
	Iteration 104Q: 3 clusters Score -2.620321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 195244 members 
Entering Unmasked Estep 
Score: -26203220.000000 Penalty: 6066.425781
	Iteration 105Q: 3 clusters Score -2.620322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 195254 members 
Entering Unmasked Estep 
Score: -26203206.000000 Penalty: 6066.425781
	Iteration 106Q: 3 clusters Score -2.620321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 195265 members 
Entering Unmasked Estep 
Score: -26203216.000000 Penalty: 6066.425781
	Iteration 107Q: 3 clusters Score -2.620322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 195274 members 
Entering Unmasked Estep 
Score: -26203206.000000 Penalty: 6066.425781
	Iteration 108Q: 3 clusters Score -2.620321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 195285 members 
Entering Unmasked Estep 
Score: -26203212.000000 Penalty: 6066.425781
	Iteration 109Q: 3 clusters Score -2.620321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 195301 members 
Entering Unmasked Estep 
Score: -26203220.000000 Penalty: 6066.425781
	Iteration 110Q: 3 clusters Score -2.620322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 195321 members 
Entering Unmasked Estep 
Score: -26203234.000000 Penalty: 6066.425781
	Iteration 111Q: 3 clusters Score -2.620323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 195332 members 
Entering Unmasked Estep 
Score: -26203216.000000 Penalty: 6066.425781
	Iteration 112Q: 3 clusters Score -2.620322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -26203230.000000 Penalty: 6066.425781
	Iteration 113Q: 3 clusters Score -2.620323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 195345 members 
Entering Unmasked Estep 
Score: -26203246.000000 Penalty: 6066.425781
	Iteration 114Q: 3 clusters Score -2.620325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 195357 members 
Entering Unmasked Estep 
Score: -26203230.000000 Penalty: 6066.425781
	Iteration 115Q: 3 clusters Score -2.620323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 195371 members 
Entering Unmasked Estep 
Score: -26203252.000000 Penalty: 6066.425781
	Iteration 116Q: 3 clusters Score -2.620325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 195381 members 
Entering Unmasked Estep 
Score: -26203238.000000 Penalty: 6066.425781
	Iteration 117Q: 3 clusters Score -2.620324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 195389 members 
Entering Unmasked Estep 
Score: -26203202.000000 Penalty: 6066.425781
	Iteration 118Q: 3 clusters Score -2.62032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 195399 members 
Entering Unmasked Estep 
Score: -26203208.000000 Penalty: 6066.425781
	Iteration 119Q: 3 clusters Score -2.620321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 195412 members 
Entering Unmasked Estep 
Score: -26203188.000000 Penalty: 6066.425781
	Iteration 120F: 3 clusters Score -2.620319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -26203200.000000 Penalty: 6066.425781
	Iteration 121Q: 3 clusters Score -2.62032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 195434 members 
Entering Unmasked Estep 
Score: -26203204.000000 Penalty: 6066.425781
	Iteration 122Q: 3 clusters Score -2.62032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 195445 members 
Entering Unmasked Estep 
Score: -26203198.000000 Penalty: 6066.425781
	Iteration 123Q: 3 clusters Score -2.62032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 195456 members 
Entering Unmasked Estep 
Score: -26203186.000000 Penalty: 6066.425781
	Iteration 124Q: 3 clusters Score -2.620319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 195466 members 
Entering Unmasked Estep 
Score: -26203204.000000 Penalty: 6066.425781
	Iteration 125Q: 3 clusters Score -2.62032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 195473 members 
Entering Unmasked Estep 
Score: -26203182.000000 Penalty: 6066.425781
	Iteration 126Q: 3 clusters Score -2.620318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 195481 members 
Entering Unmasked Estep 
Score: -26203184.000000 Penalty: 6066.425781
	Iteration 127Q: 3 clusters Score -2.620318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 195489 members 
Entering Unmasked Estep 
Score: -26203176.000000 Penalty: 6066.425781
	Iteration 128Q: 3 clusters Score -2.620318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -26203164.000000 Penalty: 6066.425781
	Iteration 129Q: 3 clusters Score -2.620316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 195509 members 
Entering Unmasked Estep 
Score: -26203178.000000 Penalty: 6066.425781
	Iteration 130Q: 3 clusters Score -2.620318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 195517 members 
Entering Unmasked Estep 
Score: -26203146.000000 Penalty: 6066.425781
	Iteration 131Q: 3 clusters Score -2.620315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 195521 members 
Entering Unmasked Estep 
Score: -26203170.000000 Penalty: 6066.425781
	Iteration 132Q: 3 clusters Score -2.620317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 195530 members 
Entering Unmasked Estep 
Score: -26203158.000000 Penalty: 6066.425781
	Iteration 133Q: 3 clusters Score -2.620316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 195537 members 
Entering Unmasked Estep 
Score: -26203172.000000 Penalty: 6066.425781
	Iteration 134Q: 3 clusters Score -2.620317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 195541 members 
Entering Unmasked Estep 
Score: -26203170.000000 Penalty: 6066.425781
	Iteration 135Q: 3 clusters Score -2.620317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 195542 members 
Entering Unmasked Estep 
Score: -26203168.000000 Penalty: 6066.425781
	Iteration 136Q: 3 clusters Score -2.620317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 195544 members 
Entering Unmasked Estep 
Score: -26203176.000000 Penalty: 6066.425781
	Iteration 137Q: 3 clusters Score -2.620318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 195545 members 
Entering Unmasked Estep 
Score: -26203170.000000 Penalty: 6066.425781
	Iteration 138Q: 3 clusters Score -2.620317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 195548 members 
Entering Unmasked Estep 
Score: -26203174.000000 Penalty: 6066.425781
	Iteration 139Q: 3 clusters Score -2.620317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 195553 members 
Entering Unmasked Estep 
Score: -26203172.000000 Penalty: 6066.425781
	Iteration 140F: 3 clusters Score -2.620317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 195557 members 
Entering Unmasked Estep 
Score: -26203162.000000 Penalty: 6066.425781
	Iteration 141Q: 3 clusters Score -2.620316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 195560 members 
Entering Unmasked Estep 
Score: -26203150.000000 Penalty: 6066.425781
	Iteration 142Q: 3 clusters Score -2.620315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 195563 members 
Entering Unmasked Estep 
Score: -26203170.000000 Penalty: 6066.425781
	Iteration 143Q: 3 clusters Score -2.620317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 195564 members 
Entering Unmasked Estep 
Score: -26203162.000000 Penalty: 6066.425781
	Iteration 144Q: 3 clusters Score -2.620316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 195565 members 
Entering Unmasked Estep 
Score: -26203164.000000 Penalty: 6066.425781
	Iteration 145Q: 3 clusters Score -2.620316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 195566 members 
Entering Unmasked Estep 
Score: -26203160.000000 Penalty: 6066.425781
	Iteration 146Q: 3 clusters Score -2.620316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 195569 members 
Entering Unmasked Estep 
Score: -26203156.000000 Penalty: 6066.425781
	Iteration 147Q: 3 clusters Score -2.620316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 195573 members 
Entering Unmasked Estep 
Score: -26203156.000000 Penalty: 6066.425781
	Iteration 148Q: 3 clusters Score -2.620316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 195576 members 
Entering Unmasked Estep 
Score: -26203162.000000 Penalty: 6066.425781
	Iteration 149Q: 3 clusters Score -2.620316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 195578 members 
Entering Unmasked Estep 
Score: -26203152.000000 Penalty: 6066.425781
	Iteration 150Q: 3 clusters Score -2.620315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 195580 members 
Entering Unmasked Estep 
Score: -26203152.000000 Penalty: 6066.425781
	Iteration 151Q: 3 clusters Score -2.620315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 195583 members 
Entering Unmasked Estep 
Score: -26203162.000000 Penalty: 6066.425781
	Iteration 152Q: 3 clusters Score -2.620316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 195584 members 
Entering Unmasked Estep 
Score: -26203156.000000 Penalty: 6066.425781
	Iteration 153Q: 3 clusters Score -2.620316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 195584 members 
Entering Unmasked Estep 
Score: -26203156.000000 Penalty: 6066.425781
	Iteration 154F: 3 clusters Score -2.620316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 142609 members 
Mstep: Class 3 contains 9402 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178397 members 
Mstep: Class 12 contains 176053 members 
Mstep: Class 13 contains 78637 members 
Mstep: Class 14 contains 212889 members 
Mstep: Class 15 contains 53777 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 195584 members 
Entering Unmasked Estep 
Score: -149687344.000000 Penalty: 72857.820312
Splitting cluster 3 changes total score from -149687808.000000 to -149687344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -554558.812500 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -554558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -550429.687500 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -550429.7 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -551408.812500 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -551408.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -551614.562500 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -551614.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -551732.375000 Penalty: 4165.499512
	Iteration 3Q: 3 clusters Score -551732.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -551828.437500 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -551828.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -551902.000000 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -551902 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -551959.062500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -551959.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -552013.750000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -552013.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -552070.500000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -552070.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -552119.750000 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -552119.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -552166.750000 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -552166.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -552210.250000 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -552210.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -552240.312500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -552240.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -552273.812500 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -552273.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -552314.875000 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -552314.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -552337.687500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -552337.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -552354.625000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -552354.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -552372.937500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -552372.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -552387.000000 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -552387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -552396.500000 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -552396.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -552409.125000 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -552409.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -552424.937500 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -552424.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -552457.750000 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -552457.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -552493.000000 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -552493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -552545.187500 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -552545.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -552607.125000 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -552607.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -552723.812500 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -552723.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -552961.250000 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -552961.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -553215.625000 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -553215.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -553395.687500 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -553395.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -553490.937500 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -553490.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -553551.500000 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -553551.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -553600.625000 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -553600.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -553635.562500 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -553635.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -553657.812500 Penalty: 4165.499512
	Iteration 34Q: 3 clusters Score -553657.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -553691.250000 Penalty: 4165.499512
	Iteration 35Q: 3 clusters Score -553691.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -553731.125000 Penalty: 4165.499512
	Iteration 36Q: 3 clusters Score -553731.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -553777.500000 Penalty: 4165.499512
	Iteration 37Q: 3 clusters Score -553777.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -553818.312500 Penalty: 4165.499512
	Iteration 38Q: 3 clusters Score -553818.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -553842.062500 Penalty: 4165.499512
	Iteration 39Q: 3 clusters Score -553842.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -553870.437500 Penalty: 4165.499512
	Iteration 40F: 3 clusters Score -553870.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -553901.687500 Penalty: 4165.499512
	Iteration 41Q: 3 clusters Score -553901.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -553932.500000 Penalty: 4165.499512
	Iteration 42Q: 3 clusters Score -553932.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -553962.062500 Penalty: 4165.499512
	Iteration 43Q: 3 clusters Score -553962.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -553985.562500 Penalty: 4165.499512
	Iteration 44Q: 3 clusters Score -553985.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -554024.500000 Penalty: 4165.499512
	Iteration 45Q: 3 clusters Score -554024.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -554058.062500 Penalty: 4165.499512
	Iteration 46Q: 3 clusters Score -554058.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -554080.312500 Penalty: 4165.499512
	Iteration 47Q: 3 clusters Score -554080.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -554093.312500 Penalty: 4165.499512
	Iteration 48Q: 3 clusters Score -554093.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -554101.312500 Penalty: 4165.499512
	Iteration 49Q: 3 clusters Score -554101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -554107.187500 Penalty: 4165.499512
	Iteration 50Q: 3 clusters Score -554107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -554110.937500 Penalty: 4165.499512
	Iteration 51Q: 3 clusters Score -554110.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -554115.437500 Penalty: 4165.499512
	Iteration 52Q: 3 clusters Score -554115.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -554122.625000 Penalty: 4165.499512
	Iteration 53Q: 3 clusters Score -554122.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -554131.625000 Penalty: 4165.499512
	Iteration 54Q: 3 clusters Score -554131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -554139.062500 Penalty: 4165.499512
	Iteration 55Q: 3 clusters Score -554139.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -554141.750000 Penalty: 4165.499512
	Iteration 56Q: 3 clusters Score -554141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -554147.187500 Penalty: 4165.499512
	Iteration 57Q: 3 clusters Score -554147.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -554151.000000 Penalty: 4165.499512
	Iteration 58Q: 3 clusters Score -554151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -554154.500000 Penalty: 4165.499512
	Iteration 59Q: 3 clusters Score -554154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -554157.062500 Penalty: 4165.499512
	Iteration 60F: 3 clusters Score -554157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -554158.875000 Penalty: 4165.499512
	Iteration 61Q: 3 clusters Score -554158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -554159.187500 Penalty: 4165.499512
	Iteration 62Q: 3 clusters Score -554159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -554160.562500 Penalty: 4165.499512
	Iteration 63Q: 3 clusters Score -554160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -554161.125000 Penalty: 4165.499512
	Iteration 64Q: 3 clusters Score -554161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -554163.687500 Penalty: 4165.499512
	Iteration 65Q: 3 clusters Score -554163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -554165.625000 Penalty: 4165.499512
	Iteration 66Q: 3 clusters Score -554165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -554168.812500 Penalty: 4165.499512
	Iteration 67Q: 3 clusters Score -554168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -554175.562500 Penalty: 4165.499512
	Iteration 68Q: 3 clusters Score -554175.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -554180.937500 Penalty: 4165.499512
	Iteration 69Q: 3 clusters Score -554180.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -554183.187500 Penalty: 4165.499512
	Iteration 70Q: 3 clusters Score -554183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -554187.250000 Penalty: 4165.499512
	Iteration 71Q: 3 clusters Score -554187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -554187.312500 Penalty: 4165.499512
	Iteration 72Q: 3 clusters Score -554187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -554188.812500 Penalty: 4165.499512
	Iteration 73Q: 3 clusters Score -554188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -554190.750000 Penalty: 4165.499512
	Iteration 74Q: 3 clusters Score -554190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -554191.125000 Penalty: 4165.499512
	Iteration 75Q: 3 clusters Score -554191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -554193.125000 Penalty: 4165.499512
	Iteration 76Q: 3 clusters Score -554193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -554194.187500 Penalty: 4165.499512
	Iteration 77Q: 3 clusters Score -554194.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -554194.187500 Penalty: 4165.499512
	Iteration 78F: 3 clusters Score -554194.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 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 304 members 
Entering Unmasked Estep 
Score: -62837.398438 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62837.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63091.320312 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63091.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63231.917969 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63231.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63441.261719 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -63441.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63705.078125 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -63705.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64055.308594 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -64055.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64190.074219 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -64190.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64326.496094 Penalty: 3167.056396
	Iteration 7F: 3 clusters Score -64326.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -64545.816406 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -64545.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -64670.136719 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -64670.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64682.031250 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -64682.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -64693.980469 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -64693.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64702.687500 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -64702.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64702.687500 Penalty: 3167.056396
	Iteration 13F: 3 clusters Score -64702.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 142609 members 
Mstep: Class 3 contains 204986 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178397 members 
Mstep: Class 12 contains 176053 members 
Mstep: Class 13 contains 78637 members 
Mstep: Class 14 contains 212889 members 
Mstep: Class 15 contains 53777 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 161 members 
Entering Unmasked Estep 
Score: -149686176.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687808.000000 to -149686176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -986686.187500 Penalty: 2215.940918
	Iteration 0F: 2 clusters Score -986686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -980549.312500 Penalty: 4431.881836
	Iteration 0F: 3 clusters Score -980549.3 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -982198.687500 Penalty: 4431.881836
	Iteration 1F: 3 clusters Score -982198.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -982457.125000 Penalty: 4431.881836
	Iteration 2F: 3 clusters Score -982457.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -982658.625000 Penalty: 4431.881836
	Iteration 3F: 3 clusters Score -982658.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -982860.375000 Penalty: 4431.881836
	Iteration 4Q: 3 clusters Score -982860.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -983083.937500 Penalty: 4431.881836
	Iteration 5Q: 3 clusters Score -983083.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -983367.562500 Penalty: 4431.881836
	Iteration 6F: 3 clusters Score -983367.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -983646.062500 Penalty: 4431.881836
	Iteration 7Q: 3 clusters Score -983646.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -983884.500000 Penalty: 4431.881836
	Iteration 8Q: 3 clusters Score -983884.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -984076.125000 Penalty: 4431.881836
	Iteration 9Q: 3 clusters Score -984076.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -984246.750000 Penalty: 4431.881836
	Iteration 10Q: 3 clusters Score -984246.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -984405.937500 Penalty: 4431.881836
	Iteration 11Q: 3 clusters Score -984405.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -984535.187500 Penalty: 4431.881836
	Iteration 12Q: 3 clusters Score -984535.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -984626.562500 Penalty: 4431.881836
	Iteration 13Q: 3 clusters Score -984626.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -984685.187500 Penalty: 4431.881836
	Iteration 14Q: 3 clusters Score -984685.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -984722.812500 Penalty: 4431.881836
	Iteration 15Q: 3 clusters Score -984722.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -984756.062500 Penalty: 4431.881836
	Iteration 16Q: 3 clusters Score -984756.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -984767.562500 Penalty: 4431.881836
	Iteration 17Q: 3 clusters Score -984767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -984775.250000 Penalty: 4431.881836
	Iteration 18Q: 3 clusters Score -984775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -984785.687500 Penalty: 4431.881836
	Iteration 19Q: 3 clusters Score -984785.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -984798.000000 Penalty: 4431.881836
	Iteration 20F: 3 clusters Score -984798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -984805.937500 Penalty: 4431.881836
	Iteration 21Q: 3 clusters Score -984805.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -984813.500000 Penalty: 4431.881836
	Iteration 22Q: 3 clusters Score -984813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -984817.500000 Penalty: 4431.881836
	Iteration 23Q: 3 clusters Score -984817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -984819.875000 Penalty: 4431.881836
	Iteration 24Q: 3 clusters Score -984819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -984822.937500 Penalty: 4431.881836
	Iteration 25Q: 3 clusters Score -984822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -984827.875000 Penalty: 4431.881836
	Iteration 26Q: 3 clusters Score -984827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -984827.875000 Penalty: 4431.881836
	Iteration 27F: 3 clusters Score -984827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21921.460938 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -21921.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22083.773438 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22083.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22183.265625 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -22183.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22228.486328 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22228.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22239.125000 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22239.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22252.898438 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22259.580078 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22259.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22259.580078 Penalty: 2734.660645
	Iteration 7F: 3 clusters Score -22259.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -221388.328125 Penalty: 1867.159546
	Iteration 0F: 2 clusters Score -221388.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218881.765625 Penalty: 3734.319092
	Iteration 0F: 3 clusters Score -218881.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -219314.468750 Penalty: 3734.319092
	Iteration 1F: 3 clusters Score -219314.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219413.156250 Penalty: 3734.319092
	Iteration 2F: 3 clusters Score -219413.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219481.000000 Penalty: 3734.319092
	Iteration 3Q: 3 clusters Score -219481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -219508.187500 Penalty: 3734.319092
	Iteration 4Q: 3 clusters Score -219508.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219523.218750 Penalty: 3734.319092
	Iteration 5Q: 3 clusters Score -219523.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219537.718750 Penalty: 3734.319092
	Iteration 6Q: 3 clusters Score -219537.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219549.265625 Penalty: 3734.319092
	Iteration 7Q: 3 clusters Score -219549.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219560.781250 Penalty: 3734.319092
	Iteration 8Q: 3 clusters Score -219560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219570.015625 Penalty: 3734.319092
	Iteration 9Q: 3 clusters Score -219570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219575.515625 Penalty: 3734.319092
	Iteration 10Q: 3 clusters Score -219575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219576.390625 Penalty: 3734.319092
	Iteration 11Q: 3 clusters Score -219576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219577.500000 Penalty: 3734.319092
	Iteration 12Q: 3 clusters Score -219577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219579.796875 Penalty: 3734.319092
	Iteration 13Q: 3 clusters Score -219579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219580.828125 Penalty: 3734.319092
	Iteration 14Q: 3 clusters Score -219580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219581.718750 Penalty: 3734.319092
	Iteration 15Q: 3 clusters Score -219581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219582.140625 Penalty: 3734.319092
	Iteration 16Q: 3 clusters Score -219582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219582.140625 Penalty: 3734.319092
	Iteration 17F: 3 clusters Score -219582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 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 271 members 
Entering Unmasked Estep 
Score: -56670.925781 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56670.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56874.207031 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -56874.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56947.589844 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -56947.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56998.980469 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -56998.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57019.011719 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -57019.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57036.812500 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -57036.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57044.906250 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -57044.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57050.285156 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -57050.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57050.843750 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -57050.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57050.843750 Penalty: 3116.930664
	Iteration 9F: 3 clusters Score -57050.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73376.000000 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73376 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73728.882812 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73728.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73950.117188 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73950.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74058.046875 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -74058.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74126.843750 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -74126.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74189.890625 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -74189.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74218.773438 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -74218.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74255.835938 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -74255.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74275.890625 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -74275.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -74292.421875 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -74292.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74307.375000 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -74307.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -74326.468750 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -74326.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74334.234375 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -74334.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74352.867188 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -74352.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74362.265625 Penalty: 3217.891357
	Iteration 14Q: 3 clusters Score -74362.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74362.890625 Penalty: 3217.891357
	Iteration 15F: 3 clusters Score -74362.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74510.398438 Penalty: 3217.891357
	Iteration 16Q: 3 clusters Score -74510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74524.078125 Penalty: 3217.891357
	Iteration 17Q: 3 clusters Score -74524.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74525.601562 Penalty: 3217.891357
	Iteration 18Q: 3 clusters Score -74525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74525.601562 Penalty: 3217.891357
	Iteration 19F: 3 clusters Score -74525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -22823444.000000 Penalty: 2998.758057
	Iteration 0F: 2 clusters Score -2.282344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -22705552.000000 Penalty: 5997.516113
	Iteration 0F: 3 clusters Score -2.270555e+07 nChanged 85252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -22757498.000000 Penalty: 5997.516113
	Iteration 1F: 3 clusters Score -2.27575e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 84632 members 
Entering Unmasked Estep 
Score: -22760420.000000 Penalty: 5997.516113
	Iteration 2Q: 3 clusters Score -2.276042e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -22764660.000000 Penalty: 5997.516113
	Iteration 3F: 3 clusters Score -2.276466e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -22770828.000000 Penalty: 5997.516113
	Iteration 4F: 3 clusters Score -2.277083e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -22779020.000000 Penalty: 5997.516113
	Iteration 5F: 3 clusters Score -2.277902e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -22788920.000000 Penalty: 5997.516113
	Iteration 6F: 3 clusters Score -2.278892e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -22798156.000000 Penalty: 5997.516113
	Iteration 7F: 3 clusters Score -2.279816e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -22803992.000000 Penalty: 5997.516113
	Iteration 8Q: 3 clusters Score -2.280399e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -22806642.000000 Penalty: 5997.516113
	Iteration 9Q: 3 clusters Score -2.280664e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -22808280.000000 Penalty: 5997.516113
	Iteration 10Q: 3 clusters Score -2.280828e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137076 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -22809642.000000 Penalty: 5997.516113
	Iteration 11Q: 3 clusters Score -2.280964e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140459 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -22810934.000000 Penalty: 5997.516113
	Iteration 12Q: 3 clusters Score -2.281093e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -22811934.000000 Penalty: 5997.516113
	Iteration 13Q: 3 clusters Score -2.281193e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -22813140.000000 Penalty: 5997.516113
	Iteration 14Q: 3 clusters Score -2.281314e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -22814276.000000 Penalty: 5997.516113
	Iteration 15Q: 3 clusters Score -2.281428e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -22815464.000000 Penalty: 5997.516113
	Iteration 16Q: 3 clusters Score -2.281546e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -22816592.000000 Penalty: 5997.516113
	Iteration 17Q: 3 clusters Score -2.281659e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -22817430.000000 Penalty: 5997.516113
	Iteration 18Q: 3 clusters Score -2.281743e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158891 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -22818074.000000 Penalty: 5997.516113
	Iteration 19Q: 3 clusters Score -2.281807e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160657 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -22818812.000000 Penalty: 5997.516113
	Iteration 20F: 3 clusters Score -2.281881e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -22819396.000000 Penalty: 5997.516113
	Iteration 21Q: 3 clusters Score -2.28194e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163619 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -22819872.000000 Penalty: 5997.516113
	Iteration 22Q: 3 clusters Score -2.281987e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164834 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -22820118.000000 Penalty: 5997.516113
	Iteration 23Q: 3 clusters Score -2.282012e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -22820452.000000 Penalty: 5997.516113
	Iteration 24Q: 3 clusters Score -2.282045e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -22820712.000000 Penalty: 5997.516113
	Iteration 25Q: 3 clusters Score -2.282071e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -22820908.000000 Penalty: 5997.516113
	Iteration 26Q: 3 clusters Score -2.282091e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168238 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -22821000.000000 Penalty: 5997.516113
	Iteration 27Q: 3 clusters Score -2.2821e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168847 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -22820962.000000 Penalty: 5997.516113
	Iteration 28Q: 3 clusters Score -2.282096e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -22821026.000000 Penalty: 5997.516113
	Iteration 29Q: 3 clusters Score -2.282103e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -22821084.000000 Penalty: 5997.516113
	Iteration 30Q: 3 clusters Score -2.282108e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -22821124.000000 Penalty: 5997.516113
	Iteration 31Q: 3 clusters Score -2.282112e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170475 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -22821092.000000 Penalty: 5997.516113
	Iteration 32Q: 3 clusters Score -2.282109e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -22821142.000000 Penalty: 5997.516113
	Iteration 33Q: 3 clusters Score -2.282114e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171014 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -22821206.000000 Penalty: 5997.516113
	Iteration 34Q: 3 clusters Score -2.282121e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171236 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -22821242.000000 Penalty: 5997.516113
	Iteration 35Q: 3 clusters Score -2.282124e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -22821250.000000 Penalty: 5997.516113
	Iteration 36Q: 3 clusters Score -2.282125e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -22821236.000000 Penalty: 5997.516113
	Iteration 37Q: 3 clusters Score -2.282124e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -22821206.000000 Penalty: 5997.516113
	Iteration 38Q: 3 clusters Score -2.282121e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -22821250.000000 Penalty: 5997.516113
	Iteration 39Q: 3 clusters Score -2.282125e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -22821234.000000 Penalty: 5997.516113
	Iteration 40F: 3 clusters Score -2.282123e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22821216.000000 Penalty: 5997.516113
	Iteration 41Q: 3 clusters Score -2.282122e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -22821250.000000 Penalty: 5997.516113
	Iteration 42Q: 3 clusters Score -2.282125e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172343 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -22821210.000000 Penalty: 5997.516113
	Iteration 43Q: 3 clusters Score -2.282121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172443 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -22821202.000000 Penalty: 5997.516113
	Iteration 44Q: 3 clusters Score -2.28212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172546 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -22821214.000000 Penalty: 5997.516113
	Iteration 45Q: 3 clusters Score -2.282121e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172648 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -22821210.000000 Penalty: 5997.516113
	Iteration 46Q: 3 clusters Score -2.282121e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -22821232.000000 Penalty: 5997.516113
	Iteration 47Q: 3 clusters Score -2.282123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -22821250.000000 Penalty: 5997.516113
	Iteration 48Q: 3 clusters Score -2.282125e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22821302.000000 Penalty: 5997.516113
	Iteration 49Q: 3 clusters Score -2.28213e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -22821288.000000 Penalty: 5997.516113
	Iteration 50Q: 3 clusters Score -2.282129e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173057 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -22821326.000000 Penalty: 5997.516113
	Iteration 51Q: 3 clusters Score -2.282133e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173129 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -22821320.000000 Penalty: 5997.516113
	Iteration 52Q: 3 clusters Score -2.282132e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -22821320.000000 Penalty: 5997.516113
	Iteration 53Q: 3 clusters Score -2.282132e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173281 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -22821336.000000 Penalty: 5997.516113
	Iteration 54Q: 3 clusters Score -2.282134e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -22821310.000000 Penalty: 5997.516113
	Iteration 55Q: 3 clusters Score -2.282131e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173428 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22821292.000000 Penalty: 5997.516113
	Iteration 56Q: 3 clusters Score -2.282129e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -22821264.000000 Penalty: 5997.516113
	Iteration 57Q: 3 clusters Score -2.282126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -22821262.000000 Penalty: 5997.516113
	Iteration 58Q: 3 clusters Score -2.282126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173567 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -22821256.000000 Penalty: 5997.516113
	Iteration 59Q: 3 clusters Score -2.282126e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173613 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -22821240.000000 Penalty: 5997.516113
	Iteration 60F: 3 clusters Score -2.282124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -22821254.000000 Penalty: 5997.516113
	Iteration 61Q: 3 clusters Score -2.282125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173704 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -22821256.000000 Penalty: 5997.516113
	Iteration 62Q: 3 clusters Score -2.282126e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -22821298.000000 Penalty: 5997.516113
	Iteration 63Q: 3 clusters Score -2.28213e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -22821286.000000 Penalty: 5997.516113
	Iteration 64Q: 3 clusters Score -2.282129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -22821270.000000 Penalty: 5997.516113
	Iteration 65Q: 3 clusters Score -2.282127e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -22821236.000000 Penalty: 5997.516113
	Iteration 66Q: 3 clusters Score -2.282124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -22821268.000000 Penalty: 5997.516113
	Iteration 67Q: 3 clusters Score -2.282127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -22821268.000000 Penalty: 5997.516113
	Iteration 68Q: 3 clusters Score -2.282127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -22821272.000000 Penalty: 5997.516113
	Iteration 69Q: 3 clusters Score -2.282127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174014 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -22821262.000000 Penalty: 5997.516113
	Iteration 70Q: 3 clusters Score -2.282126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -22821280.000000 Penalty: 5997.516113
	Iteration 71Q: 3 clusters Score -2.282128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174076 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -22821288.000000 Penalty: 5997.516113
	Iteration 72Q: 3 clusters Score -2.282129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174118 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -22821264.000000 Penalty: 5997.516113
	Iteration 73Q: 3 clusters Score -2.282126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174154 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -22821260.000000 Penalty: 5997.516113
	Iteration 74Q: 3 clusters Score -2.282126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174182 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -22821250.000000 Penalty: 5997.516113
	Iteration 75Q: 3 clusters Score -2.282125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174208 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -22821232.000000 Penalty: 5997.516113
	Iteration 76Q: 3 clusters Score -2.282123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174230 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -22821258.000000 Penalty: 5997.516113
	Iteration 77Q: 3 clusters Score -2.282126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174243 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -22821278.000000 Penalty: 5997.516113
	Iteration 78Q: 3 clusters Score -2.282128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -22821280.000000 Penalty: 5997.516113
	Iteration 79Q: 3 clusters Score -2.282128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -22821270.000000 Penalty: 5997.516113
	Iteration 80F: 3 clusters Score -2.282127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174276 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -22821276.000000 Penalty: 5997.516113
	Iteration 81Q: 3 clusters Score -2.282128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174294 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -22821286.000000 Penalty: 5997.516113
	Iteration 82Q: 3 clusters Score -2.282129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174307 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -22821288.000000 Penalty: 5997.516113
	Iteration 83Q: 3 clusters Score -2.282129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174314 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22821286.000000 Penalty: 5997.516113
	Iteration 84Q: 3 clusters Score -2.282129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174322 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -22821288.000000 Penalty: 5997.516113
	Iteration 85Q: 3 clusters Score -2.282129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174332 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -22821296.000000 Penalty: 5997.516113
	Iteration 86Q: 3 clusters Score -2.28213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22821290.000000 Penalty: 5997.516113
	Iteration 87Q: 3 clusters Score -2.282129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174355 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -22821294.000000 Penalty: 5997.516113
	Iteration 88Q: 3 clusters Score -2.282129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174365 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -22821272.000000 Penalty: 5997.516113
	Iteration 89Q: 3 clusters Score -2.282127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174378 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -22821272.000000 Penalty: 5997.516113
	Iteration 90Q: 3 clusters Score -2.282127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174391 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -22821276.000000 Penalty: 5997.516113
	Iteration 91Q: 3 clusters Score -2.282128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -22821286.000000 Penalty: 5997.516113
	Iteration 92Q: 3 clusters Score -2.282129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174414 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -22821314.000000 Penalty: 5997.516113
	Iteration 93Q: 3 clusters Score -2.282131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174424 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -22821310.000000 Penalty: 5997.516113
	Iteration 94Q: 3 clusters Score -2.282131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174435 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -22821324.000000 Penalty: 5997.516113
	Iteration 95Q: 3 clusters Score -2.282132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174443 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -22821304.000000 Penalty: 5997.516113
	Iteration 96Q: 3 clusters Score -2.28213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174451 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -22821310.000000 Penalty: 5997.516113
	Iteration 97Q: 3 clusters Score -2.282131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -22821310.000000 Penalty: 5997.516113
	Iteration 98Q: 3 clusters Score -2.282131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174478 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -22821306.000000 Penalty: 5997.516113
	Iteration 99Q: 3 clusters Score -2.282131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174496 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -22821300.000000 Penalty: 5997.516113
	Iteration 100F: 3 clusters Score -2.28213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174519 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -22821320.000000 Penalty: 5997.516113
	Iteration 101Q: 3 clusters Score -2.282132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -22821312.000000 Penalty: 5997.516113
	Iteration 102Q: 3 clusters Score -2.282131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174558 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -22821322.000000 Penalty: 5997.516113
	Iteration 103Q: 3 clusters Score -2.282132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174578 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -22821286.000000 Penalty: 5997.516113
	Iteration 104Q: 3 clusters Score -2.282129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174605 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -22821296.000000 Penalty: 5997.516113
	Iteration 105Q: 3 clusters Score -2.28213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -22821336.000000 Penalty: 5997.516113
	Iteration 106Q: 3 clusters Score -2.282134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -22821344.000000 Penalty: 5997.516113
	Iteration 107Q: 3 clusters Score -2.282134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -22821330.000000 Penalty: 5997.516113
	Iteration 108Q: 3 clusters Score -2.282133e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -22821310.000000 Penalty: 5997.516113
	Iteration 109Q: 3 clusters Score -2.282131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174711 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -22821322.000000 Penalty: 5997.516113
	Iteration 110Q: 3 clusters Score -2.282132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -22821338.000000 Penalty: 5997.516113
	Iteration 111Q: 3 clusters Score -2.282134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174738 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -22821340.000000 Penalty: 5997.516113
	Iteration 112Q: 3 clusters Score -2.282134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174754 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -22821332.000000 Penalty: 5997.516113
	Iteration 113Q: 3 clusters Score -2.282133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -22821312.000000 Penalty: 5997.516113
	Iteration 114Q: 3 clusters Score -2.282131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174774 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -22821330.000000 Penalty: 5997.516113
	Iteration 115Q: 3 clusters Score -2.282133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174783 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -22821342.000000 Penalty: 5997.516113
	Iteration 116Q: 3 clusters Score -2.282134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174797 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -22821328.000000 Penalty: 5997.516113
	Iteration 117Q: 3 clusters Score -2.282133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -22821322.000000 Penalty: 5997.516113
	Iteration 118Q: 3 clusters Score -2.282132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174826 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -22821316.000000 Penalty: 5997.516113
	Iteration 119Q: 3 clusters Score -2.282132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -22821326.000000 Penalty: 5997.516113
	Iteration 120F: 3 clusters Score -2.282133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -22821334.000000 Penalty: 5997.516113
	Iteration 121Q: 3 clusters Score -2.282133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174843 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22821324.000000 Penalty: 5997.516113
	Iteration 122Q: 3 clusters Score -2.282132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -22821316.000000 Penalty: 5997.516113
	Iteration 123Q: 3 clusters Score -2.282132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174845 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -22821316.000000 Penalty: 5997.516113
	Iteration 124Q: 3 clusters Score -2.282132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174845 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -22821316.000000 Penalty: 5997.516113
	Iteration 125F: 3 clusters Score -2.282132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176053 members 
Entering Unmasked Estep 
Score: -22637000.000000 Penalty: 2995.478027
	Iteration 0F: 2 clusters Score -2.2637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -22521058.000000 Penalty: 5990.956055
	Iteration 0F: 3 clusters Score -2.252106e+07 nChanged 84470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -22570256.000000 Penalty: 5990.956055
	Iteration 1F: 3 clusters Score -2.257026e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -22570912.000000 Penalty: 5990.956055
	Iteration 2Q: 3 clusters Score -2.257091e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -22571740.000000 Penalty: 5990.956055
	Iteration 3Q: 3 clusters Score -2.257174e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 92206 members 
Entering Unmasked Estep 
Score: -22572802.000000 Penalty: 5990.956055
	Iteration 4Q: 3 clusters Score -2.25728e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -22574094.000000 Penalty: 5990.956055
	Iteration 5Q: 3 clusters Score -2.257409e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -22575968.000000 Penalty: 5990.956055
	Iteration 6Q: 3 clusters Score -2.257597e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 105117 members 
Entering Unmasked Estep 
Score: -22578788.000000 Penalty: 5990.956055
	Iteration 7Q: 3 clusters Score -2.257879e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -22583712.000000 Penalty: 5990.956055
	Iteration 8F: 3 clusters Score -2.258371e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 126036 members 
Entering Unmasked Estep 
Score: -22591856.000000 Penalty: 5990.956055
	Iteration 9F: 3 clusters Score -2.259186e+07 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 140861 members 
Entering Unmasked Estep 
Score: -22603918.000000 Penalty: 5990.956055
	Iteration 10F: 3 clusters Score -2.260392e+07 nChanged 14710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -22617546.000000 Penalty: 5990.956055
	Iteration 11F: 3 clusters Score -2.261755e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 166309 members 
Entering Unmasked Estep 
Score: -22628120.000000 Penalty: 5990.956055
	Iteration 12F: 3 clusters Score -2.262812e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -22632770.000000 Penalty: 5990.956055
	Iteration 13Q: 3 clusters Score -2.263277e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 173604 members 
Entering Unmasked Estep 
Score: -22634354.000000 Penalty: 5990.956055
	Iteration 14Q: 3 clusters Score -2.263435e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -22634970.000000 Penalty: 5990.956055
	Iteration 15Q: 3 clusters Score -2.263497e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -22635252.000000 Penalty: 5990.956055
	Iteration 16Q: 3 clusters Score -2.263525e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 174356 members 
Entering Unmasked Estep 
Score: -22635340.000000 Penalty: 5990.956055
	Iteration 17Q: 3 clusters Score -2.263534e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 174368 members 
Entering Unmasked Estep 
Score: -22635428.000000 Penalty: 5990.956055
	Iteration 18Q: 3 clusters Score -2.263543e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -22635460.000000 Penalty: 5990.956055
	Iteration 19Q: 3 clusters Score -2.263546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -22635474.000000 Penalty: 5990.956055
	Iteration 20F: 3 clusters Score -2.263547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -22635514.000000 Penalty: 5990.956055
	Iteration 21Q: 3 clusters Score -2.263551e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -22635518.000000 Penalty: 5990.956055
	Iteration 22Q: 3 clusters Score -2.263552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -22635516.000000 Penalty: 5990.956055
	Iteration 23Q: 3 clusters Score -2.263552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -22635528.000000 Penalty: 5990.956055
	Iteration 24Q: 3 clusters Score -2.263553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -22635538.000000 Penalty: 5990.956055
	Iteration 25Q: 3 clusters Score -2.263554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 174380 members 
Entering Unmasked Estep 
Score: -22635526.000000 Penalty: 5990.956055
	Iteration 26Q: 3 clusters Score -2.263553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -22635528.000000 Penalty: 5990.956055
	Iteration 27Q: 3 clusters Score -2.263553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 174393 members 
Entering Unmasked Estep 
Score: -22635530.000000 Penalty: 5990.956055
	Iteration 28Q: 3 clusters Score -2.263553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 174399 members 
Entering Unmasked Estep 
Score: -22635524.000000 Penalty: 5990.956055
	Iteration 29Q: 3 clusters Score -2.263552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -22635510.000000 Penalty: 5990.956055
	Iteration 30Q: 3 clusters Score -2.263551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -22635510.000000 Penalty: 5990.956055
	Iteration 31Q: 3 clusters Score -2.263551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -22635508.000000 Penalty: 5990.956055
	Iteration 32Q: 3 clusters Score -2.263551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 174415 members 
Entering Unmasked Estep 
Score: -22635504.000000 Penalty: 5990.956055
	Iteration 33Q: 3 clusters Score -2.26355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -22635510.000000 Penalty: 5990.956055
	Iteration 34Q: 3 clusters Score -2.263551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -22635506.000000 Penalty: 5990.956055
	Iteration 35Q: 3 clusters Score -2.263551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -22635506.000000 Penalty: 5990.956055
	Iteration 36F: 3 clusters Score -2.263551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Entering Unmasked Estep 
Score: -9821787.000000 Penalty: 2795.604248
	Iteration 0F: 2 clusters Score -9821787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -9769103.000000 Penalty: 5591.208496
	Iteration 0F: 3 clusters Score -9769103 nChanged 37135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -9789936.000000 Penalty: 5591.208496
	Iteration 1F: 3 clusters Score -9789936 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9790369.000000 Penalty: 5591.208496
	Iteration 2Q: 3 clusters Score -9790369 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -9790804.000000 Penalty: 5591.208496
	Iteration 3Q: 3 clusters Score -9790804 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -9791192.000000 Penalty: 5591.208496
	Iteration 4Q: 3 clusters Score -9791192 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -9791487.000000 Penalty: 5591.208496
	Iteration 5Q: 3 clusters Score -9791487 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -9791937.000000 Penalty: 5591.208496
	Iteration 6Q: 3 clusters Score -9791937 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -9792537.000000 Penalty: 5591.208496
	Iteration 7Q: 3 clusters Score -9792537 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -9793637.000000 Penalty: 5591.208496
	Iteration 8Q: 3 clusters Score -9793637 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9795287.000000 Penalty: 5591.208496
	Iteration 9Q: 3 clusters Score -9795287 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -9798308.000000 Penalty: 5591.208496
	Iteration 10F: 3 clusters Score -9798308 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -9802881.000000 Penalty: 5591.208496
	Iteration 11F: 3 clusters Score -9802881 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -9808674.000000 Penalty: 5591.208496
	Iteration 12F: 3 clusters Score -9808674 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -9813961.000000 Penalty: 5591.208496
	Iteration 13F: 3 clusters Score -9813961 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -9817062.000000 Penalty: 5591.208496
	Iteration 14Q: 3 clusters Score -9817062 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -9818419.000000 Penalty: 5591.208496
	Iteration 15Q: 3 clusters Score -9818419 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -9818975.000000 Penalty: 5591.208496
	Iteration 16Q: 3 clusters Score -9818975 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -9819169.000000 Penalty: 5591.208496
	Iteration 17Q: 3 clusters Score -9819169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -9819279.000000 Penalty: 5591.208496
	Iteration 18Q: 3 clusters Score -9819279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -9819322.000000 Penalty: 5591.208496
	Iteration 19Q: 3 clusters Score -9819322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
Score: -9819357.000000 Penalty: 5591.208496
	Iteration 20F: 3 clusters Score -9819357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -9819361.000000 Penalty: 5591.208496
	Iteration 21Q: 3 clusters Score -9819361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -9819392.000000 Penalty: 5591.208496
	Iteration 22Q: 3 clusters Score -9819392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -9819394.000000 Penalty: 5591.208496
	Iteration 23Q: 3 clusters Score -9819394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -9819407.000000 Penalty: 5591.208496
	Iteration 24Q: 3 clusters Score -9819407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -9819398.000000 Penalty: 5591.208496
	Iteration 25Q: 3 clusters Score -9819398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -9819409.000000 Penalty: 5591.208496
	Iteration 26Q: 3 clusters Score -9819409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -9819405.000000 Penalty: 5591.208496
	Iteration 27Q: 3 clusters Score -9819405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
Score: -9819409.000000 Penalty: 5591.208496
	Iteration 28Q: 3 clusters Score -9819409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 78389 members 
Entering Unmasked Estep 
Score: -9819404.000000 Penalty: 5591.208496
	Iteration 29Q: 3 clusters Score -9819404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -9819406.000000 Penalty: 5591.208496
	Iteration 30Q: 3 clusters Score -9819406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -9819416.000000 Penalty: 5591.208496
	Iteration 31Q: 3 clusters Score -9819416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -9819419.000000 Penalty: 5591.208496
	Iteration 32Q: 3 clusters Score -9819419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -9819419.000000 Penalty: 5591.208496
	Iteration 33Q: 3 clusters Score -9819419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -9819419.000000 Penalty: 5591.208496
	Iteration 34F: 3 clusters Score -9819419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212889 members 
Entering Unmasked Estep 
Score: -27379498.000000 Penalty: 3042.594482
	Iteration 0F: 2 clusters Score -2.73795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106430 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -27244238.000000 Penalty: 6085.188965
	Iteration 0F: 3 clusters Score -2.724424e+07 nChanged 102473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -27303576.000000 Penalty: 6085.188965
	Iteration 1F: 3 clusters Score -2.730358e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -27304342.000000 Penalty: 6085.188965
	Iteration 2Q: 3 clusters Score -2.730434e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -27305372.000000 Penalty: 6085.188965
	Iteration 3Q: 3 clusters Score -2.730537e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -27306644.000000 Penalty: 6085.188965
	Iteration 4Q: 3 clusters Score -2.730664e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -27308438.000000 Penalty: 6085.188965
	Iteration 5Q: 3 clusters Score -2.730844e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102179 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -27310822.000000 Penalty: 6085.188965
	Iteration 6Q: 3 clusters Score -2.731082e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 112833 members 
Entering Unmasked Estep 
Score: -27314700.000000 Penalty: 6085.188965
	Iteration 7Q: 3 clusters Score -2.73147e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -27320910.000000 Penalty: 6085.188965
	Iteration 8F: 3 clusters Score -2.732091e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -27329968.000000 Penalty: 6085.188965
	Iteration 9F: 3 clusters Score -2.732997e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -27340568.000000 Penalty: 6085.188965
	Iteration 10F: 3 clusters Score -2.734057e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -27346944.000000 Penalty: 6085.188965
	Iteration 11F: 3 clusters Score -2.734694e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -27349092.000000 Penalty: 6085.188965
	Iteration 12Q: 3 clusters Score -2.734909e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 129027 members 
Entering Unmasked Estep 
Score: -27350278.000000 Penalty: 6085.188965
	Iteration 13Q: 3 clusters Score -2.735028e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 131402 members 
Entering Unmasked Estep 
Score: -27350830.000000 Penalty: 6085.188965
	Iteration 14Q: 3 clusters Score -2.735083e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 133994 members 
Entering Unmasked Estep 
Score: -27351670.000000 Penalty: 6085.188965
	Iteration 15Q: 3 clusters Score -2.735167e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 136773 members 
Entering Unmasked Estep 
Score: -27352216.000000 Penalty: 6085.188965
	Iteration 16Q: 3 clusters Score -2.735222e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -27353068.000000 Penalty: 6085.188965
	Iteration 17Q: 3 clusters Score -2.735307e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -27354054.000000 Penalty: 6085.188965
	Iteration 18Q: 3 clusters Score -2.735405e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -27355158.000000 Penalty: 6085.188965
	Iteration 19Q: 3 clusters Score -2.735516e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 149917 members 
Entering Unmasked Estep 
Score: -27356192.000000 Penalty: 6085.188965
	Iteration 20F: 3 clusters Score -2.735619e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -27357548.000000 Penalty: 6085.188965
	Iteration 21Q: 3 clusters Score -2.735755e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -27358992.000000 Penalty: 6085.188965
	Iteration 22Q: 3 clusters Score -2.735899e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -27360468.000000 Penalty: 6085.188965
	Iteration 23Q: 3 clusters Score -2.736047e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -27361994.000000 Penalty: 6085.188965
	Iteration 24Q: 3 clusters Score -2.736199e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -27363632.000000 Penalty: 6085.188965
	Iteration 25Q: 3 clusters Score -2.736363e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 173061 members 
Entering Unmasked Estep 
Score: -27365216.000000 Penalty: 6085.188965
	Iteration 26Q: 3 clusters Score -2.736522e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -27366888.000000 Penalty: 6085.188965
	Iteration 27Q: 3 clusters Score -2.736689e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -27368476.000000 Penalty: 6085.188965
	Iteration 28Q: 3 clusters Score -2.736848e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 185896 members 
Entering Unmasked Estep 
Score: -27369832.000000 Penalty: 6085.188965
	Iteration 29Q: 3 clusters Score -2.736983e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 189895 members 
Entering Unmasked Estep 
Score: -27371050.000000 Penalty: 6085.188965
	Iteration 30Q: 3 clusters Score -2.737105e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 193702 members 
Entering Unmasked Estep 
Score: -27372208.000000 Penalty: 6085.188965
	Iteration 31Q: 3 clusters Score -2.737221e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 197044 members 
Entering Unmasked Estep 
Score: -27373158.000000 Penalty: 6085.188965
	Iteration 32Q: 3 clusters Score -2.737316e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 200075 members 
Entering Unmasked Estep 
Score: -27373998.000000 Penalty: 6085.188965
	Iteration 33Q: 3 clusters Score -2.7374e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 202648 members 
Entering Unmasked Estep 
Score: -27374646.000000 Penalty: 6085.188965
	Iteration 34Q: 3 clusters Score -2.737465e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 204863 members 
Entering Unmasked Estep 
Score: -27375206.000000 Penalty: 6085.188965
	Iteration 35Q: 3 clusters Score -2.737521e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 206581 members 
Entering Unmasked Estep 
Score: -27375668.000000 Penalty: 6085.188965
	Iteration 36Q: 3 clusters Score -2.737567e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 207939 members 
Entering Unmasked Estep 
Score: -27375990.000000 Penalty: 6085.188965
	Iteration 37Q: 3 clusters Score -2.737599e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 208941 members 
Entering Unmasked Estep 
Score: -27376114.000000 Penalty: 6085.188965
	Iteration 38Q: 3 clusters Score -2.737611e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 209680 members 
Entering Unmasked Estep 
Score: -27376218.000000 Penalty: 6085.188965
	Iteration 39Q: 3 clusters Score -2.737622e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 210182 members 
Entering Unmasked Estep 
Score: -27376512.000000 Penalty: 6085.188965
	Iteration 40F: 3 clusters Score -2.737651e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 210767 members 
Entering Unmasked Estep 
Score: -27376548.000000 Penalty: 6085.188965
	Iteration 41Q: 3 clusters Score -2.737655e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 211176 members 
Entering Unmasked Estep 
Score: -27376586.000000 Penalty: 6085.188965
	Iteration 42Q: 3 clusters Score -2.737659e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 211474 members 
Entering Unmasked Estep 
Score: -27376702.000000 Penalty: 6085.188965
	Iteration 43Q: 3 clusters Score -2.73767e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 211670 members 
Entering Unmasked Estep 
Score: -27376762.000000 Penalty: 6085.188965
	Iteration 44Q: 3 clusters Score -2.737676e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 211800 members 
Entering Unmasked Estep 
Score: -27376750.000000 Penalty: 6085.188965
	Iteration 45Q: 3 clusters Score -2.737675e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 211905 members 
Entering Unmasked Estep 
Score: -27376812.000000 Penalty: 6085.188965
	Iteration 46Q: 3 clusters Score -2.737681e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 211985 members 
Entering Unmasked Estep 
Score: -27376842.000000 Penalty: 6085.188965
	Iteration 47Q: 3 clusters Score -2.737684e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 212059 members 
Entering Unmasked Estep 
Score: -27376870.000000 Penalty: 6085.188965
	Iteration 48Q: 3 clusters Score -2.737687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -27376894.000000 Penalty: 6085.188965
	Iteration 49Q: 3 clusters Score -2.737689e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 212154 members 
Entering Unmasked Estep 
Score: -27376914.000000 Penalty: 6085.188965
	Iteration 50Q: 3 clusters Score -2.737691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 212186 members 
Entering Unmasked Estep 
Score: -27376904.000000 Penalty: 6085.188965
	Iteration 51Q: 3 clusters Score -2.73769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 212217 members 
Entering Unmasked Estep 
Score: -27376932.000000 Penalty: 6085.188965
	Iteration 52Q: 3 clusters Score -2.737693e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 212239 members 
Entering Unmasked Estep 
Score: -27376912.000000 Penalty: 6085.188965
	Iteration 53Q: 3 clusters Score -2.737691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 212249 members 
Entering Unmasked Estep 
Score: -27376938.000000 Penalty: 6085.188965
	Iteration 54Q: 3 clusters Score -2.737694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 212261 members 
Entering Unmasked Estep 
Score: -27376932.000000 Penalty: 6085.188965
	Iteration 55Q: 3 clusters Score -2.737693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 212277 members 
Entering Unmasked Estep 
Score: -27376952.000000 Penalty: 6085.188965
	Iteration 56Q: 3 clusters Score -2.737695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 212290 members 
Entering Unmasked Estep 
Score: -27376918.000000 Penalty: 6085.188965
	Iteration 57Q: 3 clusters Score -2.737692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 212302 members 
Entering Unmasked Estep 
Score: -27376942.000000 Penalty: 6085.188965
	Iteration 58Q: 3 clusters Score -2.737694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 212307 members 
Entering Unmasked Estep 
Score: -27376954.000000 Penalty: 6085.188965
	Iteration 59Q: 3 clusters Score -2.737695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 212312 members 
Entering Unmasked Estep 
Score: -27376948.000000 Penalty: 6085.188965
	Iteration 60F: 3 clusters Score -2.737695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 212315 members 
Entering Unmasked Estep 
Score: -27376938.000000 Penalty: 6085.188965
	Iteration 61Q: 3 clusters Score -2.737694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 212318 members 
Entering Unmasked Estep 
Score: -27376946.000000 Penalty: 6085.188965
	Iteration 62Q: 3 clusters Score -2.737695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 212327 members 
Entering Unmasked Estep 
Score: -27376954.000000 Penalty: 6085.188965
	Iteration 63Q: 3 clusters Score -2.737695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 212333 members 
Entering Unmasked Estep 
Score: -27376954.000000 Penalty: 6085.188965
	Iteration 64Q: 3 clusters Score -2.737695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 212334 members 
Entering Unmasked Estep 
Score: -27376942.000000 Penalty: 6085.188965
	Iteration 65Q: 3 clusters Score -2.737694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -27376938.000000 Penalty: 6085.188965
	Iteration 66Q: 3 clusters Score -2.737694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 212339 members 
Entering Unmasked Estep 
Score: -27376938.000000 Penalty: 6085.188965
	Iteration 67Q: 3 clusters Score -2.737694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 212342 members 
Entering Unmasked Estep 
Score: -27376952.000000 Penalty: 6085.188965
	Iteration 68Q: 3 clusters Score -2.737695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 212345 members 
Entering Unmasked Estep 
Score: -27376934.000000 Penalty: 6085.188965
	Iteration 69Q: 3 clusters Score -2.737693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 212347 members 
Entering Unmasked Estep 
Score: -27376950.000000 Penalty: 6085.188965
	Iteration 70Q: 3 clusters Score -2.737695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 212348 members 
Entering Unmasked Estep 
Score: -27376948.000000 Penalty: 6085.188965
	Iteration 71Q: 3 clusters Score -2.737695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -27376936.000000 Penalty: 6085.188965
	Iteration 72Q: 3 clusters Score -2.737694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 212350 members 
Entering Unmasked Estep 
Score: -27376942.000000 Penalty: 6085.188965
	Iteration 73Q: 3 clusters Score -2.737694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 212351 members 
Entering Unmasked Estep 
Score: -27376940.000000 Penalty: 6085.188965
	Iteration 74Q: 3 clusters Score -2.737694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -27376946.000000 Penalty: 6085.188965
	Iteration 75Q: 3 clusters Score -2.737695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -27376946.000000 Penalty: 6085.188965
	Iteration 76F: 3 clusters Score -2.737695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Entering Unmasked Estep 
Score: -6918341.000000 Penalty: 2701.364990
	Iteration 0F: 2 clusters Score -6918341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -6882245.000000 Penalty: 5402.729980
	Iteration 0F: 3 clusters Score -6882245 nChanged 24810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6895617.000000 Penalty: 5402.729980
	Iteration 1F: 3 clusters Score -6895617 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6896161.000000 Penalty: 5402.729980
	Iteration 2Q: 3 clusters Score -6896161 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -6896649.000000 Penalty: 5402.729980
	Iteration 3Q: 3 clusters Score -6896649 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -6897129.500000 Penalty: 5402.729980
	Iteration 4Q: 3 clusters Score -6897130 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -6897673.500000 Penalty: 5402.729980
	Iteration 5Q: 3 clusters Score -6897674 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -6898309.500000 Penalty: 5402.729980
	Iteration 6Q: 3 clusters Score -6898310 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6899172.500000 Penalty: 5402.729980
	Iteration 7Q: 3 clusters Score -6899172 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -6900217.500000 Penalty: 5402.729980
	Iteration 8Q: 3 clusters Score -6900218 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -6901660.000000 Penalty: 5402.729980
	Iteration 9F: 3 clusters Score -6901660 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -6903497.500000 Penalty: 5402.729980
	Iteration 10F: 3 clusters Score -6903498 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6905947.500000 Penalty: 5402.729980
	Iteration 11F: 3 clusters Score -6905948 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -6908594.000000 Penalty: 5402.729980
	Iteration 12F: 3 clusters Score -6908594 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -6910384.500000 Penalty: 5402.729980
	Iteration 13F: 3 clusters Score -6910384 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -6911106.500000 Penalty: 5402.729980
	Iteration 14Q: 3 clusters Score -6911106 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6911465.000000 Penalty: 5402.729980
	Iteration 15Q: 3 clusters Score -6911465 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -6911701.500000 Penalty: 5402.729980
	Iteration 16Q: 3 clusters Score -6911702 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -6911871.500000 Penalty: 5402.729980
	Iteration 17Q: 3 clusters Score -6911872 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -6912063.000000 Penalty: 5402.729980
	Iteration 18Q: 3 clusters Score -6912063 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -6912218.500000 Penalty: 5402.729980
	Iteration 19Q: 3 clusters Score -6912218 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -6912346.000000 Penalty: 5402.729980
	Iteration 20F: 3 clusters Score -6912346 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -6912492.500000 Penalty: 5402.729980
	Iteration 21Q: 3 clusters Score -6912492 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -6912640.000000 Penalty: 5402.729980
	Iteration 22Q: 3 clusters Score -6912640 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -6912797.500000 Penalty: 5402.729980
	Iteration 23Q: 3 clusters Score -6912798 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -6912962.000000 Penalty: 5402.729980
	Iteration 24Q: 3 clusters Score -6912962 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6913102 nChanged 559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6913279 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -6913391.500000 Penalty: 5402.729980
	Iteration 27Q: 3 clusters Score -6913392 nChanged 577
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -6913583.000000 Penalty: 5402.729980
	Iteration 28Q: 3 clusters Score -6913583 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6913718.500000 Penalty: 5402.729980
	Iteration 29Q: 3 clusters Score -6913718 nChanged 525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6913888 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6913995 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -6914174.500000 Penalty: 5402.729980
	Iteration 32Q: 3 clusters Score -6914174 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6914316 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6914474 nChanged 489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6914620 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -6914777.500000 Penalty: 5402.729980
	Iteration 36Q: 3 clusters Score -6914778 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -6914940.000000 Penalty: 5402.729980
	Iteration 37Q: 3 clusters Score -6914940 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6915087.000000 Penalty: 5402.729980
	Iteration 38Q: 3 clusters Score -6915087 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -6915190.500000 Penalty: 5402.729980
	Iteration 39Q: 3 clusters Score -6915190 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6915287.500000 Penalty: 5402.729980
	Iteration 40F: 3 clusters Score -6915288 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -6915373.500000 Penalty: 5402.729980
	Iteration 41Q: 3 clusters Score -6915374 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -6915453.000000 Penalty: 5402.729980
	Iteration 42Q: 3 clusters Score -6915453 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6915543 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -6915642.500000 Penalty: 5402.729980
	Iteration 44Q: 3 clusters Score -6915642 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6915728.500000 Penalty: 5402.729980
	Iteration 45Q: 3 clusters Score -6915728 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6915806.500000 Penalty: 5402.729980
	Iteration 46Q: 3 clusters Score -6915806 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6915858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -6915895.000000 Penalty: 5402.729980
	Iteration 48Q: 3 clusters Score -6915895 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6915928 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6915971.000000 Penalty: 5402.729980
	Iteration 50Q: 3 clusters Score -6915971 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6915995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -6916033.500000 Penalty: 5402.729980
	Iteration 52Q: 3 clusters Score -6916034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -6916037.000000 Penalty: 5402.729980
	Iteration 53Q: 3 clusters Score -6916037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6916055.500000 Penalty: 5402.729980
	Iteration 54Q: 3 clusters Score -6916056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6916070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6916077.500000 Penalty: 5402.729980
	Iteration 56Q: 3 clusters Score -6916078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6916090.500000 Penalty: 5402.729980
	Iteration 57Q: 3 clusters Score -6916090 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6916106 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6916113.500000 Penalty: 5402.729980
	Iteration 59Q: 3 clusters Score -6916114 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6916132.500000 Penalty: 5402.729980
	Iteration 60F: 3 clusters Score -6916132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6916140 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -6916142.000000 Penalty: 5402.729980
	Iteration 62Q: 3 clusters Score -6916142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6916137.000000 Penalty: 5402.729980
	Iteration 63Q: 3 clusters Score -6916137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6916152.500000 Penalty: 5402.729980
	Iteration 64Q: 3 clusters Score -6916152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6916168.500000 Penalty: 5402.729980
	Iteration 65Q: 3 clusters Score -6916168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6916179.500000 Penalty: 5402.729980
	Iteration 66Q: 3 clusters Score -6916180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6916205.000000 Penalty: 5402.729980
	Iteration 67Q: 3 clusters Score -6916205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6916217.500000 Penalty: 5402.729980
	Iteration 68Q: 3 clusters Score -6916218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6916211.500000 Penalty: 5402.729980
	Iteration 69Q: 3 clusters Score -6916212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6916236.500000 Penalty: 5402.729980
	Iteration 70Q: 3 clusters Score -6916236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6916239.500000 Penalty: 5402.729980
	Iteration 71Q: 3 clusters Score -6916240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6916241.000000 Penalty: 5402.729980
	Iteration 72Q: 3 clusters Score -6916241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6916250.500000 Penalty: 5402.729980
	Iteration 73Q: 3 clusters Score -6916250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6916261.500000 Penalty: 5402.729980
	Iteration 74Q: 3 clusters Score -6916262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6916279.000000 Penalty: 5402.729980
	Iteration 75Q: 3 clusters Score -6916279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6916278.500000 Penalty: 5402.729980
	Iteration 76Q: 3 clusters Score -6916278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6916279.500000 Penalty: 5402.729980
	Iteration 77Q: 3 clusters Score -6916280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6916283.500000 Penalty: 5402.729980
	Iteration 78Q: 3 clusters Score -6916284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6916279.500000 Penalty: 5402.729980
	Iteration 79Q: 3 clusters Score -6916280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6916279.000000 Penalty: 5402.729980
	Iteration 80F: 3 clusters Score -6916279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6916277.500000 Penalty: 5402.729980
	Iteration 81Q: 3 clusters Score -6916278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6916271.000000 Penalty: 5402.729980
	Iteration 82Q: 3 clusters Score -6916271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6916276.000000 Penalty: 5402.729980
	Iteration 83Q: 3 clusters Score -6916276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6916269.500000 Penalty: 5402.729980
	Iteration 84Q: 3 clusters Score -6916270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6916272.500000 Penalty: 5402.729980
	Iteration 85Q: 3 clusters Score -6916272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6916282.500000 Penalty: 5402.729980
	Iteration 86Q: 3 clusters Score -6916282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6916293.500000 Penalty: 5402.729980
	Iteration 87Q: 3 clusters Score -6916294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6916289.500000 Penalty: 5402.729980
	Iteration 88Q: 3 clusters Score -6916290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6916296.000000 Penalty: 5402.729980
	Iteration 89Q: 3 clusters Score -6916296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6916303.000000 Penalty: 5402.729980
	Iteration 90Q: 3 clusters Score -6916303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6916318.500000 Penalty: 5402.729980
	Iteration 91Q: 3 clusters Score -6916318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6916325.500000 Penalty: 5402.729980
	Iteration 92Q: 3 clusters Score -6916326 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6916325.500000 Penalty: 5402.729980
	Iteration 93Q: 3 clusters Score -6916326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6916337.000000 Penalty: 5402.729980
	Iteration 94Q: 3 clusters Score -6916337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6916333.000000 Penalty: 5402.729980
	Iteration 95Q: 3 clusters Score -6916333 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6916343.000000 Penalty: 5402.729980
	Iteration 96Q: 3 clusters Score -6916343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6916325.500000 Penalty: 5402.729980
	Iteration 97Q: 3 clusters Score -6916326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6916329.500000 Penalty: 5402.729980
	Iteration 98Q: 3 clusters Score -6916330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6916321.500000 Penalty: 5402.729980
	Iteration 99Q: 3 clusters Score -6916322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6916323.000000 Penalty: 5402.729980
	Iteration 100F: 3 clusters Score -6916323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6916328.000000 Penalty: 5402.729980
	Iteration 101Q: 3 clusters Score -6916328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6916328.000000 Penalty: 5402.729980
	Iteration 102Q: 3 clusters Score -6916328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6916321.500000 Penalty: 5402.729980
	Iteration 103Q: 3 clusters Score -6916322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6916326.500000 Penalty: 5402.729980
	Iteration 104Q: 3 clusters Score -6916326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6916338.500000 Penalty: 5402.729980
	Iteration 105Q: 3 clusters Score -6916338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6916343.500000 Penalty: 5402.729980
	Iteration 106Q: 3 clusters Score -6916344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6916342.000000 Penalty: 5402.729980
	Iteration 107Q: 3 clusters Score -6916342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6916341.500000 Penalty: 5402.729980
	Iteration 108Q: 3 clusters Score -6916342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6916344.500000 Penalty: 5402.729980
	Iteration 109Q: 3 clusters Score -6916344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6916339.500000 Penalty: 5402.729980
	Iteration 110Q: 3 clusters Score -6916340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6916337.000000 Penalty: 5402.729980
	Iteration 111Q: 3 clusters Score -6916337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6916338.500000 Penalty: 5402.729980
	Iteration 112Q: 3 clusters Score -6916338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6916338.500000 Penalty: 5402.729980
	Iteration 113Q: 3 clusters Score -6916338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6916338.500000 Penalty: 5402.729980
	Iteration 114F: 3 clusters Score -6916338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62498 members 
Entering Unmasked Estep 
Score: -8097001.500000 Penalty: 2738.636719
	Iteration 0F: 2 clusters Score -8097002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -8055190.500000 Penalty: 5477.273438
	Iteration 0F: 3 clusters Score -8055190 nChanged 29158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -8071195.000000 Penalty: 5477.273438
	Iteration 1F: 3 clusters Score -8071195 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -8071677.500000 Penalty: 5477.273438
	Iteration 2Q: 3 clusters Score -8071678 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -8072348.500000 Penalty: 5477.273438
	Iteration 3Q: 3 clusters Score -8072348 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -8073169.500000 Penalty: 5477.273438
	Iteration 4Q: 3 clusters Score -8073170 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -8074175.500000 Penalty: 5477.273438
	Iteration 5Q: 3 clusters Score -8074176 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -8075311.000000 Penalty: 5477.273438
	Iteration 6Q: 3 clusters Score -8075311 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8076756.500000 Penalty: 5477.273438
	Iteration 7Q: 3 clusters Score -8076756 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -8078571.000000 Penalty: 5477.273438
	Iteration 8F: 3 clusters Score -8078571 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -8080735.500000 Penalty: 5477.273438
	Iteration 9F: 3 clusters Score -8080736 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -8083292.000000 Penalty: 5477.273438
	Iteration 10F: 3 clusters Score -8083292 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8085863.000000 Penalty: 5477.273438
	Iteration 11F: 3 clusters Score -8085863 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -8087617.500000 Penalty: 5477.273438
	Iteration 12F: 3 clusters Score -8087618 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -8088356.000000 Penalty: 5477.273438
	Iteration 13Q: 3 clusters Score -8088356 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -8088724.500000 Penalty: 5477.273438
	Iteration 14Q: 3 clusters Score -8088724 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -8088884.000000 Penalty: 5477.273438
	Iteration 15Q: 3 clusters Score -8088884 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -8088963.000000 Penalty: 5477.273438
	Iteration 16Q: 3 clusters Score -8088963 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -8089030.000000 Penalty: 5477.273438
	Iteration 17Q: 3 clusters Score -8089030 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -8089106.000000 Penalty: 5477.273438
	Iteration 18Q: 3 clusters Score -8089106 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -8089192.500000 Penalty: 5477.273438
	Iteration 19Q: 3 clusters Score -8089192 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -8089303.000000 Penalty: 5477.273438
	Iteration 20F: 3 clusters Score -8089303 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -8089367.500000 Penalty: 5477.273438
	Iteration 21Q: 3 clusters Score -8089368 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -8089417.500000 Penalty: 5477.273438
	Iteration 22Q: 3 clusters Score -8089418 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -8089455.000000 Penalty: 5477.273438
	Iteration 23Q: 3 clusters Score -8089455 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -8089519.500000 Penalty: 5477.273438
	Iteration 24Q: 3 clusters Score -8089520 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -8089559.000000 Penalty: 5477.273438
	Iteration 25Q: 3 clusters Score -8089559 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -8089592.000000 Penalty: 5477.273438
	Iteration 26Q: 3 clusters Score -8089592 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -8089659.500000 Penalty: 5477.273438
	Iteration 27Q: 3 clusters Score -8089660 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8089727.000000 Penalty: 5477.273438
	Iteration 28Q: 3 clusters Score -8089727 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -8089787.000000 Penalty: 5477.273438
	Iteration 29Q: 3 clusters Score -8089787 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -8089833.500000 Penalty: 5477.273438
	Iteration 30Q: 3 clusters Score -8089834 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8089883.000000 Penalty: 5477.273438
	Iteration 31Q: 3 clusters Score -8089883 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8089913.000000 Penalty: 5477.273438
	Iteration 32Q: 3 clusters Score -8089913 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8089966.500000 Penalty: 5477.273438
	Iteration 33Q: 3 clusters Score -8089966 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8090033.000000 Penalty: 5477.273438
	Iteration 34Q: 3 clusters Score -8090033 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8090101.500000 Penalty: 5477.273438
	Iteration 35Q: 3 clusters Score -8090102 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -8090144.000000 Penalty: 5477.273438
	Iteration 36Q: 3 clusters Score -8090144 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -8090223.500000 Penalty: 5477.273438
	Iteration 37Q: 3 clusters Score -8090224 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -8090326.500000 Penalty: 5477.273438
	Iteration 38Q: 3 clusters Score -8090326 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -8090410.500000 Penalty: 5477.273438
	Iteration 39Q: 3 clusters Score -8090410 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -8090504.000000 Penalty: 5477.273438
	Iteration 40F: 3 clusters Score -8090504 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -8090548.000000 Penalty: 5477.273438
	Iteration 41Q: 3 clusters Score -8090548 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -8090654.500000 Penalty: 5477.273438
	Iteration 42Q: 3 clusters Score -8090654 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -8090748.500000 Penalty: 5477.273438
	Iteration 43Q: 3 clusters Score -8090748 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -8090872.500000 Penalty: 5477.273438
	Iteration 44Q: 3 clusters Score -8090872 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -8090997.000000 Penalty: 5477.273438
	Iteration 45Q: 3 clusters Score -8090997 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8091112.500000 Penalty: 5477.273438
	Iteration 46Q: 3 clusters Score -8091112 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -8091223.500000 Penalty: 5477.273438
	Iteration 47Q: 3 clusters Score -8091224 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -8091311.000000 Penalty: 5477.273438
	Iteration 48Q: 3 clusters Score -8091311 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -8091436.500000 Penalty: 5477.273438
	Iteration 49Q: 3 clusters Score -8091436 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -8091620.000000 Penalty: 5477.273438
	Iteration 50Q: 3 clusters Score -8091620 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -8091738.000000 Penalty: 5477.273438
	Iteration 51Q: 3 clusters Score -8091738 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -8091805.000000 Penalty: 5477.273438
	Iteration 52Q: 3 clusters Score -8091805 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -8091915.500000 Penalty: 5477.273438
	Iteration 53Q: 3 clusters Score -8091916 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -8092032.000000 Penalty: 5477.273438
	Iteration 54Q: 3 clusters Score -8092032 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -8092160.500000 Penalty: 5477.273438
	Iteration 55Q: 3 clusters Score -8092160 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -8092260.500000 Penalty: 5477.273438
	Iteration 56Q: 3 clusters Score -8092260 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -8092449.500000 Penalty: 5477.273438
	Iteration 57Q: 3 clusters Score -8092450 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -8092611.500000 Penalty: 5477.273438
	Iteration 58Q: 3 clusters Score -8092612 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -8092784.500000 Penalty: 5477.273438
	Iteration 59Q: 3 clusters Score -8092784 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -8092953.500000 Penalty: 5477.273438
	Iteration 60F: 3 clusters Score -8092954 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -8093100.000000 Penalty: 5477.273438
	Iteration 61Q: 3 clusters Score -8093100 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8093261.500000 Penalty: 5477.273438
	Iteration 62Q: 3 clusters Score -8093262 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -8093427.500000 Penalty: 5477.273438
	Iteration 63Q: 3 clusters Score -8093428 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -8093573.500000 Penalty: 5477.273438
	Iteration 64Q: 3 clusters Score -8093574 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8093716.500000 Penalty: 5477.273438
	Iteration 65Q: 3 clusters Score -8093716 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8093863.500000 Penalty: 5477.273438
	Iteration 66Q: 3 clusters Score -8093864 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -8093992.500000 Penalty: 5477.273438
	Iteration 67Q: 3 clusters Score -8093992 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8094095.000000 Penalty: 5477.273438
	Iteration 68Q: 3 clusters Score -8094095 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -8094203.500000 Penalty: 5477.273438
	Iteration 69Q: 3 clusters Score -8094204 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8094276.000000 Penalty: 5477.273438
	Iteration 70Q: 3 clusters Score -8094276 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8094323.000000 Penalty: 5477.273438
	Iteration 71Q: 3 clusters Score -8094323 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8094396.000000 Penalty: 5477.273438
	Iteration 72Q: 3 clusters Score -8094396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -8094465.000000 Penalty: 5477.273438
	Iteration 73Q: 3 clusters Score -8094465 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8094500.000000 Penalty: 5477.273438
	Iteration 74Q: 3 clusters Score -8094500 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8094540.500000 Penalty: 5477.273438
	Iteration 75Q: 3 clusters Score -8094540 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8094602.500000 Penalty: 5477.273438
	Iteration 76Q: 3 clusters Score -8094602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8094642.500000 Penalty: 5477.273438
	Iteration 77Q: 3 clusters Score -8094642 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8094683.000000 Penalty: 5477.273438
	Iteration 78Q: 3 clusters Score -8094683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8094694.500000 Penalty: 5477.273438
	Iteration 79Q: 3 clusters Score -8094694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8094714.000000 Penalty: 5477.273438
	Iteration 80F: 3 clusters Score -8094714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8094735.000000 Penalty: 5477.273438
	Iteration 81Q: 3 clusters Score -8094735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8094735.000000 Penalty: 5477.273438
	Iteration 82Q: 3 clusters Score -8094735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8094763.500000 Penalty: 5477.273438
	Iteration 83Q: 3 clusters Score -8094764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8094772.500000 Penalty: 5477.273438
	Iteration 84Q: 3 clusters Score -8094772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8094783.500000 Penalty: 5477.273438
	Iteration 85Q: 3 clusters Score -8094784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8094803.500000 Penalty: 5477.273438
	Iteration 86Q: 3 clusters Score -8094804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8094791.500000 Penalty: 5477.273438
	Iteration 87Q: 3 clusters Score -8094792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8094820.000000 Penalty: 5477.273438
	Iteration 88Q: 3 clusters Score -8094820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8094834.000000 Penalty: 5477.273438
	Iteration 89Q: 3 clusters Score -8094834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8094845.000000 Penalty: 5477.273438
	Iteration 90Q: 3 clusters Score -8094845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8094873.500000 Penalty: 5477.273438
	Iteration 91Q: 3 clusters Score -8094874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8094873.000000 Penalty: 5477.273438
	Iteration 92Q: 3 clusters Score -8094873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8094886.000000 Penalty: 5477.273438
	Iteration 93Q: 3 clusters Score -8094886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8094893.000000 Penalty: 5477.273438
	Iteration 94Q: 3 clusters Score -8094893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8094896.000000 Penalty: 5477.273438
	Iteration 95Q: 3 clusters Score -8094896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8094898.000000 Penalty: 5477.273438
	Iteration 96Q: 3 clusters Score -8094898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8094894.500000 Penalty: 5477.273438
	Iteration 97Q: 3 clusters Score -8094894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8094898.000000 Penalty: 5477.273438
	Iteration 98Q: 3 clusters Score -8094898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8094901.000000 Penalty: 5477.273438
	Iteration 99Q: 3 clusters Score -8094901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8094908.500000 Penalty: 5477.273438
	Iteration 100F: 3 clusters Score -8094908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8094921.000000 Penalty: 5477.273438
	Iteration 101Q: 3 clusters Score -8094921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8094923.000000 Penalty: 5477.273438
	Iteration 102Q: 3 clusters Score -8094923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8094924.500000 Penalty: 5477.273438
	Iteration 103Q: 3 clusters Score -8094924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8094926.000000 Penalty: 5477.273438
	Iteration 104Q: 3 clusters Score -8094926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8094923.000000 Penalty: 5477.273438
	Iteration 105Q: 3 clusters Score -8094923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8094925.000000 Penalty: 5477.273438
	Iteration 106Q: 3 clusters Score -8094925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8094921.500000 Penalty: 5477.273438
	Iteration 107Q: 3 clusters Score -8094922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8094921.000000 Penalty: 5477.273438
	Iteration 108Q: 3 clusters Score -8094921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8094921.000000 Penalty: 5477.273438
	Iteration 109Q: 3 clusters Score -8094921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8094931.500000 Penalty: 5477.273438
	Iteration 110Q: 3 clusters Score -8094932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8094938.000000 Penalty: 5477.273438
	Iteration 111Q: 3 clusters Score -8094938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8094924.500000 Penalty: 5477.273438
	Iteration 112Q: 3 clusters Score -8094924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8094932.500000 Penalty: 5477.273438
	Iteration 113Q: 3 clusters Score -8094932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8094936.000000 Penalty: 5477.273438
	Iteration 114Q: 3 clusters Score -8094936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8094941.000000 Penalty: 5477.273438
	Iteration 115Q: 3 clusters Score -8094941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8094936.500000 Penalty: 5477.273438
	Iteration 116Q: 3 clusters Score -8094936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8094944.500000 Penalty: 5477.273438
	Iteration 117Q: 3 clusters Score -8094944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8094948.500000 Penalty: 5477.273438
	Iteration 118Q: 3 clusters Score -8094948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8094950.000000 Penalty: 5477.273438
	Iteration 119Q: 3 clusters Score -8094950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8094958.000000 Penalty: 5477.273438
	Iteration 120F: 3 clusters Score -8094958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8094957.000000 Penalty: 5477.273438
	Iteration 121Q: 3 clusters Score -8094957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8094955.500000 Penalty: 5477.273438
	Iteration 122Q: 3 clusters Score -8094956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8094956.500000 Penalty: 5477.273438
	Iteration 123Q: 3 clusters Score -8094956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8094954.500000 Penalty: 5477.273438
	Iteration 124Q: 3 clusters Score -8094954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8094955.000000 Penalty: 5477.273438
	Iteration 125Q: 3 clusters Score -8094955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8094949.500000 Penalty: 5477.273438
	Iteration 126Q: 3 clusters Score -8094950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8094965.000000 Penalty: 5477.273438
	Iteration 127Q: 3 clusters Score -8094965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8094965.000000 Penalty: 5477.273438
	Iteration 128F: 3 clusters Score -8094965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -921998.375000 Penalty: 2213.644531
	Iteration 0F: 2 clusters Score -921998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -915960.687500 Penalty: 4427.289062
	Iteration 0F: 3 clusters Score -915960.7 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -917727.125000 Penalty: 4427.289062
	Iteration 1F: 3 clusters Score -917727.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -918094.625000 Penalty: 4427.289062
	Iteration 2F: 3 clusters Score -918094.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -918420.562500 Penalty: 4427.289062
	Iteration 3F: 3 clusters Score -918420.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -918685.875000 Penalty: 4427.289062
	Iteration 4F: 3 clusters Score -918685.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -918895.187500 Penalty: 4427.289062
	Iteration 5F: 3 clusters Score -918895.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -919096.125000 Penalty: 4427.289062
	Iteration 6Q: 3 clusters Score -919096.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -919307.687500 Penalty: 4427.289062
	Iteration 7Q: 3 clusters Score -919307.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -919512.625000 Penalty: 4427.289062
	Iteration 8Q: 3 clusters Score -919512.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -919686.437500 Penalty: 4427.289062
	Iteration 9Q: 3 clusters Score -919686.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -919811.062500 Penalty: 4427.289062
	Iteration 10Q: 3 clusters Score -919811.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -919893.312500 Penalty: 4427.289062
	Iteration 11Q: 3 clusters Score -919893.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -919962.375000 Penalty: 4427.289062
	Iteration 12Q: 3 clusters Score -919962.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -920018.812500 Penalty: 4427.289062
	Iteration 13Q: 3 clusters Score -920018.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -920063.687500 Penalty: 4427.289062
	Iteration 14Q: 3 clusters Score -920063.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -920109.312500 Penalty: 4427.289062
	Iteration 15Q: 3 clusters Score -920109.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -920148.187500 Penalty: 4427.289062
	Iteration 16Q: 3 clusters Score -920148.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -920180.187500 Penalty: 4427.289062
	Iteration 17Q: 3 clusters Score -920180.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -920201.437500 Penalty: 4427.289062
	Iteration 18Q: 3 clusters Score -920201.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -920225.500000 Penalty: 4427.289062
	Iteration 19Q: 3 clusters Score -920225.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -920246.250000 Penalty: 4427.289062
	Iteration 20F: 3 clusters Score -920246.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -920270.187500 Penalty: 4427.289062
	Iteration 21Q: 3 clusters Score -920270.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -920292.562500 Penalty: 4427.289062
	Iteration 22Q: 3 clusters Score -920292.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -920329.625000 Penalty: 4427.289062
	Iteration 23Q: 3 clusters Score -920329.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -920361.937500 Penalty: 4427.289062
	Iteration 24Q: 3 clusters Score -920361.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -920386.562500 Penalty: 4427.289062
	Iteration 25Q: 3 clusters Score -920386.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -920404.750000 Penalty: 4427.289062
	Iteration 26Q: 3 clusters Score -920404.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -920421.187500 Penalty: 4427.289062
	Iteration 27Q: 3 clusters Score -920421.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -920438.750000 Penalty: 4427.289062
	Iteration 28Q: 3 clusters Score -920438.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -920452.937500 Penalty: 4427.289062
	Iteration 29Q: 3 clusters Score -920452.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -920466.937500 Penalty: 4427.289062
	Iteration 30Q: 3 clusters Score -920466.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -920479.250000 Penalty: 4427.289062
	Iteration 31Q: 3 clusters Score -920479.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -920485.750000 Penalty: 4427.289062
	Iteration 32Q: 3 clusters Score -920485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -920500.437500 Penalty: 4427.289062
	Iteration 33Q: 3 clusters Score -920500.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -920515.187500 Penalty: 4427.289062
	Iteration 34Q: 3 clusters Score -920515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -920526.312500 Penalty: 4427.289062
	Iteration 35Q: 3 clusters Score -920526.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -920541.125000 Penalty: 4427.289062
	Iteration 36Q: 3 clusters Score -920541.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -920569.000000 Penalty: 4427.289062
	Iteration 37Q: 3 clusters Score -920569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -920586.250000 Penalty: 4427.289062
	Iteration 38Q: 3 clusters Score -920586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -920601.125000 Penalty: 4427.289062
	Iteration 39Q: 3 clusters Score -920601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -920611.625000 Penalty: 4427.289062
	Iteration 40F: 3 clusters Score -920611.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -920621.375000 Penalty: 4427.289062
	Iteration 41Q: 3 clusters Score -920621.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -920626.500000 Penalty: 4427.289062
	Iteration 42Q: 3 clusters Score -920626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -920636.062500 Penalty: 4427.289062
	Iteration 43Q: 3 clusters Score -920636.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -920646.000000 Penalty: 4427.289062
	Iteration 44Q: 3 clusters Score -920646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -920652.687500 Penalty: 4427.289062
	Iteration 45Q: 3 clusters Score -920652.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -920655.875000 Penalty: 4427.289062
	Iteration 46Q: 3 clusters Score -920655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -920661.250000 Penalty: 4427.289062
	Iteration 47Q: 3 clusters Score -920661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -920660.687500 Penalty: 4427.289062
	Iteration 48Q: 3 clusters Score -920660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -920662.062500 Penalty: 4427.289062
	Iteration 49Q: 3 clusters Score -920662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -920662.062500 Penalty: 4427.289062
	Iteration 50F: 3 clusters Score -920662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56635.324219 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56635.32 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56892.937500 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56892.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57021.257812 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57021.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57134.296875 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -57134.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57250.335938 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -57250.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57376.773438 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -57376.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57537.660156 Penalty: 3135.992188
	Iteration 6F: 3 clusters Score -57537.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57664.121094 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -57664.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57848.687500 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -57848.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57928.710938 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -57928.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57988.035156 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -57988.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58049.562500 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -58049.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58076.367188 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -58076.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58124.429688 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -58124.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58152.875000 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -58152.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58152.875000 Penalty: 3135.992188
	Iteration 15F: 3 clusters Score -58152.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 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 229 members 
Entering Unmasked Estep 
Score: -45021.546875 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45021.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45246.781250 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45246.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45330.152344 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45330.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45397.347656 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -45397.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45450.214844 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -45450.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45483.878906 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45483.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45506.003906 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45529.402344 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45545.460938 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45545.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45571.351562 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45571.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45598.460938 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -45598.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45607.703125 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -45607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45614.785156 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -45614.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45614.785156 Penalty: 3027.977295
	Iteration 13F: 3 clusters Score -45614.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19343.103516 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19384.398438 Penalty: 2597.275391
	Iteration 1Q: 3 clusters Score -19384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19408.642578 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -19408.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19420.291016 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -19420.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19420.291016 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -19420.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 142609 members 
Mstep: Class 3 contains 204986 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178397 members 
Mstep: Class 12 contains 176053 members 
Mstep: Class 13 contains 78637 members 
Mstep: Class 14 contains 212889 members 
Mstep: Class 15 contains 53777 members 
Mstep: Class 16 contains 62498 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687840.000000 Penalty: 69388.398438
Iteration 439Q: 21 clusters Score -1.496878e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 142607 members 
Mstep: Class 3 contains 204994 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178395 members 
Mstep: Class 12 contains 176060 members 
Mstep: Class 13 contains 78639 members 
Mstep: Class 14 contains 212879 members 
Mstep: Class 15 contains 53777 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687792.000000 Penalty: 69388.398438
Iteration 440F: 21 clusters Score -1.496878e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 142607 members 
Mstep: Class 3 contains 205000 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178390 members 
Mstep: Class 12 contains 176065 members 
Mstep: Class 13 contains 78639 members 
Mstep: Class 14 contains 212871 members 
Mstep: Class 15 contains 53778 members 
Mstep: Class 16 contains 62503 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 441Q: 21 clusters Score -1.496879e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 142610 members 
Mstep: Class 3 contains 205018 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178384 members 
Mstep: Class 12 contains 176070 members 
Mstep: Class 13 contains 78640 members 
Mstep: Class 14 contains 212859 members 
Mstep: Class 15 contains 53778 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687920.000000 Penalty: 69388.398438
Iteration 442Q: 21 clusters Score -1.496879e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 142610 members 
Mstep: Class 3 contains 205025 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178381 members 
Mstep: Class 12 contains 176077 members 
Mstep: Class 13 contains 78637 members 
Mstep: Class 14 contains 212857 members 
Mstep: Class 15 contains 53777 members 
Mstep: Class 16 contains 62501 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 443Q: 21 clusters Score -1.496879e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 142615 members 
Mstep: Class 3 contains 205041 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178368 members 
Mstep: Class 12 contains 176079 members 
Mstep: Class 13 contains 78634 members 
Mstep: Class 14 contains 212856 members 
Mstep: Class 15 contains 53772 members 
Mstep: Class 16 contains 62504 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687936.000000 Penalty: 69388.398438
Iteration 444Q: 21 clusters Score -1.496879e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 142619 members 
Mstep: Class 3 contains 205051 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178364 members 
Mstep: Class 12 contains 176074 members 
Mstep: Class 13 contains 78632 members 
Mstep: Class 14 contains 212856 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687904.000000 Penalty: 69388.398438
Iteration 445Q: 21 clusters Score -1.496879e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 142625 members 
Mstep: Class 3 contains 205054 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178365 members 
Mstep: Class 12 contains 176066 members 
Mstep: Class 13 contains 78637 members 
Mstep: Class 14 contains 212847 members 
Mstep: Class 15 contains 53771 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687968.000000 Penalty: 69388.398438
Iteration 446Q: 21 clusters Score -1.49688e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 142620 members 
Mstep: Class 3 contains 205073 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178372 members 
Mstep: Class 12 contains 176062 members 
Mstep: Class 13 contains 78638 members 
Mstep: Class 14 contains 212831 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687888.000000 Penalty: 69388.398438
Iteration 447Q: 21 clusters Score -1.496879e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 142618 members 
Mstep: Class 3 contains 205083 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178368 members 
Mstep: Class 12 contains 176071 members 
Mstep: Class 13 contains 78636 members 
Mstep: Class 14 contains 212822 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 62514 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687936.000000 Penalty: 69388.398438
Iteration 448Q: 21 clusters Score -1.496879e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 142618 members 
Mstep: Class 3 contains 205088 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178355 members 
Mstep: Class 12 contains 176076 members 
Mstep: Class 13 contains 78637 members 
Mstep: Class 14 contains 212817 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 62518 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687904.000000 Penalty: 69388.398438
Iteration 449Q: 21 clusters Score -1.496879e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 142626 members 
Mstep: Class 3 contains 205104 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178343 members 
Mstep: Class 12 contains 176072 members 
Mstep: Class 13 contains 78634 members 
Mstep: Class 14 contains 212808 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 62523 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687904.000000 Penalty: 69388.398438
Iteration 450Q: 21 clusters Score -1.496879e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 142628 members 
Mstep: Class 3 contains 205121 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178345 members 
Mstep: Class 12 contains 176071 members 
Mstep: Class 13 contains 78629 members 
Mstep: Class 14 contains 212797 members 
Mstep: Class 15 contains 53766 members 
Mstep: Class 16 contains 62521 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687904.000000 Penalty: 69388.398438
Iteration 451Q: 21 clusters Score -1.496879e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 142627 members 
Mstep: Class 3 contains 205119 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178354 members 
Mstep: Class 12 contains 176069 members 
Mstep: Class 13 contains 78630 members 
Mstep: Class 14 contains 212794 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 62521 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688000.000000 Penalty: 69388.398438
Iteration 452Q: 21 clusters Score -1.49688e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 142631 members 
Mstep: Class 3 contains 205108 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178356 members 
Mstep: Class 12 contains 176064 members 
Mstep: Class 13 contains 78631 members 
Mstep: Class 14 contains 212798 members 
Mstep: Class 15 contains 53764 members 
Mstep: Class 16 contains 62523 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687888.000000 Penalty: 69388.398438
Iteration 453Q: 21 clusters Score -1.496879e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 142633 members 
Mstep: Class 3 contains 205126 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178353 members 
Mstep: Class 12 contains 176067 members 
Mstep: Class 13 contains 78627 members 
Mstep: Class 14 contains 212781 members 
Mstep: Class 15 contains 53762 members 
Mstep: Class 16 contains 62526 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 454Q: 21 clusters Score -1.496879e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 142629 members 
Mstep: Class 3 contains 205144 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178355 members 
Mstep: Class 12 contains 176062 members 
Mstep: Class 13 contains 78621 members 
Mstep: Class 14 contains 212774 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62525 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687952.000000 Penalty: 69388.398438
Iteration 455Q: 21 clusters Score -1.49688e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 142620 members 
Mstep: Class 3 contains 205165 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178356 members 
Mstep: Class 12 contains 176060 members 
Mstep: Class 13 contains 78616 members 
Mstep: Class 14 contains 212773 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62522 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 456Q: 21 clusters Score -1.496879e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 142612 members 
Mstep: Class 3 contains 205166 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178362 members 
Mstep: Class 12 contains 176058 members 
Mstep: Class 13 contains 78613 members 
Mstep: Class 14 contains 212781 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62522 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687872.000000 Penalty: 69388.398438
Iteration 457Q: 21 clusters Score -1.496879e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 142601 members 
Mstep: Class 3 contains 205165 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178371 members 
Mstep: Class 12 contains 176051 members 
Mstep: Class 13 contains 78611 members 
Mstep: Class 14 contains 212787 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62522 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687920.000000 Penalty: 69388.398438
Iteration 458Q: 21 clusters Score -1.496879e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 142595 members 
Mstep: Class 3 contains 205168 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178386 members 
Mstep: Class 12 contains 176042 members 
Mstep: Class 13 contains 78610 members 
Mstep: Class 14 contains 212783 members 
Mstep: Class 15 contains 53761 members 
Mstep: Class 16 contains 62522 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687840.000000 Penalty: 69388.398438
Iteration 459Q: 21 clusters Score -1.496878e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 142589 members 
Mstep: Class 3 contains 205166 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178394 members 
Mstep: Class 12 contains 176036 members 
Mstep: Class 13 contains 78609 members 
Mstep: Class 14 contains 212795 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62520 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 460F: 21 clusters Score -1.496879e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 142585 members 
Mstep: Class 3 contains 205160 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178400 members 
Mstep: Class 12 contains 176031 members 
Mstep: Class 13 contains 78609 members 
Mstep: Class 14 contains 212807 members 
Mstep: Class 15 contains 53761 members 
Mstep: Class 16 contains 62519 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687968.000000 Penalty: 69388.398438
Iteration 461Q: 21 clusters Score -1.49688e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 142577 members 
Mstep: Class 3 contains 205161 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178405 members 
Mstep: Class 12 contains 176026 members 
Mstep: Class 13 contains 78606 members 
Mstep: Class 14 contains 212815 members 
Mstep: Class 15 contains 53762 members 
Mstep: Class 16 contains 62517 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687952.000000 Penalty: 69388.398438
Iteration 462Q: 21 clusters Score -1.49688e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 142571 members 
Mstep: Class 3 contains 205163 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178405 members 
Mstep: Class 12 contains 176026 members 
Mstep: Class 13 contains 78605 members 
Mstep: Class 14 contains 212822 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62515 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687968.000000 Penalty: 69388.398438
Iteration 463Q: 21 clusters Score -1.49688e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 142567 members 
Mstep: Class 3 contains 205173 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178401 members 
Mstep: Class 12 contains 176026 members 
Mstep: Class 13 contains 78603 members 
Mstep: Class 14 contains 212824 members 
Mstep: Class 15 contains 53757 members 
Mstep: Class 16 contains 62516 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687904.000000 Penalty: 69388.398438
Iteration 464Q: 21 clusters Score -1.496879e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 142563 members 
Mstep: Class 3 contains 205172 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178395 members 
Mstep: Class 12 contains 176022 members 
Mstep: Class 13 contains 78604 members 
Mstep: Class 14 contains 212834 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62514 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687952.000000 Penalty: 69388.398438
Iteration 465Q: 21 clusters Score -1.49688e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 142564 members 
Mstep: Class 3 contains 205175 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178393 members 
Mstep: Class 12 contains 176018 members 
Mstep: Class 13 contains 78601 members 
Mstep: Class 14 contains 212842 members 
Mstep: Class 15 contains 53756 members 
Mstep: Class 16 contains 62514 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688032.000000 Penalty: 69388.398438
Iteration 466Q: 21 clusters Score -1.49688e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142560 members 
Mstep: Class 3 contains 205177 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178395 members 
Mstep: Class 12 contains 176010 members 
Mstep: Class 13 contains 78599 members 
Mstep: Class 14 contains 212849 members 
Mstep: Class 15 contains 53756 members 
Mstep: Class 16 contains 62515 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688048.000000 Penalty: 69388.398438
Iteration 467Q: 21 clusters Score -1.49688e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142560 members 
Mstep: Class 3 contains 205177 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178403 members 
Mstep: Class 12 contains 176000 members 
Mstep: Class 13 contains 78597 members 
Mstep: Class 14 contains 212856 members 
Mstep: Class 15 contains 53754 members 
Mstep: Class 16 contains 62514 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688064.000000 Penalty: 69388.398438
Iteration 468Q: 21 clusters Score -1.496881e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 142550 members 
Mstep: Class 3 contains 205172 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178400 members 
Mstep: Class 12 contains 175990 members 
Mstep: Class 13 contains 78599 members 
Mstep: Class 14 contains 212882 members 
Mstep: Class 15 contains 53753 members 
Mstep: Class 16 contains 62513 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688048.000000 Penalty: 69388.398438
Iteration 469Q: 21 clusters Score -1.49688e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 142545 members 
Mstep: Class 3 contains 205175 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178406 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 78597 members 
Mstep: Class 14 contains 212889 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688000.000000 Penalty: 69388.398438
Iteration 470Q: 21 clusters Score -1.49688e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 142534 members 
Mstep: Class 3 contains 205166 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178406 members 
Mstep: Class 12 contains 175980 members 
Mstep: Class 13 contains 78596 members 
Mstep: Class 14 contains 212916 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688048.000000 Penalty: 69388.398438
Iteration 471Q: 21 clusters Score -1.49688e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 142525 members 
Mstep: Class 3 contains 205173 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178410 members 
Mstep: Class 12 contains 175975 members 
Mstep: Class 13 contains 78593 members 
Mstep: Class 14 contains 212918 members 
Mstep: Class 15 contains 53753 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688016.000000 Penalty: 69388.398438
Iteration 472Q: 21 clusters Score -1.49688e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 142520 members 
Mstep: Class 3 contains 205177 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178412 members 
Mstep: Class 12 contains 175971 members 
Mstep: Class 13 contains 78591 members 
Mstep: Class 14 contains 212928 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688064.000000 Penalty: 69388.398438
Iteration 473Q: 21 clusters Score -1.496881e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 142516 members 
Mstep: Class 3 contains 205183 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178415 members 
Mstep: Class 12 contains 175971 members 
Mstep: Class 13 contains 78589 members 
Mstep: Class 14 contains 212926 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687936.000000 Penalty: 69388.398438
Iteration 474Q: 21 clusters Score -1.496879e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142510 members 
Mstep: Class 3 contains 205181 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178419 members 
Mstep: Class 12 contains 175969 members 
Mstep: Class 13 contains 78585 members 
Mstep: Class 14 contains 212936 members 
Mstep: Class 15 contains 53751 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687920.000000 Penalty: 69388.398438
Iteration 475Q: 21 clusters Score -1.496879e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142500 members 
Mstep: Class 3 contains 205178 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178420 members 
Mstep: Class 12 contains 175978 members 
Mstep: Class 13 contains 78584 members 
Mstep: Class 14 contains 212940 members 
Mstep: Class 15 contains 53750 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688016.000000 Penalty: 69388.398438
Iteration 476Q: 21 clusters Score -1.49688e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142485 members 
Mstep: Class 3 contains 205180 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178424 members 
Mstep: Class 12 contains 175984 members 
Mstep: Class 13 contains 78582 members 
Mstep: Class 14 contains 212948 members 
Mstep: Class 15 contains 53750 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687968.000000 Penalty: 69388.398438
Iteration 477Q: 21 clusters Score -1.49688e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 142474 members 
Mstep: Class 3 contains 205192 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178431 members 
Mstep: Class 12 contains 175986 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 212938 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687984.000000 Penalty: 69388.398438
Iteration 478Q: 21 clusters Score -1.49688e+08 nChanged 55
Entering ConstructFrom: 
Score: -149687984.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (55288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Entering Unmasked Estep 
Score: -7162764.000000 Penalty: 2708.237061
	Iteration 0F: 2 clusters Score -7162764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -7125537.000000 Penalty: 5416.474121
	Iteration 0F: 3 clusters Score -7125537 nChanged 25636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -7139992.500000 Penalty: 5416.474121
	Iteration 1F: 3 clusters Score -7139992 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -7140999.500000 Penalty: 5416.474121
	Iteration 2Q: 3 clusters Score -7141000 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -7142415.000000 Penalty: 5416.474121
	Iteration 3F: 3 clusters Score -7142415 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -7144505.500000 Penalty: 5416.474121
	Iteration 4F: 3 clusters Score -7144506 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -7147370.500000 Penalty: 5416.474121
	Iteration 5F: 3 clusters Score -7147370 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -7151111.000000 Penalty: 5416.474121
	Iteration 6F: 3 clusters Score -7151111 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -7154477.500000 Penalty: 5416.474121
	Iteration 7F: 3 clusters Score -7154478 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -7156203.500000 Penalty: 5416.474121
	Iteration 8Q: 3 clusters Score -7156204 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -7156827.000000 Penalty: 5416.474121
	Iteration 9Q: 3 clusters Score -7156827 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -7157198.500000 Penalty: 5416.474121
	Iteration 10Q: 3 clusters Score -7157198 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -7157456.500000 Penalty: 5416.474121
	Iteration 11Q: 3 clusters Score -7157456 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -7157683.000000 Penalty: 5416.474121
	Iteration 12Q: 3 clusters Score -7157683 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -7157849.000000 Penalty: 5416.474121
	Iteration 13Q: 3 clusters Score -7157849 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -7157991.500000 Penalty: 5416.474121
	Iteration 14Q: 3 clusters Score -7157992 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -7158137.500000 Penalty: 5416.474121
	Iteration 15Q: 3 clusters Score -7158138 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -7158269.000000 Penalty: 5416.474121
	Iteration 16Q: 3 clusters Score -7158269 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -7158407.500000 Penalty: 5416.474121
	Iteration 17Q: 3 clusters Score -7158408 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -7158544.500000 Penalty: 5416.474121
	Iteration 18Q: 3 clusters Score -7158544 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7158664.500000 Penalty: 5416.474121
	Iteration 19Q: 3 clusters Score -7158664 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -7158816.500000 Penalty: 5416.474121
	Iteration 20F: 3 clusters Score -7158816 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -7158944.500000 Penalty: 5416.474121
	Iteration 21Q: 3 clusters Score -7158944 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -7159056.500000 Penalty: 5416.474121
	Iteration 22Q: 3 clusters Score -7159056 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -7159191.000000 Penalty: 5416.474121
	Iteration 23Q: 3 clusters Score -7159191 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -7159322.000000 Penalty: 5416.474121
	Iteration 24Q: 3 clusters Score -7159322 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -7159408.000000 Penalty: 5416.474121
	Iteration 25Q: 3 clusters Score -7159408 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -7159483.000000 Penalty: 5416.474121
	Iteration 26Q: 3 clusters Score -7159483 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7159564.500000 Penalty: 5416.474121
	Iteration 27Q: 3 clusters Score -7159564 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -7159671.000000 Penalty: 5416.474121
	Iteration 28Q: 3 clusters Score -7159671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7159784.500000 Penalty: 5416.474121
	Iteration 29Q: 3 clusters Score -7159784 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7159857.000000 Penalty: 5416.474121
	Iteration 30Q: 3 clusters Score -7159857 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7159909.000000 Penalty: 5416.474121
	Iteration 31Q: 3 clusters Score -7159909 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -7159958.000000 Penalty: 5416.474121
	Iteration 32Q: 3 clusters Score -7159958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7160014.000000 Penalty: 5416.474121
	Iteration 33Q: 3 clusters Score -7160014 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7160101.000000 Penalty: 5416.474121
	Iteration 34Q: 3 clusters Score -7160101 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7160204.500000 Penalty: 5416.474121
	Iteration 35Q: 3 clusters Score -7160204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7160250.000000 Penalty: 5416.474121
	Iteration 36Q: 3 clusters Score -7160250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7160316.500000 Penalty: 5416.474121
	Iteration 37Q: 3 clusters Score -7160316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7160352.000000 Penalty: 5416.474121
	Iteration 38Q: 3 clusters Score -7160352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7160400.500000 Penalty: 5416.474121
	Iteration 39Q: 3 clusters Score -7160400 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7160425.500000 Penalty: 5416.474121
	Iteration 40F: 3 clusters Score -7160426 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7160464.000000 Penalty: 5416.474121
	Iteration 41Q: 3 clusters Score -7160464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7160476.000000 Penalty: 5416.474121
	Iteration 42Q: 3 clusters Score -7160476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7160514.000000 Penalty: 5416.474121
	Iteration 43Q: 3 clusters Score -7160514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7160530.500000 Penalty: 5416.474121
	Iteration 44Q: 3 clusters Score -7160530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7160560.500000 Penalty: 5416.474121
	Iteration 45Q: 3 clusters Score -7160560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7160584.000000 Penalty: 5416.474121
	Iteration 46Q: 3 clusters Score -7160584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7160598.000000 Penalty: 5416.474121
	Iteration 47Q: 3 clusters Score -7160598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7160629.500000 Penalty: 5416.474121
	Iteration 48Q: 3 clusters Score -7160630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -7160626.500000 Penalty: 5416.474121
	Iteration 49Q: 3 clusters Score -7160626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7160641.000000 Penalty: 5416.474121
	Iteration 50Q: 3 clusters Score -7160641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7160644.000000 Penalty: 5416.474121
	Iteration 51Q: 3 clusters Score -7160644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7160657.500000 Penalty: 5416.474121
	Iteration 52Q: 3 clusters Score -7160658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7160663.000000 Penalty: 5416.474121
	Iteration 53Q: 3 clusters Score -7160663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7160678.000000 Penalty: 5416.474121
	Iteration 54Q: 3 clusters Score -7160678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7160678.500000 Penalty: 5416.474121
	Iteration 55Q: 3 clusters Score -7160678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7160701.500000 Penalty: 5416.474121
	Iteration 56Q: 3 clusters Score -7160702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7160717.500000 Penalty: 5416.474121
	Iteration 57Q: 3 clusters Score -7160718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7160718.000000 Penalty: 5416.474121
	Iteration 58Q: 3 clusters Score -7160718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7160728.000000 Penalty: 5416.474121
	Iteration 59Q: 3 clusters Score -7160728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7160740.000000 Penalty: 5416.474121
	Iteration 60F: 3 clusters Score -7160740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7160744.000000 Penalty: 5416.474121
	Iteration 61Q: 3 clusters Score -7160744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7160745.000000 Penalty: 5416.474121
	Iteration 62Q: 3 clusters Score -7160745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7160751.500000 Penalty: 5416.474121
	Iteration 63Q: 3 clusters Score -7160752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7160757.500000 Penalty: 5416.474121
	Iteration 64Q: 3 clusters Score -7160758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7160762.500000 Penalty: 5416.474121
	Iteration 65Q: 3 clusters Score -7160762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7160758.000000 Penalty: 5416.474121
	Iteration 66Q: 3 clusters Score -7160758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7160766.000000 Penalty: 5416.474121
	Iteration 67Q: 3 clusters Score -7160766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7160779.500000 Penalty: 5416.474121
	Iteration 68Q: 3 clusters Score -7160780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7160775.000000 Penalty: 5416.474121
	Iteration 69Q: 3 clusters Score -7160775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7160783.500000 Penalty: 5416.474121
	Iteration 70Q: 3 clusters Score -7160784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7160777.000000 Penalty: 5416.474121
	Iteration 71Q: 3 clusters Score -7160777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7160776.500000 Penalty: 5416.474121
	Iteration 72Q: 3 clusters Score -7160776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7160776.000000 Penalty: 5416.474121
	Iteration 73Q: 3 clusters Score -7160776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7160776.000000 Penalty: 5416.474121
	Iteration 74F: 3 clusters Score -7160776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (142466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142466 members 
Entering Unmasked Estep 
Score: -18254044.000000 Penalty: 2942.980957
	Iteration 0F: 2 clusters Score -1.825404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -18159338.000000 Penalty: 5885.961914
	Iteration 0F: 3 clusters Score -1.815934e+07 nChanged 67851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -18198036.000000 Penalty: 5885.961914
	Iteration 1F: 3 clusters Score -1.819804e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -18198778.000000 Penalty: 5885.961914
	Iteration 2Q: 3 clusters Score -1.819878e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -18199762.000000 Penalty: 5885.961914
	Iteration 3Q: 3 clusters Score -1.819976e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -18201114.000000 Penalty: 5885.961914
	Iteration 4Q: 3 clusters Score -1.820111e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -18203154.000000 Penalty: 5885.961914
	Iteration 5Q: 3 clusters Score -1.820315e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -18206786.000000 Penalty: 5885.961914
	Iteration 6F: 3 clusters Score -1.820679e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -18212976.000000 Penalty: 5885.961914
	Iteration 7F: 3 clusters Score -1.821298e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 105461 members 
Entering Unmasked Estep 
Score: -18222264.000000 Penalty: 5885.961914
	Iteration 8F: 3 clusters Score -1.822226e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -18232828.000000 Penalty: 5885.961914
	Iteration 9F: 3 clusters Score -1.823283e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 123638 members 
Entering Unmasked Estep 
Score: -18242190.000000 Penalty: 5885.961914
	Iteration 10F: 3 clusters Score -1.824219e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 127784 members 
Entering Unmasked Estep 
Score: -18247288.000000 Penalty: 5885.961914
	Iteration 11Q: 3 clusters Score -1.824729e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 129815 members 
Entering Unmasked Estep 
Score: -18249096.000000 Penalty: 5885.961914
	Iteration 12Q: 3 clusters Score -1.82491e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 131168 members 
Entering Unmasked Estep 
Score: -18249892.000000 Penalty: 5885.961914
	Iteration 13Q: 3 clusters Score -1.824989e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 132312 members 
Entering Unmasked Estep 
Score: -18250336.000000 Penalty: 5885.961914
	Iteration 14Q: 3 clusters Score -1.825034e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 133281 members 
Entering Unmasked Estep 
Score: -18250646.000000 Penalty: 5885.961914
	Iteration 15Q: 3 clusters Score -1.825065e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -18250952.000000 Penalty: 5885.961914
	Iteration 16Q: 3 clusters Score -1.825095e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -18251184.000000 Penalty: 5885.961914
	Iteration 17Q: 3 clusters Score -1.825118e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 135491 members 
Entering Unmasked Estep 
Score: -18251468.000000 Penalty: 5885.961914
	Iteration 18Q: 3 clusters Score -1.825147e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 136002 members 
Entering Unmasked Estep 
Score: -18251574.000000 Penalty: 5885.961914
	Iteration 19Q: 3 clusters Score -1.825157e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -18251654.000000 Penalty: 5885.961914
	Iteration 20F: 3 clusters Score -1.825165e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 136883 members 
Entering Unmasked Estep 
Score: -18251750.000000 Penalty: 5885.961914
	Iteration 21Q: 3 clusters Score -1.825175e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 137246 members 
Entering Unmasked Estep 
Score: -18251814.000000 Penalty: 5885.961914
	Iteration 22Q: 3 clusters Score -1.825181e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -18251890.000000 Penalty: 5885.961914
	Iteration 23Q: 3 clusters Score -1.825189e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -18251878.000000 Penalty: 5885.961914
	Iteration 24Q: 3 clusters Score -1.825188e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 138079 members 
Entering Unmasked Estep 
Score: -18251894.000000 Penalty: 5885.961914
	Iteration 25Q: 3 clusters Score -1.825189e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -18251974.000000 Penalty: 5885.961914
	Iteration 26Q: 3 clusters Score -1.825197e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 138478 members 
Entering Unmasked Estep 
Score: -18252022.000000 Penalty: 5885.961914
	Iteration 27Q: 3 clusters Score -1.825202e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 138652 members 
Entering Unmasked Estep 
Score: -18252066.000000 Penalty: 5885.961914
	Iteration 28Q: 3 clusters Score -1.825207e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 138789 members 
Entering Unmasked Estep 
Score: -18252070.000000 Penalty: 5885.961914
	Iteration 29Q: 3 clusters Score -1.825207e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -18252106.000000 Penalty: 5885.961914
	Iteration 30Q: 3 clusters Score -1.825211e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -18252146.000000 Penalty: 5885.961914
	Iteration 31Q: 3 clusters Score -1.825215e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 139185 members 
Entering Unmasked Estep 
Score: -18252160.000000 Penalty: 5885.961914
	Iteration 32Q: 3 clusters Score -1.825216e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 139299 members 
Entering Unmasked Estep 
Score: -18252154.000000 Penalty: 5885.961914
	Iteration 33Q: 3 clusters Score -1.825215e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 139374 members 
Entering Unmasked Estep 
Score: -18252194.000000 Penalty: 5885.961914
	Iteration 34Q: 3 clusters Score -1.825219e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 139454 members 
Entering Unmasked Estep 
Score: -18252212.000000 Penalty: 5885.961914
	Iteration 35Q: 3 clusters Score -1.825221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -18252220.000000 Penalty: 5885.961914
	Iteration 36Q: 3 clusters Score -1.825222e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 139578 members 
Entering Unmasked Estep 
Score: -18252214.000000 Penalty: 5885.961914
	Iteration 37Q: 3 clusters Score -1.825221e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 139633 members 
Entering Unmasked Estep 
Score: -18252238.000000 Penalty: 5885.961914
	Iteration 38Q: 3 clusters Score -1.825224e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 139687 members 
Entering Unmasked Estep 
Score: -18252258.000000 Penalty: 5885.961914
	Iteration 39Q: 3 clusters Score -1.825226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -18252280.000000 Penalty: 5885.961914
	Iteration 40F: 3 clusters Score -1.825228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 139781 members 
Entering Unmasked Estep 
Score: -18252268.000000 Penalty: 5885.961914
	Iteration 41Q: 3 clusters Score -1.825227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 139818 members 
Entering Unmasked Estep 
Score: -18252260.000000 Penalty: 5885.961914
	Iteration 42Q: 3 clusters Score -1.825226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -18252264.000000 Penalty: 5885.961914
	Iteration 43Q: 3 clusters Score -1.825226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 139865 members 
Entering Unmasked Estep 
Score: -18252272.000000 Penalty: 5885.961914
	Iteration 44Q: 3 clusters Score -1.825227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 139891 members 
Entering Unmasked Estep 
Score: -18252278.000000 Penalty: 5885.961914
	Iteration 45Q: 3 clusters Score -1.825228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -18252284.000000 Penalty: 5885.961914
	Iteration 46Q: 3 clusters Score -1.825228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 139940 members 
Entering Unmasked Estep 
Score: -18252268.000000 Penalty: 5885.961914
	Iteration 47Q: 3 clusters Score -1.825227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -18252258.000000 Penalty: 5885.961914
	Iteration 48Q: 3 clusters Score -1.825226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 139979 members 
Entering Unmasked Estep 
Score: -18252276.000000 Penalty: 5885.961914
	Iteration 49Q: 3 clusters Score -1.825228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 139997 members 
Entering Unmasked Estep 
Score: -18252262.000000 Penalty: 5885.961914
	Iteration 50Q: 3 clusters Score -1.825226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 140019 members 
Entering Unmasked Estep 
Score: -18252272.000000 Penalty: 5885.961914
	Iteration 51Q: 3 clusters Score -1.825227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -18252264.000000 Penalty: 5885.961914
	Iteration 52Q: 3 clusters Score -1.825226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -18252254.000000 Penalty: 5885.961914
	Iteration 53Q: 3 clusters Score -1.825225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -18252292.000000 Penalty: 5885.961914
	Iteration 54Q: 3 clusters Score -1.825229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -18252284.000000 Penalty: 5885.961914
	Iteration 55Q: 3 clusters Score -1.825228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 140129 members 
Entering Unmasked Estep 
Score: -18252288.000000 Penalty: 5885.961914
	Iteration 56Q: 3 clusters Score -1.825229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 140144 members 
Entering Unmasked Estep 
Score: -18252284.000000 Penalty: 5885.961914
	Iteration 57Q: 3 clusters Score -1.825228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 140160 members 
Entering Unmasked Estep 
Score: -18252308.000000 Penalty: 5885.961914
	Iteration 58Q: 3 clusters Score -1.825231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 140174 members 
Entering Unmasked Estep 
Score: -18252320.000000 Penalty: 5885.961914
	Iteration 59Q: 3 clusters Score -1.825232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 140181 members 
Entering Unmasked Estep 
Score: -18252312.000000 Penalty: 5885.961914
	Iteration 60F: 3 clusters Score -1.825231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 140189 members 
Entering Unmasked Estep 
Score: -18252308.000000 Penalty: 5885.961914
	Iteration 61Q: 3 clusters Score -1.825231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 140198 members 
Entering Unmasked Estep 
Score: -18252288.000000 Penalty: 5885.961914
	Iteration 62Q: 3 clusters Score -1.825229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -18252292.000000 Penalty: 5885.961914
	Iteration 63Q: 3 clusters Score -1.825229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 140215 members 
Entering Unmasked Estep 
Score: -18252294.000000 Penalty: 5885.961914
	Iteration 64Q: 3 clusters Score -1.825229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 140219 members 
Entering Unmasked Estep 
Score: -18252308.000000 Penalty: 5885.961914
	Iteration 65Q: 3 clusters Score -1.825231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 140227 members 
Entering Unmasked Estep 
Score: -18252298.000000 Penalty: 5885.961914
	Iteration 66Q: 3 clusters Score -1.82523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 140240 members 
Entering Unmasked Estep 
Score: -18252304.000000 Penalty: 5885.961914
	Iteration 67Q: 3 clusters Score -1.82523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 140253 members 
Entering Unmasked Estep 
Score: -18252320.000000 Penalty: 5885.961914
	Iteration 68Q: 3 clusters Score -1.825232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 140267 members 
Entering Unmasked Estep 
Score: -18252318.000000 Penalty: 5885.961914
	Iteration 69Q: 3 clusters Score -1.825232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 140278 members 
Entering Unmasked Estep 
Score: -18252318.000000 Penalty: 5885.961914
	Iteration 70Q: 3 clusters Score -1.825232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 140283 members 
Entering Unmasked Estep 
Score: -18252332.000000 Penalty: 5885.961914
	Iteration 71Q: 3 clusters Score -1.825233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 140287 members 
Entering Unmasked Estep 
Score: -18252332.000000 Penalty: 5885.961914
	Iteration 72Q: 3 clusters Score -1.825233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -18252348.000000 Penalty: 5885.961914
	Iteration 73Q: 3 clusters Score -1.825235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 140290 members 
Entering Unmasked Estep 
Score: -18252348.000000 Penalty: 5885.961914
	Iteration 74F: 3 clusters Score -1.825235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (205194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205194 members 
Entering Unmasked Estep 
Score: -26229134.000000 Penalty: 3033.464355
	Iteration 0F: 2 clusters Score -2.622913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -26094892.000000 Penalty: 6066.928711
	Iteration 0F: 3 clusters Score -2.609489e+07 nChanged 99054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -26152762.000000 Penalty: 6066.928711
	Iteration 1F: 3 clusters Score -2.615276e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -26154004.000000 Penalty: 6066.928711
	Iteration 2Q: 3 clusters Score -2.6154e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -26156142.000000 Penalty: 6066.928711
	Iteration 3Q: 3 clusters Score -2.615614e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121697 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -26160224.000000 Penalty: 6066.928711
	Iteration 4Q: 3 clusters Score -2.616022e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131450 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -26167910.000000 Penalty: 6066.928711
	Iteration 5F: 3 clusters Score -2.616791e+07 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -26180086.000000 Penalty: 6066.928711
	Iteration 6F: 3 clusters Score -2.618009e+07 nChanged 17218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -26195630.000000 Penalty: 6066.928711
	Iteration 7F: 3 clusters Score -2.619563e+07 nChanged 14394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -26211542.000000 Penalty: 6066.928711
	Iteration 8F: 3 clusters Score -2.621154e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -26224018.000000 Penalty: 6066.928711
	Iteration 9Q: 3 clusters Score -2.622402e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -26228086.000000 Penalty: 6066.928711
	Iteration 10Q: 3 clusters Score -2.622809e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178292 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -26229126.000000 Penalty: 6066.928711
	Iteration 11Q: 3 clusters Score -2.622913e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178968 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -26229422.000000 Penalty: 6066.928711
	Iteration 12Q: 3 clusters Score -2.622942e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -26229662.000000 Penalty: 6066.928711
	Iteration 13Q: 3 clusters Score -2.622966e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180122 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -26229820.000000 Penalty: 6066.928711
	Iteration 14Q: 3 clusters Score -2.622982e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -26229890.000000 Penalty: 6066.928711
	Iteration 15Q: 3 clusters Score -2.622989e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -26229938.000000 Penalty: 6066.928711
	Iteration 16Q: 3 clusters Score -2.622994e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -26230004.000000 Penalty: 6066.928711
	Iteration 17Q: 3 clusters Score -2.623e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181915 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -26230152.000000 Penalty: 6066.928711
	Iteration 18Q: 3 clusters Score -2.623015e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182312 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -26230222.000000 Penalty: 6066.928711
	Iteration 19Q: 3 clusters Score -2.623022e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182716 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -26230266.000000 Penalty: 6066.928711
	Iteration 20F: 3 clusters Score -2.623027e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -26230318.000000 Penalty: 6066.928711
	Iteration 21Q: 3 clusters Score -2.623032e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183470 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -26230354.000000 Penalty: 6066.928711
	Iteration 22Q: 3 clusters Score -2.623035e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -26230310.000000 Penalty: 6066.928711
	Iteration 23Q: 3 clusters Score -2.623031e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -26230358.000000 Penalty: 6066.928711
	Iteration 24Q: 3 clusters Score -2.623036e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -26230332.000000 Penalty: 6066.928711
	Iteration 25Q: 3 clusters Score -2.623033e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184847 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -26230268.000000 Penalty: 6066.928711
	Iteration 26Q: 3 clusters Score -2.623027e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185184 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -26230274.000000 Penalty: 6066.928711
	Iteration 27Q: 3 clusters Score -2.623027e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185492 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -26230290.000000 Penalty: 6066.928711
	Iteration 28Q: 3 clusters Score -2.623029e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -26230260.000000 Penalty: 6066.928711
	Iteration 29Q: 3 clusters Score -2.623026e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186115 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -26230242.000000 Penalty: 6066.928711
	Iteration 30Q: 3 clusters Score -2.623024e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186415 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -26230208.000000 Penalty: 6066.928711
	Iteration 31Q: 3 clusters Score -2.623021e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186697 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -26230222.000000 Penalty: 6066.928711
	Iteration 32Q: 3 clusters Score -2.623022e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186948 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -26230222.000000 Penalty: 6066.928711
	Iteration 33Q: 3 clusters Score -2.623022e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187173 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -26230194.000000 Penalty: 6066.928711
	Iteration 34Q: 3 clusters Score -2.623019e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187401 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -26230136.000000 Penalty: 6066.928711
	Iteration 35Q: 3 clusters Score -2.623014e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187616 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -26230124.000000 Penalty: 6066.928711
	Iteration 36Q: 3 clusters Score -2.623012e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187822 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -26230134.000000 Penalty: 6066.928711
	Iteration 37Q: 3 clusters Score -2.623013e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188043 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -26230106.000000 Penalty: 6066.928711
	Iteration 38Q: 3 clusters Score -2.623011e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -26230060.000000 Penalty: 6066.928711
	Iteration 39Q: 3 clusters Score -2.623006e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188486 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -26230024.000000 Penalty: 6066.928711
	Iteration 40F: 3 clusters Score -2.623002e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188706 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -26230066.000000 Penalty: 6066.928711
	Iteration 41Q: 3 clusters Score -2.623007e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188912 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -26230044.000000 Penalty: 6066.928711
	Iteration 42Q: 3 clusters Score -2.623004e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189092 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -26230072.000000 Penalty: 6066.928711
	Iteration 43Q: 3 clusters Score -2.623007e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189269 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -26230066.000000 Penalty: 6066.928711
	Iteration 44Q: 3 clusters Score -2.623007e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189451 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -26230086.000000 Penalty: 6066.928711
	Iteration 45Q: 3 clusters Score -2.623009e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189616 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -26230084.000000 Penalty: 6066.928711
	Iteration 46Q: 3 clusters Score -2.623008e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189754 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -26230032.000000 Penalty: 6066.928711
	Iteration 47Q: 3 clusters Score -2.623003e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189882 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -26230086.000000 Penalty: 6066.928711
	Iteration 48Q: 3 clusters Score -2.623009e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190012 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -26230026.000000 Penalty: 6066.928711
	Iteration 49Q: 3 clusters Score -2.623003e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190133 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -26230024.000000 Penalty: 6066.928711
	Iteration 50Q: 3 clusters Score -2.623002e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190240 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -26230046.000000 Penalty: 6066.928711
	Iteration 51Q: 3 clusters Score -2.623005e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190366 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -26230064.000000 Penalty: 6066.928711
	Iteration 52Q: 3 clusters Score -2.623006e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190499 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -26230012.000000 Penalty: 6066.928711
	Iteration 53Q: 3 clusters Score -2.623001e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190641 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -26230010.000000 Penalty: 6066.928711
	Iteration 54Q: 3 clusters Score -2.623001e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190786 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -26229986.000000 Penalty: 6066.928711
	Iteration 55Q: 3 clusters Score -2.622999e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190912 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -26229982.000000 Penalty: 6066.928711
	Iteration 56Q: 3 clusters Score -2.622998e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191027 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -26229980.000000 Penalty: 6066.928711
	Iteration 57Q: 3 clusters Score -2.622998e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191137 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -26229948.000000 Penalty: 6066.928711
	Iteration 58Q: 3 clusters Score -2.622995e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191243 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -26229922.000000 Penalty: 6066.928711
	Iteration 59Q: 3 clusters Score -2.622992e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191369 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -26229884.000000 Penalty: 6066.928711
	Iteration 60F: 3 clusters Score -2.622988e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191485 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -26229840.000000 Penalty: 6066.928711
	Iteration 61Q: 3 clusters Score -2.622984e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -26229820.000000 Penalty: 6066.928711
	Iteration 62Q: 3 clusters Score -2.622982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191708 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -26229798.000000 Penalty: 6066.928711
	Iteration 63Q: 3 clusters Score -2.62298e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191811 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -26229776.000000 Penalty: 6066.928711
	Iteration 64Q: 3 clusters Score -2.622978e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191904 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -26229762.000000 Penalty: 6066.928711
	Iteration 65Q: 3 clusters Score -2.622976e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191997 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -26229748.000000 Penalty: 6066.928711
	Iteration 66Q: 3 clusters Score -2.622975e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192097 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -26229722.000000 Penalty: 6066.928711
	Iteration 67Q: 3 clusters Score -2.622972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192193 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -26229740.000000 Penalty: 6066.928711
	Iteration 68Q: 3 clusters Score -2.622974e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192294 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -26229744.000000 Penalty: 6066.928711
	Iteration 69Q: 3 clusters Score -2.622974e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192389 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -26229708.000000 Penalty: 6066.928711
	Iteration 70Q: 3 clusters Score -2.622971e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192481 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -26229690.000000 Penalty: 6066.928711
	Iteration 71Q: 3 clusters Score -2.622969e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192560 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -26229720.000000 Penalty: 6066.928711
	Iteration 72Q: 3 clusters Score -2.622972e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192633 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -26229684.000000 Penalty: 6066.928711
	Iteration 73Q: 3 clusters Score -2.622968e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192711 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -26229636.000000 Penalty: 6066.928711
	Iteration 74Q: 3 clusters Score -2.622964e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192776 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -26229672.000000 Penalty: 6066.928711
	Iteration 75Q: 3 clusters Score -2.622967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -26229696.000000 Penalty: 6066.928711
	Iteration 76Q: 3 clusters Score -2.62297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192875 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -26229732.000000 Penalty: 6066.928711
	Iteration 77Q: 3 clusters Score -2.622973e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192919 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -26229734.000000 Penalty: 6066.928711
	Iteration 78Q: 3 clusters Score -2.622973e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192970 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -26229750.000000 Penalty: 6066.928711
	Iteration 79Q: 3 clusters Score -2.622975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193022 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -26229690.000000 Penalty: 6066.928711
	Iteration 80F: 3 clusters Score -2.622969e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193083 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -26229688.000000 Penalty: 6066.928711
	Iteration 81Q: 3 clusters Score -2.622969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193147 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -26229674.000000 Penalty: 6066.928711
	Iteration 82Q: 3 clusters Score -2.622967e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193218 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -26229670.000000 Penalty: 6066.928711
	Iteration 83Q: 3 clusters Score -2.622967e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193275 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -26229676.000000 Penalty: 6066.928711
	Iteration 84Q: 3 clusters Score -2.622968e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193330 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -26229680.000000 Penalty: 6066.928711
	Iteration 85Q: 3 clusters Score -2.622968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193393 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -26229674.000000 Penalty: 6066.928711
	Iteration 86Q: 3 clusters Score -2.622967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193449 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -26229710.000000 Penalty: 6066.928711
	Iteration 87Q: 3 clusters Score -2.622971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193502 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -26229680.000000 Penalty: 6066.928711
	Iteration 88Q: 3 clusters Score -2.622968e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -26229710.000000 Penalty: 6066.928711
	Iteration 89Q: 3 clusters Score -2.622971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -26229696.000000 Penalty: 6066.928711
	Iteration 90Q: 3 clusters Score -2.62297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193660 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -26229694.000000 Penalty: 6066.928711
	Iteration 91Q: 3 clusters Score -2.622969e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193693 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -26229648.000000 Penalty: 6066.928711
	Iteration 92Q: 3 clusters Score -2.622965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -26229636.000000 Penalty: 6066.928711
	Iteration 93Q: 3 clusters Score -2.622964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193746 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -26229676.000000 Penalty: 6066.928711
	Iteration 94Q: 3 clusters Score -2.622968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -26229632.000000 Penalty: 6066.928711
	Iteration 95Q: 3 clusters Score -2.622963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193797 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -26229640.000000 Penalty: 6066.928711
	Iteration 96Q: 3 clusters Score -2.622964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193824 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -26229628.000000 Penalty: 6066.928711
	Iteration 97Q: 3 clusters Score -2.622963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193850 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -26229590.000000 Penalty: 6066.928711
	Iteration 98Q: 3 clusters Score -2.622959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193881 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -26229588.000000 Penalty: 6066.928711
	Iteration 99Q: 3 clusters Score -2.622959e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193920 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -26229598.000000 Penalty: 6066.928711
	Iteration 100F: 3 clusters Score -2.62296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193954 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -26229592.000000 Penalty: 6066.928711
	Iteration 101Q: 3 clusters Score -2.622959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193997 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -26229574.000000 Penalty: 6066.928711
	Iteration 102Q: 3 clusters Score -2.622957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194037 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -26229566.000000 Penalty: 6066.928711
	Iteration 103Q: 3 clusters Score -2.622957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194072 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -26229566.000000 Penalty: 6066.928711
	Iteration 104Q: 3 clusters Score -2.622957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194109 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -26229558.000000 Penalty: 6066.928711
	Iteration 105Q: 3 clusters Score -2.622956e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -26229590.000000 Penalty: 6066.928711
	Iteration 106Q: 3 clusters Score -2.622959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194201 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -26229618.000000 Penalty: 6066.928711
	Iteration 107Q: 3 clusters Score -2.622962e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194248 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -26229586.000000 Penalty: 6066.928711
	Iteration 108Q: 3 clusters Score -2.622959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194275 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -26229536.000000 Penalty: 6066.928711
	Iteration 109Q: 3 clusters Score -2.622954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194300 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -26229552.000000 Penalty: 6066.928711
	Iteration 110Q: 3 clusters Score -2.622955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194317 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -26229560.000000 Penalty: 6066.928711
	Iteration 111Q: 3 clusters Score -2.622956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194333 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -26229576.000000 Penalty: 6066.928711
	Iteration 112Q: 3 clusters Score -2.622958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194345 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -26229580.000000 Penalty: 6066.928711
	Iteration 113Q: 3 clusters Score -2.622958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194356 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -26229578.000000 Penalty: 6066.928711
	Iteration 114Q: 3 clusters Score -2.622958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194373 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -26229578.000000 Penalty: 6066.928711
	Iteration 115Q: 3 clusters Score -2.622958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194396 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -26229548.000000 Penalty: 6066.928711
	Iteration 116Q: 3 clusters Score -2.622955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194415 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -26229564.000000 Penalty: 6066.928711
	Iteration 117Q: 3 clusters Score -2.622956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194433 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -26229584.000000 Penalty: 6066.928711
	Iteration 118Q: 3 clusters Score -2.622958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194451 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -26229588.000000 Penalty: 6066.928711
	Iteration 119Q: 3 clusters Score -2.622959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194472 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -26229572.000000 Penalty: 6066.928711
	Iteration 120F: 3 clusters Score -2.622957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194492 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -26229574.000000 Penalty: 6066.928711
	Iteration 121Q: 3 clusters Score -2.622957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194518 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -26229554.000000 Penalty: 6066.928711
	Iteration 122Q: 3 clusters Score -2.622955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194549 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -26229542.000000 Penalty: 6066.928711
	Iteration 123Q: 3 clusters Score -2.622954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194575 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -26229532.000000 Penalty: 6066.928711
	Iteration 124Q: 3 clusters Score -2.622953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194590 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -26229528.000000 Penalty: 6066.928711
	Iteration 125Q: 3 clusters Score -2.622953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194604 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -26229530.000000 Penalty: 6066.928711
	Iteration 126Q: 3 clusters Score -2.622953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194617 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -26229526.000000 Penalty: 6066.928711
	Iteration 127Q: 3 clusters Score -2.622953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194632 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -26229510.000000 Penalty: 6066.928711
	Iteration 128Q: 3 clusters Score -2.622951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194649 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -26229522.000000 Penalty: 6066.928711
	Iteration 129Q: 3 clusters Score -2.622952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194663 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -26229546.000000 Penalty: 6066.928711
	Iteration 130Q: 3 clusters Score -2.622955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194679 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -26229540.000000 Penalty: 6066.928711
	Iteration 131Q: 3 clusters Score -2.622954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194693 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -26229508.000000 Penalty: 6066.928711
	Iteration 132Q: 3 clusters Score -2.622951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194707 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -26229528.000000 Penalty: 6066.928711
	Iteration 133Q: 3 clusters Score -2.622953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -26229498.000000 Penalty: 6066.928711
	Iteration 134Q: 3 clusters Score -2.62295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194738 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -26229520.000000 Penalty: 6066.928711
	Iteration 135Q: 3 clusters Score -2.622952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -26229538.000000 Penalty: 6066.928711
	Iteration 136Q: 3 clusters Score -2.622954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194758 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -26229492.000000 Penalty: 6066.928711
	Iteration 137Q: 3 clusters Score -2.622949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194769 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -26229490.000000 Penalty: 6066.928711
	Iteration 138Q: 3 clusters Score -2.622949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -26229480.000000 Penalty: 6066.928711
	Iteration 139Q: 3 clusters Score -2.622948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194798 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -26229470.000000 Penalty: 6066.928711
	Iteration 140F: 3 clusters Score -2.622947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194808 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -26229434.000000 Penalty: 6066.928711
	Iteration 141Q: 3 clusters Score -2.622943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194819 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -26229470.000000 Penalty: 6066.928711
	Iteration 142Q: 3 clusters Score -2.622947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194837 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -26229460.000000 Penalty: 6066.928711
	Iteration 143Q: 3 clusters Score -2.622946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -26229448.000000 Penalty: 6066.928711
	Iteration 144Q: 3 clusters Score -2.622945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194879 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -26229438.000000 Penalty: 6066.928711
	Iteration 145Q: 3 clusters Score -2.622944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194896 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -26229418.000000 Penalty: 6066.928711
	Iteration 146Q: 3 clusters Score -2.622942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -26229412.000000 Penalty: 6066.928711
	Iteration 147Q: 3 clusters Score -2.622941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194927 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -26229422.000000 Penalty: 6066.928711
	Iteration 148Q: 3 clusters Score -2.622942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194948 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -26229426.000000 Penalty: 6066.928711
	Iteration 149Q: 3 clusters Score -2.622943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194977 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -26229450.000000 Penalty: 6066.928711
	Iteration 150Q: 3 clusters Score -2.622945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195005 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -26229442.000000 Penalty: 6066.928711
	Iteration 151Q: 3 clusters Score -2.622944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195033 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -26229424.000000 Penalty: 6066.928711
	Iteration 152Q: 3 clusters Score -2.622942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195058 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -26229444.000000 Penalty: 6066.928711
	Iteration 153Q: 3 clusters Score -2.622944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195078 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -26229470.000000 Penalty: 6066.928711
	Iteration 154Q: 3 clusters Score -2.622947e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195107 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -26229448.000000 Penalty: 6066.928711
	Iteration 155Q: 3 clusters Score -2.622945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195131 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -26229450.000000 Penalty: 6066.928711
	Iteration 156Q: 3 clusters Score -2.622945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195154 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -26229454.000000 Penalty: 6066.928711
	Iteration 157Q: 3 clusters Score -2.622945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195178 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -26229458.000000 Penalty: 6066.928711
	Iteration 158Q: 3 clusters Score -2.622946e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195203 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -26229448.000000 Penalty: 6066.928711
	Iteration 159Q: 3 clusters Score -2.622945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195232 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -26229436.000000 Penalty: 6066.928711
	Iteration 160F: 3 clusters Score -2.622944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195265 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -26229416.000000 Penalty: 6066.928711
	Iteration 161Q: 3 clusters Score -2.622942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195291 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -26229414.000000 Penalty: 6066.928711
	Iteration 162Q: 3 clusters Score -2.622941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195317 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -26229404.000000 Penalty: 6066.928711
	Iteration 163Q: 3 clusters Score -2.62294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195341 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -26229390.000000 Penalty: 6066.928711
	Iteration 164Q: 3 clusters Score -2.622939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195361 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -26229394.000000 Penalty: 6066.928711
	Iteration 165Q: 3 clusters Score -2.622939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195380 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -26229406.000000 Penalty: 6066.928711
	Iteration 166Q: 3 clusters Score -2.622941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195403 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -26229384.000000 Penalty: 6066.928711
	Iteration 167Q: 3 clusters Score -2.622938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195429 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -26229374.000000 Penalty: 6066.928711
	Iteration 168Q: 3 clusters Score -2.622937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195456 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -26229364.000000 Penalty: 6066.928711
	Iteration 169Q: 3 clusters Score -2.622936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195480 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -26229374.000000 Penalty: 6066.928711
	Iteration 170Q: 3 clusters Score -2.622937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195497 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -26229380.000000 Penalty: 6066.928711
	Iteration 171Q: 3 clusters Score -2.622938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195512 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -26229386.000000 Penalty: 6066.928711
	Iteration 172Q: 3 clusters Score -2.622939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195521 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -26229382.000000 Penalty: 6066.928711
	Iteration 173Q: 3 clusters Score -2.622938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195529 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -26229394.000000 Penalty: 6066.928711
	Iteration 174Q: 3 clusters Score -2.622939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195538 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -26229386.000000 Penalty: 6066.928711
	Iteration 175Q: 3 clusters Score -2.622939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195548 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -26229374.000000 Penalty: 6066.928711
	Iteration 176Q: 3 clusters Score -2.622937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195557 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -26229366.000000 Penalty: 6066.928711
	Iteration 177Q: 3 clusters Score -2.622937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195571 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -26229392.000000 Penalty: 6066.928711
	Iteration 178Q: 3 clusters Score -2.622939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195584 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -26229378.000000 Penalty: 6066.928711
	Iteration 179Q: 3 clusters Score -2.622938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195595 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -26229382.000000 Penalty: 6066.928711
	Iteration 180F: 3 clusters Score -2.622938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195604 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -26229370.000000 Penalty: 6066.928711
	Iteration 181Q: 3 clusters Score -2.622937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195612 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -26229360.000000 Penalty: 6066.928711
	Iteration 182Q: 3 clusters Score -2.622936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195616 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -26229370.000000 Penalty: 6066.928711
	Iteration 183Q: 3 clusters Score -2.622937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195620 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -26229384.000000 Penalty: 6066.928711
	Iteration 184Q: 3 clusters Score -2.622938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195625 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -26229374.000000 Penalty: 6066.928711
	Iteration 185Q: 3 clusters Score -2.622937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195627 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -26229366.000000 Penalty: 6066.928711
	Iteration 186Q: 3 clusters Score -2.622937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195632 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -26229358.000000 Penalty: 6066.928711
	Iteration 187Q: 3 clusters Score -2.622936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195637 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -26229362.000000 Penalty: 6066.928711
	Iteration 188Q: 3 clusters Score -2.622936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195640 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -26229356.000000 Penalty: 6066.928711
	Iteration 189Q: 3 clusters Score -2.622936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195645 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -26229356.000000 Penalty: 6066.928711
	Iteration 190Q: 3 clusters Score -2.622936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195649 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -26229356.000000 Penalty: 6066.928711
	Iteration 191Q: 3 clusters Score -2.622936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195650 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -26229356.000000 Penalty: 6066.928711
	Iteration 192Q: 3 clusters Score -2.622936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195650 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -26229356.000000 Penalty: 6066.928711
	Iteration 193F: 3 clusters Score -2.622936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 142466 members 
Mstep: Class 3 contains 195650 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178440 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 212932 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 9544 members 
Entering Unmasked Estep 
Score: -149687536.000000 Penalty: 72857.820312
Splitting cluster 3 changes total score from -149687984.000000 to -149687536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Entering Unmasked Estep 
Score: -554430.187500 Penalty: 2082.693848
	Iteration 0F: 2 clusters Score -554430.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -550306.000000 Penalty: 4165.387695
	Iteration 0F: 3 clusters Score -550306 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -551253.500000 Penalty: 4165.387695
	Iteration 1F: 3 clusters Score -551253.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -551436.687500 Penalty: 4165.387695
	Iteration 2F: 3 clusters Score -551436.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -551548.875000 Penalty: 4165.387695
	Iteration 3Q: 3 clusters Score -551548.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -551625.250000 Penalty: 4165.387695
	Iteration 4Q: 3 clusters Score -551625.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -551690.750000 Penalty: 4165.387695
	Iteration 5Q: 3 clusters Score -551690.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -551739.812500 Penalty: 4165.387695
	Iteration 6Q: 3 clusters Score -551739.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -551770.937500 Penalty: 4165.387695
	Iteration 7Q: 3 clusters Score -551770.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -551797.500000 Penalty: 4165.387695
	Iteration 8Q: 3 clusters Score -551797.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -551827.312500 Penalty: 4165.387695
	Iteration 9Q: 3 clusters Score -551827.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -551867.125000 Penalty: 4165.387695
	Iteration 10Q: 3 clusters Score -551867.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -551907.687500 Penalty: 4165.387695
	Iteration 11Q: 3 clusters Score -551907.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -551953.562500 Penalty: 4165.387695
	Iteration 12Q: 3 clusters Score -551953.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -552021.812500 Penalty: 4165.387695
	Iteration 13Q: 3 clusters Score -552021.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -552127.562500 Penalty: 4165.387695
	Iteration 14Q: 3 clusters Score -552127.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -552297.625000 Penalty: 4165.387695
	Iteration 15Q: 3 clusters Score -552297.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -552522.687500 Penalty: 4165.387695
	Iteration 16Q: 3 clusters Score -552522.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -552850.812500 Penalty: 4165.387695
	Iteration 17Q: 3 clusters Score -552850.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -553207.750000 Penalty: 4165.387695
	Iteration 18Q: 3 clusters Score -553207.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -553563.437500 Penalty: 4165.387695
	Iteration 19Q: 3 clusters Score -553563.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -553782.937500 Penalty: 4165.387695
	Iteration 20F: 3 clusters Score -553782.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -553918.812500 Penalty: 4165.387695
	Iteration 21Q: 3 clusters Score -553918.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -553987.562500 Penalty: 4165.387695
	Iteration 22Q: 3 clusters Score -553987.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -554016.500000 Penalty: 4165.387695
	Iteration 23Q: 3 clusters Score -554016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -554030.375000 Penalty: 4165.387695
	Iteration 24Q: 3 clusters Score -554030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -554039.187500 Penalty: 4165.387695
	Iteration 25Q: 3 clusters Score -554039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -554043.437500 Penalty: 4165.387695
	Iteration 26Q: 3 clusters Score -554043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -554052.187500 Penalty: 4165.387695
	Iteration 27Q: 3 clusters Score -554052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -554057.687500 Penalty: 4165.387695
	Iteration 28Q: 3 clusters Score -554057.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -554063.062500 Penalty: 4165.387695
	Iteration 29Q: 3 clusters Score -554063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -554064.937500 Penalty: 4165.387695
	Iteration 30Q: 3 clusters Score -554064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -554067.125000 Penalty: 4165.387695
	Iteration 31Q: 3 clusters Score -554067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -554069.375000 Penalty: 4165.387695
	Iteration 32Q: 3 clusters Score -554069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -554071.937500 Penalty: 4165.387695
	Iteration 33Q: 3 clusters Score -554071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -554073.937500 Penalty: 4165.387695
	Iteration 34Q: 3 clusters Score -554073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -554076.000000 Penalty: 4165.387695
	Iteration 35Q: 3 clusters Score -554076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -554076.062500 Penalty: 4165.387695
	Iteration 36Q: 3 clusters Score -554076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -554077.187500 Penalty: 4165.387695
	Iteration 37Q: 3 clusters Score -554077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -554077.187500 Penalty: 4165.387695
	Iteration 38F: 3 clusters Score -554077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -64458.804688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -64458.8 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 304 members 
Entering Unmasked Estep 
Score: -62864.152344 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -62864.15 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63202.957031 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -63202.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63332.871094 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -63332.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63436.089844 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -63436.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63550.753906 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -63550.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63668.304688 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -63668.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63769.398438 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -63769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63865.535156 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -63865.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63956.949219 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -63956.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64049.703125 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -64049.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64213.660156 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -64213.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64470.597656 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -64470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64525.035156 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -64525.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64538.566406 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -64538.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64563.003906 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -64563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64565.500000 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -64565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64568.953125 Penalty: 3167.056396
	Iteration 16F: 3 clusters Score -64568.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64580.082031 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -64580.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64581.812500 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -64581.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64581.812500 Penalty: 3167.056396
	Iteration 19F: 3 clusters Score -64581.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 142466 members 
Mstep: Class 3 contains 205194 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 176 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178440 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 212932 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 417 members 
Entering Unmasked Estep 
Score: -149686128.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149687984.000000 to -149686128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -986039.125000 Penalty: 2215.777344
	Iteration 0F: 2 clusters Score -986039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -979898.812500 Penalty: 4431.554688
	Iteration 0F: 3 clusters Score -979898.8 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -981562.687500 Penalty: 4431.554688
	Iteration 1F: 3 clusters Score -981562.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -981882.375000 Penalty: 4431.554688
	Iteration 2F: 3 clusters Score -981882.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -982094.375000 Penalty: 4431.554688
	Iteration 3F: 3 clusters Score -982094.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -982285.062500 Penalty: 4431.554688
	Iteration 4Q: 3 clusters Score -982285.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -982514.875000 Penalty: 4431.554688
	Iteration 5Q: 3 clusters Score -982514.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -982733.875000 Penalty: 4431.554688
	Iteration 6Q: 3 clusters Score -982733.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -982957.625000 Penalty: 4431.554688
	Iteration 7Q: 3 clusters Score -982957.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -983184.437500 Penalty: 4431.554688
	Iteration 8Q: 3 clusters Score -983184.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -983393.437500 Penalty: 4431.554688
	Iteration 9Q: 3 clusters Score -983393.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -983594.062500 Penalty: 4431.554688
	Iteration 10Q: 3 clusters Score -983594.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -983750.625000 Penalty: 4431.554688
	Iteration 11Q: 3 clusters Score -983750.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -983871.250000 Penalty: 4431.554688
	Iteration 12Q: 3 clusters Score -983871.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -983950.312500 Penalty: 4431.554688
	Iteration 13Q: 3 clusters Score -983950.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -984003.437500 Penalty: 4431.554688
	Iteration 14Q: 3 clusters Score -984003.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -984039.687500 Penalty: 4431.554688
	Iteration 15Q: 3 clusters Score -984039.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -984073.187500 Penalty: 4431.554688
	Iteration 16Q: 3 clusters Score -984073.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -984099.187500 Penalty: 4431.554688
	Iteration 17Q: 3 clusters Score -984099.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -984119.500000 Penalty: 4431.554688
	Iteration 18Q: 3 clusters Score -984119.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -984138.437500 Penalty: 4431.554688
	Iteration 19Q: 3 clusters Score -984138.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -984149.750000 Penalty: 4431.554688
	Iteration 20F: 3 clusters Score -984149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -984160.312500 Penalty: 4431.554688
	Iteration 21Q: 3 clusters Score -984160.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -984166.687500 Penalty: 4431.554688
	Iteration 22Q: 3 clusters Score -984166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -984171.812500 Penalty: 4431.554688
	Iteration 23Q: 3 clusters Score -984171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -984173.687500 Penalty: 4431.554688
	Iteration 24Q: 3 clusters Score -984173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -984173.437500 Penalty: 4431.554688
	Iteration 25Q: 3 clusters Score -984173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -984173.437500 Penalty: 4431.554688
	Iteration 26F: 3 clusters Score -984173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -23132.441406 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -23132.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21956.716797 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -21956.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22263.410156 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -22263.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22486.728516 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -22486.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22640.164062 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -22640.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22659.771484 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -22659.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22680.296875 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -22680.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22737.435547 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -22737.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22863.105469 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -22863.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22868.558594 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -22868.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22877.802734 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -22877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22877.802734 Penalty: 2734.660645
	Iteration 10F: 3 clusters Score -22877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -221132.343750 Penalty: 1866.892822
	Iteration 0F: 2 clusters Score -221132.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -218583.390625 Penalty: 3733.785645
	Iteration 0F: 3 clusters Score -218583.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -219031.656250 Penalty: 3733.785645
	Iteration 1F: 3 clusters Score -219031.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -219156.453125 Penalty: 3733.785645
	Iteration 2F: 3 clusters Score -219156.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219222.218750 Penalty: 3733.785645
	Iteration 3Q: 3 clusters Score -219222.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219267.734375 Penalty: 3733.785645
	Iteration 4Q: 3 clusters Score -219267.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -219300.468750 Penalty: 3733.785645
	Iteration 5Q: 3 clusters Score -219300.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -219333.796875 Penalty: 3733.785645
	Iteration 6Q: 3 clusters Score -219333.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -219353.343750 Penalty: 3733.785645
	Iteration 7Q: 3 clusters Score -219353.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -219374.265625 Penalty: 3733.785645
	Iteration 8Q: 3 clusters Score -219374.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -219406.062500 Penalty: 3733.785645
	Iteration 9Q: 3 clusters Score -219406.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -219427.640625 Penalty: 3733.785645
	Iteration 10Q: 3 clusters Score -219427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219442.640625 Penalty: 3733.785645
	Iteration 11Q: 3 clusters Score -219442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219475.000000 Penalty: 3733.785645
	Iteration 12Q: 3 clusters Score -219475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -219489.390625 Penalty: 3733.785645
	Iteration 13Q: 3 clusters Score -219489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -219506.781250 Penalty: 3733.785645
	Iteration 14Q: 3 clusters Score -219506.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -219522.734375 Penalty: 3733.785645
	Iteration 15Q: 3 clusters Score -219522.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -219533.953125 Penalty: 3733.785645
	Iteration 16Q: 3 clusters Score -219534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -219540.734375 Penalty: 3733.785645
	Iteration 17Q: 3 clusters Score -219540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219545.281250 Penalty: 3733.785645
	Iteration 18Q: 3 clusters Score -219545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -219546.781250 Penalty: 3733.785645
	Iteration 19Q: 3 clusters Score -219546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219547.000000 Penalty: 3733.785645
	Iteration 20F: 3 clusters Score -219547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219548.312500 Penalty: 3733.785645
	Iteration 21Q: 3 clusters Score -219548.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219548.312500 Penalty: 3733.785645
	Iteration 22F: 3 clusters Score -219548.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58133.210938 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -58133.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56672.128906 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -56672.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56966.542969 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -56966.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57090.558594 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -57090.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57184.171875 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -57184.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57343.468750 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -57343.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57615.585938 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -57615.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57818.878906 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -57818.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57917.027344 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -57917.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57935.718750 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -57935.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57943.652344 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -57943.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57946.109375 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -57946.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57946.109375 Penalty: 3116.930664
	Iteration 11F: 3 clusters Score -57946.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -74942.593750 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -74942.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73383.562500 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -73383.56 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73651.937500 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -73651.94 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73778.023438 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -73778.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73832.539062 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -73832.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73875.414062 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -73875.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73890.515625 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -73890.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73899.296875 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -73899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73899.992188 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -73899.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73899.992188 Penalty: 3217.891357
	Iteration 8F: 3 clusters Score -73899.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (178440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Entering Unmasked Estep 
Score: -22829042.000000 Penalty: 2998.817871
	Iteration 0F: 2 clusters Score -2.282904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -22710808.000000 Penalty: 5997.635742
	Iteration 0F: 3 clusters Score -2.271081e+07 nChanged 85592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -22763264.000000 Penalty: 5997.635742
	Iteration 1F: 3 clusters Score -2.276326e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 84223 members 
Entering Unmasked Estep 
Score: -22766630.000000 Penalty: 5997.635742
	Iteration 2Q: 3 clusters Score -2.276663e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -22771320.000000 Penalty: 5997.635742
	Iteration 3Q: 3 clusters Score -2.277132e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -22777094.000000 Penalty: 5997.635742
	Iteration 4F: 3 clusters Score -2.277709e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96619 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -22784558.000000 Penalty: 5997.635742
	Iteration 5F: 3 clusters Score -2.278456e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -22793286.000000 Penalty: 5997.635742
	Iteration 6F: 3 clusters Score -2.279329e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -22802270.000000 Penalty: 5997.635742
	Iteration 7F: 3 clusters Score -2.280227e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -22809024.000000 Penalty: 5997.635742
	Iteration 8F: 3 clusters Score -2.280902e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -22812114.000000 Penalty: 5997.635742
	Iteration 9Q: 3 clusters Score -2.281211e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -22813170.000000 Penalty: 5997.635742
	Iteration 10Q: 3 clusters Score -2.281317e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88609 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -22813580.000000 Penalty: 5997.635742
	Iteration 11Q: 3 clusters Score -2.281358e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -22813868.000000 Penalty: 5997.635742
	Iteration 12Q: 3 clusters Score -2.281387e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -22814150.000000 Penalty: 5997.635742
	Iteration 13Q: 3 clusters Score -2.281415e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -22814350.000000 Penalty: 5997.635742
	Iteration 14Q: 3 clusters Score -2.281435e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -22814472.000000 Penalty: 5997.635742
	Iteration 15Q: 3 clusters Score -2.281447e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -22814664.000000 Penalty: 5997.635742
	Iteration 16Q: 3 clusters Score -2.281466e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -22814848.000000 Penalty: 5997.635742
	Iteration 17Q: 3 clusters Score -2.281485e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -22815026.000000 Penalty: 5997.635742
	Iteration 18Q: 3 clusters Score -2.281503e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 97712 members 
Entering Unmasked Estep 
Score: -22815226.000000 Penalty: 5997.635742
	Iteration 19Q: 3 clusters Score -2.281523e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -22815472.000000 Penalty: 5997.635742
	Iteration 20F: 3 clusters Score -2.281547e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -22815692.000000 Penalty: 5997.635742
	Iteration 21Q: 3 clusters Score -2.281569e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -22815960.000000 Penalty: 5997.635742
	Iteration 22Q: 3 clusters Score -2.281596e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -22816190.000000 Penalty: 5997.635742
	Iteration 23Q: 3 clusters Score -2.281619e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -22816480.000000 Penalty: 5997.635742
	Iteration 24Q: 3 clusters Score -2.281648e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -22816816.000000 Penalty: 5997.635742
	Iteration 25Q: 3 clusters Score -2.281682e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -22817092.000000 Penalty: 5997.635742
	Iteration 26Q: 3 clusters Score -2.281709e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -22817396.000000 Penalty: 5997.635742
	Iteration 27Q: 3 clusters Score -2.28174e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -22817762.000000 Penalty: 5997.635742
	Iteration 28Q: 3 clusters Score -2.281776e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -22818090.000000 Penalty: 5997.635742
	Iteration 29Q: 3 clusters Score -2.281809e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -22818316.000000 Penalty: 5997.635742
	Iteration 30Q: 3 clusters Score -2.281832e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 114639 members 
Entering Unmasked Estep 
Score: -22818736.000000 Penalty: 5997.635742
	Iteration 31Q: 3 clusters Score -2.281874e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -22819158.000000 Penalty: 5997.635742
	Iteration 32Q: 3 clusters Score -2.281916e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 117796 members 
Entering Unmasked Estep 
Score: -22819376.000000 Penalty: 5997.635742
	Iteration 33Q: 3 clusters Score -2.281938e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 119383 members 
Entering Unmasked Estep 
Score: -22819598.000000 Penalty: 5997.635742
	Iteration 34Q: 3 clusters Score -2.28196e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -22819882.000000 Penalty: 5997.635742
	Iteration 35Q: 3 clusters Score -2.281988e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 122742 members 
Entering Unmasked Estep 
Score: -22820080.000000 Penalty: 5997.635742
	Iteration 36Q: 3 clusters Score -2.282008e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 124523 members 
Entering Unmasked Estep 
Score: -22820380.000000 Penalty: 5997.635742
	Iteration 37Q: 3 clusters Score -2.282038e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 126354 members 
Entering Unmasked Estep 
Score: -22820734.000000 Penalty: 5997.635742
	Iteration 38Q: 3 clusters Score -2.282073e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -22820994.000000 Penalty: 5997.635742
	Iteration 39Q: 3 clusters Score -2.282099e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 130075 members 
Entering Unmasked Estep 
Score: -22821344.000000 Penalty: 5997.635742
	Iteration 40F: 3 clusters Score -2.282134e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -22821636.000000 Penalty: 5997.635742
	Iteration 41Q: 3 clusters Score -2.282164e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -22821902.000000 Penalty: 5997.635742
	Iteration 42Q: 3 clusters Score -2.28219e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -22822190.000000 Penalty: 5997.635742
	Iteration 43Q: 3 clusters Score -2.282219e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -22822452.000000 Penalty: 5997.635742
	Iteration 44Q: 3 clusters Score -2.282245e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 139782 members 
Entering Unmasked Estep 
Score: -22822824.000000 Penalty: 5997.635742
	Iteration 45Q: 3 clusters Score -2.282282e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 141672 members 
Entering Unmasked Estep 
Score: -22823140.000000 Penalty: 5997.635742
	Iteration 46Q: 3 clusters Score -2.282314e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 143543 members 
Entering Unmasked Estep 
Score: -22823468.000000 Penalty: 5997.635742
	Iteration 47Q: 3 clusters Score -2.282347e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 145308 members 
Entering Unmasked Estep 
Score: -22823836.000000 Penalty: 5997.635742
	Iteration 48Q: 3 clusters Score -2.282384e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 147095 members 
Entering Unmasked Estep 
Score: -22824172.000000 Penalty: 5997.635742
	Iteration 49Q: 3 clusters Score -2.282417e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -22824470.000000 Penalty: 5997.635742
	Iteration 50Q: 3 clusters Score -2.282447e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -22824958.000000 Penalty: 5997.635742
	Iteration 51Q: 3 clusters Score -2.282496e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -22825334.000000 Penalty: 5997.635742
	Iteration 52Q: 3 clusters Score -2.282533e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 153917 members 
Entering Unmasked Estep 
Score: -22825610.000000 Penalty: 5997.635742
	Iteration 53Q: 3 clusters Score -2.282561e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -22826018.000000 Penalty: 5997.635742
	Iteration 54Q: 3 clusters Score -2.282602e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -22826282.000000 Penalty: 5997.635742
	Iteration 55Q: 3 clusters Score -2.282628e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -22826766.000000 Penalty: 5997.635742
	Iteration 56Q: 3 clusters Score -2.282677e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 160021 members 
Entering Unmasked Estep 
Score: -22827100.000000 Penalty: 5997.635742
	Iteration 57Q: 3 clusters Score -2.28271e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -22827260.000000 Penalty: 5997.635742
	Iteration 58Q: 3 clusters Score -2.282726e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -22827562.000000 Penalty: 5997.635742
	Iteration 59Q: 3 clusters Score -2.282756e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -22827922.000000 Penalty: 5997.635742
	Iteration 60F: 3 clusters Score -2.282792e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -22828116.000000 Penalty: 5997.635742
	Iteration 61Q: 3 clusters Score -2.282812e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 165811 members 
Entering Unmasked Estep 
Score: -22828232.000000 Penalty: 5997.635742
	Iteration 62Q: 3 clusters Score -2.282823e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -22828438.000000 Penalty: 5997.635742
	Iteration 63Q: 3 clusters Score -2.282844e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -22828452.000000 Penalty: 5997.635742
	Iteration 64Q: 3 clusters Score -2.282845e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -22828540.000000 Penalty: 5997.635742
	Iteration 65Q: 3 clusters Score -2.282854e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -22828660.000000 Penalty: 5997.635742
	Iteration 66Q: 3 clusters Score -2.282866e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 169876 members 
Entering Unmasked Estep 
Score: -22828766.000000 Penalty: 5997.635742
	Iteration 67Q: 3 clusters Score -2.282877e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 170506 members 
Entering Unmasked Estep 
Score: -22828794.000000 Penalty: 5997.635742
	Iteration 68Q: 3 clusters Score -2.282879e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 170988 members 
Entering Unmasked Estep 
Score: -22828828.000000 Penalty: 5997.635742
	Iteration 69Q: 3 clusters Score -2.282883e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -22828894.000000 Penalty: 5997.635742
	Iteration 70Q: 3 clusters Score -2.282889e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -22828882.000000 Penalty: 5997.635742
	Iteration 71Q: 3 clusters Score -2.282888e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -22828870.000000 Penalty: 5997.635742
	Iteration 72Q: 3 clusters Score -2.282887e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 172421 members 
Entering Unmasked Estep 
Score: -22828834.000000 Penalty: 5997.635742
	Iteration 73Q: 3 clusters Score -2.282883e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -22828800.000000 Penalty: 5997.635742
	Iteration 74Q: 3 clusters Score -2.28288e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -22828766.000000 Penalty: 5997.635742
	Iteration 75Q: 3 clusters Score -2.282877e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 173157 members 
Entering Unmasked Estep 
Score: -22828806.000000 Penalty: 5997.635742
	Iteration 76Q: 3 clusters Score -2.282881e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -22828838.000000 Penalty: 5997.635742
	Iteration 77Q: 3 clusters Score -2.282884e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -22828844.000000 Penalty: 5997.635742
	Iteration 78Q: 3 clusters Score -2.282884e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 173648 members 
Entering Unmasked Estep 
Score: -22828848.000000 Penalty: 5997.635742
	Iteration 79Q: 3 clusters Score -2.282885e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 173765 members 
Entering Unmasked Estep 
Score: -22828860.000000 Penalty: 5997.635742
	Iteration 80F: 3 clusters Score -2.282886e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 173869 members 
Entering Unmasked Estep 
Score: -22828826.000000 Penalty: 5997.635742
	Iteration 81Q: 3 clusters Score -2.282883e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 173965 members 
Entering Unmasked Estep 
Score: -22828814.000000 Penalty: 5997.635742
	Iteration 82Q: 3 clusters Score -2.282881e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -22828818.000000 Penalty: 5997.635742
	Iteration 83Q: 3 clusters Score -2.282882e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -22828796.000000 Penalty: 5997.635742
	Iteration 84Q: 3 clusters Score -2.28288e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -22828810.000000 Penalty: 5997.635742
	Iteration 85Q: 3 clusters Score -2.282881e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 174314 members 
Entering Unmasked Estep 
Score: -22828818.000000 Penalty: 5997.635742
	Iteration 86Q: 3 clusters Score -2.282882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -22828812.000000 Penalty: 5997.635742
	Iteration 87Q: 3 clusters Score -2.282881e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 174435 members 
Entering Unmasked Estep 
Score: -22828810.000000 Penalty: 5997.635742
	Iteration 88Q: 3 clusters Score -2.282881e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 174484 members 
Entering Unmasked Estep 
Score: -22828844.000000 Penalty: 5997.635742
	Iteration 89Q: 3 clusters Score -2.282884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 174541 members 
Entering Unmasked Estep 
Score: -22828858.000000 Penalty: 5997.635742
	Iteration 90Q: 3 clusters Score -2.282886e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 174597 members 
Entering Unmasked Estep 
Score: -22828850.000000 Penalty: 5997.635742
	Iteration 91Q: 3 clusters Score -2.282885e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 174656 members 
Entering Unmasked Estep 
Score: -22828812.000000 Penalty: 5997.635742
	Iteration 92Q: 3 clusters Score -2.282881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -22828756.000000 Penalty: 5997.635742
	Iteration 93Q: 3 clusters Score -2.282876e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -22828732.000000 Penalty: 5997.635742
	Iteration 94Q: 3 clusters Score -2.282873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -22828724.000000 Penalty: 5997.635742
	Iteration 95Q: 3 clusters Score -2.282872e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -22828736.000000 Penalty: 5997.635742
	Iteration 96Q: 3 clusters Score -2.282874e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -22828722.000000 Penalty: 5997.635742
	Iteration 97Q: 3 clusters Score -2.282872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -22828724.000000 Penalty: 5997.635742
	Iteration 98Q: 3 clusters Score -2.282872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 174981 members 
Entering Unmasked Estep 
Score: -22828728.000000 Penalty: 5997.635742
	Iteration 99Q: 3 clusters Score -2.282873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -22828740.000000 Penalty: 5997.635742
	Iteration 100F: 3 clusters Score -2.282874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 175027 members 
Entering Unmasked Estep 
Score: -22828728.000000 Penalty: 5997.635742
	Iteration 101Q: 3 clusters Score -2.282873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 175046 members 
Entering Unmasked Estep 
Score: -22828696.000000 Penalty: 5997.635742
	Iteration 102Q: 3 clusters Score -2.28287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -22828676.000000 Penalty: 5997.635742
	Iteration 103Q: 3 clusters Score -2.282868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -22828666.000000 Penalty: 5997.635742
	Iteration 104Q: 3 clusters Score -2.282867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 175105 members 
Entering Unmasked Estep 
Score: -22828664.000000 Penalty: 5997.635742
	Iteration 105Q: 3 clusters Score -2.282866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -22828672.000000 Penalty: 5997.635742
	Iteration 106Q: 3 clusters Score -2.282867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 175146 members 
Entering Unmasked Estep 
Score: -22828664.000000 Penalty: 5997.635742
	Iteration 107Q: 3 clusters Score -2.282866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -22828644.000000 Penalty: 5997.635742
	Iteration 108Q: 3 clusters Score -2.282864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 175173 members 
Entering Unmasked Estep 
Score: -22828636.000000 Penalty: 5997.635742
	Iteration 109Q: 3 clusters Score -2.282864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 175176 members 
Entering Unmasked Estep 
Score: -22828632.000000 Penalty: 5997.635742
	Iteration 110Q: 3 clusters Score -2.282863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 175179 members 
Entering Unmasked Estep 
Score: -22828644.000000 Penalty: 5997.635742
	Iteration 111Q: 3 clusters Score -2.282864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 175181 members 
Entering Unmasked Estep 
Score: -22828640.000000 Penalty: 5997.635742
	Iteration 112Q: 3 clusters Score -2.282864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -22828640.000000 Penalty: 5997.635742
	Iteration 113Q: 3 clusters Score -2.282864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 175188 members 
Entering Unmasked Estep 
Score: -22828640.000000 Penalty: 5997.635742
	Iteration 114Q: 3 clusters Score -2.282864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -22828660.000000 Penalty: 5997.635742
	Iteration 115Q: 3 clusters Score -2.282866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -22828654.000000 Penalty: 5997.635742
	Iteration 116Q: 3 clusters Score -2.282865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 175199 members 
Entering Unmasked Estep 
Score: -22828636.000000 Penalty: 5997.635742
	Iteration 117Q: 3 clusters Score -2.282864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -22828630.000000 Penalty: 5997.635742
	Iteration 118Q: 3 clusters Score -2.282863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 175209 members 
Entering Unmasked Estep 
Score: -22828616.000000 Penalty: 5997.635742
	Iteration 119Q: 3 clusters Score -2.282862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -22828622.000000 Penalty: 5997.635742
	Iteration 120F: 3 clusters Score -2.282862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 175213 members 
Entering Unmasked Estep 
Score: -22828614.000000 Penalty: 5997.635742
	Iteration 121Q: 3 clusters Score -2.282861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 175215 members 
Entering Unmasked Estep 
Score: -22828610.000000 Penalty: 5997.635742
	Iteration 122Q: 3 clusters Score -2.282861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 175216 members 
Entering Unmasked Estep 
Score: -22828608.000000 Penalty: 5997.635742
	Iteration 123Q: 3 clusters Score -2.282861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 175218 members 
Entering Unmasked Estep 
Score: -22828602.000000 Penalty: 5997.635742
	Iteration 124Q: 3 clusters Score -2.28286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 175219 members 
Entering Unmasked Estep 
Score: -22828604.000000 Penalty: 5997.635742
	Iteration 125Q: 3 clusters Score -2.28286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 175220 members 
Entering Unmasked Estep 
Score: -22828614.000000 Penalty: 5997.635742
	Iteration 126Q: 3 clusters Score -2.282861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 175222 members 
Entering Unmasked Estep 
Score: -22828628.000000 Penalty: 5997.635742
	Iteration 127Q: 3 clusters Score -2.282863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -22828626.000000 Penalty: 5997.635742
	Iteration 128Q: 3 clusters Score -2.282863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -22828626.000000 Penalty: 5997.635742
	Iteration 129F: 3 clusters Score -2.282863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Entering Unmasked Estep 
Score: -22628272.000000 Penalty: 2995.382080
	Iteration 0F: 2 clusters Score -2.262827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -22512562.000000 Penalty: 5990.764160
	Iteration 0F: 3 clusters Score -2.251256e+07 nChanged 84604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88483 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -22561778.000000 Penalty: 5990.764160
	Iteration 1F: 3 clusters Score -2.256178e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -22562894.000000 Penalty: 5990.764160
	Iteration 2Q: 3 clusters Score -2.256289e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -22563854.000000 Penalty: 5990.764160
	Iteration 3Q: 3 clusters Score -2.256385e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -22565380.000000 Penalty: 5990.764160
	Iteration 4Q: 3 clusters Score -2.256538e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -22567538.000000 Penalty: 5990.764160
	Iteration 5Q: 3 clusters Score -2.256754e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -22570154.000000 Penalty: 5990.764160
	Iteration 6Q: 3 clusters Score -2.257015e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -22574116.000000 Penalty: 5990.764160
	Iteration 7Q: 3 clusters Score -2.257412e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -22580548.000000 Penalty: 5990.764160
	Iteration 8F: 3 clusters Score -2.258055e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -22591280.000000 Penalty: 5990.764160
	Iteration 9F: 3 clusters Score -2.259128e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -22603678.000000 Penalty: 5990.764160
	Iteration 10F: 3 clusters Score -2.260368e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -22611616.000000 Penalty: 5990.764160
	Iteration 11F: 3 clusters Score -2.261162e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -22614796.000000 Penalty: 5990.764160
	Iteration 12Q: 3 clusters Score -2.26148e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -22616494.000000 Penalty: 5990.764160
	Iteration 13Q: 3 clusters Score -2.261649e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -22617936.000000 Penalty: 5990.764160
	Iteration 14Q: 3 clusters Score -2.261794e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -22619006.000000 Penalty: 5990.764160
	Iteration 15Q: 3 clusters Score -2.261901e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -22619770.000000 Penalty: 5990.764160
	Iteration 16Q: 3 clusters Score -2.261977e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -22620414.000000 Penalty: 5990.764160
	Iteration 17Q: 3 clusters Score -2.262041e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -22620782.000000 Penalty: 5990.764160
	Iteration 18Q: 3 clusters Score -2.262078e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -22621092.000000 Penalty: 5990.764160
	Iteration 19Q: 3 clusters Score -2.262109e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -22621332.000000 Penalty: 5990.764160
	Iteration 20F: 3 clusters Score -2.262133e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -22621652.000000 Penalty: 5990.764160
	Iteration 21Q: 3 clusters Score -2.262165e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 102702 members 
Entering Unmasked Estep 
Score: -22621880.000000 Penalty: 5990.764160
	Iteration 22Q: 3 clusters Score -2.262188e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -22622082.000000 Penalty: 5990.764160
	Iteration 23Q: 3 clusters Score -2.262208e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -22622344.000000 Penalty: 5990.764160
	Iteration 24Q: 3 clusters Score -2.262234e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -22622560.000000 Penalty: 5990.764160
	Iteration 25Q: 3 clusters Score -2.262256e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -22622680.000000 Penalty: 5990.764160
	Iteration 26Q: 3 clusters Score -2.262268e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -22622774.000000 Penalty: 5990.764160
	Iteration 27Q: 3 clusters Score -2.262277e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -22622880.000000 Penalty: 5990.764160
	Iteration 28Q: 3 clusters Score -2.262288e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -22622966.000000 Penalty: 5990.764160
	Iteration 29Q: 3 clusters Score -2.262297e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -22623040.000000 Penalty: 5990.764160
	Iteration 30Q: 3 clusters Score -2.262304e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -22623130.000000 Penalty: 5990.764160
	Iteration 31Q: 3 clusters Score -2.262313e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -22623228.000000 Penalty: 5990.764160
	Iteration 32Q: 3 clusters Score -2.262323e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 111380 members 
Entering Unmasked Estep 
Score: -22623304.000000 Penalty: 5990.764160
	Iteration 33Q: 3 clusters Score -2.26233e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -22623424.000000 Penalty: 5990.764160
	Iteration 34Q: 3 clusters Score -2.262342e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -22623462.000000 Penalty: 5990.764160
	Iteration 35Q: 3 clusters Score -2.262346e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -22623568.000000 Penalty: 5990.764160
	Iteration 36Q: 3 clusters Score -2.262357e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -22623552.000000 Penalty: 5990.764160
	Iteration 37Q: 3 clusters Score -2.262355e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -22623576.000000 Penalty: 5990.764160
	Iteration 38Q: 3 clusters Score -2.262358e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -22623648.000000 Penalty: 5990.764160
	Iteration 39Q: 3 clusters Score -2.262365e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -22623640.000000 Penalty: 5990.764160
	Iteration 40F: 3 clusters Score -2.262364e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -22623576.000000 Penalty: 5990.764160
	Iteration 41Q: 3 clusters Score -2.262358e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -22623592.000000 Penalty: 5990.764160
	Iteration 42Q: 3 clusters Score -2.262359e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 115054 members 
Entering Unmasked Estep 
Score: -22623614.000000 Penalty: 5990.764160
	Iteration 43Q: 3 clusters Score -2.262361e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -22623678.000000 Penalty: 5990.764160
	Iteration 44Q: 3 clusters Score -2.262368e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 115644 members 
Entering Unmasked Estep 
Score: -22623708.000000 Penalty: 5990.764160
	Iteration 45Q: 3 clusters Score -2.262371e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
Score: -22623756.000000 Penalty: 5990.764160
	Iteration 46Q: 3 clusters Score -2.262376e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 116195 members 
Entering Unmasked Estep 
Score: -22623722.000000 Penalty: 5990.764160
	Iteration 47Q: 3 clusters Score -2.262372e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -22623736.000000 Penalty: 5990.764160
	Iteration 48Q: 3 clusters Score -2.262374e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -22623734.000000 Penalty: 5990.764160
	Iteration 49Q: 3 clusters Score -2.262373e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 116847 members 
Entering Unmasked Estep 
Score: -22623740.000000 Penalty: 5990.764160
	Iteration 50Q: 3 clusters Score -2.262374e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 117063 members 
Entering Unmasked Estep 
Score: -22623702.000000 Penalty: 5990.764160
	Iteration 51Q: 3 clusters Score -2.26237e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 117269 members 
Entering Unmasked Estep 
Score: -22623716.000000 Penalty: 5990.764160
	Iteration 52Q: 3 clusters Score -2.262372e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -22623712.000000 Penalty: 5990.764160
	Iteration 53Q: 3 clusters Score -2.262371e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 117616 members 
Entering Unmasked Estep 
Score: -22623692.000000 Penalty: 5990.764160
	Iteration 54Q: 3 clusters Score -2.262369e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 117768 members 
Entering Unmasked Estep 
Score: -22623682.000000 Penalty: 5990.764160
	Iteration 55Q: 3 clusters Score -2.262368e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -22623662.000000 Penalty: 5990.764160
	Iteration 56Q: 3 clusters Score -2.262366e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 118111 members 
Entering Unmasked Estep 
Score: -22623646.000000 Penalty: 5990.764160
	Iteration 57Q: 3 clusters Score -2.262365e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 118271 members 
Entering Unmasked Estep 
Score: -22623660.000000 Penalty: 5990.764160
	Iteration 58Q: 3 clusters Score -2.262366e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -22623682.000000 Penalty: 5990.764160
	Iteration 59Q: 3 clusters Score -2.262368e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 118526 members 
Entering Unmasked Estep 
Score: -22623674.000000 Penalty: 5990.764160
	Iteration 60F: 3 clusters Score -2.262367e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -22623714.000000 Penalty: 5990.764160
	Iteration 61Q: 3 clusters Score -2.262371e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 118785 members 
Entering Unmasked Estep 
Score: -22623706.000000 Penalty: 5990.764160
	Iteration 62Q: 3 clusters Score -2.262371e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -22623730.000000 Penalty: 5990.764160
	Iteration 63Q: 3 clusters Score -2.262373e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -22623746.000000 Penalty: 5990.764160
	Iteration 64Q: 3 clusters Score -2.262375e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 119130 members 
Entering Unmasked Estep 
Score: -22623768.000000 Penalty: 5990.764160
	Iteration 65Q: 3 clusters Score -2.262377e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -22623770.000000 Penalty: 5990.764160
	Iteration 66Q: 3 clusters Score -2.262377e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 119321 members 
Entering Unmasked Estep 
Score: -22623750.000000 Penalty: 5990.764160
	Iteration 67Q: 3 clusters Score -2.262375e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 119414 members 
Entering Unmasked Estep 
Score: -22623744.000000 Penalty: 5990.764160
	Iteration 68Q: 3 clusters Score -2.262374e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -22623720.000000 Penalty: 5990.764160
	Iteration 69Q: 3 clusters Score -2.262372e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -22623730.000000 Penalty: 5990.764160
	Iteration 70Q: 3 clusters Score -2.262373e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -22623740.000000 Penalty: 5990.764160
	Iteration 71Q: 3 clusters Score -2.262374e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -22623764.000000 Penalty: 5990.764160
	Iteration 72Q: 3 clusters Score -2.262376e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 119900 members 
Entering Unmasked Estep 
Score: -22623760.000000 Penalty: 5990.764160
	Iteration 73Q: 3 clusters Score -2.262376e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -22623752.000000 Penalty: 5990.764160
	Iteration 74Q: 3 clusters Score -2.262375e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -22623748.000000 Penalty: 5990.764160
	Iteration 75Q: 3 clusters Score -2.262375e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -22623780.000000 Penalty: 5990.764160
	Iteration 76Q: 3 clusters Score -2.262378e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -22623786.000000 Penalty: 5990.764160
	Iteration 77Q: 3 clusters Score -2.262379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 120194 members 
Entering Unmasked Estep 
Score: -22623796.000000 Penalty: 5990.764160
	Iteration 78Q: 3 clusters Score -2.26238e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -22623780.000000 Penalty: 5990.764160
	Iteration 79Q: 3 clusters Score -2.262378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -22623806.000000 Penalty: 5990.764160
	Iteration 80F: 3 clusters Score -2.262381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -22623814.000000 Penalty: 5990.764160
	Iteration 81Q: 3 clusters Score -2.262381e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 120395 members 
Entering Unmasked Estep 
Score: -22623836.000000 Penalty: 5990.764160
	Iteration 82Q: 3 clusters Score -2.262384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 120435 members 
Entering Unmasked Estep 
Score: -22623812.000000 Penalty: 5990.764160
	Iteration 83Q: 3 clusters Score -2.262381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -22623804.000000 Penalty: 5990.764160
	Iteration 84Q: 3 clusters Score -2.26238e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -22623826.000000 Penalty: 5990.764160
	Iteration 85Q: 3 clusters Score -2.262383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 120518 members 
Entering Unmasked Estep 
Score: -22623824.000000 Penalty: 5990.764160
	Iteration 86Q: 3 clusters Score -2.262382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 120537 members 
Entering Unmasked Estep 
Score: -22623808.000000 Penalty: 5990.764160
	Iteration 87Q: 3 clusters Score -2.262381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 120554 members 
Entering Unmasked Estep 
Score: -22623820.000000 Penalty: 5990.764160
	Iteration 88Q: 3 clusters Score -2.262382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 120574 members 
Entering Unmasked Estep 
Score: -22623810.000000 Penalty: 5990.764160
	Iteration 89Q: 3 clusters Score -2.262381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -22623802.000000 Penalty: 5990.764160
	Iteration 90Q: 3 clusters Score -2.26238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 120603 members 
Entering Unmasked Estep 
Score: -22623806.000000 Penalty: 5990.764160
	Iteration 91Q: 3 clusters Score -2.262381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 120610 members 
Entering Unmasked Estep 
Score: -22623810.000000 Penalty: 5990.764160
	Iteration 92Q: 3 clusters Score -2.262381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 120620 members 
Entering Unmasked Estep 
Score: -22623810.000000 Penalty: 5990.764160
	Iteration 93Q: 3 clusters Score -2.262381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -22623804.000000 Penalty: 5990.764160
	Iteration 94Q: 3 clusters Score -2.26238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 120645 members 
Entering Unmasked Estep 
Score: -22623804.000000 Penalty: 5990.764160
	Iteration 95Q: 3 clusters Score -2.26238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 120657 members 
Entering Unmasked Estep 
Score: -22623802.000000 Penalty: 5990.764160
	Iteration 96Q: 3 clusters Score -2.26238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 120671 members 
Entering Unmasked Estep 
Score: -22623804.000000 Penalty: 5990.764160
	Iteration 97Q: 3 clusters Score -2.26238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 120678 members 
Entering Unmasked Estep 
Score: -22623798.000000 Penalty: 5990.764160
	Iteration 98Q: 3 clusters Score -2.26238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 120684 members 
Entering Unmasked Estep 
Score: -22623806.000000 Penalty: 5990.764160
	Iteration 99Q: 3 clusters Score -2.262381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -22623796.000000 Penalty: 5990.764160
	Iteration 100F: 3 clusters Score -2.26238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -22623812.000000 Penalty: 5990.764160
	Iteration 101Q: 3 clusters Score -2.262381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 120707 members 
Entering Unmasked Estep 
Score: -22623814.000000 Penalty: 5990.764160
	Iteration 102Q: 3 clusters Score -2.262381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 120716 members 
Entering Unmasked Estep 
Score: -22623816.000000 Penalty: 5990.764160
	Iteration 103Q: 3 clusters Score -2.262382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 120720 members 
Entering Unmasked Estep 
Score: -22623808.000000 Penalty: 5990.764160
	Iteration 104Q: 3 clusters Score -2.262381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -22623810.000000 Penalty: 5990.764160
	Iteration 105Q: 3 clusters Score -2.262381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -22623816.000000 Penalty: 5990.764160
	Iteration 106Q: 3 clusters Score -2.262382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -22623814.000000 Penalty: 5990.764160
	Iteration 107Q: 3 clusters Score -2.262381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 120734 members 
Entering Unmasked Estep 
Score: -22623814.000000 Penalty: 5990.764160
	Iteration 108Q: 3 clusters Score -2.262381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -22623808.000000 Penalty: 5990.764160
	Iteration 109Q: 3 clusters Score -2.262381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 120735 members 
Entering Unmasked Estep 
Score: -22623808.000000 Penalty: 5990.764160
	Iteration 110F: 3 clusters Score -2.262381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Entering Unmasked Estep 
Score: -9814969.000000 Penalty: 2795.433838
	Iteration 0F: 2 clusters Score -9814969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -9762500.000000 Penalty: 5590.867676
	Iteration 0F: 3 clusters Score -9762500 nChanged 36955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -9783348.000000 Penalty: 5590.867676
	Iteration 1F: 3 clusters Score -9783348 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -9784326.000000 Penalty: 5590.867676
	Iteration 2Q: 3 clusters Score -9784326 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -9785880.000000 Penalty: 5590.867676
	Iteration 3Q: 3 clusters Score -9785880 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -9788196.000000 Penalty: 5590.867676
	Iteration 4F: 3 clusters Score -9788196 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -9792181.000000 Penalty: 5590.867676
	Iteration 5F: 3 clusters Score -9792181 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -9798081.000000 Penalty: 5590.867676
	Iteration 6F: 3 clusters Score -9798081 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -9804482.000000 Penalty: 5590.867676
	Iteration 7F: 3 clusters Score -9804482 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -9809196.000000 Penalty: 5590.867676
	Iteration 8F: 3 clusters Score -9809196 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -9811281.000000 Penalty: 5590.867676
	Iteration 9Q: 3 clusters Score -9811281 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -9812093.000000 Penalty: 5590.867676
	Iteration 10Q: 3 clusters Score -9812093 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -9812368.000000 Penalty: 5590.867676
	Iteration 11Q: 3 clusters Score -9812368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -9812503.000000 Penalty: 5590.867676
	Iteration 12Q: 3 clusters Score -9812503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -9812555.000000 Penalty: 5590.867676
	Iteration 13Q: 3 clusters Score -9812555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -9812605.000000 Penalty: 5590.867676
	Iteration 14Q: 3 clusters Score -9812605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -9812634.000000 Penalty: 5590.867676
	Iteration 15Q: 3 clusters Score -9812634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -9812654.000000 Penalty: 5590.867676
	Iteration 16Q: 3 clusters Score -9812654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -9812649.000000 Penalty: 5590.867676
	Iteration 17Q: 3 clusters Score -9812649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -9812652.000000 Penalty: 5590.867676
	Iteration 18Q: 3 clusters Score -9812652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -9812660.000000 Penalty: 5590.867676
	Iteration 19Q: 3 clusters Score -9812660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -9812663.000000 Penalty: 5590.867676
	Iteration 20F: 3 clusters Score -9812663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -9812666.000000 Penalty: 5590.867676
	Iteration 21Q: 3 clusters Score -9812666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -9812665.000000 Penalty: 5590.867676
	Iteration 22Q: 3 clusters Score -9812665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -9812669.000000 Penalty: 5590.867676
	Iteration 23Q: 3 clusters Score -9812669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -9812669.000000 Penalty: 5590.867676
	Iteration 24F: 3 clusters Score -9812669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (212932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212932 members 
Entering Unmasked Estep 
Score: -27385216.000000 Penalty: 3042.644531
	Iteration 0F: 2 clusters Score -2.738522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 106542 members 
Entering Unmasked Estep 
Score: -27249676.000000 Penalty: 6085.289062
	Iteration 0F: 3 clusters Score -2.724968e+07 nChanged 102556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -27309330.000000 Penalty: 6085.289062
	Iteration 1F: 3 clusters Score -2.730933e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -27310390.000000 Penalty: 6085.289062
	Iteration 2Q: 3 clusters Score -2.731039e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -27311392.000000 Penalty: 6085.289062
	Iteration 3Q: 3 clusters Score -2.731139e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -27312672.000000 Penalty: 6085.289062
	Iteration 4Q: 3 clusters Score -2.731267e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 118793 members 
Entering Unmasked Estep 
Score: -27314620.000000 Penalty: 6085.289062
	Iteration 5Q: 3 clusters Score -2.731462e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -27317554.000000 Penalty: 6085.289062
	Iteration 6Q: 3 clusters Score -2.731755e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 135088 members 
Entering Unmasked Estep 
Score: -27322834.000000 Penalty: 6085.289062
	Iteration 7Q: 3 clusters Score -2.732283e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 148331 members 
Entering Unmasked Estep 
Score: -27332128.000000 Penalty: 6085.289062
	Iteration 8F: 3 clusters Score -2.733213e+07 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -27345262.000000 Penalty: 6085.289062
	Iteration 9F: 3 clusters Score -2.734526e+07 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 180791 members 
Entering Unmasked Estep 
Score: -27359394.000000 Penalty: 6085.289062
	Iteration 10F: 3 clusters Score -2.735939e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 193652 members 
Entering Unmasked Estep 
Score: -27370078.000000 Penalty: 6085.289062
	Iteration 11F: 3 clusters Score -2.737008e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 202497 members 
Entering Unmasked Estep 
Score: -27376570.000000 Penalty: 6085.289062
	Iteration 12Q: 3 clusters Score -2.737657e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 207511 members 
Entering Unmasked Estep 
Score: -27379598.000000 Penalty: 6085.289062
	Iteration 13Q: 3 clusters Score -2.73796e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 210127 members 
Entering Unmasked Estep 
Score: -27381004.000000 Penalty: 6085.289062
	Iteration 14Q: 3 clusters Score -2.7381e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 211358 members 
Entering Unmasked Estep 
Score: -27381784.000000 Penalty: 6085.289062
	Iteration 15Q: 3 clusters Score -2.738178e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 211929 members 
Entering Unmasked Estep 
Score: -27382092.000000 Penalty: 6085.289062
	Iteration 16Q: 3 clusters Score -2.738209e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 212150 members 
Entering Unmasked Estep 
Score: -27382294.000000 Penalty: 6085.289062
	Iteration 17Q: 3 clusters Score -2.738229e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 212278 members 
Entering Unmasked Estep 
Score: -27382424.000000 Penalty: 6085.289062
	Iteration 18Q: 3 clusters Score -2.738242e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 212342 members 
Entering Unmasked Estep 
Score: -27382544.000000 Penalty: 6085.289062
	Iteration 19Q: 3 clusters Score -2.738254e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -27382594.000000 Penalty: 6085.289062
	Iteration 20F: 3 clusters Score -2.738259e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 212386 members 
Entering Unmasked Estep 
Score: -27382610.000000 Penalty: 6085.289062
	Iteration 21Q: 3 clusters Score -2.738261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 212407 members 
Entering Unmasked Estep 
Score: -27382612.000000 Penalty: 6085.289062
	Iteration 22Q: 3 clusters Score -2.738261e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 212414 members 
Entering Unmasked Estep 
Score: -27382624.000000 Penalty: 6085.289062
	Iteration 23Q: 3 clusters Score -2.738262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 212424 members 
Entering Unmasked Estep 
Score: -27382626.000000 Penalty: 6085.289062
	Iteration 24Q: 3 clusters Score -2.738263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 212430 members 
Entering Unmasked Estep 
Score: -27382620.000000 Penalty: 6085.289062
	Iteration 25Q: 3 clusters Score -2.738262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 212435 members 
Entering Unmasked Estep 
Score: -27382638.000000 Penalty: 6085.289062
	Iteration 26Q: 3 clusters Score -2.738264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 212441 members 
Entering Unmasked Estep 
Score: -27382662.000000 Penalty: 6085.289062
	Iteration 27Q: 3 clusters Score -2.738266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 212443 members 
Entering Unmasked Estep 
Score: -27382648.000000 Penalty: 6085.289062
	Iteration 28Q: 3 clusters Score -2.738265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 212447 members 
Entering Unmasked Estep 
Score: -27382666.000000 Penalty: 6085.289062
	Iteration 29Q: 3 clusters Score -2.738267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 212454 members 
Entering Unmasked Estep 
Score: -27382660.000000 Penalty: 6085.289062
	Iteration 30Q: 3 clusters Score -2.738266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 212460 members 
Entering Unmasked Estep 
Score: -27382680.000000 Penalty: 6085.289062
	Iteration 31Q: 3 clusters Score -2.738268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 212462 members 
Entering Unmasked Estep 
Score: -27382690.000000 Penalty: 6085.289062
	Iteration 32Q: 3 clusters Score -2.738269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 212465 members 
Entering Unmasked Estep 
Score: -27382692.000000 Penalty: 6085.289062
	Iteration 33Q: 3 clusters Score -2.738269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 212469 members 
Entering Unmasked Estep 
Score: -27382692.000000 Penalty: 6085.289062
	Iteration 34Q: 3 clusters Score -2.738269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212467 members 
Entering Unmasked Estep 
Score: -27382706.000000 Penalty: 6085.289062
	Iteration 35Q: 3 clusters Score -2.738271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212467 members 
Entering Unmasked Estep 
Score: -27382706.000000 Penalty: 6085.289062
	Iteration 36F: 3 clusters Score -2.738271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Entering Unmasked Estep 
Score: -6914687.000000 Penalty: 2701.235840
	Iteration 0F: 2 clusters Score -6914687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6878604.500000 Penalty: 5402.471680
	Iteration 0F: 3 clusters Score -6878604 nChanged 24900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -6892224.500000 Penalty: 5402.471680
	Iteration 1F: 3 clusters Score -6892224 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -6892746.000000 Penalty: 5402.471680
	Iteration 2Q: 3 clusters Score -6892746 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -6893328.500000 Penalty: 5402.471680
	Iteration 3Q: 3 clusters Score -6893328 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -6893976.500000 Penalty: 5402.471680
	Iteration 4Q: 3 clusters Score -6893976 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -6895072.000000 Penalty: 5402.471680
	Iteration 5Q: 3 clusters Score -6895072 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -6896712.500000 Penalty: 5402.471680
	Iteration 6F: 3 clusters Score -6896712 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -6899455.000000 Penalty: 5402.471680
	Iteration 7F: 3 clusters Score -6899455 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -6903508.000000 Penalty: 5402.471680
	Iteration 8F: 3 clusters Score -6903508 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -6907676.000000 Penalty: 5402.471680
	Iteration 9F: 3 clusters Score -6907676 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -6910353.500000 Penalty: 5402.471680
	Iteration 10F: 3 clusters Score -6910354 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -6911524.000000 Penalty: 5402.471680
	Iteration 11Q: 3 clusters Score -6911524 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -6911944.000000 Penalty: 5402.471680
	Iteration 12Q: 3 clusters Score -6911944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -6912100.500000 Penalty: 5402.471680
	Iteration 13Q: 3 clusters Score -6912100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -6912189.000000 Penalty: 5402.471680
	Iteration 14Q: 3 clusters Score -6912189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -6912228.500000 Penalty: 5402.471680
	Iteration 15Q: 3 clusters Score -6912228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -6912257.500000 Penalty: 5402.471680
	Iteration 16Q: 3 clusters Score -6912258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -6912280.000000 Penalty: 5402.471680
	Iteration 17Q: 3 clusters Score -6912280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -6912293.500000 Penalty: 5402.471680
	Iteration 18Q: 3 clusters Score -6912294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -6912301.500000 Penalty: 5402.471680
	Iteration 19Q: 3 clusters Score -6912302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6912307.000000 Penalty: 5402.471680
	Iteration 20F: 3 clusters Score -6912307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Entering Unmasked Estep 
Score: -8098422.500000 Penalty: 2738.676270
	Iteration 0F: 2 clusters Score -8098422 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 31246 members 
Entering Unmasked Estep 
Score: -8056347.000000 Penalty: 5477.352539
	Iteration 0F: 3 clusters Score -8056347 nChanged 29233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -8072666.000000 Penalty: 5477.352539
	Iteration 1F: 3 clusters Score -8072666 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -8073354.000000 Penalty: 5477.352539
	Iteration 2Q: 3 clusters Score -8073354 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -8074196.500000 Penalty: 5477.352539
	Iteration 3Q: 3 clusters Score -8074196 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8075448.000000 Penalty: 5477.352539
	Iteration 4Q: 3 clusters Score -8075448 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -8077327.000000 Penalty: 5477.352539
	Iteration 5F: 3 clusters Score -8077327 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -8079978.000000 Penalty: 5477.352539
	Iteration 6F: 3 clusters Score -8079978 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8083703.000000 Penalty: 5477.352539
	Iteration 7F: 3 clusters Score -8083703 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -8087783.000000 Penalty: 5477.352539
	Iteration 8F: 3 clusters Score -8087783 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -8090616.500000 Penalty: 5477.352539
	Iteration 9F: 3 clusters Score -8090616 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -8091742.000000 Penalty: 5477.352539
	Iteration 10Q: 3 clusters Score -8091742 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -8092153.500000 Penalty: 5477.352539
	Iteration 11Q: 3 clusters Score -8092154 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -8092450.500000 Penalty: 5477.352539
	Iteration 12Q: 3 clusters Score -8092450 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -8092659.000000 Penalty: 5477.352539
	Iteration 13Q: 3 clusters Score -8092659 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -8092837.500000 Penalty: 5477.352539
	Iteration 14Q: 3 clusters Score -8092838 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8092991.000000 Penalty: 5477.352539
	Iteration 15Q: 3 clusters Score -8092991 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -8093145.000000 Penalty: 5477.352539
	Iteration 16Q: 3 clusters Score -8093145 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8093306.500000 Penalty: 5477.352539
	Iteration 17Q: 3 clusters Score -8093306 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -8093462.500000 Penalty: 5477.352539
	Iteration 18Q: 3 clusters Score -8093462 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -8093620.000000 Penalty: 5477.352539
	Iteration 19Q: 3 clusters Score -8093620 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -8093768.000000 Penalty: 5477.352539
	Iteration 20F: 3 clusters Score -8093768 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -8094011.000000 Penalty: 5477.352539
	Iteration 21Q: 3 clusters Score -8094011 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -8094216.000000 Penalty: 5477.352539
	Iteration 22Q: 3 clusters Score -8094216 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -8094379.000000 Penalty: 5477.352539
	Iteration 23Q: 3 clusters Score -8094379 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8094533.000000 Penalty: 5477.352539
	Iteration 24Q: 3 clusters Score -8094533 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -8094675.500000 Penalty: 5477.352539
	Iteration 25Q: 3 clusters Score -8094676 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -8094849.500000 Penalty: 5477.352539
	Iteration 26Q: 3 clusters Score -8094850 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -8095008.000000 Penalty: 5477.352539
	Iteration 27Q: 3 clusters Score -8095008 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -8095120.000000 Penalty: 5477.352539
	Iteration 28Q: 3 clusters Score -8095120 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8095251.500000 Penalty: 5477.352539
	Iteration 29Q: 3 clusters Score -8095252 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -8095406.000000 Penalty: 5477.352539
	Iteration 30Q: 3 clusters Score -8095406 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -8095523.500000 Penalty: 5477.352539
	Iteration 31Q: 3 clusters Score -8095524 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -8095596.500000 Penalty: 5477.352539
	Iteration 32Q: 3 clusters Score -8095596 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8095672.000000 Penalty: 5477.352539
	Iteration 33Q: 3 clusters Score -8095672 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -8095730.000000 Penalty: 5477.352539
	Iteration 34Q: 3 clusters Score -8095730 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8095797.000000 Penalty: 5477.352539
	Iteration 35Q: 3 clusters Score -8095797 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8095884.000000 Penalty: 5477.352539
	Iteration 36Q: 3 clusters Score -8095884 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8095917.000000 Penalty: 5477.352539
	Iteration 37Q: 3 clusters Score -8095917 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -8095967.500000 Penalty: 5477.352539
	Iteration 38Q: 3 clusters Score -8095968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8096031.000000 Penalty: 5477.352539
	Iteration 39Q: 3 clusters Score -8096031 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8096099.500000 Penalty: 5477.352539
	Iteration 40F: 3 clusters Score -8096100 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8096120.000000 Penalty: 5477.352539
	Iteration 41Q: 3 clusters Score -8096120 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8096118.000000 Penalty: 5477.352539
	Iteration 42Q: 3 clusters Score -8096118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8096158.000000 Penalty: 5477.352539
	Iteration 43Q: 3 clusters Score -8096158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8096157.000000 Penalty: 5477.352539
	Iteration 44Q: 3 clusters Score -8096157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8096172.000000 Penalty: 5477.352539
	Iteration 45Q: 3 clusters Score -8096172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8096184.500000 Penalty: 5477.352539
	Iteration 46Q: 3 clusters Score -8096184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8096204.500000 Penalty: 5477.352539
	Iteration 47Q: 3 clusters Score -8096204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8096199.000000 Penalty: 5477.352539
	Iteration 48Q: 3 clusters Score -8096199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8096208.500000 Penalty: 5477.352539
	Iteration 49Q: 3 clusters Score -8096208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8096234.000000 Penalty: 5477.352539
	Iteration 50Q: 3 clusters Score -8096234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8096250.500000 Penalty: 5477.352539
	Iteration 51Q: 3 clusters Score -8096250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8096267.500000 Penalty: 5477.352539
	Iteration 52Q: 3 clusters Score -8096268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8096296.500000 Penalty: 5477.352539
	Iteration 53Q: 3 clusters Score -8096296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8096303.500000 Penalty: 5477.352539
	Iteration 54Q: 3 clusters Score -8096304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8096320.000000 Penalty: 5477.352539
	Iteration 55Q: 3 clusters Score -8096320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8096308.500000 Penalty: 5477.352539
	Iteration 56Q: 3 clusters Score -8096308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8096308.500000 Penalty: 5477.352539
	Iteration 57Q: 3 clusters Score -8096308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8096316.000000 Penalty: 5477.352539
	Iteration 58Q: 3 clusters Score -8096316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8096325.000000 Penalty: 5477.352539
	Iteration 59Q: 3 clusters Score -8096325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60490 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8096344.000000 Penalty: 5477.352539
	Iteration 60F: 3 clusters Score -8096344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8096341.500000 Penalty: 5477.352539
	Iteration 61Q: 3 clusters Score -8096342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8096331.000000 Penalty: 5477.352539
	Iteration 62Q: 3 clusters Score -8096331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8096345.000000 Penalty: 5477.352539
	Iteration 63Q: 3 clusters Score -8096345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8096351.000000 Penalty: 5477.352539
	Iteration 64Q: 3 clusters Score -8096351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8096357.000000 Penalty: 5477.352539
	Iteration 65Q: 3 clusters Score -8096357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8096361.500000 Penalty: 5477.352539
	Iteration 66Q: 3 clusters Score -8096362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8096364.500000 Penalty: 5477.352539
	Iteration 67Q: 3 clusters Score -8096364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8096363.500000 Penalty: 5477.352539
	Iteration 68Q: 3 clusters Score -8096364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8096377.500000 Penalty: 5477.352539
	Iteration 69Q: 3 clusters Score -8096378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8096375.500000 Penalty: 5477.352539
	Iteration 70Q: 3 clusters Score -8096376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8096371.000000 Penalty: 5477.352539
	Iteration 71Q: 3 clusters Score -8096371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8096376.500000 Penalty: 5477.352539
	Iteration 72Q: 3 clusters Score -8096376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8096380.500000 Penalty: 5477.352539
	Iteration 73Q: 3 clusters Score -8096380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8096387.500000 Penalty: 5477.352539
	Iteration 74Q: 3 clusters Score -8096388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8096388.000000 Penalty: 5477.352539
	Iteration 75Q: 3 clusters Score -8096388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8096388.000000 Penalty: 5477.352539
	Iteration 76F: 3 clusters Score -8096388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -921998.375000 Penalty: 2213.644531
	Iteration 0F: 2 clusters Score -921998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -915921.812500 Penalty: 4427.289062
	Iteration 0F: 3 clusters Score -915921.8 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -917582.687500 Penalty: 4427.289062
	Iteration 1F: 3 clusters Score -917582.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -917880.812500 Penalty: 4427.289062
	Iteration 2F: 3 clusters Score -917880.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -918121.937500 Penalty: 4427.289062
	Iteration 3Q: 3 clusters Score -918121.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -918386.250000 Penalty: 4427.289062
	Iteration 4Q: 3 clusters Score -918386.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -918673.687500 Penalty: 4427.289062
	Iteration 5F: 3 clusters Score -918673.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -918969.250000 Penalty: 4427.289062
	Iteration 6F: 3 clusters Score -918969.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -919245.687500 Penalty: 4427.289062
	Iteration 7F: 3 clusters Score -919245.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -919498.750000 Penalty: 4427.289062
	Iteration 8F: 3 clusters Score -919498.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -919756.187500 Penalty: 4427.289062
	Iteration 9F: 3 clusters Score -919756.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -919932.875000 Penalty: 4427.289062
	Iteration 10Q: 3 clusters Score -919932.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -920049.875000 Penalty: 4427.289062
	Iteration 11Q: 3 clusters Score -920049.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -920131.500000 Penalty: 4427.289062
	Iteration 12Q: 3 clusters Score -920131.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -920188.625000 Penalty: 4427.289062
	Iteration 13Q: 3 clusters Score -920188.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -920233.562500 Penalty: 4427.289062
	Iteration 14Q: 3 clusters Score -920233.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -920272.125000 Penalty: 4427.289062
	Iteration 15Q: 3 clusters Score -920272.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -920306.750000 Penalty: 4427.289062
	Iteration 16Q: 3 clusters Score -920306.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -920339.000000 Penalty: 4427.289062
	Iteration 17Q: 3 clusters Score -920339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -920359.000000 Penalty: 4427.289062
	Iteration 18Q: 3 clusters Score -920359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -920375.062500 Penalty: 4427.289062
	Iteration 19Q: 3 clusters Score -920375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -920395.562500 Penalty: 4427.289062
	Iteration 20F: 3 clusters Score -920395.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -920412.687500 Penalty: 4427.289062
	Iteration 21Q: 3 clusters Score -920412.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -920426.500000 Penalty: 4427.289062
	Iteration 22Q: 3 clusters Score -920426.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -920448.125000 Penalty: 4427.289062
	Iteration 23Q: 3 clusters Score -920448.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -920466.187500 Penalty: 4427.289062
	Iteration 24Q: 3 clusters Score -920466.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -920480.562500 Penalty: 4427.289062
	Iteration 25Q: 3 clusters Score -920480.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -920494.375000 Penalty: 4427.289062
	Iteration 26Q: 3 clusters Score -920494.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -920506.750000 Penalty: 4427.289062
	Iteration 27Q: 3 clusters Score -920506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -920515.125000 Penalty: 4427.289062
	Iteration 28Q: 3 clusters Score -920515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -920519.062500 Penalty: 4427.289062
	Iteration 29Q: 3 clusters Score -920519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -920521.125000 Penalty: 4427.289062
	Iteration 30Q: 3 clusters Score -920521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -920524.750000 Penalty: 4427.289062
	Iteration 31Q: 3 clusters Score -920524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -920527.500000 Penalty: 4427.289062
	Iteration 32Q: 3 clusters Score -920527.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -920533.312500 Penalty: 4427.289062
	Iteration 33Q: 3 clusters Score -920533.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -920532.312500 Penalty: 4427.289062
	Iteration 34Q: 3 clusters Score -920532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -920534.500000 Penalty: 4427.289062
	Iteration 35Q: 3 clusters Score -920534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -920534.250000 Penalty: 4427.289062
	Iteration 36Q: 3 clusters Score -920534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -920536.437500 Penalty: 4427.289062
	Iteration 37Q: 3 clusters Score -920536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -920536.125000 Penalty: 4427.289062
	Iteration 38Q: 3 clusters Score -920536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -920539.437500 Penalty: 4427.289062
	Iteration 39Q: 3 clusters Score -920539.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -920540.875000 Penalty: 4427.289062
	Iteration 40F: 3 clusters Score -920540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -920546.125000 Penalty: 4427.289062
	Iteration 41Q: 3 clusters Score -920546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -920550.562500 Penalty: 4427.289062
	Iteration 42Q: 3 clusters Score -920550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -920554.250000 Penalty: 4427.289062
	Iteration 43Q: 3 clusters Score -920554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -920558.812500 Penalty: 4427.289062
	Iteration 44Q: 3 clusters Score -920558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -920566.187500 Penalty: 4427.289062
	Iteration 45Q: 3 clusters Score -920566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -920570.812500 Penalty: 4427.289062
	Iteration 46Q: 3 clusters Score -920570.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -920574.875000 Penalty: 4427.289062
	Iteration 47Q: 3 clusters Score -920574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -920578.750000 Penalty: 4427.289062
	Iteration 48Q: 3 clusters Score -920578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -920582.312500 Penalty: 4427.289062
	Iteration 49Q: 3 clusters Score -920582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -920585.000000 Penalty: 4427.289062
	Iteration 50Q: 3 clusters Score -920585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -920587.250000 Penalty: 4427.289062
	Iteration 51Q: 3 clusters Score -920587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -920588.937500 Penalty: 4427.289062
	Iteration 52Q: 3 clusters Score -920588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -920595.875000 Penalty: 4427.289062
	Iteration 53Q: 3 clusters Score -920595.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -920599.375000 Penalty: 4427.289062
	Iteration 54Q: 3 clusters Score -920599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -920602.625000 Penalty: 4427.289062
	Iteration 55Q: 3 clusters Score -920602.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -920607.687500 Penalty: 4427.289062
	Iteration 56Q: 3 clusters Score -920607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -920609.625000 Penalty: 4427.289062
	Iteration 57Q: 3 clusters Score -920609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -920612.625000 Penalty: 4427.289062
	Iteration 58Q: 3 clusters Score -920612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -920615.500000 Penalty: 4427.289062
	Iteration 59Q: 3 clusters Score -920615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -920618.062500 Penalty: 4427.289062
	Iteration 60F: 3 clusters Score -920618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -920620.875000 Penalty: 4427.289062
	Iteration 61Q: 3 clusters Score -920620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -920623.250000 Penalty: 4427.289062
	Iteration 62Q: 3 clusters Score -920623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -920622.875000 Penalty: 4427.289062
	Iteration 63Q: 3 clusters Score -920622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -920623.062500 Penalty: 4427.289062
	Iteration 64Q: 3 clusters Score -920623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -920625.500000 Penalty: 4427.289062
	Iteration 65Q: 3 clusters Score -920625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -920623.500000 Penalty: 4427.289062
	Iteration 66Q: 3 clusters Score -920623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -920623.500000 Penalty: 4427.289062
	Iteration 67F: 3 clusters Score -920623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -58226.359375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -58226.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56704.652344 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -56704.65 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56975.375000 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -56975.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57119.785156 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -57119.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57281.511719 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -57281.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57464.738281 Penalty: 3135.992188
	Iteration 4F: 3 clusters Score -57464.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57708.992188 Penalty: 3135.992188
	Iteration 5F: 3 clusters Score -57708.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57895.960938 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -57895.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58005.191406 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -58005.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58081.746094 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -58081.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58146.859375 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -58146.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58251.121094 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -58251.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58317.894531 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -58317.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58419.152344 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -58419.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58476.671875 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -58476.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58524.328125 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -58524.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58524.328125 Penalty: 3135.992188
	Iteration 15F: 3 clusters Score -58524.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 142466 members 
Mstep: Class 3 contains 205194 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178440 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 212932 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 229 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 328 members 
Entering Unmasked Estep 
Score: -149686336.000000 Penalty: 72857.820312
Splitting cluster 18 changes total score from -149687984.000000 to -149686336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -46496.609375 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -46496.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45000.972656 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -45000.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45169.796875 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -45169.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45266.675781 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -45266.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45469.789062 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -45469.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45622.644531 Penalty: 3027.977295
	Iteration 4F: 3 clusters Score -45622.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45702.742188 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -45702.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45813.710938 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -45813.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45932.910156 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -45932.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45977.707031 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -45977.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45984.140625 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -45984.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45996.058594 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -45996.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46001.917969 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -46001.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46005.785156 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -46005.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46010.652344 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -46010.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46012.402344 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -46012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46012.402344 Penalty: 3027.977295
	Iteration 15F: 3 clusters Score -46012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -20460.017578 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -20460.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19376.478516 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -19376.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19452.832031 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -19452.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 142466 members 
Mstep: Class 3 contains 205194 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178440 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 78583 members 
Mstep: Class 14 contains 212932 members 
Mstep: Class 15 contains 53749 members 
Mstep: Class 16 contains 62508 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688048.000000 Penalty: 69388.398438
Iteration 479Q: 21 clusters Score -1.49688e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 142464 members 
Mstep: Class 3 contains 205188 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178453 members 
Mstep: Class 12 contains 175983 members 
Mstep: Class 13 contains 78581 members 
Mstep: Class 14 contains 212928 members 
Mstep: Class 15 contains 53750 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688080.000000 Penalty: 69388.398438
Iteration 480F: 21 clusters Score -1.496881e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 142457 members 
Mstep: Class 3 contains 205192 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178462 members 
Mstep: Class 12 contains 175974 members 
Mstep: Class 13 contains 78581 members 
Mstep: Class 14 contains 212929 members 
Mstep: Class 15 contains 53753 members 
Mstep: Class 16 contains 62512 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688080.000000 Penalty: 69388.398438
Iteration 481Q: 21 clusters Score -1.496881e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 142454 members 
Mstep: Class 3 contains 205205 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178470 members 
Mstep: Class 12 contains 175967 members 
Mstep: Class 13 contains 78574 members 
Mstep: Class 14 contains 212925 members 
Mstep: Class 15 contains 53755 members 
Mstep: Class 16 contains 62512 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688128.000000 Penalty: 69388.398438
Iteration 482Q: 21 clusters Score -1.496881e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 142448 members 
Mstep: Class 3 contains 205217 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178475 members 
Mstep: Class 12 contains 175971 members 
Mstep: Class 13 contains 78574 members 
Mstep: Class 14 contains 212914 members 
Mstep: Class 15 contains 53754 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688064.000000 Penalty: 69388.398438
Iteration 483Q: 21 clusters Score -1.496881e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 142442 members 
Mstep: Class 3 contains 205221 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178477 members 
Mstep: Class 12 contains 175973 members 
Mstep: Class 13 contains 78571 members 
Mstep: Class 14 contains 212916 members 
Mstep: Class 15 contains 53755 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688080.000000 Penalty: 69388.398438
Iteration 484Q: 21 clusters Score -1.496881e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 142440 members 
Mstep: Class 3 contains 205230 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178481 members 
Mstep: Class 12 contains 175977 members 
Mstep: Class 13 contains 78568 members 
Mstep: Class 14 contains 212903 members 
Mstep: Class 15 contains 53756 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688048.000000 Penalty: 69388.398438
Iteration 485Q: 21 clusters Score -1.49688e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 142433 members 
Mstep: Class 3 contains 205240 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178489 members 
Mstep: Class 12 contains 175980 members 
Mstep: Class 13 contains 78568 members 
Mstep: Class 14 contains 212891 members 
Mstep: Class 15 contains 53757 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688064.000000 Penalty: 69388.398438
Iteration 486Q: 21 clusters Score -1.496881e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142432 members 
Mstep: Class 3 contains 205246 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178485 members 
Mstep: Class 12 contains 175978 members 
Mstep: Class 13 contains 78565 members 
Mstep: Class 14 contains 212898 members 
Mstep: Class 15 contains 53755 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688000.000000 Penalty: 69388.398438
Iteration 487Q: 21 clusters Score -1.49688e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 142427 members 
Mstep: Class 3 contains 205249 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178490 members 
Mstep: Class 12 contains 175974 members 
Mstep: Class 13 contains 78563 members 
Mstep: Class 14 contains 212898 members 
Mstep: Class 15 contains 53757 members 
Mstep: Class 16 contains 62507 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687952.000000 Penalty: 69388.398438
Iteration 488Q: 21 clusters Score -1.49688e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 142422 members 
Mstep: Class 3 contains 205257 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178493 members 
Mstep: Class 12 contains 175963 members 
Mstep: Class 13 contains 78562 members 
Mstep: Class 14 contains 212900 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62509 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688032.000000 Penalty: 69388.398438
Iteration 489Q: 21 clusters Score -1.49688e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 142415 members 
Mstep: Class 3 contains 205260 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178498 members 
Mstep: Class 12 contains 175960 members 
Mstep: Class 13 contains 78559 members 
Mstep: Class 14 contains 212905 members 
Mstep: Class 15 contains 53758 members 
Mstep: Class 16 contains 62514 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687744.000000 Penalty: 69388.398438
Iteration 490Q: 21 clusters Score -1.496877e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 142408 members 
Mstep: Class 3 contains 205270 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178498 members 
Mstep: Class 12 contains 175954 members 
Mstep: Class 13 contains 78555 members 
Mstep: Class 14 contains 212911 members 
Mstep: Class 15 contains 53757 members 
Mstep: Class 16 contains 62516 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687776.000000 Penalty: 69388.398438
Iteration 491Q: 21 clusters Score -1.496878e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 142400 members 
Mstep: Class 3 contains 205275 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178506 members 
Mstep: Class 12 contains 175950 members 
Mstep: Class 13 contains 78554 members 
Mstep: Class 14 contains 212910 members 
Mstep: Class 15 contains 53758 members 
Mstep: Class 16 contains 62515 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687840.000000 Penalty: 69388.398438
Iteration 492Q: 21 clusters Score -1.496878e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 142389 members 
Mstep: Class 3 contains 205288 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178516 members 
Mstep: Class 12 contains 175956 members 
Mstep: Class 13 contains 78549 members 
Mstep: Class 14 contains 212900 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687808.000000 Penalty: 69388.398438
Iteration 493Q: 21 clusters Score -1.496878e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 142381 members 
Mstep: Class 3 contains 205295 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178530 members 
Mstep: Class 12 contains 175951 members 
Mstep: Class 13 contains 78548 members 
Mstep: Class 14 contains 212899 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62506 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687856.000000 Penalty: 69388.398438
Iteration 494Q: 21 clusters Score -1.496879e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 142371 members 
Mstep: Class 3 contains 205301 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178539 members 
Mstep: Class 12 contains 175948 members 
Mstep: Class 13 contains 78545 members 
Mstep: Class 14 contains 212905 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687920.000000 Penalty: 69388.398438
Iteration 495Q: 21 clusters Score -1.496879e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 142366 members 
Mstep: Class 3 contains 205310 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178548 members 
Mstep: Class 12 contains 175942 members 
Mstep: Class 13 contains 78545 members 
Mstep: Class 14 contains 212895 members 
Mstep: Class 15 contains 53761 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688016.000000 Penalty: 69388.398438
Iteration 496Q: 21 clusters Score -1.49688e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 142363 members 
Mstep: Class 3 contains 205306 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178558 members 
Mstep: Class 12 contains 175945 members 
Mstep: Class 13 contains 78544 members 
Mstep: Class 14 contains 212894 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62502 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687936.000000 Penalty: 69388.398438
Iteration 497Q: 21 clusters Score -1.496879e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 142356 members 
Mstep: Class 3 contains 205301 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178561 members 
Mstep: Class 12 contains 175946 members 
Mstep: Class 13 contains 78543 members 
Mstep: Class 14 contains 212904 members 
Mstep: Class 15 contains 53758 members 
Mstep: Class 16 contains 62505 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687888.000000 Penalty: 69388.398438
Iteration 498Q: 21 clusters Score -1.496879e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 142349 members 
Mstep: Class 3 contains 205299 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178569 members 
Mstep: Class 12 contains 175944 members 
Mstep: Class 13 contains 78543 members 
Mstep: Class 14 contains 212906 members 
Mstep: Class 15 contains 53759 members 
Mstep: Class 16 contains 62507 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687888.000000 Penalty: 69388.398438
Iteration 499Q: 21 clusters Score -1.496879e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 142340 members 
Mstep: Class 3 contains 205294 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 248 members 
Mstep: Class 8 contains 1858 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 178571 members 
Mstep: Class 12 contains 175945 members 
Mstep: Class 13 contains 78544 members 
Mstep: Class 14 contains 212913 members 
Mstep: Class 15 contains 53760 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687920.000000 Penalty: 69388.398438
Iteration 500F: 21 clusters Score -1.496879e+08 nChanged 35
Maximum iterations exceeded
--- Evaluating fit on full set of 3570476 points ---
Entering Unmasked Estep 
Score: -451465536.000000 Penalty: 74837.515625
21->21 Clusters: Score -451465536.000000, best is -451459328.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1190158 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 56801 members 
Mstep: Class 3 contains 56407 members 
Mstep: Class 4 contains 56995 members 
Mstep: Class 5 contains 56721 members 
Mstep: Class 6 contains 56559 members 
Mstep: Class 7 contains 56492 members 
Mstep: Class 8 contains 56413 members 
Mstep: Class 9 contains 56898 members 
Mstep: Class 10 contains 56482 members 
Mstep: Class 11 contains 56931 members 
Mstep: Class 12 contains 56625 members 
Mstep: Class 13 contains 56660 members 
Mstep: Class 14 contains 56843 members 
Mstep: Class 15 contains 56667 members 
Mstep: Class 16 contains 56177 members 
Mstep: Class 17 contains 56749 members 
Mstep: Class 18 contains 56382 members 
Mstep: Class 19 contains 57053 members 
Mstep: Class 20 contains 56429 members 
Mstep: Class 21 contains 57225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 353.741211 but Gain 3469.421875
Score: -144299760.000000 Penalty: 69388.398438
Iteration 0F: 21 clusters Score -1.442998e+08 nChanged 1131426
Entering Unmasked Mstep 
Mstep: Class 0 contains 2909 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 82407 members 
Mstep: Class 4 contains 90798 members 
Mstep: Class 5 contains 42901 members 
Mstep: Class 6 contains 52720 members 
Mstep: Class 7 contains 46950 members 
Mstep: Class 9 contains 348894 members 
Mstep: Class 10 contains 56128 members 
Mstep: Class 11 contains 64811 members 
Mstep: Class 12 contains 102292 members 
Mstep: Class 13 contains 52976 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 41587 members 
Mstep: Class 17 contains 34641 members 
Mstep: Class 18 contains 20186 members 
Mstep: Class 19 contains 13964 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 34200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3446.692627 but Gain 3469.421875
Score: -148041872.000000 Penalty: 65918.976562
Iteration 1F: 20 clusters Score -1.480419e+08 nChanged 431184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2908 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 100362 members 
Mstep: Class 4 contains 68173 members 
Mstep: Class 5 contains 23596 members 
Mstep: Class 6 contains 45357 members 
Mstep: Class 7 contains 32157 members 
Mstep: Class 9 contains 526179 members 
Mstep: Class 10 contains 40951 members 
Mstep: Class 11 contains 51527 members 
Mstep: Class 12 contains 100600 members 
Mstep: Class 13 contains 51283 members 
Mstep: Class 14 contains 47022 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 26631 members 
Mstep: Class 17 contains 28338 members 
Mstep: Class 18 contains 7832 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 17696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3295.714355 but Gain 3469.417969
Score: -148144000.000000 Penalty: 62449.558594
Iteration 2F: 19 clusters Score -1.48144e+08 nChanged 299562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2681 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 147215 members 
Mstep: Class 4 contains 76222 members 
Mstep: Class 5 contains 17487 members 
Mstep: Class 6 contains 47239 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 9 contains 455671 members 
Mstep: Class 10 contains 39323 members 
Mstep: Class 11 contains 49056 members 
Mstep: Class 12 contains 141169 members 
Mstep: Class 13 contains 58344 members 
Mstep: Class 14 contains 43789 members 
Mstep: Class 15 contains 6055 members 
Mstep: Class 16 contains 23272 members 
Mstep: Class 17 contains 30620 members 
Mstep: Class 18 contains 5323 members 
Mstep: Class 20 contains 1796 members 
Mstep: Class 21 contains 9141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2945.898682 but Gain 3469.421875
Score: -148504096.000000 Penalty: 58980.136719
Iteration 3F: 18 clusters Score -1.485041e+08 nChanged 220259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2502 members 
Mstep: Class 2 contains 4466 members 
Mstep: Class 3 contains 189347 members 
Mstep: Class 4 contains 93952 members 
Mstep: Class 5 contains 12262 members 
Mstep: Class 6 contains 52242 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 9 contains 391774 members 
Mstep: Class 10 contains 37062 members 
Mstep: Class 11 contains 46542 members 
Mstep: Class 12 contains 183340 members 
Mstep: Class 13 contains 57667 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 16 contains 16954 members 
Mstep: Class 17 contains 27820 members 
Mstep: Class 20 contains 1268 members 
Mstep: Class 21 contains 3589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2515.819824 but Gain 3469.417969
Score: -148796496.000000 Penalty: 55510.718750
Iteration 4F: 17 clusters Score -1.487965e+08 nChanged 188246
Entering Unmasked Mstep 
Mstep: Class 0 contains 2090 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 221336 members 
Mstep: Class 4 contains 113171 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 54322 members 
Mstep: Class 7 contains 29140 members 
Mstep: Class 9 contains 352650 members 
Mstep: Class 10 contains 32303 members 
Mstep: Class 11 contains 42875 members 
Mstep: Class 12 contains 221489 members 
Mstep: Class 13 contains 54170 members 
Mstep: Class 14 contains 20137 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 21138 members 
Mstep: Class 20 contains 852 members 
Mstep: Class 21 contains 1288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148990608.000000 Penalty: 55510.718750
Iteration 5F: 17 clusters Score -1.489906e+08 nChanged 166857
Entering Unmasked Mstep 
Mstep: Class 0 contains 1314 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 225508 members 
Mstep: Class 4 contains 131819 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 58633 members 
Mstep: Class 7 contains 23993 members 
Mstep: Class 9 contains 326441 members 
Mstep: Class 10 contains 28560 members 
Mstep: Class 11 contains 38849 members 
Mstep: Class 12 contains 261143 members 
Mstep: Class 13 contains 50812 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 14939 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3215.209961 but Gain 3469.421875
Score: -149173664.000000 Penalty: 52041.296875
Iteration 6F: 16 clusters Score -1.491737e+08 nChanged 156923
Entering Unmasked Mstep 
Mstep: Class 0 contains 535 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 3 contains 211258 members 
Mstep: Class 4 contains 150962 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 6 contains 67663 members 
Mstep: Class 7 contains 18646 members 
Mstep: Class 9 contains 301723 members 
Mstep: Class 10 contains 27291 members 
Mstep: Class 11 contains 35567 members 
Mstep: Class 12 contains 302020 members 
Mstep: Class 13 contains 48556 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 17 contains 10708 members 
Mstep: Class 20 contains 1415 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2701.489502 but Gain 3469.417969
Score: -149307152.000000 Penalty: 48571.878906
Iteration 7F: 15 clusters Score -1.493072e+08 nChanged 137731
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 3 contains 198618 members 
Mstep: Class 4 contains 171463 members 
Mstep: Class 6 contains 79356 members 
Mstep: Class 7 contains 13789 members 
Mstep: Class 9 contains 275010 members 
Mstep: Class 10 contains 27172 members 
Mstep: Class 11 contains 32981 members 
Mstep: Class 12 contains 327581 members 
Mstep: Class 13 contains 47324 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 17 contains 7550 members 
Mstep: Class 20 contains 1406 members 
Mstep: Class 21 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149392304.000000 Penalty: 48571.878906
Iteration 8F: 15 clusters Score -1.493923e+08 nChanged 112858
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 192897 members 
Mstep: Class 4 contains 194785 members 
Mstep: Class 6 contains 91169 members 
Mstep: Class 7 contains 10086 members 
Mstep: Class 9 contains 250663 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 30913 members 
Mstep: Class 12 contains 332615 members 
Mstep: Class 13 contains 46721 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 17 contains 5404 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149452416.000000 Penalty: 48571.878906
Iteration 9F: 15 clusters Score -1.494524e+08 nChanged 92079
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 189854 members 
Mstep: Class 4 contains 220875 members 
Mstep: Class 6 contains 102005 members 
Mstep: Class 7 contains 7460 members 
Mstep: Class 9 contains 231104 members 
Mstep: Class 10 contains 26256 members 
Mstep: Class 11 contains 29202 members 
Mstep: Class 12 contains 324266 members 
Mstep: Class 13 contains 46966 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 17 contains 4097 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149495632.000000 Penalty: 48571.878906
Iteration 10F: 15 clusters Score -1.494956e+08 nChanged 77869
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 186369 members 
Mstep: Class 4 contains 249500 members 
Mstep: Class 6 contains 111581 members 
Mstep: Class 7 contains 5777 members 
Mstep: Class 9 contains 220257 members 
Mstep: Class 10 contains 26610 members 
Mstep: Class 11 contains 27842 members 
Mstep: Class 12 contains 302988 members 
Mstep: Class 13 contains 47896 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3089.549561 but Gain 3469.421875
Score: -149527808.000000 Penalty: 45102.457031
Iteration 11F: 14 clusters Score -1.495278e+08 nChanged 70579
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 184346 members 
Mstep: Class 4 contains 277808 members 
Mstep: Class 6 contains 120346 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 9 contains 213955 members 
Mstep: Class 10 contains 27583 members 
Mstep: Class 11 contains 26679 members 
Mstep: Class 12 contains 277376 members 
Mstep: Class 13 contains 49296 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149554480.000000 Penalty: 45102.457031
Iteration 12F: 14 clusters Score -1.495545e+08 nChanged 58159
Entering Unmasked Mstep 
Mstep: Class 0 contains 370 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 182405 members 
Mstep: Class 4 contains 302156 members 
Mstep: Class 6 contains 127993 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 9 contains 208418 members 
Mstep: Class 10 contains 28783 members 
Mstep: Class 11 contains 25847 members 
Mstep: Class 12 contains 251655 members 
Mstep: Class 13 contains 50792 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149573616.000000 Penalty: 45102.457031
Iteration 13Q: 14 clusters Score -1.495736e+08 nChanged 49107
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 180900 members 
Mstep: Class 4 contains 320599 members 
Mstep: Class 6 contains 134887 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 9 contains 204137 members 
Mstep: Class 10 contains 30026 members 
Mstep: Class 11 contains 25225 members 
Mstep: Class 12 contains 230570 members 
Mstep: Class 13 contains 52115 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149582880.000000 Penalty: 45102.457031
Iteration 14Q: 14 clusters Score -1.495829e+08 nChanged 41783
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 180030 members 
Mstep: Class 4 contains 334081 members 
Mstep: Class 6 contains 141168 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 9 contains 201045 members 
Mstep: Class 10 contains 31115 members 
Mstep: Class 11 contains 24707 members 
Mstep: Class 12 contains 213176 members 
Mstep: Class 13 contains 53404 members 
Mstep: Class 14 contains 721 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149593824.000000 Penalty: 45102.457031
Iteration 15Q: 14 clusters Score -1.495938e+08 nChanged 37436
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 179496 members 
Mstep: Class 4 contains 343855 members 
Mstep: Class 6 contains 146618 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 9 contains 198826 members 
Mstep: Class 10 contains 31840 members 
Mstep: Class 11 contains 24207 members 
Mstep: Class 12 contains 199695 members 
Mstep: Class 13 contains 54437 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149600416.000000 Penalty: 45102.457031
Iteration 16Q: 14 clusters Score -1.496004e+08 nChanged 35682
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 179039 members 
Mstep: Class 4 contains 349627 members 
Mstep: Class 6 contains 151033 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 9 contains 197273 members 
Mstep: Class 10 contains 32193 members 
Mstep: Class 11 contains 23708 members 
Mstep: Class 12 contains 191044 members 
Mstep: Class 13 contains 55312 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149601344.000000 Penalty: 45102.457031
Iteration 17Q: 14 clusters Score -1.496013e+08 nChanged 33194
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 179053 members 
Mstep: Class 4 contains 350147 members 
Mstep: Class 6 contains 154926 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 9 contains 196606 members 
Mstep: Class 10 contains 32342 members 
Mstep: Class 11 contains 23295 members 
Mstep: Class 12 contains 186956 members 
Mstep: Class 13 contains 56123 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149602160.000000 Penalty: 45102.457031
Iteration 18Q: 14 clusters Score -1.496022e+08 nChanged 28290
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 179390 members 
Mstep: Class 4 contains 347618 members 
Mstep: Class 6 contains 158450 members 
Mstep: Class 7 contains 2398 members 
Mstep: Class 9 contains 196445 members 
Mstep: Class 10 contains 32328 members 
Mstep: Class 11 contains 22944 members 
Mstep: Class 12 contains 185803 members 
Mstep: Class 13 contains 56651 members 
Mstep: Class 14 contains 722 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149606448.000000 Penalty: 45102.457031
Iteration 19Q: 14 clusters Score -1.496064e+08 nChanged 23774
Entering Unmasked Mstep 
Mstep: Class 0 contains 369 members 
Mstep: Class 2 contains 4408 members 
Mstep: Class 3 contains 179767 members 
Mstep: Class 4 contains 344061 members 
Mstep: Class 6 contains 161881 members 
Mstep: Class 7 contains 2237 members 
Mstep: Class 9 contains 196176 members 
Mstep: Class 10 contains 32323 members 
Mstep: Class 11 contains 22614 members 
Mstep: Class 12 contains 185991 members 
Mstep: Class 13 contains 56982 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149611072.000000 Penalty: 45102.457031
Iteration 20F: 14 clusters Score -1.496111e+08 nChanged 21010
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 179916 members 
Mstep: Class 4 contains 340025 members 
Mstep: Class 6 contains 165143 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 9 contains 195674 members 
Mstep: Class 10 contains 32317 members 
Mstep: Class 11 contains 22297 members 
Mstep: Class 12 contains 187238 members 
Mstep: Class 13 contains 57190 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149615840.000000 Penalty: 45102.457031
Iteration 21Q: 14 clusters Score -1.496158e+08 nChanged 19663
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 179919 members 
Mstep: Class 4 contains 335432 members 
Mstep: Class 6 contains 168553 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 9 contains 195106 members 
Mstep: Class 10 contains 32301 members 
Mstep: Class 11 contains 21978 members 
Mstep: Class 12 contains 189171 members 
Mstep: Class 13 contains 57440 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149618064.000000 Penalty: 45102.457031
Iteration 22Q: 14 clusters Score -1.496181e+08 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 179955 members 
Mstep: Class 4 contains 330372 members 
Mstep: Class 6 contains 172267 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 9 contains 194326 members 
Mstep: Class 10 contains 32337 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 191319 members 
Mstep: Class 13 contains 57638 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149618224.000000 Penalty: 45102.457031
Iteration 23Q: 14 clusters Score -1.496182e+08 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 179985 members 
Mstep: Class 4 contains 325139 members 
Mstep: Class 6 contains 176231 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 9 contains 193633 members 
Mstep: Class 10 contains 32365 members 
Mstep: Class 11 contains 21510 members 
Mstep: Class 12 contains 193254 members 
Mstep: Class 13 contains 57871 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149619280.000000 Penalty: 45102.457031
Iteration 24Q: 14 clusters Score -1.496193e+08 nChanged 17914
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 179922 members 
Mstep: Class 4 contains 319685 members 
Mstep: Class 6 contains 180453 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 9 contains 192969 members 
Mstep: Class 10 contains 32417 members 
Mstep: Class 11 contains 21286 members 
Mstep: Class 12 contains 195219 members 
Mstep: Class 13 contains 58092 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149621872.000000 Penalty: 45102.457031
Iteration 25Q: 14 clusters Score -1.496219e+08 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 179958 members 
Mstep: Class 4 contains 313810 members 
Mstep: Class 6 contains 185036 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 9 contains 192322 members 
Mstep: Class 10 contains 32576 members 
Mstep: Class 11 contains 21097 members 
Mstep: Class 12 contains 197068 members 
Mstep: Class 13 contains 58205 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149623968.000000 Penalty: 45102.457031
Iteration 26Q: 14 clusters Score -1.49624e+08 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 180243 members 
Mstep: Class 4 contains 307507 members 
Mstep: Class 6 contains 189647 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 9 contains 191916 members 
Mstep: Class 10 contains 32807 members 
Mstep: Class 11 contains 20866 members 
Mstep: Class 12 contains 198863 members 
Mstep: Class 13 contains 58225 members 
Mstep: Class 14 contains 684 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149625248.000000 Penalty: 45102.457031
Iteration 27Q: 14 clusters Score -1.496252e+08 nChanged 18188
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 180699 members 
Mstep: Class 4 contains 301150 members 
Mstep: Class 6 contains 193827 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 9 contains 191882 members 
Mstep: Class 10 contains 33063 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 200627 members 
Mstep: Class 13 contains 58208 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149626416.000000 Penalty: 45102.457031
Iteration 28Q: 14 clusters Score -1.496264e+08 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 181345 members 
Mstep: Class 4 contains 294978 members 
Mstep: Class 6 contains 197029 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 9 contains 192234 members 
Mstep: Class 10 contains 33372 members 
Mstep: Class 11 contains 20393 members 
Mstep: Class 12 contains 202623 members 
Mstep: Class 13 contains 58113 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149627904.000000 Penalty: 45102.457031
Iteration 29Q: 14 clusters Score -1.496279e+08 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 182140 members 
Mstep: Class 4 contains 289197 members 
Mstep: Class 6 contains 199240 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 9 contains 192813 members 
Mstep: Class 10 contains 33765 members 
Mstep: Class 11 contains 20197 members 
Mstep: Class 12 contains 204800 members 
Mstep: Class 13 contains 57923 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149628656.000000 Penalty: 45102.457031
Iteration 30Q: 14 clusters Score -1.496287e+08 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 183064 members 
Mstep: Class 4 contains 284162 members 
Mstep: Class 6 contains 200171 members 
Mstep: Class 7 contains 2026 members 
Mstep: Class 9 contains 193774 members 
Mstep: Class 10 contains 34225 members 
Mstep: Class 11 contains 20045 members 
Mstep: Class 12 contains 206959 members 
Mstep: Class 13 contains 57669 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149629584.000000 Penalty: 45102.457031
Iteration 31Q: 14 clusters Score -1.496296e+08 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 184055 members 
Mstep: Class 4 contains 279731 members 
Mstep: Class 6 contains 200034 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 9 contains 195022 members 
Mstep: Class 10 contains 34809 members 
Mstep: Class 11 contains 19958 members 
Mstep: Class 12 contains 209091 members 
Mstep: Class 13 contains 57378 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149629616.000000 Penalty: 45102.457031
Iteration 32Q: 14 clusters Score -1.496296e+08 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 185050 members 
Mstep: Class 4 contains 275923 members 
Mstep: Class 6 contains 199142 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 9 contains 196505 members 
Mstep: Class 10 contains 35382 members 
Mstep: Class 11 contains 19923 members 
Mstep: Class 12 contains 211046 members 
Mstep: Class 13 contains 57109 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149630080.000000 Penalty: 45102.457031
Iteration 33Q: 14 clusters Score -1.496301e+08 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 186015 members 
Mstep: Class 4 contains 272734 members 
Mstep: Class 6 contains 197832 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 9 contains 197958 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 19899 members 
Mstep: Class 12 contains 212829 members 
Mstep: Class 13 contains 56790 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149630480.000000 Penalty: 45102.457031
Iteration 34Q: 14 clusters Score -1.496305e+08 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 186924 members 
Mstep: Class 4 contains 269955 members 
Mstep: Class 6 contains 196433 members 
Mstep: Class 7 contains 2016 members 
Mstep: Class 9 contains 199308 members 
Mstep: Class 10 contains 36720 members 
Mstep: Class 11 contains 19944 members 
Mstep: Class 12 contains 214301 members 
Mstep: Class 13 contains 56494 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149631200.000000 Penalty: 45102.457031
Iteration 35Q: 14 clusters Score -1.496312e+08 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 187619 members 
Mstep: Class 4 contains 267660 members 
Mstep: Class 6 contains 195220 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 9 contains 200491 members 
Mstep: Class 10 contains 37408 members 
Mstep: Class 11 contains 20044 members 
Mstep: Class 12 contains 215479 members 
Mstep: Class 13 contains 56155 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149631104.000000 Penalty: 45102.457031
Iteration 36Q: 14 clusters Score -1.496311e+08 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 188166 members 
Mstep: Class 4 contains 265605 members 
Mstep: Class 6 contains 194323 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 9 contains 201487 members 
Mstep: Class 10 contains 38147 members 
Mstep: Class 11 contains 20199 members 
Mstep: Class 12 contains 216303 members 
Mstep: Class 13 contains 55848 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149630432.000000 Penalty: 45102.457031
Iteration 37Q: 14 clusters Score -1.496304e+08 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 188568 members 
Mstep: Class 4 contains 263912 members 
Mstep: Class 6 contains 193750 members 
Mstep: Class 7 contains 2015 members 
Mstep: Class 9 contains 202309 members 
Mstep: Class 10 contains 38981 members 
Mstep: Class 11 contains 20336 members 
Mstep: Class 12 contains 216646 members 
Mstep: Class 13 contains 55579 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149630688.000000 Penalty: 45102.457031
Iteration 38Q: 14 clusters Score -1.496307e+08 nChanged 7976
Entering ConstructFrom: 
Score: -149630688.000000 Penalty: 45102.457031
Entering ConstructFrom: 
Trying to split cluster 2 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -554317.437500 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -554317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -550146.625000 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -550146.6 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -551123.812500 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -551123.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -551329.437500 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -551329.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -551458.375000 Penalty: 4165.499512
	Iteration 3F: 3 clusters Score -551458.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -551553.187500 Penalty: 4165.499512
	Iteration 4Q: 3 clusters Score -551553.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -551625.687500 Penalty: 4165.499512
	Iteration 5Q: 3 clusters Score -551625.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -551690.562500 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -551690.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -551754.250000 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -551754.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -551817.500000 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -551817.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -551874.812500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -551874.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -551921.500000 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -551921.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -551970.062500 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -551970.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -552015.312500 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -552015.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -552081.000000 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -552081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -552150.187500 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -552150.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -552223.812500 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -552223.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -552320.000000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -552320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -552405.937500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -552405.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -552519.187500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -552519.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -552686.062500 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -552686.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -552932.687500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -552932.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -553291.562500 Penalty: 4165.499512
	Iteration 21Q: 3 clusters Score -553291.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -553736.062500 Penalty: 4165.499512
	Iteration 22Q: 3 clusters Score -553736.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -553917.687500 Penalty: 4165.499512
	Iteration 23Q: 3 clusters Score -553917.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -553982.937500 Penalty: 4165.499512
	Iteration 24Q: 3 clusters Score -553982.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -554012.437500 Penalty: 4165.499512
	Iteration 25Q: 3 clusters Score -554012.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -554030.187500 Penalty: 4165.499512
	Iteration 26Q: 3 clusters Score -554030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -554038.437500 Penalty: 4165.499512
	Iteration 27Q: 3 clusters Score -554038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -554042.312500 Penalty: 4165.499512
	Iteration 28Q: 3 clusters Score -554042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -554044.125000 Penalty: 4165.499512
	Iteration 29Q: 3 clusters Score -554044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -554046.000000 Penalty: 4165.499512
	Iteration 30Q: 3 clusters Score -554046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -554046.812500 Penalty: 4165.499512
	Iteration 31Q: 3 clusters Score -554046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -554047.187500 Penalty: 4165.499512
	Iteration 32Q: 3 clusters Score -554047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -554048.125000 Penalty: 4165.499512
	Iteration 33Q: 3 clusters Score -554048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -554048.125000 Penalty: 4165.499512
	Iteration 34F: 3 clusters Score -554048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188743 members 
Entering Unmasked Estep 
Score: -24228996.000000 Penalty: 3012.739258
	Iteration 0F: 2 clusters Score -2.4229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 94309 members 
Entering Unmasked Estep 
Score: -24109570.000000 Penalty: 6025.478516
	Iteration 0F: 3 clusters Score -2.410957e+07 nChanged 90776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 91563 members 
Entering Unmasked Estep 
Score: -24162780.000000 Penalty: 6025.478516
	Iteration 1F: 3 clusters Score -2.416278e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -24163608.000000 Penalty: 6025.478516
	Iteration 2Q: 3 clusters Score -2.416361e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -24164792.000000 Penalty: 6025.478516
	Iteration 3Q: 3 clusters Score -2.416479e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -24166550.000000 Penalty: 6025.478516
	Iteration 4Q: 3 clusters Score -2.416655e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -24169304.000000 Penalty: 6025.478516
	Iteration 5Q: 3 clusters Score -2.41693e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120267 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -24173680.000000 Penalty: 6025.478516
	Iteration 6F: 3 clusters Score -2.417368e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131967 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -24181364.000000 Penalty: 6025.478516
	Iteration 7F: 3 clusters Score -2.418136e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145988 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -24193224.000000 Penalty: 6025.478516
	Iteration 8F: 3 clusters Score -2.419322e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160018 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -24206462.000000 Penalty: 6025.478516
	Iteration 9F: 3 clusters Score -2.420646e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -24216686.000000 Penalty: 6025.478516
	Iteration 10F: 3 clusters Score -2.421669e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -24222206.000000 Penalty: 6025.478516
	Iteration 11Q: 3 clusters Score -2.422221e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180928 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -24224372.000000 Penalty: 6025.478516
	Iteration 12Q: 3 clusters Score -2.422437e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182940 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -24225414.000000 Penalty: 6025.478516
	Iteration 13Q: 3 clusters Score -2.422541e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -24225914.000000 Penalty: 6025.478516
	Iteration 14Q: 3 clusters Score -2.422591e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185036 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -24226268.000000 Penalty: 6025.478516
	Iteration 15Q: 3 clusters Score -2.422627e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185627 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -24226468.000000 Penalty: 6025.478516
	Iteration 16Q: 3 clusters Score -2.422647e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186041 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -24226474.000000 Penalty: 6025.478516
	Iteration 17Q: 3 clusters Score -2.422647e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -24226562.000000 Penalty: 6025.478516
	Iteration 18Q: 3 clusters Score -2.422656e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186532 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -24226716.000000 Penalty: 6025.478516
	Iteration 19Q: 3 clusters Score -2.422672e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24226782.000000 Penalty: 6025.478516
	Iteration 20F: 3 clusters Score -2.422678e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186824 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -24226770.000000 Penalty: 6025.478516
	Iteration 21Q: 3 clusters Score -2.422677e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186919 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -24226814.000000 Penalty: 6025.478516
	Iteration 22Q: 3 clusters Score -2.422681e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187001 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -24226814.000000 Penalty: 6025.478516
	Iteration 23Q: 3 clusters Score -2.422681e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187071 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24226826.000000 Penalty: 6025.478516
	Iteration 24Q: 3 clusters Score -2.422683e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187136 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -24226868.000000 Penalty: 6025.478516
	Iteration 25Q: 3 clusters Score -2.422687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187179 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -24226918.000000 Penalty: 6025.478516
	Iteration 26Q: 3 clusters Score -2.422692e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187221 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -24226942.000000 Penalty: 6025.478516
	Iteration 27Q: 3 clusters Score -2.422694e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -24226938.000000 Penalty: 6025.478516
	Iteration 28Q: 3 clusters Score -2.422694e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187308 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -24226940.000000 Penalty: 6025.478516
	Iteration 29Q: 3 clusters Score -2.422694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187338 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -24226976.000000 Penalty: 6025.478516
	Iteration 30Q: 3 clusters Score -2.422698e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187372 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -24226992.000000 Penalty: 6025.478516
	Iteration 31Q: 3 clusters Score -2.422699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187397 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -24226984.000000 Penalty: 6025.478516
	Iteration 32Q: 3 clusters Score -2.422698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -24226988.000000 Penalty: 6025.478516
	Iteration 33Q: 3 clusters Score -2.422699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187431 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24226994.000000 Penalty: 6025.478516
	Iteration 34Q: 3 clusters Score -2.422699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187440 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24226970.000000 Penalty: 6025.478516
	Iteration 35Q: 3 clusters Score -2.422697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187453 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24226998.000000 Penalty: 6025.478516
	Iteration 36Q: 3 clusters Score -2.4227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187468 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -24227002.000000 Penalty: 6025.478516
	Iteration 37Q: 3 clusters Score -2.4227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187481 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -24226994.000000 Penalty: 6025.478516
	Iteration 38Q: 3 clusters Score -2.422699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187493 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -24226976.000000 Penalty: 6025.478516
	Iteration 39Q: 3 clusters Score -2.422698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187501 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -24227002.000000 Penalty: 6025.478516
	Iteration 40F: 3 clusters Score -2.4227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187510 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -24227006.000000 Penalty: 6025.478516
	Iteration 41Q: 3 clusters Score -2.422701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187511 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -24227008.000000 Penalty: 6025.478516
	Iteration 42Q: 3 clusters Score -2.422701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187514 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -24227006.000000 Penalty: 6025.478516
	Iteration 43Q: 3 clusters Score -2.422701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187517 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -24226990.000000 Penalty: 6025.478516
	Iteration 44Q: 3 clusters Score -2.422699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187518 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -24227000.000000 Penalty: 6025.478516
	Iteration 45Q: 3 clusters Score -2.4227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187525 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -24227006.000000 Penalty: 6025.478516
	Iteration 46Q: 3 clusters Score -2.422701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187530 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -24227006.000000 Penalty: 6025.478516
	Iteration 47Q: 3 clusters Score -2.422701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187541 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -24227018.000000 Penalty: 6025.478516
	Iteration 48Q: 3 clusters Score -2.422702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187548 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -24227010.000000 Penalty: 6025.478516
	Iteration 49Q: 3 clusters Score -2.422701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187555 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 6025.478516
	Iteration 50Q: 3 clusters Score -2.422703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187556 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -24227036.000000 Penalty: 6025.478516
	Iteration 51Q: 3 clusters Score -2.422704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187561 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -24227044.000000 Penalty: 6025.478516
	Iteration 52Q: 3 clusters Score -2.422704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187564 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -24227046.000000 Penalty: 6025.478516
	Iteration 53Q: 3 clusters Score -2.422705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187567 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -24227054.000000 Penalty: 6025.478516
	Iteration 54Q: 3 clusters Score -2.422705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187572 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -24227048.000000 Penalty: 6025.478516
	Iteration 55Q: 3 clusters Score -2.422705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -24227052.000000 Penalty: 6025.478516
	Iteration 56Q: 3 clusters Score -2.422705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187580 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -24227044.000000 Penalty: 6025.478516
	Iteration 57Q: 3 clusters Score -2.422704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187585 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -24227046.000000 Penalty: 6025.478516
	Iteration 58Q: 3 clusters Score -2.422705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187593 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -24227040.000000 Penalty: 6025.478516
	Iteration 59Q: 3 clusters Score -2.422704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 6025.478516
	Iteration 60F: 3 clusters Score -2.422703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187599 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 6025.478516
	Iteration 61Q: 3 clusters Score -2.422703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187600 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -24227034.000000 Penalty: 6025.478516
	Iteration 62Q: 3 clusters Score -2.422703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187601 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 6025.478516
	Iteration 63Q: 3 clusters Score -2.422703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 6025.478516
	Iteration 64Q: 3 clusters Score -2.422703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -24227032.000000 Penalty: 6025.478516
	Iteration 65F: 3 clusters Score -2.422703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (262468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262468 members 
Entering Unmasked Estep 
Score: -33472892.000000 Penalty: 3094.515381
	Iteration 0F: 2 clusters Score -3.347289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130947 members 
Mstep: Class 2 contains 131521 members 
Entering Unmasked Estep 
Score: -33311318.000000 Penalty: 6189.030762
	Iteration 0F: 3 clusters Score -3.331132e+07 nChanged 126923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 139304 members 
Entering Unmasked Estep 
Score: -33387840.000000 Penalty: 6189.030762
	Iteration 1F: 3 clusters Score -3.338784e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 143779 members 
Entering Unmasked Estep 
Score: -33390544.000000 Penalty: 6189.030762
	Iteration 2Q: 3 clusters Score -3.339054e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 150276 members 
Entering Unmasked Estep 
Score: -33394752.000000 Penalty: 6189.030762
	Iteration 3Q: 3 clusters Score -3.339475e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 159227 members 
Entering Unmasked Estep 
Score: -33400912.000000 Penalty: 6189.030762
	Iteration 4Q: 3 clusters Score -3.340091e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -33409618.000000 Penalty: 6189.030762
	Iteration 5F: 3 clusters Score -3.340962e+07 nChanged 16007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 185394 members 
Entering Unmasked Estep 
Score: -33421330.000000 Penalty: 6189.030762
	Iteration 6F: 3 clusters Score -3.342133e+07 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 202017 members 
Entering Unmasked Estep 
Score: -33434116.000000 Penalty: 6189.030762
	Iteration 7F: 3 clusters Score -3.343412e+07 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 217951 members 
Entering Unmasked Estep 
Score: -33445018.000000 Penalty: 6189.030762
	Iteration 8F: 3 clusters Score -3.344502e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 231339 members 
Entering Unmasked Estep 
Score: -33453202.000000 Penalty: 6189.030762
	Iteration 9F: 3 clusters Score -3.34532e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 241092 members 
Entering Unmasked Estep 
Score: -33458658.000000 Penalty: 6189.030762
	Iteration 10Q: 3 clusters Score -3.345866e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 247599 members 
Entering Unmasked Estep 
Score: -33462368.000000 Penalty: 6189.030762
	Iteration 11Q: 3 clusters Score -3.346237e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 251800 members 
Entering Unmasked Estep 
Score: -33464756.000000 Penalty: 6189.030762
	Iteration 12Q: 3 clusters Score -3.346476e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 254623 members 
Entering Unmasked Estep 
Score: -33466246.000000 Penalty: 6189.030762
	Iteration 13Q: 3 clusters Score -3.346625e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 256528 members 
Entering Unmasked Estep 
Score: -33467196.000000 Penalty: 6189.030762
	Iteration 14Q: 3 clusters Score -3.34672e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 257870 members 
Entering Unmasked Estep 
Score: -33467934.000000 Penalty: 6189.030762
	Iteration 15Q: 3 clusters Score -3.346793e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 258762 members 
Entering Unmasked Estep 
Score: -33468520.000000 Penalty: 6189.030762
	Iteration 16Q: 3 clusters Score -3.346852e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 259405 members 
Entering Unmasked Estep 
Score: -33468902.000000 Penalty: 6189.030762
	Iteration 17Q: 3 clusters Score -3.34689e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 259858 members 
Entering Unmasked Estep 
Score: -33469194.000000 Penalty: 6189.030762
	Iteration 18Q: 3 clusters Score -3.346919e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 260204 members 
Entering Unmasked Estep 
Score: -33469380.000000 Penalty: 6189.030762
	Iteration 19Q: 3 clusters Score -3.346938e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 260476 members 
Entering Unmasked Estep 
Score: -33469598.000000 Penalty: 6189.030762
	Iteration 20F: 3 clusters Score -3.34696e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 260671 members 
Entering Unmasked Estep 
Score: -33469732.000000 Penalty: 6189.030762
	Iteration 21Q: 3 clusters Score -3.346973e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 260817 members 
Entering Unmasked Estep 
Score: -33469800.000000 Penalty: 6189.030762
	Iteration 22Q: 3 clusters Score -3.34698e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 260913 members 
Entering Unmasked Estep 
Score: -33469856.000000 Penalty: 6189.030762
	Iteration 23Q: 3 clusters Score -3.346986e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 260991 members 
Entering Unmasked Estep 
Score: -33469924.000000 Penalty: 6189.030762
	Iteration 24Q: 3 clusters Score -3.346992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 261052 members 
Entering Unmasked Estep 
Score: -33469962.000000 Penalty: 6189.030762
	Iteration 25Q: 3 clusters Score -3.346996e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 261111 members 
Entering Unmasked Estep 
Score: -33470030.000000 Penalty: 6189.030762
	Iteration 26Q: 3 clusters Score -3.347003e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 261157 members 
Entering Unmasked Estep 
Score: -33470054.000000 Penalty: 6189.030762
	Iteration 27Q: 3 clusters Score -3.347005e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 261191 members 
Entering Unmasked Estep 
Score: -33470080.000000 Penalty: 6189.030762
	Iteration 28Q: 3 clusters Score -3.347008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 261216 members 
Entering Unmasked Estep 
Score: -33470118.000000 Penalty: 6189.030762
	Iteration 29Q: 3 clusters Score -3.347012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 261244 members 
Entering Unmasked Estep 
Score: -33470128.000000 Penalty: 6189.030762
	Iteration 30Q: 3 clusters Score -3.347013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 261268 members 
Entering Unmasked Estep 
Score: -33470142.000000 Penalty: 6189.030762
	Iteration 31Q: 3 clusters Score -3.347014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 261285 members 
Entering Unmasked Estep 
Score: -33470124.000000 Penalty: 6189.030762
	Iteration 32Q: 3 clusters Score -3.347012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 261301 members 
Entering Unmasked Estep 
Score: -33470116.000000 Penalty: 6189.030762
	Iteration 33Q: 3 clusters Score -3.347012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 261316 members 
Entering Unmasked Estep 
Score: -33470130.000000 Penalty: 6189.030762
	Iteration 34Q: 3 clusters Score -3.347013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 261332 members 
Entering Unmasked Estep 
Score: -33470154.000000 Penalty: 6189.030762
	Iteration 35Q: 3 clusters Score -3.347015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 261343 members 
Entering Unmasked Estep 
Score: -33470142.000000 Penalty: 6189.030762
	Iteration 36Q: 3 clusters Score -3.347014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 261349 members 
Entering Unmasked Estep 
Score: -33470158.000000 Penalty: 6189.030762
	Iteration 37Q: 3 clusters Score -3.347016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 261354 members 
Entering Unmasked Estep 
Score: -33470196.000000 Penalty: 6189.030762
	Iteration 38Q: 3 clusters Score -3.34702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 261360 members 
Entering Unmasked Estep 
Score: -33470196.000000 Penalty: 6189.030762
	Iteration 39Q: 3 clusters Score -3.34702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 261366 members 
Entering Unmasked Estep 
Score: -33470196.000000 Penalty: 6189.030762
	Iteration 40F: 3 clusters Score -3.34702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 261371 members 
Entering Unmasked Estep 
Score: -33470200.000000 Penalty: 6189.030762
	Iteration 41Q: 3 clusters Score -3.34702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 261377 members 
Entering Unmasked Estep 
Score: -33470190.000000 Penalty: 6189.030762
	Iteration 42Q: 3 clusters Score -3.347019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 261381 members 
Entering Unmasked Estep 
Score: -33470198.000000 Penalty: 6189.030762
	Iteration 43Q: 3 clusters Score -3.34702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 261384 members 
Entering Unmasked Estep 
Score: -33470196.000000 Penalty: 6189.030762
	Iteration 44Q: 3 clusters Score -3.34702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 261390 members 
Entering Unmasked Estep 
Score: -33470174.000000 Penalty: 6189.030762
	Iteration 45Q: 3 clusters Score -3.347017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 261392 members 
Entering Unmasked Estep 
Score: -33470180.000000 Penalty: 6189.030762
	Iteration 46Q: 3 clusters Score -3.347018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 261392 members 
Entering Unmasked Estep 
Score: -33470170.000000 Penalty: 6189.030762
	Iteration 47Q: 3 clusters Score -3.347017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 261392 members 
Entering Unmasked Estep 
Score: -33470170.000000 Penalty: 6189.030762
	Iteration 48F: 3 clusters Score -3.347017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (193343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193343 members 
Entering Unmasked Estep 
Score: -24727296.000000 Penalty: 3018.710938
	Iteration 0F: 2 clusters Score -2.47273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -24603280.000000 Penalty: 6037.421875
	Iteration 0F: 3 clusters Score -2.460328e+07 nChanged 92815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 95350 members 
Entering Unmasked Estep 
Score: -24658626.000000 Penalty: 6037.421875
	Iteration 1F: 3 clusters Score -2.465863e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -24660060.000000 Penalty: 6037.421875
	Iteration 2Q: 3 clusters Score -2.466006e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -24662012.000000 Penalty: 6037.421875
	Iteration 3Q: 3 clusters Score -2.466201e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -24665032.000000 Penalty: 6037.421875
	Iteration 4Q: 3 clusters Score -2.466503e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -24669706.000000 Penalty: 6037.421875
	Iteration 5Q: 3 clusters Score -2.466971e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104805 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -24676374.000000 Penalty: 6037.421875
	Iteration 6F: 3 clusters Score -2.467637e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 85704 members 
Entering Unmasked Estep 
Score: -24685552.000000 Penalty: 6037.421875
	Iteration 7F: 3 clusters Score -2.468555e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -24694772.000000 Penalty: 6037.421875
	Iteration 8F: 3 clusters Score -2.469477e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -24700718.000000 Penalty: 6037.421875
	Iteration 9F: 3 clusters Score -2.470072e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115177 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -24703020.000000 Penalty: 6037.421875
	Iteration 10Q: 3 clusters Score -2.470302e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -24703978.000000 Penalty: 6037.421875
	Iteration 11Q: 3 clusters Score -2.470398e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -24704746.000000 Penalty: 6037.421875
	Iteration 12Q: 3 clusters Score -2.470475e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121955 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -24705538.000000 Penalty: 6037.421875
	Iteration 13Q: 3 clusters Score -2.470554e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -24706272.000000 Penalty: 6037.421875
	Iteration 14Q: 3 clusters Score -2.470627e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127323 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -24707128.000000 Penalty: 6037.421875
	Iteration 15Q: 3 clusters Score -2.470713e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130175 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -24708178.000000 Penalty: 6037.421875
	Iteration 16Q: 3 clusters Score -2.470818e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133187 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -24709208.000000 Penalty: 6037.421875
	Iteration 17Q: 3 clusters Score -2.470921e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -24710338.000000 Penalty: 6037.421875
	Iteration 18Q: 3 clusters Score -2.471034e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -24711514.000000 Penalty: 6037.421875
	Iteration 19Q: 3 clusters Score -2.471151e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -24712890.000000 Penalty: 6037.421875
	Iteration 20F: 3 clusters Score -2.471289e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -24714286.000000 Penalty: 6037.421875
	Iteration 21Q: 3 clusters Score -2.471429e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -24716026.000000 Penalty: 6037.421875
	Iteration 22Q: 3 clusters Score -2.471603e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -24717532.000000 Penalty: 6037.421875
	Iteration 23Q: 3 clusters Score -2.471753e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155920 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -24718896.000000 Penalty: 6037.421875
	Iteration 24Q: 3 clusters Score -2.47189e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158951 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -24720142.000000 Penalty: 6037.421875
	Iteration 25Q: 3 clusters Score -2.472014e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161765 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -24721260.000000 Penalty: 6037.421875
	Iteration 26Q: 3 clusters Score -2.472126e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -24722162.000000 Penalty: 6037.421875
	Iteration 27Q: 3 clusters Score -2.472216e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -24723140.000000 Penalty: 6037.421875
	Iteration 28Q: 3 clusters Score -2.472314e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169306 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -24723980.000000 Penalty: 6037.421875
	Iteration 29Q: 3 clusters Score -2.472398e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171509 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -24724622.000000 Penalty: 6037.421875
	Iteration 30Q: 3 clusters Score -2.472462e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173516 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -24725180.000000 Penalty: 6037.421875
	Iteration 31Q: 3 clusters Score -2.472518e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175428 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -24725760.000000 Penalty: 6037.421875
	Iteration 32Q: 3 clusters Score -2.472576e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177194 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -24726250.000000 Penalty: 6037.421875
	Iteration 33Q: 3 clusters Score -2.472625e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -24726464.000000 Penalty: 6037.421875
	Iteration 34Q: 3 clusters Score -2.472646e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180051 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -24726672.000000 Penalty: 6037.421875
	Iteration 35Q: 3 clusters Score -2.472667e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181231 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -24726796.000000 Penalty: 6037.421875
	Iteration 36Q: 3 clusters Score -2.47268e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -24727040.000000 Penalty: 6037.421875
	Iteration 37Q: 3 clusters Score -2.472704e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -24727040.000000 Penalty: 6037.421875
	Iteration 38Q: 3 clusters Score -2.472704e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183918 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -24727120.000000 Penalty: 6037.421875
	Iteration 39Q: 3 clusters Score -2.472712e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184583 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -24727132.000000 Penalty: 6037.421875
	Iteration 40F: 3 clusters Score -2.472713e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -24727026.000000 Penalty: 6037.421875
	Iteration 41Q: 3 clusters Score -2.472703e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -24726992.000000 Penalty: 6037.421875
	Iteration 42Q: 3 clusters Score -2.472699e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186120 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -24726958.000000 Penalty: 6037.421875
	Iteration 43Q: 3 clusters Score -2.472696e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186482 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -24726968.000000 Penalty: 6037.421875
	Iteration 44Q: 3 clusters Score -2.472697e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186797 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -24726992.000000 Penalty: 6037.421875
	Iteration 45Q: 3 clusters Score -2.472699e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187074 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -24727002.000000 Penalty: 6037.421875
	Iteration 46Q: 3 clusters Score -2.4727e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187325 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -24726956.000000 Penalty: 6037.421875
	Iteration 47Q: 3 clusters Score -2.472696e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -24726976.000000 Penalty: 6037.421875
	Iteration 48Q: 3 clusters Score -2.472698e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -24726968.000000 Penalty: 6037.421875
	Iteration 49Q: 3 clusters Score -2.472697e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -24726904.000000 Penalty: 6037.421875
	Iteration 50Q: 3 clusters Score -2.47269e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -24726862.000000 Penalty: 6037.421875
	Iteration 51Q: 3 clusters Score -2.472686e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -24726902.000000 Penalty: 6037.421875
	Iteration 52Q: 3 clusters Score -2.47269e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188310 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -24726864.000000 Penalty: 6037.421875
	Iteration 53Q: 3 clusters Score -2.472686e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188425 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -24726878.000000 Penalty: 6037.421875
	Iteration 54Q: 3 clusters Score -2.472688e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188525 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -24726818.000000 Penalty: 6037.421875
	Iteration 55Q: 3 clusters Score -2.472682e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188615 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -24726820.000000 Penalty: 6037.421875
	Iteration 56Q: 3 clusters Score -2.472682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188718 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -24726824.000000 Penalty: 6037.421875
	Iteration 57Q: 3 clusters Score -2.472682e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188804 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -24726868.000000 Penalty: 6037.421875
	Iteration 58Q: 3 clusters Score -2.472687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188890 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -24726862.000000 Penalty: 6037.421875
	Iteration 59Q: 3 clusters Score -2.472686e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188955 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -24726826.000000 Penalty: 6037.421875
	Iteration 60F: 3 clusters Score -2.472683e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -24726804.000000 Penalty: 6037.421875
	Iteration 61Q: 3 clusters Score -2.47268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189044 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -24726786.000000 Penalty: 6037.421875
	Iteration 62Q: 3 clusters Score -2.472679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189083 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -24726750.000000 Penalty: 6037.421875
	Iteration 63Q: 3 clusters Score -2.472675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -24726750.000000 Penalty: 6037.421875
	Iteration 64Q: 3 clusters Score -2.472675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -24726748.000000 Penalty: 6037.421875
	Iteration 65Q: 3 clusters Score -2.472675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189152 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -24726742.000000 Penalty: 6037.421875
	Iteration 66Q: 3 clusters Score -2.472674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -24726736.000000 Penalty: 6037.421875
	Iteration 67Q: 3 clusters Score -2.472674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189186 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -24726756.000000 Penalty: 6037.421875
	Iteration 68Q: 3 clusters Score -2.472676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189192 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -24726758.000000 Penalty: 6037.421875
	Iteration 69Q: 3 clusters Score -2.472676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -24726752.000000 Penalty: 6037.421875
	Iteration 70Q: 3 clusters Score -2.472675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189208 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -24726748.000000 Penalty: 6037.421875
	Iteration 71Q: 3 clusters Score -2.472675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -24726734.000000 Penalty: 6037.421875
	Iteration 72Q: 3 clusters Score -2.472673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -24726746.000000 Penalty: 6037.421875
	Iteration 73Q: 3 clusters Score -2.472675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189224 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -24726754.000000 Penalty: 6037.421875
	Iteration 74Q: 3 clusters Score -2.472675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189228 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -24726756.000000 Penalty: 6037.421875
	Iteration 75Q: 3 clusters Score -2.472676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -24726766.000000 Penalty: 6037.421875
	Iteration 76Q: 3 clusters Score -2.472677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -24726760.000000 Penalty: 6037.421875
	Iteration 77Q: 3 clusters Score -2.472676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -24726760.000000 Penalty: 6037.421875
	Iteration 78F: 3 clusters Score -2.472676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -240173.015625 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -240173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -237528.312500 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -237528.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -238054.296875 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -238054.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -238218.375000 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -238218.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238311.062500 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -238311.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238367.078125 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -238367.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -238398.890625 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -238398.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -238420.031250 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -238420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -238435.203125 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -238435.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -238447.640625 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -238447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -238456.531250 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -238456.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -238465.375000 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -238465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -238470.062500 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -238470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -238473.265625 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -238473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -238475.609375 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -238475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -238479.187500 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -238479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -238479.859375 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -238479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -238481.390625 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -238481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -238483.343750 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -238483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -238484.109375 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -238484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -238485.203125 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -238485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -238485.937500 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -238485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -238486.375000 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -238486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -238488.250000 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -238488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238488.453125 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -238488.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238488.453125 Penalty: 3774.491699
	Iteration 24F: 3 clusters Score -238488.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (202982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202982 members 
Entering Unmasked Estep 
Score: -25970104.000000 Penalty: 3030.776367
	Iteration 0F: 2 clusters Score -2.59701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -25845100.000000 Penalty: 6061.552734
	Iteration 0F: 3 clusters Score -2.58451e+07 nChanged 97543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 102911 members 
Entering Unmasked Estep 
Score: -25903738.000000 Penalty: 6061.552734
	Iteration 1F: 3 clusters Score -2.590374e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -25905612.000000 Penalty: 6061.552734
	Iteration 2Q: 3 clusters Score -2.590561e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -25908048.000000 Penalty: 6061.552734
	Iteration 3Q: 3 clusters Score -2.590805e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -25911390.000000 Penalty: 6061.552734
	Iteration 4Q: 3 clusters Score -2.591139e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 114035 members 
Entering Unmasked Estep 
Score: -25916702.000000 Penalty: 6061.552734
	Iteration 5Q: 3 clusters Score -2.59167e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 119240 members 
Entering Unmasked Estep 
Score: -25923754.000000 Penalty: 6061.552734
	Iteration 6F: 3 clusters Score -2.592375e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -25932388.000000 Penalty: 6061.552734
	Iteration 7F: 3 clusters Score -2.593239e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -25941656.000000 Penalty: 6061.552734
	Iteration 8F: 3 clusters Score -2.594166e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -25949352.000000 Penalty: 6061.552734
	Iteration 9F: 3 clusters Score -2.594935e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -25954372.000000 Penalty: 6061.552734
	Iteration 10Q: 3 clusters Score -2.595437e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 137559 members 
Entering Unmasked Estep 
Score: -25956726.000000 Penalty: 6061.552734
	Iteration 11Q: 3 clusters Score -2.595673e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -25958184.000000 Penalty: 6061.552734
	Iteration 12Q: 3 clusters Score -2.595818e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -25959854.000000 Penalty: 6061.552734
	Iteration 13Q: 3 clusters Score -2.595985e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 144937 members 
Entering Unmasked Estep 
Score: -25961562.000000 Penalty: 6061.552734
	Iteration 14Q: 3 clusters Score -2.596156e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 147609 members 
Entering Unmasked Estep 
Score: -25963354.000000 Penalty: 6061.552734
	Iteration 15Q: 3 clusters Score -2.596335e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 150336 members 
Entering Unmasked Estep 
Score: -25965544.000000 Penalty: 6061.552734
	Iteration 16Q: 3 clusters Score -2.596554e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -25967766.000000 Penalty: 6061.552734
	Iteration 17Q: 3 clusters Score -2.596777e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 155619 members 
Entering Unmasked Estep 
Score: -25969818.000000 Penalty: 6061.552734
	Iteration 18Q: 3 clusters Score -2.596982e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -25971220.000000 Penalty: 6061.552734
	Iteration 19Q: 3 clusters Score -2.597122e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -25972260.000000 Penalty: 6061.552734
	Iteration 20F: 3 clusters Score -2.597226e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 161048 members 
Entering Unmasked Estep 
Score: -25972974.000000 Penalty: 6061.552734
	Iteration 21Q: 3 clusters Score -2.597297e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 162418 members 
Entering Unmasked Estep 
Score: -25973244.000000 Penalty: 6061.552734
	Iteration 22Q: 3 clusters Score -2.597324e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 163593 members 
Entering Unmasked Estep 
Score: -25973542.000000 Penalty: 6061.552734
	Iteration 23Q: 3 clusters Score -2.597354e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -25973690.000000 Penalty: 6061.552734
	Iteration 24Q: 3 clusters Score -2.597369e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 165540 members 
Entering Unmasked Estep 
Score: -25973746.000000 Penalty: 6061.552734
	Iteration 25Q: 3 clusters Score -2.597375e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 166354 members 
Entering Unmasked Estep 
Score: -25973662.000000 Penalty: 6061.552734
	Iteration 26Q: 3 clusters Score -2.597366e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 167072 members 
Entering Unmasked Estep 
Score: -25973744.000000 Penalty: 6061.552734
	Iteration 27Q: 3 clusters Score -2.597374e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -25973770.000000 Penalty: 6061.552734
	Iteration 28Q: 3 clusters Score -2.597377e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -25973854.000000 Penalty: 6061.552734
	Iteration 29Q: 3 clusters Score -2.597385e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -25973928.000000 Penalty: 6061.552734
	Iteration 30Q: 3 clusters Score -2.597393e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -25973972.000000 Penalty: 6061.552734
	Iteration 31Q: 3 clusters Score -2.597397e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 169954 members 
Entering Unmasked Estep 
Score: -25974042.000000 Penalty: 6061.552734
	Iteration 32Q: 3 clusters Score -2.597404e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 170389 members 
Entering Unmasked Estep 
Score: -25974056.000000 Penalty: 6061.552734
	Iteration 33Q: 3 clusters Score -2.597406e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 170833 members 
Entering Unmasked Estep 
Score: -25974100.000000 Penalty: 6061.552734
	Iteration 34Q: 3 clusters Score -2.59741e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -25974052.000000 Penalty: 6061.552734
	Iteration 35Q: 3 clusters Score -2.597405e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -25974050.000000 Penalty: 6061.552734
	Iteration 36Q: 3 clusters Score -2.597405e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -25974002.000000 Penalty: 6061.552734
	Iteration 37Q: 3 clusters Score -2.5974e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 172407 members 
Entering Unmasked Estep 
Score: -25974026.000000 Penalty: 6061.552734
	Iteration 38Q: 3 clusters Score -2.597403e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 172798 members 
Entering Unmasked Estep 
Score: -25973990.000000 Penalty: 6061.552734
	Iteration 39Q: 3 clusters Score -2.597399e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 173171 members 
Entering Unmasked Estep 
Score: -25973928.000000 Penalty: 6061.552734
	Iteration 40F: 3 clusters Score -2.597393e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 173511 members 
Entering Unmasked Estep 
Score: -25973988.000000 Penalty: 6061.552734
	Iteration 41Q: 3 clusters Score -2.597399e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -25973938.000000 Penalty: 6061.552734
	Iteration 42Q: 3 clusters Score -2.597394e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 174180 members 
Entering Unmasked Estep 
Score: -25973944.000000 Penalty: 6061.552734
	Iteration 43Q: 3 clusters Score -2.597394e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -25973956.000000 Penalty: 6061.552734
	Iteration 44Q: 3 clusters Score -2.597396e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -25973880.000000 Penalty: 6061.552734
	Iteration 45Q: 3 clusters Score -2.597388e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -25973860.000000 Penalty: 6061.552734
	Iteration 46Q: 3 clusters Score -2.597386e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 175401 members 
Entering Unmasked Estep 
Score: -25973812.000000 Penalty: 6061.552734
	Iteration 47Q: 3 clusters Score -2.597381e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 175662 members 
Entering Unmasked Estep 
Score: -25973788.000000 Penalty: 6061.552734
	Iteration 48Q: 3 clusters Score -2.597379e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 175898 members 
Entering Unmasked Estep 
Score: -25973804.000000 Penalty: 6061.552734
	Iteration 49Q: 3 clusters Score -2.59738e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -25973762.000000 Penalty: 6061.552734
	Iteration 50Q: 3 clusters Score -2.597376e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 176366 members 
Entering Unmasked Estep 
Score: -25973746.000000 Penalty: 6061.552734
	Iteration 51Q: 3 clusters Score -2.597375e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 176587 members 
Entering Unmasked Estep 
Score: -25973700.000000 Penalty: 6061.552734
	Iteration 52Q: 3 clusters Score -2.59737e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -25973680.000000 Penalty: 6061.552734
	Iteration 53Q: 3 clusters Score -2.597368e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 176995 members 
Entering Unmasked Estep 
Score: -25973642.000000 Penalty: 6061.552734
	Iteration 54Q: 3 clusters Score -2.597364e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 177198 members 
Entering Unmasked Estep 
Score: -25973628.000000 Penalty: 6061.552734
	Iteration 55Q: 3 clusters Score -2.597363e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -25973600.000000 Penalty: 6061.552734
	Iteration 56Q: 3 clusters Score -2.59736e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 177568 members 
Entering Unmasked Estep 
Score: -25973594.000000 Penalty: 6061.552734
	Iteration 57Q: 3 clusters Score -2.597359e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -25973560.000000 Penalty: 6061.552734
	Iteration 58Q: 3 clusters Score -2.597356e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 177931 members 
Entering Unmasked Estep 
Score: -25973500.000000 Penalty: 6061.552734
	Iteration 59Q: 3 clusters Score -2.59735e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 178088 members 
Entering Unmasked Estep 
Score: -25973508.000000 Penalty: 6061.552734
	Iteration 60F: 3 clusters Score -2.597351e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 178259 members 
Entering Unmasked Estep 
Score: -25973458.000000 Penalty: 6061.552734
	Iteration 61Q: 3 clusters Score -2.597346e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 178431 members 
Entering Unmasked Estep 
Score: -25973456.000000 Penalty: 6061.552734
	Iteration 62Q: 3 clusters Score -2.597346e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 178586 members 
Entering Unmasked Estep 
Score: -25973430.000000 Penalty: 6061.552734
	Iteration 63Q: 3 clusters Score -2.597343e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 178743 members 
Entering Unmasked Estep 
Score: -25973402.000000 Penalty: 6061.552734
	Iteration 64Q: 3 clusters Score -2.59734e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -25973394.000000 Penalty: 6061.552734
	Iteration 65Q: 3 clusters Score -2.597339e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -25973402.000000 Penalty: 6061.552734
	Iteration 66Q: 3 clusters Score -2.59734e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 179111 members 
Entering Unmasked Estep 
Score: -25973438.000000 Penalty: 6061.552734
	Iteration 67Q: 3 clusters Score -2.597344e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 179215 members 
Entering Unmasked Estep 
Score: -25973428.000000 Penalty: 6061.552734
	Iteration 68Q: 3 clusters Score -2.597343e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 179312 members 
Entering Unmasked Estep 
Score: -25973398.000000 Penalty: 6061.552734
	Iteration 69Q: 3 clusters Score -2.59734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 179386 members 
Entering Unmasked Estep 
Score: -25973418.000000 Penalty: 6061.552734
	Iteration 70Q: 3 clusters Score -2.597342e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 179458 members 
Entering Unmasked Estep 
Score: -25973416.000000 Penalty: 6061.552734
	Iteration 71Q: 3 clusters Score -2.597342e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 179524 members 
Entering Unmasked Estep 
Score: -25973432.000000 Penalty: 6061.552734
	Iteration 72Q: 3 clusters Score -2.597343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 179584 members 
Entering Unmasked Estep 
Score: -25973442.000000 Penalty: 6061.552734
	Iteration 73Q: 3 clusters Score -2.597344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -25973438.000000 Penalty: 6061.552734
	Iteration 74Q: 3 clusters Score -2.597344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 179684 members 
Entering Unmasked Estep 
Score: -25973396.000000 Penalty: 6061.552734
	Iteration 75Q: 3 clusters Score -2.59734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 179732 members 
Entering Unmasked Estep 
Score: -25973392.000000 Penalty: 6061.552734
	Iteration 76Q: 3 clusters Score -2.597339e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 179785 members 
Entering Unmasked Estep 
Score: -25973388.000000 Penalty: 6061.552734
	Iteration 77Q: 3 clusters Score -2.597339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -25973394.000000 Penalty: 6061.552734
	Iteration 78Q: 3 clusters Score -2.597339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 179896 members 
Entering Unmasked Estep 
Score: -25973368.000000 Penalty: 6061.552734
	Iteration 79Q: 3 clusters Score -2.597337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -25973336.000000 Penalty: 6061.552734
	Iteration 80F: 3 clusters Score -2.597334e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 180000 members 
Entering Unmasked Estep 
Score: -25973328.000000 Penalty: 6061.552734
	Iteration 81Q: 3 clusters Score -2.597333e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 180063 members 
Entering Unmasked Estep 
Score: -25973340.000000 Penalty: 6061.552734
	Iteration 82Q: 3 clusters Score -2.597334e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 180123 members 
Entering Unmasked Estep 
Score: -25973316.000000 Penalty: 6061.552734
	Iteration 83Q: 3 clusters Score -2.597332e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 180175 members 
Entering Unmasked Estep 
Score: -25973346.000000 Penalty: 6061.552734
	Iteration 84Q: 3 clusters Score -2.597335e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 180231 members 
Entering Unmasked Estep 
Score: -25973344.000000 Penalty: 6061.552734
	Iteration 85Q: 3 clusters Score -2.597334e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 180277 members 
Entering Unmasked Estep 
Score: -25973314.000000 Penalty: 6061.552734
	Iteration 86Q: 3 clusters Score -2.597331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 180327 members 
Entering Unmasked Estep 
Score: -25973314.000000 Penalty: 6061.552734
	Iteration 87Q: 3 clusters Score -2.597331e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -25973300.000000 Penalty: 6061.552734
	Iteration 88Q: 3 clusters Score -2.59733e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -25973310.000000 Penalty: 6061.552734
	Iteration 89Q: 3 clusters Score -2.597331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
Score: -25973270.000000 Penalty: 6061.552734
	Iteration 90Q: 3 clusters Score -2.597327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -25973280.000000 Penalty: 6061.552734
	Iteration 91Q: 3 clusters Score -2.597328e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 180559 members 
Entering Unmasked Estep 
Score: -25973276.000000 Penalty: 6061.552734
	Iteration 92Q: 3 clusters Score -2.597328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 180593 members 
Entering Unmasked Estep 
Score: -25973278.000000 Penalty: 6061.552734
	Iteration 93Q: 3 clusters Score -2.597328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 180638 members 
Entering Unmasked Estep 
Score: -25973246.000000 Penalty: 6061.552734
	Iteration 94Q: 3 clusters Score -2.597325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 180673 members 
Entering Unmasked Estep 
Score: -25973248.000000 Penalty: 6061.552734
	Iteration 95Q: 3 clusters Score -2.597325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 180697 members 
Entering Unmasked Estep 
Score: -25973228.000000 Penalty: 6061.552734
	Iteration 96Q: 3 clusters Score -2.597323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 180724 members 
Entering Unmasked Estep 
Score: -25973218.000000 Penalty: 6061.552734
	Iteration 97Q: 3 clusters Score -2.597322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -25973202.000000 Penalty: 6061.552734
	Iteration 98Q: 3 clusters Score -2.59732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 180780 members 
Entering Unmasked Estep 
Score: -25973202.000000 Penalty: 6061.552734
	Iteration 99Q: 3 clusters Score -2.59732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 180802 members 
Entering Unmasked Estep 
Score: -25973172.000000 Penalty: 6061.552734
	Iteration 100F: 3 clusters Score -2.597317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -25973172.000000 Penalty: 6061.552734
	Iteration 101Q: 3 clusters Score -2.597317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 180836 members 
Entering Unmasked Estep 
Score: -25973162.000000 Penalty: 6061.552734
	Iteration 102Q: 3 clusters Score -2.597316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 180866 members 
Entering Unmasked Estep 
Score: -25973168.000000 Penalty: 6061.552734
	Iteration 103Q: 3 clusters Score -2.597317e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 180899 members 
Entering Unmasked Estep 
Score: -25973114.000000 Penalty: 6061.552734
	Iteration 104Q: 3 clusters Score -2.597311e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 180937 members 
Entering Unmasked Estep 
Score: -25973112.000000 Penalty: 6061.552734
	Iteration 105Q: 3 clusters Score -2.597311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -25973132.000000 Penalty: 6061.552734
	Iteration 106Q: 3 clusters Score -2.597313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 181015 members 
Entering Unmasked Estep 
Score: -25973126.000000 Penalty: 6061.552734
	Iteration 107Q: 3 clusters Score -2.597313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -25973116.000000 Penalty: 6061.552734
	Iteration 108Q: 3 clusters Score -2.597312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 181085 members 
Entering Unmasked Estep 
Score: -25973090.000000 Penalty: 6061.552734
	Iteration 109Q: 3 clusters Score -2.597309e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 181116 members 
Entering Unmasked Estep 
Score: -25973066.000000 Penalty: 6061.552734
	Iteration 110Q: 3 clusters Score -2.597307e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 181159 members 
Entering Unmasked Estep 
Score: -25973062.000000 Penalty: 6061.552734
	Iteration 111Q: 3 clusters Score -2.597306e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 181212 members 
Entering Unmasked Estep 
Score: -25973050.000000 Penalty: 6061.552734
	Iteration 112Q: 3 clusters Score -2.597305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 181252 members 
Entering Unmasked Estep 
Score: -25973046.000000 Penalty: 6061.552734
	Iteration 113Q: 3 clusters Score -2.597305e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 181288 members 
Entering Unmasked Estep 
Score: -25973048.000000 Penalty: 6061.552734
	Iteration 114Q: 3 clusters Score -2.597305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 181324 members 
Entering Unmasked Estep 
Score: -25973076.000000 Penalty: 6061.552734
	Iteration 115Q: 3 clusters Score -2.597308e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -25973012.000000 Penalty: 6061.552734
	Iteration 116Q: 3 clusters Score -2.597301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 181396 members 
Entering Unmasked Estep 
Score: -25973032.000000 Penalty: 6061.552734
	Iteration 117Q: 3 clusters Score -2.597303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 181421 members 
Entering Unmasked Estep 
Score: -25973008.000000 Penalty: 6061.552734
	Iteration 118Q: 3 clusters Score -2.597301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 181446 members 
Entering Unmasked Estep 
Score: -25972994.000000 Penalty: 6061.552734
	Iteration 119Q: 3 clusters Score -2.597299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 181474 members 
Entering Unmasked Estep 
Score: -25973008.000000 Penalty: 6061.552734
	Iteration 120F: 3 clusters Score -2.597301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 181500 members 
Entering Unmasked Estep 
Score: -25972998.000000 Penalty: 6061.552734
	Iteration 121Q: 3 clusters Score -2.5973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 181526 members 
Entering Unmasked Estep 
Score: -25972996.000000 Penalty: 6061.552734
	Iteration 122Q: 3 clusters Score -2.5973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -25972998.000000 Penalty: 6061.552734
	Iteration 123Q: 3 clusters Score -2.5973e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 181564 members 
Entering Unmasked Estep 
Score: -25973008.000000 Penalty: 6061.552734
	Iteration 124Q: 3 clusters Score -2.597301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 181577 members 
Entering Unmasked Estep 
Score: -25972994.000000 Penalty: 6061.552734
	Iteration 125Q: 3 clusters Score -2.597299e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 181598 members 
Entering Unmasked Estep 
Score: -25972972.000000 Penalty: 6061.552734
	Iteration 126Q: 3 clusters Score -2.597297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -25972954.000000 Penalty: 6061.552734
	Iteration 127Q: 3 clusters Score -2.597295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 181641 members 
Entering Unmasked Estep 
Score: -25972960.000000 Penalty: 6061.552734
	Iteration 128Q: 3 clusters Score -2.597296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 181663 members 
Entering Unmasked Estep 
Score: -25972948.000000 Penalty: 6061.552734
	Iteration 129Q: 3 clusters Score -2.597295e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 181689 members 
Entering Unmasked Estep 
Score: -25972936.000000 Penalty: 6061.552734
	Iteration 130Q: 3 clusters Score -2.597294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 181704 members 
Entering Unmasked Estep 
Score: -25972944.000000 Penalty: 6061.552734
	Iteration 131Q: 3 clusters Score -2.597294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 181719 members 
Entering Unmasked Estep 
Score: -25972920.000000 Penalty: 6061.552734
	Iteration 132Q: 3 clusters Score -2.597292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 181734 members 
Entering Unmasked Estep 
Score: -25972900.000000 Penalty: 6061.552734
	Iteration 133Q: 3 clusters Score -2.59729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 181746 members 
Entering Unmasked Estep 
Score: -25972910.000000 Penalty: 6061.552734
	Iteration 134Q: 3 clusters Score -2.597291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 181761 members 
Entering Unmasked Estep 
Score: -25972884.000000 Penalty: 6061.552734
	Iteration 135Q: 3 clusters Score -2.597288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -25972884.000000 Penalty: 6061.552734
	Iteration 136Q: 3 clusters Score -2.597288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 181801 members 
Entering Unmasked Estep 
Score: -25972836.000000 Penalty: 6061.552734
	Iteration 137Q: 3 clusters Score -2.597284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 181816 members 
Entering Unmasked Estep 
Score: -25972860.000000 Penalty: 6061.552734
	Iteration 138Q: 3 clusters Score -2.597286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -25972854.000000 Penalty: 6061.552734
	Iteration 139Q: 3 clusters Score -2.597285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 181855 members 
Entering Unmasked Estep 
Score: -25972834.000000 Penalty: 6061.552734
	Iteration 140F: 3 clusters Score -2.597283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 181877 members 
Entering Unmasked Estep 
Score: -25972824.000000 Penalty: 6061.552734
	Iteration 141Q: 3 clusters Score -2.597282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 181896 members 
Entering Unmasked Estep 
Score: -25972790.000000 Penalty: 6061.552734
	Iteration 142Q: 3 clusters Score -2.597279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 181912 members 
Entering Unmasked Estep 
Score: -25972792.000000 Penalty: 6061.552734
	Iteration 143Q: 3 clusters Score -2.597279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 181929 members 
Entering Unmasked Estep 
Score: -25972790.000000 Penalty: 6061.552734
	Iteration 144Q: 3 clusters Score -2.597279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 181947 members 
Entering Unmasked Estep 
Score: -25972786.000000 Penalty: 6061.552734
	Iteration 145Q: 3 clusters Score -2.597279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 181971 members 
Entering Unmasked Estep 
Score: -25972774.000000 Penalty: 6061.552734
	Iteration 146Q: 3 clusters Score -2.597277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 181994 members 
Entering Unmasked Estep 
Score: -25972770.000000 Penalty: 6061.552734
	Iteration 147Q: 3 clusters Score -2.597277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 182012 members 
Entering Unmasked Estep 
Score: -25972758.000000 Penalty: 6061.552734
	Iteration 148Q: 3 clusters Score -2.597276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 182025 members 
Entering Unmasked Estep 
Score: -25972764.000000 Penalty: 6061.552734
	Iteration 149Q: 3 clusters Score -2.597276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 182040 members 
Entering Unmasked Estep 
Score: -25972766.000000 Penalty: 6061.552734
	Iteration 150Q: 3 clusters Score -2.597277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 182054 members 
Entering Unmasked Estep 
Score: -25972748.000000 Penalty: 6061.552734
	Iteration 151Q: 3 clusters Score -2.597275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 182071 members 
Entering Unmasked Estep 
Score: -25972746.000000 Penalty: 6061.552734
	Iteration 152Q: 3 clusters Score -2.597275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 182085 members 
Entering Unmasked Estep 
Score: -25972738.000000 Penalty: 6061.552734
	Iteration 153Q: 3 clusters Score -2.597274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 182101 members 
Entering Unmasked Estep 
Score: -25972752.000000 Penalty: 6061.552734
	Iteration 154Q: 3 clusters Score -2.597275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 182126 members 
Entering Unmasked Estep 
Score: -25972736.000000 Penalty: 6061.552734
	Iteration 155Q: 3 clusters Score -2.597274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 182143 members 
Entering Unmasked Estep 
Score: -25972736.000000 Penalty: 6061.552734
	Iteration 156Q: 3 clusters Score -2.597274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 182161 members 
Entering Unmasked Estep 
Score: -25972724.000000 Penalty: 6061.552734
	Iteration 157Q: 3 clusters Score -2.597272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -25972720.000000 Penalty: 6061.552734
	Iteration 158Q: 3 clusters Score -2.597272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 182192 members 
Entering Unmasked Estep 
Score: -25972742.000000 Penalty: 6061.552734
	Iteration 159Q: 3 clusters Score -2.597274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 182204 members 
Entering Unmasked Estep 
Score: -25972732.000000 Penalty: 6061.552734
	Iteration 160F: 3 clusters Score -2.597273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 182216 members 
Entering Unmasked Estep 
Score: -25972720.000000 Penalty: 6061.552734
	Iteration 161Q: 3 clusters Score -2.597272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 182224 members 
Entering Unmasked Estep 
Score: -25972720.000000 Penalty: 6061.552734
	Iteration 162Q: 3 clusters Score -2.597272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 182231 members 
Entering Unmasked Estep 
Score: -25972728.000000 Penalty: 6061.552734
	Iteration 163Q: 3 clusters Score -2.597273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 182240 members 
Entering Unmasked Estep 
Score: -25972740.000000 Penalty: 6061.552734
	Iteration 164Q: 3 clusters Score -2.597274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 182254 members 
Entering Unmasked Estep 
Score: -25972724.000000 Penalty: 6061.552734
	Iteration 165Q: 3 clusters Score -2.597272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 182269 members 
Entering Unmasked Estep 
Score: -25972744.000000 Penalty: 6061.552734
	Iteration 166Q: 3 clusters Score -2.597274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 182281 members 
Entering Unmasked Estep 
Score: -25972728.000000 Penalty: 6061.552734
	Iteration 167Q: 3 clusters Score -2.597273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -25972722.000000 Penalty: 6061.552734
	Iteration 168Q: 3 clusters Score -2.597272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 182300 members 
Entering Unmasked Estep 
Score: -25972718.000000 Penalty: 6061.552734
	Iteration 169Q: 3 clusters Score -2.597272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 182304 members 
Entering Unmasked Estep 
Score: -25972724.000000 Penalty: 6061.552734
	Iteration 170Q: 3 clusters Score -2.597272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 182308 members 
Entering Unmasked Estep 
Score: -25972716.000000 Penalty: 6061.552734
	Iteration 171Q: 3 clusters Score -2.597272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 182311 members 
Entering Unmasked Estep 
Score: -25972722.000000 Penalty: 6061.552734
	Iteration 172Q: 3 clusters Score -2.597272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 182313 members 
Entering Unmasked Estep 
Score: -25972730.000000 Penalty: 6061.552734
	Iteration 173Q: 3 clusters Score -2.597273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 182313 members 
Entering Unmasked Estep 
Score: -25972730.000000 Penalty: 6061.552734
	Iteration 174F: 3 clusters Score -2.597273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 188743 members 
Mstep: Class 4 contains 262468 members 
Mstep: Class 6 contains 193343 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 9 contains 20669 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 20490 members 
Mstep: Class 12 contains 216767 members 
Mstep: Class 13 contains 55374 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
Score: -149633792.000000 Penalty: 48571.878906
Splitting cluster 9 changes total score from -149630688.000000 to -149633792.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (39911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Entering Unmasked Estep 
Score: -5138434.000000 Penalty: 2627.412842
	Iteration 0F: 2 clusters Score -5138434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5111174.000000 Penalty: 5254.825684
	Iteration 0F: 3 clusters Score -5111174 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5121220.500000 Penalty: 5254.825684
	Iteration 1F: 3 clusters Score -5121220 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -5121646.000000 Penalty: 5254.825684
	Iteration 2Q: 3 clusters Score -5121646 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5122119.500000 Penalty: 5254.825684
	Iteration 3Q: 3 clusters Score -5122120 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5122635.000000 Penalty: 5254.825684
	Iteration 4Q: 3 clusters Score -5122635 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5123278.500000 Penalty: 5254.825684
	Iteration 5Q: 3 clusters Score -5123278 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -5124205.000000 Penalty: 5254.825684
	Iteration 6Q: 3 clusters Score -5124205 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5125572.000000 Penalty: 5254.825684
	Iteration 7Q: 3 clusters Score -5125572 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5127334.000000 Penalty: 5254.825684
	Iteration 8F: 3 clusters Score -5127334 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5129330.500000 Penalty: 5254.825684
	Iteration 9F: 3 clusters Score -5129330 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5131053.500000 Penalty: 5254.825684
	Iteration 10F: 3 clusters Score -5131054 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5132213.500000 Penalty: 5254.825684
	Iteration 11F: 3 clusters Score -5132214 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -5132713.000000 Penalty: 5254.825684
	Iteration 12Q: 3 clusters Score -5132713 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5132950.500000 Penalty: 5254.825684
	Iteration 13Q: 3 clusters Score -5132950 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5133088.500000 Penalty: 5254.825684
	Iteration 14Q: 3 clusters Score -5133088 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -5133201.500000 Penalty: 5254.825684
	Iteration 15Q: 3 clusters Score -5133202 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5133294.500000 Penalty: 5254.825684
	Iteration 16Q: 3 clusters Score -5133294 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5133371.000000 Penalty: 5254.825684
	Iteration 17Q: 3 clusters Score -5133371 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -5133437.500000 Penalty: 5254.825684
	Iteration 18Q: 3 clusters Score -5133438 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5133538.000000 Penalty: 5254.825684
	Iteration 19Q: 3 clusters Score -5133538 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5133634.500000 Penalty: 5254.825684
	Iteration 20F: 3 clusters Score -5133634 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5133725.000000 Penalty: 5254.825684
	Iteration 21Q: 3 clusters Score -5133725 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5133831.500000 Penalty: 5254.825684
	Iteration 22Q: 3 clusters Score -5133832 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -5133922.500000 Penalty: 5254.825684
	Iteration 23Q: 3 clusters Score -5133922 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5134060.000000 Penalty: 5254.825684
	Iteration 24Q: 3 clusters Score -5134060 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5134199.500000 Penalty: 5254.825684
	Iteration 25Q: 3 clusters Score -5134200 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5134321.500000 Penalty: 5254.825684
	Iteration 26Q: 3 clusters Score -5134322 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5134470.500000 Penalty: 5254.825684
	Iteration 27Q: 3 clusters Score -5134470 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5134638.500000 Penalty: 5254.825684
	Iteration 28Q: 3 clusters Score -5134638 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5134754.500000 Penalty: 5254.825684
	Iteration 29Q: 3 clusters Score -5134754 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5134858.500000 Penalty: 5254.825684
	Iteration 30Q: 3 clusters Score -5134858 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5134953.500000 Penalty: 5254.825684
	Iteration 31Q: 3 clusters Score -5134954 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -5135024.500000 Penalty: 5254.825684
	Iteration 32Q: 3 clusters Score -5135024 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -5135126.500000 Penalty: 5254.825684
	Iteration 33Q: 3 clusters Score -5135126 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -5135210.500000 Penalty: 5254.825684
	Iteration 34Q: 3 clusters Score -5135210 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5135297.000000 Penalty: 5254.825684
	Iteration 35Q: 3 clusters Score -5135297 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5135318.500000 Penalty: 5254.825684
	Iteration 36Q: 3 clusters Score -5135318 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -5135374.500000 Penalty: 5254.825684
	Iteration 37Q: 3 clusters Score -5135374 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -5135418.500000 Penalty: 5254.825684
	Iteration 38Q: 3 clusters Score -5135418 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5135493.500000 Penalty: 5254.825684
	Iteration 39Q: 3 clusters Score -5135494 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -5135517.000000 Penalty: 5254.825684
	Iteration 40F: 3 clusters Score -5135517 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -5135593.500000 Penalty: 5254.825684
	Iteration 41Q: 3 clusters Score -5135594 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -5135642.500000 Penalty: 5254.825684
	Iteration 42Q: 3 clusters Score -5135642 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5135711.000000 Penalty: 5254.825684
	Iteration 43Q: 3 clusters Score -5135711 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5135793.000000 Penalty: 5254.825684
	Iteration 44Q: 3 clusters Score -5135793 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5135848.000000 Penalty: 5254.825684
	Iteration 45Q: 3 clusters Score -5135848 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5135904.500000 Penalty: 5254.825684
	Iteration 46Q: 3 clusters Score -5135904 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -5135959.500000 Penalty: 5254.825684
	Iteration 47Q: 3 clusters Score -5135960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5135990.500000 Penalty: 5254.825684
	Iteration 48Q: 3 clusters Score -5135990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -5136030.000000 Penalty: 5254.825684
	Iteration 49Q: 3 clusters Score -5136030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5136058.000000 Penalty: 5254.825684
	Iteration 50Q: 3 clusters Score -5136058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5136066.500000 Penalty: 5254.825684
	Iteration 51Q: 3 clusters Score -5136066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5136102.000000 Penalty: 5254.825684
	Iteration 52Q: 3 clusters Score -5136102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5136148.000000 Penalty: 5254.825684
	Iteration 53Q: 3 clusters Score -5136148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -5136190.500000 Penalty: 5254.825684
	Iteration 54Q: 3 clusters Score -5136190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -5136217.500000 Penalty: 5254.825684
	Iteration 55Q: 3 clusters Score -5136218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -5136249.500000 Penalty: 5254.825684
	Iteration 56Q: 3 clusters Score -5136250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5136275.000000 Penalty: 5254.825684
	Iteration 57Q: 3 clusters Score -5136275 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -5136300.500000 Penalty: 5254.825684
	Iteration 58Q: 3 clusters Score -5136300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5136307.500000 Penalty: 5254.825684
	Iteration 59Q: 3 clusters Score -5136308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5136325.000000 Penalty: 5254.825684
	Iteration 60F: 3 clusters Score -5136325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5136339.000000 Penalty: 5254.825684
	Iteration 61Q: 3 clusters Score -5136339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5136355.500000 Penalty: 5254.825684
	Iteration 62Q: 3 clusters Score -5136356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -5136369.500000 Penalty: 5254.825684
	Iteration 63Q: 3 clusters Score -5136370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5136382.500000 Penalty: 5254.825684
	Iteration 64Q: 3 clusters Score -5136382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5136391.500000 Penalty: 5254.825684
	Iteration 65Q: 3 clusters Score -5136392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -5136406.000000 Penalty: 5254.825684
	Iteration 66Q: 3 clusters Score -5136406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5136420.500000 Penalty: 5254.825684
	Iteration 67Q: 3 clusters Score -5136420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -5136440.500000 Penalty: 5254.825684
	Iteration 68Q: 3 clusters Score -5136440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -5136457.000000 Penalty: 5254.825684
	Iteration 69Q: 3 clusters Score -5136457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -5136469.500000 Penalty: 5254.825684
	Iteration 70Q: 3 clusters Score -5136470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -5136487.500000 Penalty: 5254.825684
	Iteration 71Q: 3 clusters Score -5136488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5136488.000000 Penalty: 5254.825684
	Iteration 72Q: 3 clusters Score -5136488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -5136497.000000 Penalty: 5254.825684
	Iteration 73Q: 3 clusters Score -5136497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5136491.500000 Penalty: 5254.825684
	Iteration 74Q: 3 clusters Score -5136492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5136502.500000 Penalty: 5254.825684
	Iteration 75Q: 3 clusters Score -5136502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5136507.500000 Penalty: 5254.825684
	Iteration 76Q: 3 clusters Score -5136508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5136516.000000 Penalty: 5254.825684
	Iteration 77Q: 3 clusters Score -5136516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5136513.500000 Penalty: 5254.825684
	Iteration 78Q: 3 clusters Score -5136514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5136517.500000 Penalty: 5254.825684
	Iteration 79Q: 3 clusters Score -5136518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5136530.500000 Penalty: 5254.825684
	Iteration 80F: 3 clusters Score -5136530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -5136544.500000 Penalty: 5254.825684
	Iteration 81Q: 3 clusters Score -5136544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5136541.500000 Penalty: 5254.825684
	Iteration 82Q: 3 clusters Score -5136542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5136547.500000 Penalty: 5254.825684
	Iteration 83Q: 3 clusters Score -5136548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5136547.500000 Penalty: 5254.825684
	Iteration 84Q: 3 clusters Score -5136548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -5136543.000000 Penalty: 5254.825684
	Iteration 85Q: 3 clusters Score -5136543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5136536.000000 Penalty: 5254.825684
	Iteration 86Q: 3 clusters Score -5136536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -5136559.500000 Penalty: 5254.825684
	Iteration 87Q: 3 clusters Score -5136560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -5136563.500000 Penalty: 5254.825684
	Iteration 88Q: 3 clusters Score -5136564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5136557.000000 Penalty: 5254.825684
	Iteration 89Q: 3 clusters Score -5136557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5136560.000000 Penalty: 5254.825684
	Iteration 90Q: 3 clusters Score -5136560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5136564.500000 Penalty: 5254.825684
	Iteration 91Q: 3 clusters Score -5136564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5136570.500000 Penalty: 5254.825684
	Iteration 92Q: 3 clusters Score -5136570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -5136575.000000 Penalty: 5254.825684
	Iteration 93Q: 3 clusters Score -5136575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -5136574.000000 Penalty: 5254.825684
	Iteration 94Q: 3 clusters Score -5136574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5136571.000000 Penalty: 5254.825684
	Iteration 95Q: 3 clusters Score -5136571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5136568.000000 Penalty: 5254.825684
	Iteration 96Q: 3 clusters Score -5136568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5136572.000000 Penalty: 5254.825684
	Iteration 97Q: 3 clusters Score -5136572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -5136577.500000 Penalty: 5254.825684
	Iteration 98Q: 3 clusters Score -5136578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -5136582.500000 Penalty: 5254.825684
	Iteration 99Q: 3 clusters Score -5136582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5136578.000000 Penalty: 5254.825684
	Iteration 100F: 3 clusters Score -5136578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5136588.000000 Penalty: 5254.825684
	Iteration 101Q: 3 clusters Score -5136588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5136584.500000 Penalty: 5254.825684
	Iteration 102Q: 3 clusters Score -5136584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5136589.500000 Penalty: 5254.825684
	Iteration 103Q: 3 clusters Score -5136590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5136594.000000 Penalty: 5254.825684
	Iteration 104Q: 3 clusters Score -5136594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5136596.000000 Penalty: 5254.825684
	Iteration 105Q: 3 clusters Score -5136596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5136593.500000 Penalty: 5254.825684
	Iteration 106Q: 3 clusters Score -5136594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5136590.500000 Penalty: 5254.825684
	Iteration 107Q: 3 clusters Score -5136590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -5136594.500000 Penalty: 5254.825684
	Iteration 108Q: 3 clusters Score -5136594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5136591.000000 Penalty: 5254.825684
	Iteration 109Q: 3 clusters Score -5136591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5136595.000000 Penalty: 5254.825684
	Iteration 110Q: 3 clusters Score -5136595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5136605.000000 Penalty: 5254.825684
	Iteration 111Q: 3 clusters Score -5136605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -5136603.000000 Penalty: 5254.825684
	Iteration 112Q: 3 clusters Score -5136603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5136603.000000 Penalty: 5254.825684
	Iteration 113Q: 3 clusters Score -5136603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -5136601.000000 Penalty: 5254.825684
	Iteration 114Q: 3 clusters Score -5136601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -5136602.000000 Penalty: 5254.825684
	Iteration 115Q: 3 clusters Score -5136602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -5136610.500000 Penalty: 5254.825684
	Iteration 116Q: 3 clusters Score -5136610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5136613.500000 Penalty: 5254.825684
	Iteration 117Q: 3 clusters Score -5136614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5136610.000000 Penalty: 5254.825684
	Iteration 118Q: 3 clusters Score -5136610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5136606.000000 Penalty: 5254.825684
	Iteration 119Q: 3 clusters Score -5136606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5136614.500000 Penalty: 5254.825684
	Iteration 120F: 3 clusters Score -5136614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5136610.500000 Penalty: 5254.825684
	Iteration 121Q: 3 clusters Score -5136610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5136610.000000 Penalty: 5254.825684
	Iteration 122Q: 3 clusters Score -5136610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -5136611.500000 Penalty: 5254.825684
	Iteration 123Q: 3 clusters Score -5136612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5136615.000000 Penalty: 5254.825684
	Iteration 124Q: 3 clusters Score -5136615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5136611.000000 Penalty: 5254.825684
	Iteration 125Q: 3 clusters Score -5136611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5136611.000000 Penalty: 5254.825684
	Iteration 126F: 3 clusters Score -5136611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Entering Unmasked Estep 
Score: -2613453.750000 Penalty: 2462.067627
	Iteration 0F: 2 clusters Score -2613454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2599030.250000 Penalty: 4924.135254
	Iteration 0F: 3 clusters Score -2599030 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2603950.250000 Penalty: 4924.135254
	Iteration 1F: 3 clusters Score -2603950 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2604379.500000 Penalty: 4924.135254
	Iteration 2F: 3 clusters Score -2604380 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2604693.000000 Penalty: 4924.135254
	Iteration 3Q: 3 clusters Score -2604693 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2604958.250000 Penalty: 4924.135254
	Iteration 4Q: 3 clusters Score -2604958 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2605187.250000 Penalty: 4924.135254
	Iteration 5Q: 3 clusters Score -2605187 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2605433.000000 Penalty: 4924.135254
	Iteration 6Q: 3 clusters Score -2605433 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2605705.000000 Penalty: 4924.135254
	Iteration 7Q: 3 clusters Score -2605705 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2606048.500000 Penalty: 4924.135254
	Iteration 8Q: 3 clusters Score -2606048 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2606522.000000 Penalty: 4924.135254
	Iteration 9Q: 3 clusters Score -2606522 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2607130.250000 Penalty: 4924.135254
	Iteration 10Q: 3 clusters Score -2607130 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2607943.000000 Penalty: 4924.135254
	Iteration 11F: 3 clusters Score -2607943 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2608823.250000 Penalty: 4924.135254
	Iteration 12F: 3 clusters Score -2608823 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2609576.500000 Penalty: 4924.135254
	Iteration 13Q: 3 clusters Score -2609576 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2610095.500000 Penalty: 4924.135254
	Iteration 14Q: 3 clusters Score -2610096 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2610446.000000 Penalty: 4924.135254
	Iteration 15Q: 3 clusters Score -2610446 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2610684.500000 Penalty: 4924.135254
	Iteration 16Q: 3 clusters Score -2610684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2610853.250000 Penalty: 4924.135254
	Iteration 17Q: 3 clusters Score -2610853 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2610973.500000 Penalty: 4924.135254
	Iteration 18Q: 3 clusters Score -2610974 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2611081.250000 Penalty: 4924.135254
	Iteration 19Q: 3 clusters Score -2611081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2611141.250000 Penalty: 4924.135254
	Iteration 20F: 3 clusters Score -2611141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2611168.750000 Penalty: 4924.135254
	Iteration 21Q: 3 clusters Score -2611169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2611190.250000 Penalty: 4924.135254
	Iteration 22Q: 3 clusters Score -2611190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2611211.250000 Penalty: 4924.135254
	Iteration 23Q: 3 clusters Score -2611211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2611225.250000 Penalty: 4924.135254
	Iteration 24Q: 3 clusters Score -2611225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2611248.250000 Penalty: 4924.135254
	Iteration 25Q: 3 clusters Score -2611248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2611260.750000 Penalty: 4924.135254
	Iteration 26Q: 3 clusters Score -2611261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2611274.000000 Penalty: 4924.135254
	Iteration 27Q: 3 clusters Score -2611274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2611284.750000 Penalty: 4924.135254
	Iteration 28Q: 3 clusters Score -2611285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2611290.500000 Penalty: 4924.135254
	Iteration 29Q: 3 clusters Score -2611290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2611299.750000 Penalty: 4924.135254
	Iteration 30Q: 3 clusters Score -2611300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2611304.500000 Penalty: 4924.135254
	Iteration 31Q: 3 clusters Score -2611304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2611316.250000 Penalty: 4924.135254
	Iteration 32Q: 3 clusters Score -2611316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2611321.500000 Penalty: 4924.135254
	Iteration 33Q: 3 clusters Score -2611322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2611329.500000 Penalty: 4924.135254
	Iteration 34Q: 3 clusters Score -2611330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2611341.750000 Penalty: 4924.135254
	Iteration 35Q: 3 clusters Score -2611342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2611351.000000 Penalty: 4924.135254
	Iteration 36Q: 3 clusters Score -2611351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2611356.500000 Penalty: 4924.135254
	Iteration 37Q: 3 clusters Score -2611356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2611359.500000 Penalty: 4924.135254
	Iteration 38Q: 3 clusters Score -2611360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2611365.500000 Penalty: 4924.135254
	Iteration 39Q: 3 clusters Score -2611366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2611380.000000 Penalty: 4924.135254
	Iteration 40F: 3 clusters Score -2611380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2611392.500000 Penalty: 4924.135254
	Iteration 41Q: 3 clusters Score -2611392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2611399.250000 Penalty: 4924.135254
	Iteration 42Q: 3 clusters Score -2611399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2611399.750000 Penalty: 4924.135254
	Iteration 43Q: 3 clusters Score -2611400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2611401.500000 Penalty: 4924.135254
	Iteration 44Q: 3 clusters Score -2611402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2611406.500000 Penalty: 4924.135254
	Iteration 45Q: 3 clusters Score -2611406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2611413.500000 Penalty: 4924.135254
	Iteration 46Q: 3 clusters Score -2611414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2611414.750000 Penalty: 4924.135254
	Iteration 47Q: 3 clusters Score -2611415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2611413.750000 Penalty: 4924.135254
	Iteration 48Q: 3 clusters Score -2611414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2611413.750000 Penalty: 4924.135254
	Iteration 49F: 3 clusters Score -2611414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216767 members 
Entering Unmasked Estep 
Score: -27832930.000000 Penalty: 3047.071289
	Iteration 0F: 2 clusters Score -2.783293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -27698094.000000 Penalty: 6094.142578
	Iteration 0F: 3 clusters Score -2.769809e+07 nChanged 104522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -27759958.000000 Penalty: 6094.142578
	Iteration 1F: 3 clusters Score -2.775996e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -27761950.000000 Penalty: 6094.142578
	Iteration 2Q: 3 clusters Score -2.776195e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -27764680.000000 Penalty: 6094.142578
	Iteration 3Q: 3 clusters Score -2.776468e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 128503 members 
Entering Unmasked Estep 
Score: -27769634.000000 Penalty: 6094.142578
	Iteration 4Q: 3 clusters Score -2.776963e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -27778528.000000 Penalty: 6094.142578
	Iteration 5F: 3 clusters Score -2.777853e+07 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -27791234.000000 Penalty: 6094.142578
	Iteration 6F: 3 clusters Score -2.779123e+07 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 166769 members 
Entering Unmasked Estep 
Score: -27805670.000000 Penalty: 6094.142578
	Iteration 7F: 3 clusters Score -2.780567e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -27817788.000000 Penalty: 6094.142578
	Iteration 8F: 3 clusters Score -2.781779e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 185008 members 
Entering Unmasked Estep 
Score: -27825288.000000 Penalty: 6094.142578
	Iteration 9Q: 3 clusters Score -2.782529e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 189246 members 
Entering Unmasked Estep 
Score: -27828636.000000 Penalty: 6094.142578
	Iteration 10Q: 3 clusters Score -2.782864e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 192204 members 
Entering Unmasked Estep 
Score: -27830074.000000 Penalty: 6094.142578
	Iteration 11Q: 3 clusters Score -2.783007e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 194570 members 
Entering Unmasked Estep 
Score: -27830782.000000 Penalty: 6094.142578
	Iteration 12Q: 3 clusters Score -2.783078e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 196635 members 
Entering Unmasked Estep 
Score: -27831094.000000 Penalty: 6094.142578
	Iteration 13Q: 3 clusters Score -2.783109e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 198422 members 
Entering Unmasked Estep 
Score: -27831318.000000 Penalty: 6094.142578
	Iteration 14Q: 3 clusters Score -2.783132e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 200041 members 
Entering Unmasked Estep 
Score: -27831620.000000 Penalty: 6094.142578
	Iteration 15Q: 3 clusters Score -2.783162e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 201457 members 
Entering Unmasked Estep 
Score: -27831736.000000 Penalty: 6094.142578
	Iteration 16Q: 3 clusters Score -2.783174e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 202749 members 
Entering Unmasked Estep 
Score: -27831838.000000 Penalty: 6094.142578
	Iteration 17Q: 3 clusters Score -2.783184e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 203933 members 
Entering Unmasked Estep 
Score: -27831912.000000 Penalty: 6094.142578
	Iteration 18Q: 3 clusters Score -2.783191e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 204998 members 
Entering Unmasked Estep 
Score: -27831868.000000 Penalty: 6094.142578
	Iteration 19Q: 3 clusters Score -2.783187e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 205897 members 
Entering Unmasked Estep 
Score: -27831858.000000 Penalty: 6094.142578
	Iteration 20F: 3 clusters Score -2.783186e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 206730 members 
Entering Unmasked Estep 
Score: -27831792.000000 Penalty: 6094.142578
	Iteration 21Q: 3 clusters Score -2.783179e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 207488 members 
Entering Unmasked Estep 
Score: -27831792.000000 Penalty: 6094.142578
	Iteration 22Q: 3 clusters Score -2.783179e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 208140 members 
Entering Unmasked Estep 
Score: -27831746.000000 Penalty: 6094.142578
	Iteration 23Q: 3 clusters Score -2.783175e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 208711 members 
Entering Unmasked Estep 
Score: -27831732.000000 Penalty: 6094.142578
	Iteration 24Q: 3 clusters Score -2.783173e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -27831706.000000 Penalty: 6094.142578
	Iteration 25Q: 3 clusters Score -2.783171e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 209657 members 
Entering Unmasked Estep 
Score: -27831698.000000 Penalty: 6094.142578
	Iteration 26Q: 3 clusters Score -2.78317e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 210079 members 
Entering Unmasked Estep 
Score: -27831608.000000 Penalty: 6094.142578
	Iteration 27Q: 3 clusters Score -2.783161e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 210473 members 
Entering Unmasked Estep 
Score: -27831574.000000 Penalty: 6094.142578
	Iteration 28Q: 3 clusters Score -2.783157e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 210814 members 
Entering Unmasked Estep 
Score: -27831604.000000 Penalty: 6094.142578
	Iteration 29Q: 3 clusters Score -2.78316e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 211117 members 
Entering Unmasked Estep 
Score: -27831554.000000 Penalty: 6094.142578
	Iteration 30Q: 3 clusters Score -2.783155e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -27831498.000000 Penalty: 6094.142578
	Iteration 31Q: 3 clusters Score -2.78315e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 211609 members 
Entering Unmasked Estep 
Score: -27831448.000000 Penalty: 6094.142578
	Iteration 32Q: 3 clusters Score -2.783145e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 211824 members 
Entering Unmasked Estep 
Score: -27831450.000000 Penalty: 6094.142578
	Iteration 33Q: 3 clusters Score -2.783145e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 212024 members 
Entering Unmasked Estep 
Score: -27831432.000000 Penalty: 6094.142578
	Iteration 34Q: 3 clusters Score -2.783143e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 212190 members 
Entering Unmasked Estep 
Score: -27831378.000000 Penalty: 6094.142578
	Iteration 35Q: 3 clusters Score -2.783138e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 212350 members 
Entering Unmasked Estep 
Score: -27831428.000000 Penalty: 6094.142578
	Iteration 36Q: 3 clusters Score -2.783143e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 212493 members 
Entering Unmasked Estep 
Score: -27831484.000000 Penalty: 6094.142578
	Iteration 37Q: 3 clusters Score -2.783148e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 212604 members 
Entering Unmasked Estep 
Score: -27831474.000000 Penalty: 6094.142578
	Iteration 38Q: 3 clusters Score -2.783147e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 212703 members 
Entering Unmasked Estep 
Score: -27831468.000000 Penalty: 6094.142578
	Iteration 39Q: 3 clusters Score -2.783147e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 212781 members 
Entering Unmasked Estep 
Score: -27831460.000000 Penalty: 6094.142578
	Iteration 40F: 3 clusters Score -2.783146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 212866 members 
Entering Unmasked Estep 
Score: -27831452.000000 Penalty: 6094.142578
	Iteration 41Q: 3 clusters Score -2.783145e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 212956 members 
Entering Unmasked Estep 
Score: -27831492.000000 Penalty: 6094.142578
	Iteration 42Q: 3 clusters Score -2.783149e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 213046 members 
Entering Unmasked Estep 
Score: -27831398.000000 Penalty: 6094.142578
	Iteration 43Q: 3 clusters Score -2.78314e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 213131 members 
Entering Unmasked Estep 
Score: -27831380.000000 Penalty: 6094.142578
	Iteration 44Q: 3 clusters Score -2.783138e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 213209 members 
Entering Unmasked Estep 
Score: -27831370.000000 Penalty: 6094.142578
	Iteration 45Q: 3 clusters Score -2.783137e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 213286 members 
Entering Unmasked Estep 
Score: -27831412.000000 Penalty: 6094.142578
	Iteration 46Q: 3 clusters Score -2.783141e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 213370 members 
Entering Unmasked Estep 
Score: -27831386.000000 Penalty: 6094.142578
	Iteration 47Q: 3 clusters Score -2.783139e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -27831362.000000 Penalty: 6094.142578
	Iteration 48Q: 3 clusters Score -2.783136e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 213501 members 
Entering Unmasked Estep 
Score: -27831384.000000 Penalty: 6094.142578
	Iteration 49Q: 3 clusters Score -2.783138e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 213549 members 
Entering Unmasked Estep 
Score: -27831396.000000 Penalty: 6094.142578
	Iteration 50Q: 3 clusters Score -2.78314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 213599 members 
Entering Unmasked Estep 
Score: -27831408.000000 Penalty: 6094.142578
	Iteration 51Q: 3 clusters Score -2.783141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 213657 members 
Entering Unmasked Estep 
Score: -27831390.000000 Penalty: 6094.142578
	Iteration 52Q: 3 clusters Score -2.783139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 213710 members 
Entering Unmasked Estep 
Score: -27831404.000000 Penalty: 6094.142578
	Iteration 53Q: 3 clusters Score -2.78314e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 213766 members 
Entering Unmasked Estep 
Score: -27831426.000000 Penalty: 6094.142578
	Iteration 54Q: 3 clusters Score -2.783143e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 213832 members 
Entering Unmasked Estep 
Score: -27831422.000000 Penalty: 6094.142578
	Iteration 55Q: 3 clusters Score -2.783142e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 213887 members 
Entering Unmasked Estep 
Score: -27831402.000000 Penalty: 6094.142578
	Iteration 56Q: 3 clusters Score -2.78314e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 213935 members 
Entering Unmasked Estep 
Score: -27831402.000000 Penalty: 6094.142578
	Iteration 57Q: 3 clusters Score -2.78314e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -27831396.000000 Penalty: 6094.142578
	Iteration 58Q: 3 clusters Score -2.78314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 214004 members 
Entering Unmasked Estep 
Score: -27831428.000000 Penalty: 6094.142578
	Iteration 59Q: 3 clusters Score -2.783143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 214031 members 
Entering Unmasked Estep 
Score: -27831446.000000 Penalty: 6094.142578
	Iteration 60F: 3 clusters Score -2.783145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 214055 members 
Entering Unmasked Estep 
Score: -27831436.000000 Penalty: 6094.142578
	Iteration 61Q: 3 clusters Score -2.783144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 214073 members 
Entering Unmasked Estep 
Score: -27831404.000000 Penalty: 6094.142578
	Iteration 62Q: 3 clusters Score -2.78314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 214096 members 
Entering Unmasked Estep 
Score: -27831408.000000 Penalty: 6094.142578
	Iteration 63Q: 3 clusters Score -2.783141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 214120 members 
Entering Unmasked Estep 
Score: -27831408.000000 Penalty: 6094.142578
	Iteration 64Q: 3 clusters Score -2.783141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 214133 members 
Entering Unmasked Estep 
Score: -27831414.000000 Penalty: 6094.142578
	Iteration 65Q: 3 clusters Score -2.783141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 214149 members 
Entering Unmasked Estep 
Score: -27831398.000000 Penalty: 6094.142578
	Iteration 66Q: 3 clusters Score -2.78314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 214163 members 
Entering Unmasked Estep 
Score: -27831412.000000 Penalty: 6094.142578
	Iteration 67Q: 3 clusters Score -2.783141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 214173 members 
Entering Unmasked Estep 
Score: -27831394.000000 Penalty: 6094.142578
	Iteration 68Q: 3 clusters Score -2.783139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 214180 members 
Entering Unmasked Estep 
Score: -27831390.000000 Penalty: 6094.142578
	Iteration 69Q: 3 clusters Score -2.783139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 214183 members 
Entering Unmasked Estep 
Score: -27831390.000000 Penalty: 6094.142578
	Iteration 70Q: 3 clusters Score -2.783139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 214187 members 
Entering Unmasked Estep 
Score: -27831380.000000 Penalty: 6094.142578
	Iteration 71Q: 3 clusters Score -2.783138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 214192 members 
Entering Unmasked Estep 
Score: -27831386.000000 Penalty: 6094.142578
	Iteration 72Q: 3 clusters Score -2.783139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 214196 members 
Entering Unmasked Estep 
Score: -27831384.000000 Penalty: 6094.142578
	Iteration 73Q: 3 clusters Score -2.783138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 214195 members 
Entering Unmasked Estep 
Score: -27831386.000000 Penalty: 6094.142578
	Iteration 74Q: 3 clusters Score -2.783139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 214202 members 
Entering Unmasked Estep 
Score: -27831390.000000 Penalty: 6094.142578
	Iteration 75Q: 3 clusters Score -2.783139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 214216 members 
Entering Unmasked Estep 
Score: -27831392.000000 Penalty: 6094.142578
	Iteration 76Q: 3 clusters Score -2.783139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 214227 members 
Entering Unmasked Estep 
Score: -27831384.000000 Penalty: 6094.142578
	Iteration 77Q: 3 clusters Score -2.783138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 214235 members 
Entering Unmasked Estep 
Score: -27831408.000000 Penalty: 6094.142578
	Iteration 78Q: 3 clusters Score -2.783141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 214252 members 
Entering Unmasked Estep 
Score: -27831422.000000 Penalty: 6094.142578
	Iteration 79Q: 3 clusters Score -2.783142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 214263 members 
Entering Unmasked Estep 
Score: -27831420.000000 Penalty: 6094.142578
	Iteration 80F: 3 clusters Score -2.783142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 214276 members 
Entering Unmasked Estep 
Score: -27831434.000000 Penalty: 6094.142578
	Iteration 81Q: 3 clusters Score -2.783143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 214285 members 
Entering Unmasked Estep 
Score: -27831418.000000 Penalty: 6094.142578
	Iteration 82Q: 3 clusters Score -2.783142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 214290 members 
Entering Unmasked Estep 
Score: -27831440.000000 Penalty: 6094.142578
	Iteration 83Q: 3 clusters Score -2.783144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 214292 members 
Entering Unmasked Estep 
Score: -27831432.000000 Penalty: 6094.142578
	Iteration 84Q: 3 clusters Score -2.783143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 214295 members 
Entering Unmasked Estep 
Score: -27831430.000000 Penalty: 6094.142578
	Iteration 85Q: 3 clusters Score -2.783143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 214296 members 
Entering Unmasked Estep 
Score: -27831428.000000 Penalty: 6094.142578
	Iteration 86Q: 3 clusters Score -2.783143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 214296 members 
Entering Unmasked Estep 
Score: -27831428.000000 Penalty: 6094.142578
	Iteration 87F: 3 clusters Score -2.783143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Entering Unmasked Estep 
Score: -6848876.500000 Penalty: 2708.622559
	Iteration 0F: 2 clusters Score -6848876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -6811684.000000 Penalty: 5417.245117
	Iteration 0F: 3 clusters Score -6811684 nChanged 25836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6826549.500000 Penalty: 5417.245117
	Iteration 1F: 3 clusters Score -6826550 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6828070.500000 Penalty: 5417.245117
	Iteration 2F: 3 clusters Score -6828070 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6830142.500000 Penalty: 5417.245117
	Iteration 3F: 3 clusters Score -6830142 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -6832591.000000 Penalty: 5417.245117
	Iteration 4F: 3 clusters Score -6832591 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -6835191.000000 Penalty: 5417.245117
	Iteration 5F: 3 clusters Score -6835191 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -6837508.000000 Penalty: 5417.245117
	Iteration 6F: 3 clusters Score -6837508 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -6839766.500000 Penalty: 5417.245117
	Iteration 7F: 3 clusters Score -6839766 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -6842190.500000 Penalty: 5417.245117
	Iteration 8F: 3 clusters Score -6842190 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -6844809.000000 Penalty: 5417.245117
	Iteration 9F: 3 clusters Score -6844809 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6847434.500000 Penalty: 5417.245117
	Iteration 10Q: 3 clusters Score -6847434 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -6849222.500000 Penalty: 5417.245117
	Iteration 11Q: 3 clusters Score -6849222 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -6849833.500000 Penalty: 5417.245117
	Iteration 12Q: 3 clusters Score -6849834 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -6850078.000000 Penalty: 5417.245117
	Iteration 13Q: 3 clusters Score -6850078 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6850213.000000 Penalty: 5417.245117
	Iteration 14Q: 3 clusters Score -6850213 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -6850278.500000 Penalty: 5417.245117
	Iteration 15Q: 3 clusters Score -6850278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6850320.500000 Penalty: 5417.245117
	Iteration 16Q: 3 clusters Score -6850320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -6850329.000000 Penalty: 5417.245117
	Iteration 17Q: 3 clusters Score -6850329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -6850312.000000 Penalty: 5417.245117
	Iteration 18Q: 3 clusters Score -6850312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6850326.000000 Penalty: 5417.245117
	Iteration 19Q: 3 clusters Score -6850326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -6850331.000000 Penalty: 5417.245117
	Iteration 20F: 3 clusters Score -6850331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -6850328.000000 Penalty: 5417.245117
	Iteration 21Q: 3 clusters Score -6850328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -6850331.500000 Penalty: 5417.245117
	Iteration 22Q: 3 clusters Score -6850332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -6850330.000000 Penalty: 5417.245117
	Iteration 23Q: 3 clusters Score -6850330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6850337.500000 Penalty: 5417.245117
	Iteration 24Q: 3 clusters Score -6850338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -6850343.000000 Penalty: 5417.245117
	Iteration 25Q: 3 clusters Score -6850343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6850343.500000 Penalty: 5417.245117
	Iteration 26Q: 3 clusters Score -6850344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6850349.000000 Penalty: 5417.245117
	Iteration 27Q: 3 clusters Score -6850349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -6850347.000000 Penalty: 5417.245117
	Iteration 28Q: 3 clusters Score -6850347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6850352.500000 Penalty: 5417.245117
	Iteration 29Q: 3 clusters Score -6850352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6850353.500000 Penalty: 5417.245117
	Iteration 30Q: 3 clusters Score -6850354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -6850352.000000 Penalty: 5417.245117
	Iteration 31Q: 3 clusters Score -6850352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -6850349.500000 Penalty: 5417.245117
	Iteration 32Q: 3 clusters Score -6850350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -6850353.000000 Penalty: 5417.245117
	Iteration 33Q: 3 clusters Score -6850353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -6850353.000000 Penalty: 5417.245117
	Iteration 34F: 3 clusters Score -6850353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 188743 members 
Mstep: Class 4 contains 262468 members 
Mstep: Class 5 contains 52842 members 
Mstep: Class 6 contains 193343 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 9 contains 20669 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 20490 members 
Mstep: Class 12 contains 216767 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
Score: -149633552.000000 Penalty: 52041.296875
Splitting cluster 13 changes total score from -149630688.000000 to -149633552.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 14 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -78106.140625 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -78106.14 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 333 members 
Entering Unmasked Estep 
Score: -76456.218750 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -76456.22 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76730.062500 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -76730.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76835.695312 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -76835.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76899.570312 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -76899.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76954.937500 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -76954.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -76976.226562 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -76976.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76998.320312 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -76998.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77030.664062 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -77030.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77049.242188 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -77049.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77058.195312 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -77058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77067.992188 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -77067.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77115.492188 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -77115.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77167.000000 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -77167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77232.031250 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -77232.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77333.820312 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -77333.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77396.023438 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -77396.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77438.125000 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -77438.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77474.375000 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -77474.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77524.984375 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -77524.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -77532.507812 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -77532.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77545.015625 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -77545.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77562.453125 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -77562.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77564.414062 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -77564.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77564.414062 Penalty: 3235.687012
	Iteration 23F: 3 clusters Score -77564.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -131834.359375 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -131834.4 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 641 members 
Entering Unmasked Estep 
Score: -129799.835938 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -129799.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -130606.257812 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -130606.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131350.687500 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -131350.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131888.062500 Penalty: 3555.615723
	Iteration 3F: 3 clusters Score -131888.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -132553.921875 Penalty: 3555.615723
	Iteration 4F: 3 clusters Score -132553.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133234.921875 Penalty: 3555.615723
	Iteration 5F: 3 clusters Score -133234.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133676.359375 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -133676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134000.000000 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -134000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134045.500000 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -134045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134066.625000 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -134066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134080.421875 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -134080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134085.187500 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -134085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134095.828125 Penalty: 3555.615723
	Iteration 12F: 3 clusters Score -134095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134110.296875 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -134110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134127.656250 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -134127.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134174.703125 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -134174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134217.203125 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -134217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134229.765625 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -134229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134233.015625 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -134233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134234.265625 Penalty: 3555.615723
	Iteration 19Q: 3 clusters Score -134234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134237.906250 Penalty: 3555.615723
	Iteration 20F: 3 clusters Score -134237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 188743 members 
Mstep: Class 4 contains 262468 members 
Mstep: Class 5 contains 52842 members 
Mstep: Class 6 contains 193343 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 20669 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 20490 members 
Mstep: Class 12 contains 216767 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 1277 members 
Entering Unmasked Estep 
Score: -149634224.000000 Penalty: 55510.718750
Splitting cluster 20 changes total score from -149630688.000000 to -149634224.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 21 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -129234.960938 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -129235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127360.890625 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -127360.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128498.601562 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -128498.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129609.468750 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -129609.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -130403.671875 Penalty: 3547.525391
	Iteration 3F: 3 clusters Score -130403.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130823.968750 Penalty: 3547.525391
	Iteration 4Q: 3 clusters Score -130824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131025.093750 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -131025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131039.875000 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -131039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131046.945312 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -131046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131048.187500 Penalty: 3547.525391
	Iteration 8F: 3 clusters Score -131048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131077.250000 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -131077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131120.234375 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -131120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131326.796875 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -131326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131746.687500 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -131746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131746.687500 Penalty: 3547.525391
	Iteration 13F: 3 clusters Score -131746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 188743 members 
Mstep: Class 4 contains 262468 members 
Mstep: Class 5 contains 52842 members 
Mstep: Class 6 contains 193343 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 20669 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 20490 members 
Mstep: Class 12 contains 216767 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 728 members 
Entering Unmasked Estep 
Score: -149634976.000000 Penalty: 58980.136719
Splitting cluster 21 changes total score from -149630688.000000 to -149634976.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 188743 members 
Mstep: Class 4 contains 262468 members 
Mstep: Class 6 contains 193343 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 9 contains 20669 members 
Mstep: Class 10 contains 39911 members 
Mstep: Class 11 contains 20490 members 
Mstep: Class 12 contains 216767 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149639200.000000 Penalty: 58980.136719
Iteration 39Q: 18 clusters Score -1.496392e+08 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 189089 members 
Mstep: Class 4 contains 261599 members 
Mstep: Class 5 contains 52529 members 
Mstep: Class 6 contains 193805 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 22661 members 
Mstep: Class 10 contains 40776 members 
Mstep: Class 11 contains 20490 members 
Mstep: Class 12 contains 217718 members 
Mstep: Class 13 contains 2532 members 
Mstep: Class 14 contains 681 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149642384.000000 Penalty: 58980.136719
Iteration 40F: 18 clusters Score -1.496424e+08 nChanged 17727
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 180842 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 188106 members 
Mstep: Class 4 contains 259943 members 
Mstep: Class 5 contains 53543 members 
Mstep: Class 6 contains 193125 members 
Mstep: Class 7 contains 2113 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 24191 members 
Mstep: Class 10 contains 41414 members 
Mstep: Class 11 contains 20055 members 
Mstep: Class 12 contains 216249 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149644816.000000 Penalty: 58980.136719
Iteration 41Q: 18 clusters Score -1.496448e+08 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182987 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 187091 members 
Mstep: Class 4 contains 258752 members 
Mstep: Class 5 contains 54273 members 
Mstep: Class 6 contains 192354 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 25651 members 
Mstep: Class 10 contains 42158 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 214461 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149646496.000000 Penalty: 58980.136719
Iteration 42Q: 18 clusters Score -1.496465e+08 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185116 members 
Mstep: Class 2 contains 4406 members 
Mstep: Class 3 contains 186125 members 
Mstep: Class 4 contains 257828 members 
Mstep: Class 5 contains 54893 members 
Mstep: Class 6 contains 191499 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 27091 members 
Mstep: Class 10 contains 42977 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 212514 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149647664.000000 Penalty: 58980.136719
Iteration 43Q: 18 clusters Score -1.496477e+08 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187107 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 185307 members 
Mstep: Class 4 contains 256935 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 190718 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 43862 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 210407 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149649024.000000 Penalty: 58980.136719
Iteration 44Q: 18 clusters Score -1.49649e+08 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 184683 members 
Mstep: Class 4 contains 255970 members 
Mstep: Class 5 contains 55949 members 
Mstep: Class 6 contains 190004 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 30032 members 
Mstep: Class 10 contains 44802 members 
Mstep: Class 11 contains 18821 members 
Mstep: Class 12 contains 208401 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149650672.000000 Penalty: 58980.136719
Iteration 45Q: 18 clusters Score -1.496507e+08 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 184306 members 
Mstep: Class 4 contains 254900 members 
Mstep: Class 5 contains 56403 members 
Mstep: Class 6 contains 189408 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 31516 members 
Mstep: Class 10 contains 45722 members 
Mstep: Class 11 contains 18582 members 
Mstep: Class 12 contains 206611 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149652144.000000 Penalty: 58980.136719
Iteration 46Q: 18 clusters Score -1.496521e+08 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 190724 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 184029 members 
Mstep: Class 4 contains 253802 members 
Mstep: Class 5 contains 56842 members 
Mstep: Class 6 contains 188893 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 32986 members 
Mstep: Class 10 contains 46630 members 
Mstep: Class 11 contains 18338 members 
Mstep: Class 12 contains 205066 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149653152.000000 Penalty: 58980.136719
Iteration 47Q: 18 clusters Score -1.496532e+08 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 191125 members 
Mstep: Class 2 contains 4402 members 
Mstep: Class 3 contains 183812 members 
Mstep: Class 4 contains 252677 members 
Mstep: Class 5 contains 57199 members 
Mstep: Class 6 contains 188449 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 34395 members 
Mstep: Class 10 contains 47541 members 
Mstep: Class 11 contains 18158 members 
Mstep: Class 12 contains 203928 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149654240.000000 Penalty: 58980.136719
Iteration 48Q: 18 clusters Score -1.496542e+08 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 191275 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 183739 members 
Mstep: Class 4 contains 251496 members 
Mstep: Class 5 contains 57514 members 
Mstep: Class 6 contains 188069 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 35710 members 
Mstep: Class 10 contains 48401 members 
Mstep: Class 11 contains 18011 members 
Mstep: Class 12 contains 203041 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149655312.000000 Penalty: 58980.136719
Iteration 49Q: 18 clusters Score -1.496553e+08 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 191186 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 183656 members 
Mstep: Class 4 contains 250261 members 
Mstep: Class 5 contains 57838 members 
Mstep: Class 6 contains 187762 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 49258 members 
Mstep: Class 11 contains 17868 members 
Mstep: Class 12 contains 202426 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149655856.000000 Penalty: 58980.136719
Iteration 50Q: 18 clusters Score -1.496559e+08 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 190945 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 183579 members 
Mstep: Class 4 contains 248898 members 
Mstep: Class 5 contains 58158 members 
Mstep: Class 6 contains 187476 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 38185 members 
Mstep: Class 10 contains 50163 members 
Mstep: Class 11 contains 17733 members 
Mstep: Class 12 contains 202084 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149656624.000000 Penalty: 58980.136719
Iteration 51Q: 18 clusters Score -1.496566e+08 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 190626 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 183523 members 
Mstep: Class 4 contains 247517 members 
Mstep: Class 5 contains 58472 members 
Mstep: Class 6 contains 187190 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 39350 members 
Mstep: Class 10 contains 50975 members 
Mstep: Class 11 contains 17577 members 
Mstep: Class 12 contains 201970 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657312.000000 Penalty: 58980.136719
Iteration 52Q: 18 clusters Score -1.496573e+08 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 190209 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 183507 members 
Mstep: Class 4 contains 246156 members 
Mstep: Class 5 contains 58787 members 
Mstep: Class 6 contains 186993 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 40428 members 
Mstep: Class 10 contains 51810 members 
Mstep: Class 11 contains 17404 members 
Mstep: Class 12 contains 201894 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657616.000000 Penalty: 58980.136719
Iteration 53Q: 18 clusters Score -1.496576e+08 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 189862 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 3 contains 183405 members 
Mstep: Class 4 contains 244815 members 
Mstep: Class 5 contains 59066 members 
Mstep: Class 6 contains 186819 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 41447 members 
Mstep: Class 10 contains 52599 members 
Mstep: Class 11 contains 17239 members 
Mstep: Class 12 contains 201922 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657872.000000 Penalty: 58980.136719
Iteration 54Q: 18 clusters Score -1.496579e+08 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 189475 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 183285 members 
Mstep: Class 4 contains 243392 members 
Mstep: Class 5 contains 59331 members 
Mstep: Class 6 contains 186718 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 42404 members 
Mstep: Class 10 contains 53409 members 
Mstep: Class 11 contains 17096 members 
Mstep: Class 12 contains 202044 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657824.000000 Penalty: 58980.136719
Iteration 55Q: 18 clusters Score -1.496578e+08 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 189182 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 183106 members 
Mstep: Class 4 contains 242042 members 
Mstep: Class 5 contains 59582 members 
Mstep: Class 6 contains 186605 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 43245 members 
Mstep: Class 10 contains 54190 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 202205 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658000.000000 Penalty: 58980.136719
Iteration 56Q: 18 clusters Score -1.49658e+08 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188989 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 182894 members 
Mstep: Class 4 contains 240737 members 
Mstep: Class 5 contains 59815 members 
Mstep: Class 6 contains 186533 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 43998 members 
Mstep: Class 10 contains 54920 members 
Mstep: Class 11 contains 16829 members 
Mstep: Class 12 contains 202392 members 
Mstep: Class 13 contains 2841 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658832.000000 Penalty: 58980.136719
Iteration 57Q: 18 clusters Score -1.496588e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188903 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 182681 members 
Mstep: Class 4 contains 239482 members 
Mstep: Class 5 contains 60030 members 
Mstep: Class 6 contains 186465 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 44695 members 
Mstep: Class 10 contains 55610 members 
Mstep: Class 11 contains 16685 members 
Mstep: Class 12 contains 202540 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658944.000000 Penalty: 58980.136719
Iteration 58Q: 18 clusters Score -1.496589e+08 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188835 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 182501 members 
Mstep: Class 4 contains 238246 members 
Mstep: Class 5 contains 60274 members 
Mstep: Class 6 contains 186416 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 45363 members 
Mstep: Class 10 contains 56266 members 
Mstep: Class 11 contains 16547 members 
Mstep: Class 12 contains 202631 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149659456.000000 Penalty: 58980.136719
Iteration 59Q: 18 clusters Score -1.496595e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188785 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 182332 members 
Mstep: Class 4 contains 236918 members 
Mstep: Class 5 contains 60526 members 
Mstep: Class 6 contains 186366 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 45974 members 
Mstep: Class 10 contains 56900 members 
Mstep: Class 11 contains 16432 members 
Mstep: Class 12 contains 202834 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149659904.000000 Penalty: 58980.136719
Iteration 60F: 18 clusters Score -1.496599e+08 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188810 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 182259 members 
Mstep: Class 4 contains 235688 members 
Mstep: Class 5 contains 60759 members 
Mstep: Class 6 contains 186300 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 46531 members 
Mstep: Class 10 contains 57532 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 202829 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660032.000000 Penalty: 58980.136719
Iteration 61Q: 18 clusters Score -1.4966e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188862 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 182159 members 
Mstep: Class 4 contains 234563 members 
Mstep: Class 5 contains 60979 members 
Mstep: Class 6 contains 186246 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 47035 members 
Mstep: Class 10 contains 58170 members 
Mstep: Class 11 contains 16231 members 
Mstep: Class 12 contains 202776 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660128.000000 Penalty: 58980.136719
Iteration 62Q: 18 clusters Score -1.496601e+08 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188901 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 182072 members 
Mstep: Class 4 contains 233484 members 
Mstep: Class 5 contains 61190 members 
Mstep: Class 6 contains 186156 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 47518 members 
Mstep: Class 10 contains 58766 members 
Mstep: Class 11 contains 16124 members 
Mstep: Class 12 contains 202785 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660464.000000 Penalty: 58980.136719
Iteration 63Q: 18 clusters Score -1.496605e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188858 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 181994 members 
Mstep: Class 4 contains 232393 members 
Mstep: Class 5 contains 61401 members 
Mstep: Class 6 contains 186053 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 47944 members 
Mstep: Class 10 contains 59293 members 
Mstep: Class 11 contains 16010 members 
Mstep: Class 12 contains 203024 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660976.000000 Penalty: 58980.136719
Iteration 64Q: 18 clusters Score -1.49661e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188773 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 181923 members 
Mstep: Class 4 contains 231413 members 
Mstep: Class 5 contains 61606 members 
Mstep: Class 6 contains 185983 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48355 members 
Mstep: Class 10 contains 59760 members 
Mstep: Class 11 contains 15891 members 
Mstep: Class 12 contains 203234 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660976.000000 Penalty: 58980.136719
Iteration 65Q: 18 clusters Score -1.49661e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188670 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 181825 members 
Mstep: Class 4 contains 230464 members 
Mstep: Class 5 contains 61775 members 
Mstep: Class 6 contains 185875 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48749 members 
Mstep: Class 10 contains 60215 members 
Mstep: Class 11 contains 15813 members 
Mstep: Class 12 contains 203523 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661280.000000 Penalty: 58980.136719
Iteration 66Q: 18 clusters Score -1.496613e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188620 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 181765 members 
Mstep: Class 4 contains 229607 members 
Mstep: Class 5 contains 61964 members 
Mstep: Class 6 contains 185758 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49088 members 
Mstep: Class 10 contains 60631 members 
Mstep: Class 11 contains 15727 members 
Mstep: Class 12 contains 203730 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661200.000000 Penalty: 58980.136719
Iteration 67Q: 18 clusters Score -1.496612e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188567 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 181711 members 
Mstep: Class 4 contains 228866 members 
Mstep: Class 5 contains 62140 members 
Mstep: Class 6 contains 185653 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49364 members 
Mstep: Class 10 contains 61029 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 203876 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661504.000000 Penalty: 58980.136719
Iteration 68Q: 18 clusters Score -1.496615e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 181681 members 
Mstep: Class 4 contains 228119 members 
Mstep: Class 5 contains 62334 members 
Mstep: Class 6 contains 185570 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49631 members 
Mstep: Class 10 contains 61370 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 204062 members 
Mstep: Class 13 contains 3089 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661904.000000 Penalty: 58980.136719
Iteration 69Q: 18 clusters Score -1.496619e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 181643 members 
Mstep: Class 4 contains 227493 members 
Mstep: Class 5 contains 62537 members 
Mstep: Class 6 contains 185528 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49867 members 
Mstep: Class 10 contains 61716 members 
Mstep: Class 11 contains 15528 members 
Mstep: Class 12 contains 204139 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662256.000000 Penalty: 58980.136719
Iteration 70Q: 18 clusters Score -1.496623e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 181594 members 
Mstep: Class 4 contains 226939 members 
Mstep: Class 5 contains 62692 members 
Mstep: Class 6 contains 185472 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50104 members 
Mstep: Class 10 contains 62042 members 
Mstep: Class 11 contains 15470 members 
Mstep: Class 12 contains 204190 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662720.000000 Penalty: 58980.136719
Iteration 71Q: 18 clusters Score -1.496627e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188227 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 181524 members 
Mstep: Class 4 contains 226403 members 
Mstep: Class 5 contains 62848 members 
Mstep: Class 6 contains 185428 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50336 members 
Mstep: Class 10 contains 62400 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 204176 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662960.000000 Penalty: 58980.136719
Iteration 72Q: 18 clusters Score -1.49663e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188146 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 181426 members 
Mstep: Class 4 contains 225909 members 
Mstep: Class 5 contains 63016 members 
Mstep: Class 6 contains 185346 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50568 members 
Mstep: Class 10 contains 62745 members 
Mstep: Class 11 contains 15362 members 
Mstep: Class 12 contains 204221 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663312.000000 Penalty: 58980.136719
Iteration 73Q: 18 clusters Score -1.496633e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188084 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 181345 members 
Mstep: Class 4 contains 225479 members 
Mstep: Class 5 contains 63189 members 
Mstep: Class 6 contains 185258 members 
Mstep: Class 7 contains 2200 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50758 members 
Mstep: Class 10 contains 63040 members 
Mstep: Class 11 contains 15301 members 
Mstep: Class 12 contains 204267 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663376.000000 Penalty: 58980.136719
Iteration 74Q: 18 clusters Score -1.496634e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 188028 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 3 contains 181273 members 
Mstep: Class 4 contains 225078 members 
Mstep: Class 5 contains 63370 members 
Mstep: Class 6 contains 185182 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50918 members 
Mstep: Class 10 contains 63321 members 
Mstep: Class 11 contains 15239 members 
Mstep: Class 12 contains 204296 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663648.000000 Penalty: 58980.136719
Iteration 75Q: 18 clusters Score -1.496636e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187948 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 181189 members 
Mstep: Class 4 contains 224685 members 
Mstep: Class 5 contains 63556 members 
Mstep: Class 6 contains 185115 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51072 members 
Mstep: Class 10 contains 63605 members 
Mstep: Class 11 contains 15170 members 
Mstep: Class 12 contains 204347 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663840.000000 Penalty: 58980.136719
Iteration 76Q: 18 clusters Score -1.496638e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187895 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 181098 members 
Mstep: Class 4 contains 224250 members 
Mstep: Class 5 contains 63744 members 
Mstep: Class 6 contains 185022 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51229 members 
Mstep: Class 10 contains 63875 members 
Mstep: Class 11 contains 15125 members 
Mstep: Class 12 contains 204439 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664240.000000 Penalty: 58980.136719
Iteration 77Q: 18 clusters Score -1.496642e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187833 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 181026 members 
Mstep: Class 4 contains 223871 members 
Mstep: Class 5 contains 63940 members 
Mstep: Class 6 contains 184916 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51377 members 
Mstep: Class 10 contains 64143 members 
Mstep: Class 11 contains 15065 members 
Mstep: Class 12 contains 204494 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664688.000000 Penalty: 58980.136719
Iteration 78Q: 18 clusters Score -1.496647e+08 nChanged 2265
Entering ConstructFrom: 
Score: -149664688.000000 Penalty: 58980.136719
Entering ConstructFrom: 
Trying to split cluster 1 (187784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187784 members 
Entering Unmasked Estep 
Score: -24076368.000000 Penalty: 3011.475830
	Iteration 0F: 2 clusters Score -2.407637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -23954664.000000 Penalty: 6022.951660
	Iteration 0F: 3 clusters Score -2.395466e+07 nChanged 90136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -24006580.000000 Penalty: 6022.951660
	Iteration 1F: 3 clusters Score -2.400658e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -24007530.000000 Penalty: 6022.951660
	Iteration 2Q: 3 clusters Score -2.400753e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -24008970.000000 Penalty: 6022.951660
	Iteration 3Q: 3 clusters Score -2.400897e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -24011140.000000 Penalty: 6022.951660
	Iteration 4Q: 3 clusters Score -2.401114e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -24013858.000000 Penalty: 6022.951660
	Iteration 5Q: 3 clusters Score -2.401386e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -24017498.000000 Penalty: 6022.951660
	Iteration 6Q: 3 clusters Score -2.40175e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -24022164.000000 Penalty: 6022.951660
	Iteration 7F: 3 clusters Score -2.402216e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -24026646.000000 Penalty: 6022.951660
	Iteration 8F: 3 clusters Score -2.402665e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120967 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -24031446.000000 Penalty: 6022.951660
	Iteration 9F: 3 clusters Score -2.403145e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128131 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -24035806.000000 Penalty: 6022.951660
	Iteration 10Q: 3 clusters Score -2.403581e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135865 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -24040298.000000 Penalty: 6022.951660
	Iteration 11Q: 3 clusters Score -2.40403e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144137 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -24045468.000000 Penalty: 6022.951660
	Iteration 12Q: 3 clusters Score -2.404547e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -24051474.000000 Penalty: 6022.951660
	Iteration 13Q: 3 clusters Score -2.405147e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -24057698.000000 Penalty: 6022.951660
	Iteration 14Q: 3 clusters Score -2.40577e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168743 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -24063316.000000 Penalty: 6022.951660
	Iteration 15Q: 3 clusters Score -2.406332e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -24067286.000000 Penalty: 6022.951660
	Iteration 16Q: 3 clusters Score -2.406729e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178600 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -24069936.000000 Penalty: 6022.951660
	Iteration 17Q: 3 clusters Score -2.406994e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181312 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -24071372.000000 Penalty: 6022.951660
	Iteration 18Q: 3 clusters Score -2.407137e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -24072158.000000 Penalty: 6022.951660
	Iteration 19Q: 3 clusters Score -2.407216e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -24072848.000000 Penalty: 6022.951660
	Iteration 20F: 3 clusters Score -2.407285e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185167 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -24073250.000000 Penalty: 6022.951660
	Iteration 21Q: 3 clusters Score -2.407325e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185650 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -24073496.000000 Penalty: 6022.951660
	Iteration 22Q: 3 clusters Score -2.40735e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185973 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24073644.000000 Penalty: 6022.951660
	Iteration 23Q: 3 clusters Score -2.407364e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186188 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -24073744.000000 Penalty: 6022.951660
	Iteration 24Q: 3 clusters Score -2.407374e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186336 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -24073808.000000 Penalty: 6022.951660
	Iteration 25Q: 3 clusters Score -2.407381e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186436 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -24073826.000000 Penalty: 6022.951660
	Iteration 26Q: 3 clusters Score -2.407383e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186521 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -24073868.000000 Penalty: 6022.951660
	Iteration 27Q: 3 clusters Score -2.407387e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186578 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -24073884.000000 Penalty: 6022.951660
	Iteration 28Q: 3 clusters Score -2.407388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -24073904.000000 Penalty: 6022.951660
	Iteration 29Q: 3 clusters Score -2.40739e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186646 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -24073930.000000 Penalty: 6022.951660
	Iteration 30Q: 3 clusters Score -2.407393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186672 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -24073954.000000 Penalty: 6022.951660
	Iteration 31Q: 3 clusters Score -2.407395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186686 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -24073948.000000 Penalty: 6022.951660
	Iteration 32Q: 3 clusters Score -2.407395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186703 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -24074002.000000 Penalty: 6022.951660
	Iteration 33Q: 3 clusters Score -2.4074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186718 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -24074016.000000 Penalty: 6022.951660
	Iteration 34Q: 3 clusters Score -2.407402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186718 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -24074000.000000 Penalty: 6022.951660
	Iteration 35Q: 3 clusters Score -2.4074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -24074022.000000 Penalty: 6022.951660
	Iteration 36Q: 3 clusters Score -2.407402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -24074024.000000 Penalty: 6022.951660
	Iteration 37Q: 3 clusters Score -2.407402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186720 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -24074030.000000 Penalty: 6022.951660
	Iteration 38Q: 3 clusters Score -2.407403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186722 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24074034.000000 Penalty: 6022.951660
	Iteration 39Q: 3 clusters Score -2.407403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -24074036.000000 Penalty: 6022.951660
	Iteration 40F: 3 clusters Score -2.407404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186724 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -24074034.000000 Penalty: 6022.951660
	Iteration 41Q: 3 clusters Score -2.407403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186735 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -24074040.000000 Penalty: 6022.951660
	Iteration 42Q: 3 clusters Score -2.407404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186738 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -24074052.000000 Penalty: 6022.951660
	Iteration 43Q: 3 clusters Score -2.407405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186740 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -24074068.000000 Penalty: 6022.951660
	Iteration 44Q: 3 clusters Score -2.407407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -24074062.000000 Penalty: 6022.951660
	Iteration 45Q: 3 clusters Score -2.407406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186753 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -24074072.000000 Penalty: 6022.951660
	Iteration 46Q: 3 clusters Score -2.407407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186758 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -24074096.000000 Penalty: 6022.951660
	Iteration 47Q: 3 clusters Score -2.40741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186762 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -24074088.000000 Penalty: 6022.951660
	Iteration 48Q: 3 clusters Score -2.407409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186764 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -24074072.000000 Penalty: 6022.951660
	Iteration 49Q: 3 clusters Score -2.407407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186762 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -24074072.000000 Penalty: 6022.951660
	Iteration 50Q: 3 clusters Score -2.407407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -24074074.000000 Penalty: 6022.951660
	Iteration 51Q: 3 clusters Score -2.407407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -24074082.000000 Penalty: 6022.951660
	Iteration 52Q: 3 clusters Score -2.407408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -24074086.000000 Penalty: 6022.951660
	Iteration 53Q: 3 clusters Score -2.407409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186772 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -24074110.000000 Penalty: 6022.951660
	Iteration 54Q: 3 clusters Score -2.407411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186781 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24074108.000000 Penalty: 6022.951660
	Iteration 55Q: 3 clusters Score -2.407411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186781 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24074098.000000 Penalty: 6022.951660
	Iteration 56Q: 3 clusters Score -2.40741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186785 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24074108.000000 Penalty: 6022.951660
	Iteration 57Q: 3 clusters Score -2.407411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186789 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -24074126.000000 Penalty: 6022.951660
	Iteration 58Q: 3 clusters Score -2.407413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186794 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -24074120.000000 Penalty: 6022.951660
	Iteration 59Q: 3 clusters Score -2.407412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186805 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24074130.000000 Penalty: 6022.951660
	Iteration 60F: 3 clusters Score -2.407413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -24074132.000000 Penalty: 6022.951660
	Iteration 61Q: 3 clusters Score -2.407413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186830 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24074144.000000 Penalty: 6022.951660
	Iteration 62Q: 3 clusters Score -2.407414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186836 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -24074166.000000 Penalty: 6022.951660
	Iteration 63Q: 3 clusters Score -2.407417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186840 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -24074156.000000 Penalty: 6022.951660
	Iteration 64Q: 3 clusters Score -2.407416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186844 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -24074150.000000 Penalty: 6022.951660
	Iteration 65Q: 3 clusters Score -2.407415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186849 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -24074162.000000 Penalty: 6022.951660
	Iteration 66Q: 3 clusters Score -2.407416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -24074166.000000 Penalty: 6022.951660
	Iteration 67Q: 3 clusters Score -2.407417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186856 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -24074172.000000 Penalty: 6022.951660
	Iteration 68Q: 3 clusters Score -2.407417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -24074178.000000 Penalty: 6022.951660
	Iteration 69Q: 3 clusters Score -2.407418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186854 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -24074178.000000 Penalty: 6022.951660
	Iteration 70Q: 3 clusters Score -2.407418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186854 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -24074180.000000 Penalty: 6022.951660
	Iteration 71Q: 3 clusters Score -2.407418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -24074182.000000 Penalty: 6022.951660
	Iteration 72Q: 3 clusters Score -2.407418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186855 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -24074182.000000 Penalty: 6022.951660
	Iteration 73F: 3 clusters Score -2.407418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -548205.375000 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -548205.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -544081.562500 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -544081.6 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -545035.375000 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -545035.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -545256.562500 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -545256.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -545418.250000 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -545418.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -545545.125000 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -545545.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -545678.375000 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -545678.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -545811.500000 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -545811.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -545962.125000 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -545962.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -546170.187500 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -546170.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -546440.187500 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -546440.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -546779.937500 Penalty: 4159.994141
	Iteration 10F: 3 clusters Score -546779.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -547177.937500 Penalty: 4159.994141
	Iteration 11F: 3 clusters Score -547177.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -547556.750000 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -547556.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -547815.062500 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -547815.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -547897.500000 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -547897.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -547925.250000 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -547925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -547934.625000 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -547934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -547940.000000 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -547940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -547941.125000 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -547941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -547942.187500 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -547942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -547943.375000 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -547943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -547943.937500 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -547943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -547943.937500 Penalty: 4159.994141
	Iteration 22F: 3 clusters Score -547943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (180972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180972 members 
Entering Unmasked Estep 
Score: -23245102.000000 Penalty: 3002.312012
	Iteration 0F: 2 clusters Score -2.32451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -23127496.000000 Penalty: 6004.624023
	Iteration 0F: 3 clusters Score -2.31275e+07 nChanged 86668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -23178320.000000 Penalty: 6004.624023
	Iteration 1F: 3 clusters Score -2.317832e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -23179570.000000 Penalty: 6004.624023
	Iteration 2Q: 3 clusters Score -2.317957e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 89827 members 
Entering Unmasked Estep 
Score: -23181364.000000 Penalty: 6004.624023
	Iteration 3Q: 3 clusters Score -2.318136e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 88963 members 
Entering Unmasked Estep 
Score: -23183888.000000 Penalty: 6004.624023
	Iteration 4Q: 3 clusters Score -2.318389e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -23187358.000000 Penalty: 6004.624023
	Iteration 5Q: 3 clusters Score -2.318736e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -23192040.000000 Penalty: 6004.624023
	Iteration 6F: 3 clusters Score -2.319204e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -23198958.000000 Penalty: 6004.624023
	Iteration 7F: 3 clusters Score -2.319896e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -23208236.000000 Penalty: 6004.624023
	Iteration 8F: 3 clusters Score -2.320824e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -23217082.000000 Penalty: 6004.624023
	Iteration 9F: 3 clusters Score -2.321708e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110939 members 
Mstep: Class 2 contains 70033 members 
Entering Unmasked Estep 
Score: -23222196.000000 Penalty: 6004.624023
	Iteration 10F: 3 clusters Score -2.32222e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -23224130.000000 Penalty: 6004.624023
	Iteration 11Q: 3 clusters Score -2.322413e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116333 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -23225102.000000 Penalty: 6004.624023
	Iteration 12Q: 3 clusters Score -2.32251e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -23225990.000000 Penalty: 6004.624023
	Iteration 13Q: 3 clusters Score -2.322599e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121433 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -23226754.000000 Penalty: 6004.624023
	Iteration 14Q: 3 clusters Score -2.322675e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -23227542.000000 Penalty: 6004.624023
	Iteration 15Q: 3 clusters Score -2.322754e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -23228216.000000 Penalty: 6004.624023
	Iteration 16Q: 3 clusters Score -2.322822e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129644 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -23229036.000000 Penalty: 6004.624023
	Iteration 17Q: 3 clusters Score -2.322904e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -23229964.000000 Penalty: 6004.624023
	Iteration 18Q: 3 clusters Score -2.322996e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -23230742.000000 Penalty: 6004.624023
	Iteration 19Q: 3 clusters Score -2.323074e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138090 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -23231582.000000 Penalty: 6004.624023
	Iteration 20F: 3 clusters Score -2.323158e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -23232362.000000 Penalty: 6004.624023
	Iteration 21Q: 3 clusters Score -2.323236e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -23233222.000000 Penalty: 6004.624023
	Iteration 22Q: 3 clusters Score -2.323322e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146397 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -23234218.000000 Penalty: 6004.624023
	Iteration 23Q: 3 clusters Score -2.323422e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149102 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -23235172.000000 Penalty: 6004.624023
	Iteration 24Q: 3 clusters Score -2.323517e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -23236224.000000 Penalty: 6004.624023
	Iteration 25Q: 3 clusters Score -2.323622e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154549 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -23237152.000000 Penalty: 6004.624023
	Iteration 26Q: 3 clusters Score -2.323715e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -23238066.000000 Penalty: 6004.624023
	Iteration 27Q: 3 clusters Score -2.323807e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -23239034.000000 Penalty: 6004.624023
	Iteration 28Q: 3 clusters Score -2.323903e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -23239892.000000 Penalty: 6004.624023
	Iteration 29Q: 3 clusters Score -2.323989e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164039 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -23240656.000000 Penalty: 6004.624023
	Iteration 30Q: 3 clusters Score -2.324066e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -23241176.000000 Penalty: 6004.624023
	Iteration 31Q: 3 clusters Score -2.324118e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167600 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -23241944.000000 Penalty: 6004.624023
	Iteration 32Q: 3 clusters Score -2.324194e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169182 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -23242538.000000 Penalty: 6004.624023
	Iteration 33Q: 3 clusters Score -2.324254e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -23242904.000000 Penalty: 6004.624023
	Iteration 34Q: 3 clusters Score -2.32429e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171829 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -23243180.000000 Penalty: 6004.624023
	Iteration 35Q: 3 clusters Score -2.324318e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -23243422.000000 Penalty: 6004.624023
	Iteration 36Q: 3 clusters Score -2.324342e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173753 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -23243556.000000 Penalty: 6004.624023
	Iteration 37Q: 3 clusters Score -2.324356e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174451 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -23243666.000000 Penalty: 6004.624023
	Iteration 38Q: 3 clusters Score -2.324367e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -23243776.000000 Penalty: 6004.624023
	Iteration 39Q: 3 clusters Score -2.324378e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175557 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -23243874.000000 Penalty: 6004.624023
	Iteration 40F: 3 clusters Score -2.324387e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176005 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -23243884.000000 Penalty: 6004.624023
	Iteration 41Q: 3 clusters Score -2.324388e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176394 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -23243996.000000 Penalty: 6004.624023
	Iteration 42Q: 3 clusters Score -2.3244e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176737 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -23243982.000000 Penalty: 6004.624023
	Iteration 43Q: 3 clusters Score -2.324398e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -23244024.000000 Penalty: 6004.624023
	Iteration 44Q: 3 clusters Score -2.324402e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177270 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 45Q: 3 clusters Score -2.324399e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -23244032.000000 Penalty: 6004.624023
	Iteration 46Q: 3 clusters Score -2.324403e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177632 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -23243990.000000 Penalty: 6004.624023
	Iteration 47Q: 3 clusters Score -2.324399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177753 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -23243970.000000 Penalty: 6004.624023
	Iteration 48Q: 3 clusters Score -2.324397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177865 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23244050.000000 Penalty: 6004.624023
	Iteration 49Q: 3 clusters Score -2.324405e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177952 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -23244030.000000 Penalty: 6004.624023
	Iteration 50Q: 3 clusters Score -2.324403e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -23244014.000000 Penalty: 6004.624023
	Iteration 51Q: 3 clusters Score -2.324401e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178073 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -23244004.000000 Penalty: 6004.624023
	Iteration 52Q: 3 clusters Score -2.3244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -23243986.000000 Penalty: 6004.624023
	Iteration 53Q: 3 clusters Score -2.324399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178136 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -23243982.000000 Penalty: 6004.624023
	Iteration 54Q: 3 clusters Score -2.324398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178161 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -23243968.000000 Penalty: 6004.624023
	Iteration 55Q: 3 clusters Score -2.324397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178182 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -23243994.000000 Penalty: 6004.624023
	Iteration 56Q: 3 clusters Score -2.324399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 57Q: 3 clusters Score -2.324399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178215 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -23243976.000000 Penalty: 6004.624023
	Iteration 58Q: 3 clusters Score -2.324398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -23243968.000000 Penalty: 6004.624023
	Iteration 59Q: 3 clusters Score -2.324397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -23243988.000000 Penalty: 6004.624023
	Iteration 60F: 3 clusters Score -2.324399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -23243978.000000 Penalty: 6004.624023
	Iteration 61Q: 3 clusters Score -2.324398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178280 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 62Q: 3 clusters Score -2.324399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 63Q: 3 clusters Score -2.324399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178290 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23243980.000000 Penalty: 6004.624023
	Iteration 64Q: 3 clusters Score -2.324398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178297 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 65Q: 3 clusters Score -2.324399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -23243988.000000 Penalty: 6004.624023
	Iteration 66Q: 3 clusters Score -2.324399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178308 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 67Q: 3 clusters Score -2.324399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -23244008.000000 Penalty: 6004.624023
	Iteration 68Q: 3 clusters Score -2.324401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178315 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -23244004.000000 Penalty: 6004.624023
	Iteration 69Q: 3 clusters Score -2.3244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -23244002.000000 Penalty: 6004.624023
	Iteration 70Q: 3 clusters Score -2.3244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -23244004.000000 Penalty: 6004.624023
	Iteration 71Q: 3 clusters Score -2.3244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23243986.000000 Penalty: 6004.624023
	Iteration 72Q: 3 clusters Score -2.324399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178330 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -23243994.000000 Penalty: 6004.624023
	Iteration 73Q: 3 clusters Score -2.324399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 74Q: 3 clusters Score -2.324399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178334 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -23243994.000000 Penalty: 6004.624023
	Iteration 75Q: 3 clusters Score -2.324399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178338 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -23243986.000000 Penalty: 6004.624023
	Iteration 76Q: 3 clusters Score -2.324399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23243970.000000 Penalty: 6004.624023
	Iteration 77Q: 3 clusters Score -2.324397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23243994.000000 Penalty: 6004.624023
	Iteration 78Q: 3 clusters Score -2.324399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178344 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -23243992.000000 Penalty: 6004.624023
	Iteration 79Q: 3 clusters Score -2.324399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -23243980.000000 Penalty: 6004.624023
	Iteration 80F: 3 clusters Score -2.324398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -23243968.000000 Penalty: 6004.624023
	Iteration 81Q: 3 clusters Score -2.324397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178348 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23243984.000000 Penalty: 6004.624023
	Iteration 82Q: 3 clusters Score -2.324398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178351 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -23243986.000000 Penalty: 6004.624023
	Iteration 83Q: 3 clusters Score -2.324399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23243984.000000 Penalty: 6004.624023
	Iteration 84Q: 3 clusters Score -2.324398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -23243966.000000 Penalty: 6004.624023
	Iteration 85Q: 3 clusters Score -2.324397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -23243972.000000 Penalty: 6004.624023
	Iteration 86Q: 3 clusters Score -2.324397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23243964.000000 Penalty: 6004.624023
	Iteration 87Q: 3 clusters Score -2.324396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -23243982.000000 Penalty: 6004.624023
	Iteration 88Q: 3 clusters Score -2.324398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -23243964.000000 Penalty: 6004.624023
	Iteration 89Q: 3 clusters Score -2.324396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178408 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23243954.000000 Penalty: 6004.624023
	Iteration 90Q: 3 clusters Score -2.324395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23243958.000000 Penalty: 6004.624023
	Iteration 91Q: 3 clusters Score -2.324396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178438 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23243974.000000 Penalty: 6004.624023
	Iteration 92Q: 3 clusters Score -2.324397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178455 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -23243980.000000 Penalty: 6004.624023
	Iteration 93Q: 3 clusters Score -2.324398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178464 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -23243970.000000 Penalty: 6004.624023
	Iteration 94Q: 3 clusters Score -2.324397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178476 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -23243978.000000 Penalty: 6004.624023
	Iteration 95Q: 3 clusters Score -2.324398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178484 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -23243970.000000 Penalty: 6004.624023
	Iteration 96Q: 3 clusters Score -2.324397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -23243968.000000 Penalty: 6004.624023
	Iteration 97Q: 3 clusters Score -2.324397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23243990.000000 Penalty: 6004.624023
	Iteration 98Q: 3 clusters Score -2.324399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178499 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -23243964.000000 Penalty: 6004.624023
	Iteration 99Q: 3 clusters Score -2.324396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -23243978.000000 Penalty: 6004.624023
	Iteration 100F: 3 clusters Score -2.324398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178504 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23243980.000000 Penalty: 6004.624023
	Iteration 101Q: 3 clusters Score -2.324398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -23243980.000000 Penalty: 6004.624023
	Iteration 102Q: 3 clusters Score -2.324398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178507 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23243974.000000 Penalty: 6004.624023
	Iteration 103Q: 3 clusters Score -2.324397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178507 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23243974.000000 Penalty: 6004.624023
	Iteration 104F: 3 clusters Score -2.324397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223489 members 
Entering Unmasked Estep 
Score: -28534628.000000 Penalty: 3054.645264
	Iteration 0F: 2 clusters Score -2.853463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -28392462.000000 Penalty: 6109.290527
	Iteration 0F: 3 clusters Score -2.839246e+07 nChanged 107356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -28455160.000000 Penalty: 6109.290527
	Iteration 1F: 3 clusters Score -2.845516e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120099 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -28456438.000000 Penalty: 6109.290527
	Iteration 2Q: 3 clusters Score -2.845644e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -28458122.000000 Penalty: 6109.290527
	Iteration 3Q: 3 clusters Score -2.845812e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -28461282.000000 Penalty: 6109.290527
	Iteration 4Q: 3 clusters Score -2.846128e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -28467318.000000 Penalty: 6109.290527
	Iteration 5F: 3 clusters Score -2.846732e+07 nChanged 17260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -28479190.000000 Penalty: 6109.290527
	Iteration 6F: 3 clusters Score -2.847919e+07 nChanged 21626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183802 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -28498006.000000 Penalty: 6109.290527
	Iteration 7F: 3 clusters Score -2.849801e+07 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204978 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -28517258.000000 Penalty: 6109.290527
	Iteration 8F: 3 clusters Score -2.851726e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217773 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -28527624.000000 Penalty: 6109.290527
	Iteration 9F: 3 clusters Score -2.852762e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222165 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -28530910.000000 Penalty: 6109.290527
	Iteration 10Q: 3 clusters Score -2.853091e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223122 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28531580.000000 Penalty: 6109.290527
	Iteration 11Q: 3 clusters Score -2.853158e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223278 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28531790.000000 Penalty: 6109.290527
	Iteration 12Q: 3 clusters Score -2.853179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223305 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28531858.000000 Penalty: 6109.290527
	Iteration 13Q: 3 clusters Score -2.853186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223318 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28531888.000000 Penalty: 6109.290527
	Iteration 14Q: 3 clusters Score -2.853189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223322 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28531912.000000 Penalty: 6109.290527
	Iteration 15Q: 3 clusters Score -2.853191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223325 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28531924.000000 Penalty: 6109.290527
	Iteration 16Q: 3 clusters Score -2.853192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223326 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28531912.000000 Penalty: 6109.290527
	Iteration 17Q: 3 clusters Score -2.853191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223327 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28531914.000000 Penalty: 6109.290527
	Iteration 18Q: 3 clusters Score -2.853191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223327 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28531914.000000 Penalty: 6109.290527
	Iteration 19F: 3 clusters Score -2.853191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Entering Unmasked Estep 
Score: -7975105.500000 Penalty: 2745.033203
	Iteration 0F: 2 clusters Score -7975106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -7932099.000000 Penalty: 5490.066406
	Iteration 0F: 3 clusters Score -7932099 nChanged 29895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7948450.500000 Penalty: 5490.066406
	Iteration 1F: 3 clusters Score -7948450 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -7948956.000000 Penalty: 5490.066406
	Iteration 2Q: 3 clusters Score -7948956 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -7949411.000000 Penalty: 5490.066406
	Iteration 3Q: 3 clusters Score -7949411 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -7949879.500000 Penalty: 5490.066406
	Iteration 4Q: 3 clusters Score -7949880 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -7950512.500000 Penalty: 5490.066406
	Iteration 5Q: 3 clusters Score -7950512 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -7951388.000000 Penalty: 5490.066406
	Iteration 6Q: 3 clusters Score -7951388 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -7952967.500000 Penalty: 5490.066406
	Iteration 7Q: 3 clusters Score -7952968 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -7955590.000000 Penalty: 5490.066406
	Iteration 8F: 3 clusters Score -7955590 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -7959762.500000 Penalty: 5490.066406
	Iteration 9F: 3 clusters Score -7959762 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -7965153.000000 Penalty: 5490.066406
	Iteration 10F: 3 clusters Score -7965153 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7969497.000000 Penalty: 5490.066406
	Iteration 11F: 3 clusters Score -7969497 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7971591.500000 Penalty: 5490.066406
	Iteration 12Q: 3 clusters Score -7971592 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7972262.000000 Penalty: 5490.066406
	Iteration 13Q: 3 clusters Score -7972262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7972431.500000 Penalty: 5490.066406
	Iteration 14Q: 3 clusters Score -7972432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7972520.000000 Penalty: 5490.066406
	Iteration 15Q: 3 clusters Score -7972520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7972573.000000 Penalty: 5490.066406
	Iteration 16Q: 3 clusters Score -7972573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7972608.500000 Penalty: 5490.066406
	Iteration 17Q: 3 clusters Score -7972608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7972631.000000 Penalty: 5490.066406
	Iteration 18Q: 3 clusters Score -7972631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7972631.500000 Penalty: 5490.066406
	Iteration 19Q: 3 clusters Score -7972632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7972636.000000 Penalty: 5490.066406
	Iteration 20F: 3 clusters Score -7972636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7972646.500000 Penalty: 5490.066406
	Iteration 21Q: 3 clusters Score -7972646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7972648.500000 Penalty: 5490.066406
	Iteration 22Q: 3 clusters Score -7972648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7972652.500000 Penalty: 5490.066406
	Iteration 23Q: 3 clusters Score -7972652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7972659.500000 Penalty: 5490.066406
	Iteration 24Q: 3 clusters Score -7972660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7972657.500000 Penalty: 5490.066406
	Iteration 25Q: 3 clusters Score -7972658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7972661.000000 Penalty: 5490.066406
	Iteration 26Q: 3 clusters Score -7972661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7972661.000000 Penalty: 5490.066406
	Iteration 27F: 3 clusters Score -7972661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (184815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184815 members 
Entering Unmasked Estep 
Score: -23648816.000000 Penalty: 3007.523438
	Iteration 0F: 2 clusters Score -2.364882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -23528414.000000 Penalty: 6015.046875
	Iteration 0F: 3 clusters Score -2.352841e+07 nChanged 88578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 93161 members 
Entering Unmasked Estep 
Score: -23579794.000000 Penalty: 6015.046875
	Iteration 1F: 3 clusters Score -2.357979e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -23580956.000000 Penalty: 6015.046875
	Iteration 2Q: 3 clusters Score -2.358096e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -23582624.000000 Penalty: 6015.046875
	Iteration 3Q: 3 clusters Score -2.358262e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 94424 members 
Entering Unmasked Estep 
Score: -23584940.000000 Penalty: 6015.046875
	Iteration 4Q: 3 clusters Score -2.358494e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -23588434.000000 Penalty: 6015.046875
	Iteration 5Q: 3 clusters Score -2.358843e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -23593254.000000 Penalty: 6015.046875
	Iteration 6Q: 3 clusters Score -2.359325e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88480 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -23599490.000000 Penalty: 6015.046875
	Iteration 7F: 3 clusters Score -2.359949e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -23607254.000000 Penalty: 6015.046875
	Iteration 8F: 3 clusters Score -2.360725e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -23614806.000000 Penalty: 6015.046875
	Iteration 9F: 3 clusters Score -2.361481e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -23619668.000000 Penalty: 6015.046875
	Iteration 10F: 3 clusters Score -2.361967e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -23621524.000000 Penalty: 6015.046875
	Iteration 11Q: 3 clusters Score -2.362152e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -23622060.000000 Penalty: 6015.046875
	Iteration 12Q: 3 clusters Score -2.362206e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91290 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -23622158.000000 Penalty: 6015.046875
	Iteration 13Q: 3 clusters Score -2.362216e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -23622368.000000 Penalty: 6015.046875
	Iteration 14Q: 3 clusters Score -2.362237e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -23622422.000000 Penalty: 6015.046875
	Iteration 15Q: 3 clusters Score -2.362242e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 91188 members 
Entering Unmasked Estep 
Score: -23622600.000000 Penalty: 6015.046875
	Iteration 16Q: 3 clusters Score -2.36226e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -23622792.000000 Penalty: 6015.046875
	Iteration 17Q: 3 clusters Score -2.362279e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -23622968.000000 Penalty: 6015.046875
	Iteration 18Q: 3 clusters Score -2.362297e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -23622890.000000 Penalty: 6015.046875
	Iteration 19Q: 3 clusters Score -2.362289e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97801 members 
Mstep: Class 2 contains 87014 members 
Entering Unmasked Estep 
Score: -23623134.000000 Penalty: 6015.046875
	Iteration 20F: 3 clusters Score -2.362313e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -23623326.000000 Penalty: 6015.046875
	Iteration 21Q: 3 clusters Score -2.362333e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -23623514.000000 Penalty: 6015.046875
	Iteration 22Q: 3 clusters Score -2.362351e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -23623710.000000 Penalty: 6015.046875
	Iteration 23Q: 3 clusters Score -2.362371e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -23623864.000000 Penalty: 6015.046875
	Iteration 24Q: 3 clusters Score -2.362386e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -23624112.000000 Penalty: 6015.046875
	Iteration 25Q: 3 clusters Score -2.362411e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106656 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -23624348.000000 Penalty: 6015.046875
	Iteration 26Q: 3 clusters Score -2.362435e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -23624608.000000 Penalty: 6015.046875
	Iteration 27Q: 3 clusters Score -2.362461e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -23624894.000000 Penalty: 6015.046875
	Iteration 28Q: 3 clusters Score -2.362489e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113138 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -23625594.000000 Penalty: 6015.046875
	Iteration 29Q: 3 clusters Score -2.362559e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115767 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -23626282.000000 Penalty: 6015.046875
	Iteration 30Q: 3 clusters Score -2.362628e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118675 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -23627246.000000 Penalty: 6015.046875
	Iteration 31Q: 3 clusters Score -2.362725e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121729 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -23628276.000000 Penalty: 6015.046875
	Iteration 32Q: 3 clusters Score -2.362828e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -23629402.000000 Penalty: 6015.046875
	Iteration 33Q: 3 clusters Score -2.36294e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128173 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -23630408.000000 Penalty: 6015.046875
	Iteration 34Q: 3 clusters Score -2.363041e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -23631594.000000 Penalty: 6015.046875
	Iteration 35Q: 3 clusters Score -2.363159e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134649 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -23632738.000000 Penalty: 6015.046875
	Iteration 36Q: 3 clusters Score -2.363274e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -23633684.000000 Penalty: 6015.046875
	Iteration 37Q: 3 clusters Score -2.363368e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -23634798.000000 Penalty: 6015.046875
	Iteration 38Q: 3 clusters Score -2.36348e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -23635874.000000 Penalty: 6015.046875
	Iteration 39Q: 3 clusters Score -2.363587e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146882 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -23636878.000000 Penalty: 6015.046875
	Iteration 40F: 3 clusters Score -2.363688e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -23637848.000000 Penalty: 6015.046875
	Iteration 41Q: 3 clusters Score -2.363785e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -23638908.000000 Penalty: 6015.046875
	Iteration 42Q: 3 clusters Score -2.363891e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155405 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -23640036.000000 Penalty: 6015.046875
	Iteration 43Q: 3 clusters Score -2.364004e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -23641022.000000 Penalty: 6015.046875
	Iteration 44Q: 3 clusters Score -2.364102e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -23641952.000000 Penalty: 6015.046875
	Iteration 45Q: 3 clusters Score -2.364195e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -23642754.000000 Penalty: 6015.046875
	Iteration 46Q: 3 clusters Score -2.364275e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -23643486.000000 Penalty: 6015.046875
	Iteration 47Q: 3 clusters Score -2.364349e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166963 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -23644248.000000 Penalty: 6015.046875
	Iteration 48Q: 3 clusters Score -2.364425e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168848 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -23644928.000000 Penalty: 6015.046875
	Iteration 49Q: 3 clusters Score -2.364493e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170556 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -23645566.000000 Penalty: 6015.046875
	Iteration 50Q: 3 clusters Score -2.364557e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172100 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -23646054.000000 Penalty: 6015.046875
	Iteration 51Q: 3 clusters Score -2.364605e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -23646318.000000 Penalty: 6015.046875
	Iteration 52Q: 3 clusters Score -2.364632e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174662 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -23646756.000000 Penalty: 6015.046875
	Iteration 53Q: 3 clusters Score -2.364676e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -23647046.000000 Penalty: 6015.046875
	Iteration 54Q: 3 clusters Score -2.364705e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -23647298.000000 Penalty: 6015.046875
	Iteration 55Q: 3 clusters Score -2.36473e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -23647438.000000 Penalty: 6015.046875
	Iteration 56Q: 3 clusters Score -2.364744e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178080 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -23647472.000000 Penalty: 6015.046875
	Iteration 57Q: 3 clusters Score -2.364747e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178648 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -23647604.000000 Penalty: 6015.046875
	Iteration 58Q: 3 clusters Score -2.36476e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -23647580.000000 Penalty: 6015.046875
	Iteration 59Q: 3 clusters Score -2.364758e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179460 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -23647592.000000 Penalty: 6015.046875
	Iteration 60F: 3 clusters Score -2.364759e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179775 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -23647624.000000 Penalty: 6015.046875
	Iteration 61Q: 3 clusters Score -2.364762e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -23647596.000000 Penalty: 6015.046875
	Iteration 62Q: 3 clusters Score -2.36476e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180303 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -23647608.000000 Penalty: 6015.046875
	Iteration 63Q: 3 clusters Score -2.364761e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -23647616.000000 Penalty: 6015.046875
	Iteration 64Q: 3 clusters Score -2.364762e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -23647644.000000 Penalty: 6015.046875
	Iteration 65Q: 3 clusters Score -2.364764e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180880 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -23647710.000000 Penalty: 6015.046875
	Iteration 66Q: 3 clusters Score -2.364771e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181024 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -23647748.000000 Penalty: 6015.046875
	Iteration 67Q: 3 clusters Score -2.364775e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181137 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -23647704.000000 Penalty: 6015.046875
	Iteration 68Q: 3 clusters Score -2.36477e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181232 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -23647730.000000 Penalty: 6015.046875
	Iteration 69Q: 3 clusters Score -2.364773e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181327 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -23647732.000000 Penalty: 6015.046875
	Iteration 70Q: 3 clusters Score -2.364773e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -23647734.000000 Penalty: 6015.046875
	Iteration 71Q: 3 clusters Score -2.364773e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181488 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -23647776.000000 Penalty: 6015.046875
	Iteration 72Q: 3 clusters Score -2.364778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181547 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -23647764.000000 Penalty: 6015.046875
	Iteration 73Q: 3 clusters Score -2.364776e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -23647782.000000 Penalty: 6015.046875
	Iteration 74Q: 3 clusters Score -2.364778e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -23647778.000000 Penalty: 6015.046875
	Iteration 75Q: 3 clusters Score -2.364778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181712 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -23647782.000000 Penalty: 6015.046875
	Iteration 76Q: 3 clusters Score -2.364778e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181761 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -23647746.000000 Penalty: 6015.046875
	Iteration 77Q: 3 clusters Score -2.364775e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181804 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23647772.000000 Penalty: 6015.046875
	Iteration 78Q: 3 clusters Score -2.364777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181843 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -23647782.000000 Penalty: 6015.046875
	Iteration 79Q: 3 clusters Score -2.364778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -23647800.000000 Penalty: 6015.046875
	Iteration 80F: 3 clusters Score -2.36478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181883 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -23647784.000000 Penalty: 6015.046875
	Iteration 81Q: 3 clusters Score -2.364778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181893 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -23647796.000000 Penalty: 6015.046875
	Iteration 82Q: 3 clusters Score -2.36478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181903 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -23647786.000000 Penalty: 6015.046875
	Iteration 83Q: 3 clusters Score -2.364779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181910 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -23647816.000000 Penalty: 6015.046875
	Iteration 84Q: 3 clusters Score -2.364782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -23647820.000000 Penalty: 6015.046875
	Iteration 85Q: 3 clusters Score -2.364782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23647826.000000 Penalty: 6015.046875
	Iteration 86Q: 3 clusters Score -2.364783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -23647826.000000 Penalty: 6015.046875
	Iteration 87F: 3 clusters Score -2.364783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -262083.031250 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -262083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -259372.859375 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -259372.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259887.953125 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -259888 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -259997.953125 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -259998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -260065.234375 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -260065.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -260115.062500 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -260115.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -260166.781250 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -260166.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -260206.687500 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -260206.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -260229.984375 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -260230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260238.703125 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -260238.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260246.765625 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -260246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -260251.609375 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -260251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -260257.140625 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -260257.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -260261.578125 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -260261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -260267.062500 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -260267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -260272.171875 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -260272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -260275.218750 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -260275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -260277.078125 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -260277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -260280.796875 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -260280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -260283.312500 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -260283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -260283.312500 Penalty: 3817.771973
	Iteration 19F: 3 clusters Score -260283.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 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 257 members 
Entering Unmasked Estep 
Score: -52121.542969 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52121.54 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52648.570312 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52648.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52908.136719 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52908.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53061.281250 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -53061.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53144.929688 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53144.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53192.187500 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53192.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53213.652344 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53213.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -53244.132812 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53244.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -53250.710938 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53250.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -53262.382812 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53262.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53267.031250 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53267.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53280.917969 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53280.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53289.777344 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53289.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53293.835938 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53293.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53295.691406 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -53295.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -53295.691406 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -53295.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Entering Unmasked Estep 
Score: -6642997.500000 Penalty: 2690.707764
	Iteration 0F: 2 clusters Score -6642998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -6608257.000000 Penalty: 5381.415527
	Iteration 0F: 3 clusters Score -6608257 nChanged 23857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -6621646.500000 Penalty: 5381.415527
	Iteration 1F: 3 clusters Score -6621646 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -6622233.500000 Penalty: 5381.415527
	Iteration 2Q: 3 clusters Score -6622234 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6622784.500000 Penalty: 5381.415527
	Iteration 3Q: 3 clusters Score -6622784 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -6623487.500000 Penalty: 5381.415527
	Iteration 4Q: 3 clusters Score -6623488 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -6624398.000000 Penalty: 5381.415527
	Iteration 5Q: 3 clusters Score -6624398 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -6625628.500000 Penalty: 5381.415527
	Iteration 6Q: 3 clusters Score -6625628 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -6627190.000000 Penalty: 5381.415527
	Iteration 7Q: 3 clusters Score -6627190 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -6629147.000000 Penalty: 5381.415527
	Iteration 8F: 3 clusters Score -6629147 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -6631312.500000 Penalty: 5381.415527
	Iteration 9F: 3 clusters Score -6631312 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -6633655.500000 Penalty: 5381.415527
	Iteration 10F: 3 clusters Score -6633656 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -6635716.500000 Penalty: 5381.415527
	Iteration 11F: 3 clusters Score -6635716 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6637291.000000 Penalty: 5381.415527
	Iteration 12Q: 3 clusters Score -6637291 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6638470.500000 Penalty: 5381.415527
	Iteration 13Q: 3 clusters Score -6638470 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6639172.500000 Penalty: 5381.415527
	Iteration 14Q: 3 clusters Score -6639172 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6639688.500000 Penalty: 5381.415527
	Iteration 15Q: 3 clusters Score -6639688 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6639998.500000 Penalty: 5381.415527
	Iteration 16Q: 3 clusters Score -6639998 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6640225.000000 Penalty: 5381.415527
	Iteration 17Q: 3 clusters Score -6640225 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6640367.000000 Penalty: 5381.415527
	Iteration 18Q: 3 clusters Score -6640367 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6640456.500000 Penalty: 5381.415527
	Iteration 19Q: 3 clusters Score -6640456 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6640534.500000 Penalty: 5381.415527
	Iteration 20F: 3 clusters Score -6640534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6640583.000000 Penalty: 5381.415527
	Iteration 21Q: 3 clusters Score -6640583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6640613.000000 Penalty: 5381.415527
	Iteration 22Q: 3 clusters Score -6640613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6640630.500000 Penalty: 5381.415527
	Iteration 23Q: 3 clusters Score -6640630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6640649.500000 Penalty: 5381.415527
	Iteration 24Q: 3 clusters Score -6640650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6640661.000000 Penalty: 5381.415527
	Iteration 25Q: 3 clusters Score -6640661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6640669.000000 Penalty: 5381.415527
	Iteration 26Q: 3 clusters Score -6640669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6640687.000000 Penalty: 5381.415527
	Iteration 27Q: 3 clusters Score -6640687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6640697.500000 Penalty: 5381.415527
	Iteration 28Q: 3 clusters Score -6640698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6640714.000000 Penalty: 5381.415527
	Iteration 29Q: 3 clusters Score -6640714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6640716.500000 Penalty: 5381.415527
	Iteration 30Q: 3 clusters Score -6640716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6640724.000000 Penalty: 5381.415527
	Iteration 31Q: 3 clusters Score -6640724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6640723.500000 Penalty: 5381.415527
	Iteration 32Q: 3 clusters Score -6640724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6640725.500000 Penalty: 5381.415527
	Iteration 33Q: 3 clusters Score -6640726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6640722.000000 Penalty: 5381.415527
	Iteration 34Q: 3 clusters Score -6640722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6640739.000000 Penalty: 5381.415527
	Iteration 35Q: 3 clusters Score -6640739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6640743.500000 Penalty: 5381.415527
	Iteration 36Q: 3 clusters Score -6640744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6640746.500000 Penalty: 5381.415527
	Iteration 37Q: 3 clusters Score -6640746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6640753.500000 Penalty: 5381.415527
	Iteration 38Q: 3 clusters Score -6640754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6640753.500000 Penalty: 5381.415527
	Iteration 39Q: 3 clusters Score -6640754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6640755.500000 Penalty: 5381.415527
	Iteration 40F: 3 clusters Score -6640756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6640754.000000 Penalty: 5381.415527
	Iteration 41Q: 3 clusters Score -6640754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6640755.000000 Penalty: 5381.415527
	Iteration 42Q: 3 clusters Score -6640755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6640761.000000 Penalty: 5381.415527
	Iteration 43Q: 3 clusters Score -6640761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6640767.500000 Penalty: 5381.415527
	Iteration 44Q: 3 clusters Score -6640768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6640768.500000 Penalty: 5381.415527
	Iteration 45Q: 3 clusters Score -6640768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6640773.000000 Penalty: 5381.415527
	Iteration 46Q: 3 clusters Score -6640773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6640770.000000 Penalty: 5381.415527
	Iteration 47Q: 3 clusters Score -6640770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6640777.000000 Penalty: 5381.415527
	Iteration 48Q: 3 clusters Score -6640777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6640778.500000 Penalty: 5381.415527
	Iteration 49Q: 3 clusters Score -6640778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6640778.500000 Penalty: 5381.415527
	Iteration 50F: 3 clusters Score -6640778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (64401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Entering Unmasked Estep 
Score: -8297027.000000 Penalty: 2746.075439
	Iteration 0F: 2 clusters Score -8297027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -8253869.500000 Penalty: 5492.150879
	Iteration 0F: 3 clusters Score -8253870 nChanged 30090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8270594.000000 Penalty: 5492.150879
	Iteration 1F: 3 clusters Score -8270594 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -8271115.500000 Penalty: 5492.150879
	Iteration 2Q: 3 clusters Score -8271116 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -8271695.000000 Penalty: 5492.150879
	Iteration 3Q: 3 clusters Score -8271695 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -8272285.000000 Penalty: 5492.150879
	Iteration 4Q: 3 clusters Score -8272285 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -8272913.000000 Penalty: 5492.150879
	Iteration 5Q: 3 clusters Score -8272913 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8273719.000000 Penalty: 5492.150879
	Iteration 6Q: 3 clusters Score -8273719 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -8274598.000000 Penalty: 5492.150879
	Iteration 7Q: 3 clusters Score -8274598 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8275724.500000 Penalty: 5492.150879
	Iteration 8Q: 3 clusters Score -8275724 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8276951.000000 Penalty: 5492.150879
	Iteration 9Q: 3 clusters Score -8276951 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -8278266.000000 Penalty: 5492.150879
	Iteration 10Q: 3 clusters Score -8278266 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -8279821.500000 Penalty: 5492.150879
	Iteration 11Q: 3 clusters Score -8279822 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8281816.000000 Penalty: 5492.150879
	Iteration 12Q: 3 clusters Score -8281816 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -8284434.500000 Penalty: 5492.150879
	Iteration 13F: 3 clusters Score -8284434 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -8287252.500000 Penalty: 5492.150879
	Iteration 14Q: 3 clusters Score -8287252 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -8289158.500000 Penalty: 5492.150879
	Iteration 15Q: 3 clusters Score -8289158 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -8290276.500000 Penalty: 5492.150879
	Iteration 16Q: 3 clusters Score -8290276 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -8291055.000000 Penalty: 5492.150879
	Iteration 17Q: 3 clusters Score -8291055 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -8291785.500000 Penalty: 5492.150879
	Iteration 18Q: 3 clusters Score -8291786 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8292304.000000 Penalty: 5492.150879
	Iteration 19Q: 3 clusters Score -8292304 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -8292716.500000 Penalty: 5492.150879
	Iteration 20F: 3 clusters Score -8292716 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -8293065.500000 Penalty: 5492.150879
	Iteration 21Q: 3 clusters Score -8293066 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -8293224.500000 Penalty: 5492.150879
	Iteration 22Q: 3 clusters Score -8293224 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -8293327.000000 Penalty: 5492.150879
	Iteration 23Q: 3 clusters Score -8293327 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -8293395.000000 Penalty: 5492.150879
	Iteration 24Q: 3 clusters Score -8293395 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8293435.500000 Penalty: 5492.150879
	Iteration 25Q: 3 clusters Score -8293436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -8293469.500000 Penalty: 5492.150879
	Iteration 26Q: 3 clusters Score -8293470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -8293460.500000 Penalty: 5492.150879
	Iteration 27Q: 3 clusters Score -8293460 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -8293442.000000 Penalty: 5492.150879
	Iteration 28Q: 3 clusters Score -8293442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8293454.500000 Penalty: 5492.150879
	Iteration 29Q: 3 clusters Score -8293454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8293471.000000 Penalty: 5492.150879
	Iteration 30Q: 3 clusters Score -8293471 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -8293461.000000 Penalty: 5492.150879
	Iteration 31Q: 3 clusters Score -8293461 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -8293457.500000 Penalty: 5492.150879
	Iteration 32Q: 3 clusters Score -8293458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8293454.500000 Penalty: 5492.150879
	Iteration 33Q: 3 clusters Score -8293454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -8293454.000000 Penalty: 5492.150879
	Iteration 34Q: 3 clusters Score -8293454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -8293455.500000 Penalty: 5492.150879
	Iteration 35Q: 3 clusters Score -8293456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8293461.000000 Penalty: 5492.150879
	Iteration 36Q: 3 clusters Score -8293461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -8293464.000000 Penalty: 5492.150879
	Iteration 37Q: 3 clusters Score -8293464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -8293470.500000 Penalty: 5492.150879
	Iteration 38Q: 3 clusters Score -8293470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -8293465.000000 Penalty: 5492.150879
	Iteration 39Q: 3 clusters Score -8293465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -8293465.000000 Penalty: 5492.150879
	Iteration 40F: 3 clusters Score -8293465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8293465.500000 Penalty: 5492.150879
	Iteration 41Q: 3 clusters Score -8293466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -8293467.000000 Penalty: 5492.150879
	Iteration 42Q: 3 clusters Score -8293467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -8293465.000000 Penalty: 5492.150879
	Iteration 43Q: 3 clusters Score -8293465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -8293463.000000 Penalty: 5492.150879
	Iteration 44Q: 3 clusters Score -8293463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -8293454.500000 Penalty: 5492.150879
	Iteration 45Q: 3 clusters Score -8293454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -8293460.500000 Penalty: 5492.150879
	Iteration 46Q: 3 clusters Score -8293460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -8293455.000000 Penalty: 5492.150879
	Iteration 47Q: 3 clusters Score -8293455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -8293457.000000 Penalty: 5492.150879
	Iteration 48Q: 3 clusters Score -8293457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -8293456.500000 Penalty: 5492.150879
	Iteration 49Q: 3 clusters Score -8293456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -8293460.000000 Penalty: 5492.150879
	Iteration 50Q: 3 clusters Score -8293460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8293464.500000 Penalty: 5492.150879
	Iteration 51Q: 3 clusters Score -8293464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -8293462.500000 Penalty: 5492.150879
	Iteration 52Q: 3 clusters Score -8293462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8293462.000000 Penalty: 5492.150879
	Iteration 53Q: 3 clusters Score -8293462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8293454.500000 Penalty: 5492.150879
	Iteration 54Q: 3 clusters Score -8293454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8293454.500000 Penalty: 5492.150879
	Iteration 55F: 3 clusters Score -8293454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Entering Unmasked Estep 
Score: -1920666.375000 Penalty: 2384.571045
	Iteration 0F: 2 clusters Score -1920666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1909789.000000 Penalty: 4769.142090
	Iteration 0F: 3 clusters Score -1909789 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1913123.750000 Penalty: 4769.142090
	Iteration 1F: 3 clusters Score -1913124 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1913507.125000 Penalty: 4769.142090
	Iteration 2F: 3 clusters Score -1913507 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1913880.125000 Penalty: 4769.142090
	Iteration 3F: 3 clusters Score -1913880 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1914286.500000 Penalty: 4769.142090
	Iteration 4F: 3 clusters Score -1914286 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1914804.375000 Penalty: 4769.142090
	Iteration 5F: 3 clusters Score -1914804 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1915441.625000 Penalty: 4769.142090
	Iteration 6F: 3 clusters Score -1915442 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1916238.000000 Penalty: 4769.142090
	Iteration 7F: 3 clusters Score -1916238 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1916968.250000 Penalty: 4769.142090
	Iteration 8F: 3 clusters Score -1916968 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1917580.375000 Penalty: 4769.142090
	Iteration 9Q: 3 clusters Score -1917580 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1918007.000000 Penalty: 4769.142090
	Iteration 10Q: 3 clusters Score -1918007 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1918267.000000 Penalty: 4769.142090
	Iteration 11Q: 3 clusters Score -1918267 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1918414.000000 Penalty: 4769.142090
	Iteration 12Q: 3 clusters Score -1918414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1918488.375000 Penalty: 4769.142090
	Iteration 13Q: 3 clusters Score -1918488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1918523.875000 Penalty: 4769.142090
	Iteration 14Q: 3 clusters Score -1918524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1918534.000000 Penalty: 4769.142090
	Iteration 15Q: 3 clusters Score -1918534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1918550.375000 Penalty: 4769.142090
	Iteration 16Q: 3 clusters Score -1918550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1918561.375000 Penalty: 4769.142090
	Iteration 17Q: 3 clusters Score -1918561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1918569.875000 Penalty: 4769.142090
	Iteration 18Q: 3 clusters Score -1918570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1918576.000000 Penalty: 4769.142090
	Iteration 19Q: 3 clusters Score -1918576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1918578.875000 Penalty: 4769.142090
	Iteration 20F: 3 clusters Score -1918579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1918586.250000 Penalty: 4769.142090
	Iteration 21Q: 3 clusters Score -1918586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1918586.750000 Penalty: 4769.142090
	Iteration 22Q: 3 clusters Score -1918587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1918588.375000 Penalty: 4769.142090
	Iteration 23Q: 3 clusters Score -1918588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1918588.375000 Penalty: 4769.142090
	Iteration 24F: 3 clusters Score -1918588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (204552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204552 members 
Entering Unmasked Estep 
Score: -26288876.000000 Penalty: 3032.687256
	Iteration 0F: 2 clusters Score -2.628888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -26157348.000000 Penalty: 6065.374512
	Iteration 0F: 3 clusters Score -2.615735e+07 nChanged 98234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -26214780.000000 Penalty: 6065.374512
	Iteration 1F: 3 clusters Score -2.621478e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -26215914.000000 Penalty: 6065.374512
	Iteration 2Q: 3 clusters Score -2.621591e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 114429 members 
Entering Unmasked Estep 
Score: -26217812.000000 Penalty: 6065.374512
	Iteration 3Q: 3 clusters Score -2.621781e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -26221018.000000 Penalty: 6065.374512
	Iteration 4Q: 3 clusters Score -2.622102e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 131052 members 
Entering Unmasked Estep 
Score: -26226640.000000 Penalty: 6065.374512
	Iteration 5F: 3 clusters Score -2.622664e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -26236992.000000 Penalty: 6065.374512
	Iteration 6F: 3 clusters Score -2.623699e+07 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -26251990.000000 Penalty: 6065.374512
	Iteration 7F: 3 clusters Score -2.625199e+07 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 177926 members 
Entering Unmasked Estep 
Score: -26268146.000000 Penalty: 6065.374512
	Iteration 8F: 3 clusters Score -2.626815e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 190053 members 
Entering Unmasked Estep 
Score: -26278216.000000 Penalty: 6065.374512
	Iteration 9F: 3 clusters Score -2.627822e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 196651 members 
Entering Unmasked Estep 
Score: -26283250.000000 Penalty: 6065.374512
	Iteration 10Q: 3 clusters Score -2.628325e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 199447 members 
Entering Unmasked Estep 
Score: -26285354.000000 Penalty: 6065.374512
	Iteration 11Q: 3 clusters Score -2.628535e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 200591 members 
Entering Unmasked Estep 
Score: -26286052.000000 Penalty: 6065.374512
	Iteration 12Q: 3 clusters Score -2.628605e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 201127 members 
Entering Unmasked Estep 
Score: -26286388.000000 Penalty: 6065.374512
	Iteration 13Q: 3 clusters Score -2.628639e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 201428 members 
Entering Unmasked Estep 
Score: -26286612.000000 Penalty: 6065.374512
	Iteration 14Q: 3 clusters Score -2.628661e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 201616 members 
Entering Unmasked Estep 
Score: -26286714.000000 Penalty: 6065.374512
	Iteration 15Q: 3 clusters Score -2.628671e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 201774 members 
Entering Unmasked Estep 
Score: -26286736.000000 Penalty: 6065.374512
	Iteration 16Q: 3 clusters Score -2.628674e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 201902 members 
Entering Unmasked Estep 
Score: -26286792.000000 Penalty: 6065.374512
	Iteration 17Q: 3 clusters Score -2.628679e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 202008 members 
Entering Unmasked Estep 
Score: -26286792.000000 Penalty: 6065.374512
	Iteration 18Q: 3 clusters Score -2.628679e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 202113 members 
Entering Unmasked Estep 
Score: -26286742.000000 Penalty: 6065.374512
	Iteration 19Q: 3 clusters Score -2.628674e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 202193 members 
Entering Unmasked Estep 
Score: -26286722.000000 Penalty: 6065.374512
	Iteration 20F: 3 clusters Score -2.628672e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 202269 members 
Entering Unmasked Estep 
Score: -26286760.000000 Penalty: 6065.374512
	Iteration 21Q: 3 clusters Score -2.628676e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 202325 members 
Entering Unmasked Estep 
Score: -26286802.000000 Penalty: 6065.374512
	Iteration 22Q: 3 clusters Score -2.62868e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 202383 members 
Entering Unmasked Estep 
Score: -26286840.000000 Penalty: 6065.374512
	Iteration 23Q: 3 clusters Score -2.628684e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 202432 members 
Entering Unmasked Estep 
Score: -26286860.000000 Penalty: 6065.374512
	Iteration 24Q: 3 clusters Score -2.628686e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 202489 members 
Entering Unmasked Estep 
Score: -26286880.000000 Penalty: 6065.374512
	Iteration 25Q: 3 clusters Score -2.628688e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 202532 members 
Entering Unmasked Estep 
Score: -26286872.000000 Penalty: 6065.374512
	Iteration 26Q: 3 clusters Score -2.628687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 202567 members 
Entering Unmasked Estep 
Score: -26286878.000000 Penalty: 6065.374512
	Iteration 27Q: 3 clusters Score -2.628688e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 202603 members 
Entering Unmasked Estep 
Score: -26286862.000000 Penalty: 6065.374512
	Iteration 28Q: 3 clusters Score -2.628686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 202623 members 
Entering Unmasked Estep 
Score: -26286864.000000 Penalty: 6065.374512
	Iteration 29Q: 3 clusters Score -2.628686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 202642 members 
Entering Unmasked Estep 
Score: -26286860.000000 Penalty: 6065.374512
	Iteration 30Q: 3 clusters Score -2.628686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 202661 members 
Entering Unmasked Estep 
Score: -26286876.000000 Penalty: 6065.374512
	Iteration 31Q: 3 clusters Score -2.628688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 202673 members 
Entering Unmasked Estep 
Score: -26286892.000000 Penalty: 6065.374512
	Iteration 32Q: 3 clusters Score -2.628689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 202688 members 
Entering Unmasked Estep 
Score: -26286904.000000 Penalty: 6065.374512
	Iteration 33Q: 3 clusters Score -2.62869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 202699 members 
Entering Unmasked Estep 
Score: -26286878.000000 Penalty: 6065.374512
	Iteration 34Q: 3 clusters Score -2.628688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 202701 members 
Entering Unmasked Estep 
Score: -26286872.000000 Penalty: 6065.374512
	Iteration 35Q: 3 clusters Score -2.628687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 202708 members 
Entering Unmasked Estep 
Score: -26286872.000000 Penalty: 6065.374512
	Iteration 36Q: 3 clusters Score -2.628687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 202715 members 
Entering Unmasked Estep 
Score: -26286888.000000 Penalty: 6065.374512
	Iteration 37Q: 3 clusters Score -2.628689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 202720 members 
Entering Unmasked Estep 
Score: -26286862.000000 Penalty: 6065.374512
	Iteration 38Q: 3 clusters Score -2.628686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 202723 members 
Entering Unmasked Estep 
Score: -26286866.000000 Penalty: 6065.374512
	Iteration 39Q: 3 clusters Score -2.628687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 202723 members 
Entering Unmasked Estep 
Score: -26286872.000000 Penalty: 6065.374512
	Iteration 40F: 3 clusters Score -2.628687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 202725 members 
Entering Unmasked Estep 
Score: -26286874.000000 Penalty: 6065.374512
	Iteration 41Q: 3 clusters Score -2.628687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 202734 members 
Entering Unmasked Estep 
Score: -26286878.000000 Penalty: 6065.374512
	Iteration 42Q: 3 clusters Score -2.628688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 202740 members 
Entering Unmasked Estep 
Score: -26286876.000000 Penalty: 6065.374512
	Iteration 43Q: 3 clusters Score -2.628688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 202746 members 
Entering Unmasked Estep 
Score: -26286884.000000 Penalty: 6065.374512
	Iteration 44Q: 3 clusters Score -2.628688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 202749 members 
Entering Unmasked Estep 
Score: -26286888.000000 Penalty: 6065.374512
	Iteration 45Q: 3 clusters Score -2.628689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 202751 members 
Entering Unmasked Estep 
Score: -26286896.000000 Penalty: 6065.374512
	Iteration 46Q: 3 clusters Score -2.62869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 202757 members 
Entering Unmasked Estep 
Score: -26286888.000000 Penalty: 6065.374512
	Iteration 47Q: 3 clusters Score -2.628689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 202762 members 
Entering Unmasked Estep 
Score: -26286902.000000 Penalty: 6065.374512
	Iteration 48Q: 3 clusters Score -2.62869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 202768 members 
Entering Unmasked Estep 
Score: -26286918.000000 Penalty: 6065.374512
	Iteration 49Q: 3 clusters Score -2.628692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 202769 members 
Entering Unmasked Estep 
Score: -26286906.000000 Penalty: 6065.374512
	Iteration 50Q: 3 clusters Score -2.628691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 202773 members 
Entering Unmasked Estep 
Score: -26286902.000000 Penalty: 6065.374512
	Iteration 51Q: 3 clusters Score -2.62869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 202775 members 
Entering Unmasked Estep 
Score: -26286912.000000 Penalty: 6065.374512
	Iteration 52Q: 3 clusters Score -2.628691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 202775 members 
Entering Unmasked Estep 
Score: -26286912.000000 Penalty: 6065.374512
	Iteration 53F: 3 clusters Score -2.628691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -401267.125000 Penalty: 2008.990479
	Iteration 0F: 2 clusters Score -401267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -397773.625000 Penalty: 4017.980957
	Iteration 0F: 3 clusters Score -397773.6 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -398465.406250 Penalty: 4017.980957
	Iteration 1F: 3 clusters Score -398465.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -398643.437500 Penalty: 4017.980957
	Iteration 2F: 3 clusters Score -398643.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -398740.406250 Penalty: 4017.980957
	Iteration 3Q: 3 clusters Score -398740.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -398809.437500 Penalty: 4017.980957
	Iteration 4Q: 3 clusters Score -398809.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -398857.375000 Penalty: 4017.980957
	Iteration 5Q: 3 clusters Score -398857.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -398894.468750 Penalty: 4017.980957
	Iteration 6Q: 3 clusters Score -398894.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -398919.750000 Penalty: 4017.980957
	Iteration 7Q: 3 clusters Score -398919.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -398945.906250 Penalty: 4017.980957
	Iteration 8Q: 3 clusters Score -398945.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -398966.375000 Penalty: 4017.980957
	Iteration 9Q: 3 clusters Score -398966.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -398983.312500 Penalty: 4017.980957
	Iteration 10Q: 3 clusters Score -398983.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -398996.812500 Penalty: 4017.980957
	Iteration 11Q: 3 clusters Score -398996.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -399013.187500 Penalty: 4017.980957
	Iteration 12Q: 3 clusters Score -399013.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -399032.687500 Penalty: 4017.980957
	Iteration 13Q: 3 clusters Score -399032.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -399050.468750 Penalty: 4017.980957
	Iteration 14Q: 3 clusters Score -399050.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -399064.593750 Penalty: 4017.980957
	Iteration 15Q: 3 clusters Score -399064.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -399078.718750 Penalty: 4017.980957
	Iteration 16Q: 3 clusters Score -399078.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399089.218750 Penalty: 4017.980957
	Iteration 17Q: 3 clusters Score -399089.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -399097.062500 Penalty: 4017.980957
	Iteration 18Q: 3 clusters Score -399097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -399105.031250 Penalty: 4017.980957
	Iteration 19Q: 3 clusters Score -399105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -399114.625000 Penalty: 4017.980957
	Iteration 20F: 3 clusters Score -399114.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -399126.531250 Penalty: 4017.980957
	Iteration 21Q: 3 clusters Score -399126.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -399134.718750 Penalty: 4017.980957
	Iteration 22Q: 3 clusters Score -399134.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -399146.468750 Penalty: 4017.980957
	Iteration 23Q: 3 clusters Score -399146.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -399159.687500 Penalty: 4017.980957
	Iteration 24Q: 3 clusters Score -399159.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -399169.468750 Penalty: 4017.980957
	Iteration 25Q: 3 clusters Score -399169.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -399175.718750 Penalty: 4017.980957
	Iteration 26Q: 3 clusters Score -399175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -399182.750000 Penalty: 4017.980957
	Iteration 27Q: 3 clusters Score -399182.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -399191.250000 Penalty: 4017.980957
	Iteration 28Q: 3 clusters Score -399191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -399198.812500 Penalty: 4017.980957
	Iteration 29Q: 3 clusters Score -399198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -399205.968750 Penalty: 4017.980957
	Iteration 30Q: 3 clusters Score -399206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -399210.125000 Penalty: 4017.980957
	Iteration 31Q: 3 clusters Score -399210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -399213.625000 Penalty: 4017.980957
	Iteration 32Q: 3 clusters Score -399213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -399215.875000 Penalty: 4017.980957
	Iteration 33Q: 3 clusters Score -399215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -399219.937500 Penalty: 4017.980957
	Iteration 34Q: 3 clusters Score -399219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399223.000000 Penalty: 4017.980957
	Iteration 35Q: 3 clusters Score -399223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399224.468750 Penalty: 4017.980957
	Iteration 36Q: 3 clusters Score -399224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399226.156250 Penalty: 4017.980957
	Iteration 37Q: 3 clusters Score -399226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399228.281250 Penalty: 4017.980957
	Iteration 38Q: 3 clusters Score -399228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -399228.062500 Penalty: 4017.980957
	Iteration 39Q: 3 clusters Score -399228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -399229.250000 Penalty: 4017.980957
	Iteration 40F: 3 clusters Score -399229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -399229.468750 Penalty: 4017.980957
	Iteration 41Q: 3 clusters Score -399229.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -399229.468750 Penalty: 4017.980957
	Iteration 42F: 3 clusters Score -399229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -77546.289062 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -77546.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75934.250000 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -75934.25 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76356.562500 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -76356.56 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76689.210938 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -76689.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -76864.671875 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -76864.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76975.531250 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -76975.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -77042.953125 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -77042.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -77094.437500 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -77094.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77109.632812 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -77109.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77126.976562 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -77126.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77131.054688 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -77131.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77131.054688 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -77131.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -57085.027344 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57085.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55545.425781 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55545.43 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55931.140625 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -55931.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56269.625000 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56269.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56763.488281 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56763.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56914.367188 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -56914.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57036.636719 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -57036.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57126.457031 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -57126.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57160.089844 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -57160.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -57183.812500 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -57183.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57194.582031 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -57194.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -57222.015625 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57222.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -57237.101562 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57246.003906 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -57259.476562 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57259.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -57291.992188 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -57291.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57350.398438 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -57350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -57373.027344 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -57373.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57378.164062 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -57378.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57378.164062 Penalty: 3128.816650
	Iteration 18F: 3 clusters Score -57378.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187784 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 180972 members 
Mstep: Class 4 contains 223489 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 184815 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51515 members 
Mstep: Class 10 contains 64401 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 204552 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 126 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149662992.000000 Penalty: 62449.558594
Splitting cluster 15 changes total score from -149664688.000000 to -149662992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80237.210938 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80237.21 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80751.539062 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80751.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81155.296875 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -81155.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81732.148438 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -81732.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82331.101562 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -82331.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82503.312500 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -82503.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82552.796875 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -82552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82583.507812 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -82583.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82643.453125 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82643.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82842.937500 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82842.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83078.351562 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -83078.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83125.312500 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -83125.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83139.039062 Penalty: 3292.729736
	Iteration 12F: 3 clusters Score -83139.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83210.085938 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -83210.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83210.085938 Penalty: 3292.729736
	Iteration 14F: 3 clusters Score -83210.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187784 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 180972 members 
Mstep: Class 4 contains 223489 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 184815 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51515 members 
Mstep: Class 10 contains 64401 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 204552 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149664160.000000 Penalty: 62449.558594
Splitting cluster 20 changes total score from -149664688.000000 to -149664160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75988.710938 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -75988.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74458.710938 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -74458.71 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75524.257812 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -75524.26 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -76356.890625 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -76356.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -76744.375000 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -76744.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -77065.757812 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -77065.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -77126.718750 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -77126.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -77146.507812 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -77146.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -77146.507812 Penalty: 3269.470215
	Iteration 7F: 3 clusters Score -77146.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187784 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 180972 members 
Mstep: Class 4 contains 223489 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 184815 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51515 members 
Mstep: Class 10 contains 64401 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 204552 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 584 members 
Entering Unmasked Estep 
Score: -149664096.000000 Penalty: 62449.558594
Splitting cluster 21 changes total score from -149664688.000000 to -149664096.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187784 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 180972 members 
Mstep: Class 4 contains 223489 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 184815 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51515 members 
Mstep: Class 10 contains 64401 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 204552 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664752.000000 Penalty: 58980.136719
Iteration 79Q: 18 clusters Score -1.496648e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187736 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180912 members 
Mstep: Class 4 contains 223184 members 
Mstep: Class 5 contains 64322 members 
Mstep: Class 6 contains 184723 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51627 members 
Mstep: Class 10 contains 64668 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 204535 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664832.000000 Penalty: 58980.136719
Iteration 80F: 18 clusters Score -1.496648e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187689 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180869 members 
Mstep: Class 4 contains 222892 members 
Mstep: Class 5 contains 64520 members 
Mstep: Class 6 contains 184661 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51737 members 
Mstep: Class 10 contains 64926 members 
Mstep: Class 11 contains 14876 members 
Mstep: Class 12 contains 204454 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664864.000000 Penalty: 58980.136719
Iteration 81Q: 18 clusters Score -1.496649e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187647 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180841 members 
Mstep: Class 4 contains 222645 members 
Mstep: Class 5 contains 64698 members 
Mstep: Class 6 contains 184577 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51853 members 
Mstep: Class 10 contains 65171 members 
Mstep: Class 11 contains 14836 members 
Mstep: Class 12 contains 204341 members 
Mstep: Class 13 contains 3344 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664896.000000 Penalty: 58980.136719
Iteration 82Q: 18 clusters Score -1.496649e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187620 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180789 members 
Mstep: Class 4 contains 222424 members 
Mstep: Class 5 contains 64835 members 
Mstep: Class 6 contains 184481 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51941 members 
Mstep: Class 10 contains 65384 members 
Mstep: Class 11 contains 14818 members 
Mstep: Class 12 contains 204293 members 
Mstep: Class 13 contains 3367 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664992.000000 Penalty: 58980.136719
Iteration 83Q: 18 clusters Score -1.49665e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187633 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 180711 members 
Mstep: Class 4 contains 222234 members 
Mstep: Class 5 contains 64952 members 
Mstep: Class 6 contains 184363 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52035 members 
Mstep: Class 10 contains 65596 members 
Mstep: Class 11 contains 14797 members 
Mstep: Class 12 contains 204235 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665024.000000 Penalty: 58980.136719
Iteration 84Q: 18 clusters Score -1.49665e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 180624 members 
Mstep: Class 4 contains 222046 members 
Mstep: Class 5 contains 65069 members 
Mstep: Class 6 contains 184252 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52151 members 
Mstep: Class 10 contains 65795 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 204187 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665248.000000 Penalty: 58980.136719
Iteration 85Q: 18 clusters Score -1.496652e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187604 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180524 members 
Mstep: Class 4 contains 221805 members 
Mstep: Class 5 contains 65184 members 
Mstep: Class 6 contains 184131 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52273 members 
Mstep: Class 10 contains 65999 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 204179 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665392.000000 Penalty: 58980.136719
Iteration 86Q: 18 clusters Score -1.496654e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187592 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180421 members 
Mstep: Class 4 contains 221551 members 
Mstep: Class 5 contains 65298 members 
Mstep: Class 6 contains 184019 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52388 members 
Mstep: Class 10 contains 66210 members 
Mstep: Class 11 contains 14827 members 
Mstep: Class 12 contains 204186 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665696.000000 Penalty: 58980.136719
Iteration 87Q: 18 clusters Score -1.496657e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187546 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180302 members 
Mstep: Class 4 contains 221308 members 
Mstep: Class 5 contains 65421 members 
Mstep: Class 6 contains 183934 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52517 members 
Mstep: Class 10 contains 66395 members 
Mstep: Class 11 contains 14822 members 
Mstep: Class 12 contains 204226 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665952.000000 Penalty: 58980.136719
Iteration 88Q: 18 clusters Score -1.49666e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187485 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 180200 members 
Mstep: Class 4 contains 221056 members 
Mstep: Class 5 contains 65527 members 
Mstep: Class 6 contains 183824 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52648 members 
Mstep: Class 10 contains 66589 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 204311 members 
Mstep: Class 13 contains 3496 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149666400.000000 Penalty: 58980.136719
Iteration 89Q: 18 clusters Score -1.496664e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187418 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 180111 members 
Mstep: Class 4 contains 220792 members 
Mstep: Class 5 contains 65617 members 
Mstep: Class 6 contains 183703 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52768 members 
Mstep: Class 10 contains 66774 members 
Mstep: Class 11 contains 14806 members 
Mstep: Class 12 contains 204444 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149666784.000000 Penalty: 58980.136719
Iteration 90Q: 18 clusters Score -1.496668e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187379 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 180021 members 
Mstep: Class 4 contains 220532 members 
Mstep: Class 5 contains 65715 members 
Mstep: Class 6 contains 183600 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52867 members 
Mstep: Class 10 contains 66935 members 
Mstep: Class 11 contains 14794 members 
Mstep: Class 12 contains 204573 members 
Mstep: Class 13 contains 3534 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667248.000000 Penalty: 58980.136719
Iteration 91Q: 18 clusters Score -1.496672e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187327 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 179942 members 
Mstep: Class 4 contains 220242 members 
Mstep: Class 5 contains 65815 members 
Mstep: Class 6 contains 183528 members 
Mstep: Class 7 contains 2201 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52934 members 
Mstep: Class 10 contains 67086 members 
Mstep: Class 11 contains 14779 members 
Mstep: Class 12 contains 204743 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667024.000000 Penalty: 58980.136719
Iteration 92Q: 18 clusters Score -1.49667e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187285 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 179845 members 
Mstep: Class 4 contains 219913 members 
Mstep: Class 5 contains 65918 members 
Mstep: Class 6 contains 183482 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52988 members 
Mstep: Class 10 contains 67234 members 
Mstep: Class 11 contains 14758 members 
Mstep: Class 12 contains 204962 members 
Mstep: Class 13 contains 3563 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667408.000000 Penalty: 58980.136719
Iteration 93Q: 18 clusters Score -1.496674e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 179724 members 
Mstep: Class 4 contains 219608 members 
Mstep: Class 5 contains 66013 members 
Mstep: Class 6 contains 183438 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53060 members 
Mstep: Class 10 contains 67355 members 
Mstep: Class 11 contains 14761 members 
Mstep: Class 12 contains 205212 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667808.000000 Penalty: 58980.136719
Iteration 94Q: 18 clusters Score -1.496678e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187163 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 179614 members 
Mstep: Class 4 contains 219285 members 
Mstep: Class 5 contains 66114 members 
Mstep: Class 6 contains 183372 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53140 members 
Mstep: Class 10 contains 67486 members 
Mstep: Class 11 contains 14769 members 
Mstep: Class 12 contains 205425 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668048.000000 Penalty: 58980.136719
Iteration 95Q: 18 clusters Score -1.49668e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187128 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 179496 members 
Mstep: Class 4 contains 218971 members 
Mstep: Class 5 contains 66183 members 
Mstep: Class 6 contains 183326 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53208 members 
Mstep: Class 10 contains 67616 members 
Mstep: Class 11 contains 14796 members 
Mstep: Class 12 contains 205636 members 
Mstep: Class 13 contains 3586 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668320.000000 Penalty: 58980.136719
Iteration 96Q: 18 clusters Score -1.496683e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 187056 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 179421 members 
Mstep: Class 4 contains 218655 members 
Mstep: Class 5 contains 66252 members 
Mstep: Class 6 contains 183260 members 
Mstep: Class 7 contains 2205 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53251 members 
Mstep: Class 10 contains 67727 members 
Mstep: Class 11 contains 14821 members 
Mstep: Class 12 contains 205911 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668384.000000 Penalty: 58980.136719
Iteration 97Q: 18 clusters Score -1.496684e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186978 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 179356 members 
Mstep: Class 4 contains 218398 members 
Mstep: Class 5 contains 66322 members 
Mstep: Class 6 contains 183175 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53314 members 
Mstep: Class 10 contains 67830 members 
Mstep: Class 11 contains 14851 members 
Mstep: Class 12 contains 206128 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668320.000000 Penalty: 58980.136719
Iteration 98Q: 18 clusters Score -1.496683e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 179335 members 
Mstep: Class 4 contains 218134 members 
Mstep: Class 5 contains 66393 members 
Mstep: Class 6 contains 183099 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53358 members 
Mstep: Class 10 contains 67932 members 
Mstep: Class 11 contains 14890 members 
Mstep: Class 12 contains 206291 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668544.000000 Penalty: 58980.136719
Iteration 99Q: 18 clusters Score -1.496685e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 179290 members 
Mstep: Class 4 contains 217857 members 
Mstep: Class 5 contains 66485 members 
Mstep: Class 6 contains 183039 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53395 members 
Mstep: Class 10 contains 68035 members 
Mstep: Class 11 contains 14911 members 
Mstep: Class 12 contains 206464 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668784.000000 Penalty: 58980.136719
Iteration 100F: 18 clusters Score -1.496688e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186832 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 179252 members 
Mstep: Class 4 contains 217610 members 
Mstep: Class 5 contains 66568 members 
Mstep: Class 6 contains 182956 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53430 members 
Mstep: Class 10 contains 68134 members 
Mstep: Class 11 contains 14945 members 
Mstep: Class 12 contains 206612 members 
Mstep: Class 13 contains 3617 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668784.000000 Penalty: 58980.136719
Iteration 101Q: 18 clusters Score -1.496688e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186790 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 179191 members 
Mstep: Class 4 contains 217357 members 
Mstep: Class 5 contains 66636 members 
Mstep: Class 6 contains 182888 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53450 members 
Mstep: Class 10 contains 68218 members 
Mstep: Class 11 contains 14990 members 
Mstep: Class 12 contains 206805 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669120.000000 Penalty: 58980.136719
Iteration 102Q: 18 clusters Score -1.496691e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186749 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 179145 members 
Mstep: Class 4 contains 217127 members 
Mstep: Class 5 contains 66740 members 
Mstep: Class 6 contains 182849 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53456 members 
Mstep: Class 10 contains 68289 members 
Mstep: Class 11 contains 15021 members 
Mstep: Class 12 contains 206939 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669248.000000 Penalty: 58980.136719
Iteration 103Q: 18 clusters Score -1.496692e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186739 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 179083 members 
Mstep: Class 4 contains 216880 members 
Mstep: Class 5 contains 66842 members 
Mstep: Class 6 contains 182816 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53473 members 
Mstep: Class 10 contains 68391 members 
Mstep: Class 11 contains 15031 members 
Mstep: Class 12 contains 207052 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669328.000000 Penalty: 58980.136719
Iteration 104Q: 18 clusters Score -1.496693e+08 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186711 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 179031 members 
Mstep: Class 4 contains 216679 members 
Mstep: Class 5 contains 66921 members 
Mstep: Class 6 contains 182768 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53483 members 
Mstep: Class 10 contains 68466 members 
Mstep: Class 11 contains 15061 members 
Mstep: Class 12 contains 207177 members 
Mstep: Class 13 contains 3661 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669728.000000 Penalty: 58980.136719
Iteration 105Q: 18 clusters Score -1.496697e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186675 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 178924 members 
Mstep: Class 4 contains 216481 members 
Mstep: Class 5 contains 67009 members 
Mstep: Class 6 contains 182709 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53506 members 
Mstep: Class 10 contains 68558 members 
Mstep: Class 11 contains 15106 members 
Mstep: Class 12 contains 207318 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670000.000000 Penalty: 58980.136719
Iteration 106Q: 18 clusters Score -1.4967e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186639 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 178817 members 
Mstep: Class 4 contains 216269 members 
Mstep: Class 5 contains 67101 members 
Mstep: Class 6 contains 182631 members 
Mstep: Class 7 contains 2197 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53510 members 
Mstep: Class 10 contains 68635 members 
Mstep: Class 11 contains 15175 members 
Mstep: Class 12 contains 207499 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670048.000000 Penalty: 58980.136719
Iteration 107Q: 18 clusters Score -1.4967e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186662 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 178722 members 
Mstep: Class 4 contains 216136 members 
Mstep: Class 5 contains 67154 members 
Mstep: Class 6 contains 182566 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53516 members 
Mstep: Class 10 contains 68683 members 
Mstep: Class 11 contains 15249 members 
Mstep: Class 12 contains 207579 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670048.000000 Penalty: 58980.136719
Iteration 108Q: 18 clusters Score -1.4967e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 178611 members 
Mstep: Class 4 contains 216015 members 
Mstep: Class 5 contains 67238 members 
Mstep: Class 6 contains 182474 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53513 members 
Mstep: Class 10 contains 68729 members 
Mstep: Class 11 contains 15298 members 
Mstep: Class 12 contains 207664 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670272.000000 Penalty: 58980.136719
Iteration 109Q: 18 clusters Score -1.496703e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 178519 members 
Mstep: Class 4 contains 215879 members 
Mstep: Class 5 contains 67308 members 
Mstep: Class 6 contains 182381 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53521 members 
Mstep: Class 10 contains 68789 members 
Mstep: Class 11 contains 15369 members 
Mstep: Class 12 contains 207786 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670496.000000 Penalty: 58980.136719
Iteration 110Q: 18 clusters Score -1.496705e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186707 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 178429 members 
Mstep: Class 4 contains 215769 members 
Mstep: Class 5 contains 67383 members 
Mstep: Class 6 contains 182236 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53531 members 
Mstep: Class 10 contains 68836 members 
Mstep: Class 11 contains 15466 members 
Mstep: Class 12 contains 207903 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670720.000000 Penalty: 58980.136719
Iteration 111Q: 18 clusters Score -1.496707e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186734 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 178348 members 
Mstep: Class 4 contains 215686 members 
Mstep: Class 5 contains 67461 members 
Mstep: Class 6 contains 182061 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53554 members 
Mstep: Class 10 contains 68878 members 
Mstep: Class 11 contains 15535 members 
Mstep: Class 12 contains 208005 members 
Mstep: Class 13 contains 3698 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671024.000000 Penalty: 58980.136719
Iteration 112Q: 18 clusters Score -1.49671e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186710 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 178267 members 
Mstep: Class 4 contains 215596 members 
Mstep: Class 5 contains 67525 members 
Mstep: Class 6 contains 181904 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53561 members 
Mstep: Class 10 contains 68939 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 208150 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671424.000000 Penalty: 58980.136719
Iteration 113Q: 18 clusters Score -1.496714e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186671 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 178163 members 
Mstep: Class 4 contains 215509 members 
Mstep: Class 5 contains 67590 members 
Mstep: Class 6 contains 181785 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53560 members 
Mstep: Class 10 contains 68976 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 208315 members 
Mstep: Class 13 contains 3703 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671488.000000 Penalty: 58980.136719
Iteration 114Q: 18 clusters Score -1.496715e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186659 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 178077 members 
Mstep: Class 4 contains 215412 members 
Mstep: Class 5 contains 67665 members 
Mstep: Class 6 contains 181638 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53566 members 
Mstep: Class 10 contains 69009 members 
Mstep: Class 11 contains 15773 members 
Mstep: Class 12 contains 208457 members 
Mstep: Class 13 contains 3707 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671424.000000 Penalty: 58980.136719
Iteration 115Q: 18 clusters Score -1.496714e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186696 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 178012 members 
Mstep: Class 4 contains 215356 members 
Mstep: Class 5 contains 67736 members 
Mstep: Class 6 contains 181487 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53572 members 
Mstep: Class 10 contains 69029 members 
Mstep: Class 11 contains 15844 members 
Mstep: Class 12 contains 208523 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671648.000000 Penalty: 58980.136719
Iteration 116Q: 18 clusters Score -1.496716e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186706 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177940 members 
Mstep: Class 4 contains 215321 members 
Mstep: Class 5 contains 67785 members 
Mstep: Class 6 contains 181334 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53582 members 
Mstep: Class 10 contains 69054 members 
Mstep: Class 11 contains 15929 members 
Mstep: Class 12 contains 208605 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671856.000000 Penalty: 58980.136719
Iteration 117Q: 18 clusters Score -1.496719e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186700 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177902 members 
Mstep: Class 4 contains 215290 members 
Mstep: Class 5 contains 67859 members 
Mstep: Class 6 contains 181228 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53569 members 
Mstep: Class 10 contains 69093 members 
Mstep: Class 11 contains 16012 members 
Mstep: Class 12 contains 208605 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672000.000000 Penalty: 58980.136719
Iteration 118Q: 18 clusters Score -1.49672e+08 nChanged 2127
Entering ConstructFrom: 
Score: -149672000.000000 Penalty: 58980.136719
Entering ConstructFrom: 
Trying to split cluster 1 (186670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Entering Unmasked Estep 
Score: -23930058.000000 Penalty: 3010.000244
	Iteration 0F: 2 clusters Score -2.393006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -23808860.000000 Penalty: 6020.000488
	Iteration 0F: 3 clusters Score -2.380886e+07 nChanged 89802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -23860442.000000 Penalty: 6020.000488
	Iteration 1F: 3 clusters Score -2.386044e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -23861290.000000 Penalty: 6020.000488
	Iteration 2Q: 3 clusters Score -2.386129e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89729 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -23862162.000000 Penalty: 6020.000488
	Iteration 3Q: 3 clusters Score -2.386216e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -23863438.000000 Penalty: 6020.000488
	Iteration 4Q: 3 clusters Score -2.386344e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -23865108.000000 Penalty: 6020.000488
	Iteration 5Q: 3 clusters Score -2.386511e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 106515 members 
Entering Unmasked Estep 
Score: -23867288.000000 Penalty: 6020.000488
	Iteration 6Q: 3 clusters Score -2.386729e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -23870902.000000 Penalty: 6020.000488
	Iteration 7Q: 3 clusters Score -2.38709e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 121635 members 
Entering Unmasked Estep 
Score: -23876912.000000 Penalty: 6020.000488
	Iteration 8F: 3 clusters Score -2.387691e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 132680 members 
Entering Unmasked Estep 
Score: -23885690.000000 Penalty: 6020.000488
	Iteration 9F: 3 clusters Score -2.388569e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -23896210.000000 Penalty: 6020.000488
	Iteration 10F: 3 clusters Score -2.389621e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -23906346.000000 Penalty: 6020.000488
	Iteration 11F: 3 clusters Score -2.390635e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -23913772.000000 Penalty: 6020.000488
	Iteration 12Q: 3 clusters Score -2.391377e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 168729 members 
Entering Unmasked Estep 
Score: -23918368.000000 Penalty: 6020.000488
	Iteration 13Q: 3 clusters Score -2.391837e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 172801 members 
Entering Unmasked Estep 
Score: -23921114.000000 Penalty: 6020.000488
	Iteration 14Q: 3 clusters Score -2.392111e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 175816 members 
Entering Unmasked Estep 
Score: -23923180.000000 Penalty: 6020.000488
	Iteration 15Q: 3 clusters Score -2.392318e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 178303 members 
Entering Unmasked Estep 
Score: -23924398.000000 Penalty: 6020.000488
	Iteration 16Q: 3 clusters Score -2.39244e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 180246 members 
Entering Unmasked Estep 
Score: -23925346.000000 Penalty: 6020.000488
	Iteration 17Q: 3 clusters Score -2.392535e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 181730 members 
Entering Unmasked Estep 
Score: -23926126.000000 Penalty: 6020.000488
	Iteration 18Q: 3 clusters Score -2.392613e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -23926520.000000 Penalty: 6020.000488
	Iteration 19Q: 3 clusters Score -2.392652e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -23926802.000000 Penalty: 6020.000488
	Iteration 20F: 3 clusters Score -2.39268e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 184146 members 
Entering Unmasked Estep 
Score: -23927004.000000 Penalty: 6020.000488
	Iteration 21Q: 3 clusters Score -2.3927e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 184527 members 
Entering Unmasked Estep 
Score: -23927182.000000 Penalty: 6020.000488
	Iteration 22Q: 3 clusters Score -2.392718e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 184790 members 
Entering Unmasked Estep 
Score: -23927314.000000 Penalty: 6020.000488
	Iteration 23Q: 3 clusters Score -2.392731e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 184983 members 
Entering Unmasked Estep 
Score: -23927402.000000 Penalty: 6020.000488
	Iteration 24Q: 3 clusters Score -2.39274e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -23927436.000000 Penalty: 6020.000488
	Iteration 25Q: 3 clusters Score -2.392744e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -23927500.000000 Penalty: 6020.000488
	Iteration 26Q: 3 clusters Score -2.39275e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -23927536.000000 Penalty: 6020.000488
	Iteration 27Q: 3 clusters Score -2.392754e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 185364 members 
Entering Unmasked Estep 
Score: -23927560.000000 Penalty: 6020.000488
	Iteration 28Q: 3 clusters Score -2.392756e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 185421 members 
Entering Unmasked Estep 
Score: -23927636.000000 Penalty: 6020.000488
	Iteration 29Q: 3 clusters Score -2.392764e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 185480 members 
Entering Unmasked Estep 
Score: -23927658.000000 Penalty: 6020.000488
	Iteration 30Q: 3 clusters Score -2.392766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 185501 members 
Entering Unmasked Estep 
Score: -23927660.000000 Penalty: 6020.000488
	Iteration 31Q: 3 clusters Score -2.392766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 185529 members 
Entering Unmasked Estep 
Score: -23927672.000000 Penalty: 6020.000488
	Iteration 32Q: 3 clusters Score -2.392767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 185547 members 
Entering Unmasked Estep 
Score: -23927696.000000 Penalty: 6020.000488
	Iteration 33Q: 3 clusters Score -2.39277e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 185565 members 
Entering Unmasked Estep 
Score: -23927708.000000 Penalty: 6020.000488
	Iteration 34Q: 3 clusters Score -2.392771e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 185585 members 
Entering Unmasked Estep 
Score: -23927704.000000 Penalty: 6020.000488
	Iteration 35Q: 3 clusters Score -2.39277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -23927700.000000 Penalty: 6020.000488
	Iteration 36Q: 3 clusters Score -2.39277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -23927718.000000 Penalty: 6020.000488
	Iteration 37Q: 3 clusters Score -2.392772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -23927724.000000 Penalty: 6020.000488
	Iteration 38Q: 3 clusters Score -2.392772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -23927706.000000 Penalty: 6020.000488
	Iteration 39Q: 3 clusters Score -2.392771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 185613 members 
Entering Unmasked Estep 
Score: -23927702.000000 Penalty: 6020.000488
	Iteration 40F: 3 clusters Score -2.39277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -23927720.000000 Penalty: 6020.000488
	Iteration 41Q: 3 clusters Score -2.392772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 185616 members 
Entering Unmasked Estep 
Score: -23927720.000000 Penalty: 6020.000488
	Iteration 42Q: 3 clusters Score -2.392772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -23927716.000000 Penalty: 6020.000488
	Iteration 43Q: 3 clusters Score -2.392772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -23927716.000000 Penalty: 6020.000488
	Iteration 44F: 3 clusters Score -2.392772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -547602.312500 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -547602.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -543443.062500 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -543443.1 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -544372.250000 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -544372.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -544582.312500 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -544582.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -544722.000000 Penalty: 4159.428711
	Iteration 3Q: 3 clusters Score -544722 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -544838.187500 Penalty: 4159.428711
	Iteration 4Q: 3 clusters Score -544838.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -544930.375000 Penalty: 4159.428711
	Iteration 5Q: 3 clusters Score -544930.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -545025.250000 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -545025.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -545106.562500 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -545106.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -545203.250000 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -545203.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -545333.000000 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -545333 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -545478.625000 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -545478.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -545658.312500 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -545658.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -545851.187500 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -545851.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -546041.125000 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -546041.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -546233.312500 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -546233.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -546451.937500 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -546451.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -546652.187500 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -546652.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -546852.312500 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -546852.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -547038.375000 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -547038.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547146.187500 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -547146.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -547213.687500 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -547213.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -547265.125000 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -547265.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -547288.062500 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -547288.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -547302.437500 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -547302.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -547313.562500 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -547313.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -547321.500000 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -547321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -547324.937500 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -547324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -547329.312500 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -547329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -547329.812500 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -547329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -547330.437500 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -547330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -547330.062500 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -547330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -547331.000000 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -547331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -547331.500000 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -547331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -547333.125000 Penalty: 4159.428711
	Iteration 33Q: 3 clusters Score -547333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -547333.500000 Penalty: 4159.428711
	Iteration 34Q: 3 clusters Score -547333.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -547335.875000 Penalty: 4159.428711
	Iteration 35Q: 3 clusters Score -547335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -547334.812500 Penalty: 4159.428711
	Iteration 36Q: 3 clusters Score -547334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -547336.250000 Penalty: 4159.428711
	Iteration 37Q: 3 clusters Score -547336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -547336.750000 Penalty: 4159.428711
	Iteration 38Q: 3 clusters Score -547336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -547336.750000 Penalty: 4159.428711
	Iteration 39F: 3 clusters Score -547336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (177867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177867 members 
Entering Unmasked Estep 
Score: -22849104.000000 Penalty: 2998.020020
	Iteration 0F: 2 clusters Score -2.28491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -22732340.000000 Penalty: 5996.040039
	Iteration 0F: 3 clusters Score -2.273234e+07 nChanged 85386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -22782414.000000 Penalty: 5996.040039
	Iteration 1F: 3 clusters Score -2.278241e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -22784208.000000 Penalty: 5996.040039
	Iteration 2Q: 3 clusters Score -2.278421e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -22786730.000000 Penalty: 5996.040039
	Iteration 3Q: 3 clusters Score -2.278673e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 67451 members 
Entering Unmasked Estep 
Score: -22791656.000000 Penalty: 5996.040039
	Iteration 4F: 3 clusters Score -2.279166e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121241 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -22800100.000000 Penalty: 5996.040039
	Iteration 5F: 3 clusters Score -2.28001e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -22812416.000000 Penalty: 5996.040039
	Iteration 6F: 3 clusters Score -2.281242e+07 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147845 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -22826004.000000 Penalty: 5996.040039
	Iteration 7F: 3 clusters Score -2.2826e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -22836246.000000 Penalty: 5996.040039
	Iteration 8F: 3 clusters Score -2.283625e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -22841832.000000 Penalty: 5996.040039
	Iteration 9Q: 3 clusters Score -2.284183e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166217 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -22844614.000000 Penalty: 5996.040039
	Iteration 10Q: 3 clusters Score -2.284461e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -22845850.000000 Penalty: 5996.040039
	Iteration 11Q: 3 clusters Score -2.284585e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -22846646.000000 Penalty: 5996.040039
	Iteration 12Q: 3 clusters Score -2.284665e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170694 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -22847114.000000 Penalty: 5996.040039
	Iteration 13Q: 3 clusters Score -2.284711e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171565 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -22847386.000000 Penalty: 5996.040039
	Iteration 14Q: 3 clusters Score -2.284739e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172257 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -22847452.000000 Penalty: 5996.040039
	Iteration 15Q: 3 clusters Score -2.284745e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -22847492.000000 Penalty: 5996.040039
	Iteration 16Q: 3 clusters Score -2.284749e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173247 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -22847564.000000 Penalty: 5996.040039
	Iteration 17Q: 3 clusters Score -2.284756e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173589 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -22847602.000000 Penalty: 5996.040039
	Iteration 18Q: 3 clusters Score -2.28476e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173865 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -22847642.000000 Penalty: 5996.040039
	Iteration 19Q: 3 clusters Score -2.284764e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174090 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -22847680.000000 Penalty: 5996.040039
	Iteration 20F: 3 clusters Score -2.284768e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -22847680.000000 Penalty: 5996.040039
	Iteration 21Q: 3 clusters Score -2.284768e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174406 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -22847692.000000 Penalty: 5996.040039
	Iteration 22Q: 3 clusters Score -2.284769e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174546 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -22847664.000000 Penalty: 5996.040039
	Iteration 23Q: 3 clusters Score -2.284766e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174671 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -22847678.000000 Penalty: 5996.040039
	Iteration 24Q: 3 clusters Score -2.284768e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174771 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -22847678.000000 Penalty: 5996.040039
	Iteration 25Q: 3 clusters Score -2.284768e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174868 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -22847652.000000 Penalty: 5996.040039
	Iteration 26Q: 3 clusters Score -2.284765e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174947 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -22847632.000000 Penalty: 5996.040039
	Iteration 27Q: 3 clusters Score -2.284763e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -22847620.000000 Penalty: 5996.040039
	Iteration 28Q: 3 clusters Score -2.284762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22847626.000000 Penalty: 5996.040039
	Iteration 29Q: 3 clusters Score -2.284763e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175069 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22847650.000000 Penalty: 5996.040039
	Iteration 30Q: 3 clusters Score -2.284765e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -22847638.000000 Penalty: 5996.040039
	Iteration 31Q: 3 clusters Score -2.284764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175114 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22847630.000000 Penalty: 5996.040039
	Iteration 32Q: 3 clusters Score -2.284763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -22847646.000000 Penalty: 5996.040039
	Iteration 33Q: 3 clusters Score -2.284765e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -22847638.000000 Penalty: 5996.040039
	Iteration 34Q: 3 clusters Score -2.284764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -22847638.000000 Penalty: 5996.040039
	Iteration 35Q: 3 clusters Score -2.284764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22847658.000000 Penalty: 5996.040039
	Iteration 36Q: 3 clusters Score -2.284766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175210 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22847674.000000 Penalty: 5996.040039
	Iteration 37Q: 3 clusters Score -2.284767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175230 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -22847662.000000 Penalty: 5996.040039
	Iteration 38Q: 3 clusters Score -2.284766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175249 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -22847644.000000 Penalty: 5996.040039
	Iteration 39Q: 3 clusters Score -2.284764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22847644.000000 Penalty: 5996.040039
	Iteration 40F: 3 clusters Score -2.284764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22847668.000000 Penalty: 5996.040039
	Iteration 41Q: 3 clusters Score -2.284767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175308 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -22847684.000000 Penalty: 5996.040039
	Iteration 42Q: 3 clusters Score -2.284768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -22847710.000000 Penalty: 5996.040039
	Iteration 43Q: 3 clusters Score -2.284771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -22847708.000000 Penalty: 5996.040039
	Iteration 44Q: 3 clusters Score -2.284771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175351 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -22847694.000000 Penalty: 5996.040039
	Iteration 45Q: 3 clusters Score -2.284769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -22847712.000000 Penalty: 5996.040039
	Iteration 46Q: 3 clusters Score -2.284771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175370 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22847728.000000 Penalty: 5996.040039
	Iteration 47Q: 3 clusters Score -2.284773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -22847710.000000 Penalty: 5996.040039
	Iteration 48Q: 3 clusters Score -2.284771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175393 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22847718.000000 Penalty: 5996.040039
	Iteration 49Q: 3 clusters Score -2.284772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175402 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22847722.000000 Penalty: 5996.040039
	Iteration 50Q: 3 clusters Score -2.284772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175414 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22847736.000000 Penalty: 5996.040039
	Iteration 51Q: 3 clusters Score -2.284774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175422 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -22847718.000000 Penalty: 5996.040039
	Iteration 52Q: 3 clusters Score -2.284772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -22847704.000000 Penalty: 5996.040039
	Iteration 53Q: 3 clusters Score -2.28477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22847696.000000 Penalty: 5996.040039
	Iteration 54Q: 3 clusters Score -2.28477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175440 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -22847708.000000 Penalty: 5996.040039
	Iteration 55Q: 3 clusters Score -2.284771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -22847694.000000 Penalty: 5996.040039
	Iteration 56Q: 3 clusters Score -2.284769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175453 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22847720.000000 Penalty: 5996.040039
	Iteration 57Q: 3 clusters Score -2.284772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22847716.000000 Penalty: 5996.040039
	Iteration 58Q: 3 clusters Score -2.284772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22847712.000000 Penalty: 5996.040039
	Iteration 59Q: 3 clusters Score -2.284771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175467 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -22847696.000000 Penalty: 5996.040039
	Iteration 60F: 3 clusters Score -2.28477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22847702.000000 Penalty: 5996.040039
	Iteration 61Q: 3 clusters Score -2.28477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -22847702.000000 Penalty: 5996.040039
	Iteration 62Q: 3 clusters Score -2.28477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22847700.000000 Penalty: 5996.040039
	Iteration 63Q: 3 clusters Score -2.28477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -22847718.000000 Penalty: 5996.040039
	Iteration 64Q: 3 clusters Score -2.284772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175486 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -22847706.000000 Penalty: 5996.040039
	Iteration 65Q: 3 clusters Score -2.284771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175486 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -22847706.000000 Penalty: 5996.040039
	Iteration 66F: 3 clusters Score -2.284771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (215254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215254 members 
Entering Unmasked Estep 
Score: -27504306.000000 Penalty: 3045.334473
	Iteration 0F: 2 clusters Score -2.750431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -27366264.000000 Penalty: 6090.668945
	Iteration 0F: 3 clusters Score -2.736626e+07 nChanged 103309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113641 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -27426194.000000 Penalty: 6090.668945
	Iteration 1F: 3 clusters Score -2.742619e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -27427264.000000 Penalty: 6090.668945
	Iteration 2Q: 3 clusters Score -2.742726e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 92466 members 
Entering Unmasked Estep 
Score: -27429250.000000 Penalty: 6090.668945
	Iteration 3Q: 3 clusters Score -2.742925e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131440 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -27432826.000000 Penalty: 6090.668945
	Iteration 4Q: 3 clusters Score -2.743283e+07 nChanged 13267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -27440528.000000 Penalty: 6090.668945
	Iteration 5F: 3 clusters Score -2.744053e+07 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163092 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -27454662.000000 Penalty: 6090.668945
	Iteration 6F: 3 clusters Score -2.745466e+07 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -27474306.000000 Penalty: 6090.668945
	Iteration 7F: 3 clusters Score -2.747431e+07 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202468 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -27490690.000000 Penalty: 6090.668945
	Iteration 8F: 3 clusters Score -2.749069e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211547 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -27498306.000000 Penalty: 6090.668945
	Iteration 9Q: 3 clusters Score -2.749831e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214346 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -27500704.000000 Penalty: 6090.668945
	Iteration 10Q: 3 clusters Score -2.75007e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214927 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27501174.000000 Penalty: 6090.668945
	Iteration 11Q: 3 clusters Score -2.750117e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215045 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27501362.000000 Penalty: 6090.668945
	Iteration 12Q: 3 clusters Score -2.750136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215067 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27501406.000000 Penalty: 6090.668945
	Iteration 13Q: 3 clusters Score -2.750141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215086 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27501466.000000 Penalty: 6090.668945
	Iteration 14Q: 3 clusters Score -2.750147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215095 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27501514.000000 Penalty: 6090.668945
	Iteration 15Q: 3 clusters Score -2.750151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27501530.000000 Penalty: 6090.668945
	Iteration 16Q: 3 clusters Score -2.750153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27501572.000000 Penalty: 6090.668945
	Iteration 17Q: 3 clusters Score -2.750157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215105 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27501564.000000 Penalty: 6090.668945
	Iteration 18Q: 3 clusters Score -2.750156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215108 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27501580.000000 Penalty: 6090.668945
	Iteration 19Q: 3 clusters Score -2.750158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27501574.000000 Penalty: 6090.668945
	Iteration 20F: 3 clusters Score -2.750157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215105 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27501574.000000 Penalty: 6090.668945
	Iteration 21Q: 3 clusters Score -2.750157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27501584.000000 Penalty: 6090.668945
	Iteration 22Q: 3 clusters Score -2.750158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27501584.000000 Penalty: 6090.668945
	Iteration 23F: 3 clusters Score -2.750158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Entering Unmasked Estep 
Score: -8450076.000000 Penalty: 2759.287598
	Iteration 0F: 2 clusters Score -8450076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -8404712.000000 Penalty: 5518.575195
	Iteration 0F: 3 clusters Score -8404712 nChanged 31518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -8422214.000000 Penalty: 5518.575195
	Iteration 1F: 3 clusters Score -8422214 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8422683.000000 Penalty: 5518.575195
	Iteration 2Q: 3 clusters Score -8422683 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -8423176.000000 Penalty: 5518.575195
	Iteration 3Q: 3 clusters Score -8423176 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -8423632.000000 Penalty: 5518.575195
	Iteration 4Q: 3 clusters Score -8423632 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -8424178.000000 Penalty: 5518.575195
	Iteration 5Q: 3 clusters Score -8424178 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -8424773.000000 Penalty: 5518.575195
	Iteration 6Q: 3 clusters Score -8424773 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -8425502.000000 Penalty: 5518.575195
	Iteration 7Q: 3 clusters Score -8425502 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -8426464.000000 Penalty: 5518.575195
	Iteration 8Q: 3 clusters Score -8426464 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8427734.000000 Penalty: 5518.575195
	Iteration 9Q: 3 clusters Score -8427734 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8429644.000000 Penalty: 5518.575195
	Iteration 10F: 3 clusters Score -8429644 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -8432416.000000 Penalty: 5518.575195
	Iteration 11F: 3 clusters Score -8432416 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -8435893.000000 Penalty: 5518.575195
	Iteration 12F: 3 clusters Score -8435893 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -8439988.000000 Penalty: 5518.575195
	Iteration 13F: 3 clusters Score -8439988 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -8443731.000000 Penalty: 5518.575195
	Iteration 14F: 3 clusters Score -8443731 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -8446098.000000 Penalty: 5518.575195
	Iteration 15Q: 3 clusters Score -8446098 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -8447119.000000 Penalty: 5518.575195
	Iteration 16Q: 3 clusters Score -8447119 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -8447472.000000 Penalty: 5518.575195
	Iteration 17Q: 3 clusters Score -8447472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -8447588.000000 Penalty: 5518.575195
	Iteration 18Q: 3 clusters Score -8447588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -8447655.000000 Penalty: 5518.575195
	Iteration 19Q: 3 clusters Score -8447655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -8447681.000000 Penalty: 5518.575195
	Iteration 20F: 3 clusters Score -8447681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -8447711.000000 Penalty: 5518.575195
	Iteration 21Q: 3 clusters Score -8447711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -8447736.000000 Penalty: 5518.575195
	Iteration 22Q: 3 clusters Score -8447736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -8447749.000000 Penalty: 5518.575195
	Iteration 23Q: 3 clusters Score -8447749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -8447746.000000 Penalty: 5518.575195
	Iteration 24Q: 3 clusters Score -8447746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -8447757.000000 Penalty: 5518.575195
	Iteration 25Q: 3 clusters Score -8447757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -8447761.000000 Penalty: 5518.575195
	Iteration 26Q: 3 clusters Score -8447761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -8447761.000000 Penalty: 5518.575195
	Iteration 27F: 3 clusters Score -8447761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (181109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181109 members 
Entering Unmasked Estep 
Score: -23177310.000000 Penalty: 3002.500000
	Iteration 0F: 2 clusters Score -2.317731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -23058118.000000 Penalty: 6005.000000
	Iteration 0F: 3 clusters Score -2.305812e+07 nChanged 86812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -23109744.000000 Penalty: 6005.000000
	Iteration 1F: 3 clusters Score -2.310974e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -23111410.000000 Penalty: 6005.000000
	Iteration 2Q: 3 clusters Score -2.311141e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -23113124.000000 Penalty: 6005.000000
	Iteration 3Q: 3 clusters Score -2.311312e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -23115544.000000 Penalty: 6005.000000
	Iteration 4Q: 3 clusters Score -2.311554e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -23119132.000000 Penalty: 6005.000000
	Iteration 5Q: 3 clusters Score -2.311913e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -23123644.000000 Penalty: 6005.000000
	Iteration 6F: 3 clusters Score -2.312364e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -23129956.000000 Penalty: 6005.000000
	Iteration 7F: 3 clusters Score -2.312996e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -23138062.000000 Penalty: 6005.000000
	Iteration 8F: 3 clusters Score -2.313806e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -23145576.000000 Penalty: 6005.000000
	Iteration 9F: 3 clusters Score -2.314558e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -23149872.000000 Penalty: 6005.000000
	Iteration 10Q: 3 clusters Score -2.314987e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -23152106.000000 Penalty: 6005.000000
	Iteration 11Q: 3 clusters Score -2.315211e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -23153222.000000 Penalty: 6005.000000
	Iteration 12Q: 3 clusters Score -2.315322e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -23154376.000000 Penalty: 6005.000000
	Iteration 13Q: 3 clusters Score -2.315438e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -23155528.000000 Penalty: 6005.000000
	Iteration 14Q: 3 clusters Score -2.315553e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -23156966.000000 Penalty: 6005.000000
	Iteration 15Q: 3 clusters Score -2.315697e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -23158434.000000 Penalty: 6005.000000
	Iteration 16Q: 3 clusters Score -2.315843e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 93235 members 
Entering Unmasked Estep 
Score: -23159870.000000 Penalty: 6005.000000
	Iteration 17Q: 3 clusters Score -2.315987e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -23161582.000000 Penalty: 6005.000000
	Iteration 18Q: 3 clusters Score -2.316158e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -23163176.000000 Penalty: 6005.000000
	Iteration 19Q: 3 clusters Score -2.316318e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 93122 members 
Entering Unmasked Estep 
Score: -23164620.000000 Penalty: 6005.000000
	Iteration 20F: 3 clusters Score -2.316462e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -23165530.000000 Penalty: 6005.000000
	Iteration 21Q: 3 clusters Score -2.316553e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -23166284.000000 Penalty: 6005.000000
	Iteration 22Q: 3 clusters Score -2.316628e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -23166774.000000 Penalty: 6005.000000
	Iteration 23Q: 3 clusters Score -2.316677e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -23167196.000000 Penalty: 6005.000000
	Iteration 24Q: 3 clusters Score -2.31672e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -23167454.000000 Penalty: 6005.000000
	Iteration 25Q: 3 clusters Score -2.316745e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -23167552.000000 Penalty: 6005.000000
	Iteration 26Q: 3 clusters Score -2.316755e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -23167706.000000 Penalty: 6005.000000
	Iteration 27Q: 3 clusters Score -2.316771e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -23167806.000000 Penalty: 6005.000000
	Iteration 28Q: 3 clusters Score -2.316781e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -23167900.000000 Penalty: 6005.000000
	Iteration 29Q: 3 clusters Score -2.31679e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84600 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -23167910.000000 Penalty: 6005.000000
	Iteration 30Q: 3 clusters Score -2.316791e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -23168010.000000 Penalty: 6005.000000
	Iteration 31Q: 3 clusters Score -2.316801e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 97787 members 
Entering Unmasked Estep 
Score: -23168042.000000 Penalty: 6005.000000
	Iteration 32Q: 3 clusters Score -2.316804e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -23168156.000000 Penalty: 6005.000000
	Iteration 33Q: 3 clusters Score -2.316816e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -23168198.000000 Penalty: 6005.000000
	Iteration 34Q: 3 clusters Score -2.31682e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -23168210.000000 Penalty: 6005.000000
	Iteration 35Q: 3 clusters Score -2.316821e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -23168294.000000 Penalty: 6005.000000
	Iteration 36Q: 3 clusters Score -2.316829e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -23168360.000000 Penalty: 6005.000000
	Iteration 37Q: 3 clusters Score -2.316836e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -23168366.000000 Penalty: 6005.000000
	Iteration 38Q: 3 clusters Score -2.316837e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -23168432.000000 Penalty: 6005.000000
	Iteration 39Q: 3 clusters Score -2.316843e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 102349 members 
Entering Unmasked Estep 
Score: -23168474.000000 Penalty: 6005.000000
	Iteration 40F: 3 clusters Score -2.316847e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 102808 members 
Entering Unmasked Estep 
Score: -23168504.000000 Penalty: 6005.000000
	Iteration 41Q: 3 clusters Score -2.31685e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -23168566.000000 Penalty: 6005.000000
	Iteration 42Q: 3 clusters Score -2.316857e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -23168640.000000 Penalty: 6005.000000
	Iteration 43Q: 3 clusters Score -2.316864e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -23168630.000000 Penalty: 6005.000000
	Iteration 44Q: 3 clusters Score -2.316863e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -23168694.000000 Penalty: 6005.000000
	Iteration 45Q: 3 clusters Score -2.316869e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 104852 members 
Entering Unmasked Estep 
Score: -23168730.000000 Penalty: 6005.000000
	Iteration 46Q: 3 clusters Score -2.316873e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -23168784.000000 Penalty: 6005.000000
	Iteration 47Q: 3 clusters Score -2.316878e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -23168806.000000 Penalty: 6005.000000
	Iteration 48Q: 3 clusters Score -2.316881e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -23168840.000000 Penalty: 6005.000000
	Iteration 49Q: 3 clusters Score -2.316884e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -23168786.000000 Penalty: 6005.000000
	Iteration 50Q: 3 clusters Score -2.316879e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75041 members 
Mstep: Class 2 contains 106068 members 
Entering Unmasked Estep 
Score: -23168790.000000 Penalty: 6005.000000
	Iteration 51Q: 3 clusters Score -2.316879e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -23168846.000000 Penalty: 6005.000000
	Iteration 52Q: 3 clusters Score -2.316885e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -23168834.000000 Penalty: 6005.000000
	Iteration 53Q: 3 clusters Score -2.316883e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -23168822.000000 Penalty: 6005.000000
	Iteration 54Q: 3 clusters Score -2.316882e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -23168844.000000 Penalty: 6005.000000
	Iteration 55Q: 3 clusters Score -2.316884e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -23168906.000000 Penalty: 6005.000000
	Iteration 56Q: 3 clusters Score -2.316891e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -23168894.000000 Penalty: 6005.000000
	Iteration 57Q: 3 clusters Score -2.316889e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -23168860.000000 Penalty: 6005.000000
	Iteration 58Q: 3 clusters Score -2.316886e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -23168864.000000 Penalty: 6005.000000
	Iteration 59Q: 3 clusters Score -2.316886e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -23168860.000000 Penalty: 6005.000000
	Iteration 60F: 3 clusters Score -2.316886e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
Score: -23168892.000000 Penalty: 6005.000000
	Iteration 61Q: 3 clusters Score -2.316889e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 108294 members 
Entering Unmasked Estep 
Score: -23168906.000000 Penalty: 6005.000000
	Iteration 62Q: 3 clusters Score -2.316891e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -23168876.000000 Penalty: 6005.000000
	Iteration 63Q: 3 clusters Score -2.316888e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 108616 members 
Entering Unmasked Estep 
Score: -23168862.000000 Penalty: 6005.000000
	Iteration 64Q: 3 clusters Score -2.316886e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -23168866.000000 Penalty: 6005.000000
	Iteration 65Q: 3 clusters Score -2.316887e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -23168860.000000 Penalty: 6005.000000
	Iteration 66Q: 3 clusters Score -2.316886e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72051 members 
Mstep: Class 2 contains 109058 members 
Entering Unmasked Estep 
Score: -23168858.000000 Penalty: 6005.000000
	Iteration 67Q: 3 clusters Score -2.316886e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -23168872.000000 Penalty: 6005.000000
	Iteration 68Q: 3 clusters Score -2.316887e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -23168906.000000 Penalty: 6005.000000
	Iteration 69Q: 3 clusters Score -2.316891e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 109508 members 
Entering Unmasked Estep 
Score: -23168922.000000 Penalty: 6005.000000
	Iteration 70Q: 3 clusters Score -2.316892e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -23168968.000000 Penalty: 6005.000000
	Iteration 71Q: 3 clusters Score -2.316897e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 109781 members 
Entering Unmasked Estep 
Score: -23168954.000000 Penalty: 6005.000000
	Iteration 72Q: 3 clusters Score -2.316895e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 109901 members 
Entering Unmasked Estep 
Score: -23168948.000000 Penalty: 6005.000000
	Iteration 73Q: 3 clusters Score -2.316895e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 110009 members 
Entering Unmasked Estep 
Score: -23168992.000000 Penalty: 6005.000000
	Iteration 74Q: 3 clusters Score -2.316899e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -23168960.000000 Penalty: 6005.000000
	Iteration 75Q: 3 clusters Score -2.316896e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -23168950.000000 Penalty: 6005.000000
	Iteration 76Q: 3 clusters Score -2.316895e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -23168940.000000 Penalty: 6005.000000
	Iteration 77Q: 3 clusters Score -2.316894e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 110344 members 
Entering Unmasked Estep 
Score: -23168924.000000 Penalty: 6005.000000
	Iteration 78Q: 3 clusters Score -2.316892e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -23168918.000000 Penalty: 6005.000000
	Iteration 79Q: 3 clusters Score -2.316892e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -23168908.000000 Penalty: 6005.000000
	Iteration 80F: 3 clusters Score -2.316891e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70502 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -23168860.000000 Penalty: 6005.000000
	Iteration 81Q: 3 clusters Score -2.316886e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 110693 members 
Entering Unmasked Estep 
Score: -23168878.000000 Penalty: 6005.000000
	Iteration 82Q: 3 clusters Score -2.316888e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -23168890.000000 Penalty: 6005.000000
	Iteration 83Q: 3 clusters Score -2.316889e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -23168878.000000 Penalty: 6005.000000
	Iteration 84Q: 3 clusters Score -2.316888e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.316889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -23168892.000000 Penalty: 6005.000000
	Iteration 86Q: 3 clusters Score -2.316889e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -23168868.000000 Penalty: 6005.000000
	Iteration 87Q: 3 clusters Score -2.316887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 111086 members 
Entering Unmasked Estep 
Score: -23168882.000000 Penalty: 6005.000000
	Iteration 88Q: 3 clusters Score -2.316888e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 111146 members 
Entering Unmasked Estep 
Score: -23168886.000000 Penalty: 6005.000000
	Iteration 89Q: 3 clusters Score -2.316889e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -23168920.000000 Penalty: 6005.000000
	Iteration 90Q: 3 clusters Score -2.316892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -23168924.000000 Penalty: 6005.000000
	Iteration 91Q: 3 clusters Score -2.316892e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 111346 members 
Entering Unmasked Estep 
Score: -23168894.000000 Penalty: 6005.000000
	Iteration 92Q: 3 clusters Score -2.316889e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 111427 members 
Entering Unmasked Estep 
Score: -23168890.000000 Penalty: 6005.000000
	Iteration 93Q: 3 clusters Score -2.316889e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -23168938.000000 Penalty: 6005.000000
	Iteration 94Q: 3 clusters Score -2.316894e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -23168942.000000 Penalty: 6005.000000
	Iteration 95Q: 3 clusters Score -2.316894e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 111643 members 
Entering Unmasked Estep 
Score: -23168966.000000 Penalty: 6005.000000
	Iteration 96Q: 3 clusters Score -2.316897e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 111699 members 
Entering Unmasked Estep 
Score: -23168982.000000 Penalty: 6005.000000
	Iteration 97Q: 3 clusters Score -2.316898e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.316899e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 111812 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.316898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 111857 members 
Entering Unmasked Estep 
Score: -23168970.000000 Penalty: 6005.000000
	Iteration 100F: 3 clusters Score -2.316897e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 111901 members 
Entering Unmasked Estep 
Score: -23168976.000000 Penalty: 6005.000000
	Iteration 101Q: 3 clusters Score -2.316898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -23168990.000000 Penalty: 6005.000000
	Iteration 102Q: 3 clusters Score -2.316899e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -23168984.000000 Penalty: 6005.000000
	Iteration 103Q: 3 clusters Score -2.316898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -23168980.000000 Penalty: 6005.000000
	Iteration 104Q: 3 clusters Score -2.316898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -23169008.000000 Penalty: 6005.000000
	Iteration 105Q: 3 clusters Score -2.316901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 112104 members 
Entering Unmasked Estep 
Score: -23169008.000000 Penalty: 6005.000000
	Iteration 106Q: 3 clusters Score -2.316901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 112142 members 
Entering Unmasked Estep 
Score: -23169014.000000 Penalty: 6005.000000
	Iteration 107Q: 3 clusters Score -2.316901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -23169004.000000 Penalty: 6005.000000
	Iteration 108Q: 3 clusters Score -2.3169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -23168992.000000 Penalty: 6005.000000
	Iteration 109Q: 3 clusters Score -2.316899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 112230 members 
Entering Unmasked Estep 
Score: -23168988.000000 Penalty: 6005.000000
	Iteration 110Q: 3 clusters Score -2.316899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -23168998.000000 Penalty: 6005.000000
	Iteration 111Q: 3 clusters Score -2.3169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -23168998.000000 Penalty: 6005.000000
	Iteration 112Q: 3 clusters Score -2.3169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -23168978.000000 Penalty: 6005.000000
	Iteration 113Q: 3 clusters Score -2.316898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 112298 members 
Entering Unmasked Estep 
Score: -23168988.000000 Penalty: 6005.000000
	Iteration 114Q: 3 clusters Score -2.316899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 112316 members 
Entering Unmasked Estep 
Score: -23168976.000000 Penalty: 6005.000000
	Iteration 115Q: 3 clusters Score -2.316898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -23168972.000000 Penalty: 6005.000000
	Iteration 116Q: 3 clusters Score -2.316897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 112340 members 
Entering Unmasked Estep 
Score: -23168964.000000 Penalty: 6005.000000
	Iteration 117Q: 3 clusters Score -2.316896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -23168976.000000 Penalty: 6005.000000
	Iteration 118Q: 3 clusters Score -2.316898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -23168988.000000 Penalty: 6005.000000
	Iteration 119Q: 3 clusters Score -2.316899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -23168964.000000 Penalty: 6005.000000
	Iteration 120F: 3 clusters Score -2.316896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -23168960.000000 Penalty: 6005.000000
	Iteration 121Q: 3 clusters Score -2.316896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -23168976.000000 Penalty: 6005.000000
	Iteration 122Q: 3 clusters Score -2.316898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 112407 members 
Entering Unmasked Estep 
Score: -23168958.000000 Penalty: 6005.000000
	Iteration 123Q: 3 clusters Score -2.316896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -23168976.000000 Penalty: 6005.000000
	Iteration 124Q: 3 clusters Score -2.316898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -23168954.000000 Penalty: 6005.000000
	Iteration 125Q: 3 clusters Score -2.316895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -23168970.000000 Penalty: 6005.000000
	Iteration 126Q: 3 clusters Score -2.316897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 112492 members 
Entering Unmasked Estep 
Score: -23168978.000000 Penalty: 6005.000000
	Iteration 127Q: 3 clusters Score -2.316898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 112523 members 
Entering Unmasked Estep 
Score: -23168956.000000 Penalty: 6005.000000
	Iteration 128Q: 3 clusters Score -2.316896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 112554 members 
Entering Unmasked Estep 
Score: -23168944.000000 Penalty: 6005.000000
	Iteration 129Q: 3 clusters Score -2.316894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -23168958.000000 Penalty: 6005.000000
	Iteration 130Q: 3 clusters Score -2.316896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -23168944.000000 Penalty: 6005.000000
	Iteration 131Q: 3 clusters Score -2.316894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -23168954.000000 Penalty: 6005.000000
	Iteration 132Q: 3 clusters Score -2.316895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -23168960.000000 Penalty: 6005.000000
	Iteration 133Q: 3 clusters Score -2.316896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 112664 members 
Entering Unmasked Estep 
Score: -23168958.000000 Penalty: 6005.000000
	Iteration 134Q: 3 clusters Score -2.316896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68428 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -23168970.000000 Penalty: 6005.000000
	Iteration 135Q: 3 clusters Score -2.316897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -23168964.000000 Penalty: 6005.000000
	Iteration 136Q: 3 clusters Score -2.316896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68379 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -23168950.000000 Penalty: 6005.000000
	Iteration 137Q: 3 clusters Score -2.316895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -23168934.000000 Penalty: 6005.000000
	Iteration 138Q: 3 clusters Score -2.316893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 112768 members 
Entering Unmasked Estep 
Score: -23168922.000000 Penalty: 6005.000000
	Iteration 139Q: 3 clusters Score -2.316892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -23168894.000000 Penalty: 6005.000000
	Iteration 140F: 3 clusters Score -2.316889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -23168910.000000 Penalty: 6005.000000
	Iteration 141Q: 3 clusters Score -2.316891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 112822 members 
Entering Unmasked Estep 
Score: -23168902.000000 Penalty: 6005.000000
	Iteration 142Q: 3 clusters Score -2.31689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -23168870.000000 Penalty: 6005.000000
	Iteration 143Q: 3 clusters Score -2.316887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 112866 members 
Entering Unmasked Estep 
Score: -23168866.000000 Penalty: 6005.000000
	Iteration 144Q: 3 clusters Score -2.316887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -23168856.000000 Penalty: 6005.000000
	Iteration 145Q: 3 clusters Score -2.316886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -23168868.000000 Penalty: 6005.000000
	Iteration 146Q: 3 clusters Score -2.316887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 112924 members 
Entering Unmasked Estep 
Score: -23168868.000000 Penalty: 6005.000000
	Iteration 147Q: 3 clusters Score -2.316887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -23168870.000000 Penalty: 6005.000000
	Iteration 148Q: 3 clusters Score -2.316887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -23168880.000000 Penalty: 6005.000000
	Iteration 149Q: 3 clusters Score -2.316888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -23168890.000000 Penalty: 6005.000000
	Iteration 150Q: 3 clusters Score -2.316889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -23168910.000000 Penalty: 6005.000000
	Iteration 151Q: 3 clusters Score -2.316891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 112998 members 
Entering Unmasked Estep 
Score: -23168916.000000 Penalty: 6005.000000
	Iteration 152Q: 3 clusters Score -2.316892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -23168908.000000 Penalty: 6005.000000
	Iteration 153Q: 3 clusters Score -2.316891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -23168910.000000 Penalty: 6005.000000
	Iteration 154Q: 3 clusters Score -2.316891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -23168900.000000 Penalty: 6005.000000
	Iteration 155Q: 3 clusters Score -2.31689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -23168886.000000 Penalty: 6005.000000
	Iteration 156Q: 3 clusters Score -2.316889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -23168886.000000 Penalty: 6005.000000
	Iteration 157Q: 3 clusters Score -2.316889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 113044 members 
Entering Unmasked Estep 
Score: -23168894.000000 Penalty: 6005.000000
	Iteration 158Q: 3 clusters Score -2.316889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -23168884.000000 Penalty: 6005.000000
	Iteration 159Q: 3 clusters Score -2.316888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -23168888.000000 Penalty: 6005.000000
	Iteration 160F: 3 clusters Score -2.316889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -23168884.000000 Penalty: 6005.000000
	Iteration 161Q: 3 clusters Score -2.316888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -23168888.000000 Penalty: 6005.000000
	Iteration 162Q: 3 clusters Score -2.316889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -23168892.000000 Penalty: 6005.000000
	Iteration 163Q: 3 clusters Score -2.316889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -23168892.000000 Penalty: 6005.000000
	Iteration 164Q: 3 clusters Score -2.316889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -23168894.000000 Penalty: 6005.000000
	Iteration 165Q: 3 clusters Score -2.316889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -23168884.000000 Penalty: 6005.000000
	Iteration 166Q: 3 clusters Score -2.316888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -23168886.000000 Penalty: 6005.000000
	Iteration 167Q: 3 clusters Score -2.316889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -23168886.000000 Penalty: 6005.000000
	Iteration 168F: 3 clusters Score -2.316889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -260067.546875 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -260067.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -257304.203125 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -257304.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257756.109375 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -257756.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -257870.406250 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -257870.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -257937.515625 Penalty: 3813.927979
	Iteration 3Q: 3 clusters Score -257937.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -257982.312500 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -257982.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -258006.390625 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -258006.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -258028.718750 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -258028.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -258055.828125 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -258055.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -258082.531250 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -258082.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -258104.937500 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -258104.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -258121.078125 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -258121.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -258135.390625 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -258135.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -258147.250000 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -258147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -258157.984375 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -258158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -258173.406250 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -258173.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -258185.734375 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -258185.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258191.437500 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -258191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -258198.656250 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -258198.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -258208.656250 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -258208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -258215.109375 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -258215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -258219.500000 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -258219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -258222.921875 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -258222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -258225.093750 Penalty: 3813.927979
	Iteration 22Q: 3 clusters Score -258225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -258226.921875 Penalty: 3813.927979
	Iteration 23Q: 3 clusters Score -258226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258228.609375 Penalty: 3813.927979
	Iteration 24Q: 3 clusters Score -258228.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258230.312500 Penalty: 3813.927979
	Iteration 25Q: 3 clusters Score -258230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -258232.359375 Penalty: 3813.927979
	Iteration 26Q: 3 clusters Score -258232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258232.437500 Penalty: 3813.927979
	Iteration 27Q: 3 clusters Score -258232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258232.437500 Penalty: 3813.927979
	Iteration 28F: 3 clusters Score -258232.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51999.449219 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -51999.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52316.265625 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52316.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52549.582031 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52549.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52849.570312 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -52849.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53218.390625 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -53218.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -53302.859375 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53302.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -53350.648438 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53350.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53416.644531 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53416.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -53465.601562 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -53489.074219 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53489.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -53495.621094 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53495.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -53497.718750 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53497.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -53512.234375 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53512.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53524.851562 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53524.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53538.085938 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -53538.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -53570.718750 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -53570.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53611.230469 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -53611.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53635.671875 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -53635.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53650.121094 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -53650.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53658.089844 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -53658.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53669.261719 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -53669.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53754.632812 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -53754.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53806.867188 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -53806.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53868.457031 Penalty: 3115.076416
	Iteration 23Q: 3 clusters Score -53868.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -53916.832031 Penalty: 3115.076416
	Iteration 24Q: 3 clusters Score -53916.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53946.105469 Penalty: 3115.076416
	Iteration 25Q: 3 clusters Score -53946.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53962.527344 Penalty: 3115.076416
	Iteration 26Q: 3 clusters Score -53962.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54022.164062 Penalty: 3115.076416
	Iteration 27F: 3 clusters Score -54022.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54235.281250 Penalty: 3115.076416
	Iteration 28Q: 3 clusters Score -54235.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -54385.265625 Penalty: 3115.076416
	Iteration 29Q: 3 clusters Score -54385.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -54385.265625 Penalty: 3115.076416
	Iteration 30F: 3 clusters Score -54385.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177867 members 
Mstep: Class 4 contains 215254 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 181109 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 142 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 69127 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 208642 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149671072.000000 Penalty: 62449.558594
Splitting cluster 8 changes total score from -149672000.000000 to -149671072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (53568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Entering Unmasked Estep 
Score: -6906324.500000 Penalty: 2700.399414
	Iteration 0F: 2 clusters Score -6906324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -6870192.500000 Penalty: 5400.798828
	Iteration 0F: 3 clusters Score -6870192 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -6884084.500000 Penalty: 5400.798828
	Iteration 1F: 3 clusters Score -6884084 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6884602.000000 Penalty: 5400.798828
	Iteration 2Q: 3 clusters Score -6884602 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -6885145.000000 Penalty: 5400.798828
	Iteration 3Q: 3 clusters Score -6885145 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -6885891.500000 Penalty: 5400.798828
	Iteration 4Q: 3 clusters Score -6885892 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6886995.500000 Penalty: 5400.798828
	Iteration 5Q: 3 clusters Score -6886996 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -6888446.000000 Penalty: 5400.798828
	Iteration 6F: 3 clusters Score -6888446 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -6890607.500000 Penalty: 5400.798828
	Iteration 7F: 3 clusters Score -6890608 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -6893455.500000 Penalty: 5400.798828
	Iteration 8F: 3 clusters Score -6893456 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -6896715.000000 Penalty: 5400.798828
	Iteration 9F: 3 clusters Score -6896715 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -6899765.000000 Penalty: 5400.798828
	Iteration 10F: 3 clusters Score -6899765 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -6901478.500000 Penalty: 5400.798828
	Iteration 11Q: 3 clusters Score -6901478 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -6902155.500000 Penalty: 5400.798828
	Iteration 12Q: 3 clusters Score -6902156 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6902438.500000 Penalty: 5400.798828
	Iteration 13Q: 3 clusters Score -6902438 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -6902665.500000 Penalty: 5400.798828
	Iteration 14Q: 3 clusters Score -6902666 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -6902830.000000 Penalty: 5400.798828
	Iteration 15Q: 3 clusters Score -6902830 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6902958.000000 Penalty: 5400.798828
	Iteration 16Q: 3 clusters Score -6902958 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -6903074.500000 Penalty: 5400.798828
	Iteration 17Q: 3 clusters Score -6903074 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6903221.500000 Penalty: 5400.798828
	Iteration 18Q: 3 clusters Score -6903222 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6903323.500000 Penalty: 5400.798828
	Iteration 19Q: 3 clusters Score -6903324 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -6903442.000000 Penalty: 5400.798828
	Iteration 20F: 3 clusters Score -6903442 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -6903527.500000 Penalty: 5400.798828
	Iteration 21Q: 3 clusters Score -6903528 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6903627.000000 Penalty: 5400.798828
	Iteration 22Q: 3 clusters Score -6903627 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -6903690.000000 Penalty: 5400.798828
	Iteration 23Q: 3 clusters Score -6903690 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6903773.500000 Penalty: 5400.798828
	Iteration 24Q: 3 clusters Score -6903774 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6903812.000000 Penalty: 5400.798828
	Iteration 25Q: 3 clusters Score -6903812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6903882.500000 Penalty: 5400.798828
	Iteration 26Q: 3 clusters Score -6903882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6903929.500000 Penalty: 5400.798828
	Iteration 27Q: 3 clusters Score -6903930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -6903964.500000 Penalty: 5400.798828
	Iteration 28Q: 3 clusters Score -6903964 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6904013.500000 Penalty: 5400.798828
	Iteration 29Q: 3 clusters Score -6904014 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6904045.500000 Penalty: 5400.798828
	Iteration 30Q: 3 clusters Score -6904046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6904077.500000 Penalty: 5400.798828
	Iteration 31Q: 3 clusters Score -6904078 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6904104.000000 Penalty: 5400.798828
	Iteration 32Q: 3 clusters Score -6904104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6904147.000000 Penalty: 5400.798828
	Iteration 33Q: 3 clusters Score -6904147 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6904172.000000 Penalty: 5400.798828
	Iteration 34Q: 3 clusters Score -6904172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6904189.000000 Penalty: 5400.798828
	Iteration 35Q: 3 clusters Score -6904189 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6904203.000000 Penalty: 5400.798828
	Iteration 36Q: 3 clusters Score -6904203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6904217.500000 Penalty: 5400.798828
	Iteration 37Q: 3 clusters Score -6904218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6904235.000000 Penalty: 5400.798828
	Iteration 38Q: 3 clusters Score -6904235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6904261.000000 Penalty: 5400.798828
	Iteration 39Q: 3 clusters Score -6904261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6904276.500000 Penalty: 5400.798828
	Iteration 40F: 3 clusters Score -6904276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6904293.000000 Penalty: 5400.798828
	Iteration 41Q: 3 clusters Score -6904293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6904301.000000 Penalty: 5400.798828
	Iteration 42Q: 3 clusters Score -6904301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6904320.500000 Penalty: 5400.798828
	Iteration 43Q: 3 clusters Score -6904320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6904314.000000 Penalty: 5400.798828
	Iteration 44Q: 3 clusters Score -6904314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6904321.500000 Penalty: 5400.798828
	Iteration 45Q: 3 clusters Score -6904322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6904329.500000 Penalty: 5400.798828
	Iteration 46Q: 3 clusters Score -6904330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6904337.000000 Penalty: 5400.798828
	Iteration 47Q: 3 clusters Score -6904337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6904340.500000 Penalty: 5400.798828
	Iteration 48Q: 3 clusters Score -6904340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6904345.000000 Penalty: 5400.798828
	Iteration 49Q: 3 clusters Score -6904345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6904360.500000 Penalty: 5400.798828
	Iteration 50Q: 3 clusters Score -6904360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6904357.000000 Penalty: 5400.798828
	Iteration 51Q: 3 clusters Score -6904357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6904358.000000 Penalty: 5400.798828
	Iteration 52Q: 3 clusters Score -6904358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6904362.500000 Penalty: 5400.798828
	Iteration 53Q: 3 clusters Score -6904362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6904354.500000 Penalty: 5400.798828
	Iteration 54Q: 3 clusters Score -6904354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6904353.000000 Penalty: 5400.798828
	Iteration 55Q: 3 clusters Score -6904353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6904358.000000 Penalty: 5400.798828
	Iteration 56Q: 3 clusters Score -6904358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6904364.500000 Penalty: 5400.798828
	Iteration 57Q: 3 clusters Score -6904364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6904369.000000 Penalty: 5400.798828
	Iteration 58Q: 3 clusters Score -6904369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6904391.000000 Penalty: 5400.798828
	Iteration 59Q: 3 clusters Score -6904391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6904386.500000 Penalty: 5400.798828
	Iteration 60F: 3 clusters Score -6904386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6904381.000000 Penalty: 5400.798828
	Iteration 61Q: 3 clusters Score -6904381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6904385.000000 Penalty: 5400.798828
	Iteration 62Q: 3 clusters Score -6904385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6904374.500000 Penalty: 5400.798828
	Iteration 63Q: 3 clusters Score -6904374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6904375.500000 Penalty: 5400.798828
	Iteration 64Q: 3 clusters Score -6904376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6904377.000000 Penalty: 5400.798828
	Iteration 65Q: 3 clusters Score -6904377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6904374.000000 Penalty: 5400.798828
	Iteration 66Q: 3 clusters Score -6904374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6904384.000000 Penalty: 5400.798828
	Iteration 67Q: 3 clusters Score -6904384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6904379.500000 Penalty: 5400.798828
	Iteration 68Q: 3 clusters Score -6904380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6904380.500000 Penalty: 5400.798828
	Iteration 69Q: 3 clusters Score -6904380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6904381.000000 Penalty: 5400.798828
	Iteration 70Q: 3 clusters Score -6904381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6904390.000000 Penalty: 5400.798828
	Iteration 71Q: 3 clusters Score -6904390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6904384.000000 Penalty: 5400.798828
	Iteration 72Q: 3 clusters Score -6904384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6904376.000000 Penalty: 5400.798828
	Iteration 73Q: 3 clusters Score -6904376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6904381.000000 Penalty: 5400.798828
	Iteration 74Q: 3 clusters Score -6904381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6904385.500000 Penalty: 5400.798828
	Iteration 75Q: 3 clusters Score -6904386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6904390.500000 Penalty: 5400.798828
	Iteration 76Q: 3 clusters Score -6904390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6904394.000000 Penalty: 5400.798828
	Iteration 77Q: 3 clusters Score -6904394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6904396.500000 Penalty: 5400.798828
	Iteration 78Q: 3 clusters Score -6904396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6904391.500000 Penalty: 5400.798828
	Iteration 79Q: 3 clusters Score -6904392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6904393.500000 Penalty: 5400.798828
	Iteration 80F: 3 clusters Score -6904394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6904393.500000 Penalty: 5400.798828
	Iteration 81Q: 3 clusters Score -6904394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6904393.500000 Penalty: 5400.798828
	Iteration 82Q: 3 clusters Score -6904394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6904389.500000 Penalty: 5400.798828
	Iteration 83Q: 3 clusters Score -6904390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6904389.500000 Penalty: 5400.798828
	Iteration 84F: 3 clusters Score -6904390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Entering Unmasked Estep 
Score: -8901208.000000 Penalty: 2763.637695
	Iteration 0F: 2 clusters Score -8901208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -8854729.000000 Penalty: 5527.275391
	Iteration 0F: 3 clusters Score -8854729 nChanged 32436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -8873575.000000 Penalty: 5527.275391
	Iteration 1F: 3 clusters Score -8873575 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -8874553.000000 Penalty: 5527.275391
	Iteration 2Q: 3 clusters Score -8874553 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8875962.000000 Penalty: 5527.275391
	Iteration 3Q: 3 clusters Score -8875962 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8878471.000000 Penalty: 5527.275391
	Iteration 4F: 3 clusters Score -8878471 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8882608.000000 Penalty: 5527.275391
	Iteration 5F: 3 clusters Score -8882608 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -8887806.000000 Penalty: 5527.275391
	Iteration 6F: 3 clusters Score -8887806 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -8892734.000000 Penalty: 5527.275391
	Iteration 7F: 3 clusters Score -8892734 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8895943.000000 Penalty: 5527.275391
	Iteration 8Q: 3 clusters Score -8895943 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8897525.000000 Penalty: 5527.275391
	Iteration 9Q: 3 clusters Score -8897525 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8898217.000000 Penalty: 5527.275391
	Iteration 10Q: 3 clusters Score -8898217 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8898605.000000 Penalty: 5527.275391
	Iteration 11Q: 3 clusters Score -8898605 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8898828.000000 Penalty: 5527.275391
	Iteration 12Q: 3 clusters Score -8898828 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8898948.000000 Penalty: 5527.275391
	Iteration 13Q: 3 clusters Score -8898948 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8899037.000000 Penalty: 5527.275391
	Iteration 14Q: 3 clusters Score -8899037 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8899104.000000 Penalty: 5527.275391
	Iteration 15Q: 3 clusters Score -8899104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8899122.000000 Penalty: 5527.275391
	Iteration 16Q: 3 clusters Score -8899122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8899139.000000 Penalty: 5527.275391
	Iteration 17Q: 3 clusters Score -8899139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8899156.000000 Penalty: 5527.275391
	Iteration 18Q: 3 clusters Score -8899156 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8899166.000000 Penalty: 5527.275391
	Iteration 19Q: 3 clusters Score -8899166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8899183.000000 Penalty: 5527.275391
	Iteration 20F: 3 clusters Score -8899183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8899180.000000 Penalty: 5527.275391
	Iteration 21Q: 3 clusters Score -8899180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8899189.000000 Penalty: 5527.275391
	Iteration 22Q: 3 clusters Score -8899189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8899197.000000 Penalty: 5527.275391
	Iteration 23Q: 3 clusters Score -8899197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8899210.000000 Penalty: 5527.275391
	Iteration 24Q: 3 clusters Score -8899210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8899199.000000 Penalty: 5527.275391
	Iteration 25Q: 3 clusters Score -8899199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8899212.000000 Penalty: 5527.275391
	Iteration 26Q: 3 clusters Score -8899212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8899208.000000 Penalty: 5527.275391
	Iteration 27Q: 3 clusters Score -8899208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8899209.000000 Penalty: 5527.275391
	Iteration 28Q: 3 clusters Score -8899209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8899212.000000 Penalty: 5527.275391
	Iteration 29Q: 3 clusters Score -8899212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8899221.000000 Penalty: 5527.275391
	Iteration 30Q: 3 clusters Score -8899221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8899215.000000 Penalty: 5527.275391
	Iteration 31Q: 3 clusters Score -8899215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8899217.000000 Penalty: 5527.275391
	Iteration 32Q: 3 clusters Score -8899217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8899218.000000 Penalty: 5527.275391
	Iteration 33Q: 3 clusters Score -8899218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8899218.000000 Penalty: 5527.275391
	Iteration 34F: 3 clusters Score -8899218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Entering Unmasked Estep 
Score: -2065951.250000 Penalty: 2402.193359
	Iteration 0F: 2 clusters Score -2065951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2054377.750000 Penalty: 4804.386719
	Iteration 0F: 3 clusters Score -2054378 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2058140.750000 Penalty: 4804.386719
	Iteration 1F: 3 clusters Score -2058141 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2058530.500000 Penalty: 4804.386719
	Iteration 2F: 3 clusters Score -2058530 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2058826.625000 Penalty: 4804.386719
	Iteration 3Q: 3 clusters Score -2058827 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2059138.625000 Penalty: 4804.386719
	Iteration 4Q: 3 clusters Score -2059139 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2059499.875000 Penalty: 4804.386719
	Iteration 5Q: 3 clusters Score -2059500 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2059947.500000 Penalty: 4804.386719
	Iteration 6Q: 3 clusters Score -2059948 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2060522.750000 Penalty: 4804.386719
	Iteration 7F: 3 clusters Score -2060523 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2061214.875000 Penalty: 4804.386719
	Iteration 8F: 3 clusters Score -2061215 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2061976.500000 Penalty: 4804.386719
	Iteration 9F: 3 clusters Score -2061976 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2062601.625000 Penalty: 4804.386719
	Iteration 10Q: 3 clusters Score -2062602 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2063045.750000 Penalty: 4804.386719
	Iteration 11Q: 3 clusters Score -2063046 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2063326.875000 Penalty: 4804.386719
	Iteration 12Q: 3 clusters Score -2063327 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2063492.500000 Penalty: 4804.386719
	Iteration 13Q: 3 clusters Score -2063492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2063606.375000 Penalty: 4804.386719
	Iteration 14Q: 3 clusters Score -2063606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2063688.625000 Penalty: 4804.386719
	Iteration 15Q: 3 clusters Score -2063689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2063739.125000 Penalty: 4804.386719
	Iteration 16Q: 3 clusters Score -2063739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2063781.125000 Penalty: 4804.386719
	Iteration 17Q: 3 clusters Score -2063781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2063795.125000 Penalty: 4804.386719
	Iteration 18Q: 3 clusters Score -2063795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2063802.250000 Penalty: 4804.386719
	Iteration 19Q: 3 clusters Score -2063802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2063804.625000 Penalty: 4804.386719
	Iteration 20F: 3 clusters Score -2063805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2063802.875000 Penalty: 4804.386719
	Iteration 21Q: 3 clusters Score -2063803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2063807.750000 Penalty: 4804.386719
	Iteration 22Q: 3 clusters Score -2063808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2063807.625000 Penalty: 4804.386719
	Iteration 23Q: 3 clusters Score -2063808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2063807.625000 Penalty: 4804.386719
	Iteration 24F: 3 clusters Score -2063808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (208642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208642 members 
Entering Unmasked Estep 
Score: -26820986.000000 Penalty: 3037.596924
	Iteration 0F: 2 clusters Score -2.682099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104430 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -26686992.000000 Penalty: 6075.193848
	Iteration 0F: 3 clusters Score -2.668699e+07 nChanged 100262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -26745754.000000 Penalty: 6075.193848
	Iteration 1F: 3 clusters Score -2.674575e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -26746852.000000 Penalty: 6075.193848
	Iteration 2Q: 3 clusters Score -2.674685e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -26748116.000000 Penalty: 6075.193848
	Iteration 3Q: 3 clusters Score -2.674812e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116902 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -26749720.000000 Penalty: 6075.193848
	Iteration 4Q: 3 clusters Score -2.674972e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123908 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -26753042.000000 Penalty: 6075.193848
	Iteration 5Q: 3 clusters Score -2.675304e+07 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -26758524.000000 Penalty: 6075.193848
	Iteration 6F: 3 clusters Score -2.675852e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -26767956.000000 Penalty: 6075.193848
	Iteration 7F: 3 clusters Score -2.676796e+07 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -26782582.000000 Penalty: 6075.193848
	Iteration 8F: 3 clusters Score -2.678258e+07 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181346 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -26798532.000000 Penalty: 6075.193848
	Iteration 9F: 3 clusters Score -2.679853e+07 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -26810104.000000 Penalty: 6075.193848
	Iteration 10F: 3 clusters Score -2.68101e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202804 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -26815210.000000 Penalty: 6075.193848
	Iteration 11Q: 3 clusters Score -2.681521e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206277 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -26817192.000000 Penalty: 6075.193848
	Iteration 12Q: 3 clusters Score -2.681719e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207525 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26817916.000000 Penalty: 6075.193848
	Iteration 13Q: 3 clusters Score -2.681792e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -26818162.000000 Penalty: 6075.193848
	Iteration 14Q: 3 clusters Score -2.681816e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208109 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -26818278.000000 Penalty: 6075.193848
	Iteration 15Q: 3 clusters Score -2.681828e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208174 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -26818308.000000 Penalty: 6075.193848
	Iteration 16Q: 3 clusters Score -2.681831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208214 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -26818378.000000 Penalty: 6075.193848
	Iteration 17Q: 3 clusters Score -2.681838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26818392.000000 Penalty: 6075.193848
	Iteration 18Q: 3 clusters Score -2.681839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26818390.000000 Penalty: 6075.193848
	Iteration 19Q: 3 clusters Score -2.681839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208256 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26818414.000000 Penalty: 6075.193848
	Iteration 20F: 3 clusters Score -2.681841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208266 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26818414.000000 Penalty: 6075.193848
	Iteration 21Q: 3 clusters Score -2.681841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208265 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26818410.000000 Penalty: 6075.193848
	Iteration 22Q: 3 clusters Score -2.681841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208268 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26818412.000000 Penalty: 6075.193848
	Iteration 23Q: 3 clusters Score -2.681841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208270 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26818426.000000 Penalty: 6075.193848
	Iteration 24Q: 3 clusters Score -2.681843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208274 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26818416.000000 Penalty: 6075.193848
	Iteration 25Q: 3 clusters Score -2.681842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -26818418.000000 Penalty: 6075.193848
	Iteration 26Q: 3 clusters Score -2.681842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26818424.000000 Penalty: 6075.193848
	Iteration 27Q: 3 clusters Score -2.681842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26818416.000000 Penalty: 6075.193848
	Iteration 28Q: 3 clusters Score -2.681842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208284 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -26818416.000000 Penalty: 6075.193848
	Iteration 29F: 3 clusters Score -2.681842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -452031.656250 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -452031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -448300.937500 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -448300.9 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -449061.000000 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -449061 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -449236.906250 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -449236.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -449326.437500 Penalty: 4076.652344
	Iteration 3Q: 3 clusters Score -449326.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -449387.906250 Penalty: 4076.652344
	Iteration 4Q: 3 clusters Score -449387.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -449442.500000 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -449442.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449486.250000 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -449486.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -449537.781250 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -449537.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -449583.625000 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -449583.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -449626.312500 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -449626.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -449683.250000 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -449683.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -449741.312500 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -449741.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -449791.593750 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -449791.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -449841.250000 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -449841.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -449900.656250 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -449900.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -449955.531250 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -449955.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -449998.937500 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -449998.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -450035.250000 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -450035.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -450065.093750 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -450065.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -450088.781250 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -450088.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -450106.031250 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -450106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -450122.750000 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -450122.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -450133.843750 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -450133.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -450144.937500 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -450144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -450155.531250 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -450155.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -450162.875000 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -450162.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -450171.906250 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -450171.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -450180.562500 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -450180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -450187.218750 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -450187.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -450195.656250 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -450195.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -450206.156250 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -450206.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -450213.093750 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -450213.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -450221.187500 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -450221.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -450233.468750 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -450233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -450243.406250 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -450243.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -450250.812500 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -450250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -450255.468750 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -450255.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -450262.218750 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -450262.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -450265.343750 Penalty: 4076.652344
	Iteration 38Q: 3 clusters Score -450265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -450266.406250 Penalty: 4076.652344
	Iteration 39Q: 3 clusters Score -450266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -450269.656250 Penalty: 4076.652344
	Iteration 40F: 3 clusters Score -450269.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -450274.968750 Penalty: 4076.652344
	Iteration 41Q: 3 clusters Score -450275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -450283.218750 Penalty: 4076.652344
	Iteration 42Q: 3 clusters Score -450283.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -450296.562500 Penalty: 4076.652344
	Iteration 43Q: 3 clusters Score -450296.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -450302.687500 Penalty: 4076.652344
	Iteration 44Q: 3 clusters Score -450302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -450305.000000 Penalty: 4076.652344
	Iteration 45Q: 3 clusters Score -450305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -450305.593750 Penalty: 4076.652344
	Iteration 46Q: 3 clusters Score -450305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -450306.593750 Penalty: 4076.652344
	Iteration 47Q: 3 clusters Score -450306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -450307.468750 Penalty: 4076.652344
	Iteration 48Q: 3 clusters Score -450307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -450307.593750 Penalty: 4076.652344
	Iteration 49Q: 3 clusters Score -450307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -450310.531250 Penalty: 4076.652344
	Iteration 50Q: 3 clusters Score -450310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -450312.062500 Penalty: 4076.652344
	Iteration 51Q: 3 clusters Score -450312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -450316.281250 Penalty: 4076.652344
	Iteration 52Q: 3 clusters Score -450316.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -450320.343750 Penalty: 4076.652344
	Iteration 53Q: 3 clusters Score -450320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -450320.500000 Penalty: 4076.652344
	Iteration 54Q: 3 clusters Score -450320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -450321.875000 Penalty: 4076.652344
	Iteration 55Q: 3 clusters Score -450321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -450323.843750 Penalty: 4076.652344
	Iteration 56Q: 3 clusters Score -450323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -450323.781250 Penalty: 4076.652344
	Iteration 57Q: 3 clusters Score -450323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -450324.218750 Penalty: 4076.652344
	Iteration 58Q: 3 clusters Score -450324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -450323.937500 Penalty: 4076.652344
	Iteration 59Q: 3 clusters Score -450323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -450324.156250 Penalty: 4076.652344
	Iteration 60F: 3 clusters Score -450324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -450324.468750 Penalty: 4076.652344
	Iteration 61Q: 3 clusters Score -450324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -450324.468750 Penalty: 4076.652344
	Iteration 62F: 3 clusters Score -450324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77660.929688 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77660.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75996.093750 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75996.09 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76225.703125 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76225.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76338.734375 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76338.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76390.187500 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -76390.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76444.148438 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -76444.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76465.304688 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -76465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76480.703125 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -76480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76499.468750 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -76499.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76521.976562 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -76521.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76542.851562 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -76542.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76566.804688 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -76566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76582.125000 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -76582.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76595.546875 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -76595.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76606.296875 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -76606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76616.281250 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -76616.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76630.843750 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -76630.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76647.789062 Penalty: 3232.764893
	Iteration 16Q: 3 clusters Score -76647.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76660.187500 Penalty: 3232.764893
	Iteration 17Q: 3 clusters Score -76660.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76665.492188 Penalty: 3232.764893
	Iteration 18Q: 3 clusters Score -76665.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76673.609375 Penalty: 3232.764893
	Iteration 19Q: 3 clusters Score -76673.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76675.867188 Penalty: 3232.764893
	Iteration 20F: 3 clusters Score -76675.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76677.757812 Penalty: 3232.764893
	Iteration 21Q: 3 clusters Score -76677.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76678.554688 Penalty: 3232.764893
	Iteration 22Q: 3 clusters Score -76678.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76678.554688 Penalty: 3232.764893
	Iteration 23F: 3 clusters Score -76678.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -57085.027344 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57085.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55534.070312 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55534.07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55775.746094 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -55775.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55901.554688 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -55901.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56023.921875 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -56023.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56115.910156 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -56115.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56219.414062 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -56219.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56352.195312 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -56352.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56545.882812 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -56545.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56685.585938 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -56685.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56836.089844 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -56836.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57098.835938 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57098.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57148.875000 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57148.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57168.980469 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57168.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57183.093750 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57183.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57213.480469 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -57213.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57307.910156 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -57307.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57479.007812 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -57479.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57506.460938 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -57506.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57516.906250 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -57516.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57522.871094 Penalty: 3128.816650
	Iteration 19Q: 3 clusters Score -57522.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57522.871094 Penalty: 3128.816650
	Iteration 20F: 3 clusters Score -57522.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177867 members 
Mstep: Class 4 contains 215254 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 181109 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 69127 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 208642 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 224 members 
Mstep: Class 16 contains 325 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149670576.000000 Penalty: 62449.558594
Splitting cluster 15 changes total score from -149672000.000000 to -149670576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 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 393 members 
Entering Unmasked Estep 
Score: -80264.195312 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80264.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80623.765625 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80623.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80769.359375 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80769.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80870.312500 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -80870.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80955.898438 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -80955.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81039.945312 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -81039.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81101.820312 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -81101.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81147.835938 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -81147.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81180.328125 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -81180.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81207.734375 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -81207.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81230.398438 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -81230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81252.929688 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -81252.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81287.773438 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -81287.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81366.765625 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -81366.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81675.429688 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -81675.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81925.226562 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -81925.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81980.125000 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -81980.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82003.773438 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -82003.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82017.085938 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -82017.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82026.429688 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -82026.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82046.195312 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -82046.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82081.054688 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -82081.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82162.015625 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -82162.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82291.953125 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -82291.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82312.859375 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -82312.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82340.671875 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -82340.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82379.257812 Penalty: 3292.729736
	Iteration 26Q: 3 clusters Score -82379.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82406.046875 Penalty: 3292.729736
	Iteration 27Q: 3 clusters Score -82406.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82407.453125 Penalty: 3292.729736
	Iteration 28Q: 3 clusters Score -82407.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82407.453125 Penalty: 3292.729736
	Iteration 29F: 3 clusters Score -82407.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177867 members 
Mstep: Class 4 contains 215254 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 181109 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 69127 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 208642 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 317 members 
Mstep: Class 20 contains 447 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149670880.000000 Penalty: 62449.558594
Splitting cluster 20 changes total score from -149672000.000000 to -149670880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75988.710938 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -75988.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74519.007812 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -74519.01 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75157.125000 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -75157.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75793.250000 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -75793.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76315.000000 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -76315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76865.851562 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -76865.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -77082.453125 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -77082.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77120.867188 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -77120.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77165.046875 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -77165.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77209.671875 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -77209.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77233.328125 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -77233.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77233.328125 Penalty: 3269.470215
	Iteration 10F: 3 clusters Score -77233.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177867 members 
Mstep: Class 4 contains 215254 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 181109 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 69127 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 208642 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 214 members 
Entering Unmasked Estep 
Score: -149671744.000000 Penalty: 62449.558594
Splitting cluster 21 changes total score from -149672000.000000 to -149671744.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 177867 members 
Mstep: Class 4 contains 215254 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 181109 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 69127 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 208642 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672272.000000 Penalty: 58980.136719
Iteration 119Q: 18 clusters Score -1.496723e+08 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186621 members 
Mstep: Class 2 contains 4386 members 
Mstep: Class 3 contains 177848 members 
Mstep: Class 4 contains 215197 members 
Mstep: Class 5 contains 67971 members 
Mstep: Class 6 contains 181016 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53568 members 
Mstep: Class 10 contains 69157 members 
Mstep: Class 11 contains 16182 members 
Mstep: Class 12 contains 208697 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672576.000000 Penalty: 58980.136719
Iteration 120F: 18 clusters Score -1.496726e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186580 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 177839 members 
Mstep: Class 4 contains 215105 members 
Mstep: Class 5 contains 68036 members 
Mstep: Class 6 contains 180926 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53559 members 
Mstep: Class 10 contains 69184 members 
Mstep: Class 11 contains 16267 members 
Mstep: Class 12 contains 208762 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672672.000000 Penalty: 58980.136719
Iteration 121Q: 18 clusters Score -1.496727e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186553 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 177825 members 
Mstep: Class 4 contains 214976 members 
Mstep: Class 5 contains 68089 members 
Mstep: Class 6 contains 180814 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53545 members 
Mstep: Class 10 contains 69195 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 208893 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672704.000000 Penalty: 58980.136719
Iteration 122Q: 18 clusters Score -1.496727e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186502 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 177792 members 
Mstep: Class 4 contains 214869 members 
Mstep: Class 5 contains 68150 members 
Mstep: Class 6 contains 180732 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53550 members 
Mstep: Class 10 contains 69197 members 
Mstep: Class 11 contains 16470 members 
Mstep: Class 12 contains 208991 members 
Mstep: Class 13 contains 3717 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672880.000000 Penalty: 58980.136719
Iteration 123Q: 18 clusters Score -1.496729e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 177766 members 
Mstep: Class 4 contains 214764 members 
Mstep: Class 5 contains 68226 members 
Mstep: Class 6 contains 180691 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53551 members 
Mstep: Class 10 contains 69181 members 
Mstep: Class 11 contains 16557 members 
Mstep: Class 12 contains 209080 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672992.000000 Penalty: 58980.136719
Iteration 124Q: 18 clusters Score -1.49673e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186388 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 177738 members 
Mstep: Class 4 contains 214673 members 
Mstep: Class 5 contains 68287 members 
Mstep: Class 6 contains 180622 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53531 members 
Mstep: Class 10 contains 69181 members 
Mstep: Class 11 contains 16657 members 
Mstep: Class 12 contains 209171 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672816.000000 Penalty: 58980.136719
Iteration 125Q: 18 clusters Score -1.496728e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186370 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 177753 members 
Mstep: Class 4 contains 214556 members 
Mstep: Class 5 contains 68346 members 
Mstep: Class 6 contains 180561 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53517 members 
Mstep: Class 10 contains 69188 members 
Mstep: Class 11 contains 16753 members 
Mstep: Class 12 contains 209202 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672816.000000 Penalty: 58980.136719
Iteration 126Q: 18 clusters Score -1.496728e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186321 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 177750 members 
Mstep: Class 4 contains 214436 members 
Mstep: Class 5 contains 68396 members 
Mstep: Class 6 contains 180499 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53497 members 
Mstep: Class 10 contains 69205 members 
Mstep: Class 11 contains 16854 members 
Mstep: Class 12 contains 209280 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672848.000000 Penalty: 58980.136719
Iteration 127Q: 18 clusters Score -1.496728e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186274 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177754 members 
Mstep: Class 4 contains 214318 members 
Mstep: Class 5 contains 68431 members 
Mstep: Class 6 contains 180456 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53476 members 
Mstep: Class 10 contains 69204 members 
Mstep: Class 11 contains 16960 members 
Mstep: Class 12 contains 209357 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673184.000000 Penalty: 58980.136719
Iteration 128Q: 18 clusters Score -1.496732e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186251 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177758 members 
Mstep: Class 4 contains 214238 members 
Mstep: Class 5 contains 68462 members 
Mstep: Class 6 contains 180387 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53462 members 
Mstep: Class 10 contains 69206 members 
Mstep: Class 11 contains 17066 members 
Mstep: Class 12 contains 209396 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673312.000000 Penalty: 58980.136719
Iteration 129Q: 18 clusters Score -1.496733e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186211 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 177758 members 
Mstep: Class 4 contains 214133 members 
Mstep: Class 5 contains 68464 members 
Mstep: Class 6 contains 180328 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53443 members 
Mstep: Class 10 contains 69223 members 
Mstep: Class 11 contains 17206 members 
Mstep: Class 12 contains 209453 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673424.000000 Penalty: 58980.136719
Iteration 130Q: 18 clusters Score -1.496734e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186166 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 177751 members 
Mstep: Class 4 contains 214049 members 
Mstep: Class 5 contains 68469 members 
Mstep: Class 6 contains 180262 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53402 members 
Mstep: Class 10 contains 69215 members 
Mstep: Class 11 contains 17349 members 
Mstep: Class 12 contains 209548 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673488.000000 Penalty: 58980.136719
Iteration 131Q: 18 clusters Score -1.496735e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 186069 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 177757 members 
Mstep: Class 4 contains 213982 members 
Mstep: Class 5 contains 68507 members 
Mstep: Class 6 contains 180179 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53372 members 
Mstep: Class 10 contains 69197 members 
Mstep: Class 11 contains 17485 members 
Mstep: Class 12 contains 209660 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673936.000000 Penalty: 58980.136719
Iteration 132Q: 18 clusters Score -1.496739e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185992 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 177756 members 
Mstep: Class 4 contains 213928 members 
Mstep: Class 5 contains 68541 members 
Mstep: Class 6 contains 180113 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53340 members 
Mstep: Class 10 contains 69189 members 
Mstep: Class 11 contains 17629 members 
Mstep: Class 12 contains 209726 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674128.000000 Penalty: 58980.136719
Iteration 133Q: 18 clusters Score -1.496741e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185940 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 177723 members 
Mstep: Class 4 contains 213844 members 
Mstep: Class 5 contains 68578 members 
Mstep: Class 6 contains 180034 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53316 members 
Mstep: Class 10 contains 69191 members 
Mstep: Class 11 contains 17764 members 
Mstep: Class 12 contains 209824 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674368.000000 Penalty: 58980.136719
Iteration 134Q: 18 clusters Score -1.496744e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185939 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 177645 members 
Mstep: Class 4 contains 213841 members 
Mstep: Class 5 contains 68608 members 
Mstep: Class 6 contains 179940 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53279 members 
Mstep: Class 10 contains 69182 members 
Mstep: Class 11 contains 17911 members 
Mstep: Class 12 contains 209867 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674592.000000 Penalty: 58980.136719
Iteration 135Q: 18 clusters Score -1.496746e+08 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185911 members 
Mstep: Class 2 contains 4390 members 
Mstep: Class 3 contains 177551 members 
Mstep: Class 4 contains 213838 members 
Mstep: Class 5 contains 68631 members 
Mstep: Class 6 contains 179867 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53237 members 
Mstep: Class 10 contains 69169 members 
Mstep: Class 11 contains 18064 members 
Mstep: Class 12 contains 209937 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674624.000000 Penalty: 58980.136719
Iteration 136Q: 18 clusters Score -1.496746e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185830 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177450 members 
Mstep: Class 4 contains 213813 members 
Mstep: Class 5 contains 68653 members 
Mstep: Class 6 contains 179782 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53204 members 
Mstep: Class 10 contains 69160 members 
Mstep: Class 11 contains 18208 members 
Mstep: Class 12 contains 210104 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674896.000000 Penalty: 58980.136719
Iteration 137Q: 18 clusters Score -1.496749e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185717 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177360 members 
Mstep: Class 4 contains 213825 members 
Mstep: Class 5 contains 68660 members 
Mstep: Class 6 contains 179651 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53149 members 
Mstep: Class 10 contains 69164 members 
Mstep: Class 11 contains 18334 members 
Mstep: Class 12 contains 210342 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675024.000000 Penalty: 58980.136719
Iteration 138Q: 18 clusters Score -1.49675e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185562 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177257 members 
Mstep: Class 4 contains 213850 members 
Mstep: Class 5 contains 68663 members 
Mstep: Class 6 contains 179534 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53109 members 
Mstep: Class 10 contains 69140 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 210621 members 
Mstep: Class 13 contains 3776 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675104.000000 Penalty: 58980.136719
Iteration 139Q: 18 clusters Score -1.496751e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185377 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177119 members 
Mstep: Class 4 contains 213880 members 
Mstep: Class 5 contains 68630 members 
Mstep: Class 6 contains 179410 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 53056 members 
Mstep: Class 10 contains 69133 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 210967 members 
Mstep: Class 13 contains 3777 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675312.000000 Penalty: 58980.136719
Iteration 140F: 18 clusters Score -1.496753e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185196 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 177010 members 
Mstep: Class 4 contains 213855 members 
Mstep: Class 5 contains 68626 members 
Mstep: Class 6 contains 179287 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52969 members 
Mstep: Class 10 contains 69113 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 211373 members 
Mstep: Class 13 contains 3777 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675472.000000 Penalty: 58980.136719
Iteration 141Q: 18 clusters Score -1.496755e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 185058 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 176887 members 
Mstep: Class 4 contains 213787 members 
Mstep: Class 5 contains 68618 members 
Mstep: Class 6 contains 179207 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52902 members 
Mstep: Class 10 contains 69104 members 
Mstep: Class 11 contains 18926 members 
Mstep: Class 12 contains 211714 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675424.000000 Penalty: 58980.136719
Iteration 142Q: 18 clusters Score -1.496754e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 176767 members 
Mstep: Class 4 contains 213761 members 
Mstep: Class 5 contains 68628 members 
Mstep: Class 6 contains 179145 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 69108 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 212042 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675664.000000 Penalty: 58980.136719
Iteration 143Q: 18 clusters Score -1.496757e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184729 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 176634 members 
Mstep: Class 4 contains 213737 members 
Mstep: Class 5 contains 68607 members 
Mstep: Class 6 contains 179065 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52761 members 
Mstep: Class 10 contains 69114 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 212370 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675776.000000 Penalty: 58980.136719
Iteration 144Q: 18 clusters Score -1.496758e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184607 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 176499 members 
Mstep: Class 4 contains 213762 members 
Mstep: Class 5 contains 68576 members 
Mstep: Class 6 contains 178954 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52673 members 
Mstep: Class 10 contains 69104 members 
Mstep: Class 11 contains 19318 members 
Mstep: Class 12 contains 212705 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675888.000000 Penalty: 58980.136719
Iteration 145Q: 18 clusters Score -1.496759e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 176310 members 
Mstep: Class 4 contains 213748 members 
Mstep: Class 5 contains 68567 members 
Mstep: Class 6 contains 178875 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52608 members 
Mstep: Class 10 contains 69085 members 
Mstep: Class 11 contains 19448 members 
Mstep: Class 12 contains 213089 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676496.000000 Penalty: 58980.136719
Iteration 146Q: 18 clusters Score -1.496765e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184361 members 
Mstep: Class 2 contains 4387 members 
Mstep: Class 3 contains 176138 members 
Mstep: Class 4 contains 213715 members 
Mstep: Class 5 contains 68555 members 
Mstep: Class 6 contains 178790 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52519 members 
Mstep: Class 10 contains 69051 members 
Mstep: Class 11 contains 19583 members 
Mstep: Class 12 contains 213482 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677072.000000 Penalty: 58980.136719
Iteration 147Q: 18 clusters Score -1.496771e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184220 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 176037 members 
Mstep: Class 4 contains 213667 members 
Mstep: Class 5 contains 68533 members 
Mstep: Class 6 contains 178747 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52441 members 
Mstep: Class 10 contains 68991 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 213852 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677232.000000 Penalty: 58980.136719
Iteration 148Q: 18 clusters Score -1.496772e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 175909 members 
Mstep: Class 4 contains 213613 members 
Mstep: Class 5 contains 68526 members 
Mstep: Class 6 contains 178723 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52372 members 
Mstep: Class 10 contains 68950 members 
Mstep: Class 11 contains 19830 members 
Mstep: Class 12 contains 214149 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677456.000000 Penalty: 58980.136719
Iteration 149Q: 18 clusters Score -1.496775e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 184006 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 175781 members 
Mstep: Class 4 contains 213602 members 
Mstep: Class 5 contains 68494 members 
Mstep: Class 6 contains 178627 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52321 members 
Mstep: Class 10 contains 68881 members 
Mstep: Class 11 contains 19958 members 
Mstep: Class 12 contains 214521 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677904.000000 Penalty: 58980.136719
Iteration 150Q: 18 clusters Score -1.496779e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183918 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 175690 members 
Mstep: Class 4 contains 213651 members 
Mstep: Class 5 contains 68446 members 
Mstep: Class 6 contains 178464 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52244 members 
Mstep: Class 10 contains 68818 members 
Mstep: Class 11 contains 20077 members 
Mstep: Class 12 contains 214880 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677632.000000 Penalty: 58980.136719
Iteration 151Q: 18 clusters Score -1.496776e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183897 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 175575 members 
Mstep: Class 4 contains 213589 members 
Mstep: Class 5 contains 68411 members 
Mstep: Class 6 contains 178287 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52148 members 
Mstep: Class 10 contains 68764 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 215308 members 
Mstep: Class 13 contains 3798 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678064.000000 Penalty: 58980.136719
Iteration 152Q: 18 clusters Score -1.496781e+08 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183838 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 175493 members 
Mstep: Class 4 contains 213605 members 
Mstep: Class 5 contains 68365 members 
Mstep: Class 6 contains 178118 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 52050 members 
Mstep: Class 10 contains 68705 members 
Mstep: Class 11 contains 20329 members 
Mstep: Class 12 contains 215675 members 
Mstep: Class 13 contains 3800 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678352.000000 Penalty: 58980.136719
Iteration 153Q: 18 clusters Score -1.496784e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183844 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 175388 members 
Mstep: Class 4 contains 213585 members 
Mstep: Class 5 contains 68300 members 
Mstep: Class 6 contains 177935 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51938 members 
Mstep: Class 10 contains 68653 members 
Mstep: Class 11 contains 20476 members 
Mstep: Class 12 contains 216055 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678352.000000 Penalty: 58980.136719
Iteration 154Q: 18 clusters Score -1.496784e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 175279 members 
Mstep: Class 4 contains 213587 members 
Mstep: Class 5 contains 68198 members 
Mstep: Class 6 contains 177751 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51807 members 
Mstep: Class 10 contains 68583 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 216458 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678544.000000 Penalty: 58980.136719
Iteration 155Q: 18 clusters Score -1.496785e+08 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183888 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 175155 members 
Mstep: Class 4 contains 213631 members 
Mstep: Class 5 contains 68112 members 
Mstep: Class 6 contains 177585 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51684 members 
Mstep: Class 10 contains 68526 members 
Mstep: Class 11 contains 20785 members 
Mstep: Class 12 contains 216803 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678640.000000 Penalty: 58980.136719
Iteration 156Q: 18 clusters Score -1.496786e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183903 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 175049 members 
Mstep: Class 4 contains 213684 members 
Mstep: Class 5 contains 68011 members 
Mstep: Class 6 contains 177421 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51583 members 
Mstep: Class 10 contains 68466 members 
Mstep: Class 11 contains 20950 members 
Mstep: Class 12 contains 217101 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679392.000000 Penalty: 58980.136719
Iteration 157Q: 18 clusters Score -1.496794e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183887 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 175006 members 
Mstep: Class 4 contains 213738 members 
Mstep: Class 5 contains 67939 members 
Mstep: Class 6 contains 177221 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51475 members 
Mstep: Class 10 contains 68410 members 
Mstep: Class 11 contains 21092 members 
Mstep: Class 12 contains 217401 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679824.000000 Penalty: 58980.136719
Iteration 158Q: 18 clusters Score -1.496798e+08 nChanged 3866
Entering ConstructFrom: 
Score: -149679824.000000 Penalty: 58980.136719
Entering ConstructFrom: 
Trying to split cluster 1 (183885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183885 members 
Entering Unmasked Estep 
Score: -23567518.000000 Penalty: 3006.272217
	Iteration 0F: 2 clusters Score -2.356752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -23447412.000000 Penalty: 6012.544434
	Iteration 0F: 3 clusters Score -2.344741e+07 nChanged 88400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -23498248.000000 Penalty: 6012.544434
	Iteration 1F: 3 clusters Score -2.349825e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91580 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -23498944.000000 Penalty: 6012.544434
	Iteration 2Q: 3 clusters Score -2.349894e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -23499740.000000 Penalty: 6012.544434
	Iteration 3Q: 3 clusters Score -2.349974e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -23500790.000000 Penalty: 6012.544434
	Iteration 4Q: 3 clusters Score -2.350079e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -23502116.000000 Penalty: 6012.544434
	Iteration 5Q: 3 clusters Score -2.350212e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -23504294.000000 Penalty: 6012.544434
	Iteration 6Q: 3 clusters Score -2.350429e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -23507700.000000 Penalty: 6012.544434
	Iteration 7Q: 3 clusters Score -2.35077e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -23513192.000000 Penalty: 6012.544434
	Iteration 8F: 3 clusters Score -2.351319e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -23521252.000000 Penalty: 6012.544434
	Iteration 9F: 3 clusters Score -2.352125e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -23531994.000000 Penalty: 6012.544434
	Iteration 10F: 3 clusters Score -2.353199e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -23541532.000000 Penalty: 6012.544434
	Iteration 11F: 3 clusters Score -2.354153e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -23546626.000000 Penalty: 6012.544434
	Iteration 12F: 3 clusters Score -2.354663e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -23548830.000000 Penalty: 6012.544434
	Iteration 13Q: 3 clusters Score -2.354883e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 122195 members 
Entering Unmasked Estep 
Score: -23550586.000000 Penalty: 6012.544434
	Iteration 14Q: 3 clusters Score -2.355059e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 125004 members 
Entering Unmasked Estep 
Score: -23551998.000000 Penalty: 6012.544434
	Iteration 15Q: 3 clusters Score -2.3552e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 127824 members 
Entering Unmasked Estep 
Score: -23553602.000000 Penalty: 6012.544434
	Iteration 16Q: 3 clusters Score -2.35536e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 130592 members 
Entering Unmasked Estep 
Score: -23555214.000000 Penalty: 6012.544434
	Iteration 17Q: 3 clusters Score -2.355521e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 133235 members 
Entering Unmasked Estep 
Score: -23556580.000000 Penalty: 6012.544434
	Iteration 18Q: 3 clusters Score -2.355658e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -23557764.000000 Penalty: 6012.544434
	Iteration 19Q: 3 clusters Score -2.355776e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -23558780.000000 Penalty: 6012.544434
	Iteration 20F: 3 clusters Score -2.355878e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 139874 members 
Entering Unmasked Estep 
Score: -23559434.000000 Penalty: 6012.544434
	Iteration 21Q: 3 clusters Score -2.355943e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -23560060.000000 Penalty: 6012.544434
	Iteration 22Q: 3 clusters Score -2.356006e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -23560572.000000 Penalty: 6012.544434
	Iteration 23Q: 3 clusters Score -2.356057e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -23561130.000000 Penalty: 6012.544434
	Iteration 24Q: 3 clusters Score -2.356113e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 147471 members 
Entering Unmasked Estep 
Score: -23561570.000000 Penalty: 6012.544434
	Iteration 25Q: 3 clusters Score -2.356157e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 149230 members 
Entering Unmasked Estep 
Score: -23562058.000000 Penalty: 6012.544434
	Iteration 26Q: 3 clusters Score -2.356206e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -23562460.000000 Penalty: 6012.544434
	Iteration 27Q: 3 clusters Score -2.356246e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -23562950.000000 Penalty: 6012.544434
	Iteration 28Q: 3 clusters Score -2.356295e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 154435 members 
Entering Unmasked Estep 
Score: -23563240.000000 Penalty: 6012.544434
	Iteration 29Q: 3 clusters Score -2.356324e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 156058 members 
Entering Unmasked Estep 
Score: -23563560.000000 Penalty: 6012.544434
	Iteration 30Q: 3 clusters Score -2.356356e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 157636 members 
Entering Unmasked Estep 
Score: -23563880.000000 Penalty: 6012.544434
	Iteration 31Q: 3 clusters Score -2.356388e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -23564234.000000 Penalty: 6012.544434
	Iteration 32Q: 3 clusters Score -2.356423e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 160862 members 
Entering Unmasked Estep 
Score: -23564682.000000 Penalty: 6012.544434
	Iteration 33Q: 3 clusters Score -2.356468e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 162404 members 
Entering Unmasked Estep 
Score: -23565110.000000 Penalty: 6012.544434
	Iteration 34Q: 3 clusters Score -2.356511e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -23565458.000000 Penalty: 6012.544434
	Iteration 35Q: 3 clusters Score -2.356546e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -23565690.000000 Penalty: 6012.544434
	Iteration 36Q: 3 clusters Score -2.356569e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 166732 members 
Entering Unmasked Estep 
Score: -23565868.000000 Penalty: 6012.544434
	Iteration 37Q: 3 clusters Score -2.356587e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -23566202.000000 Penalty: 6012.544434
	Iteration 38Q: 3 clusters Score -2.35662e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 169338 members 
Entering Unmasked Estep 
Score: -23566310.000000 Penalty: 6012.544434
	Iteration 39Q: 3 clusters Score -2.356631e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -23566548.000000 Penalty: 6012.544434
	Iteration 40F: 3 clusters Score -2.356655e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 171495 members 
Entering Unmasked Estep 
Score: -23566712.000000 Penalty: 6012.544434
	Iteration 41Q: 3 clusters Score -2.356671e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -23566890.000000 Penalty: 6012.544434
	Iteration 42Q: 3 clusters Score -2.356689e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 173229 members 
Entering Unmasked Estep 
Score: -23566854.000000 Penalty: 6012.544434
	Iteration 43Q: 3 clusters Score -2.356685e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 173953 members 
Entering Unmasked Estep 
Score: -23566938.000000 Penalty: 6012.544434
	Iteration 44Q: 3 clusters Score -2.356694e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -23567046.000000 Penalty: 6012.544434
	Iteration 45Q: 3 clusters Score -2.356705e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -23567102.000000 Penalty: 6012.544434
	Iteration 46Q: 3 clusters Score -2.35671e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 175660 members 
Entering Unmasked Estep 
Score: -23567170.000000 Penalty: 6012.544434
	Iteration 47Q: 3 clusters Score -2.356717e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 176107 members 
Entering Unmasked Estep 
Score: -23567168.000000 Penalty: 6012.544434
	Iteration 48Q: 3 clusters Score -2.356717e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 176528 members 
Entering Unmasked Estep 
Score: -23567222.000000 Penalty: 6012.544434
	Iteration 49Q: 3 clusters Score -2.356722e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -23567184.000000 Penalty: 6012.544434
	Iteration 50Q: 3 clusters Score -2.356718e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -23567182.000000 Penalty: 6012.544434
	Iteration 51Q: 3 clusters Score -2.356718e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -23567202.000000 Penalty: 6012.544434
	Iteration 52Q: 3 clusters Score -2.35672e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -23567162.000000 Penalty: 6012.544434
	Iteration 53Q: 3 clusters Score -2.356716e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -23567158.000000 Penalty: 6012.544434
	Iteration 54Q: 3 clusters Score -2.356716e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 178034 members 
Entering Unmasked Estep 
Score: -23567186.000000 Penalty: 6012.544434
	Iteration 55Q: 3 clusters Score -2.356719e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 178194 members 
Entering Unmasked Estep 
Score: -23567230.000000 Penalty: 6012.544434
	Iteration 56Q: 3 clusters Score -2.356723e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -23567200.000000 Penalty: 6012.544434
	Iteration 57Q: 3 clusters Score -2.35672e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 178501 members 
Entering Unmasked Estep 
Score: -23567196.000000 Penalty: 6012.544434
	Iteration 58Q: 3 clusters Score -2.35672e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 178638 members 
Entering Unmasked Estep 
Score: -23567200.000000 Penalty: 6012.544434
	Iteration 59Q: 3 clusters Score -2.35672e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -23567178.000000 Penalty: 6012.544434
	Iteration 60F: 3 clusters Score -2.356718e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 178890 members 
Entering Unmasked Estep 
Score: -23567228.000000 Penalty: 6012.544434
	Iteration 61Q: 3 clusters Score -2.356723e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 179010 members 
Entering Unmasked Estep 
Score: -23567222.000000 Penalty: 6012.544434
	Iteration 62Q: 3 clusters Score -2.356722e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 179102 members 
Entering Unmasked Estep 
Score: -23567194.000000 Penalty: 6012.544434
	Iteration 63Q: 3 clusters Score -2.356719e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 179179 members 
Entering Unmasked Estep 
Score: -23567216.000000 Penalty: 6012.544434
	Iteration 64Q: 3 clusters Score -2.356722e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 179260 members 
Entering Unmasked Estep 
Score: -23567228.000000 Penalty: 6012.544434
	Iteration 65Q: 3 clusters Score -2.356723e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 179337 members 
Entering Unmasked Estep 
Score: -23567146.000000 Penalty: 6012.544434
	Iteration 66Q: 3 clusters Score -2.356715e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 179405 members 
Entering Unmasked Estep 
Score: -23567108.000000 Penalty: 6012.544434
	Iteration 67Q: 3 clusters Score -2.356711e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 179484 members 
Entering Unmasked Estep 
Score: -23567124.000000 Penalty: 6012.544434
	Iteration 68Q: 3 clusters Score -2.356712e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -23567132.000000 Penalty: 6012.544434
	Iteration 69Q: 3 clusters Score -2.356713e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 179618 members 
Entering Unmasked Estep 
Score: -23567142.000000 Penalty: 6012.544434
	Iteration 70Q: 3 clusters Score -2.356714e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 179675 members 
Entering Unmasked Estep 
Score: -23567158.000000 Penalty: 6012.544434
	Iteration 71Q: 3 clusters Score -2.356716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 179721 members 
Entering Unmasked Estep 
Score: -23567130.000000 Penalty: 6012.544434
	Iteration 72Q: 3 clusters Score -2.356713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 179766 members 
Entering Unmasked Estep 
Score: -23567122.000000 Penalty: 6012.544434
	Iteration 73Q: 3 clusters Score -2.356712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 179799 members 
Entering Unmasked Estep 
Score: -23567108.000000 Penalty: 6012.544434
	Iteration 74Q: 3 clusters Score -2.356711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 179831 members 
Entering Unmasked Estep 
Score: -23567088.000000 Penalty: 6012.544434
	Iteration 75Q: 3 clusters Score -2.356709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 179862 members 
Entering Unmasked Estep 
Score: -23567090.000000 Penalty: 6012.544434
	Iteration 76Q: 3 clusters Score -2.356709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -23567080.000000 Penalty: 6012.544434
	Iteration 77Q: 3 clusters Score -2.356708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -23567076.000000 Penalty: 6012.544434
	Iteration 78Q: 3 clusters Score -2.356708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 179937 members 
Entering Unmasked Estep 
Score: -23567080.000000 Penalty: 6012.544434
	Iteration 79Q: 3 clusters Score -2.356708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 179951 members 
Entering Unmasked Estep 
Score: -23567058.000000 Penalty: 6012.544434
	Iteration 80F: 3 clusters Score -2.356706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 179961 members 
Entering Unmasked Estep 
Score: -23567046.000000 Penalty: 6012.544434
	Iteration 81Q: 3 clusters Score -2.356705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 179969 members 
Entering Unmasked Estep 
Score: -23567040.000000 Penalty: 6012.544434
	Iteration 82Q: 3 clusters Score -2.356704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 179978 members 
Entering Unmasked Estep 
Score: -23567048.000000 Penalty: 6012.544434
	Iteration 83Q: 3 clusters Score -2.356705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 179982 members 
Entering Unmasked Estep 
Score: -23567048.000000 Penalty: 6012.544434
	Iteration 84Q: 3 clusters Score -2.356705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 179984 members 
Entering Unmasked Estep 
Score: -23567032.000000 Penalty: 6012.544434
	Iteration 85Q: 3 clusters Score -2.356703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 179985 members 
Entering Unmasked Estep 
Score: -23567034.000000 Penalty: 6012.544434
	Iteration 86Q: 3 clusters Score -2.356703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 179985 members 
Entering Unmasked Estep 
Score: -23567034.000000 Penalty: 6012.544434
	Iteration 87F: 3 clusters Score -2.356703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -546920.500000 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -546920.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -542800.312500 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -542800.3 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -543734.687500 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -543734.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -543898.812500 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -543898.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -544002.375000 Penalty: 4158.749512
	Iteration 3Q: 3 clusters Score -544002.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -544068.250000 Penalty: 4158.749512
	Iteration 4Q: 3 clusters Score -544068.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -544112.375000 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -544112.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -544142.562500 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -544142.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -544167.125000 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -544167.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -544182.062500 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -544182.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -544197.312500 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -544197.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -544212.250000 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -544212.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -544225.187500 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -544225.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -544233.625000 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -544233.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -544241.500000 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -544241.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -544250.250000 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -544250.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -544264.875000 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -544264.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -544275.000000 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -544275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -544284.000000 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -544284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -544290.562500 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -544290.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -544303.625000 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -544303.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -544315.750000 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -544315.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -544326.625000 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -544326.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -544341.437500 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -544341.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -544356.812500 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -544356.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -544371.375000 Penalty: 4158.749512
	Iteration 24Q: 3 clusters Score -544371.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -544390.250000 Penalty: 4158.749512
	Iteration 25Q: 3 clusters Score -544390.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -544404.625000 Penalty: 4158.749512
	Iteration 26Q: 3 clusters Score -544404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -544416.875000 Penalty: 4158.749512
	Iteration 27Q: 3 clusters Score -544416.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -544432.875000 Penalty: 4158.749512
	Iteration 28Q: 3 clusters Score -544432.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -544443.375000 Penalty: 4158.749512
	Iteration 29Q: 3 clusters Score -544443.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -544453.687500 Penalty: 4158.749512
	Iteration 30Q: 3 clusters Score -544453.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -544461.750000 Penalty: 4158.749512
	Iteration 31Q: 3 clusters Score -544461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -544466.625000 Penalty: 4158.749512
	Iteration 32Q: 3 clusters Score -544466.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -544473.000000 Penalty: 4158.749512
	Iteration 33Q: 3 clusters Score -544473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -544475.250000 Penalty: 4158.749512
	Iteration 34Q: 3 clusters Score -544475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -544478.562500 Penalty: 4158.749512
	Iteration 35Q: 3 clusters Score -544478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -544481.812500 Penalty: 4158.749512
	Iteration 36Q: 3 clusters Score -544481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -544489.250000 Penalty: 4158.749512
	Iteration 37Q: 3 clusters Score -544489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -544496.937500 Penalty: 4158.749512
	Iteration 38Q: 3 clusters Score -544496.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -544502.875000 Penalty: 4158.749512
	Iteration 39Q: 3 clusters Score -544502.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -544507.312500 Penalty: 4158.749512
	Iteration 40F: 3 clusters Score -544507.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -544512.687500 Penalty: 4158.749512
	Iteration 41Q: 3 clusters Score -544512.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -544521.812500 Penalty: 4158.749512
	Iteration 42Q: 3 clusters Score -544521.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -544529.000000 Penalty: 4158.749512
	Iteration 43Q: 3 clusters Score -544529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -544540.625000 Penalty: 4158.749512
	Iteration 44Q: 3 clusters Score -544540.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -544547.625000 Penalty: 4158.749512
	Iteration 45Q: 3 clusters Score -544547.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -544560.312500 Penalty: 4158.749512
	Iteration 46Q: 3 clusters Score -544560.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -544586.250000 Penalty: 4158.749512
	Iteration 47Q: 3 clusters Score -544586.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -544620.875000 Penalty: 4158.749512
	Iteration 48Q: 3 clusters Score -544620.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -544661.187500 Penalty: 4158.749512
	Iteration 49Q: 3 clusters Score -544661.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -544709.687500 Penalty: 4158.749512
	Iteration 50Q: 3 clusters Score -544709.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -544766.625000 Penalty: 4158.749512
	Iteration 51Q: 3 clusters Score -544766.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -544840.187500 Penalty: 4158.749512
	Iteration 52Q: 3 clusters Score -544840.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -544913.312500 Penalty: 4158.749512
	Iteration 53Q: 3 clusters Score -544913.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -544998.937500 Penalty: 4158.749512
	Iteration 54Q: 3 clusters Score -544998.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -545114.000000 Penalty: 4158.749512
	Iteration 55Q: 3 clusters Score -545114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -545320.000000 Penalty: 4158.749512
	Iteration 56Q: 3 clusters Score -545320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -545542.125000 Penalty: 4158.749512
	Iteration 57Q: 3 clusters Score -545542.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -545788.562500 Penalty: 4158.749512
	Iteration 58Q: 3 clusters Score -545788.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -546038.875000 Penalty: 4158.749512
	Iteration 59Q: 3 clusters Score -546038.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -546231.875000 Penalty: 4158.749512
	Iteration 60F: 3 clusters Score -546231.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -546399.312500 Penalty: 4158.749512
	Iteration 61Q: 3 clusters Score -546399.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -546541.937500 Penalty: 4158.749512
	Iteration 62Q: 3 clusters Score -546541.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -546593.625000 Penalty: 4158.749512
	Iteration 63Q: 3 clusters Score -546593.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -546619.062500 Penalty: 4158.749512
	Iteration 64Q: 3 clusters Score -546619.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -546631.375000 Penalty: 4158.749512
	Iteration 65Q: 3 clusters Score -546631.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -546636.375000 Penalty: 4158.749512
	Iteration 66Q: 3 clusters Score -546636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -546639.750000 Penalty: 4158.749512
	Iteration 67Q: 3 clusters Score -546639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -546641.875000 Penalty: 4158.749512
	Iteration 68Q: 3 clusters Score -546641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -546642.375000 Penalty: 4158.749512
	Iteration 69Q: 3 clusters Score -546642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -546643.250000 Penalty: 4158.749512
	Iteration 70Q: 3 clusters Score -546643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -546643.312500 Penalty: 4158.749512
	Iteration 71Q: 3 clusters Score -546643.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -546643.312500 Penalty: 4158.749512
	Iteration 72F: 3 clusters Score -546643.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (174933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174933 members 
Entering Unmasked Estep 
Score: -22476492.000000 Penalty: 2993.895508
	Iteration 0F: 2 clusters Score -2.247649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -22361212.000000 Penalty: 5987.791016
	Iteration 0F: 3 clusters Score -2.236121e+07 nChanged 83863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -22410528.000000 Penalty: 5987.791016
	Iteration 1F: 3 clusters Score -2.241053e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -22411826.000000 Penalty: 5987.791016
	Iteration 2Q: 3 clusters Score -2.241183e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -22413412.000000 Penalty: 5987.791016
	Iteration 3Q: 3 clusters Score -2.241341e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -22415522.000000 Penalty: 5987.791016
	Iteration 4Q: 3 clusters Score -2.241552e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -22419128.000000 Penalty: 5987.791016
	Iteration 5Q: 3 clusters Score -2.241913e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -22423952.000000 Penalty: 5987.791016
	Iteration 6F: 3 clusters Score -2.242395e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -22430970.000000 Penalty: 5987.791016
	Iteration 7F: 3 clusters Score -2.243097e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127308 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -22440126.000000 Penalty: 5987.791016
	Iteration 8F: 3 clusters Score -2.244013e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135856 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -22449354.000000 Penalty: 5987.791016
	Iteration 9F: 3 clusters Score -2.244935e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -22456554.000000 Penalty: 5987.791016
	Iteration 10Q: 3 clusters Score -2.245655e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -22461092.000000 Penalty: 5987.791016
	Iteration 11Q: 3 clusters Score -2.246109e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147538 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -22463974.000000 Penalty: 5987.791016
	Iteration 12Q: 3 clusters Score -2.246397e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -22465490.000000 Penalty: 5987.791016
	Iteration 13Q: 3 clusters Score -2.246549e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -22466648.000000 Penalty: 5987.791016
	Iteration 14Q: 3 clusters Score -2.246665e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -22467252.000000 Penalty: 5987.791016
	Iteration 15Q: 3 clusters Score -2.246725e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -22467834.000000 Penalty: 5987.791016
	Iteration 16Q: 3 clusters Score -2.246783e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -22468030.000000 Penalty: 5987.791016
	Iteration 17Q: 3 clusters Score -2.246803e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -22468298.000000 Penalty: 5987.791016
	Iteration 18Q: 3 clusters Score -2.24683e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152608 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -22468470.000000 Penalty: 5987.791016
	Iteration 19Q: 3 clusters Score -2.246847e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152822 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -22468628.000000 Penalty: 5987.791016
	Iteration 20F: 3 clusters Score -2.246863e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -22468732.000000 Penalty: 5987.791016
	Iteration 21Q: 3 clusters Score -2.246873e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -22468814.000000 Penalty: 5987.791016
	Iteration 22Q: 3 clusters Score -2.246881e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153169 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -22468892.000000 Penalty: 5987.791016
	Iteration 23Q: 3 clusters Score -2.246889e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -22468950.000000 Penalty: 5987.791016
	Iteration 24Q: 3 clusters Score -2.246895e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -22469000.000000 Penalty: 5987.791016
	Iteration 25Q: 3 clusters Score -2.2469e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153364 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -22469026.000000 Penalty: 5987.791016
	Iteration 26Q: 3 clusters Score -2.246903e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -22469074.000000 Penalty: 5987.791016
	Iteration 27Q: 3 clusters Score -2.246907e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153460 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -22469082.000000 Penalty: 5987.791016
	Iteration 28Q: 3 clusters Score -2.246908e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -22469076.000000 Penalty: 5987.791016
	Iteration 29Q: 3 clusters Score -2.246908e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -22469142.000000 Penalty: 5987.791016
	Iteration 30Q: 3 clusters Score -2.246914e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153529 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -22469196.000000 Penalty: 5987.791016
	Iteration 31Q: 3 clusters Score -2.24692e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -22469196.000000 Penalty: 5987.791016
	Iteration 32Q: 3 clusters Score -2.24692e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153570 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -22469248.000000 Penalty: 5987.791016
	Iteration 33Q: 3 clusters Score -2.246925e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -22469226.000000 Penalty: 5987.791016
	Iteration 34Q: 3 clusters Score -2.246923e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -22469240.000000 Penalty: 5987.791016
	Iteration 35Q: 3 clusters Score -2.246924e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -22469258.000000 Penalty: 5987.791016
	Iteration 36Q: 3 clusters Score -2.246926e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -22469280.000000 Penalty: 5987.791016
	Iteration 37Q: 3 clusters Score -2.246928e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153592 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -22469328.000000 Penalty: 5987.791016
	Iteration 38Q: 3 clusters Score -2.246933e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -22469262.000000 Penalty: 5987.791016
	Iteration 39Q: 3 clusters Score -2.246926e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -22469290.000000 Penalty: 5987.791016
	Iteration 40F: 3 clusters Score -2.246929e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153578 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -22469334.000000 Penalty: 5987.791016
	Iteration 41Q: 3 clusters Score -2.246933e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -22469366.000000 Penalty: 5987.791016
	Iteration 42Q: 3 clusters Score -2.246937e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153603 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -22469340.000000 Penalty: 5987.791016
	Iteration 43Q: 3 clusters Score -2.246934e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -22469364.000000 Penalty: 5987.791016
	Iteration 44Q: 3 clusters Score -2.246936e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -22469318.000000 Penalty: 5987.791016
	Iteration 45Q: 3 clusters Score -2.246932e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -22469296.000000 Penalty: 5987.791016
	Iteration 46Q: 3 clusters Score -2.24693e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -22469284.000000 Penalty: 5987.791016
	Iteration 47Q: 3 clusters Score -2.246928e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -22469302.000000 Penalty: 5987.791016
	Iteration 48Q: 3 clusters Score -2.24693e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -22469276.000000 Penalty: 5987.791016
	Iteration 49Q: 3 clusters Score -2.246928e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -22469276.000000 Penalty: 5987.791016
	Iteration 50Q: 3 clusters Score -2.246928e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153664 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -22469268.000000 Penalty: 5987.791016
	Iteration 51Q: 3 clusters Score -2.246927e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -22469308.000000 Penalty: 5987.791016
	Iteration 52Q: 3 clusters Score -2.246931e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -22469352.000000 Penalty: 5987.791016
	Iteration 53Q: 3 clusters Score -2.246935e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153750 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -22469368.000000 Penalty: 5987.791016
	Iteration 54Q: 3 clusters Score -2.246937e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153801 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -22469366.000000 Penalty: 5987.791016
	Iteration 55Q: 3 clusters Score -2.246937e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -22469384.000000 Penalty: 5987.791016
	Iteration 56Q: 3 clusters Score -2.246938e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153869 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -22469366.000000 Penalty: 5987.791016
	Iteration 57Q: 3 clusters Score -2.246937e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -22469348.000000 Penalty: 5987.791016
	Iteration 58Q: 3 clusters Score -2.246935e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -22469340.000000 Penalty: 5987.791016
	Iteration 59Q: 3 clusters Score -2.246934e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153982 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -22469336.000000 Penalty: 5987.791016
	Iteration 60F: 3 clusters Score -2.246934e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -22469328.000000 Penalty: 5987.791016
	Iteration 61Q: 3 clusters Score -2.246933e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -22469316.000000 Penalty: 5987.791016
	Iteration 62Q: 3 clusters Score -2.246932e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -22469316.000000 Penalty: 5987.791016
	Iteration 63Q: 3 clusters Score -2.246932e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -22469304.000000 Penalty: 5987.791016
	Iteration 64Q: 3 clusters Score -2.24693e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -22469316.000000 Penalty: 5987.791016
	Iteration 65Q: 3 clusters Score -2.246932e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154395 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -22469386.000000 Penalty: 5987.791016
	Iteration 66Q: 3 clusters Score -2.246939e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154489 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -22469408.000000 Penalty: 5987.791016
	Iteration 67Q: 3 clusters Score -2.246941e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -22469396.000000 Penalty: 5987.791016
	Iteration 68Q: 3 clusters Score -2.24694e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154724 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -22469436.000000 Penalty: 5987.791016
	Iteration 69Q: 3 clusters Score -2.246944e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -22469442.000000 Penalty: 5987.791016
	Iteration 70Q: 3 clusters Score -2.246944e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155004 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -22469416.000000 Penalty: 5987.791016
	Iteration 71Q: 3 clusters Score -2.246942e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -22469462.000000 Penalty: 5987.791016
	Iteration 72Q: 3 clusters Score -2.246946e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155368 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -22469474.000000 Penalty: 5987.791016
	Iteration 73Q: 3 clusters Score -2.246947e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -22469524.000000 Penalty: 5987.791016
	Iteration 74Q: 3 clusters Score -2.246952e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -22469538.000000 Penalty: 5987.791016
	Iteration 75Q: 3 clusters Score -2.246954e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155997 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -22469566.000000 Penalty: 5987.791016
	Iteration 76Q: 3 clusters Score -2.246957e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -22469596.000000 Penalty: 5987.791016
	Iteration 77Q: 3 clusters Score -2.24696e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -22469652.000000 Penalty: 5987.791016
	Iteration 78Q: 3 clusters Score -2.246965e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.24697e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157227 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -22469770.000000 Penalty: 5987.791016
	Iteration 80F: 3 clusters Score -2.246977e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157615 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -22469832.000000 Penalty: 5987.791016
	Iteration 81Q: 3 clusters Score -2.246983e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -22469874.000000 Penalty: 5987.791016
	Iteration 82Q: 3 clusters Score -2.246987e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158445 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.246997e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158861 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -22470056.000000 Penalty: 5987.791016
	Iteration 84Q: 3 clusters Score -2.247006e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.247011e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -22470224.000000 Penalty: 5987.791016
	Iteration 86Q: 3 clusters Score -2.247022e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -22470354.000000 Penalty: 5987.791016
	Iteration 87Q: 3 clusters Score -2.247035e+07 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160675 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -22470502.000000 Penalty: 5987.791016
	Iteration 88Q: 3 clusters Score -2.24705e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161152 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.247067e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -22470856.000000 Penalty: 5987.791016
	Iteration 90Q: 3 clusters Score -2.247086e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.247101e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.247108e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.247123e+07 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.24714e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.247148e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.247162e+07 nChanged 608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.247174e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166232 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.247187e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166802 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.247211e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167381 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -22472340.000000 Penalty: 5987.791016
	Iteration 100F: 3 clusters Score -2.247234e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.247249e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.247263e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.247272e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.247275e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.247295e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -22473104.000000 Penalty: 5987.791016
	Iteration 106Q: 3 clusters Score -2.24731e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170349 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -22473172.000000 Penalty: 5987.791016
	Iteration 107Q: 3 clusters Score -2.247317e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.247326e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170930 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -22473306.000000 Penalty: 5987.791016
	Iteration 109Q: 3 clusters Score -2.247331e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -22473394.000000 Penalty: 5987.791016
	Iteration 110Q: 3 clusters Score -2.247339e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.247345e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.24735e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -22473504.000000 Penalty: 5987.791016
	Iteration 113Q: 3 clusters Score -2.24735e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.247358e+07 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.247362e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.247367e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172361 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.247369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172452 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.24737e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.247375e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22473786.000000 Penalty: 5987.791016
	Iteration 120F: 3 clusters Score -2.247379e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.247379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172715 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.247381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22473826.000000 Penalty: 5987.791016
	Iteration 123Q: 3 clusters Score -2.247383e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172841 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.247386e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.247385e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172939 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.247386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172988 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.247385e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173024 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.247387e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173072 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.247389e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173112 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.247392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173149 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.247392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173177 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.247392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173211 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.247395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173237 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.247397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.247398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.247401e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.2474e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173353 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.247401e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173366 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.247403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.247406e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173408 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.247406e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173431 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.247407e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173448 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.247409e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173455 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.24741e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.24741e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.247409e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.247411e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.247412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173491 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.247413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.247411e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173506 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.247412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.247411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.247413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.247412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173527 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.247413e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.247412e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173535 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22474128.000000 Penalty: 5987.791016
	Iteration 157Q: 3 clusters Score -2.247413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173539 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22474126.000000 Penalty: 5987.791016
	Iteration 158Q: 3 clusters Score -2.247413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173546 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22474136.000000 Penalty: 5987.791016
	Iteration 159Q: 3 clusters Score -2.247414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173553 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22474134.000000 Penalty: 5987.791016
	Iteration 160F: 3 clusters Score -2.247413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173557 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22474146.000000 Penalty: 5987.791016
	Iteration 161Q: 3 clusters Score -2.247415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173561 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22474128.000000 Penalty: 5987.791016
	Iteration 162Q: 3 clusters Score -2.247413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22474128.000000 Penalty: 5987.791016
	Iteration 163Q: 3 clusters Score -2.247413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22474140.000000 Penalty: 5987.791016
	Iteration 164Q: 3 clusters Score -2.247414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22474132.000000 Penalty: 5987.791016
	Iteration 165Q: 3 clusters Score -2.247413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173571 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22474130.000000 Penalty: 5987.791016
	Iteration 166Q: 3 clusters Score -2.247413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173574 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22474134.000000 Penalty: 5987.791016
	Iteration 167Q: 3 clusters Score -2.247413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22474138.000000 Penalty: 5987.791016
	Iteration 168Q: 3 clusters Score -2.247414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173577 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22474132.000000 Penalty: 5987.791016
	Iteration 169Q: 3 clusters Score -2.247413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173583 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22474138.000000 Penalty: 5987.791016
	Iteration 170Q: 3 clusters Score -2.247414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173585 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22474136.000000 Penalty: 5987.791016
	Iteration 171Q: 3 clusters Score -2.247414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -22474134.000000 Penalty: 5987.791016
	Iteration 172Q: 3 clusters Score -2.247413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -22474134.000000 Penalty: 5987.791016
	Iteration 173F: 3 clusters Score -2.247413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (213810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213810 members 
Entering Unmasked Estep 
Score: -27338818.000000 Penalty: 3043.665039
	Iteration 0F: 2 clusters Score -2.733882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106937 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -27201446.000000 Penalty: 6087.330078
	Iteration 0F: 3 clusters Score -2.720145e+07 nChanged 103066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -27261936.000000 Penalty: 6087.330078
	Iteration 1F: 3 clusters Score -2.726194e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104825 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -27263356.000000 Penalty: 6087.330078
	Iteration 2Q: 3 clusters Score -2.726336e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -27265230.000000 Penalty: 6087.330078
	Iteration 3Q: 3 clusters Score -2.726523e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -27267958.000000 Penalty: 6087.330078
	Iteration 4Q: 3 clusters Score -2.726796e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 110442 members 
Entering Unmasked Estep 
Score: -27272500.000000 Penalty: 6087.330078
	Iteration 5Q: 3 clusters Score -2.72725e+07 nChanged 11867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103151 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -27281064.000000 Penalty: 6087.330078
	Iteration 6F: 3 clusters Score -2.728106e+07 nChanged 14922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -27294626.000000 Penalty: 6087.330078
	Iteration 7F: 3 clusters Score -2.729463e+07 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -27308828.000000 Penalty: 6087.330078
	Iteration 8F: 3 clusters Score -2.730883e+07 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -27316796.000000 Penalty: 6087.330078
	Iteration 9F: 3 clusters Score -2.73168e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 106315 members 
Entering Unmasked Estep 
Score: -27319940.000000 Penalty: 6087.330078
	Iteration 10Q: 3 clusters Score -2.731994e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -27322294.000000 Penalty: 6087.330078
	Iteration 11Q: 3 clusters Score -2.732229e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 102373 members 
Entering Unmasked Estep 
Score: -27324414.000000 Penalty: 6087.330078
	Iteration 12Q: 3 clusters Score -2.732441e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -27326136.000000 Penalty: 6087.330078
	Iteration 13Q: 3 clusters Score -2.732614e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -27328070.000000 Penalty: 6087.330078
	Iteration 14Q: 3 clusters Score -2.732807e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -27329816.000000 Penalty: 6087.330078
	Iteration 15Q: 3 clusters Score -2.732982e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120741 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -27331446.000000 Penalty: 6087.330078
	Iteration 16Q: 3 clusters Score -2.733145e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -27332582.000000 Penalty: 6087.330078
	Iteration 17Q: 3 clusters Score -2.733258e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -27333364.000000 Penalty: 6087.330078
	Iteration 18Q: 3 clusters Score -2.733336e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -27333926.000000 Penalty: 6087.330078
	Iteration 19Q: 3 clusters Score -2.733393e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -27334354.000000 Penalty: 6087.330078
	Iteration 20F: 3 clusters Score -2.733435e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129345 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -27334752.000000 Penalty: 6087.330078
	Iteration 21Q: 3 clusters Score -2.733475e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130756 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -27335040.000000 Penalty: 6087.330078
	Iteration 22Q: 3 clusters Score -2.733504e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132212 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -27335240.000000 Penalty: 6087.330078
	Iteration 23Q: 3 clusters Score -2.733524e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133638 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -27335474.000000 Penalty: 6087.330078
	Iteration 24Q: 3 clusters Score -2.733547e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135019 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -27335584.000000 Penalty: 6087.330078
	Iteration 25Q: 3 clusters Score -2.733558e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136451 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -27335790.000000 Penalty: 6087.330078
	Iteration 26Q: 3 clusters Score -2.733579e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137840 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -27335828.000000 Penalty: 6087.330078
	Iteration 27Q: 3 clusters Score -2.733583e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -27336114.000000 Penalty: 6087.330078
	Iteration 28Q: 3 clusters Score -2.733611e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140624 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -27336338.000000 Penalty: 6087.330078
	Iteration 29Q: 3 clusters Score -2.733634e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141992 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -27336638.000000 Penalty: 6087.330078
	Iteration 30Q: 3 clusters Score -2.733664e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -27336816.000000 Penalty: 6087.330078
	Iteration 31Q: 3 clusters Score -2.733682e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144784 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -27337040.000000 Penalty: 6087.330078
	Iteration 32Q: 3 clusters Score -2.733704e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -27337254.000000 Penalty: 6087.330078
	Iteration 33Q: 3 clusters Score -2.733725e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147480 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -27337438.000000 Penalty: 6087.330078
	Iteration 34Q: 3 clusters Score -2.733744e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -27337796.000000 Penalty: 6087.330078
	Iteration 35Q: 3 clusters Score -2.73378e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -27337986.000000 Penalty: 6087.330078
	Iteration 36Q: 3 clusters Score -2.733799e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151438 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -27338266.000000 Penalty: 6087.330078
	Iteration 37Q: 3 clusters Score -2.733827e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -27338304.000000 Penalty: 6087.330078
	Iteration 38Q: 3 clusters Score -2.73383e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 59944 members 
Entering Unmasked Estep 
Score: -27338410.000000 Penalty: 6087.330078
	Iteration 39Q: 3 clusters Score -2.733841e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -27338644.000000 Penalty: 6087.330078
	Iteration 40F: 3 clusters Score -2.733864e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -27338768.000000 Penalty: 6087.330078
	Iteration 41Q: 3 clusters Score -2.733877e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -27338932.000000 Penalty: 6087.330078
	Iteration 42Q: 3 clusters Score -2.733893e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -27338966.000000 Penalty: 6087.330078
	Iteration 43Q: 3 clusters Score -2.733897e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -27339040.000000 Penalty: 6087.330078
	Iteration 44Q: 3 clusters Score -2.733904e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159877 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -27339114.000000 Penalty: 6087.330078
	Iteration 45Q: 3 clusters Score -2.733911e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -27339140.000000 Penalty: 6087.330078
	Iteration 46Q: 3 clusters Score -2.733914e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -27339122.000000 Penalty: 6087.330078
	Iteration 47Q: 3 clusters Score -2.733912e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162246 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -27339270.000000 Penalty: 6087.330078
	Iteration 48Q: 3 clusters Score -2.733927e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162971 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -27339378.000000 Penalty: 6087.330078
	Iteration 49Q: 3 clusters Score -2.733938e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -27339434.000000 Penalty: 6087.330078
	Iteration 50Q: 3 clusters Score -2.733943e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -27339464.000000 Penalty: 6087.330078
	Iteration 51Q: 3 clusters Score -2.733946e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -27339614.000000 Penalty: 6087.330078
	Iteration 52Q: 3 clusters Score -2.733961e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165416 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -27339668.000000 Penalty: 6087.330078
	Iteration 53Q: 3 clusters Score -2.733967e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -27339630.000000 Penalty: 6087.330078
	Iteration 54Q: 3 clusters Score -2.733963e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -27339736.000000 Penalty: 6087.330078
	Iteration 55Q: 3 clusters Score -2.733974e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -27339770.000000 Penalty: 6087.330078
	Iteration 56Q: 3 clusters Score -2.733977e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -27339852.000000 Penalty: 6087.330078
	Iteration 57Q: 3 clusters Score -2.733985e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167804 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -27339852.000000 Penalty: 6087.330078
	Iteration 58Q: 3 clusters Score -2.733985e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168230 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -27339862.000000 Penalty: 6087.330078
	Iteration 59Q: 3 clusters Score -2.733986e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168664 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -27339960.000000 Penalty: 6087.330078
	Iteration 60F: 3 clusters Score -2.733996e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -27339956.000000 Penalty: 6087.330078
	Iteration 61Q: 3 clusters Score -2.733996e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -27339978.000000 Penalty: 6087.330078
	Iteration 62Q: 3 clusters Score -2.733998e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -27339966.000000 Penalty: 6087.330078
	Iteration 63Q: 3 clusters Score -2.733997e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -27340012.000000 Penalty: 6087.330078
	Iteration 64Q: 3 clusters Score -2.734001e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -27340022.000000 Penalty: 6087.330078
	Iteration 65Q: 3 clusters Score -2.734002e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -27340052.000000 Penalty: 6087.330078
	Iteration 66Q: 3 clusters Score -2.734005e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171433 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -27339998.000000 Penalty: 6087.330078
	Iteration 67Q: 3 clusters Score -2.734e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171800 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -27340046.000000 Penalty: 6087.330078
	Iteration 68Q: 3 clusters Score -2.734005e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -27340014.000000 Penalty: 6087.330078
	Iteration 69Q: 3 clusters Score -2.734001e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172469 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -27340090.000000 Penalty: 6087.330078
	Iteration 70Q: 3 clusters Score -2.734009e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -27340118.000000 Penalty: 6087.330078
	Iteration 71Q: 3 clusters Score -2.734012e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173140 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -27340046.000000 Penalty: 6087.330078
	Iteration 72Q: 3 clusters Score -2.734005e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -27340076.000000 Penalty: 6087.330078
	Iteration 73Q: 3 clusters Score -2.734008e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173766 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -27340184.000000 Penalty: 6087.330078
	Iteration 74Q: 3 clusters Score -2.734018e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174077 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -27340198.000000 Penalty: 6087.330078
	Iteration 75Q: 3 clusters Score -2.73402e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174394 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -27340276.000000 Penalty: 6087.330078
	Iteration 76Q: 3 clusters Score -2.734028e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -27340276.000000 Penalty: 6087.330078
	Iteration 77Q: 3 clusters Score -2.734028e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -27340354.000000 Penalty: 6087.330078
	Iteration 78Q: 3 clusters Score -2.734035e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175402 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -27340284.000000 Penalty: 6087.330078
	Iteration 79Q: 3 clusters Score -2.734028e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175721 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -27340364.000000 Penalty: 6087.330078
	Iteration 80F: 3 clusters Score -2.734036e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176042 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -27340324.000000 Penalty: 6087.330078
	Iteration 81Q: 3 clusters Score -2.734032e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176386 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -27340312.000000 Penalty: 6087.330078
	Iteration 82Q: 3 clusters Score -2.734031e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176704 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -27340348.000000 Penalty: 6087.330078
	Iteration 83Q: 3 clusters Score -2.734035e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -27340364.000000 Penalty: 6087.330078
	Iteration 84Q: 3 clusters Score -2.734036e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177288 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -27340420.000000 Penalty: 6087.330078
	Iteration 85Q: 3 clusters Score -2.734042e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -27340434.000000 Penalty: 6087.330078
	Iteration 86Q: 3 clusters Score -2.734043e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -27340416.000000 Penalty: 6087.330078
	Iteration 87Q: 3 clusters Score -2.734042e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177967 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -27340390.000000 Penalty: 6087.330078
	Iteration 88Q: 3 clusters Score -2.734039e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178167 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -27340396.000000 Penalty: 6087.330078
	Iteration 89Q: 3 clusters Score -2.73404e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -27340394.000000 Penalty: 6087.330078
	Iteration 90Q: 3 clusters Score -2.734039e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178547 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -27340410.000000 Penalty: 6087.330078
	Iteration 91Q: 3 clusters Score -2.734041e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -27340448.000000 Penalty: 6087.330078
	Iteration 92Q: 3 clusters Score -2.734045e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178988 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -27340438.000000 Penalty: 6087.330078
	Iteration 93Q: 3 clusters Score -2.734044e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179204 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -27340456.000000 Penalty: 6087.330078
	Iteration 94Q: 3 clusters Score -2.734046e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -27340420.000000 Penalty: 6087.330078
	Iteration 95Q: 3 clusters Score -2.734042e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -27340398.000000 Penalty: 6087.330078
	Iteration 96Q: 3 clusters Score -2.73404e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -27340388.000000 Penalty: 6087.330078
	Iteration 97Q: 3 clusters Score -2.734039e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180021 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -27340342.000000 Penalty: 6087.330078
	Iteration 98Q: 3 clusters Score -2.734034e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180232 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -27340272.000000 Penalty: 6087.330078
	Iteration 99Q: 3 clusters Score -2.734027e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180451 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -27340240.000000 Penalty: 6087.330078
	Iteration 100F: 3 clusters Score -2.734024e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180689 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -27340208.000000 Penalty: 6087.330078
	Iteration 101Q: 3 clusters Score -2.734021e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180921 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -27340222.000000 Penalty: 6087.330078
	Iteration 102Q: 3 clusters Score -2.734022e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181120 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -27340212.000000 Penalty: 6087.330078
	Iteration 103Q: 3 clusters Score -2.734021e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -27340228.000000 Penalty: 6087.330078
	Iteration 104Q: 3 clusters Score -2.734023e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -27340268.000000 Penalty: 6087.330078
	Iteration 105Q: 3 clusters Score -2.734027e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181640 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -27340272.000000 Penalty: 6087.330078
	Iteration 106Q: 3 clusters Score -2.734027e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181804 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -27340260.000000 Penalty: 6087.330078
	Iteration 107Q: 3 clusters Score -2.734026e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -27340258.000000 Penalty: 6087.330078
	Iteration 108Q: 3 clusters Score -2.734026e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182159 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -27340264.000000 Penalty: 6087.330078
	Iteration 109Q: 3 clusters Score -2.734026e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182311 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -27340220.000000 Penalty: 6087.330078
	Iteration 110Q: 3 clusters Score -2.734022e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182455 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -27340230.000000 Penalty: 6087.330078
	Iteration 111Q: 3 clusters Score -2.734023e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182608 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -27340232.000000 Penalty: 6087.330078
	Iteration 112Q: 3 clusters Score -2.734023e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182768 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -27340216.000000 Penalty: 6087.330078
	Iteration 113Q: 3 clusters Score -2.734022e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -27340236.000000 Penalty: 6087.330078
	Iteration 114Q: 3 clusters Score -2.734024e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183017 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -27340256.000000 Penalty: 6087.330078
	Iteration 115Q: 3 clusters Score -2.734026e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183121 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -27340262.000000 Penalty: 6087.330078
	Iteration 116Q: 3 clusters Score -2.734026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183221 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -27340268.000000 Penalty: 6087.330078
	Iteration 117Q: 3 clusters Score -2.734027e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -27340250.000000 Penalty: 6087.330078
	Iteration 118Q: 3 clusters Score -2.734025e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183425 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -27340236.000000 Penalty: 6087.330078
	Iteration 119Q: 3 clusters Score -2.734024e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183516 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -27340180.000000 Penalty: 6087.330078
	Iteration 120F: 3 clusters Score -2.734018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183614 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -27340164.000000 Penalty: 6087.330078
	Iteration 121Q: 3 clusters Score -2.734016e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183710 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -27340162.000000 Penalty: 6087.330078
	Iteration 122Q: 3 clusters Score -2.734016e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183785 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -27340136.000000 Penalty: 6087.330078
	Iteration 123Q: 3 clusters Score -2.734014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -27340164.000000 Penalty: 6087.330078
	Iteration 124Q: 3 clusters Score -2.734016e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183914 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -27340188.000000 Penalty: 6087.330078
	Iteration 125Q: 3 clusters Score -2.734019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183979 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -27340186.000000 Penalty: 6087.330078
	Iteration 126Q: 3 clusters Score -2.734019e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -27340146.000000 Penalty: 6087.330078
	Iteration 127Q: 3 clusters Score -2.734015e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -27340140.000000 Penalty: 6087.330078
	Iteration 128Q: 3 clusters Score -2.734014e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184209 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -27340108.000000 Penalty: 6087.330078
	Iteration 129Q: 3 clusters Score -2.734011e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184317 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -27340072.000000 Penalty: 6087.330078
	Iteration 130Q: 3 clusters Score -2.734007e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184423 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -27340100.000000 Penalty: 6087.330078
	Iteration 131Q: 3 clusters Score -2.73401e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184510 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -27340120.000000 Penalty: 6087.330078
	Iteration 132Q: 3 clusters Score -2.734012e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184602 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -27340048.000000 Penalty: 6087.330078
	Iteration 133Q: 3 clusters Score -2.734005e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -27340066.000000 Penalty: 6087.330078
	Iteration 134Q: 3 clusters Score -2.734007e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184799 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -27340074.000000 Penalty: 6087.330078
	Iteration 135Q: 3 clusters Score -2.734007e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -27340058.000000 Penalty: 6087.330078
	Iteration 136Q: 3 clusters Score -2.734006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184962 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -27340062.000000 Penalty: 6087.330078
	Iteration 137Q: 3 clusters Score -2.734006e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185047 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -27340050.000000 Penalty: 6087.330078
	Iteration 138Q: 3 clusters Score -2.734005e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185135 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -27340062.000000 Penalty: 6087.330078
	Iteration 139Q: 3 clusters Score -2.734006e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -27340042.000000 Penalty: 6087.330078
	Iteration 140F: 3 clusters Score -2.734004e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185310 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -27340046.000000 Penalty: 6087.330078
	Iteration 141Q: 3 clusters Score -2.734005e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185403 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -27340044.000000 Penalty: 6087.330078
	Iteration 142Q: 3 clusters Score -2.734004e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185501 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -27340040.000000 Penalty: 6087.330078
	Iteration 143Q: 3 clusters Score -2.734004e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185610 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -27340066.000000 Penalty: 6087.330078
	Iteration 144Q: 3 clusters Score -2.734007e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185702 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -27340042.000000 Penalty: 6087.330078
	Iteration 145Q: 3 clusters Score -2.734004e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185788 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -27340058.000000 Penalty: 6087.330078
	Iteration 146Q: 3 clusters Score -2.734006e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185898 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -27340046.000000 Penalty: 6087.330078
	Iteration 147Q: 3 clusters Score -2.734005e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -27339992.000000 Penalty: 6087.330078
	Iteration 148Q: 3 clusters Score -2.733999e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186130 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -27339950.000000 Penalty: 6087.330078
	Iteration 149Q: 3 clusters Score -2.733995e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186229 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -27339946.000000 Penalty: 6087.330078
	Iteration 150Q: 3 clusters Score -2.733995e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186325 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -27339946.000000 Penalty: 6087.330078
	Iteration 151Q: 3 clusters Score -2.733995e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186431 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -27339932.000000 Penalty: 6087.330078
	Iteration 152Q: 3 clusters Score -2.733993e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186535 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -27339900.000000 Penalty: 6087.330078
	Iteration 153Q: 3 clusters Score -2.73399e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186628 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -27339914.000000 Penalty: 6087.330078
	Iteration 154Q: 3 clusters Score -2.733991e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186725 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -27339896.000000 Penalty: 6087.330078
	Iteration 155Q: 3 clusters Score -2.73399e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -27339894.000000 Penalty: 6087.330078
	Iteration 156Q: 3 clusters Score -2.733989e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186906 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -27339866.000000 Penalty: 6087.330078
	Iteration 157Q: 3 clusters Score -2.733987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186984 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -27339898.000000 Penalty: 6087.330078
	Iteration 158Q: 3 clusters Score -2.73399e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187061 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -27339910.000000 Penalty: 6087.330078
	Iteration 159Q: 3 clusters Score -2.733991e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187138 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -27339888.000000 Penalty: 6087.330078
	Iteration 160F: 3 clusters Score -2.733989e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187225 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -27339908.000000 Penalty: 6087.330078
	Iteration 161Q: 3 clusters Score -2.733991e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187313 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -27339914.000000 Penalty: 6087.330078
	Iteration 162Q: 3 clusters Score -2.733991e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187413 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -27339946.000000 Penalty: 6087.330078
	Iteration 163Q: 3 clusters Score -2.733995e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187509 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -27339940.000000 Penalty: 6087.330078
	Iteration 164Q: 3 clusters Score -2.733994e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187601 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -27339928.000000 Penalty: 6087.330078
	Iteration 165Q: 3 clusters Score -2.733993e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187674 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -27339926.000000 Penalty: 6087.330078
	Iteration 166Q: 3 clusters Score -2.733993e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187734 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -27339880.000000 Penalty: 6087.330078
	Iteration 167Q: 3 clusters Score -2.733988e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -27339878.000000 Penalty: 6087.330078
	Iteration 168Q: 3 clusters Score -2.733988e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187866 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -27339888.000000 Penalty: 6087.330078
	Iteration 169Q: 3 clusters Score -2.733989e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187930 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -27339904.000000 Penalty: 6087.330078
	Iteration 170Q: 3 clusters Score -2.73399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187989 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -27339886.000000 Penalty: 6087.330078
	Iteration 171Q: 3 clusters Score -2.733989e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188040 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -27339886.000000 Penalty: 6087.330078
	Iteration 172Q: 3 clusters Score -2.733989e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188088 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -27339858.000000 Penalty: 6087.330078
	Iteration 173Q: 3 clusters Score -2.733986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188141 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -27339860.000000 Penalty: 6087.330078
	Iteration 174Q: 3 clusters Score -2.733986e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188190 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -27339846.000000 Penalty: 6087.330078
	Iteration 175Q: 3 clusters Score -2.733985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188237 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -27339856.000000 Penalty: 6087.330078
	Iteration 176Q: 3 clusters Score -2.733986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188278 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -27339874.000000 Penalty: 6087.330078
	Iteration 177Q: 3 clusters Score -2.733987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188318 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -27339834.000000 Penalty: 6087.330078
	Iteration 178Q: 3 clusters Score -2.733983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -27339880.000000 Penalty: 6087.330078
	Iteration 179Q: 3 clusters Score -2.733988e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188400 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -27339900.000000 Penalty: 6087.330078
	Iteration 180F: 3 clusters Score -2.73399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188437 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -27339936.000000 Penalty: 6087.330078
	Iteration 181Q: 3 clusters Score -2.733994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188476 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -27339890.000000 Penalty: 6087.330078
	Iteration 182Q: 3 clusters Score -2.733989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188514 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -27339860.000000 Penalty: 6087.330078
	Iteration 183Q: 3 clusters Score -2.733986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188548 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -27339840.000000 Penalty: 6087.330078
	Iteration 184Q: 3 clusters Score -2.733984e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188580 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -27339858.000000 Penalty: 6087.330078
	Iteration 185Q: 3 clusters Score -2.733986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188614 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -27339834.000000 Penalty: 6087.330078
	Iteration 186Q: 3 clusters Score -2.733983e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188647 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -27339842.000000 Penalty: 6087.330078
	Iteration 187Q: 3 clusters Score -2.733984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188681 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -27339822.000000 Penalty: 6087.330078
	Iteration 188Q: 3 clusters Score -2.733982e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188720 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -27339822.000000 Penalty: 6087.330078
	Iteration 189Q: 3 clusters Score -2.733982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188755 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -27339822.000000 Penalty: 6087.330078
	Iteration 190Q: 3 clusters Score -2.733982e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188789 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -27339790.000000 Penalty: 6087.330078
	Iteration 191Q: 3 clusters Score -2.733979e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188824 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -27339824.000000 Penalty: 6087.330078
	Iteration 192Q: 3 clusters Score -2.733982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188867 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -27339822.000000 Penalty: 6087.330078
	Iteration 193Q: 3 clusters Score -2.733982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -27339846.000000 Penalty: 6087.330078
	Iteration 194Q: 3 clusters Score -2.733985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188941 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -27339830.000000 Penalty: 6087.330078
	Iteration 195Q: 3 clusters Score -2.733983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188975 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -27339824.000000 Penalty: 6087.330078
	Iteration 196Q: 3 clusters Score -2.733982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -27339806.000000 Penalty: 6087.330078
	Iteration 197Q: 3 clusters Score -2.733981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189030 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -27339820.000000 Penalty: 6087.330078
	Iteration 198Q: 3 clusters Score -2.733982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189055 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -27339812.000000 Penalty: 6087.330078
	Iteration 199Q: 3 clusters Score -2.733981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189076 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -27339810.000000 Penalty: 6087.330078
	Iteration 200F: 3 clusters Score -2.733981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189099 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -27339792.000000 Penalty: 6087.330078
	Iteration 201Q: 3 clusters Score -2.733979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189126 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -27339798.000000 Penalty: 6087.330078
	Iteration 202Q: 3 clusters Score -2.73398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189160 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -27339794.000000 Penalty: 6087.330078
	Iteration 203Q: 3 clusters Score -2.733979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189183 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -27339792.000000 Penalty: 6087.330078
	Iteration 204Q: 3 clusters Score -2.733979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -27339774.000000 Penalty: 6087.330078
	Iteration 205Q: 3 clusters Score -2.733977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -27339782.000000 Penalty: 6087.330078
	Iteration 206Q: 3 clusters Score -2.733978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -27339796.000000 Penalty: 6087.330078
	Iteration 207Q: 3 clusters Score -2.73398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189250 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -27339810.000000 Penalty: 6087.330078
	Iteration 208Q: 3 clusters Score -2.733981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189271 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -27339802.000000 Penalty: 6087.330078
	Iteration 209Q: 3 clusters Score -2.73398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189290 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -27339814.000000 Penalty: 6087.330078
	Iteration 210Q: 3 clusters Score -2.733981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189310 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -27339798.000000 Penalty: 6087.330078
	Iteration 211Q: 3 clusters Score -2.73398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189328 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -27339792.000000 Penalty: 6087.330078
	Iteration 212Q: 3 clusters Score -2.733979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189349 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -27339774.000000 Penalty: 6087.330078
	Iteration 213Q: 3 clusters Score -2.733977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189371 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -27339744.000000 Penalty: 6087.330078
	Iteration 214Q: 3 clusters Score -2.733974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -27339736.000000 Penalty: 6087.330078
	Iteration 215Q: 3 clusters Score -2.733974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189409 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -27339742.000000 Penalty: 6087.330078
	Iteration 216Q: 3 clusters Score -2.733974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189432 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -27339762.000000 Penalty: 6087.330078
	Iteration 217Q: 3 clusters Score -2.733976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189459 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -27339754.000000 Penalty: 6087.330078
	Iteration 218Q: 3 clusters Score -2.733975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189491 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -27339768.000000 Penalty: 6087.330078
	Iteration 219Q: 3 clusters Score -2.733977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189521 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -27339754.000000 Penalty: 6087.330078
	Iteration 220F: 3 clusters Score -2.733975e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189542 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -27339762.000000 Penalty: 6087.330078
	Iteration 221Q: 3 clusters Score -2.733976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189569 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -27339764.000000 Penalty: 6087.330078
	Iteration 222Q: 3 clusters Score -2.733976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189599 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -27339768.000000 Penalty: 6087.330078
	Iteration 223Q: 3 clusters Score -2.733977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189634 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -27339752.000000 Penalty: 6087.330078
	Iteration 224Q: 3 clusters Score -2.733975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189674 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -27339786.000000 Penalty: 6087.330078
	Iteration 225Q: 3 clusters Score -2.733979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189717 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -27339748.000000 Penalty: 6087.330078
	Iteration 226Q: 3 clusters Score -2.733975e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189756 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -27339768.000000 Penalty: 6087.330078
	Iteration 227Q: 3 clusters Score -2.733977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189799 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -27339808.000000 Penalty: 6087.330078
	Iteration 228Q: 3 clusters Score -2.733981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189845 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -27339800.000000 Penalty: 6087.330078
	Iteration 229Q: 3 clusters Score -2.73398e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -27339820.000000 Penalty: 6087.330078
	Iteration 230Q: 3 clusters Score -2.733982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189931 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -27339800.000000 Penalty: 6087.330078
	Iteration 231Q: 3 clusters Score -2.73398e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189968 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -27339772.000000 Penalty: 6087.330078
	Iteration 232Q: 3 clusters Score -2.733977e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190007 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -27339760.000000 Penalty: 6087.330078
	Iteration 233Q: 3 clusters Score -2.733976e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190049 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -27339712.000000 Penalty: 6087.330078
	Iteration 234Q: 3 clusters Score -2.733971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190089 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -27339740.000000 Penalty: 6087.330078
	Iteration 235Q: 3 clusters Score -2.733974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190118 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -27339734.000000 Penalty: 6087.330078
	Iteration 236Q: 3 clusters Score -2.733973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190143 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -27339724.000000 Penalty: 6087.330078
	Iteration 237Q: 3 clusters Score -2.733972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190170 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -27339726.000000 Penalty: 6087.330078
	Iteration 238Q: 3 clusters Score -2.733973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190190 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -27339740.000000 Penalty: 6087.330078
	Iteration 239Q: 3 clusters Score -2.733974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190212 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -27339756.000000 Penalty: 6087.330078
	Iteration 240F: 3 clusters Score -2.733976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190225 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -27339758.000000 Penalty: 6087.330078
	Iteration 241Q: 3 clusters Score -2.733976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190243 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -27339736.000000 Penalty: 6087.330078
	Iteration 242Q: 3 clusters Score -2.733974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190259 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -27339762.000000 Penalty: 6087.330078
	Iteration 243Q: 3 clusters Score -2.733976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190273 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -27339740.000000 Penalty: 6087.330078
	Iteration 244Q: 3 clusters Score -2.733974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190283 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -27339760.000000 Penalty: 6087.330078
	Iteration 245Q: 3 clusters Score -2.733976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -27339764.000000 Penalty: 6087.330078
	Iteration 246Q: 3 clusters Score -2.733976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190302 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -27339752.000000 Penalty: 6087.330078
	Iteration 247Q: 3 clusters Score -2.733975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190308 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -27339738.000000 Penalty: 6087.330078
	Iteration 248Q: 3 clusters Score -2.733974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190312 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -27339744.000000 Penalty: 6087.330078
	Iteration 249Q: 3 clusters Score -2.733974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190317 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -27339756.000000 Penalty: 6087.330078
	Iteration 250Q: 3 clusters Score -2.733976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190322 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -27339760.000000 Penalty: 6087.330078
	Iteration 251Q: 3 clusters Score -2.733976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190331 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -27339756.000000 Penalty: 6087.330078
	Iteration 252Q: 3 clusters Score -2.733976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190347 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -27339764.000000 Penalty: 6087.330078
	Iteration 253Q: 3 clusters Score -2.733976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190361 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -27339758.000000 Penalty: 6087.330078
	Iteration 254Q: 3 clusters Score -2.733976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -27339774.000000 Penalty: 6087.330078
	Iteration 255Q: 3 clusters Score -2.733977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190395 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -27339774.000000 Penalty: 6087.330078
	Iteration 256Q: 3 clusters Score -2.733977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190418 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -27339770.000000 Penalty: 6087.330078
	Iteration 257Q: 3 clusters Score -2.733977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190434 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -27339788.000000 Penalty: 6087.330078
	Iteration 258Q: 3 clusters Score -2.733979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190463 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -27339798.000000 Penalty: 6087.330078
	Iteration 259Q: 3 clusters Score -2.73398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190496 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -27339792.000000 Penalty: 6087.330078
	Iteration 260F: 3 clusters Score -2.733979e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190536 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -27339762.000000 Penalty: 6087.330078
	Iteration 261Q: 3 clusters Score -2.733976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190572 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -27339784.000000 Penalty: 6087.330078
	Iteration 262Q: 3 clusters Score -2.733978e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -27339798.000000 Penalty: 6087.330078
	Iteration 263Q: 3 clusters Score -2.73398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -27339780.000000 Penalty: 6087.330078
	Iteration 264Q: 3 clusters Score -2.733978e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190694 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -27339796.000000 Penalty: 6087.330078
	Iteration 265Q: 3 clusters Score -2.73398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190735 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -27339812.000000 Penalty: 6087.330078
	Iteration 266Q: 3 clusters Score -2.733981e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190780 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -27339780.000000 Penalty: 6087.330078
	Iteration 267Q: 3 clusters Score -2.733978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190825 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -27339802.000000 Penalty: 6087.330078
	Iteration 268Q: 3 clusters Score -2.73398e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190886 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -27339762.000000 Penalty: 6087.330078
	Iteration 269Q: 3 clusters Score -2.733976e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190953 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -27339760.000000 Penalty: 6087.330078
	Iteration 270Q: 3 clusters Score -2.733976e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191028 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -27339764.000000 Penalty: 6087.330078
	Iteration 271Q: 3 clusters Score -2.733976e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191107 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -27339742.000000 Penalty: 6087.330078
	Iteration 272Q: 3 clusters Score -2.733974e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191175 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -27339762.000000 Penalty: 6087.330078
	Iteration 273Q: 3 clusters Score -2.733976e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191251 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -27339760.000000 Penalty: 6087.330078
	Iteration 274Q: 3 clusters Score -2.733976e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191323 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -27339734.000000 Penalty: 6087.330078
	Iteration 275Q: 3 clusters Score -2.733973e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -27339716.000000 Penalty: 6087.330078
	Iteration 276Q: 3 clusters Score -2.733972e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191463 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -27339670.000000 Penalty: 6087.330078
	Iteration 277Q: 3 clusters Score -2.733967e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -27339646.000000 Penalty: 6087.330078
	Iteration 278Q: 3 clusters Score -2.733965e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191622 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -27339660.000000 Penalty: 6087.330078
	Iteration 279Q: 3 clusters Score -2.733966e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191697 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -27339616.000000 Penalty: 6087.330078
	Iteration 280F: 3 clusters Score -2.733962e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191760 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -27339616.000000 Penalty: 6087.330078
	Iteration 281Q: 3 clusters Score -2.733962e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -27339632.000000 Penalty: 6087.330078
	Iteration 282Q: 3 clusters Score -2.733963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191886 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -27339636.000000 Penalty: 6087.330078
	Iteration 283Q: 3 clusters Score -2.733964e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191958 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -27339634.000000 Penalty: 6087.330078
	Iteration 284Q: 3 clusters Score -2.733963e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192030 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -27339690.000000 Penalty: 6087.330078
	Iteration 285Q: 3 clusters Score -2.733969e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192087 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -27339682.000000 Penalty: 6087.330078
	Iteration 286Q: 3 clusters Score -2.733968e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192145 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -27339636.000000 Penalty: 6087.330078
	Iteration 287Q: 3 clusters Score -2.733964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192192 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -27339636.000000 Penalty: 6087.330078
	Iteration 288Q: 3 clusters Score -2.733964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192244 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -27339666.000000 Penalty: 6087.330078
	Iteration 289Q: 3 clusters Score -2.733967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192292 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -27339660.000000 Penalty: 6087.330078
	Iteration 290Q: 3 clusters Score -2.733966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192331 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -27339674.000000 Penalty: 6087.330078
	Iteration 291Q: 3 clusters Score -2.733967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192366 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -27339686.000000 Penalty: 6087.330078
	Iteration 292Q: 3 clusters Score -2.733969e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192400 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -27339698.000000 Penalty: 6087.330078
	Iteration 293Q: 3 clusters Score -2.73397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192443 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -27339712.000000 Penalty: 6087.330078
	Iteration 294Q: 3 clusters Score -2.733971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192481 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -27339690.000000 Penalty: 6087.330078
	Iteration 295Q: 3 clusters Score -2.733969e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192525 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -27339710.000000 Penalty: 6087.330078
	Iteration 296Q: 3 clusters Score -2.733971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192568 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -27339704.000000 Penalty: 6087.330078
	Iteration 297Q: 3 clusters Score -2.73397e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192613 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -27339698.000000 Penalty: 6087.330078
	Iteration 298Q: 3 clusters Score -2.73397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192655 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -27339704.000000 Penalty: 6087.330078
	Iteration 299Q: 3 clusters Score -2.73397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192700 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -27339678.000000 Penalty: 6087.330078
	Iteration 300F: 3 clusters Score -2.733968e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192732 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -27339652.000000 Penalty: 6087.330078
	Iteration 301Q: 3 clusters Score -2.733965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -27339644.000000 Penalty: 6087.330078
	Iteration 302Q: 3 clusters Score -2.733964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -27339656.000000 Penalty: 6087.330078
	Iteration 303Q: 3 clusters Score -2.733966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -27339630.000000 Penalty: 6087.330078
	Iteration 304Q: 3 clusters Score -2.733963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192825 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -27339640.000000 Penalty: 6087.330078
	Iteration 305Q: 3 clusters Score -2.733964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192850 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -27339638.000000 Penalty: 6087.330078
	Iteration 306Q: 3 clusters Score -2.733964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192864 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -27339632.000000 Penalty: 6087.330078
	Iteration 307Q: 3 clusters Score -2.733963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -27339648.000000 Penalty: 6087.330078
	Iteration 308Q: 3 clusters Score -2.733965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192905 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -27339668.000000 Penalty: 6087.330078
	Iteration 309Q: 3 clusters Score -2.733967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192925 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -27339668.000000 Penalty: 6087.330078
	Iteration 310Q: 3 clusters Score -2.733967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192947 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -27339658.000000 Penalty: 6087.330078
	Iteration 311Q: 3 clusters Score -2.733966e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192963 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -27339658.000000 Penalty: 6087.330078
	Iteration 312Q: 3 clusters Score -2.733966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192982 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -27339654.000000 Penalty: 6087.330078
	Iteration 313Q: 3 clusters Score -2.733965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192999 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -27339674.000000 Penalty: 6087.330078
	Iteration 314Q: 3 clusters Score -2.733967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193021 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -27339666.000000 Penalty: 6087.330078
	Iteration 315Q: 3 clusters Score -2.733967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193046 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -27339678.000000 Penalty: 6087.330078
	Iteration 316Q: 3 clusters Score -2.733968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193077 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -27339658.000000 Penalty: 6087.330078
	Iteration 317Q: 3 clusters Score -2.733966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193109 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -27339658.000000 Penalty: 6087.330078
	Iteration 318Q: 3 clusters Score -2.733966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193139 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -27339660.000000 Penalty: 6087.330078
	Iteration 319Q: 3 clusters Score -2.733966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193159 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -27339648.000000 Penalty: 6087.330078
	Iteration 320F: 3 clusters Score -2.733965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193178 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -27339644.000000 Penalty: 6087.330078
	Iteration 321Q: 3 clusters Score -2.733964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193197 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -27339602.000000 Penalty: 6087.330078
	Iteration 322Q: 3 clusters Score -2.73396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -27339578.000000 Penalty: 6087.330078
	Iteration 323Q: 3 clusters Score -2.733958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193256 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -27339588.000000 Penalty: 6087.330078
	Iteration 324Q: 3 clusters Score -2.733959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193289 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -27339644.000000 Penalty: 6087.330078
	Iteration 325Q: 3 clusters Score -2.733964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193320 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -27339650.000000 Penalty: 6087.330078
	Iteration 326Q: 3 clusters Score -2.733965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193357 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -27339654.000000 Penalty: 6087.330078
	Iteration 327Q: 3 clusters Score -2.733965e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193389 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -27339636.000000 Penalty: 6087.330078
	Iteration 328Q: 3 clusters Score -2.733964e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -27339652.000000 Penalty: 6087.330078
	Iteration 329Q: 3 clusters Score -2.733965e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -27339638.000000 Penalty: 6087.330078
	Iteration 330Q: 3 clusters Score -2.733964e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193503 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -27339616.000000 Penalty: 6087.330078
	Iteration 331Q: 3 clusters Score -2.733962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193552 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -27339622.000000 Penalty: 6087.330078
	Iteration 332Q: 3 clusters Score -2.733962e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -27339610.000000 Penalty: 6087.330078
	Iteration 333Q: 3 clusters Score -2.733961e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193690 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -27339622.000000 Penalty: 6087.330078
	Iteration 334Q: 3 clusters Score -2.733962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193767 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -27339620.000000 Penalty: 6087.330078
	Iteration 335Q: 3 clusters Score -2.733962e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193846 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -27339628.000000 Penalty: 6087.330078
	Iteration 336Q: 3 clusters Score -2.733963e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193912 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -27339626.000000 Penalty: 6087.330078
	Iteration 337Q: 3 clusters Score -2.733963e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -27339628.000000 Penalty: 6087.330078
	Iteration 338Q: 3 clusters Score -2.733963e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194025 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -27339602.000000 Penalty: 6087.330078
	Iteration 339Q: 3 clusters Score -2.73396e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194088 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -27339602.000000 Penalty: 6087.330078
	Iteration 340F: 3 clusters Score -2.73396e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194157 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -27339588.000000 Penalty: 6087.330078
	Iteration 341Q: 3 clusters Score -2.733959e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -27339594.000000 Penalty: 6087.330078
	Iteration 342Q: 3 clusters Score -2.733959e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194302 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -27339556.000000 Penalty: 6087.330078
	Iteration 343Q: 3 clusters Score -2.733956e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194379 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -27339598.000000 Penalty: 6087.330078
	Iteration 344Q: 3 clusters Score -2.73396e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194459 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -27339560.000000 Penalty: 6087.330078
	Iteration 345Q: 3 clusters Score -2.733956e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194538 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -27339558.000000 Penalty: 6087.330078
	Iteration 346Q: 3 clusters Score -2.733956e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194614 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -27339542.000000 Penalty: 6087.330078
	Iteration 347Q: 3 clusters Score -2.733954e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194674 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -27339496.000000 Penalty: 6087.330078
	Iteration 348Q: 3 clusters Score -2.73395e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194729 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -27339498.000000 Penalty: 6087.330078
	Iteration 349Q: 3 clusters Score -2.73395e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194790 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -27339510.000000 Penalty: 6087.330078
	Iteration 350Q: 3 clusters Score -2.733951e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194868 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -27339500.000000 Penalty: 6087.330078
	Iteration 351Q: 3 clusters Score -2.73395e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -27339512.000000 Penalty: 6087.330078
	Iteration 352Q: 3 clusters Score -2.733951e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195016 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -27339500.000000 Penalty: 6087.330078
	Iteration 353Q: 3 clusters Score -2.73395e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195078 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -27339510.000000 Penalty: 6087.330078
	Iteration 354Q: 3 clusters Score -2.733951e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -27339488.000000 Penalty: 6087.330078
	Iteration 355Q: 3 clusters Score -2.733949e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195197 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -27339496.000000 Penalty: 6087.330078
	Iteration 356Q: 3 clusters Score -2.73395e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195253 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -27339488.000000 Penalty: 6087.330078
	Iteration 357Q: 3 clusters Score -2.733949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195305 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -27339488.000000 Penalty: 6087.330078
	Iteration 358Q: 3 clusters Score -2.733949e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -27339470.000000 Penalty: 6087.330078
	Iteration 359Q: 3 clusters Score -2.733947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195385 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -27339486.000000 Penalty: 6087.330078
	Iteration 360F: 3 clusters Score -2.733949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195424 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -27339454.000000 Penalty: 6087.330078
	Iteration 361Q: 3 clusters Score -2.733945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195462 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -27339450.000000 Penalty: 6087.330078
	Iteration 362Q: 3 clusters Score -2.733945e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -27339464.000000 Penalty: 6087.330078
	Iteration 363Q: 3 clusters Score -2.733946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195550 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -27339464.000000 Penalty: 6087.330078
	Iteration 364Q: 3 clusters Score -2.733946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195584 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -27339410.000000 Penalty: 6087.330078
	Iteration 365Q: 3 clusters Score -2.733941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195609 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -27339432.000000 Penalty: 6087.330078
	Iteration 366Q: 3 clusters Score -2.733943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195634 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -27339418.000000 Penalty: 6087.330078
	Iteration 367Q: 3 clusters Score -2.733942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195659 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -27339424.000000 Penalty: 6087.330078
	Iteration 368Q: 3 clusters Score -2.733942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195688 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -27339438.000000 Penalty: 6087.330078
	Iteration 369Q: 3 clusters Score -2.733944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -27339412.000000 Penalty: 6087.330078
	Iteration 370Q: 3 clusters Score -2.733941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195739 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -27339384.000000 Penalty: 6087.330078
	Iteration 371Q: 3 clusters Score -2.733938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195761 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -27339396.000000 Penalty: 6087.330078
	Iteration 372Q: 3 clusters Score -2.73394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195786 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -27339372.000000 Penalty: 6087.330078
	Iteration 373Q: 3 clusters Score -2.733937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195808 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -27339412.000000 Penalty: 6087.330078
	Iteration 374Q: 3 clusters Score -2.733941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195827 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -27339410.000000 Penalty: 6087.330078
	Iteration 375Q: 3 clusters Score -2.733941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195841 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -27339416.000000 Penalty: 6087.330078
	Iteration 376Q: 3 clusters Score -2.733942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195857 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -27339430.000000 Penalty: 6087.330078
	Iteration 377Q: 3 clusters Score -2.733943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195877 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -27339404.000000 Penalty: 6087.330078
	Iteration 378Q: 3 clusters Score -2.73394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195888 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -27339422.000000 Penalty: 6087.330078
	Iteration 379Q: 3 clusters Score -2.733942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -27339400.000000 Penalty: 6087.330078
	Iteration 380F: 3 clusters Score -2.73394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195920 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -27339402.000000 Penalty: 6087.330078
	Iteration 381Q: 3 clusters Score -2.73394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -27339420.000000 Penalty: 6087.330078
	Iteration 382Q: 3 clusters Score -2.733942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195940 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -27339408.000000 Penalty: 6087.330078
	Iteration 383Q: 3 clusters Score -2.733941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195944 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -27339398.000000 Penalty: 6087.330078
	Iteration 384Q: 3 clusters Score -2.73394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195948 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -27339396.000000 Penalty: 6087.330078
	Iteration 385Q: 3 clusters Score -2.73394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -27339414.000000 Penalty: 6087.330078
	Iteration 386Q: 3 clusters Score -2.733941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195957 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -27339400.000000 Penalty: 6087.330078
	Iteration 387Q: 3 clusters Score -2.73394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195959 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -27339410.000000 Penalty: 6087.330078
	Iteration 388Q: 3 clusters Score -2.733941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195963 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -27339400.000000 Penalty: 6087.330078
	Iteration 389Q: 3 clusters Score -2.73394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195967 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -27339430.000000 Penalty: 6087.330078
	Iteration 390Q: 3 clusters Score -2.733943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195969 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -27339426.000000 Penalty: 6087.330078
	Iteration 391Q: 3 clusters Score -2.733943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195971 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -27339424.000000 Penalty: 6087.330078
	Iteration 392Q: 3 clusters Score -2.733942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195974 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -27339418.000000 Penalty: 6087.330078
	Iteration 393Q: 3 clusters Score -2.733942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195976 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -27339420.000000 Penalty: 6087.330078
	Iteration 394Q: 3 clusters Score -2.733942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195980 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -27339420.000000 Penalty: 6087.330078
	Iteration 395Q: 3 clusters Score -2.733942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195979 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -27339410.000000 Penalty: 6087.330078
	Iteration 396Q: 3 clusters Score -2.733941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195981 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -27339408.000000 Penalty: 6087.330078
	Iteration 397Q: 3 clusters Score -2.733941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195981 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -27339408.000000 Penalty: 6087.330078
	Iteration 398F: 3 clusters Score -2.733941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 174933 members 
Mstep: Class 4 contains 195981 members 
Mstep: Class 5 contains 67889 members 
Mstep: Class 6 contains 177000 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 68373 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 217645 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149678944.000000 Penalty: 62449.558594
Splitting cluster 4 changes total score from -149679824.000000 to -149678944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (67889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Entering Unmasked Estep 
Score: -8445585.000000 Penalty: 2759.156006
	Iteration 0F: 2 clusters Score -8445585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -8399923.000000 Penalty: 5518.312012
	Iteration 0F: 3 clusters Score -8399923 nChanged 31684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -8417652.000000 Penalty: 5518.312012
	Iteration 1F: 3 clusters Score -8417652 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -8418209.000000 Penalty: 5518.312012
	Iteration 2Q: 3 clusters Score -8418209 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -8418719.000000 Penalty: 5518.312012
	Iteration 3Q: 3 clusters Score -8418719 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -8419294.000000 Penalty: 5518.312012
	Iteration 4Q: 3 clusters Score -8419294 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -8419819.000000 Penalty: 5518.312012
	Iteration 5Q: 3 clusters Score -8419819 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -8420430.000000 Penalty: 5518.312012
	Iteration 6Q: 3 clusters Score -8420430 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -8421152.000000 Penalty: 5518.312012
	Iteration 7Q: 3 clusters Score -8421152 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -8421993.000000 Penalty: 5518.312012
	Iteration 8Q: 3 clusters Score -8421993 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -8422987.000000 Penalty: 5518.312012
	Iteration 9Q: 3 clusters Score -8422987 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -8424296.000000 Penalty: 5518.312012
	Iteration 10Q: 3 clusters Score -8424296 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8426055.000000 Penalty: 5518.312012
	Iteration 11Q: 3 clusters Score -8426055 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8428551.000000 Penalty: 5518.312012
	Iteration 12F: 3 clusters Score -8428551 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -8431594.000000 Penalty: 5518.312012
	Iteration 13F: 3 clusters Score -8431594 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8434894.000000 Penalty: 5518.312012
	Iteration 14F: 3 clusters Score -8434894 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -8437781.000000 Penalty: 5518.312012
	Iteration 15F: 3 clusters Score -8437781 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -8439912.000000 Penalty: 5518.312012
	Iteration 16Q: 3 clusters Score -8439912 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8441335.000000 Penalty: 5518.312012
	Iteration 17Q: 3 clusters Score -8441335 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8442101.000000 Penalty: 5518.312012
	Iteration 18Q: 3 clusters Score -8442101 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8442499.000000 Penalty: 5518.312012
	Iteration 19Q: 3 clusters Score -8442499 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8442712.000000 Penalty: 5518.312012
	Iteration 20F: 3 clusters Score -8442712 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67176 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8442836.000000 Penalty: 5518.312012
	Iteration 21Q: 3 clusters Score -8442836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8442956.000000 Penalty: 5518.312012
	Iteration 22Q: 3 clusters Score -8442956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8443024.000000 Penalty: 5518.312012
	Iteration 23Q: 3 clusters Score -8443024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8443064.000000 Penalty: 5518.312012
	Iteration 24Q: 3 clusters Score -8443064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67433 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8443107.000000 Penalty: 5518.312012
	Iteration 25Q: 3 clusters Score -8443107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8443152.000000 Penalty: 5518.312012
	Iteration 26Q: 3 clusters Score -8443152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8443177.000000 Penalty: 5518.312012
	Iteration 27Q: 3 clusters Score -8443177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8443184.000000 Penalty: 5518.312012
	Iteration 28Q: 3 clusters Score -8443184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8443194.000000 Penalty: 5518.312012
	Iteration 29Q: 3 clusters Score -8443194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8443201.000000 Penalty: 5518.312012
	Iteration 30Q: 3 clusters Score -8443201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8443195.000000 Penalty: 5518.312012
	Iteration 31Q: 3 clusters Score -8443195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8443193.000000 Penalty: 5518.312012
	Iteration 32Q: 3 clusters Score -8443193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8443201.000000 Penalty: 5518.312012
	Iteration 33Q: 3 clusters Score -8443201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8443201.000000 Penalty: 5518.312012
	Iteration 34F: 3 clusters Score -8443201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (177000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Entering Unmasked Estep 
Score: -22656120.000000 Penalty: 2996.808594
	Iteration 0F: 2 clusters Score -2.265612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -22538918.000000 Penalty: 5993.617188
	Iteration 0F: 3 clusters Score -2.253892e+07 nChanged 84903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -22588248.000000 Penalty: 5993.617188
	Iteration 1F: 3 clusters Score -2.258825e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -22589216.000000 Penalty: 5993.617188
	Iteration 2Q: 3 clusters Score -2.258922e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -22590690.000000 Penalty: 5993.617188
	Iteration 3Q: 3 clusters Score -2.259069e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 89295 members 
Entering Unmasked Estep 
Score: -22592712.000000 Penalty: 5993.617188
	Iteration 4Q: 3 clusters Score -2.259271e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -22595450.000000 Penalty: 5993.617188
	Iteration 5Q: 3 clusters Score -2.259545e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -22599214.000000 Penalty: 5993.617188
	Iteration 6Q: 3 clusters Score -2.259921e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -22603906.000000 Penalty: 5993.617188
	Iteration 7F: 3 clusters Score -2.260391e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -22609666.000000 Penalty: 5993.617188
	Iteration 8F: 3 clusters Score -2.260967e+07 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -22616618.000000 Penalty: 5993.617188
	Iteration 9F: 3 clusters Score -2.261662e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -22623998.000000 Penalty: 5993.617188
	Iteration 10F: 3 clusters Score -2.2624e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -22630040.000000 Penalty: 5993.617188
	Iteration 11F: 3 clusters Score -2.263004e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -22633510.000000 Penalty: 5993.617188
	Iteration 12Q: 3 clusters Score -2.263351e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -22635186.000000 Penalty: 5993.617188
	Iteration 13Q: 3 clusters Score -2.263519e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -22636236.000000 Penalty: 5993.617188
	Iteration 14Q: 3 clusters Score -2.263624e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108986 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -22637124.000000 Penalty: 5993.617188
	Iteration 15Q: 3 clusters Score -2.263712e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -22638176.000000 Penalty: 5993.617188
	Iteration 16Q: 3 clusters Score -2.263818e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114553 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -22638986.000000 Penalty: 5993.617188
	Iteration 17Q: 3 clusters Score -2.263899e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117320 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -22639596.000000 Penalty: 5993.617188
	Iteration 18Q: 3 clusters Score -2.26396e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120059 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -22640194.000000 Penalty: 5993.617188
	Iteration 19Q: 3 clusters Score -2.264019e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122800 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -22640768.000000 Penalty: 5993.617188
	Iteration 20F: 3 clusters Score -2.264077e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -22641470.000000 Penalty: 5993.617188
	Iteration 21Q: 3 clusters Score -2.264147e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -22642302.000000 Penalty: 5993.617188
	Iteration 22Q: 3 clusters Score -2.26423e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -22642890.000000 Penalty: 5993.617188
	Iteration 23Q: 3 clusters Score -2.264289e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133660 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -22643472.000000 Penalty: 5993.617188
	Iteration 24Q: 3 clusters Score -2.264347e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136327 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -22644272.000000 Penalty: 5993.617188
	Iteration 25Q: 3 clusters Score -2.264427e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -22645008.000000 Penalty: 5993.617188
	Iteration 26Q: 3 clusters Score -2.264501e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -22645632.000000 Penalty: 5993.617188
	Iteration 27Q: 3 clusters Score -2.264563e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -22646272.000000 Penalty: 5993.617188
	Iteration 28Q: 3 clusters Score -2.264627e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -22646888.000000 Penalty: 5993.617188
	Iteration 29Q: 3 clusters Score -2.264689e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -22647786.000000 Penalty: 5993.617188
	Iteration 30Q: 3 clusters Score -2.264779e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -22648470.000000 Penalty: 5993.617188
	Iteration 31Q: 3 clusters Score -2.264847e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153564 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -22649048.000000 Penalty: 5993.617188
	Iteration 32Q: 3 clusters Score -2.264905e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -22649578.000000 Penalty: 5993.617188
	Iteration 33Q: 3 clusters Score -2.264958e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -22650256.000000 Penalty: 5993.617188
	Iteration 34Q: 3 clusters Score -2.265026e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -22650810.000000 Penalty: 5993.617188
	Iteration 35Q: 3 clusters Score -2.265081e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -22651416.000000 Penalty: 5993.617188
	Iteration 36Q: 3 clusters Score -2.265142e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162682 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -22651904.000000 Penalty: 5993.617188
	Iteration 37Q: 3 clusters Score -2.26519e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -22652304.000000 Penalty: 5993.617188
	Iteration 38Q: 3 clusters Score -2.26523e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -22652650.000000 Penalty: 5993.617188
	Iteration 39Q: 3 clusters Score -2.265265e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -22652932.000000 Penalty: 5993.617188
	Iteration 40F: 3 clusters Score -2.265293e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -22653190.000000 Penalty: 5993.617188
	Iteration 41Q: 3 clusters Score -2.265319e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -22653470.000000 Penalty: 5993.617188
	Iteration 42Q: 3 clusters Score -2.265347e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -22653626.000000 Penalty: 5993.617188
	Iteration 43Q: 3 clusters Score -2.265363e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -22653774.000000 Penalty: 5993.617188
	Iteration 44Q: 3 clusters Score -2.265377e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -22653912.000000 Penalty: 5993.617188
	Iteration 45Q: 3 clusters Score -2.265391e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -22653964.000000 Penalty: 5993.617188
	Iteration 46Q: 3 clusters Score -2.265396e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -22654092.000000 Penalty: 5993.617188
	Iteration 47Q: 3 clusters Score -2.265409e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -22654104.000000 Penalty: 5993.617188
	Iteration 48Q: 3 clusters Score -2.26541e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171900 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -22654244.000000 Penalty: 5993.617188
	Iteration 49Q: 3 clusters Score -2.265424e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172200 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -22654270.000000 Penalty: 5993.617188
	Iteration 50Q: 3 clusters Score -2.265427e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -22654292.000000 Penalty: 5993.617188
	Iteration 51Q: 3 clusters Score -2.265429e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172698 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -22654374.000000 Penalty: 5993.617188
	Iteration 52Q: 3 clusters Score -2.265437e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172885 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -22654446.000000 Penalty: 5993.617188
	Iteration 53Q: 3 clusters Score -2.265445e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173055 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22654450.000000 Penalty: 5993.617188
	Iteration 54Q: 3 clusters Score -2.265445e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173201 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -22654450.000000 Penalty: 5993.617188
	Iteration 55Q: 3 clusters Score -2.265445e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22654532.000000 Penalty: 5993.617188
	Iteration 56Q: 3 clusters Score -2.265453e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -22654560.000000 Penalty: 5993.617188
	Iteration 57Q: 3 clusters Score -2.265456e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22654652.000000 Penalty: 5993.617188
	Iteration 58Q: 3 clusters Score -2.265465e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173685 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22654654.000000 Penalty: 5993.617188
	Iteration 59Q: 3 clusters Score -2.265465e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -22654636.000000 Penalty: 5993.617188
	Iteration 60F: 3 clusters Score -2.265464e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173815 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -22654628.000000 Penalty: 5993.617188
	Iteration 61Q: 3 clusters Score -2.265463e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22654616.000000 Penalty: 5993.617188
	Iteration 62Q: 3 clusters Score -2.265462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173939 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -22654622.000000 Penalty: 5993.617188
	Iteration 63Q: 3 clusters Score -2.265462e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173980 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22654632.000000 Penalty: 5993.617188
	Iteration 64Q: 3 clusters Score -2.265463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174014 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -22654618.000000 Penalty: 5993.617188
	Iteration 65Q: 3 clusters Score -2.265462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -22654600.000000 Penalty: 5993.617188
	Iteration 66Q: 3 clusters Score -2.26546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22654604.000000 Penalty: 5993.617188
	Iteration 67Q: 3 clusters Score -2.26546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174072 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -22654624.000000 Penalty: 5993.617188
	Iteration 68Q: 3 clusters Score -2.265462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174084 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -22654612.000000 Penalty: 5993.617188
	Iteration 69Q: 3 clusters Score -2.265461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174093 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -22654586.000000 Penalty: 5993.617188
	Iteration 70Q: 3 clusters Score -2.265459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174098 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22654588.000000 Penalty: 5993.617188
	Iteration 71Q: 3 clusters Score -2.265459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174106 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22654586.000000 Penalty: 5993.617188
	Iteration 72Q: 3 clusters Score -2.265459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -22654600.000000 Penalty: 5993.617188
	Iteration 73Q: 3 clusters Score -2.26546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174116 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -22654608.000000 Penalty: 5993.617188
	Iteration 74Q: 3 clusters Score -2.265461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174119 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -22654588.000000 Penalty: 5993.617188
	Iteration 75Q: 3 clusters Score -2.265459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174119 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -22654588.000000 Penalty: 5993.617188
	Iteration 76F: 3 clusters Score -2.265459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -259223.515625 Penalty: 1906.282104
	Iteration 0F: 2 clusters Score -259223.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -256538.640625 Penalty: 3812.564209
	Iteration 0F: 3 clusters Score -256538.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -257008.078125 Penalty: 3812.564209
	Iteration 1F: 3 clusters Score -257008.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -257153.593750 Penalty: 3812.564209
	Iteration 2F: 3 clusters Score -257153.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -257236.328125 Penalty: 3812.564209
	Iteration 3Q: 3 clusters Score -257236.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -257292.015625 Penalty: 3812.564209
	Iteration 4Q: 3 clusters Score -257292 nChanged 53
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: -257331.859375 Penalty: 3812.564209
	Iteration 5Q: 3 clusters Score -257331.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -257379.656250 Penalty: 3812.564209
	Iteration 6Q: 3 clusters Score -257379.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257417.843750 Penalty: 3812.564209
	Iteration 7Q: 3 clusters Score -257417.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -257452.390625 Penalty: 3812.564209
	Iteration 8Q: 3 clusters Score -257452.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -257471.828125 Penalty: 3812.564209
	Iteration 9Q: 3 clusters Score -257471.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -257490.218750 Penalty: 3812.564209
	Iteration 10Q: 3 clusters Score -257490.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -257504.828125 Penalty: 3812.564209
	Iteration 11Q: 3 clusters Score -257504.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257513.046875 Penalty: 3812.564209
	Iteration 12Q: 3 clusters Score -257513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257517.750000 Penalty: 3812.564209
	Iteration 13Q: 3 clusters Score -257517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257520.468750 Penalty: 3812.564209
	Iteration 14Q: 3 clusters Score -257520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257524.484375 Penalty: 3812.564209
	Iteration 15Q: 3 clusters Score -257524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257525.921875 Penalty: 3812.564209
	Iteration 16Q: 3 clusters Score -257525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257526.406250 Penalty: 3812.564209
	Iteration 17Q: 3 clusters Score -257526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257527.171875 Penalty: 3812.564209
	Iteration 18Q: 3 clusters Score -257527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257527.859375 Penalty: 3812.564209
	Iteration 19Q: 3 clusters Score -257527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257528.609375 Penalty: 3812.564209
	Iteration 20F: 3 clusters Score -257528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257529.531250 Penalty: 3812.564209
	Iteration 21Q: 3 clusters Score -257529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -257531.640625 Penalty: 3812.564209
	Iteration 22Q: 3 clusters Score -257531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257532.968750 Penalty: 3812.564209
	Iteration 23Q: 3 clusters Score -257533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257532.968750 Penalty: 3812.564209
	Iteration 24F: 3 clusters Score -257533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 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 269 members 
Entering Unmasked Estep 
Score: -52090.714844 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52090.71 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52487.429688 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52487.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52782.734375 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52782.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53028.964844 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -53028.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53289.472656 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -53289.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53437.210938 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53437.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53571.351562 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53571.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53689.285156 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53689.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53731.492188 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53731.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53731.492188 Penalty: 3115.076416
	Iteration 9F: 3 clusters Score -53731.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 174933 members 
Mstep: Class 4 contains 213810 members 
Mstep: Class 5 contains 67889 members 
Mstep: Class 6 contains 177000 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 68373 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 217645 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149677936.000000 Penalty: 62449.558594
Splitting cluster 8 changes total score from -149679824.000000 to -149677936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (51373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Entering Unmasked Estep 
Score: -6626275.000000 Penalty: 2690.023193
	Iteration 0F: 2 clusters Score -6626275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -6591653.000000 Penalty: 5380.046387
	Iteration 0F: 3 clusters Score -6591653 nChanged 23805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -6605224.500000 Penalty: 5380.046387
	Iteration 1F: 3 clusters Score -6605224 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -6606076.500000 Penalty: 5380.046387
	Iteration 2Q: 3 clusters Score -6606076 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -6607128.500000 Penalty: 5380.046387
	Iteration 3Q: 3 clusters Score -6607128 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -6608685.500000 Penalty: 5380.046387
	Iteration 4F: 3 clusters Score -6608686 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6610969.000000 Penalty: 5380.046387
	Iteration 5F: 3 clusters Score -6610969 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -6613908.000000 Penalty: 5380.046387
	Iteration 6F: 3 clusters Score -6613908 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -6617001.500000 Penalty: 5380.046387
	Iteration 7F: 3 clusters Score -6617002 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -6619668.500000 Penalty: 5380.046387
	Iteration 8F: 3 clusters Score -6619668 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -6621344.500000 Penalty: 5380.046387
	Iteration 9Q: 3 clusters Score -6621344 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -6622067.500000 Penalty: 5380.046387
	Iteration 10Q: 3 clusters Score -6622068 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -6622420.500000 Penalty: 5380.046387
	Iteration 11Q: 3 clusters Score -6622420 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -6622615.500000 Penalty: 5380.046387
	Iteration 12Q: 3 clusters Score -6622616 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -6622799.000000 Penalty: 5380.046387
	Iteration 13Q: 3 clusters Score -6622799 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6622950.000000 Penalty: 5380.046387
	Iteration 14Q: 3 clusters Score -6622950 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6623135.500000 Penalty: 5380.046387
	Iteration 15Q: 3 clusters Score -6623136 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -6623282.500000 Penalty: 5380.046387
	Iteration 16Q: 3 clusters Score -6623282 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -6623402.500000 Penalty: 5380.046387
	Iteration 17Q: 3 clusters Score -6623402 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6623517.000000 Penalty: 5380.046387
	Iteration 18Q: 3 clusters Score -6623517 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -6623633.500000 Penalty: 5380.046387
	Iteration 19Q: 3 clusters Score -6623634 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6623744.000000 Penalty: 5380.046387
	Iteration 20F: 3 clusters Score -6623744 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -6623823.500000 Penalty: 5380.046387
	Iteration 21Q: 3 clusters Score -6623824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -6623884.500000 Penalty: 5380.046387
	Iteration 22Q: 3 clusters Score -6623884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6623924.000000 Penalty: 5380.046387
	Iteration 23Q: 3 clusters Score -6623924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6623951.500000 Penalty: 5380.046387
	Iteration 24Q: 3 clusters Score -6623952 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -6623983.000000 Penalty: 5380.046387
	Iteration 25Q: 3 clusters Score -6623983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6624019.500000 Penalty: 5380.046387
	Iteration 26Q: 3 clusters Score -6624020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -6624049.000000 Penalty: 5380.046387
	Iteration 27Q: 3 clusters Score -6624049 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -6624076.000000 Penalty: 5380.046387
	Iteration 28Q: 3 clusters Score -6624076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6624098.500000 Penalty: 5380.046387
	Iteration 29Q: 3 clusters Score -6624098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -6624105.000000 Penalty: 5380.046387
	Iteration 30Q: 3 clusters Score -6624105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -6624115.000000 Penalty: 5380.046387
	Iteration 31Q: 3 clusters Score -6624115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -6624119.000000 Penalty: 5380.046387
	Iteration 32Q: 3 clusters Score -6624119 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6624129.500000 Penalty: 5380.046387
	Iteration 33Q: 3 clusters Score -6624130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -6624158.000000 Penalty: 5380.046387
	Iteration 34Q: 3 clusters Score -6624158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -6624169.000000 Penalty: 5380.046387
	Iteration 35Q: 3 clusters Score -6624169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6624184.500000 Penalty: 5380.046387
	Iteration 36Q: 3 clusters Score -6624184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6624182.000000 Penalty: 5380.046387
	Iteration 37Q: 3 clusters Score -6624182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -6624184.500000 Penalty: 5380.046387
	Iteration 38Q: 3 clusters Score -6624184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -6624206.000000 Penalty: 5380.046387
	Iteration 39Q: 3 clusters Score -6624206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -6624216.500000 Penalty: 5380.046387
	Iteration 40F: 3 clusters Score -6624216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -6624220.000000 Penalty: 5380.046387
	Iteration 41Q: 3 clusters Score -6624220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -6624228.000000 Penalty: 5380.046387
	Iteration 42Q: 3 clusters Score -6624228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -6624245.000000 Penalty: 5380.046387
	Iteration 43Q: 3 clusters Score -6624245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6624248.000000 Penalty: 5380.046387
	Iteration 44Q: 3 clusters Score -6624248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -6624257.500000 Penalty: 5380.046387
	Iteration 45Q: 3 clusters Score -6624258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -6624253.500000 Penalty: 5380.046387
	Iteration 46Q: 3 clusters Score -6624254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -6624273.000000 Penalty: 5380.046387
	Iteration 47Q: 3 clusters Score -6624273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -6624275.500000 Penalty: 5380.046387
	Iteration 48Q: 3 clusters Score -6624276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -6624277.000000 Penalty: 5380.046387
	Iteration 49Q: 3 clusters Score -6624277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6624287.500000 Penalty: 5380.046387
	Iteration 50Q: 3 clusters Score -6624288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6624287.500000 Penalty: 5380.046387
	Iteration 51Q: 3 clusters Score -6624288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -6624295.500000 Penalty: 5380.046387
	Iteration 52Q: 3 clusters Score -6624296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -6624297.000000 Penalty: 5380.046387
	Iteration 53Q: 3 clusters Score -6624297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -6624308.500000 Penalty: 5380.046387
	Iteration 54Q: 3 clusters Score -6624308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6624306.500000 Penalty: 5380.046387
	Iteration 55Q: 3 clusters Score -6624306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6624312.000000 Penalty: 5380.046387
	Iteration 56Q: 3 clusters Score -6624312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -6624306.000000 Penalty: 5380.046387
	Iteration 57Q: 3 clusters Score -6624306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -6624312.000000 Penalty: 5380.046387
	Iteration 58Q: 3 clusters Score -6624312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6624309.500000 Penalty: 5380.046387
	Iteration 59Q: 3 clusters Score -6624310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -6624322.000000 Penalty: 5380.046387
	Iteration 60F: 3 clusters Score -6624322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -6624311.000000 Penalty: 5380.046387
	Iteration 61Q: 3 clusters Score -6624311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -6624312.000000 Penalty: 5380.046387
	Iteration 62Q: 3 clusters Score -6624312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -6624312.500000 Penalty: 5380.046387
	Iteration 63Q: 3 clusters Score -6624312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -6624312.000000 Penalty: 5380.046387
	Iteration 64Q: 3 clusters Score -6624312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -6624308.000000 Penalty: 5380.046387
	Iteration 65Q: 3 clusters Score -6624308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -6624311.500000 Penalty: 5380.046387
	Iteration 66Q: 3 clusters Score -6624312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6624308.500000 Penalty: 5380.046387
	Iteration 67Q: 3 clusters Score -6624308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -6624309.500000 Penalty: 5380.046387
	Iteration 68Q: 3 clusters Score -6624310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -6624311.500000 Penalty: 5380.046387
	Iteration 69Q: 3 clusters Score -6624312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6624318.500000 Penalty: 5380.046387
	Iteration 70Q: 3 clusters Score -6624318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -6624318.500000 Penalty: 5380.046387
	Iteration 71Q: 3 clusters Score -6624318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6624318.500000 Penalty: 5380.046387
	Iteration 72Q: 3 clusters Score -6624318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -6624319.500000 Penalty: 5380.046387
	Iteration 73Q: 3 clusters Score -6624320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -6624320.500000 Penalty: 5380.046387
	Iteration 74Q: 3 clusters Score -6624320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -6624320.500000 Penalty: 5380.046387
	Iteration 75F: 3 clusters Score -6624320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (68373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Entering Unmasked Estep 
Score: -8804148.000000 Penalty: 2760.917969
	Iteration 0F: 2 clusters Score -8804148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -8758549.000000 Penalty: 5521.835938
	Iteration 0F: 3 clusters Score -8758549 nChanged 31782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -8776255.000000 Penalty: 5521.835938
	Iteration 1F: 3 clusters Score -8776255 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -8776819.000000 Penalty: 5521.835938
	Iteration 2Q: 3 clusters Score -8776819 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8777519.000000 Penalty: 5521.835938
	Iteration 3Q: 3 clusters Score -8777519 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -8778140.000000 Penalty: 5521.835938
	Iteration 4Q: 3 clusters Score -8778140 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -8779000.000000 Penalty: 5521.835938
	Iteration 5Q: 3 clusters Score -8779000 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8780134.000000 Penalty: 5521.835938
	Iteration 6Q: 3 clusters Score -8780134 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8781828.000000 Penalty: 5521.835938
	Iteration 7Q: 3 clusters Score -8781828 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -8784295.000000 Penalty: 5521.835938
	Iteration 8F: 3 clusters Score -8784295 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -8787471.000000 Penalty: 5521.835938
	Iteration 9F: 3 clusters Score -8787471 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -8791260.000000 Penalty: 5521.835938
	Iteration 10F: 3 clusters Score -8791260 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -8794842.000000 Penalty: 5521.835938
	Iteration 11F: 3 clusters Score -8794842 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -8797632.000000 Penalty: 5521.835938
	Iteration 12Q: 3 clusters Score -8797632 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -8799473.000000 Penalty: 5521.835938
	Iteration 13Q: 3 clusters Score -8799473 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -8800589.000000 Penalty: 5521.835938
	Iteration 14Q: 3 clusters Score -8800589 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -8801176.000000 Penalty: 5521.835938
	Iteration 15Q: 3 clusters Score -8801176 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -8801422.000000 Penalty: 5521.835938
	Iteration 16Q: 3 clusters Score -8801422 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -8801543.000000 Penalty: 5521.835938
	Iteration 17Q: 3 clusters Score -8801543 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -8801605.000000 Penalty: 5521.835938
	Iteration 18Q: 3 clusters Score -8801605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -8801655.000000 Penalty: 5521.835938
	Iteration 19Q: 3 clusters Score -8801655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -8801670.000000 Penalty: 5521.835938
	Iteration 20F: 3 clusters Score -8801670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -8801690.000000 Penalty: 5521.835938
	Iteration 21Q: 3 clusters Score -8801690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -8801702.000000 Penalty: 5521.835938
	Iteration 22Q: 3 clusters Score -8801702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -8801723.000000 Penalty: 5521.835938
	Iteration 23Q: 3 clusters Score -8801723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -8801748.000000 Penalty: 5521.835938
	Iteration 24Q: 3 clusters Score -8801748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -8801775.000000 Penalty: 5521.835938
	Iteration 25Q: 3 clusters Score -8801775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -8801780.000000 Penalty: 5521.835938
	Iteration 26Q: 3 clusters Score -8801780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -8801803.000000 Penalty: 5521.835938
	Iteration 27Q: 3 clusters Score -8801803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -8801814.000000 Penalty: 5521.835938
	Iteration 28Q: 3 clusters Score -8801814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -8801814.000000 Penalty: 5521.835938
	Iteration 29Q: 3 clusters Score -8801814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -8801824.000000 Penalty: 5521.835938
	Iteration 30Q: 3 clusters Score -8801824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -8801823.000000 Penalty: 5521.835938
	Iteration 31Q: 3 clusters Score -8801823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -8801814.000000 Penalty: 5521.835938
	Iteration 32Q: 3 clusters Score -8801814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -8801818.000000 Penalty: 5521.835938
	Iteration 33Q: 3 clusters Score -8801818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -8801823.000000 Penalty: 5521.835938
	Iteration 34Q: 3 clusters Score -8801823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -8801826.000000 Penalty: 5521.835938
	Iteration 35Q: 3 clusters Score -8801826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 67860 members 
Entering Unmasked Estep 
Score: -8801825.000000 Penalty: 5521.835938
	Iteration 36Q: 3 clusters Score -8801825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -8801831.000000 Penalty: 5521.835938
	Iteration 37Q: 3 clusters Score -8801831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -8801832.000000 Penalty: 5521.835938
	Iteration 38Q: 3 clusters Score -8801832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -8801835.000000 Penalty: 5521.835938
	Iteration 39Q: 3 clusters Score -8801835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -8801835.000000 Penalty: 5521.835938
	Iteration 40F: 3 clusters Score -8801835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Entering Unmasked Estep 
Score: -2728673.000000 Penalty: 2471.251465
	Iteration 0F: 2 clusters Score -2728673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2713720.000000 Penalty: 4942.502930
	Iteration 0F: 3 clusters Score -2713720 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2718721.250000 Penalty: 4942.502930
	Iteration 1F: 3 clusters Score -2718721 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2719060.000000 Penalty: 4942.502930
	Iteration 2Q: 3 clusters Score -2719060 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2719331.750000 Penalty: 4942.502930
	Iteration 3Q: 3 clusters Score -2719332 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2719512.500000 Penalty: 4942.502930
	Iteration 4Q: 3 clusters Score -2719512 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2719686.250000 Penalty: 4942.502930
	Iteration 5Q: 3 clusters Score -2719686 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2719826.250000 Penalty: 4942.502930
	Iteration 6Q: 3 clusters Score -2719826 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2719955.750000 Penalty: 4942.502930
	Iteration 7Q: 3 clusters Score -2719956 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2720104.000000 Penalty: 4942.502930
	Iteration 8Q: 3 clusters Score -2720104 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2720268.000000 Penalty: 4942.502930
	Iteration 9Q: 3 clusters Score -2720268 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2720418.750000 Penalty: 4942.502930
	Iteration 10Q: 3 clusters Score -2720419 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2720655.500000 Penalty: 4942.502930
	Iteration 11Q: 3 clusters Score -2720656 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2720960.500000 Penalty: 4942.502930
	Iteration 12Q: 3 clusters Score -2720960 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2721356.500000 Penalty: 4942.502930
	Iteration 13Q: 3 clusters Score -2721356 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2721849.000000 Penalty: 4942.502930
	Iteration 14Q: 3 clusters Score -2721849 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2722387.000000 Penalty: 4942.502930
	Iteration 15Q: 3 clusters Score -2722387 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2722970.250000 Penalty: 4942.502930
	Iteration 16Q: 3 clusters Score -2722970 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2723510.000000 Penalty: 4942.502930
	Iteration 17Q: 3 clusters Score -2723510 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2723943.500000 Penalty: 4942.502930
	Iteration 18Q: 3 clusters Score -2723944 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2724301.000000 Penalty: 4942.502930
	Iteration 19Q: 3 clusters Score -2724301 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2724580.000000 Penalty: 4942.502930
	Iteration 20F: 3 clusters Score -2724580 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2724786.250000 Penalty: 4942.502930
	Iteration 21Q: 3 clusters Score -2724786 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2724948.750000 Penalty: 4942.502930
	Iteration 22Q: 3 clusters Score -2724949 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2725069.000000 Penalty: 4942.502930
	Iteration 23Q: 3 clusters Score -2725069 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2725177.500000 Penalty: 4942.502930
	Iteration 24Q: 3 clusters Score -2725178 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2725258.500000 Penalty: 4942.502930
	Iteration 25Q: 3 clusters Score -2725258 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2725351.750000 Penalty: 4942.502930
	Iteration 26Q: 3 clusters Score -2725352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2725437.250000 Penalty: 4942.502930
	Iteration 27Q: 3 clusters Score -2725437 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2725503.000000 Penalty: 4942.502930
	Iteration 28Q: 3 clusters Score -2725503 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2725578.250000 Penalty: 4942.502930
	Iteration 29Q: 3 clusters Score -2725578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2725654.750000 Penalty: 4942.502930
	Iteration 30Q: 3 clusters Score -2725655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2725730.500000 Penalty: 4942.502930
	Iteration 31Q: 3 clusters Score -2725730 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2725795.250000 Penalty: 4942.502930
	Iteration 32Q: 3 clusters Score -2725795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2725856.750000 Penalty: 4942.502930
	Iteration 33Q: 3 clusters Score -2725857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2725921.750000 Penalty: 4942.502930
	Iteration 34Q: 3 clusters Score -2725922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2725974.250000 Penalty: 4942.502930
	Iteration 35Q: 3 clusters Score -2725974 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2726044.750000 Penalty: 4942.502930
	Iteration 36Q: 3 clusters Score -2726045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2726099.500000 Penalty: 4942.502930
	Iteration 37Q: 3 clusters Score -2726100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2726154.250000 Penalty: 4942.502930
	Iteration 38Q: 3 clusters Score -2726154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2726213.250000 Penalty: 4942.502930
	Iteration 39Q: 3 clusters Score -2726213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2726261.500000 Penalty: 4942.502930
	Iteration 40F: 3 clusters Score -2726262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2726307.250000 Penalty: 4942.502930
	Iteration 41Q: 3 clusters Score -2726307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2726334.750000 Penalty: 4942.502930
	Iteration 42Q: 3 clusters Score -2726335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2726364.500000 Penalty: 4942.502930
	Iteration 43Q: 3 clusters Score -2726364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2726385.500000 Penalty: 4942.502930
	Iteration 44Q: 3 clusters Score -2726386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2726418.250000 Penalty: 4942.502930
	Iteration 45Q: 3 clusters Score -2726418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2726446.250000 Penalty: 4942.502930
	Iteration 46Q: 3 clusters Score -2726446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2726467.750000 Penalty: 4942.502930
	Iteration 47Q: 3 clusters Score -2726468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2726486.750000 Penalty: 4942.502930
	Iteration 48Q: 3 clusters Score -2726487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2726505.250000 Penalty: 4942.502930
	Iteration 49Q: 3 clusters Score -2726505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2726528.000000 Penalty: 4942.502930
	Iteration 50Q: 3 clusters Score -2726528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2726539.750000 Penalty: 4942.502930
	Iteration 51Q: 3 clusters Score -2726540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2726553.250000 Penalty: 4942.502930
	Iteration 52Q: 3 clusters Score -2726553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2726558.000000 Penalty: 4942.502930
	Iteration 53Q: 3 clusters Score -2726558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2726570.750000 Penalty: 4942.502930
	Iteration 54Q: 3 clusters Score -2726571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2726578.500000 Penalty: 4942.502930
	Iteration 55Q: 3 clusters Score -2726578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2726581.250000 Penalty: 4942.502930
	Iteration 56Q: 3 clusters Score -2726581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2726584.750000 Penalty: 4942.502930
	Iteration 57Q: 3 clusters Score -2726585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2726585.250000 Penalty: 4942.502930
	Iteration 58Q: 3 clusters Score -2726585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2726584.500000 Penalty: 4942.502930
	Iteration 59Q: 3 clusters Score -2726584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2726588.750000 Penalty: 4942.502930
	Iteration 60F: 3 clusters Score -2726589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2726588.500000 Penalty: 4942.502930
	Iteration 61Q: 3 clusters Score -2726588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2726587.500000 Penalty: 4942.502930
	Iteration 62Q: 3 clusters Score -2726588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2726593.500000 Penalty: 4942.502930
	Iteration 63Q: 3 clusters Score -2726594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2726591.500000 Penalty: 4942.502930
	Iteration 64Q: 3 clusters Score -2726592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2726591.500000 Penalty: 4942.502930
	Iteration 65Q: 3 clusters Score -2726592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2726588.250000 Penalty: 4942.502930
	Iteration 66Q: 3 clusters Score -2726588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2726590.500000 Penalty: 4942.502930
	Iteration 67Q: 3 clusters Score -2726590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2726595.500000 Penalty: 4942.502930
	Iteration 68Q: 3 clusters Score -2726596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2726595.250000 Penalty: 4942.502930
	Iteration 69Q: 3 clusters Score -2726595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2726597.500000 Penalty: 4942.502930
	Iteration 70Q: 3 clusters Score -2726598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2726600.000000 Penalty: 4942.502930
	Iteration 71Q: 3 clusters Score -2726600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2726599.000000 Penalty: 4942.502930
	Iteration 72Q: 3 clusters Score -2726599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2726598.500000 Penalty: 4942.502930
	Iteration 73Q: 3 clusters Score -2726598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2726601.750000 Penalty: 4942.502930
	Iteration 74Q: 3 clusters Score -2726602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2726603.250000 Penalty: 4942.502930
	Iteration 75Q: 3 clusters Score -2726603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2726603.250000 Penalty: 4942.502930
	Iteration 76F: 3 clusters Score -2726603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (217645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217645 members 
Entering Unmasked Estep 
Score: -27967200.000000 Penalty: 3048.073975
	Iteration 0F: 2 clusters Score -2.79672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -27829734.000000 Penalty: 6096.147949
	Iteration 0F: 3 clusters Score -2.782973e+07 nChanged 104721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -27891146.000000 Penalty: 6096.147949
	Iteration 1F: 3 clusters Score -2.789115e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -27892230.000000 Penalty: 6096.147949
	Iteration 2Q: 3 clusters Score -2.789223e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 107407 members 
Entering Unmasked Estep 
Score: -27893532.000000 Penalty: 6096.147949
	Iteration 3Q: 3 clusters Score -2.789353e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -27895092.000000 Penalty: 6096.147949
	Iteration 4Q: 3 clusters Score -2.789509e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112056 members 
Mstep: Class 2 contains 105589 members 
Entering Unmasked Estep 
Score: -27896976.000000 Penalty: 6096.147949
	Iteration 5Q: 3 clusters Score -2.789698e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -27899864.000000 Penalty: 6096.147949
	Iteration 6Q: 3 clusters Score -2.789986e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115150 members 
Mstep: Class 2 contains 102495 members 
Entering Unmasked Estep 
Score: -27904642.000000 Penalty: 6096.147949
	Iteration 7Q: 3 clusters Score -2.790464e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -27911886.000000 Penalty: 6096.147949
	Iteration 8F: 3 clusters Score -2.791189e+07 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -27922174.000000 Penalty: 6096.147949
	Iteration 9F: 3 clusters Score -2.792217e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121350 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -27931592.000000 Penalty: 6096.147949
	Iteration 10F: 3 clusters Score -2.793159e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -27936020.000000 Penalty: 6096.147949
	Iteration 11Q: 3 clusters Score -2.793602e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124172 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -27937542.000000 Penalty: 6096.147949
	Iteration 12Q: 3 clusters Score -2.793754e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125558 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -27938348.000000 Penalty: 6096.147949
	Iteration 13Q: 3 clusters Score -2.793835e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -27939280.000000 Penalty: 6096.147949
	Iteration 14Q: 3 clusters Score -2.793928e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128463 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -27940104.000000 Penalty: 6096.147949
	Iteration 15Q: 3 clusters Score -2.79401e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -27941260.000000 Penalty: 6096.147949
	Iteration 16Q: 3 clusters Score -2.794126e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131481 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -27942650.000000 Penalty: 6096.147949
	Iteration 17Q: 3 clusters Score -2.794265e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 84756 members 
Entering Unmasked Estep 
Score: -27943948.000000 Penalty: 6096.147949
	Iteration 18Q: 3 clusters Score -2.794395e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134342 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -27945728.000000 Penalty: 6096.147949
	Iteration 19Q: 3 clusters Score -2.794573e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135695 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -27947872.000000 Penalty: 6096.147949
	Iteration 20F: 3 clusters Score -2.794787e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -27949996.000000 Penalty: 6096.147949
	Iteration 21Q: 3 clusters Score -2.795e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137752 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -27952084.000000 Penalty: 6096.147949
	Iteration 22Q: 3 clusters Score -2.795208e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138472 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -27954202.000000 Penalty: 6096.147949
	Iteration 23Q: 3 clusters Score -2.79542e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139068 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -27955776.000000 Penalty: 6096.147949
	Iteration 24Q: 3 clusters Score -2.795578e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139548 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -27957024.000000 Penalty: 6096.147949
	Iteration 25Q: 3 clusters Score -2.795702e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -27958032.000000 Penalty: 6096.147949
	Iteration 26Q: 3 clusters Score -2.795803e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140272 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -27958796.000000 Penalty: 6096.147949
	Iteration 27Q: 3 clusters Score -2.79588e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140541 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -27959264.000000 Penalty: 6096.147949
	Iteration 28Q: 3 clusters Score -2.795926e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -27959506.000000 Penalty: 6096.147949
	Iteration 29Q: 3 clusters Score -2.795951e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141003 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -27959572.000000 Penalty: 6096.147949
	Iteration 30Q: 3 clusters Score -2.795957e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141221 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -27959630.000000 Penalty: 6096.147949
	Iteration 31Q: 3 clusters Score -2.795963e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -27959734.000000 Penalty: 6096.147949
	Iteration 32Q: 3 clusters Score -2.795973e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -27959782.000000 Penalty: 6096.147949
	Iteration 33Q: 3 clusters Score -2.795978e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -27959844.000000 Penalty: 6096.147949
	Iteration 34Q: 3 clusters Score -2.795984e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -27959866.000000 Penalty: 6096.147949
	Iteration 35Q: 3 clusters Score -2.795987e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -27959910.000000 Penalty: 6096.147949
	Iteration 36Q: 3 clusters Score -2.795991e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142202 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -27959988.000000 Penalty: 6096.147949
	Iteration 37Q: 3 clusters Score -2.795999e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142351 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -27960028.000000 Penalty: 6096.147949
	Iteration 38Q: 3 clusters Score -2.796003e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -27960076.000000 Penalty: 6096.147949
	Iteration 39Q: 3 clusters Score -2.796008e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142650 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -27960082.000000 Penalty: 6096.147949
	Iteration 40F: 3 clusters Score -2.796008e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142776 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -27960082.000000 Penalty: 6096.147949
	Iteration 41Q: 3 clusters Score -2.796008e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -27960106.000000 Penalty: 6096.147949
	Iteration 42Q: 3 clusters Score -2.796011e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -27960106.000000 Penalty: 6096.147949
	Iteration 43Q: 3 clusters Score -2.796011e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -27960148.000000 Penalty: 6096.147949
	Iteration 44Q: 3 clusters Score -2.796015e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143264 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -27960112.000000 Penalty: 6096.147949
	Iteration 45Q: 3 clusters Score -2.796011e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -27960094.000000 Penalty: 6096.147949
	Iteration 46Q: 3 clusters Score -2.796009e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -27960116.000000 Penalty: 6096.147949
	Iteration 47Q: 3 clusters Score -2.796012e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -27960138.000000 Penalty: 6096.147949
	Iteration 48Q: 3 clusters Score -2.796014e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -27960102.000000 Penalty: 6096.147949
	Iteration 49Q: 3 clusters Score -2.79601e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -27960150.000000 Penalty: 6096.147949
	Iteration 50Q: 3 clusters Score -2.796015e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143986 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -27960198.000000 Penalty: 6096.147949
	Iteration 51Q: 3 clusters Score -2.79602e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -27960236.000000 Penalty: 6096.147949
	Iteration 52Q: 3 clusters Score -2.796024e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -27960278.000000 Penalty: 6096.147949
	Iteration 53Q: 3 clusters Score -2.796028e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144340 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -27960280.000000 Penalty: 6096.147949
	Iteration 54Q: 3 clusters Score -2.796028e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -27960286.000000 Penalty: 6096.147949
	Iteration 55Q: 3 clusters Score -2.796029e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144596 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -27960292.000000 Penalty: 6096.147949
	Iteration 56Q: 3 clusters Score -2.796029e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -27960308.000000 Penalty: 6096.147949
	Iteration 57Q: 3 clusters Score -2.796031e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -27960310.000000 Penalty: 6096.147949
	Iteration 58Q: 3 clusters Score -2.796031e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145013 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -27960288.000000 Penalty: 6096.147949
	Iteration 59Q: 3 clusters Score -2.796029e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -27960322.000000 Penalty: 6096.147949
	Iteration 60F: 3 clusters Score -2.796032e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145274 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -27960330.000000 Penalty: 6096.147949
	Iteration 61Q: 3 clusters Score -2.796033e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145419 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -27960320.000000 Penalty: 6096.147949
	Iteration 62Q: 3 clusters Score -2.796032e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -27960308.000000 Penalty: 6096.147949
	Iteration 63Q: 3 clusters Score -2.796031e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145704 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -27960364.000000 Penalty: 6096.147949
	Iteration 64Q: 3 clusters Score -2.796036e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 71798 members 
Entering Unmasked Estep 
Score: -27960360.000000 Penalty: 6096.147949
	Iteration 65Q: 3 clusters Score -2.796036e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -27960380.000000 Penalty: 6096.147949
	Iteration 66Q: 3 clusters Score -2.796038e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -27960368.000000 Penalty: 6096.147949
	Iteration 67Q: 3 clusters Score -2.796037e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -27960404.000000 Penalty: 6096.147949
	Iteration 68Q: 3 clusters Score -2.79604e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -27960426.000000 Penalty: 6096.147949
	Iteration 69Q: 3 clusters Score -2.796043e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -27960434.000000 Penalty: 6096.147949
	Iteration 70Q: 3 clusters Score -2.796043e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146792 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -27960436.000000 Penalty: 6096.147949
	Iteration 71Q: 3 clusters Score -2.796044e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146970 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -27960442.000000 Penalty: 6096.147949
	Iteration 72Q: 3 clusters Score -2.796044e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -27960464.000000 Penalty: 6096.147949
	Iteration 73Q: 3 clusters Score -2.796046e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147343 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -27960494.000000 Penalty: 6096.147949
	Iteration 74Q: 3 clusters Score -2.796049e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -27960530.000000 Penalty: 6096.147949
	Iteration 75Q: 3 clusters Score -2.796053e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -27960546.000000 Penalty: 6096.147949
	Iteration 76Q: 3 clusters Score -2.796055e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -27960522.000000 Penalty: 6096.147949
	Iteration 77Q: 3 clusters Score -2.796052e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -27960570.000000 Penalty: 6096.147949
	Iteration 78Q: 3 clusters Score -2.796057e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148162 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -27960592.000000 Penalty: 6096.147949
	Iteration 79Q: 3 clusters Score -2.796059e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148332 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -27960558.000000 Penalty: 6096.147949
	Iteration 80F: 3 clusters Score -2.796056e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148484 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -27960600.000000 Penalty: 6096.147949
	Iteration 81Q: 3 clusters Score -2.79606e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148616 members 
Mstep: Class 2 contains 69029 members 
Entering Unmasked Estep 
Score: -27960612.000000 Penalty: 6096.147949
	Iteration 82Q: 3 clusters Score -2.796061e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -27960600.000000 Penalty: 6096.147949
	Iteration 83Q: 3 clusters Score -2.79606e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -27960594.000000 Penalty: 6096.147949
	Iteration 84Q: 3 clusters Score -2.796059e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148943 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -27960610.000000 Penalty: 6096.147949
	Iteration 85Q: 3 clusters Score -2.796061e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149049 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -27960610.000000 Penalty: 6096.147949
	Iteration 86Q: 3 clusters Score -2.796061e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149143 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -27960618.000000 Penalty: 6096.147949
	Iteration 87Q: 3 clusters Score -2.796062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -27960582.000000 Penalty: 6096.147949
	Iteration 88Q: 3 clusters Score -2.796058e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149345 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -27960608.000000 Penalty: 6096.147949
	Iteration 89Q: 3 clusters Score -2.796061e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 68192 members 
Entering Unmasked Estep 
Score: -27960600.000000 Penalty: 6096.147949
	Iteration 90Q: 3 clusters Score -2.79606e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -27960586.000000 Penalty: 6096.147949
	Iteration 91Q: 3 clusters Score -2.796059e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -27960620.000000 Penalty: 6096.147949
	Iteration 92Q: 3 clusters Score -2.796062e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149768 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -27960614.000000 Penalty: 6096.147949
	Iteration 93Q: 3 clusters Score -2.796061e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -27960656.000000 Penalty: 6096.147949
	Iteration 94Q: 3 clusters Score -2.796066e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -27960668.000000 Penalty: 6096.147949
	Iteration 95Q: 3 clusters Score -2.796067e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -27960682.000000 Penalty: 6096.147949
	Iteration 96Q: 3 clusters Score -2.796068e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150300 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -27960678.000000 Penalty: 6096.147949
	Iteration 97Q: 3 clusters Score -2.796068e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150443 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -27960732.000000 Penalty: 6096.147949
	Iteration 98Q: 3 clusters Score -2.796073e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -27960722.000000 Penalty: 6096.147949
	Iteration 99Q: 3 clusters Score -2.796072e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150662 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -27960734.000000 Penalty: 6096.147949
	Iteration 100F: 3 clusters Score -2.796073e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150765 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -27960730.000000 Penalty: 6096.147949
	Iteration 101Q: 3 clusters Score -2.796073e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150881 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -27960752.000000 Penalty: 6096.147949
	Iteration 102Q: 3 clusters Score -2.796075e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151021 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -27960760.000000 Penalty: 6096.147949
	Iteration 103Q: 3 clusters Score -2.796076e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -27960740.000000 Penalty: 6096.147949
	Iteration 104Q: 3 clusters Score -2.796074e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151280 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -27960712.000000 Penalty: 6096.147949
	Iteration 105Q: 3 clusters Score -2.796071e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151409 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -27960734.000000 Penalty: 6096.147949
	Iteration 106Q: 3 clusters Score -2.796073e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -27960694.000000 Penalty: 6096.147949
	Iteration 107Q: 3 clusters Score -2.796069e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -27960722.000000 Penalty: 6096.147949
	Iteration 108Q: 3 clusters Score -2.796072e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -27960728.000000 Penalty: 6096.147949
	Iteration 109Q: 3 clusters Score -2.796073e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -27960746.000000 Penalty: 6096.147949
	Iteration 110Q: 3 clusters Score -2.796075e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -27960692.000000 Penalty: 6096.147949
	Iteration 111Q: 3 clusters Score -2.796069e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152357 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -27960710.000000 Penalty: 6096.147949
	Iteration 112Q: 3 clusters Score -2.796071e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152542 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -27960678.000000 Penalty: 6096.147949
	Iteration 113Q: 3 clusters Score -2.796068e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152744 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -27960680.000000 Penalty: 6096.147949
	Iteration 114Q: 3 clusters Score -2.796068e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -27960748.000000 Penalty: 6096.147949
	Iteration 115Q: 3 clusters Score -2.796075e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -27960734.000000 Penalty: 6096.147949
	Iteration 116Q: 3 clusters Score -2.796073e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -27960752.000000 Penalty: 6096.147949
	Iteration 117Q: 3 clusters Score -2.796075e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -27960776.000000 Penalty: 6096.147949
	Iteration 118Q: 3 clusters Score -2.796078e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -27960784.000000 Penalty: 6096.147949
	Iteration 119Q: 3 clusters Score -2.796078e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -27960836.000000 Penalty: 6096.147949
	Iteration 120F: 3 clusters Score -2.796084e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154414 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -27960766.000000 Penalty: 6096.147949
	Iteration 121Q: 3 clusters Score -2.796077e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154670 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -27960782.000000 Penalty: 6096.147949
	Iteration 122Q: 3 clusters Score -2.796078e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154956 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -27960764.000000 Penalty: 6096.147949
	Iteration 123Q: 3 clusters Score -2.796076e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -27960838.000000 Penalty: 6096.147949
	Iteration 124Q: 3 clusters Score -2.796084e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -27960856.000000 Penalty: 6096.147949
	Iteration 125Q: 3 clusters Score -2.796086e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -27960932.000000 Penalty: 6096.147949
	Iteration 126Q: 3 clusters Score -2.796093e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -27961028.000000 Penalty: 6096.147949
	Iteration 127Q: 3 clusters Score -2.796103e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -27961034.000000 Penalty: 6096.147949
	Iteration 128Q: 3 clusters Score -2.796103e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -27960980.000000 Penalty: 6096.147949
	Iteration 129Q: 3 clusters Score -2.796098e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157088 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -27961036.000000 Penalty: 6096.147949
	Iteration 130Q: 3 clusters Score -2.796104e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -27960944.000000 Penalty: 6096.147949
	Iteration 131Q: 3 clusters Score -2.796094e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157661 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -27960940.000000 Penalty: 6096.147949
	Iteration 132Q: 3 clusters Score -2.796094e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -27960918.000000 Penalty: 6096.147949
	Iteration 133Q: 3 clusters Score -2.796092e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -27960914.000000 Penalty: 6096.147949
	Iteration 134Q: 3 clusters Score -2.796091e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158505 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -27960894.000000 Penalty: 6096.147949
	Iteration 135Q: 3 clusters Score -2.796089e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -27960882.000000 Penalty: 6096.147949
	Iteration 136Q: 3 clusters Score -2.796088e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159130 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -27960906.000000 Penalty: 6096.147949
	Iteration 137Q: 3 clusters Score -2.796091e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -27960936.000000 Penalty: 6096.147949
	Iteration 138Q: 3 clusters Score -2.796094e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159853 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -27960976.000000 Penalty: 6096.147949
	Iteration 139Q: 3 clusters Score -2.796098e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -27960942.000000 Penalty: 6096.147949
	Iteration 140F: 3 clusters Score -2.796094e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -27960948.000000 Penalty: 6096.147949
	Iteration 141Q: 3 clusters Score -2.796095e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -27960872.000000 Penalty: 6096.147949
	Iteration 142Q: 3 clusters Score -2.796087e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -27960806.000000 Penalty: 6096.147949
	Iteration 143Q: 3 clusters Score -2.796081e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -27960894.000000 Penalty: 6096.147949
	Iteration 144Q: 3 clusters Score -2.796089e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162230 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -27960914.000000 Penalty: 6096.147949
	Iteration 145Q: 3 clusters Score -2.796091e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162731 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -27960904.000000 Penalty: 6096.147949
	Iteration 146Q: 3 clusters Score -2.79609e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163218 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -27960950.000000 Penalty: 6096.147949
	Iteration 147Q: 3 clusters Score -2.796095e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -27960964.000000 Penalty: 6096.147949
	Iteration 148Q: 3 clusters Score -2.796096e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164225 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -27960976.000000 Penalty: 6096.147949
	Iteration 149Q: 3 clusters Score -2.796098e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164716 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -27961024.000000 Penalty: 6096.147949
	Iteration 150Q: 3 clusters Score -2.796102e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -27961026.000000 Penalty: 6096.147949
	Iteration 151Q: 3 clusters Score -2.796103e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -27961144.000000 Penalty: 6096.147949
	Iteration 152Q: 3 clusters Score -2.796114e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -27961056.000000 Penalty: 6096.147949
	Iteration 153Q: 3 clusters Score -2.796106e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167011 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -27961120.000000 Penalty: 6096.147949
	Iteration 154Q: 3 clusters Score -2.796112e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167620 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -27961122.000000 Penalty: 6096.147949
	Iteration 155Q: 3 clusters Score -2.796112e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -27961128.000000 Penalty: 6096.147949
	Iteration 156Q: 3 clusters Score -2.796113e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -27961096.000000 Penalty: 6096.147949
	Iteration 157Q: 3 clusters Score -2.79611e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -27961120.000000 Penalty: 6096.147949
	Iteration 158Q: 3 clusters Score -2.796112e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -27961192.000000 Penalty: 6096.147949
	Iteration 159Q: 3 clusters Score -2.796119e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171626 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -27961192.000000 Penalty: 6096.147949
	Iteration 160F: 3 clusters Score -2.796119e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172609 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -27961142.000000 Penalty: 6096.147949
	Iteration 161Q: 3 clusters Score -2.796114e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173569 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -27961154.000000 Penalty: 6096.147949
	Iteration 162Q: 3 clusters Score -2.796115e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -27961252.000000 Penalty: 6096.147949
	Iteration 163Q: 3 clusters Score -2.796125e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -27961254.000000 Penalty: 6096.147949
	Iteration 164Q: 3 clusters Score -2.796125e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176637 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -27961310.000000 Penalty: 6096.147949
	Iteration 165Q: 3 clusters Score -2.796131e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -27961410.000000 Penalty: 6096.147949
	Iteration 166Q: 3 clusters Score -2.796141e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178892 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -27961378.000000 Penalty: 6096.147949
	Iteration 167Q: 3 clusters Score -2.796138e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -27961454.000000 Penalty: 6096.147949
	Iteration 168Q: 3 clusters Score -2.796145e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181407 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -27961404.000000 Penalty: 6096.147949
	Iteration 169Q: 3 clusters Score -2.79614e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182687 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -27961426.000000 Penalty: 6096.147949
	Iteration 170Q: 3 clusters Score -2.796143e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -27961520.000000 Penalty: 6096.147949
	Iteration 171Q: 3 clusters Score -2.796152e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -27961626.000000 Penalty: 6096.147949
	Iteration 172Q: 3 clusters Score -2.796163e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186797 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -27961682.000000 Penalty: 6096.147949
	Iteration 173Q: 3 clusters Score -2.796168e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188250 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -27961850.000000 Penalty: 6096.147949
	Iteration 174Q: 3 clusters Score -2.796185e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189673 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -27961778.000000 Penalty: 6096.147949
	Iteration 175Q: 3 clusters Score -2.796178e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -27961934.000000 Penalty: 6096.147949
	Iteration 176Q: 3 clusters Score -2.796193e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192430 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -27961970.000000 Penalty: 6096.147949
	Iteration 177Q: 3 clusters Score -2.796197e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193886 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -27961932.000000 Penalty: 6096.147949
	Iteration 178Q: 3 clusters Score -2.796193e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -27961976.000000 Penalty: 6096.147949
	Iteration 179Q: 3 clusters Score -2.796198e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196764 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -27961908.000000 Penalty: 6096.147949
	Iteration 180F: 3 clusters Score -2.796191e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198185 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -27961810.000000 Penalty: 6096.147949
	Iteration 181Q: 3 clusters Score -2.796181e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -27961844.000000 Penalty: 6096.147949
	Iteration 182Q: 3 clusters Score -2.796184e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201004 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -27962002.000000 Penalty: 6096.147949
	Iteration 183Q: 3 clusters Score -2.7962e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202431 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -27961980.000000 Penalty: 6096.147949
	Iteration 184Q: 3 clusters Score -2.796198e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203870 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -27962218.000000 Penalty: 6096.147949
	Iteration 185Q: 3 clusters Score -2.796222e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205288 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -27962336.000000 Penalty: 6096.147949
	Iteration 186Q: 3 clusters Score -2.796234e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206660 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -27962614.000000 Penalty: 6096.147949
	Iteration 187Q: 3 clusters Score -2.796261e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207995 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -27962790.000000 Penalty: 6096.147949
	Iteration 188Q: 3 clusters Score -2.796279e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209233 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -27963054.000000 Penalty: 6096.147949
	Iteration 189Q: 3 clusters Score -2.796305e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210382 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -27963292.000000 Penalty: 6096.147949
	Iteration 190Q: 3 clusters Score -2.796329e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211420 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -27963518.000000 Penalty: 6096.147949
	Iteration 191Q: 3 clusters Score -2.796352e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212310 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -27963672.000000 Penalty: 6096.147949
	Iteration 192Q: 3 clusters Score -2.796367e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213072 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -27963842.000000 Penalty: 6096.147949
	Iteration 193Q: 3 clusters Score -2.796384e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213731 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -27963968.000000 Penalty: 6096.147949
	Iteration 194Q: 3 clusters Score -2.796397e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214306 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -27964058.000000 Penalty: 6096.147949
	Iteration 195Q: 3 clusters Score -2.796406e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214778 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -27964172.000000 Penalty: 6096.147949
	Iteration 196Q: 3 clusters Score -2.796417e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215180 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -27964272.000000 Penalty: 6096.147949
	Iteration 197Q: 3 clusters Score -2.796427e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215462 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -27964382.000000 Penalty: 6096.147949
	Iteration 198Q: 3 clusters Score -2.796438e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215691 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -27964458.000000 Penalty: 6096.147949
	Iteration 199Q: 3 clusters Score -2.796446e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215876 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -27964502.000000 Penalty: 6096.147949
	Iteration 200F: 3 clusters Score -2.79645e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216034 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -27964620.000000 Penalty: 6096.147949
	Iteration 201Q: 3 clusters Score -2.796462e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216159 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -27964662.000000 Penalty: 6096.147949
	Iteration 202Q: 3 clusters Score -2.796466e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216262 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -27964678.000000 Penalty: 6096.147949
	Iteration 203Q: 3 clusters Score -2.796468e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216327 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -27964710.000000 Penalty: 6096.147949
	Iteration 204Q: 3 clusters Score -2.796471e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216387 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -27964736.000000 Penalty: 6096.147949
	Iteration 205Q: 3 clusters Score -2.796474e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216446 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -27964750.000000 Penalty: 6096.147949
	Iteration 206Q: 3 clusters Score -2.796475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -27964794.000000 Penalty: 6096.147949
	Iteration 207Q: 3 clusters Score -2.796479e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216526 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -27964770.000000 Penalty: 6096.147949
	Iteration 208Q: 3 clusters Score -2.796477e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216550 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -27964770.000000 Penalty: 6096.147949
	Iteration 209Q: 3 clusters Score -2.796477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216570 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -27964760.000000 Penalty: 6096.147949
	Iteration 210Q: 3 clusters Score -2.796476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216586 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -27964788.000000 Penalty: 6096.147949
	Iteration 211Q: 3 clusters Score -2.796479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216602 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -27964782.000000 Penalty: 6096.147949
	Iteration 212Q: 3 clusters Score -2.796478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216616 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -27964790.000000 Penalty: 6096.147949
	Iteration 213Q: 3 clusters Score -2.796479e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -27964788.000000 Penalty: 6096.147949
	Iteration 214Q: 3 clusters Score -2.796479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216642 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -27964816.000000 Penalty: 6096.147949
	Iteration 215Q: 3 clusters Score -2.796482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216652 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27964804.000000 Penalty: 6096.147949
	Iteration 216Q: 3 clusters Score -2.79648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216665 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -27964824.000000 Penalty: 6096.147949
	Iteration 217Q: 3 clusters Score -2.796482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -27964846.000000 Penalty: 6096.147949
	Iteration 218Q: 3 clusters Score -2.796485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216686 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -27964852.000000 Penalty: 6096.147949
	Iteration 219Q: 3 clusters Score -2.796485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216694 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -27964848.000000 Penalty: 6096.147949
	Iteration 220F: 3 clusters Score -2.796485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216699 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -27964864.000000 Penalty: 6096.147949
	Iteration 221Q: 3 clusters Score -2.796486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -27964864.000000 Penalty: 6096.147949
	Iteration 222Q: 3 clusters Score -2.796486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216709 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -27964858.000000 Penalty: 6096.147949
	Iteration 223Q: 3 clusters Score -2.796486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216710 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -27964862.000000 Penalty: 6096.147949
	Iteration 224Q: 3 clusters Score -2.796486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216716 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -27964850.000000 Penalty: 6096.147949
	Iteration 225Q: 3 clusters Score -2.796485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216721 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -27964850.000000 Penalty: 6096.147949
	Iteration 226Q: 3 clusters Score -2.796485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216724 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -27964874.000000 Penalty: 6096.147949
	Iteration 227Q: 3 clusters Score -2.796487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216727 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -27964870.000000 Penalty: 6096.147949
	Iteration 228Q: 3 clusters Score -2.796487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216734 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27964874.000000 Penalty: 6096.147949
	Iteration 229Q: 3 clusters Score -2.796487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216741 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -27964896.000000 Penalty: 6096.147949
	Iteration 230Q: 3 clusters Score -2.79649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216745 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -27964864.000000 Penalty: 6096.147949
	Iteration 231Q: 3 clusters Score -2.796486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216746 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -27964876.000000 Penalty: 6096.147949
	Iteration 232Q: 3 clusters Score -2.796488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216748 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -27964886.000000 Penalty: 6096.147949
	Iteration 233Q: 3 clusters Score -2.796489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216753 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -27964888.000000 Penalty: 6096.147949
	Iteration 234Q: 3 clusters Score -2.796489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216756 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -27964886.000000 Penalty: 6096.147949
	Iteration 235Q: 3 clusters Score -2.796489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216757 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -27964878.000000 Penalty: 6096.147949
	Iteration 236Q: 3 clusters Score -2.796488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216758 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -27964866.000000 Penalty: 6096.147949
	Iteration 237Q: 3 clusters Score -2.796487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216759 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -27964866.000000 Penalty: 6096.147949
	Iteration 238Q: 3 clusters Score -2.796487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216760 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -27964870.000000 Penalty: 6096.147949
	Iteration 239Q: 3 clusters Score -2.796487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216762 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -27964876.000000 Penalty: 6096.147949
	Iteration 240F: 3 clusters Score -2.796488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216763 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -27964876.000000 Penalty: 6096.147949
	Iteration 241Q: 3 clusters Score -2.796488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -27964868.000000 Penalty: 6096.147949
	Iteration 242Q: 3 clusters Score -2.796487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216765 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -27964868.000000 Penalty: 6096.147949
	Iteration 243F: 3 clusters Score -2.796487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Entering Unmasked Estep 
Score: -463940.781250 Penalty: 2044.790283
	Iteration 0F: 2 clusters Score -463940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -460132.843750 Penalty: 4089.580566
	Iteration 0F: 3 clusters Score -460132.8 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -460928.656250 Penalty: 4089.580566
	Iteration 1F: 3 clusters Score -460928.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -461101.500000 Penalty: 4089.580566
	Iteration 2F: 3 clusters Score -461101.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -461196.531250 Penalty: 4089.580566
	Iteration 3Q: 3 clusters Score -461196.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -461260.531250 Penalty: 4089.580566
	Iteration 4Q: 3 clusters Score -461260.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -461315.000000 Penalty: 4089.580566
	Iteration 5Q: 3 clusters Score -461315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -461364.593750 Penalty: 4089.580566
	Iteration 6Q: 3 clusters Score -461364.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -461403.468750 Penalty: 4089.580566
	Iteration 7Q: 3 clusters Score -461403.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -461435.531250 Penalty: 4089.580566
	Iteration 8Q: 3 clusters Score -461435.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -461465.187500 Penalty: 4089.580566
	Iteration 9Q: 3 clusters Score -461465.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -461492.843750 Penalty: 4089.580566
	Iteration 10Q: 3 clusters Score -461492.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -461513.468750 Penalty: 4089.580566
	Iteration 11Q: 3 clusters Score -461513.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -461532.312500 Penalty: 4089.580566
	Iteration 12Q: 3 clusters Score -461532.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -461555.406250 Penalty: 4089.580566
	Iteration 13Q: 3 clusters Score -461555.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -461578.562500 Penalty: 4089.580566
	Iteration 14Q: 3 clusters Score -461578.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -461597.156250 Penalty: 4089.580566
	Iteration 15Q: 3 clusters Score -461597.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -461616.406250 Penalty: 4089.580566
	Iteration 16Q: 3 clusters Score -461616.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -461629.343750 Penalty: 4089.580566
	Iteration 17Q: 3 clusters Score -461629.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -461645.468750 Penalty: 4089.580566
	Iteration 18Q: 3 clusters Score -461645.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -461659.968750 Penalty: 4089.580566
	Iteration 19Q: 3 clusters Score -461660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -461675.625000 Penalty: 4089.580566
	Iteration 20F: 3 clusters Score -461675.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -461684.906250 Penalty: 4089.580566
	Iteration 21Q: 3 clusters Score -461684.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -461691.781250 Penalty: 4089.580566
	Iteration 22Q: 3 clusters Score -461691.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -461698.500000 Penalty: 4089.580566
	Iteration 23Q: 3 clusters Score -461698.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -461707.312500 Penalty: 4089.580566
	Iteration 24Q: 3 clusters Score -461707.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -461716.500000 Penalty: 4089.580566
	Iteration 25Q: 3 clusters Score -461716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -461725.000000 Penalty: 4089.580566
	Iteration 26Q: 3 clusters Score -461725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -461736.062500 Penalty: 4089.580566
	Iteration 27Q: 3 clusters Score -461736.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -461751.562500 Penalty: 4089.580566
	Iteration 28Q: 3 clusters Score -461751.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -461763.281250 Penalty: 4089.580566
	Iteration 29Q: 3 clusters Score -461763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -461773.937500 Penalty: 4089.580566
	Iteration 30Q: 3 clusters Score -461773.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -461782.125000 Penalty: 4089.580566
	Iteration 31Q: 3 clusters Score -461782.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -461792.531250 Penalty: 4089.580566
	Iteration 32Q: 3 clusters Score -461792.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -461801.031250 Penalty: 4089.580566
	Iteration 33Q: 3 clusters Score -461801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -461805.281250 Penalty: 4089.580566
	Iteration 34Q: 3 clusters Score -461805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -461810.250000 Penalty: 4089.580566
	Iteration 35Q: 3 clusters Score -461810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -461819.250000 Penalty: 4089.580566
	Iteration 36Q: 3 clusters Score -461819.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -461827.968750 Penalty: 4089.580566
	Iteration 37Q: 3 clusters Score -461828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -461835.062500 Penalty: 4089.580566
	Iteration 38Q: 3 clusters Score -461835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -461841.968750 Penalty: 4089.580566
	Iteration 39Q: 3 clusters Score -461842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -461848.125000 Penalty: 4089.580566
	Iteration 40F: 3 clusters Score -461848.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -461853.656250 Penalty: 4089.580566
	Iteration 41Q: 3 clusters Score -461853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -461859.593750 Penalty: 4089.580566
	Iteration 42Q: 3 clusters Score -461859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -461865.906250 Penalty: 4089.580566
	Iteration 43Q: 3 clusters Score -461865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -461867.687500 Penalty: 4089.580566
	Iteration 44Q: 3 clusters Score -461867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -461868.843750 Penalty: 4089.580566
	Iteration 45Q: 3 clusters Score -461868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -461870.937500 Penalty: 4089.580566
	Iteration 46Q: 3 clusters Score -461870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -461870.906250 Penalty: 4089.580566
	Iteration 47Q: 3 clusters Score -461870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -461872.656250 Penalty: 4089.580566
	Iteration 48Q: 3 clusters Score -461872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -461874.750000 Penalty: 4089.580566
	Iteration 49Q: 3 clusters Score -461874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -461874.875000 Penalty: 4089.580566
	Iteration 50Q: 3 clusters Score -461874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -461877.468750 Penalty: 4089.580566
	Iteration 51Q: 3 clusters Score -461877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -461878.375000 Penalty: 4089.580566
	Iteration 52Q: 3 clusters Score -461878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -461881.406250 Penalty: 4089.580566
	Iteration 53Q: 3 clusters Score -461881.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -461886.531250 Penalty: 4089.580566
	Iteration 54Q: 3 clusters Score -461886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -461892.875000 Penalty: 4089.580566
	Iteration 55Q: 3 clusters Score -461892.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -461897.750000 Penalty: 4089.580566
	Iteration 56Q: 3 clusters Score -461897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -461903.031250 Penalty: 4089.580566
	Iteration 57Q: 3 clusters Score -461903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -461908.031250 Penalty: 4089.580566
	Iteration 58Q: 3 clusters Score -461908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -461912.625000 Penalty: 4089.580566
	Iteration 59Q: 3 clusters Score -461912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -461915.375000 Penalty: 4089.580566
	Iteration 60F: 3 clusters Score -461915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -461918.125000 Penalty: 4089.580566
	Iteration 61Q: 3 clusters Score -461918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -461922.437500 Penalty: 4089.580566
	Iteration 62Q: 3 clusters Score -461922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -461926.843750 Penalty: 4089.580566
	Iteration 63Q: 3 clusters Score -461926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -461931.718750 Penalty: 4089.580566
	Iteration 64Q: 3 clusters Score -461931.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -461937.875000 Penalty: 4089.580566
	Iteration 65Q: 3 clusters Score -461937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -461946.156250 Penalty: 4089.580566
	Iteration 66Q: 3 clusters Score -461946.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -461952.031250 Penalty: 4089.580566
	Iteration 67Q: 3 clusters Score -461952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -461957.187500 Penalty: 4089.580566
	Iteration 68Q: 3 clusters Score -461957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -461962.656250 Penalty: 4089.580566
	Iteration 69Q: 3 clusters Score -461962.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -461971.468750 Penalty: 4089.580566
	Iteration 70Q: 3 clusters Score -461971.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -461977.562500 Penalty: 4089.580566
	Iteration 71Q: 3 clusters Score -461977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -461980.531250 Penalty: 4089.580566
	Iteration 72Q: 3 clusters Score -461980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -461981.625000 Penalty: 4089.580566
	Iteration 73Q: 3 clusters Score -461981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -461987.062500 Penalty: 4089.580566
	Iteration 74Q: 3 clusters Score -461987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -461989.531250 Penalty: 4089.580566
	Iteration 75Q: 3 clusters Score -461989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -461992.562500 Penalty: 4089.580566
	Iteration 76Q: 3 clusters Score -461992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -461997.031250 Penalty: 4089.580566
	Iteration 77Q: 3 clusters Score -461997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -462006.062500 Penalty: 4089.580566
	Iteration 78Q: 3 clusters Score -462006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -462009.750000 Penalty: 4089.580566
	Iteration 79Q: 3 clusters Score -462009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -462014.750000 Penalty: 4089.580566
	Iteration 80F: 3 clusters Score -462014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -462021.750000 Penalty: 4089.580566
	Iteration 81Q: 3 clusters Score -462021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -462029.281250 Penalty: 4089.580566
	Iteration 82Q: 3 clusters Score -462029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -462031.375000 Penalty: 4089.580566
	Iteration 83Q: 3 clusters Score -462031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -462035.750000 Penalty: 4089.580566
	Iteration 84Q: 3 clusters Score -462035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -462037.125000 Penalty: 4089.580566
	Iteration 85Q: 3 clusters Score -462037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -462041.062500 Penalty: 4089.580566
	Iteration 86Q: 3 clusters Score -462041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -462044.093750 Penalty: 4089.580566
	Iteration 87Q: 3 clusters Score -462044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -462048.843750 Penalty: 4089.580566
	Iteration 88Q: 3 clusters Score -462048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -462050.125000 Penalty: 4089.580566
	Iteration 89Q: 3 clusters Score -462050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -462054.156250 Penalty: 4089.580566
	Iteration 90Q: 3 clusters Score -462054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -462055.281250 Penalty: 4089.580566
	Iteration 91Q: 3 clusters Score -462055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -462057.000000 Penalty: 4089.580566
	Iteration 92Q: 3 clusters Score -462057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -462057.093750 Penalty: 4089.580566
	Iteration 93Q: 3 clusters Score -462057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -462057.375000 Penalty: 4089.580566
	Iteration 94Q: 3 clusters Score -462057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -462058.781250 Penalty: 4089.580566
	Iteration 95Q: 3 clusters Score -462058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -462060.593750 Penalty: 4089.580566
	Iteration 96Q: 3 clusters Score -462060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -462061.781250 Penalty: 4089.580566
	Iteration 97Q: 3 clusters Score -462061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -462063.375000 Penalty: 4089.580566
	Iteration 98Q: 3 clusters Score -462063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -462065.437500 Penalty: 4089.580566
	Iteration 99Q: 3 clusters Score -462065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -462066.875000 Penalty: 4089.580566
	Iteration 100F: 3 clusters Score -462066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -462068.625000 Penalty: 4089.580566
	Iteration 101Q: 3 clusters Score -462068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -462069.687500 Penalty: 4089.580566
	Iteration 102Q: 3 clusters Score -462069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -462069.687500 Penalty: 4089.580566
	Iteration 103F: 3 clusters Score -462069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77665.687500 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77665.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76032.445312 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -76032.45 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76313.921875 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76313.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76450.656250 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76450.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76508.867188 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -76508.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76550.875000 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -76550.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76586.820312 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -76586.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76618.617188 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -76618.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76645.585938 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -76645.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76673.742188 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -76673.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76697.914062 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -76697.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76712.843750 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -76712.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76715.226562 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -76715.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76715.226562 Penalty: 3232.764893
	Iteration 12F: 3 clusters Score -76715.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -57085.027344 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57085.03 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 288 members 
Entering Unmasked Estep 
Score: -55563.156250 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55563.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55863.761719 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -55863.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56069.472656 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56069.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -56198.921875 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56198.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56293.320312 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -56293.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56356.953125 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -56356.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56410.734375 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -56410.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56470.238281 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -56470.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56506.273438 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -56506.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56534.789062 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -56534.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56551.015625 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -56551.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56560.421875 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -56560.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56568.605469 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -56568.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -56577.046875 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -56577.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -56583.941406 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -56583.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -56583.941406 Penalty: 3128.816650
	Iteration 15F: 3 clusters Score -56583.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 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 380 members 
Entering Unmasked Estep 
Score: -80150.148438 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80150.15 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80462.921875 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80462.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80638.218750 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80638.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80846.078125 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -80846.08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81044.617188 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81044.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81214.515625 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -81214.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81533.679688 Penalty: 3292.729736
	Iteration 6F: 3 clusters Score -81533.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81919.414062 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -81919.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82003.351562 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82003.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82059.210938 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82059.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82114.906250 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82114.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82261.093750 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -82261.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82381.882812 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -82381.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82437.218750 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -82437.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82455.695312 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -82455.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82465.351562 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -82465.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82473.695312 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -82473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82478.742188 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -82478.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82478.742188 Penalty: 3292.729736
	Iteration 18F: 3 clusters Score -82478.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 174933 members 
Mstep: Class 4 contains 213810 members 
Mstep: Class 5 contains 67889 members 
Mstep: Class 6 contains 177000 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 68373 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 217645 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149678528.000000 Penalty: 62449.558594
Splitting cluster 20 changes total score from -149679824.000000 to -149678528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75988.710938 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -75988.71 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 375 members 
Entering Unmasked Estep 
Score: -74434.570312 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -74434.57 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74913.039062 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -74913.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75147.460938 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -75147.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75360.234375 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -75360.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75647.695312 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -75647.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75864.328125 Penalty: 3269.470215
	Iteration 5F: 3 clusters Score -75864.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76126.382812 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -76126.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76468.046875 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -76468.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76555.773438 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -76555.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76593.921875 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -76593.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76619.289062 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -76619.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76623.062500 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -76623.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76623.062500 Penalty: 3269.470215
	Iteration 12F: 3 clusters Score -76623.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 174933 members 
Mstep: Class 4 contains 213810 members 
Mstep: Class 5 contains 67889 members 
Mstep: Class 6 contains 177000 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 68373 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 217645 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 204 members 
Entering Unmasked Estep 
Score: -149678640.000000 Penalty: 62449.558594
Splitting cluster 21 changes total score from -149679824.000000 to -149678640.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183885 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 174933 members 
Mstep: Class 4 contains 213810 members 
Mstep: Class 5 contains 67889 members 
Mstep: Class 6 contains 177000 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 68373 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 217645 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679808.000000 Penalty: 58980.136719
Iteration 159Q: 18 clusters Score -1.496798e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183866 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 174862 members 
Mstep: Class 4 contains 213959 members 
Mstep: Class 5 contains 67840 members 
Mstep: Class 6 contains 176842 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51262 members 
Mstep: Class 10 contains 68324 members 
Mstep: Class 11 contains 21432 members 
Mstep: Class 12 contains 217782 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 677 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680128.000000 Penalty: 58980.136719
Iteration 160F: 18 clusters Score -1.496801e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183896 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 174816 members 
Mstep: Class 4 contains 214039 members 
Mstep: Class 5 contains 67780 members 
Mstep: Class 6 contains 176654 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51140 members 
Mstep: Class 10 contains 68270 members 
Mstep: Class 11 contains 21625 members 
Mstep: Class 12 contains 217950 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680096.000000 Penalty: 58980.136719
Iteration 161Q: 18 clusters Score -1.496801e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183907 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 174811 members 
Mstep: Class 4 contains 214145 members 
Mstep: Class 5 contains 67695 members 
Mstep: Class 6 contains 176521 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 51015 members 
Mstep: Class 10 contains 68196 members 
Mstep: Class 11 contains 21823 members 
Mstep: Class 12 contains 218061 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680320.000000 Penalty: 58980.136719
Iteration 162Q: 18 clusters Score -1.496803e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183864 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 174791 members 
Mstep: Class 4 contains 214331 members 
Mstep: Class 5 contains 67570 members 
Mstep: Class 6 contains 176375 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50914 members 
Mstep: Class 10 contains 68116 members 
Mstep: Class 11 contains 22053 members 
Mstep: Class 12 contains 218162 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680288.000000 Penalty: 58980.136719
Iteration 163Q: 18 clusters Score -1.496803e+08 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183863 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 174793 members 
Mstep: Class 4 contains 214540 members 
Mstep: Class 5 contains 67444 members 
Mstep: Class 6 contains 176189 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50812 members 
Mstep: Class 10 contains 68028 members 
Mstep: Class 11 contains 22280 members 
Mstep: Class 12 contains 218227 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680560.000000 Penalty: 58980.136719
Iteration 164Q: 18 clusters Score -1.496806e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183880 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 174776 members 
Mstep: Class 4 contains 214828 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 175998 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50737 members 
Mstep: Class 10 contains 67957 members 
Mstep: Class 11 contains 22494 members 
Mstep: Class 12 contains 218169 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680544.000000 Penalty: 58980.136719
Iteration 165Q: 18 clusters Score -1.496805e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183871 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 174735 members 
Mstep: Class 4 contains 215153 members 
Mstep: Class 5 contains 67205 members 
Mstep: Class 6 contains 175827 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50659 members 
Mstep: Class 10 contains 67899 members 
Mstep: Class 11 contains 22728 members 
Mstep: Class 12 contains 218098 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680848.000000 Penalty: 58980.136719
Iteration 166Q: 18 clusters Score -1.496808e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183886 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 174640 members 
Mstep: Class 4 contains 215526 members 
Mstep: Class 5 contains 67070 members 
Mstep: Class 6 contains 175684 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50602 members 
Mstep: Class 10 contains 67823 members 
Mstep: Class 11 contains 22957 members 
Mstep: Class 12 contains 217989 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680560.000000 Penalty: 58980.136719
Iteration 167Q: 18 clusters Score -1.496806e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183862 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 174597 members 
Mstep: Class 4 contains 215910 members 
Mstep: Class 5 contains 66949 members 
Mstep: Class 6 contains 175512 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50548 members 
Mstep: Class 10 contains 67745 members 
Mstep: Class 11 contains 23194 members 
Mstep: Class 12 contains 217861 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680800.000000 Penalty: 58980.136719
Iteration 168Q: 18 clusters Score -1.496808e+08 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 174549 members 
Mstep: Class 4 contains 216382 members 
Mstep: Class 5 contains 66805 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50485 members 
Mstep: Class 10 contains 67658 members 
Mstep: Class 11 contains 23442 members 
Mstep: Class 12 contains 217685 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681168.000000 Penalty: 58980.136719
Iteration 169Q: 18 clusters Score -1.496812e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 174486 members 
Mstep: Class 4 contains 216766 members 
Mstep: Class 5 contains 66670 members 
Mstep: Class 6 contains 175252 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50425 members 
Mstep: Class 10 contains 67582 members 
Mstep: Class 11 contains 23683 members 
Mstep: Class 12 contains 217628 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681648.000000 Penalty: 58980.136719
Iteration 170Q: 18 clusters Score -1.496816e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183610 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 174420 members 
Mstep: Class 4 contains 217244 members 
Mstep: Class 5 contains 66514 members 
Mstep: Class 6 contains 175127 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50375 members 
Mstep: Class 10 contains 67462 members 
Mstep: Class 11 contains 23929 members 
Mstep: Class 12 contains 217502 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681696.000000 Penalty: 58980.136719
Iteration 171Q: 18 clusters Score -1.496817e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183549 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 174356 members 
Mstep: Class 4 contains 217600 members 
Mstep: Class 5 contains 66373 members 
Mstep: Class 6 contains 174992 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50332 members 
Mstep: Class 10 contains 67365 members 
Mstep: Class 11 contains 24191 members 
Mstep: Class 12 contains 217430 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681632.000000 Penalty: 58980.136719
Iteration 172Q: 18 clusters Score -1.496816e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183515 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 174283 members 
Mstep: Class 4 contains 218001 members 
Mstep: Class 5 contains 66223 members 
Mstep: Class 6 contains 174902 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50283 members 
Mstep: Class 10 contains 67228 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 217316 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681696.000000 Penalty: 58980.136719
Iteration 173Q: 18 clusters Score -1.496817e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183468 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 218392 members 
Mstep: Class 5 contains 66072 members 
Mstep: Class 6 contains 174840 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50228 members 
Mstep: Class 10 contains 67097 members 
Mstep: Class 11 contains 24722 members 
Mstep: Class 12 contains 217146 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681600.000000 Penalty: 58980.136719
Iteration 174Q: 18 clusters Score -1.496816e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183435 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 174189 members 
Mstep: Class 4 contains 218819 members 
Mstep: Class 5 contains 65924 members 
Mstep: Class 6 contains 174752 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50183 members 
Mstep: Class 10 contains 66992 members 
Mstep: Class 11 contains 24986 members 
Mstep: Class 12 contains 216907 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681696.000000 Penalty: 58980.136719
Iteration 175Q: 18 clusters Score -1.496817e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 4371 members 
Mstep: Class 3 contains 174180 members 
Mstep: Class 4 contains 219132 members 
Mstep: Class 5 contains 65797 members 
Mstep: Class 6 contains 174691 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50147 members 
Mstep: Class 10 contains 66871 members 
Mstep: Class 11 contains 25255 members 
Mstep: Class 12 contains 216741 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681680.000000 Penalty: 58980.136719
Iteration 176Q: 18 clusters Score -1.496817e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 174127 members 
Mstep: Class 4 contains 219411 members 
Mstep: Class 5 contains 65660 members 
Mstep: Class 6 contains 174684 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50125 members 
Mstep: Class 10 contains 66744 members 
Mstep: Class 11 contains 25513 members 
Mstep: Class 12 contains 216650 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149681952.000000 Penalty: 58980.136719
Iteration 177Q: 18 clusters Score -1.49682e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183212 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 174040 members 
Mstep: Class 4 contains 219761 members 
Mstep: Class 5 contains 65530 members 
Mstep: Class 6 contains 174700 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50101 members 
Mstep: Class 10 contains 66611 members 
Mstep: Class 11 contains 25758 members 
Mstep: Class 12 contains 216472 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682192.000000 Penalty: 58980.136719
Iteration 178Q: 18 clusters Score -1.496822e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183172 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173946 members 
Mstep: Class 4 contains 220055 members 
Mstep: Class 5 contains 65402 members 
Mstep: Class 6 contains 174739 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50080 members 
Mstep: Class 10 contains 66434 members 
Mstep: Class 11 contains 26041 members 
Mstep: Class 12 contains 216317 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682384.000000 Penalty: 58980.136719
Iteration 179Q: 18 clusters Score -1.496824e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183133 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173869 members 
Mstep: Class 4 contains 220382 members 
Mstep: Class 5 contains 65270 members 
Mstep: Class 6 contains 174757 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50066 members 
Mstep: Class 10 contains 66263 members 
Mstep: Class 11 contains 26284 members 
Mstep: Class 12 contains 216161 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682560.000000 Penalty: 58980.136719
Iteration 180F: 18 clusters Score -1.496826e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 183074 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173752 members 
Mstep: Class 4 contains 220677 members 
Mstep: Class 5 contains 65151 members 
Mstep: Class 6 contains 174739 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50059 members 
Mstep: Class 10 contains 66132 members 
Mstep: Class 11 contains 26489 members 
Mstep: Class 12 contains 216114 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682560.000000 Penalty: 58980.136719
Iteration 181Q: 18 clusters Score -1.496826e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182994 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173689 members 
Mstep: Class 4 contains 220934 members 
Mstep: Class 5 contains 65042 members 
Mstep: Class 6 contains 174752 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50037 members 
Mstep: Class 10 contains 65994 members 
Mstep: Class 11 contains 26700 members 
Mstep: Class 12 contains 216045 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682928.000000 Penalty: 58980.136719
Iteration 182Q: 18 clusters Score -1.496829e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182955 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173617 members 
Mstep: Class 4 contains 221154 members 
Mstep: Class 5 contains 64919 members 
Mstep: Class 6 contains 174764 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50026 members 
Mstep: Class 10 contains 65863 members 
Mstep: Class 11 contains 26948 members 
Mstep: Class 12 contains 215945 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683120.000000 Penalty: 58980.136719
Iteration 183Q: 18 clusters Score -1.496831e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182872 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173538 members 
Mstep: Class 4 contains 221402 members 
Mstep: Class 5 contains 64794 members 
Mstep: Class 6 contains 174773 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50016 members 
Mstep: Class 10 contains 65729 members 
Mstep: Class 11 contains 27190 members 
Mstep: Class 12 contains 215880 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683072.000000 Penalty: 58980.136719
Iteration 184Q: 18 clusters Score -1.496831e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182813 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173448 members 
Mstep: Class 4 contains 221657 members 
Mstep: Class 5 contains 64692 members 
Mstep: Class 6 contains 174731 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 50000 members 
Mstep: Class 10 contains 65583 members 
Mstep: Class 11 contains 27422 members 
Mstep: Class 12 contains 215850 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683056.000000 Penalty: 58980.136719
Iteration 185Q: 18 clusters Score -1.496831e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182735 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173392 members 
Mstep: Class 4 contains 221857 members 
Mstep: Class 5 contains 64617 members 
Mstep: Class 6 contains 174713 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49988 members 
Mstep: Class 10 contains 65418 members 
Mstep: Class 11 contains 27635 members 
Mstep: Class 12 contains 215842 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682928.000000 Penalty: 58980.136719
Iteration 186Q: 18 clusters Score -1.496829e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182694 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173290 members 
Mstep: Class 4 contains 222001 members 
Mstep: Class 5 contains 64530 members 
Mstep: Class 6 contains 174679 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49984 members 
Mstep: Class 10 contains 65276 members 
Mstep: Class 11 contains 27853 members 
Mstep: Class 12 contains 215887 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683072.000000 Penalty: 58980.136719
Iteration 187Q: 18 clusters Score -1.496831e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182682 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173198 members 
Mstep: Class 4 contains 222125 members 
Mstep: Class 5 contains 64427 members 
Mstep: Class 6 contains 174640 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49983 members 
Mstep: Class 10 contains 65125 members 
Mstep: Class 11 contains 28069 members 
Mstep: Class 12 contains 215944 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683216.000000 Penalty: 58980.136719
Iteration 188Q: 18 clusters Score -1.496832e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182626 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173153 members 
Mstep: Class 4 contains 222213 members 
Mstep: Class 5 contains 64324 members 
Mstep: Class 6 contains 174623 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49992 members 
Mstep: Class 10 contains 64985 members 
Mstep: Class 11 contains 28298 members 
Mstep: Class 12 contains 215981 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683312.000000 Penalty: 58980.136719
Iteration 189Q: 18 clusters Score -1.496833e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182556 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173114 members 
Mstep: Class 4 contains 222315 members 
Mstep: Class 5 contains 64225 members 
Mstep: Class 6 contains 174603 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49992 members 
Mstep: Class 10 contains 64870 members 
Mstep: Class 11 contains 28501 members 
Mstep: Class 12 contains 216024 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683360.000000 Penalty: 58980.136719
Iteration 190Q: 18 clusters Score -1.496834e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182501 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173086 members 
Mstep: Class 4 contains 222398 members 
Mstep: Class 5 contains 64116 members 
Mstep: Class 6 contains 174575 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49991 members 
Mstep: Class 10 contains 64762 members 
Mstep: Class 11 contains 28685 members 
Mstep: Class 12 contains 216087 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683376.000000 Penalty: 58980.136719
Iteration 191Q: 18 clusters Score -1.496834e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182477 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173070 members 
Mstep: Class 4 contains 222495 members 
Mstep: Class 5 contains 64018 members 
Mstep: Class 6 contains 174568 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49978 members 
Mstep: Class 10 contains 64653 members 
Mstep: Class 11 contains 28867 members 
Mstep: Class 12 contains 216078 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 58980.136719
Iteration 192Q: 18 clusters Score -1.496836e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182407 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173059 members 
Mstep: Class 4 contains 222541 members 
Mstep: Class 5 contains 63920 members 
Mstep: Class 6 contains 174569 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49966 members 
Mstep: Class 10 contains 64529 members 
Mstep: Class 11 contains 29063 members 
Mstep: Class 12 contains 216153 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683536.000000 Penalty: 58980.136719
Iteration 193Q: 18 clusters Score -1.496835e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182366 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173052 members 
Mstep: Class 4 contains 222552 members 
Mstep: Class 5 contains 63837 members 
Mstep: Class 6 contains 174590 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49951 members 
Mstep: Class 10 contains 64400 members 
Mstep: Class 11 contains 29227 members 
Mstep: Class 12 contains 216235 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683616.000000 Penalty: 58980.136719
Iteration 194Q: 18 clusters Score -1.496836e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173049 members 
Mstep: Class 4 contains 222631 members 
Mstep: Class 5 contains 63748 members 
Mstep: Class 6 contains 174614 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49935 members 
Mstep: Class 10 contains 64290 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 216203 members 
Mstep: Class 13 contains 3792 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 58980.136719
Iteration 195Q: 18 clusters Score -1.496836e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182346 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173036 members 
Mstep: Class 4 contains 222731 members 
Mstep: Class 5 contains 63677 members 
Mstep: Class 6 contains 174628 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49910 members 
Mstep: Class 10 contains 64158 members 
Mstep: Class 11 contains 29568 members 
Mstep: Class 12 contains 216161 members 
Mstep: Class 13 contains 3790 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683360.000000 Penalty: 58980.136719
Iteration 196Q: 18 clusters Score -1.496834e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182334 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173052 members 
Mstep: Class 4 contains 222857 members 
Mstep: Class 5 contains 63617 members 
Mstep: Class 6 contains 174654 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49875 members 
Mstep: Class 10 contains 64046 members 
Mstep: Class 11 contains 29710 members 
Mstep: Class 12 contains 216072 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683104.000000 Penalty: 58980.136719
Iteration 197Q: 18 clusters Score -1.496831e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182298 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173061 members 
Mstep: Class 4 contains 222977 members 
Mstep: Class 5 contains 63557 members 
Mstep: Class 6 contains 174640 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49850 members 
Mstep: Class 10 contains 63935 members 
Mstep: Class 11 contains 29851 members 
Mstep: Class 12 contains 216048 members 
Mstep: Class 13 contains 3784 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682976.000000 Penalty: 58980.136719
Iteration 198Q: 18 clusters Score -1.49683e+08 nChanged 1546
Entering ConstructFrom: 
Score: -149682976.000000 Penalty: 58980.136719
Entering ConstructFrom: 
Trying to split cluster 1 (182270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Entering Unmasked Estep 
Score: -23348924.000000 Penalty: 3004.084473
	Iteration 0F: 2 clusters Score -2.334892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -23229048.000000 Penalty: 6008.168945
	Iteration 0F: 3 clusters Score -2.322905e+07 nChanged 87650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -23279372.000000 Penalty: 6008.168945
	Iteration 1F: 3 clusters Score -2.327937e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -23280282.000000 Penalty: 6008.168945
	Iteration 2Q: 3 clusters Score -2.328028e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -23281052.000000 Penalty: 6008.168945
	Iteration 3Q: 3 clusters Score -2.328105e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -23282124.000000 Penalty: 6008.168945
	Iteration 4Q: 3 clusters Score -2.328212e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -23283874.000000 Penalty: 6008.168945
	Iteration 5Q: 3 clusters Score -2.328387e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -23287230.000000 Penalty: 6008.168945
	Iteration 6Q: 3 clusters Score -2.328723e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -23293028.000000 Penalty: 6008.168945
	Iteration 7F: 3 clusters Score -2.329303e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -23302502.000000 Penalty: 6008.168945
	Iteration 8F: 3 clusters Score -2.33025e+07 nChanged 15016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -23315140.000000 Penalty: 6008.168945
	Iteration 9F: 3 clusters Score -2.331514e+07 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -23327556.000000 Penalty: 6008.168945
	Iteration 10F: 3 clusters Score -2.332756e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 167120 members 
Entering Unmasked Estep 
Score: -23336368.000000 Penalty: 6008.168945
	Iteration 11F: 3 clusters Score -2.333637e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 173490 members 
Entering Unmasked Estep 
Score: -23341448.000000 Penalty: 6008.168945
	Iteration 12Q: 3 clusters Score -2.334145e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 176835 members 
Entering Unmasked Estep 
Score: -23344238.000000 Penalty: 6008.168945
	Iteration 13Q: 3 clusters Score -2.334424e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -23345440.000000 Penalty: 6008.168945
	Iteration 14Q: 3 clusters Score -2.334544e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -23346086.000000 Penalty: 6008.168945
	Iteration 15Q: 3 clusters Score -2.334609e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -23346430.000000 Penalty: 6008.168945
	Iteration 16Q: 3 clusters Score -2.334643e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 179734 members 
Entering Unmasked Estep 
Score: -23346576.000000 Penalty: 6008.168945
	Iteration 17Q: 3 clusters Score -2.334658e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -23346728.000000 Penalty: 6008.168945
	Iteration 18Q: 3 clusters Score -2.334673e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -23346736.000000 Penalty: 6008.168945
	Iteration 19Q: 3 clusters Score -2.334674e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 179997 members 
Entering Unmasked Estep 
Score: -23346796.000000 Penalty: 6008.168945
	Iteration 20F: 3 clusters Score -2.33468e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 180035 members 
Entering Unmasked Estep 
Score: -23346846.000000 Penalty: 6008.168945
	Iteration 21Q: 3 clusters Score -2.334685e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -23346902.000000 Penalty: 6008.168945
	Iteration 22Q: 3 clusters Score -2.33469e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 180099 members 
Entering Unmasked Estep 
Score: -23346926.000000 Penalty: 6008.168945
	Iteration 23Q: 3 clusters Score -2.334693e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 180128 members 
Entering Unmasked Estep 
Score: -23346958.000000 Penalty: 6008.168945
	Iteration 24Q: 3 clusters Score -2.334696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 180152 members 
Entering Unmasked Estep 
Score: -23346984.000000 Penalty: 6008.168945
	Iteration 25Q: 3 clusters Score -2.334698e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 180181 members 
Entering Unmasked Estep 
Score: -23347016.000000 Penalty: 6008.168945
	Iteration 26Q: 3 clusters Score -2.334702e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 180211 members 
Entering Unmasked Estep 
Score: -23347062.000000 Penalty: 6008.168945
	Iteration 27Q: 3 clusters Score -2.334706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 180229 members 
Entering Unmasked Estep 
Score: -23347060.000000 Penalty: 6008.168945
	Iteration 28Q: 3 clusters Score -2.334706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 180246 members 
Entering Unmasked Estep 
Score: -23347092.000000 Penalty: 6008.168945
	Iteration 29Q: 3 clusters Score -2.334709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 180249 members 
Entering Unmasked Estep 
Score: -23347090.000000 Penalty: 6008.168945
	Iteration 30Q: 3 clusters Score -2.334709e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 180264 members 
Entering Unmasked Estep 
Score: -23347144.000000 Penalty: 6008.168945
	Iteration 31Q: 3 clusters Score -2.334714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 180275 members 
Entering Unmasked Estep 
Score: -23347130.000000 Penalty: 6008.168945
	Iteration 32Q: 3 clusters Score -2.334713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 180278 members 
Entering Unmasked Estep 
Score: -23347152.000000 Penalty: 6008.168945
	Iteration 33Q: 3 clusters Score -2.334715e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -23347146.000000 Penalty: 6008.168945
	Iteration 34Q: 3 clusters Score -2.334715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -23347116.000000 Penalty: 6008.168945
	Iteration 35Q: 3 clusters Score -2.334712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -23347110.000000 Penalty: 6008.168945
	Iteration 36Q: 3 clusters Score -2.334711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 180275 members 
Entering Unmasked Estep 
Score: -23347126.000000 Penalty: 6008.168945
	Iteration 37Q: 3 clusters Score -2.334713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 180275 members 
Entering Unmasked Estep 
Score: -23347138.000000 Penalty: 6008.168945
	Iteration 38Q: 3 clusters Score -2.334714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -23347132.000000 Penalty: 6008.168945
	Iteration 39Q: 3 clusters Score -2.334713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 180272 members 
Entering Unmasked Estep 
Score: -23347134.000000 Penalty: 6008.168945
	Iteration 40F: 3 clusters Score -2.334713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -23347136.000000 Penalty: 6008.168945
	Iteration 41Q: 3 clusters Score -2.334714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -23347132.000000 Penalty: 6008.168945
	Iteration 42Q: 3 clusters Score -2.334713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -23347156.000000 Penalty: 6008.168945
	Iteration 43Q: 3 clusters Score -2.334716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 180275 members 
Entering Unmasked Estep 
Score: -23347152.000000 Penalty: 6008.168945
	Iteration 44Q: 3 clusters Score -2.334715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -23347144.000000 Penalty: 6008.168945
	Iteration 45Q: 3 clusters Score -2.334714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 180271 members 
Entering Unmasked Estep 
Score: -23347150.000000 Penalty: 6008.168945
	Iteration 46Q: 3 clusters Score -2.334715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -23347158.000000 Penalty: 6008.168945
	Iteration 47Q: 3 clusters Score -2.334716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 180270 members 
Entering Unmasked Estep 
Score: -23347150.000000 Penalty: 6008.168945
	Iteration 48Q: 3 clusters Score -2.334715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 180271 members 
Entering Unmasked Estep 
Score: -23347140.000000 Penalty: 6008.168945
	Iteration 49Q: 3 clusters Score -2.334714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 180273 members 
Entering Unmasked Estep 
Score: -23347152.000000 Penalty: 6008.168945
	Iteration 50Q: 3 clusters Score -2.334715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -23347152.000000 Penalty: 6008.168945
	Iteration 51Q: 3 clusters Score -2.334715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -23347132.000000 Penalty: 6008.168945
	Iteration 52Q: 3 clusters Score -2.334713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -23347146.000000 Penalty: 6008.168945
	Iteration 53Q: 3 clusters Score -2.334715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 180281 members 
Entering Unmasked Estep 
Score: -23347122.000000 Penalty: 6008.168945
	Iteration 54Q: 3 clusters Score -2.334712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -23347128.000000 Penalty: 6008.168945
	Iteration 55Q: 3 clusters Score -2.334713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 180276 members 
Entering Unmasked Estep 
Score: -23347118.000000 Penalty: 6008.168945
	Iteration 56Q: 3 clusters Score -2.334712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 180277 members 
Entering Unmasked Estep 
Score: -23347116.000000 Penalty: 6008.168945
	Iteration 57Q: 3 clusters Score -2.334712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -23347110.000000 Penalty: 6008.168945
	Iteration 58Q: 3 clusters Score -2.334711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 180282 members 
Entering Unmasked Estep 
Score: -23347114.000000 Penalty: 6008.168945
	Iteration 59Q: 3 clusters Score -2.334711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 180284 members 
Entering Unmasked Estep 
Score: -23347124.000000 Penalty: 6008.168945
	Iteration 60F: 3 clusters Score -2.334712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 180283 members 
Entering Unmasked Estep 
Score: -23347124.000000 Penalty: 6008.168945
	Iteration 61Q: 3 clusters Score -2.334712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 180283 members 
Entering Unmasked Estep 
Score: -23347124.000000 Penalty: 6008.168945
	Iteration 62F: 3 clusters Score -2.334712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -545397.687500 Penalty: 2078.694092
	Iteration 0F: 2 clusters Score -545397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -541237.750000 Penalty: 4157.388184
	Iteration 0F: 3 clusters Score -541237.8 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -542168.062500 Penalty: 4157.388184
	Iteration 1F: 3 clusters Score -542168.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -542334.500000 Penalty: 4157.388184
	Iteration 2F: 3 clusters Score -542334.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -542426.437500 Penalty: 4157.388184
	Iteration 3Q: 3 clusters Score -542426.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -542487.875000 Penalty: 4157.388184
	Iteration 4Q: 3 clusters Score -542487.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -542537.750000 Penalty: 4157.388184
	Iteration 5Q: 3 clusters Score -542537.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -542573.500000 Penalty: 4157.388184
	Iteration 6Q: 3 clusters Score -542573.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -542600.312500 Penalty: 4157.388184
	Iteration 7Q: 3 clusters Score -542600.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -542620.625000 Penalty: 4157.388184
	Iteration 8Q: 3 clusters Score -542620.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -542639.375000 Penalty: 4157.388184
	Iteration 9Q: 3 clusters Score -542639.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -542661.687500 Penalty: 4157.388184
	Iteration 10Q: 3 clusters Score -542661.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -542677.687500 Penalty: 4157.388184
	Iteration 11Q: 3 clusters Score -542677.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -542694.500000 Penalty: 4157.388184
	Iteration 12Q: 3 clusters Score -542694.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -542715.625000 Penalty: 4157.388184
	Iteration 13Q: 3 clusters Score -542715.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -542733.812500 Penalty: 4157.388184
	Iteration 14Q: 3 clusters Score -542733.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -542750.687500 Penalty: 4157.388184
	Iteration 15Q: 3 clusters Score -542750.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -542765.000000 Penalty: 4157.388184
	Iteration 16Q: 3 clusters Score -542765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -542782.875000 Penalty: 4157.388184
	Iteration 17Q: 3 clusters Score -542782.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -542799.562500 Penalty: 4157.388184
	Iteration 18Q: 3 clusters Score -542799.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -542810.750000 Penalty: 4157.388184
	Iteration 19Q: 3 clusters Score -542810.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -542823.000000 Penalty: 4157.388184
	Iteration 20F: 3 clusters Score -542823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -542839.000000 Penalty: 4157.388184
	Iteration 21Q: 3 clusters Score -542839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -542860.625000 Penalty: 4157.388184
	Iteration 22Q: 3 clusters Score -542860.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -542883.500000 Penalty: 4157.388184
	Iteration 23Q: 3 clusters Score -542883.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -542910.437500 Penalty: 4157.388184
	Iteration 24Q: 3 clusters Score -542910.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -542934.812500 Penalty: 4157.388184
	Iteration 25Q: 3 clusters Score -542934.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -542963.625000 Penalty: 4157.388184
	Iteration 26Q: 3 clusters Score -542963.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -543004.625000 Penalty: 4157.388184
	Iteration 27Q: 3 clusters Score -543004.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -543064.687500 Penalty: 4157.388184
	Iteration 28Q: 3 clusters Score -543064.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -543161.500000 Penalty: 4157.388184
	Iteration 29Q: 3 clusters Score -543161.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -543303.062500 Penalty: 4157.388184
	Iteration 30Q: 3 clusters Score -543303.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -543539.312500 Penalty: 4157.388184
	Iteration 31Q: 3 clusters Score -543539.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -543925.375000 Penalty: 4157.388184
	Iteration 32Q: 3 clusters Score -543925.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -544370.687500 Penalty: 4157.388184
	Iteration 33F: 3 clusters Score -544370.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -544786.625000 Penalty: 4157.388184
	Iteration 34F: 3 clusters Score -544786.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -545019.250000 Penalty: 4157.388184
	Iteration 35Q: 3 clusters Score -545019.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -545095.187500 Penalty: 4157.388184
	Iteration 36Q: 3 clusters Score -545095.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -545116.312500 Penalty: 4157.388184
	Iteration 37Q: 3 clusters Score -545116.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -545128.000000 Penalty: 4157.388184
	Iteration 38Q: 3 clusters Score -545128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -545140.000000 Penalty: 4157.388184
	Iteration 39Q: 3 clusters Score -545140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -545143.750000 Penalty: 4157.388184
	Iteration 40F: 3 clusters Score -545143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -545145.500000 Penalty: 4157.388184
	Iteration 41Q: 3 clusters Score -545145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -545148.000000 Penalty: 4157.388184
	Iteration 42Q: 3 clusters Score -545148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -545148.687500 Penalty: 4157.388184
	Iteration 43Q: 3 clusters Score -545148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -545148.375000 Penalty: 4157.388184
	Iteration 44Q: 3 clusters Score -545148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -545148.375000 Penalty: 4157.388184
	Iteration 45F: 3 clusters Score -545148.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173083 members 
Entering Unmasked Estep 
Score: -22243048.000000 Penalty: 2991.258545
	Iteration 0F: 2 clusters Score -2.224305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -22128866.000000 Penalty: 5982.517090
	Iteration 0F: 3 clusters Score -2.212887e+07 nChanged 83163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -22177866.000000 Penalty: 5982.517090
	Iteration 1F: 3 clusters Score -2.217787e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -22179286.000000 Penalty: 5982.517090
	Iteration 2Q: 3 clusters Score -2.217929e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -22180860.000000 Penalty: 5982.517090
	Iteration 3Q: 3 clusters Score -2.218086e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 93011 members 
Entering Unmasked Estep 
Score: -22182716.000000 Penalty: 5982.517090
	Iteration 4Q: 3 clusters Score -2.218272e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -22184746.000000 Penalty: 5982.517090
	Iteration 5Q: 3 clusters Score -2.218475e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -22187470.000000 Penalty: 5982.517090
	Iteration 6Q: 3 clusters Score -2.218747e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -22191358.000000 Penalty: 5982.517090
	Iteration 7Q: 3 clusters Score -2.219136e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -22196328.000000 Penalty: 5982.517090
	Iteration 8F: 3 clusters Score -2.219633e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -22202518.000000 Penalty: 5982.517090
	Iteration 9F: 3 clusters Score -2.220252e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 126977 members 
Entering Unmasked Estep 
Score: -22209432.000000 Penalty: 5982.517090
	Iteration 10F: 3 clusters Score -2.220943e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 134162 members 
Entering Unmasked Estep 
Score: -22215826.000000 Penalty: 5982.517090
	Iteration 11Q: 3 clusters Score -2.221583e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -22221106.000000 Penalty: 5982.517090
	Iteration 12Q: 3 clusters Score -2.222111e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 144827 members 
Entering Unmasked Estep 
Score: -22224544.000000 Penalty: 5982.517090
	Iteration 13Q: 3 clusters Score -2.222454e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 148933 members 
Entering Unmasked Estep 
Score: -22226866.000000 Penalty: 5982.517090
	Iteration 14Q: 3 clusters Score -2.222687e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -22228958.000000 Penalty: 5982.517090
	Iteration 15Q: 3 clusters Score -2.222896e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -22230950.000000 Penalty: 5982.517090
	Iteration 16Q: 3 clusters Score -2.223095e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -22232708.000000 Penalty: 5982.517090
	Iteration 17Q: 3 clusters Score -2.223271e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 162108 members 
Entering Unmasked Estep 
Score: -22234304.000000 Penalty: 5982.517090
	Iteration 18Q: 3 clusters Score -2.22343e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -22235856.000000 Penalty: 5982.517090
	Iteration 19Q: 3 clusters Score -2.223586e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 166671 members 
Entering Unmasked Estep 
Score: -22237076.000000 Penalty: 5982.517090
	Iteration 20F: 3 clusters Score -2.223708e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -22238056.000000 Penalty: 5982.517090
	Iteration 21Q: 3 clusters Score -2.223806e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 169616 members 
Entering Unmasked Estep 
Score: -22238856.000000 Penalty: 5982.517090
	Iteration 22Q: 3 clusters Score -2.223886e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 170517 members 
Entering Unmasked Estep 
Score: -22239262.000000 Penalty: 5982.517090
	Iteration 23Q: 3 clusters Score -2.223926e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 171118 members 
Entering Unmasked Estep 
Score: -22239618.000000 Penalty: 5982.517090
	Iteration 24Q: 3 clusters Score -2.223962e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -22239904.000000 Penalty: 5982.517090
	Iteration 25Q: 3 clusters Score -2.22399e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -22240072.000000 Penalty: 5982.517090
	Iteration 26Q: 3 clusters Score -2.224007e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -22240164.000000 Penalty: 5982.517090
	Iteration 27Q: 3 clusters Score -2.224016e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 172148 members 
Entering Unmasked Estep 
Score: -22240252.000000 Penalty: 5982.517090
	Iteration 28Q: 3 clusters Score -2.224025e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 172244 members 
Entering Unmasked Estep 
Score: -22240330.000000 Penalty: 5982.517090
	Iteration 29Q: 3 clusters Score -2.224033e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 172319 members 
Entering Unmasked Estep 
Score: -22240354.000000 Penalty: 5982.517090
	Iteration 30Q: 3 clusters Score -2.224035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -22240384.000000 Penalty: 5982.517090
	Iteration 31Q: 3 clusters Score -2.224038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 172397 members 
Entering Unmasked Estep 
Score: -22240414.000000 Penalty: 5982.517090
	Iteration 32Q: 3 clusters Score -2.224041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -22240432.000000 Penalty: 5982.517090
	Iteration 33Q: 3 clusters Score -2.224043e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -22240428.000000 Penalty: 5982.517090
	Iteration 34Q: 3 clusters Score -2.224043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 172455 members 
Entering Unmasked Estep 
Score: -22240438.000000 Penalty: 5982.517090
	Iteration 35Q: 3 clusters Score -2.224044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 172469 members 
Entering Unmasked Estep 
Score: -22240458.000000 Penalty: 5982.517090
	Iteration 36Q: 3 clusters Score -2.224046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 172482 members 
Entering Unmasked Estep 
Score: -22240462.000000 Penalty: 5982.517090
	Iteration 37Q: 3 clusters Score -2.224046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 172489 members 
Entering Unmasked Estep 
Score: -22240472.000000 Penalty: 5982.517090
	Iteration 38Q: 3 clusters Score -2.224047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 172499 members 
Entering Unmasked Estep 
Score: -22240452.000000 Penalty: 5982.517090
	Iteration 39Q: 3 clusters Score -2.224045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -22240458.000000 Penalty: 5982.517090
	Iteration 40F: 3 clusters Score -2.224046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 172510 members 
Entering Unmasked Estep 
Score: -22240482.000000 Penalty: 5982.517090
	Iteration 41Q: 3 clusters Score -2.224048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -22240482.000000 Penalty: 5982.517090
	Iteration 42Q: 3 clusters Score -2.224048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 172524 members 
Entering Unmasked Estep 
Score: -22240482.000000 Penalty: 5982.517090
	Iteration 43Q: 3 clusters Score -2.224048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 172530 members 
Entering Unmasked Estep 
Score: -22240504.000000 Penalty: 5982.517090
	Iteration 44Q: 3 clusters Score -2.22405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 172533 members 
Entering Unmasked Estep 
Score: -22240514.000000 Penalty: 5982.517090
	Iteration 45Q: 3 clusters Score -2.224051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
Score: -22240512.000000 Penalty: 5982.517090
	Iteration 46Q: 3 clusters Score -2.224051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 172540 members 
Entering Unmasked Estep 
Score: -22240500.000000 Penalty: 5982.517090
	Iteration 47Q: 3 clusters Score -2.22405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 172544 members 
Entering Unmasked Estep 
Score: -22240496.000000 Penalty: 5982.517090
	Iteration 48Q: 3 clusters Score -2.22405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 172553 members 
Entering Unmasked Estep 
Score: -22240506.000000 Penalty: 5982.517090
	Iteration 49Q: 3 clusters Score -2.224051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 172559 members 
Entering Unmasked Estep 
Score: -22240508.000000 Penalty: 5982.517090
	Iteration 50Q: 3 clusters Score -2.224051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 172563 members 
Entering Unmasked Estep 
Score: -22240524.000000 Penalty: 5982.517090
	Iteration 51Q: 3 clusters Score -2.224052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 172564 members 
Entering Unmasked Estep 
Score: -22240526.000000 Penalty: 5982.517090
	Iteration 52Q: 3 clusters Score -2.224053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 172564 members 
Entering Unmasked Estep 
Score: -22240526.000000 Penalty: 5982.517090
	Iteration 53F: 3 clusters Score -2.224053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223050 members 
Entering Unmasked Estep 
Score: -28527450.000000 Penalty: 3054.157471
	Iteration 0F: 2 clusters Score -2.852745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -28386448.000000 Penalty: 6108.314941
	Iteration 0F: 3 clusters Score -2.838645e+07 nChanged 107670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 113867 members 
Entering Unmasked Estep 
Score: -28449248.000000 Penalty: 6108.314941
	Iteration 1F: 3 clusters Score -2.844925e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -28450294.000000 Penalty: 6108.314941
	Iteration 2Q: 3 clusters Score -2.845029e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 118017 members 
Entering Unmasked Estep 
Score: -28451798.000000 Penalty: 6108.314941
	Iteration 3Q: 3 clusters Score -2.84518e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -28453904.000000 Penalty: 6108.314941
	Iteration 4Q: 3 clusters Score -2.84539e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -28457546.000000 Penalty: 6108.314941
	Iteration 5Q: 3 clusters Score -2.845755e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -28463138.000000 Penalty: 6108.314941
	Iteration 6Q: 3 clusters Score -2.846314e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 145691 members 
Entering Unmasked Estep 
Score: -28472564.000000 Penalty: 6108.314941
	Iteration 7F: 3 clusters Score -2.847256e+07 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -28483934.000000 Penalty: 6108.314941
	Iteration 8F: 3 clusters Score -2.848393e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -28495152.000000 Penalty: 6108.314941
	Iteration 9F: 3 clusters Score -2.849515e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -28502230.000000 Penalty: 6108.314941
	Iteration 10Q: 3 clusters Score -2.850223e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 181322 members 
Entering Unmasked Estep 
Score: -28506146.000000 Penalty: 6108.314941
	Iteration 11Q: 3 clusters Score -2.850615e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 187579 members 
Entering Unmasked Estep 
Score: -28509182.000000 Penalty: 6108.314941
	Iteration 12Q: 3 clusters Score -2.850918e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 193846 members 
Entering Unmasked Estep 
Score: -28512078.000000 Penalty: 6108.314941
	Iteration 13Q: 3 clusters Score -2.851208e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 199921 members 
Entering Unmasked Estep 
Score: -28514514.000000 Penalty: 6108.314941
	Iteration 14Q: 3 clusters Score -2.851451e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 205516 members 
Entering Unmasked Estep 
Score: -28517004.000000 Penalty: 6108.314941
	Iteration 15Q: 3 clusters Score -2.8517e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 210496 members 
Entering Unmasked Estep 
Score: -28519176.000000 Penalty: 6108.314941
	Iteration 16Q: 3 clusters Score -2.851918e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 214504 members 
Entering Unmasked Estep 
Score: -28521042.000000 Penalty: 6108.314941
	Iteration 17Q: 3 clusters Score -2.852104e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 217542 members 
Entering Unmasked Estep 
Score: -28522482.000000 Penalty: 6108.314941
	Iteration 18Q: 3 clusters Score -2.852248e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 219650 members 
Entering Unmasked Estep 
Score: -28523540.000000 Penalty: 6108.314941
	Iteration 19Q: 3 clusters Score -2.852354e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 220964 members 
Entering Unmasked Estep 
Score: -28524082.000000 Penalty: 6108.314941
	Iteration 20F: 3 clusters Score -2.852408e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 221678 members 
Entering Unmasked Estep 
Score: -28524398.000000 Penalty: 6108.314941
	Iteration 21Q: 3 clusters Score -2.85244e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 222039 members 
Entering Unmasked Estep 
Score: -28524608.000000 Penalty: 6108.314941
	Iteration 22Q: 3 clusters Score -2.852461e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 222231 members 
Entering Unmasked Estep 
Score: -28524672.000000 Penalty: 6108.314941
	Iteration 23Q: 3 clusters Score -2.852467e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 222336 members 
Entering Unmasked Estep 
Score: -28524772.000000 Penalty: 6108.314941
	Iteration 24Q: 3 clusters Score -2.852477e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 222403 members 
Entering Unmasked Estep 
Score: -28524808.000000 Penalty: 6108.314941
	Iteration 25Q: 3 clusters Score -2.852481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 222441 members 
Entering Unmasked Estep 
Score: -28524830.000000 Penalty: 6108.314941
	Iteration 26Q: 3 clusters Score -2.852483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 222472 members 
Entering Unmasked Estep 
Score: -28524826.000000 Penalty: 6108.314941
	Iteration 27Q: 3 clusters Score -2.852483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 222484 members 
Entering Unmasked Estep 
Score: -28524816.000000 Penalty: 6108.314941
	Iteration 28Q: 3 clusters Score -2.852482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 222488 members 
Entering Unmasked Estep 
Score: -28524828.000000 Penalty: 6108.314941
	Iteration 29Q: 3 clusters Score -2.852483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 222492 members 
Entering Unmasked Estep 
Score: -28524830.000000 Penalty: 6108.314941
	Iteration 30Q: 3 clusters Score -2.852483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 222495 members 
Entering Unmasked Estep 
Score: -28524836.000000 Penalty: 6108.314941
	Iteration 31Q: 3 clusters Score -2.852484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 222497 members 
Entering Unmasked Estep 
Score: -28524836.000000 Penalty: 6108.314941
	Iteration 32Q: 3 clusters Score -2.852484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 222503 members 
Entering Unmasked Estep 
Score: -28524848.000000 Penalty: 6108.314941
	Iteration 33Q: 3 clusters Score -2.852485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 222509 members 
Entering Unmasked Estep 
Score: -28524866.000000 Penalty: 6108.314941
	Iteration 34Q: 3 clusters Score -2.852487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 222514 members 
Entering Unmasked Estep 
Score: -28524856.000000 Penalty: 6108.314941
	Iteration 35Q: 3 clusters Score -2.852486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 222521 members 
Entering Unmasked Estep 
Score: -28524868.000000 Penalty: 6108.314941
	Iteration 36Q: 3 clusters Score -2.852487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 222526 members 
Entering Unmasked Estep 
Score: -28524870.000000 Penalty: 6108.314941
	Iteration 37Q: 3 clusters Score -2.852487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 222529 members 
Entering Unmasked Estep 
Score: -28524876.000000 Penalty: 6108.314941
	Iteration 38Q: 3 clusters Score -2.852488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 222535 members 
Entering Unmasked Estep 
Score: -28524872.000000 Penalty: 6108.314941
	Iteration 39Q: 3 clusters Score -2.852487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 222542 members 
Entering Unmasked Estep 
Score: -28524896.000000 Penalty: 6108.314941
	Iteration 40F: 3 clusters Score -2.85249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 222546 members 
Entering Unmasked Estep 
Score: -28524898.000000 Penalty: 6108.314941
	Iteration 41Q: 3 clusters Score -2.85249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 222549 members 
Entering Unmasked Estep 
Score: -28524912.000000 Penalty: 6108.314941
	Iteration 42Q: 3 clusters Score -2.852491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 222550 members 
Entering Unmasked Estep 
Score: -28524916.000000 Penalty: 6108.314941
	Iteration 43Q: 3 clusters Score -2.852492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 222551 members 
Entering Unmasked Estep 
Score: -28524908.000000 Penalty: 6108.314941
	Iteration 44Q: 3 clusters Score -2.852491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 222555 members 
Entering Unmasked Estep 
Score: -28524914.000000 Penalty: 6108.314941
	Iteration 45Q: 3 clusters Score -2.852491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 222557 members 
Entering Unmasked Estep 
Score: -28524904.000000 Penalty: 6108.314941
	Iteration 46Q: 3 clusters Score -2.85249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 222558 members 
Entering Unmasked Estep 
Score: -28524928.000000 Penalty: 6108.314941
	Iteration 47Q: 3 clusters Score -2.852493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222560 members 
Entering Unmasked Estep 
Score: -28524916.000000 Penalty: 6108.314941
	Iteration 48Q: 3 clusters Score -2.852492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222560 members 
Entering Unmasked Estep 
Score: -28524906.000000 Penalty: 6108.314941
	Iteration 49Q: 3 clusters Score -2.852491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222560 members 
Entering Unmasked Estep 
Score: -28524914.000000 Penalty: 6108.314941
	Iteration 50Q: 3 clusters Score -2.852491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222560 members 
Entering Unmasked Estep 
Score: -28524898.000000 Penalty: 6108.314941
	Iteration 51Q: 3 clusters Score -2.85249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222560 members 
Entering Unmasked Estep 
Score: -28524898.000000 Penalty: 6108.314941
	Iteration 52F: 3 clusters Score -2.85249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Entering Unmasked Estep 
Score: -7896836.000000 Penalty: 2742.526611
	Iteration 0F: 2 clusters Score -7896836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -7854301.000000 Penalty: 5485.053223
	Iteration 0F: 3 clusters Score -7854301 nChanged 29593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -7870519.000000 Penalty: 5485.053223
	Iteration 1F: 3 clusters Score -7870519 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -7871024.500000 Penalty: 5485.053223
	Iteration 2Q: 3 clusters Score -7871024 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -7871616.500000 Penalty: 5485.053223
	Iteration 3Q: 3 clusters Score -7871616 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -7872199.000000 Penalty: 5485.053223
	Iteration 4Q: 3 clusters Score -7872199 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -7873001.500000 Penalty: 5485.053223
	Iteration 5Q: 3 clusters Score -7873002 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -7874179.500000 Penalty: 5485.053223
	Iteration 6Q: 3 clusters Score -7874180 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -7876301.000000 Penalty: 5485.053223
	Iteration 7F: 3 clusters Score -7876301 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -7879786.500000 Penalty: 5485.053223
	Iteration 8F: 3 clusters Score -7879786 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -7884560.500000 Penalty: 5485.053223
	Iteration 9F: 3 clusters Score -7884560 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -7889072.000000 Penalty: 5485.053223
	Iteration 10F: 3 clusters Score -7889072 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7891939.000000 Penalty: 5485.053223
	Iteration 11Q: 3 clusters Score -7891939 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7893362.500000 Penalty: 5485.053223
	Iteration 12Q: 3 clusters Score -7893362 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7893968.500000 Penalty: 5485.053223
	Iteration 13Q: 3 clusters Score -7893968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7894216.500000 Penalty: 5485.053223
	Iteration 14Q: 3 clusters Score -7894216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7894310.000000 Penalty: 5485.053223
	Iteration 15Q: 3 clusters Score -7894310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7894380.000000 Penalty: 5485.053223
	Iteration 16Q: 3 clusters Score -7894380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7894412.000000 Penalty: 5485.053223
	Iteration 17Q: 3 clusters Score -7894412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7894440.500000 Penalty: 5485.053223
	Iteration 18Q: 3 clusters Score -7894440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7894450.000000 Penalty: 5485.053223
	Iteration 19Q: 3 clusters Score -7894450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7894472.500000 Penalty: 5485.053223
	Iteration 20F: 3 clusters Score -7894472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7894478.500000 Penalty: 5485.053223
	Iteration 21Q: 3 clusters Score -7894478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7894486.500000 Penalty: 5485.053223
	Iteration 22Q: 3 clusters Score -7894486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7894508.500000 Penalty: 5485.053223
	Iteration 23Q: 3 clusters Score -7894508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7894504.500000 Penalty: 5485.053223
	Iteration 24Q: 3 clusters Score -7894504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7894512.000000 Penalty: 5485.053223
	Iteration 25Q: 3 clusters Score -7894512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7894527.000000 Penalty: 5485.053223
	Iteration 26Q: 3 clusters Score -7894527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7894526.500000 Penalty: 5485.053223
	Iteration 27Q: 3 clusters Score -7894526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7894520.000000 Penalty: 5485.053223
	Iteration 28Q: 3 clusters Score -7894520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63128 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7894529.500000 Penalty: 5485.053223
	Iteration 29Q: 3 clusters Score -7894530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7894535.500000 Penalty: 5485.053223
	Iteration 30Q: 3 clusters Score -7894536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7894536.500000 Penalty: 5485.053223
	Iteration 31Q: 3 clusters Score -7894536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7894535.500000 Penalty: 5485.053223
	Iteration 32Q: 3 clusters Score -7894536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7894537.000000 Penalty: 5485.053223
	Iteration 33Q: 3 clusters Score -7894537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7894541.000000 Penalty: 5485.053223
	Iteration 34Q: 3 clusters Score -7894541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7894534.000000 Penalty: 5485.053223
	Iteration 35Q: 3 clusters Score -7894534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7894541.000000 Penalty: 5485.053223
	Iteration 36Q: 3 clusters Score -7894541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7894541.500000 Penalty: 5485.053223
	Iteration 37Q: 3 clusters Score -7894542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7894543.500000 Penalty: 5485.053223
	Iteration 38Q: 3 clusters Score -7894544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7894545.000000 Penalty: 5485.053223
	Iteration 39Q: 3 clusters Score -7894545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7894551.500000 Penalty: 5485.053223
	Iteration 40F: 3 clusters Score -7894552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174648 members 
Entering Unmasked Estep 
Score: -22362152.000000 Penalty: 2993.490967
	Iteration 0F: 2 clusters Score -2.236215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -22246206.000000 Penalty: 5986.981934
	Iteration 0F: 3 clusters Score -2.224621e+07 nChanged 83665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -22294518.000000 Penalty: 5986.981934
	Iteration 1F: 3 clusters Score -2.229452e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -22295458.000000 Penalty: 5986.981934
	Iteration 2Q: 3 clusters Score -2.229546e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -22296514.000000 Penalty: 5986.981934
	Iteration 3Q: 3 clusters Score -2.229651e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -22297848.000000 Penalty: 5986.981934
	Iteration 4Q: 3 clusters Score -2.229785e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -22299578.000000 Penalty: 5986.981934
	Iteration 5Q: 3 clusters Score -2.229958e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -22302058.000000 Penalty: 5986.981934
	Iteration 6Q: 3 clusters Score -2.230206e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -22305986.000000 Penalty: 5986.981934
	Iteration 7Q: 3 clusters Score -2.230599e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115488 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -22312316.000000 Penalty: 5986.981934
	Iteration 8F: 3 clusters Score -2.231232e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -22321566.000000 Penalty: 5986.981934
	Iteration 9F: 3 clusters Score -2.232157e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141295 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -22333138.000000 Penalty: 5986.981934
	Iteration 10F: 3 clusters Score -2.233314e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154208 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -22344592.000000 Penalty: 5986.981934
	Iteration 11F: 3 clusters Score -2.234459e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163367 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -22352636.000000 Penalty: 5986.981934
	Iteration 12F: 3 clusters Score -2.235264e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168275 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -22356952.000000 Penalty: 5986.981934
	Iteration 13Q: 3 clusters Score -2.235695e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170440 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -22358802.000000 Penalty: 5986.981934
	Iteration 14Q: 3 clusters Score -2.23588e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171386 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -22359504.000000 Penalty: 5986.981934
	Iteration 15Q: 3 clusters Score -2.23595e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22359822.000000 Penalty: 5986.981934
	Iteration 16Q: 3 clusters Score -2.235982e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -22359986.000000 Penalty: 5986.981934
	Iteration 17Q: 3 clusters Score -2.235999e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172255 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -22360090.000000 Penalty: 5986.981934
	Iteration 18Q: 3 clusters Score -2.236009e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172400 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -22360176.000000 Penalty: 5986.981934
	Iteration 19Q: 3 clusters Score -2.236018e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22360248.000000 Penalty: 5986.981934
	Iteration 20F: 3 clusters Score -2.236025e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -22360276.000000 Penalty: 5986.981934
	Iteration 21Q: 3 clusters Score -2.236028e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22360286.000000 Penalty: 5986.981934
	Iteration 22Q: 3 clusters Score -2.236029e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22360288.000000 Penalty: 5986.981934
	Iteration 23Q: 3 clusters Score -2.236029e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -22360308.000000 Penalty: 5986.981934
	Iteration 24Q: 3 clusters Score -2.236031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172721 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22360312.000000 Penalty: 5986.981934
	Iteration 25Q: 3 clusters Score -2.236031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22360332.000000 Penalty: 5986.981934
	Iteration 26Q: 3 clusters Score -2.236033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172745 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -22360342.000000 Penalty: 5986.981934
	Iteration 27Q: 3 clusters Score -2.236034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22360334.000000 Penalty: 5986.981934
	Iteration 28Q: 3 clusters Score -2.236033e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22360366.000000 Penalty: 5986.981934
	Iteration 29Q: 3 clusters Score -2.236037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172775 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -22360362.000000 Penalty: 5986.981934
	Iteration 30Q: 3 clusters Score -2.236036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172783 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22360352.000000 Penalty: 5986.981934
	Iteration 31Q: 3 clusters Score -2.236035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172790 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -22360352.000000 Penalty: 5986.981934
	Iteration 32Q: 3 clusters Score -2.236035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22360350.000000 Penalty: 5986.981934
	Iteration 33Q: 3 clusters Score -2.236035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -22360352.000000 Penalty: 5986.981934
	Iteration 34Q: 3 clusters Score -2.236035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -22360368.000000 Penalty: 5986.981934
	Iteration 35Q: 3 clusters Score -2.236037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -22360360.000000 Penalty: 5986.981934
	Iteration 36Q: 3 clusters Score -2.236036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22360348.000000 Penalty: 5986.981934
	Iteration 37Q: 3 clusters Score -2.236035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -22360336.000000 Penalty: 5986.981934
	Iteration 38Q: 3 clusters Score -2.236034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22360350.000000 Penalty: 5986.981934
	Iteration 39Q: 3 clusters Score -2.236035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172805 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -22360354.000000 Penalty: 5986.981934
	Iteration 40F: 3 clusters Score -2.236035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22360356.000000 Penalty: 5986.981934
	Iteration 41Q: 3 clusters Score -2.236036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22360358.000000 Penalty: 5986.981934
	Iteration 42Q: 3 clusters Score -2.236036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22360358.000000 Penalty: 5986.981934
	Iteration 43F: 3 clusters Score -2.236036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -258587.718750 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -258587.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -255851.015625 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -255851 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -256323.250000 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -256323.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -256454.343750 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -256454.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -256525.609375 Penalty: 3811.424805
	Iteration 3Q: 3 clusters Score -256525.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -256577.484375 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -256577.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -256616.375000 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -256616.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -256643.484375 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -256643.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -256667.093750 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -256667.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -256689.718750 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -256689.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -256706.859375 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -256706.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256723.156250 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -256723.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -256737.671875 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -256737.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -256750.968750 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -256751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -256761.359375 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -256761.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -256769.312500 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -256769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -256776.875000 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -256776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -256785.234375 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -256785.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -256791.625000 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -256791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -256798.234375 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -256798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -256802.843750 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -256802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -256805.125000 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -256805.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256809.453125 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -256809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -256814.437500 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -256814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -256821.968750 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -256822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -256827.484375 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -256827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -256830.765625 Penalty: 3811.424805
	Iteration 25Q: 3 clusters Score -256830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -256835.343750 Penalty: 3811.424805
	Iteration 26Q: 3 clusters Score -256835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -256835.343750 Penalty: 3811.424805
	Iteration 27F: 3 clusters Score -256835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51968.574219 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -51968.57 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52503.437500 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52503.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52776.500000 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52776.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52899.996094 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -52900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53003.703125 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53003.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53106.355469 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53106.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53161.558594 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53161.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53200.023438 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53200.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53263.964844 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53263.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53298.628906 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53298.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53344.527344 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53344.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53359.578125 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53359.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53367.593750 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53367.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53369.488281 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53369.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53369.488281 Penalty: 3115.076416
	Iteration 14F: 3 clusters Score -53369.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Entering Unmasked Estep 
Score: -6429110.500000 Penalty: 2682.450195
	Iteration 0F: 2 clusters Score -6429110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -6395635.500000 Penalty: 5364.900391
	Iteration 0F: 3 clusters Score -6395636 nChanged 22892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -6408339.000000 Penalty: 5364.900391
	Iteration 1F: 3 clusters Score -6408339 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6409043.000000 Penalty: 5364.900391
	Iteration 2Q: 3 clusters Score -6409043 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6410072.000000 Penalty: 5364.900391
	Iteration 3Q: 3 clusters Score -6410072 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6411457.500000 Penalty: 5364.900391
	Iteration 4F: 3 clusters Score -6411458 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -6413336.000000 Penalty: 5364.900391
	Iteration 5F: 3 clusters Score -6413336 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -6416062.000000 Penalty: 5364.900391
	Iteration 6F: 3 clusters Score -6416062 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -6419372.000000 Penalty: 5364.900391
	Iteration 7F: 3 clusters Score -6419372 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -6422438.500000 Penalty: 5364.900391
	Iteration 8F: 3 clusters Score -6422438 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6423993.000000 Penalty: 5364.900391
	Iteration 9Q: 3 clusters Score -6423993 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -6424535.000000 Penalty: 5364.900391
	Iteration 10Q: 3 clusters Score -6424535 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -6424762.500000 Penalty: 5364.900391
	Iteration 11Q: 3 clusters Score -6424762 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -6424918.000000 Penalty: 5364.900391
	Iteration 12Q: 3 clusters Score -6424918 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -6425075.000000 Penalty: 5364.900391
	Iteration 13Q: 3 clusters Score -6425075 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -6425160.500000 Penalty: 5364.900391
	Iteration 14Q: 3 clusters Score -6425160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -6425256.000000 Penalty: 5364.900391
	Iteration 15Q: 3 clusters Score -6425256 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -6425350.000000 Penalty: 5364.900391
	Iteration 16Q: 3 clusters Score -6425350 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -6425444.500000 Penalty: 5364.900391
	Iteration 17Q: 3 clusters Score -6425444 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6425513.000000 Penalty: 5364.900391
	Iteration 18Q: 3 clusters Score -6425513 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -6425602.000000 Penalty: 5364.900391
	Iteration 19Q: 3 clusters Score -6425602 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -6425686.000000 Penalty: 5364.900391
	Iteration 20F: 3 clusters Score -6425686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -6425779.500000 Penalty: 5364.900391
	Iteration 21Q: 3 clusters Score -6425780 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6425888.000000 Penalty: 5364.900391
	Iteration 22Q: 3 clusters Score -6425888 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -6425964.000000 Penalty: 5364.900391
	Iteration 23Q: 3 clusters Score -6425964 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6426054.500000 Penalty: 5364.900391
	Iteration 24Q: 3 clusters Score -6426054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -6426153.000000 Penalty: 5364.900391
	Iteration 25Q: 3 clusters Score -6426153 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -6426231.500000 Penalty: 5364.900391
	Iteration 26Q: 3 clusters Score -6426232 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6426295.500000 Penalty: 5364.900391
	Iteration 27Q: 3 clusters Score -6426296 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6426349.500000 Penalty: 5364.900391
	Iteration 28Q: 3 clusters Score -6426350 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -6426399.000000 Penalty: 5364.900391
	Iteration 29Q: 3 clusters Score -6426399 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6426460.000000 Penalty: 5364.900391
	Iteration 30Q: 3 clusters Score -6426460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6426514.500000 Penalty: 5364.900391
	Iteration 31Q: 3 clusters Score -6426514 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6426557.000000 Penalty: 5364.900391
	Iteration 32Q: 3 clusters Score -6426557 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6426609.500000 Penalty: 5364.900391
	Iteration 33Q: 3 clusters Score -6426610 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6426632.000000 Penalty: 5364.900391
	Iteration 34Q: 3 clusters Score -6426632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -6426653.000000 Penalty: 5364.900391
	Iteration 35Q: 3 clusters Score -6426653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6426660.500000 Penalty: 5364.900391
	Iteration 36Q: 3 clusters Score -6426660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6426691.500000 Penalty: 5364.900391
	Iteration 37Q: 3 clusters Score -6426692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6426713.000000 Penalty: 5364.900391
	Iteration 38Q: 3 clusters Score -6426713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6426748.000000 Penalty: 5364.900391
	Iteration 39Q: 3 clusters Score -6426748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -6426756.500000 Penalty: 5364.900391
	Iteration 40F: 3 clusters Score -6426756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6426773.500000 Penalty: 5364.900391
	Iteration 41Q: 3 clusters Score -6426774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6426809.000000 Penalty: 5364.900391
	Iteration 42Q: 3 clusters Score -6426809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6426811.000000 Penalty: 5364.900391
	Iteration 43Q: 3 clusters Score -6426811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6426831.000000 Penalty: 5364.900391
	Iteration 44Q: 3 clusters Score -6426831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6426843.000000 Penalty: 5364.900391
	Iteration 45Q: 3 clusters Score -6426843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6426850.500000 Penalty: 5364.900391
	Iteration 46Q: 3 clusters Score -6426850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6426858.500000 Penalty: 5364.900391
	Iteration 47Q: 3 clusters Score -6426858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6426879.500000 Penalty: 5364.900391
	Iteration 48Q: 3 clusters Score -6426880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6426909.500000 Penalty: 5364.900391
	Iteration 49Q: 3 clusters Score -6426910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6426932.500000 Penalty: 5364.900391
	Iteration 50Q: 3 clusters Score -6426932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6426945.500000 Penalty: 5364.900391
	Iteration 51Q: 3 clusters Score -6426946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6426943.500000 Penalty: 5364.900391
	Iteration 52Q: 3 clusters Score -6426944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6426941.000000 Penalty: 5364.900391
	Iteration 53Q: 3 clusters Score -6426941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6426940.500000 Penalty: 5364.900391
	Iteration 54Q: 3 clusters Score -6426940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6426952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6426980.500000 Penalty: 5364.900391
	Iteration 56Q: 3 clusters Score -6426980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6426982.000000 Penalty: 5364.900391
	Iteration 57Q: 3 clusters Score -6426982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6427000.000000 Penalty: 5364.900391
	Iteration 58Q: 3 clusters Score -6427000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6427005.500000 Penalty: 5364.900391
	Iteration 59Q: 3 clusters Score -6427006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6427013.000000 Penalty: 5364.900391
	Iteration 60F: 3 clusters Score -6427013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6427019.500000 Penalty: 5364.900391
	Iteration 61Q: 3 clusters Score -6427020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6427024.500000 Penalty: 5364.900391
	Iteration 62Q: 3 clusters Score -6427024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6427023.000000 Penalty: 5364.900391
	Iteration 63Q: 3 clusters Score -6427023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6427036.500000 Penalty: 5364.900391
	Iteration 64Q: 3 clusters Score -6427036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6427045.000000 Penalty: 5364.900391
	Iteration 65Q: 3 clusters Score -6427045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6427045.500000 Penalty: 5364.900391
	Iteration 66Q: 3 clusters Score -6427046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6427047.500000 Penalty: 5364.900391
	Iteration 67Q: 3 clusters Score -6427048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6427054.500000 Penalty: 5364.900391
	Iteration 68Q: 3 clusters Score -6427054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6427065.500000 Penalty: 5364.900391
	Iteration 69Q: 3 clusters Score -6427066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6427080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6427077.500000 Penalty: 5364.900391
	Iteration 71Q: 3 clusters Score -6427078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6427087.500000 Penalty: 5364.900391
	Iteration 72Q: 3 clusters Score -6427088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6427085.000000 Penalty: 5364.900391
	Iteration 73Q: 3 clusters Score -6427085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6427091.500000 Penalty: 5364.900391
	Iteration 74Q: 3 clusters Score -6427092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6427096.000000 Penalty: 5364.900391
	Iteration 75Q: 3 clusters Score -6427096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6427092.000000 Penalty: 5364.900391
	Iteration 76Q: 3 clusters Score -6427092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6427105.500000 Penalty: 5364.900391
	Iteration 77Q: 3 clusters Score -6427106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6427109.500000 Penalty: 5364.900391
	Iteration 78Q: 3 clusters Score -6427110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6427119.000000 Penalty: 5364.900391
	Iteration 79Q: 3 clusters Score -6427119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6427108.500000 Penalty: 5364.900391
	Iteration 80F: 3 clusters Score -6427108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6427110.000000 Penalty: 5364.900391
	Iteration 81Q: 3 clusters Score -6427110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6427110.000000 Penalty: 5364.900391
	Iteration 82Q: 3 clusters Score -6427110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6427122.500000 Penalty: 5364.900391
	Iteration 83Q: 3 clusters Score -6427122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6427127.500000 Penalty: 5364.900391
	Iteration 84Q: 3 clusters Score -6427128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6427127.000000 Penalty: 5364.900391
	Iteration 85Q: 3 clusters Score -6427127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6427132.000000 Penalty: 5364.900391
	Iteration 86Q: 3 clusters Score -6427132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6427129.500000 Penalty: 5364.900391
	Iteration 87Q: 3 clusters Score -6427130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6427128.500000 Penalty: 5364.900391
	Iteration 88Q: 3 clusters Score -6427128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6427130.500000 Penalty: 5364.900391
	Iteration 89Q: 3 clusters Score -6427130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6427124.000000 Penalty: 5364.900391
	Iteration 90Q: 3 clusters Score -6427124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6427128.000000 Penalty: 5364.900391
	Iteration 91Q: 3 clusters Score -6427128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6427129.000000 Penalty: 5364.900391
	Iteration 92Q: 3 clusters Score -6427129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6427131.000000 Penalty: 5364.900391
	Iteration 93Q: 3 clusters Score -6427131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6427129.000000 Penalty: 5364.900391
	Iteration 94Q: 3 clusters Score -6427129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6427124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6427125.500000 Penalty: 5364.900391
	Iteration 96Q: 3 clusters Score -6427126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6427129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6427126.500000 Penalty: 5364.900391
	Iteration 98Q: 3 clusters Score -6427126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6427130.500000 Penalty: 5364.900391
	Iteration 99Q: 3 clusters Score -6427130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6427132.000000 Penalty: 5364.900391
	Iteration 100F: 3 clusters Score -6427132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6427128.000000 Penalty: 5364.900391
	Iteration 101Q: 3 clusters Score -6427128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6427123.000000 Penalty: 5364.900391
	Iteration 102Q: 3 clusters Score -6427123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6427123.500000 Penalty: 5364.900391
	Iteration 103Q: 3 clusters Score -6427124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6427123.000000 Penalty: 5364.900391
	Iteration 104Q: 3 clusters Score -6427123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6427122.000000 Penalty: 5364.900391
	Iteration 105Q: 3 clusters Score -6427122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6427126.000000 Penalty: 5364.900391
	Iteration 106Q: 3 clusters Score -6427126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6427129.500000 Penalty: 5364.900391
	Iteration 107Q: 3 clusters Score -6427130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6427130 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
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	Iteration 109F: 3 clusters Score -6427130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63822 members 
Entering Unmasked Estep 
Score: -8222785.500000 Penalty: 2743.835693
	Iteration 0F: 2 clusters Score -8222786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -8179960.500000 Penalty: 5487.671387
	Iteration 0F: 3 clusters Score -8179960 nChanged 29704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8196588 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8197329 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -8198256.000000 Penalty: 5487.671387
	Iteration 3Q: 3 clusters Score -8198256 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -8199482.500000 Penalty: 5487.671387
	Iteration 4Q: 3 clusters Score -8199482 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8201412.500000 Penalty: 5487.671387
	Iteration 5F: 3 clusters Score -8201412 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -8203999.500000 Penalty: 5487.671387
	Iteration 6F: 3 clusters Score -8204000 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -8207488.000000 Penalty: 5487.671387
	Iteration 7F: 3 clusters Score -8207488 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -8211175.000000 Penalty: 5487.671387
	Iteration 8F: 3 clusters Score -8211175 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -8214066.000000 Penalty: 5487.671387
	Iteration 9F: 3 clusters Score -8214066 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -8216038.500000 Penalty: 5487.671387
	Iteration 10Q: 3 clusters Score -8216038 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -8217191.500000 Penalty: 5487.671387
	Iteration 11Q: 3 clusters Score -8217192 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8217887.000000 Penalty: 5487.671387
	Iteration 12Q: 3 clusters Score -8217887 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8218309.000000 Penalty: 5487.671387
	Iteration 13Q: 3 clusters Score -8218309 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -8218630.500000 Penalty: 5487.671387
	Iteration 14Q: 3 clusters Score -8218630 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -8218939.500000 Penalty: 5487.671387
	Iteration 15Q: 3 clusters Score -8218940 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -8219138.000000 Penalty: 5487.671387
	Iteration 16Q: 3 clusters Score -8219138 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8219363.500000 Penalty: 5487.671387
	Iteration 17Q: 3 clusters Score -8219364 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8219551.000000 Penalty: 5487.671387
	Iteration 18Q: 3 clusters Score -8219551 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8219697.000000 Penalty: 5487.671387
	Iteration 19Q: 3 clusters Score -8219697 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8219795.000000 Penalty: 5487.671387
	Iteration 20F: 3 clusters Score -8219795 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -8219909.000000 Penalty: 5487.671387
	Iteration 21Q: 3 clusters Score -8219909 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8219971.000000 Penalty: 5487.671387
	Iteration 22Q: 3 clusters Score -8219971 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8220025.500000 Penalty: 5487.671387
	Iteration 23Q: 3 clusters Score -8220026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60871 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8220095.500000 Penalty: 5487.671387
	Iteration 24Q: 3 clusters Score -8220096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8220153.500000 Penalty: 5487.671387
	Iteration 25Q: 3 clusters Score -8220154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8220216.500000 Penalty: 5487.671387
	Iteration 26Q: 3 clusters Score -8220216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8220237.000000 Penalty: 5487.671387
	Iteration 27Q: 3 clusters Score -8220237 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8220280.500000 Penalty: 5487.671387
	Iteration 28Q: 3 clusters Score -8220280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8220320.500000 Penalty: 5487.671387
	Iteration 29Q: 3 clusters Score -8220320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8220354.500000 Penalty: 5487.671387
	Iteration 30Q: 3 clusters Score -8220354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8220388.500000 Penalty: 5487.671387
	Iteration 31Q: 3 clusters Score -8220388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8220408.000000 Penalty: 5487.671387
	Iteration 32Q: 3 clusters Score -8220408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8220431.000000 Penalty: 5487.671387
	Iteration 33Q: 3 clusters Score -8220431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8220444.500000 Penalty: 5487.671387
	Iteration 34Q: 3 clusters Score -8220444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8220452.000000 Penalty: 5487.671387
	Iteration 35Q: 3 clusters Score -8220452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8220465.500000 Penalty: 5487.671387
	Iteration 36Q: 3 clusters Score -8220466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8220477.000000 Penalty: 5487.671387
	Iteration 37Q: 3 clusters Score -8220477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8220483.500000 Penalty: 5487.671387
	Iteration 38Q: 3 clusters Score -8220484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8220489.500000 Penalty: 5487.671387
	Iteration 39Q: 3 clusters Score -8220490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8220492.000000 Penalty: 5487.671387
	Iteration 40F: 3 clusters Score -8220492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8220497.500000 Penalty: 5487.671387
	Iteration 41Q: 3 clusters Score -8220498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8220500.500000 Penalty: 5487.671387
	Iteration 42Q: 3 clusters Score -8220500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8220512.000000 Penalty: 5487.671387
	Iteration 43Q: 3 clusters Score -8220512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8220511.000000 Penalty: 5487.671387
	Iteration 44Q: 3 clusters Score -8220511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8220513.500000 Penalty: 5487.671387
	Iteration 45Q: 3 clusters Score -8220514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8220523.500000 Penalty: 5487.671387
	Iteration 46Q: 3 clusters Score -8220524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8220530.000000 Penalty: 5487.671387
	Iteration 47Q: 3 clusters Score -8220530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8220527.500000 Penalty: 5487.671387
	Iteration 48Q: 3 clusters Score -8220528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8220523.500000 Penalty: 5487.671387
	Iteration 49Q: 3 clusters Score -8220524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8220520.000000 Penalty: 5487.671387
	Iteration 50Q: 3 clusters Score -8220520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8220524.500000 Penalty: 5487.671387
	Iteration 51Q: 3 clusters Score -8220524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8220526.000000 Penalty: 5487.671387
	Iteration 52Q: 3 clusters Score -8220526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8220519.500000 Penalty: 5487.671387
	Iteration 53Q: 3 clusters Score -8220520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8220525.000000 Penalty: 5487.671387
	Iteration 54Q: 3 clusters Score -8220525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8220535.500000 Penalty: 5487.671387
	Iteration 55Q: 3 clusters Score -8220536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8220537.500000 Penalty: 5487.671387
	Iteration 56Q: 3 clusters Score -8220538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8220536.000000 Penalty: 5487.671387
	Iteration 57Q: 3 clusters Score -8220536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8220537.500000 Penalty: 5487.671387
	Iteration 58Q: 3 clusters Score -8220538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8220535.500000 Penalty: 5487.671387
	Iteration 59Q: 3 clusters Score -8220536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8220533.500000 Penalty: 5487.671387
	Iteration 60F: 3 clusters Score -8220534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8220535.000000 Penalty: 5487.671387
	Iteration 61Q: 3 clusters Score -8220535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8220535.000000 Penalty: 5487.671387
	Iteration 62Q: 3 clusters Score -8220535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8220548.000000 Penalty: 5487.671387
	Iteration 63Q: 3 clusters Score -8220548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8220542.000000 Penalty: 5487.671387
	Iteration 64Q: 3 clusters Score -8220542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8220550.500000 Penalty: 5487.671387
	Iteration 65Q: 3 clusters Score -8220550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8220552.500000 Penalty: 5487.671387
	Iteration 66Q: 3 clusters Score -8220552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8220543.000000 Penalty: 5487.671387
	Iteration 67Q: 3 clusters Score -8220543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8220545.500000 Penalty: 5487.671387
	Iteration 68Q: 3 clusters Score -8220546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8220550.000000 Penalty: 5487.671387
	Iteration 69Q: 3 clusters Score -8220550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8220552.500000 Penalty: 5487.671387
	Iteration 70Q: 3 clusters Score -8220552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8220550.500000 Penalty: 5487.671387
	Iteration 71Q: 3 clusters Score -8220550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8220549.000000 Penalty: 5487.671387
	Iteration 72Q: 3 clusters Score -8220549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8220546.500000 Penalty: 5487.671387
	Iteration 73Q: 3 clusters Score -8220546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8220544.000000 Penalty: 5487.671387
	Iteration 74Q: 3 clusters Score -8220544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8220549.000000 Penalty: 5487.671387
	Iteration 75Q: 3 clusters Score -8220549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8220550.000000 Penalty: 5487.671387
	Iteration 76Q: 3 clusters Score -8220550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8220553.500000 Penalty: 5487.671387
	Iteration 77Q: 3 clusters Score -8220554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8220556.000000 Penalty: 5487.671387
	Iteration 78Q: 3 clusters Score -8220556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8220554.000000 Penalty: 5487.671387
	Iteration 79Q: 3 clusters Score -8220554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8220554.000000 Penalty: 5487.671387
	Iteration 80F: 3 clusters Score -8220554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Entering Unmasked Estep 
Score: -3843813.000000 Penalty: 2556.818604
	Iteration 0F: 2 clusters Score -3843813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3823147.250000 Penalty: 5113.637207
	Iteration 0F: 3 clusters Score -3823147 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3830520.250000 Penalty: 5113.637207
	Iteration 1F: 3 clusters Score -3830520 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3830852.500000 Penalty: 5113.637207
	Iteration 2Q: 3 clusters Score -3830852 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3831114.000000 Penalty: 5113.637207
	Iteration 3Q: 3 clusters Score -3831114 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3831303.000000 Penalty: 5113.637207
	Iteration 4Q: 3 clusters Score -3831303 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3831449.750000 Penalty: 5113.637207
	Iteration 5Q: 3 clusters Score -3831450 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3831562.750000 Penalty: 5113.637207
	Iteration 6Q: 3 clusters Score -3831563 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3831661.000000 Penalty: 5113.637207
	Iteration 7Q: 3 clusters Score -3831661 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3831787.750000 Penalty: 5113.637207
	Iteration 8Q: 3 clusters Score -3831788 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3831902.750000 Penalty: 5113.637207
	Iteration 9Q: 3 clusters Score -3831903 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3831984.250000 Penalty: 5113.637207
	Iteration 10Q: 3 clusters Score -3831984 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3832093.250000 Penalty: 5113.637207
	Iteration 11Q: 3 clusters Score -3832093 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3832255.000000 Penalty: 5113.637207
	Iteration 12Q: 3 clusters Score -3832255 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3832459.500000 Penalty: 5113.637207
	Iteration 13Q: 3 clusters Score -3832460 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3832723.250000 Penalty: 5113.637207
	Iteration 14Q: 3 clusters Score -3832723 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3833127.500000 Penalty: 5113.637207
	Iteration 15Q: 3 clusters Score -3833128 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3833694.750000 Penalty: 5113.637207
	Iteration 16Q: 3 clusters Score -3833695 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3834515.750000 Penalty: 5113.637207
	Iteration 17Q: 3 clusters Score -3834516 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3835645.750000 Penalty: 5113.637207
	Iteration 18F: 3 clusters Score -3835646 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3837088.750000 Penalty: 5113.637207
	Iteration 19F: 3 clusters Score -3837089 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3838476.250000 Penalty: 5113.637207
	Iteration 20F: 3 clusters Score -3838476 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3839691.000000 Penalty: 5113.637207
	Iteration 21Q: 3 clusters Score -3839691 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3840528.250000 Penalty: 5113.637207
	Iteration 22Q: 3 clusters Score -3840528 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3840912.500000 Penalty: 5113.637207
	Iteration 23Q: 3 clusters Score -3840912 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3841154.500000 Penalty: 5113.637207
	Iteration 24Q: 3 clusters Score -3841154 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3841267.750000 Penalty: 5113.637207
	Iteration 25Q: 3 clusters Score -3841268 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3841323.000000 Penalty: 5113.637207
	Iteration 26Q: 3 clusters Score -3841323 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3841379.000000 Penalty: 5113.637207
	Iteration 27Q: 3 clusters Score -3841379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3841436.750000 Penalty: 5113.637207
	Iteration 28Q: 3 clusters Score -3841437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3841470.750000 Penalty: 5113.637207
	Iteration 29Q: 3 clusters Score -3841471 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3841507.750000 Penalty: 5113.637207
	Iteration 30Q: 3 clusters Score -3841508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3841511.250000 Penalty: 5113.637207
	Iteration 31Q: 3 clusters Score -3841511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3841519.000000 Penalty: 5113.637207
	Iteration 32Q: 3 clusters Score -3841519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3841533.500000 Penalty: 5113.637207
	Iteration 33Q: 3 clusters Score -3841534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3841533.250000 Penalty: 5113.637207
	Iteration 34Q: 3 clusters Score -3841533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3841533.500000 Penalty: 5113.637207
	Iteration 35Q: 3 clusters Score -3841534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3841538.750000 Penalty: 5113.637207
	Iteration 36Q: 3 clusters Score -3841539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3841541.500000 Penalty: 5113.637207
	Iteration 37Q: 3 clusters Score -3841542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3841547.250000 Penalty: 5113.637207
	Iteration 38Q: 3 clusters Score -3841547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3841549.750000 Penalty: 5113.637207
	Iteration 39Q: 3 clusters Score -3841550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3841549.500000 Penalty: 5113.637207
	Iteration 40F: 3 clusters Score -3841550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3841550.000000 Penalty: 5113.637207
	Iteration 41Q: 3 clusters Score -3841550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3841550.500000 Penalty: 5113.637207
	Iteration 42Q: 3 clusters Score -3841550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3841550.500000 Penalty: 5113.637207
	Iteration 43F: 3 clusters Score -3841550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216010 members 
Entering Unmasked Estep 
Score: -27750500.000000 Penalty: 3046.203857
	Iteration 0F: 2 clusters Score -2.77505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -27613740.000000 Penalty: 6092.407715
	Iteration 0F: 3 clusters Score -2.761374e+07 nChanged 104050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -27675112.000000 Penalty: 6092.407715
	Iteration 1F: 3 clusters Score -2.767511e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -27676446.000000 Penalty: 6092.407715
	Iteration 2Q: 3 clusters Score -2.767645e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115222 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -27677906.000000 Penalty: 6092.407715
	Iteration 3Q: 3 clusters Score -2.767791e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -27679990.000000 Penalty: 6092.407715
	Iteration 4Q: 3 clusters Score -2.767999e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -27683820.000000 Penalty: 6092.407715
	Iteration 5Q: 3 clusters Score -2.768382e+07 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135337 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -27690080.000000 Penalty: 6092.407715
	Iteration 6F: 3 clusters Score -2.769008e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147819 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -27700470.000000 Penalty: 6092.407715
	Iteration 7F: 3 clusters Score -2.770047e+07 nChanged 15578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -27714126.000000 Penalty: 6092.407715
	Iteration 8F: 3 clusters Score -2.771413e+07 nChanged 13637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -27726396.000000 Penalty: 6092.407715
	Iteration 9F: 3 clusters Score -2.77264e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -27735078.000000 Penalty: 6092.407715
	Iteration 10Q: 3 clusters Score -2.773508e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -27739598.000000 Penalty: 6092.407715
	Iteration 11Q: 3 clusters Score -2.77396e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194279 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -27742200.000000 Penalty: 6092.407715
	Iteration 12Q: 3 clusters Score -2.77422e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198638 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -27743672.000000 Penalty: 6092.407715
	Iteration 13Q: 3 clusters Score -2.774367e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202503 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -27744908.000000 Penalty: 6092.407715
	Iteration 14Q: 3 clusters Score -2.774491e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205779 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -27746076.000000 Penalty: 6092.407715
	Iteration 15Q: 3 clusters Score -2.774608e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208375 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -27746782.000000 Penalty: 6092.407715
	Iteration 16Q: 3 clusters Score -2.774678e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210300 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -27747066.000000 Penalty: 6092.407715
	Iteration 17Q: 3 clusters Score -2.774707e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211740 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -27747354.000000 Penalty: 6092.407715
	Iteration 18Q: 3 clusters Score -2.774735e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212796 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -27747528.000000 Penalty: 6092.407715
	Iteration 19Q: 3 clusters Score -2.774753e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213568 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -27747528.000000 Penalty: 6092.407715
	Iteration 20F: 3 clusters Score -2.774753e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214149 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -27747654.000000 Penalty: 6092.407715
	Iteration 21Q: 3 clusters Score -2.774765e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214550 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -27747654.000000 Penalty: 6092.407715
	Iteration 22Q: 3 clusters Score -2.774765e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214867 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -27747826.000000 Penalty: 6092.407715
	Iteration 23Q: 3 clusters Score -2.774783e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -27747860.000000 Penalty: 6092.407715
	Iteration 24Q: 3 clusters Score -2.774786e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215212 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -27747962.000000 Penalty: 6092.407715
	Iteration 25Q: 3 clusters Score -2.774796e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215321 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -27748026.000000 Penalty: 6092.407715
	Iteration 26Q: 3 clusters Score -2.774803e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215385 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27748046.000000 Penalty: 6092.407715
	Iteration 27Q: 3 clusters Score -2.774805e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215422 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -27748052.000000 Penalty: 6092.407715
	Iteration 28Q: 3 clusters Score -2.774805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215450 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -27748052.000000 Penalty: 6092.407715
	Iteration 29Q: 3 clusters Score -2.774805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215476 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -27748054.000000 Penalty: 6092.407715
	Iteration 30Q: 3 clusters Score -2.774805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -27748058.000000 Penalty: 6092.407715
	Iteration 31Q: 3 clusters Score -2.774806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -27748060.000000 Penalty: 6092.407715
	Iteration 32Q: 3 clusters Score -2.774806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -27748052.000000 Penalty: 6092.407715
	Iteration 33Q: 3 clusters Score -2.774805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215522 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -27748054.000000 Penalty: 6092.407715
	Iteration 34Q: 3 clusters Score -2.774805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215524 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -27748054.000000 Penalty: 6092.407715
	Iteration 35Q: 3 clusters Score -2.774805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215530 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -27748068.000000 Penalty: 6092.407715
	Iteration 36Q: 3 clusters Score -2.774807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -27748070.000000 Penalty: 6092.407715
	Iteration 37Q: 3 clusters Score -2.774807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215540 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -27748078.000000 Penalty: 6092.407715
	Iteration 38Q: 3 clusters Score -2.774808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -27748102.000000 Penalty: 6092.407715
	Iteration 39Q: 3 clusters Score -2.77481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215552 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -27748114.000000 Penalty: 6092.407715
	Iteration 40F: 3 clusters Score -2.774811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215556 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -27748110.000000 Penalty: 6092.407715
	Iteration 41Q: 3 clusters Score -2.774811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27748110.000000 Penalty: 6092.407715
	Iteration 42Q: 3 clusters Score -2.774811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215561 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -27748102.000000 Penalty: 6092.407715
	Iteration 43Q: 3 clusters Score -2.77481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215565 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27748108.000000 Penalty: 6092.407715
	Iteration 44Q: 3 clusters Score -2.774811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215566 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -27748106.000000 Penalty: 6092.407715
	Iteration 45Q: 3 clusters Score -2.774811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215566 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -27748118.000000 Penalty: 6092.407715
	Iteration 46Q: 3 clusters Score -2.774812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215567 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -27748102.000000 Penalty: 6092.407715
	Iteration 47Q: 3 clusters Score -2.77481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215568 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27748104.000000 Penalty: 6092.407715
	Iteration 48Q: 3 clusters Score -2.77481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215568 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -27748104.000000 Penalty: 6092.407715
	Iteration 49F: 3 clusters Score -2.77481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -460284.343750 Penalty: 2042.894897
	Iteration 0F: 2 clusters Score -460284.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -456527.031250 Penalty: 4085.789795
	Iteration 0F: 3 clusters Score -456527 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -457382.343750 Penalty: 4085.789795
	Iteration 1F: 3 clusters Score -457382.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -457616.281250 Penalty: 4085.789795
	Iteration 2F: 3 clusters Score -457616.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -457768.062500 Penalty: 4085.789795
	Iteration 3Q: 3 clusters Score -457768.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -457898.531250 Penalty: 4085.789795
	Iteration 4Q: 3 clusters Score -457898.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -458013.156250 Penalty: 4085.789795
	Iteration 5Q: 3 clusters Score -458013.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -458095.375000 Penalty: 4085.789795
	Iteration 6Q: 3 clusters Score -458095.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -458166.531250 Penalty: 4085.789795
	Iteration 7Q: 3 clusters Score -458166.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -458223.343750 Penalty: 4085.789795
	Iteration 8Q: 3 clusters Score -458223.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -458272.312500 Penalty: 4085.789795
	Iteration 9Q: 3 clusters Score -458272.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -458325.468750 Penalty: 4085.789795
	Iteration 10Q: 3 clusters Score -458325.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -458371.625000 Penalty: 4085.789795
	Iteration 11Q: 3 clusters Score -458371.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -458424.125000 Penalty: 4085.789795
	Iteration 12Q: 3 clusters Score -458424.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -458467.031250 Penalty: 4085.789795
	Iteration 13Q: 3 clusters Score -458467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -458516.718750 Penalty: 4085.789795
	Iteration 14Q: 3 clusters Score -458516.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -458562.843750 Penalty: 4085.789795
	Iteration 15Q: 3 clusters Score -458562.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -458600.500000 Penalty: 4085.789795
	Iteration 16Q: 3 clusters Score -458600.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -458618.718750 Penalty: 4085.789795
	Iteration 17Q: 3 clusters Score -458618.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -458633.312500 Penalty: 4085.789795
	Iteration 18Q: 3 clusters Score -458633.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -458647.000000 Penalty: 4085.789795
	Iteration 19Q: 3 clusters Score -458647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -458651.093750 Penalty: 4085.789795
	Iteration 20F: 3 clusters Score -458651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -458653.968750 Penalty: 4085.789795
	Iteration 21Q: 3 clusters Score -458654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -458656.031250 Penalty: 4085.789795
	Iteration 22Q: 3 clusters Score -458656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -458659.562500 Penalty: 4085.789795
	Iteration 23Q: 3 clusters Score -458659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -458661.531250 Penalty: 4085.789795
	Iteration 24Q: 3 clusters Score -458661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -458661.968750 Penalty: 4085.789795
	Iteration 25Q: 3 clusters Score -458662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -458662.812500 Penalty: 4085.789795
	Iteration 26Q: 3 clusters Score -458662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -458664.375000 Penalty: 4085.789795
	Iteration 27Q: 3 clusters Score -458664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -458664.156250 Penalty: 4085.789795
	Iteration 28Q: 3 clusters Score -458664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -458665.687500 Penalty: 4085.789795
	Iteration 29Q: 3 clusters Score -458665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -458666.656250 Penalty: 4085.789795
	Iteration 30Q: 3 clusters Score -458666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -458666.750000 Penalty: 4085.789795
	Iteration 31Q: 3 clusters Score -458666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -458666.750000 Penalty: 4085.789795
	Iteration 32F: 3 clusters Score -458666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 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: -75563.046875 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75563.05 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75822.046875 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75822.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76014.812500 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -76014.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76097.867188 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -76097.87 nChanged 24
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: -76144.507812 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -76144.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76215.078125 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76215.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76244.781250 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76244.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76269.554688 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76269.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76288.750000 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76288.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76304.148438 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76304.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76318.390625 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76318.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76328.742188 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76328.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76328.742188 Penalty: 3229.825684
	Iteration 12F: 3 clusters Score -76328.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -57085.027344 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57085.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55513.460938 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55513.46 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55772.171875 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -55772.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55976.640625 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -55976.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56108.140625 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -56108.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56311.128906 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -56311.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56736.074219 Penalty: 3128.816650
	Iteration 5F: 3 clusters Score -56736.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56819.980469 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -56819.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56906.753906 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -56906.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56950.050781 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -56950.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -56974.281250 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -56974.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57010.875000 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -57010.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57064.484375 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -57064.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57184.140625 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -57184.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57211.679688 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -57211.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57227.960938 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -57227.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57227.960938 Penalty: 3128.816650
	Iteration 15F: 3 clusters Score -57227.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173083 members 
Mstep: Class 4 contains 223050 members 
Mstep: Class 5 contains 63486 members 
Mstep: Class 6 contains 174648 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49828 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 30024 members 
Mstep: Class 12 contains 216010 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149681200.000000 Penalty: 62449.558594
Splitting cluster 15 changes total score from -149682976.000000 to -149681200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80179.281250 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80179.28 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80503.867188 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80503.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80742.085938 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80742.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80979.656250 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -80979.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81177.453125 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81177.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81363.007812 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -81363.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81543.031250 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -81543.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81898.296875 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -81898.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82055.000000 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82134.640625 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82134.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82161.812500 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82161.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82198.265625 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -82198.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82236.093750 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -82236.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82260.578125 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -82260.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82276.343750 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -82276.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82291.562500 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -82291.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82307.187500 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -82307.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82320.882812 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -82320.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82356.437500 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -82356.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82430.742188 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -82430.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82566.523438 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -82566.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82694.500000 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -82694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82694.500000 Penalty: 3292.729736
	Iteration 22F: 3 clusters Score -82694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173083 members 
Mstep: Class 4 contains 223050 members 
Mstep: Class 5 contains 63486 members 
Mstep: Class 6 contains 174648 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49828 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 30024 members 
Mstep: Class 12 contains 216010 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 354 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 729 members 
Entering Unmasked Estep 
Score: -149682064.000000 Penalty: 62449.558594
Splitting cluster 20 changes total score from -149682976.000000 to -149682064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75988.710938 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -75988.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74506.734375 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -74506.73 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75402.445312 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -75402.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76336.843750 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -76336.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -77158.039062 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -77158.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77301.976562 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -77301.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -77391.281250 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -77391.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -77430.812500 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -77430.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -77473.796875 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -77473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -77527.625000 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -77527.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -77584.992188 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -77584.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -77615.500000 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -77615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -77615.500000 Penalty: 3269.470215
	Iteration 11F: 3 clusters Score -77615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173083 members 
Mstep: Class 4 contains 223050 members 
Mstep: Class 5 contains 63486 members 
Mstep: Class 6 contains 174648 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49828 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 30024 members 
Mstep: Class 12 contains 216010 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 16 contains 102 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 627 members 
Entering Unmasked Estep 
Score: -149682992.000000 Penalty: 62449.558594
Splitting cluster 21 changes total score from -149682976.000000 to -149682992.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173083 members 
Mstep: Class 4 contains 223050 members 
Mstep: Class 5 contains 63486 members 
Mstep: Class 6 contains 174648 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49828 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 30024 members 
Mstep: Class 12 contains 216010 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683024.000000 Penalty: 62449.558594
Iteration 199Q: 19 clusters Score -1.49683e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 182267 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173119 members 
Mstep: Class 4 contains 223104 members 
Mstep: Class 5 contains 63415 members 
Mstep: Class 6 contains 174667 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49810 members 
Mstep: Class 10 contains 63723 members 
Mstep: Class 11 contains 30200 members 
Mstep: Class 12 contains 215917 members 
Mstep: Class 13 contains 3777 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 102 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682976.000000 Penalty: 62449.558594
Iteration 200F: 19 clusters Score -1.49683e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182257 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173158 members 
Mstep: Class 4 contains 223154 members 
Mstep: Class 5 contains 63328 members 
Mstep: Class 6 contains 174676 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49791 members 
Mstep: Class 10 contains 63627 members 
Mstep: Class 11 contains 30366 members 
Mstep: Class 12 contains 215863 members 
Mstep: Class 13 contains 3776 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 104 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683312.000000 Penalty: 62449.558594
Iteration 201Q: 19 clusters Score -1.496833e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182275 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173173 members 
Mstep: Class 4 contains 223170 members 
Mstep: Class 5 contains 63267 members 
Mstep: Class 6 contains 174663 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49773 members 
Mstep: Class 10 contains 63559 members 
Mstep: Class 11 contains 30514 members 
Mstep: Class 12 contains 215825 members 
Mstep: Class 13 contains 3775 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683600.000000 Penalty: 62449.558594
Iteration 202Q: 19 clusters Score -1.496836e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182265 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173202 members 
Mstep: Class 4 contains 223173 members 
Mstep: Class 5 contains 63218 members 
Mstep: Class 6 contains 174667 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49743 members 
Mstep: Class 10 contains 63490 members 
Mstep: Class 11 contains 30634 members 
Mstep: Class 12 contains 215829 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683488.000000 Penalty: 62449.558594
Iteration 203Q: 19 clusters Score -1.496835e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182289 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173231 members 
Mstep: Class 4 contains 223156 members 
Mstep: Class 5 contains 63181 members 
Mstep: Class 6 contains 174677 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49709 members 
Mstep: Class 10 contains 63425 members 
Mstep: Class 11 contains 30755 members 
Mstep: Class 12 contains 215800 members 
Mstep: Class 13 contains 3773 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683440.000000 Penalty: 62449.558594
Iteration 204Q: 19 clusters Score -1.496834e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182337 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173263 members 
Mstep: Class 4 contains 223134 members 
Mstep: Class 5 contains 63149 members 
Mstep: Class 6 contains 174685 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49677 members 
Mstep: Class 10 contains 63359 members 
Mstep: Class 11 contains 30864 members 
Mstep: Class 12 contains 215758 members 
Mstep: Class 13 contains 3771 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683584.000000 Penalty: 62449.558594
Iteration 205Q: 19 clusters Score -1.496836e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173287 members 
Mstep: Class 4 contains 223122 members 
Mstep: Class 5 contains 63116 members 
Mstep: Class 6 contains 174699 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49653 members 
Mstep: Class 10 contains 63301 members 
Mstep: Class 11 contains 30963 members 
Mstep: Class 12 contains 215740 members 
Mstep: Class 13 contains 3771 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683680.000000 Penalty: 62449.558594
Iteration 206Q: 19 clusters Score -1.496837e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182353 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173305 members 
Mstep: Class 4 contains 223109 members 
Mstep: Class 5 contains 63101 members 
Mstep: Class 6 contains 174730 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49623 members 
Mstep: Class 10 contains 63240 members 
Mstep: Class 11 contains 31037 members 
Mstep: Class 12 contains 215729 members 
Mstep: Class 13 contains 3771 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683760.000000 Penalty: 62449.558594
Iteration 207Q: 19 clusters Score -1.496838e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173325 members 
Mstep: Class 4 contains 223111 members 
Mstep: Class 5 contains 63086 members 
Mstep: Class 6 contains 174728 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49596 members 
Mstep: Class 10 contains 63175 members 
Mstep: Class 11 contains 31105 members 
Mstep: Class 12 contains 215708 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683520.000000 Penalty: 62449.558594
Iteration 208Q: 19 clusters Score -1.496835e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173351 members 
Mstep: Class 4 contains 223091 members 
Mstep: Class 5 contains 63076 members 
Mstep: Class 6 contains 174718 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49559 members 
Mstep: Class 10 contains 63115 members 
Mstep: Class 11 contains 31173 members 
Mstep: Class 12 contains 215705 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683536.000000 Penalty: 62449.558594
Iteration 209Q: 19 clusters Score -1.496835e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182487 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173377 members 
Mstep: Class 4 contains 223077 members 
Mstep: Class 5 contains 63061 members 
Mstep: Class 6 contains 174698 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49538 members 
Mstep: Class 10 contains 63053 members 
Mstep: Class 11 contains 31232 members 
Mstep: Class 12 contains 215705 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683760.000000 Penalty: 62449.558594
Iteration 210Q: 19 clusters Score -1.496838e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182535 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173398 members 
Mstep: Class 4 contains 223050 members 
Mstep: Class 5 contains 63051 members 
Mstep: Class 6 contains 174677 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49527 members 
Mstep: Class 10 contains 63000 members 
Mstep: Class 11 contains 31281 members 
Mstep: Class 12 contains 215713 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683696.000000 Penalty: 62449.558594
Iteration 211Q: 19 clusters Score -1.496837e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182582 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173427 members 
Mstep: Class 4 contains 223025 members 
Mstep: Class 5 contains 63033 members 
Mstep: Class 6 contains 174665 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49505 members 
Mstep: Class 10 contains 62954 members 
Mstep: Class 11 contains 31334 members 
Mstep: Class 12 contains 215708 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683728.000000 Penalty: 62449.558594
Iteration 212Q: 19 clusters Score -1.496837e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182636 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173445 members 
Mstep: Class 4 contains 222963 members 
Mstep: Class 5 contains 63019 members 
Mstep: Class 6 contains 174653 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49488 members 
Mstep: Class 10 contains 62905 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 215733 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684016.000000 Penalty: 62449.558594
Iteration 213Q: 19 clusters Score -1.49684e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182692 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173460 members 
Mstep: Class 4 contains 222935 members 
Mstep: Class 5 contains 63016 members 
Mstep: Class 6 contains 174648 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49453 members 
Mstep: Class 10 contains 62842 members 
Mstep: Class 11 contains 31425 members 
Mstep: Class 12 contains 215766 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683952.000000 Penalty: 62449.558594
Iteration 214Q: 19 clusters Score -1.49684e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182756 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173467 members 
Mstep: Class 4 contains 222889 members 
Mstep: Class 5 contains 63005 members 
Mstep: Class 6 contains 174629 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49423 members 
Mstep: Class 10 contains 62768 members 
Mstep: Class 11 contains 31476 members 
Mstep: Class 12 contains 215822 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 62449.558594
Iteration 215Q: 19 clusters Score -1.496838e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182818 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173480 members 
Mstep: Class 4 contains 222848 members 
Mstep: Class 5 contains 62999 members 
Mstep: Class 6 contains 174627 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49399 members 
Mstep: Class 10 contains 62695 members 
Mstep: Class 11 contains 31531 members 
Mstep: Class 12 contains 215839 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 62449.558594
Iteration 216Q: 19 clusters Score -1.496838e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182862 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173478 members 
Mstep: Class 4 contains 222804 members 
Mstep: Class 5 contains 62999 members 
Mstep: Class 6 contains 174629 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49379 members 
Mstep: Class 10 contains 62625 members 
Mstep: Class 11 contains 31591 members 
Mstep: Class 12 contains 215870 members 
Mstep: Class 13 contains 3767 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683520.000000 Penalty: 62449.558594
Iteration 217Q: 19 clusters Score -1.496835e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173464 members 
Mstep: Class 4 contains 222777 members 
Mstep: Class 5 contains 63003 members 
Mstep: Class 6 contains 174619 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49361 members 
Mstep: Class 10 contains 62558 members 
Mstep: Class 11 contains 31642 members 
Mstep: Class 12 contains 215897 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683616.000000 Penalty: 62449.558594
Iteration 218Q: 19 clusters Score -1.496836e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173444 members 
Mstep: Class 4 contains 222755 members 
Mstep: Class 5 contains 62988 members 
Mstep: Class 6 contains 174643 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49351 members 
Mstep: Class 10 contains 62472 members 
Mstep: Class 11 contains 31709 members 
Mstep: Class 12 contains 215927 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683568.000000 Penalty: 62449.558594
Iteration 219Q: 19 clusters Score -1.496836e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182970 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173436 members 
Mstep: Class 4 contains 222726 members 
Mstep: Class 5 contains 62973 members 
Mstep: Class 6 contains 174704 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49335 members 
Mstep: Class 10 contains 62388 members 
Mstep: Class 11 contains 31777 members 
Mstep: Class 12 contains 215936 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683568.000000 Penalty: 62449.558594
Iteration 220F: 19 clusters Score -1.496836e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182982 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173435 members 
Mstep: Class 4 contains 222705 members 
Mstep: Class 5 contains 62963 members 
Mstep: Class 6 contains 174745 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49312 members 
Mstep: Class 10 contains 62317 members 
Mstep: Class 11 contains 31842 members 
Mstep: Class 12 contains 215945 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683680.000000 Penalty: 62449.558594
Iteration 221Q: 19 clusters Score -1.496837e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173442 members 
Mstep: Class 4 contains 222738 members 
Mstep: Class 5 contains 62933 members 
Mstep: Class 6 contains 174784 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49302 members 
Mstep: Class 10 contains 62247 members 
Mstep: Class 11 contains 31910 members 
Mstep: Class 12 contains 215917 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 62449.558594
Iteration 222Q: 19 clusters Score -1.496838e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173426 members 
Mstep: Class 4 contains 222758 members 
Mstep: Class 5 contains 62911 members 
Mstep: Class 6 contains 174817 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49291 members 
Mstep: Class 10 contains 62178 members 
Mstep: Class 11 contains 31985 members 
Mstep: Class 12 contains 215904 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683952.000000 Penalty: 62449.558594
Iteration 223Q: 19 clusters Score -1.49684e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173408 members 
Mstep: Class 4 contains 222777 members 
Mstep: Class 5 contains 62891 members 
Mstep: Class 6 contains 174827 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49284 members 
Mstep: Class 10 contains 62098 members 
Mstep: Class 11 contains 32073 members 
Mstep: Class 12 contains 215897 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683920.000000 Penalty: 62449.558594
Iteration 224Q: 19 clusters Score -1.496839e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173383 members 
Mstep: Class 4 contains 222795 members 
Mstep: Class 5 contains 62870 members 
Mstep: Class 6 contains 174859 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 62031 members 
Mstep: Class 11 contains 32158 members 
Mstep: Class 12 contains 215891 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684192.000000 Penalty: 62449.558594
Iteration 225Q: 19 clusters Score -1.496842e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173378 members 
Mstep: Class 4 contains 222832 members 
Mstep: Class 5 contains 62856 members 
Mstep: Class 6 contains 174874 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49307 members 
Mstep: Class 10 contains 61958 members 
Mstep: Class 11 contains 32245 members 
Mstep: Class 12 contains 215848 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684304.000000 Penalty: 62449.558594
Iteration 226Q: 19 clusters Score -1.496843e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173360 members 
Mstep: Class 4 contains 222913 members 
Mstep: Class 5 contains 62831 members 
Mstep: Class 6 contains 174875 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49300 members 
Mstep: Class 10 contains 61887 members 
Mstep: Class 11 contains 32325 members 
Mstep: Class 12 contains 215786 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684416.000000 Penalty: 62449.558594
Iteration 227Q: 19 clusters Score -1.496844e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182954 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173341 members 
Mstep: Class 4 contains 222983 members 
Mstep: Class 5 contains 62805 members 
Mstep: Class 6 contains 174850 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49309 members 
Mstep: Class 10 contains 61819 members 
Mstep: Class 11 contains 32415 members 
Mstep: Class 12 contains 215773 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684304.000000 Penalty: 62449.558594
Iteration 228Q: 19 clusters Score -1.496843e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173315 members 
Mstep: Class 4 contains 223078 members 
Mstep: Class 5 contains 62774 members 
Mstep: Class 6 contains 174827 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 61744 members 
Mstep: Class 11 contains 32501 members 
Mstep: Class 12 contains 215742 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 62449.558594
Iteration 229Q: 19 clusters Score -1.496843e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173274 members 
Mstep: Class 4 contains 223171 members 
Mstep: Class 5 contains 62749 members 
Mstep: Class 6 contains 174825 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49282 members 
Mstep: Class 10 contains 61661 members 
Mstep: Class 11 contains 32596 members 
Mstep: Class 12 contains 215711 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 62449.558594
Iteration 230Q: 19 clusters Score -1.496844e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 182984 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173248 members 
Mstep: Class 4 contains 223272 members 
Mstep: Class 5 contains 62733 members 
Mstep: Class 6 contains 174830 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49279 members 
Mstep: Class 10 contains 61577 members 
Mstep: Class 11 contains 32655 members 
Mstep: Class 12 contains 215672 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684016.000000 Penalty: 62449.558594
Iteration 231Q: 19 clusters Score -1.49684e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173211 members 
Mstep: Class 4 contains 223382 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 174822 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49273 members 
Mstep: Class 10 contains 61499 members 
Mstep: Class 11 contains 32717 members 
Mstep: Class 12 contains 215610 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684128.000000 Penalty: 62449.558594
Iteration 232Q: 19 clusters Score -1.496841e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173160 members 
Mstep: Class 4 contains 223526 members 
Mstep: Class 5 contains 62722 members 
Mstep: Class 6 contains 174806 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49267 members 
Mstep: Class 10 contains 61418 members 
Mstep: Class 11 contains 32762 members 
Mstep: Class 12 contains 215545 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684128.000000 Penalty: 62449.558594
Iteration 233Q: 19 clusters Score -1.496841e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173154 members 
Mstep: Class 4 contains 223639 members 
Mstep: Class 5 contains 62714 members 
Mstep: Class 6 contains 174806 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49267 members 
Mstep: Class 10 contains 61325 members 
Mstep: Class 11 contains 32810 members 
Mstep: Class 12 contains 215488 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684176.000000 Penalty: 62449.558594
Iteration 234Q: 19 clusters Score -1.496842e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 173161 members 
Mstep: Class 4 contains 223731 members 
Mstep: Class 5 contains 62692 members 
Mstep: Class 6 contains 174797 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49265 members 
Mstep: Class 10 contains 61229 members 
Mstep: Class 11 contains 32861 members 
Mstep: Class 12 contains 215460 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683968.000000 Penalty: 62449.558594
Iteration 235Q: 19 clusters Score -1.49684e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 173155 members 
Mstep: Class 4 contains 223826 members 
Mstep: Class 5 contains 62670 members 
Mstep: Class 6 contains 174803 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49265 members 
Mstep: Class 10 contains 61130 members 
Mstep: Class 11 contains 32911 members 
Mstep: Class 12 contains 215444 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684000.000000 Penalty: 62449.558594
Iteration 236Q: 19 clusters Score -1.49684e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 173137 members 
Mstep: Class 4 contains 223935 members 
Mstep: Class 5 contains 62655 members 
Mstep: Class 6 contains 174802 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49272 members 
Mstep: Class 10 contains 61046 members 
Mstep: Class 11 contains 32962 members 
Mstep: Class 12 contains 215405 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684144.000000 Penalty: 62449.558594
Iteration 237Q: 19 clusters Score -1.496841e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183045 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 173133 members 
Mstep: Class 4 contains 224022 members 
Mstep: Class 5 contains 62640 members 
Mstep: Class 6 contains 174795 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49272 members 
Mstep: Class 10 contains 60967 members 
Mstep: Class 11 contains 33019 members 
Mstep: Class 12 contains 215363 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684256.000000 Penalty: 62449.558594
Iteration 238Q: 19 clusters Score -1.496843e+08 nChanged 761
Entering ConstructFrom: 
Score: -149684256.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (183062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183062 members 
Entering Unmasked Estep 
Score: -23444452.000000 Penalty: 3005.159912
	Iteration 0F: 2 clusters Score -2.344445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -23324066.000000 Penalty: 6010.319824
	Iteration 0F: 3 clusters Score -2.332407e+07 nChanged 87876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -23375832.000000 Penalty: 6010.319824
	Iteration 1F: 3 clusters Score -2.337583e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84597 members 
Mstep: Class 2 contains 98465 members 
Entering Unmasked Estep 
Score: -23377948.000000 Penalty: 6010.319824
	Iteration 2Q: 3 clusters Score -2.337795e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80414 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
Score: -23381636.000000 Penalty: 6010.319824
	Iteration 3Q: 3 clusters Score -2.338164e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -23387244.000000 Penalty: 6010.319824
	Iteration 4F: 3 clusters Score -2.338724e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65834 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -23395256.000000 Penalty: 6010.319824
	Iteration 5F: 3 clusters Score -2.339526e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 127436 members 
Entering Unmasked Estep 
Score: -23404252.000000 Penalty: 6010.319824
	Iteration 6F: 3 clusters Score -2.340425e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 138200 members 
Entering Unmasked Estep 
Score: -23412704.000000 Penalty: 6010.319824
	Iteration 7F: 3 clusters Score -2.34127e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -23420150.000000 Penalty: 6010.319824
	Iteration 8F: 3 clusters Score -2.342015e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -23426386.000000 Penalty: 6010.319824
	Iteration 9F: 3 clusters Score -2.342639e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -23431856.000000 Penalty: 6010.319824
	Iteration 10Q: 3 clusters Score -2.343186e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -23436038.000000 Penalty: 6010.319824
	Iteration 11Q: 3 clusters Score -2.343604e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -23439116.000000 Penalty: 6010.319824
	Iteration 12Q: 3 clusters Score -2.343912e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -23440794.000000 Penalty: 6010.319824
	Iteration 13Q: 3 clusters Score -2.344079e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -23441572.000000 Penalty: 6010.319824
	Iteration 14Q: 3 clusters Score -2.344157e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 178215 members 
Entering Unmasked Estep 
Score: -23441890.000000 Penalty: 6010.319824
	Iteration 15Q: 3 clusters Score -2.344189e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -23442212.000000 Penalty: 6010.319824
	Iteration 16Q: 3 clusters Score -2.344221e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 178990 members 
Entering Unmasked Estep 
Score: -23442376.000000 Penalty: 6010.319824
	Iteration 17Q: 3 clusters Score -2.344238e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -23442322.000000 Penalty: 6010.319824
	Iteration 18Q: 3 clusters Score -2.344232e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -23442380.000000 Penalty: 6010.319824
	Iteration 19Q: 3 clusters Score -2.344238e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 179606 members 
Entering Unmasked Estep 
Score: -23442444.000000 Penalty: 6010.319824
	Iteration 20F: 3 clusters Score -2.344244e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 179735 members 
Entering Unmasked Estep 
Score: -23442446.000000 Penalty: 6010.319824
	Iteration 21Q: 3 clusters Score -2.344245e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 179852 members 
Entering Unmasked Estep 
Score: -23442452.000000 Penalty: 6010.319824
	Iteration 22Q: 3 clusters Score -2.344245e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 179949 members 
Entering Unmasked Estep 
Score: -23442424.000000 Penalty: 6010.319824
	Iteration 23Q: 3 clusters Score -2.344242e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -23442468.000000 Penalty: 6010.319824
	Iteration 24Q: 3 clusters Score -2.344247e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 180094 members 
Entering Unmasked Estep 
Score: -23442470.000000 Penalty: 6010.319824
	Iteration 25Q: 3 clusters Score -2.344247e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 180144 members 
Entering Unmasked Estep 
Score: -23442492.000000 Penalty: 6010.319824
	Iteration 26Q: 3 clusters Score -2.344249e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 180196 members 
Entering Unmasked Estep 
Score: -23442480.000000 Penalty: 6010.319824
	Iteration 27Q: 3 clusters Score -2.344248e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 180237 members 
Entering Unmasked Estep 
Score: -23442472.000000 Penalty: 6010.319824
	Iteration 28Q: 3 clusters Score -2.344247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 180278 members 
Entering Unmasked Estep 
Score: -23442474.000000 Penalty: 6010.319824
	Iteration 29Q: 3 clusters Score -2.344247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 180317 members 
Entering Unmasked Estep 
Score: -23442476.000000 Penalty: 6010.319824
	Iteration 30Q: 3 clusters Score -2.344248e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 180345 members 
Entering Unmasked Estep 
Score: -23442484.000000 Penalty: 6010.319824
	Iteration 31Q: 3 clusters Score -2.344248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 180364 members 
Entering Unmasked Estep 
Score: -23442502.000000 Penalty: 6010.319824
	Iteration 32Q: 3 clusters Score -2.34425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 180379 members 
Entering Unmasked Estep 
Score: -23442510.000000 Penalty: 6010.319824
	Iteration 33Q: 3 clusters Score -2.344251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 180394 members 
Entering Unmasked Estep 
Score: -23442514.000000 Penalty: 6010.319824
	Iteration 34Q: 3 clusters Score -2.344251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 180399 members 
Entering Unmasked Estep 
Score: -23442520.000000 Penalty: 6010.319824
	Iteration 35Q: 3 clusters Score -2.344252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -23442504.000000 Penalty: 6010.319824
	Iteration 36Q: 3 clusters Score -2.34425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -23442526.000000 Penalty: 6010.319824
	Iteration 37Q: 3 clusters Score -2.344253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 180438 members 
Entering Unmasked Estep 
Score: -23442506.000000 Penalty: 6010.319824
	Iteration 38Q: 3 clusters Score -2.344251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 180447 members 
Entering Unmasked Estep 
Score: -23442522.000000 Penalty: 6010.319824
	Iteration 39Q: 3 clusters Score -2.344252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 180456 members 
Entering Unmasked Estep 
Score: -23442534.000000 Penalty: 6010.319824
	Iteration 40F: 3 clusters Score -2.344253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 180467 members 
Entering Unmasked Estep 
Score: -23442524.000000 Penalty: 6010.319824
	Iteration 41Q: 3 clusters Score -2.344252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
Score: -23442530.000000 Penalty: 6010.319824
	Iteration 42Q: 3 clusters Score -2.344253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 180476 members 
Entering Unmasked Estep 
Score: -23442532.000000 Penalty: 6010.319824
	Iteration 43Q: 3 clusters Score -2.344253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 180479 members 
Entering Unmasked Estep 
Score: -23442536.000000 Penalty: 6010.319824
	Iteration 44Q: 3 clusters Score -2.344254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 180482 members 
Entering Unmasked Estep 
Score: -23442528.000000 Penalty: 6010.319824
	Iteration 45Q: 3 clusters Score -2.344253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 180484 members 
Entering Unmasked Estep 
Score: -23442540.000000 Penalty: 6010.319824
	Iteration 46Q: 3 clusters Score -2.344254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 180486 members 
Entering Unmasked Estep 
Score: -23442540.000000 Penalty: 6010.319824
	Iteration 47Q: 3 clusters Score -2.344254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 180489 members 
Entering Unmasked Estep 
Score: -23442536.000000 Penalty: 6010.319824
	Iteration 48Q: 3 clusters Score -2.344254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 180493 members 
Entering Unmasked Estep 
Score: -23442538.000000 Penalty: 6010.319824
	Iteration 49Q: 3 clusters Score -2.344254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -23442518.000000 Penalty: 6010.319824
	Iteration 50Q: 3 clusters Score -2.344252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 180497 members 
Entering Unmasked Estep 
Score: -23442522.000000 Penalty: 6010.319824
	Iteration 51Q: 3 clusters Score -2.344252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 180500 members 
Entering Unmasked Estep 
Score: -23442528.000000 Penalty: 6010.319824
	Iteration 52Q: 3 clusters Score -2.344253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -23442534.000000 Penalty: 6010.319824
	Iteration 53Q: 3 clusters Score -2.344253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -23442552.000000 Penalty: 6010.319824
	Iteration 54Q: 3 clusters Score -2.344255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 180503 members 
Entering Unmasked Estep 
Score: -23442556.000000 Penalty: 6010.319824
	Iteration 55Q: 3 clusters Score -2.344256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 180504 members 
Entering Unmasked Estep 
Score: -23442554.000000 Penalty: 6010.319824
	Iteration 56Q: 3 clusters Score -2.344255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 180506 members 
Entering Unmasked Estep 
Score: -23442548.000000 Penalty: 6010.319824
	Iteration 57Q: 3 clusters Score -2.344255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -23442532.000000 Penalty: 6010.319824
	Iteration 58Q: 3 clusters Score -2.344253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 180507 members 
Entering Unmasked Estep 
Score: -23442532.000000 Penalty: 6010.319824
	Iteration 59F: 3 clusters Score -2.344253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -544756.625000 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -544756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -540641.500000 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -540641.5 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -541573.437500 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -541573.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -541742.500000 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -541742.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -541837.375000 Penalty: 4156.820312
	Iteration 3Q: 3 clusters Score -541837.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -541920.250000 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -541920.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -541985.937500 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -541985.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -542045.937500 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -542045.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -542091.812500 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -542091.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -542123.375000 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -542123.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -542154.062500 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -542154.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -542179.687500 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -542179.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -542202.500000 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -542202.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -542233.062500 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -542233.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -542261.875000 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -542261.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -542294.062500 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -542294.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -542325.937500 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -542325.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -542365.625000 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -542365.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -542418.187500 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -542418.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -542467.062500 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -542467.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -542508.687500 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -542508.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -542552.500000 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -542552.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -542598.875000 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -542598.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -542637.812500 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -542637.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -542680.750000 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -542680.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -542745.625000 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -542745.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -542808.937500 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -542808.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -542854.562500 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -542854.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -542885.437500 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -542885.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -542919.375000 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -542919.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -542954.375000 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -542954.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -542980.437500 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -542980.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -542998.875000 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -542998.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -543012.687500 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -543012.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -543025.750000 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -543025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -543030.312500 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -543030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -543033.187500 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -543033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -543036.187500 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -543036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -543038.687500 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -543038.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -543041.937500 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -543041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -543043.000000 Penalty: 4156.820312
	Iteration 39Q: 3 clusters Score -543043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -543043.562500 Penalty: 4156.820312
	Iteration 40F: 3 clusters Score -543043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Entering Unmasked Estep 
Score: -22249474.000000 Penalty: 2991.317383
	Iteration 0F: 2 clusters Score -2.224947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -22135322.000000 Penalty: 5982.634766
	Iteration 0F: 3 clusters Score -2.213532e+07 nChanged 82930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -22183772.000000 Penalty: 5982.634766
	Iteration 1F: 3 clusters Score -2.218377e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -22185156.000000 Penalty: 5982.634766
	Iteration 2Q: 3 clusters Score -2.218516e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -22187692.000000 Penalty: 5982.634766
	Iteration 3Q: 3 clusters Score -2.218769e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -22191940.000000 Penalty: 5982.634766
	Iteration 4Q: 3 clusters Score -2.219194e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -22199190.000000 Penalty: 5982.634766
	Iteration 5F: 3 clusters Score -2.219919e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 131756 members 
Entering Unmasked Estep 
Score: -22209728.000000 Penalty: 5982.634766
	Iteration 6F: 3 clusters Score -2.220973e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 145479 members 
Entering Unmasked Estep 
Score: -22222218.000000 Penalty: 5982.634766
	Iteration 7F: 3 clusters Score -2.222222e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -22233248.000000 Penalty: 5982.634766
	Iteration 8F: 3 clusters Score -2.223325e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -22240388.000000 Penalty: 5982.634766
	Iteration 9Q: 3 clusters Score -2.224039e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 169328 members 
Entering Unmasked Estep 
Score: -22244222.000000 Penalty: 5982.634766
	Iteration 10Q: 3 clusters Score -2.224422e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 171259 members 
Entering Unmasked Estep 
Score: -22245698.000000 Penalty: 5982.634766
	Iteration 11Q: 3 clusters Score -2.22457e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -22246326.000000 Penalty: 5982.634766
	Iteration 12Q: 3 clusters Score -2.224633e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 172381 members 
Entering Unmasked Estep 
Score: -22246588.000000 Penalty: 5982.634766
	Iteration 13Q: 3 clusters Score -2.224659e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 172519 members 
Entering Unmasked Estep 
Score: -22246686.000000 Penalty: 5982.634766
	Iteration 14Q: 3 clusters Score -2.224669e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 172586 members 
Entering Unmasked Estep 
Score: -22246766.000000 Penalty: 5982.634766
	Iteration 15Q: 3 clusters Score -2.224677e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 172626 members 
Entering Unmasked Estep 
Score: -22246838.000000 Penalty: 5982.634766
	Iteration 16Q: 3 clusters Score -2.224684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -22246872.000000 Penalty: 5982.634766
	Iteration 17Q: 3 clusters Score -2.224687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 172652 members 
Entering Unmasked Estep 
Score: -22246912.000000 Penalty: 5982.634766
	Iteration 18Q: 3 clusters Score -2.224691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 172663 members 
Entering Unmasked Estep 
Score: -22246936.000000 Penalty: 5982.634766
	Iteration 19Q: 3 clusters Score -2.224694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -22246932.000000 Penalty: 5982.634766
	Iteration 20F: 3 clusters Score -2.224693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 172679 members 
Entering Unmasked Estep 
Score: -22246954.000000 Penalty: 5982.634766
	Iteration 21Q: 3 clusters Score -2.224695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 172683 members 
Entering Unmasked Estep 
Score: -22246942.000000 Penalty: 5982.634766
	Iteration 22Q: 3 clusters Score -2.224694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -22246932.000000 Penalty: 5982.634766
	Iteration 23Q: 3 clusters Score -2.224693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -22246942.000000 Penalty: 5982.634766
	Iteration 24Q: 3 clusters Score -2.224694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -22246946.000000 Penalty: 5982.634766
	Iteration 25Q: 3 clusters Score -2.224695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -22246948.000000 Penalty: 5982.634766
	Iteration 26Q: 3 clusters Score -2.224695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 172694 members 
Entering Unmasked Estep 
Score: -22246946.000000 Penalty: 5982.634766
	Iteration 27Q: 3 clusters Score -2.224695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 172698 members 
Entering Unmasked Estep 
Score: -22246944.000000 Penalty: 5982.634766
	Iteration 28Q: 3 clusters Score -2.224694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 172699 members 
Entering Unmasked Estep 
Score: -22246958.000000 Penalty: 5982.634766
	Iteration 29Q: 3 clusters Score -2.224696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 172700 members 
Entering Unmasked Estep 
Score: -22246964.000000 Penalty: 5982.634766
	Iteration 30Q: 3 clusters Score -2.224696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -22246968.000000 Penalty: 5982.634766
	Iteration 31Q: 3 clusters Score -2.224697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 172708 members 
Entering Unmasked Estep 
Score: -22246990.000000 Penalty: 5982.634766
	Iteration 32Q: 3 clusters Score -2.224699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 172708 members 
Entering Unmasked Estep 
Score: -22246982.000000 Penalty: 5982.634766
	Iteration 33Q: 3 clusters Score -2.224698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 172711 members 
Entering Unmasked Estep 
Score: -22246986.000000 Penalty: 5982.634766
	Iteration 34Q: 3 clusters Score -2.224699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -22246988.000000 Penalty: 5982.634766
	Iteration 35Q: 3 clusters Score -2.224699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -22246988.000000 Penalty: 5982.634766
	Iteration 36F: 3 clusters Score -2.224699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224095 members 
Entering Unmasked Estep 
Score: -28664142.000000 Penalty: 3055.316650
	Iteration 0F: 2 clusters Score -2.866414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -28522932.000000 Penalty: 6110.633301
	Iteration 0F: 3 clusters Score -2.852293e+07 nChanged 108102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -28587724.000000 Penalty: 6110.633301
	Iteration 1F: 3 clusters Score -2.858772e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 130952 members 
Entering Unmasked Estep 
Score: -28590670.000000 Penalty: 6110.633301
	Iteration 2Q: 3 clusters Score -2.859067e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 141596 members 
Entering Unmasked Estep 
Score: -28596160.000000 Penalty: 6110.633301
	Iteration 3Q: 3 clusters Score -2.859616e+07 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -28606408.000000 Penalty: 6110.633301
	Iteration 4F: 3 clusters Score -2.860641e+07 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 176065 members 
Entering Unmasked Estep 
Score: -28622882.000000 Penalty: 6110.633301
	Iteration 5F: 3 clusters Score -2.862288e+07 nChanged 20773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 196836 members 
Entering Unmasked Estep 
Score: -28641290.000000 Penalty: 6110.633301
	Iteration 6F: 3 clusters Score -2.864129e+07 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 212717 members 
Entering Unmasked Estep 
Score: -28653802.000000 Penalty: 6110.633301
	Iteration 7F: 3 clusters Score -2.86538e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 220333 members 
Entering Unmasked Estep 
Score: -28658832.000000 Penalty: 6110.633301
	Iteration 8Q: 3 clusters Score -2.865883e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 222892 members 
Entering Unmasked Estep 
Score: -28660620.000000 Penalty: 6110.633301
	Iteration 9Q: 3 clusters Score -2.866062e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 223572 members 
Entering Unmasked Estep 
Score: -28661166.000000 Penalty: 6110.633301
	Iteration 10Q: 3 clusters Score -2.866117e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 223747 members 
Entering Unmasked Estep 
Score: -28661376.000000 Penalty: 6110.633301
	Iteration 11Q: 3 clusters Score -2.866138e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 223793 members 
Entering Unmasked Estep 
Score: -28661424.000000 Penalty: 6110.633301
	Iteration 12Q: 3 clusters Score -2.866142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223818 members 
Entering Unmasked Estep 
Score: -28661484.000000 Penalty: 6110.633301
	Iteration 13Q: 3 clusters Score -2.866148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 223824 members 
Entering Unmasked Estep 
Score: -28661516.000000 Penalty: 6110.633301
	Iteration 14Q: 3 clusters Score -2.866152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223830 members 
Entering Unmasked Estep 
Score: -28661520.000000 Penalty: 6110.633301
	Iteration 15Q: 3 clusters Score -2.866152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 223829 members 
Entering Unmasked Estep 
Score: -28661512.000000 Penalty: 6110.633301
	Iteration 16Q: 3 clusters Score -2.866151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223830 members 
Entering Unmasked Estep 
Score: -28661524.000000 Penalty: 6110.633301
	Iteration 17Q: 3 clusters Score -2.866152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 223829 members 
Entering Unmasked Estep 
Score: -28661542.000000 Penalty: 6110.633301
	Iteration 18Q: 3 clusters Score -2.866154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 223828 members 
Entering Unmasked Estep 
Score: -28661554.000000 Penalty: 6110.633301
	Iteration 19Q: 3 clusters Score -2.866155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -28661544.000000 Penalty: 6110.633301
	Iteration 20F: 3 clusters Score -2.866154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 223835 members 
Entering Unmasked Estep 
Score: -28661568.000000 Penalty: 6110.633301
	Iteration 21Q: 3 clusters Score -2.866157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 223835 members 
Entering Unmasked Estep 
Score: -28661566.000000 Penalty: 6110.633301
	Iteration 22Q: 3 clusters Score -2.866157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223837 members 
Entering Unmasked Estep 
Score: -28661582.000000 Penalty: 6110.633301
	Iteration 23Q: 3 clusters Score -2.866158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223834 members 
Entering Unmasked Estep 
Score: -28661586.000000 Penalty: 6110.633301
	Iteration 24Q: 3 clusters Score -2.866159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -28661616.000000 Penalty: 6110.633301
	Iteration 25Q: 3 clusters Score -2.866162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -28661624.000000 Penalty: 6110.633301
	Iteration 26Q: 3 clusters Score -2.866162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -28661624.000000 Penalty: 6110.633301
	Iteration 27Q: 3 clusters Score -2.866162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -28661624.000000 Penalty: 6110.633301
	Iteration 28F: 3 clusters Score -2.866162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Entering Unmasked Estep 
Score: -7791184.500000 Penalty: 2739.183594
	Iteration 0F: 2 clusters Score -7791184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -7749219.000000 Penalty: 5478.367188
	Iteration 0F: 3 clusters Score -7749219 nChanged 29027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7765161.500000 Penalty: 5478.367188
	Iteration 1F: 3 clusters Score -7765162 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -7765749.500000 Penalty: 5478.367188
	Iteration 2Q: 3 clusters Score -7765750 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -7766377.500000 Penalty: 5478.367188
	Iteration 3Q: 3 clusters Score -7766378 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -7766993.500000 Penalty: 5478.367188
	Iteration 4Q: 3 clusters Score -7766994 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7767725.000000 Penalty: 5478.367188
	Iteration 5Q: 3 clusters Score -7767725 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7768709.000000 Penalty: 5478.367188
	Iteration 6Q: 3 clusters Score -7768709 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7769959.000000 Penalty: 5478.367188
	Iteration 7Q: 3 clusters Score -7769959 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7771813.000000 Penalty: 5478.367188
	Iteration 8Q: 3 clusters Score -7771813 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -7774386.000000 Penalty: 5478.367188
	Iteration 9F: 3 clusters Score -7774386 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -7776892.500000 Penalty: 5478.367188
	Iteration 10F: 3 clusters Score -7776892 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -7778915.000000 Penalty: 5478.367188
	Iteration 11Q: 3 clusters Score -7778915 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -7780313.000000 Penalty: 5478.367188
	Iteration 12Q: 3 clusters Score -7780313 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7781226.500000 Penalty: 5478.367188
	Iteration 13Q: 3 clusters Score -7781226 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -7781875.500000 Penalty: 5478.367188
	Iteration 14Q: 3 clusters Score -7781876 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7782493.500000 Penalty: 5478.367188
	Iteration 15Q: 3 clusters Score -7782494 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7783087.000000 Penalty: 5478.367188
	Iteration 16Q: 3 clusters Score -7783087 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -7783657.000000 Penalty: 5478.367188
	Iteration 17Q: 3 clusters Score -7783657 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -7784286.500000 Penalty: 5478.367188
	Iteration 18Q: 3 clusters Score -7784286 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -7784965.500000 Penalty: 5478.367188
	Iteration 19Q: 3 clusters Score -7784966 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -7785633.500000 Penalty: 5478.367188
	Iteration 20F: 3 clusters Score -7785634 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -7786262.500000 Penalty: 5478.367188
	Iteration 21Q: 3 clusters Score -7786262 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7786831.000000 Penalty: 5478.367188
	Iteration 22Q: 3 clusters Score -7786831 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -7787413.000000 Penalty: 5478.367188
	Iteration 23Q: 3 clusters Score -7787413 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -7787892.000000 Penalty: 5478.367188
	Iteration 24Q: 3 clusters Score -7787892 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -7788223.500000 Penalty: 5478.367188
	Iteration 25Q: 3 clusters Score -7788224 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -7788444.000000 Penalty: 5478.367188
	Iteration 26Q: 3 clusters Score -7788444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -7788545.000000 Penalty: 5478.367188
	Iteration 27Q: 3 clusters Score -7788545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -7788614.000000 Penalty: 5478.367188
	Iteration 28Q: 3 clusters Score -7788614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -7788655.000000 Penalty: 5478.367188
	Iteration 29Q: 3 clusters Score -7788655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -7788689.500000 Penalty: 5478.367188
	Iteration 30Q: 3 clusters Score -7788690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -7788730.000000 Penalty: 5478.367188
	Iteration 31Q: 3 clusters Score -7788730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -7788745.000000 Penalty: 5478.367188
	Iteration 32Q: 3 clusters Score -7788745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -7788766.000000 Penalty: 5478.367188
	Iteration 33Q: 3 clusters Score -7788766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -7788775.500000 Penalty: 5478.367188
	Iteration 34Q: 3 clusters Score -7788776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -7788795.000000 Penalty: 5478.367188
	Iteration 35Q: 3 clusters Score -7788795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -7788802.000000 Penalty: 5478.367188
	Iteration 36Q: 3 clusters Score -7788802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -7788803.500000 Penalty: 5478.367188
	Iteration 37Q: 3 clusters Score -7788804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -7788795.500000 Penalty: 5478.367188
	Iteration 38Q: 3 clusters Score -7788796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -7788802.000000 Penalty: 5478.367188
	Iteration 39Q: 3 clusters Score -7788802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -7788805.000000 Penalty: 5478.367188
	Iteration 40F: 3 clusters Score -7788805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 62327 members 
Entering Unmasked Estep 
Score: -7788801.500000 Penalty: 5478.367188
	Iteration 41Q: 3 clusters Score -7788802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -7788810.000000 Penalty: 5478.367188
	Iteration 42Q: 3 clusters Score -7788810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -7788810.000000 Penalty: 5478.367188
	Iteration 43F: 3 clusters Score -7788810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174763 members 
Entering Unmasked Estep 
Score: -22379632.000000 Penalty: 2993.654053
	Iteration 0F: 2 clusters Score -2.237963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -22264334.000000 Penalty: 5987.308105
	Iteration 0F: 3 clusters Score -2.226433e+07 nChanged 83592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 88160 members 
Entering Unmasked Estep 
Score: -22312086.000000 Penalty: 5987.308105
	Iteration 1F: 3 clusters Score -2.231209e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -22312932.000000 Penalty: 5987.308105
	Iteration 2Q: 3 clusters Score -2.231293e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -22313744.000000 Penalty: 5987.308105
	Iteration 3Q: 3 clusters Score -2.231374e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -22314882.000000 Penalty: 5987.308105
	Iteration 4Q: 3 clusters Score -2.231488e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -22316232.000000 Penalty: 5987.308105
	Iteration 5Q: 3 clusters Score -2.231623e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -22318052.000000 Penalty: 5987.308105
	Iteration 6Q: 3 clusters Score -2.231805e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -22320604.000000 Penalty: 5987.308105
	Iteration 7Q: 3 clusters Score -2.23206e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -22323840.000000 Penalty: 5987.308105
	Iteration 8Q: 3 clusters Score -2.232384e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -22327622.000000 Penalty: 5987.308105
	Iteration 9Q: 3 clusters Score -2.232762e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 113390 members 
Entering Unmasked Estep 
Score: -22332620.000000 Penalty: 5987.308105
	Iteration 10F: 3 clusters Score -2.233262e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 120517 members 
Entering Unmasked Estep 
Score: -22338240.000000 Penalty: 5987.308105
	Iteration 11F: 3 clusters Score -2.233824e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 127678 members 
Entering Unmasked Estep 
Score: -22344930.000000 Penalty: 5987.308105
	Iteration 12F: 3 clusters Score -2.234493e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 134183 members 
Entering Unmasked Estep 
Score: -22351678.000000 Penalty: 5987.308105
	Iteration 13F: 3 clusters Score -2.235168e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -22357778.000000 Penalty: 5987.308105
	Iteration 14Q: 3 clusters Score -2.235778e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -22362054.000000 Penalty: 5987.308105
	Iteration 15Q: 3 clusters Score -2.236205e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -22364622.000000 Penalty: 5987.308105
	Iteration 16Q: 3 clusters Score -2.236462e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 150419 members 
Entering Unmasked Estep 
Score: -22366584.000000 Penalty: 5987.308105
	Iteration 17Q: 3 clusters Score -2.236658e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -22368218.000000 Penalty: 5987.308105
	Iteration 18Q: 3 clusters Score -2.236822e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 155628 members 
Entering Unmasked Estep 
Score: -22369618.000000 Penalty: 5987.308105
	Iteration 19Q: 3 clusters Score -2.236962e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -22370734.000000 Penalty: 5987.308105
	Iteration 20F: 3 clusters Score -2.237073e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -22371520.000000 Penalty: 5987.308105
	Iteration 21Q: 3 clusters Score -2.237152e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -22372316.000000 Penalty: 5987.308105
	Iteration 22Q: 3 clusters Score -2.237232e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -22373050.000000 Penalty: 5987.308105
	Iteration 23Q: 3 clusters Score -2.237305e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 164321 members 
Entering Unmasked Estep 
Score: -22373682.000000 Penalty: 5987.308105
	Iteration 24Q: 3 clusters Score -2.237368e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -22374368.000000 Penalty: 5987.308105
	Iteration 25Q: 3 clusters Score -2.237437e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -22374786.000000 Penalty: 5987.308105
	Iteration 26Q: 3 clusters Score -2.237479e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 167504 members 
Entering Unmasked Estep 
Score: -22375102.000000 Penalty: 5987.308105
	Iteration 27Q: 3 clusters Score -2.23751e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -22375512.000000 Penalty: 5987.308105
	Iteration 28Q: 3 clusters Score -2.237551e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 169065 members 
Entering Unmasked Estep 
Score: -22375772.000000 Penalty: 5987.308105
	Iteration 29Q: 3 clusters Score -2.237577e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 169690 members 
Entering Unmasked Estep 
Score: -22375956.000000 Penalty: 5987.308105
	Iteration 30Q: 3 clusters Score -2.237596e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22376134.000000 Penalty: 5987.308105
	Iteration 31Q: 3 clusters Score -2.237613e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -22376280.000000 Penalty: 5987.308105
	Iteration 32Q: 3 clusters Score -2.237628e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -22376376.000000 Penalty: 5987.308105
	Iteration 33Q: 3 clusters Score -2.237638e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22376562.000000 Penalty: 5987.308105
	Iteration 34Q: 3 clusters Score -2.237656e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 171639 members 
Entering Unmasked Estep 
Score: -22376698.000000 Penalty: 5987.308105
	Iteration 35Q: 3 clusters Score -2.23767e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 171872 members 
Entering Unmasked Estep 
Score: -22376804.000000 Penalty: 5987.308105
	Iteration 36Q: 3 clusters Score -2.23768e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -22376862.000000 Penalty: 5987.308105
	Iteration 37Q: 3 clusters Score -2.237686e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -22376884.000000 Penalty: 5987.308105
	Iteration 38Q: 3 clusters Score -2.237688e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -22376956.000000 Penalty: 5987.308105
	Iteration 39Q: 3 clusters Score -2.237696e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 172545 members 
Entering Unmasked Estep 
Score: -22376978.000000 Penalty: 5987.308105
	Iteration 40F: 3 clusters Score -2.237698e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -22377018.000000 Penalty: 5987.308105
	Iteration 41Q: 3 clusters Score -2.237702e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -22377054.000000 Penalty: 5987.308105
	Iteration 42Q: 3 clusters Score -2.237705e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -22377092.000000 Penalty: 5987.308105
	Iteration 43Q: 3 clusters Score -2.237709e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -22377082.000000 Penalty: 5987.308105
	Iteration 44Q: 3 clusters Score -2.237708e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -22377110.000000 Penalty: 5987.308105
	Iteration 45Q: 3 clusters Score -2.237711e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -22377102.000000 Penalty: 5987.308105
	Iteration 46Q: 3 clusters Score -2.23771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 173068 members 
Entering Unmasked Estep 
Score: -22377122.000000 Penalty: 5987.308105
	Iteration 47Q: 3 clusters Score -2.237712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 173101 members 
Entering Unmasked Estep 
Score: -22377132.000000 Penalty: 5987.308105
	Iteration 48Q: 3 clusters Score -2.237713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -22377136.000000 Penalty: 5987.308105
	Iteration 49Q: 3 clusters Score -2.237714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -22377150.000000 Penalty: 5987.308105
	Iteration 50Q: 3 clusters Score -2.237715e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 173198 members 
Entering Unmasked Estep 
Score: -22377172.000000 Penalty: 5987.308105
	Iteration 51Q: 3 clusters Score -2.237717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 173231 members 
Entering Unmasked Estep 
Score: -22377170.000000 Penalty: 5987.308105
	Iteration 52Q: 3 clusters Score -2.237717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 173254 members 
Entering Unmasked Estep 
Score: -22377176.000000 Penalty: 5987.308105
	Iteration 53Q: 3 clusters Score -2.237718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 173277 members 
Entering Unmasked Estep 
Score: -22377176.000000 Penalty: 5987.308105
	Iteration 54Q: 3 clusters Score -2.237718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 173294 members 
Entering Unmasked Estep 
Score: -22377192.000000 Penalty: 5987.308105
	Iteration 55Q: 3 clusters Score -2.237719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -22377190.000000 Penalty: 5987.308105
	Iteration 56Q: 3 clusters Score -2.237719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -22377194.000000 Penalty: 5987.308105
	Iteration 57Q: 3 clusters Score -2.237719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 173321 members 
Entering Unmasked Estep 
Score: -22377190.000000 Penalty: 5987.308105
	Iteration 58Q: 3 clusters Score -2.237719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 173325 members 
Entering Unmasked Estep 
Score: -22377182.000000 Penalty: 5987.308105
	Iteration 59Q: 3 clusters Score -2.237718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 173327 members 
Entering Unmasked Estep 
Score: -22377170.000000 Penalty: 5987.308105
	Iteration 60F: 3 clusters Score -2.237717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 173331 members 
Entering Unmasked Estep 
Score: -22377170.000000 Penalty: 5987.308105
	Iteration 61Q: 3 clusters Score -2.237717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 173334 members 
Entering Unmasked Estep 
Score: -22377164.000000 Penalty: 5987.308105
	Iteration 62Q: 3 clusters Score -2.237716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 173335 members 
Entering Unmasked Estep 
Score: -22377168.000000 Penalty: 5987.308105
	Iteration 63Q: 3 clusters Score -2.237717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 173337 members 
Entering Unmasked Estep 
Score: -22377172.000000 Penalty: 5987.308105
	Iteration 64Q: 3 clusters Score -2.237717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -22377164.000000 Penalty: 5987.308105
	Iteration 65Q: 3 clusters Score -2.237716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -22377164.000000 Penalty: 5987.308105
	Iteration 66F: 3 clusters Score -2.237716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -257646.640625 Penalty: 1904.912598
	Iteration 0F: 2 clusters Score -257646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -254938.796875 Penalty: 3809.825195
	Iteration 0F: 3 clusters Score -254938.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -255484.750000 Penalty: 3809.825195
	Iteration 1F: 3 clusters Score -255484.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255641.093750 Penalty: 3809.825195
	Iteration 2F: 3 clusters Score -255641.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -255722.156250 Penalty: 3809.825195
	Iteration 3Q: 3 clusters Score -255722.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255778.281250 Penalty: 3809.825195
	Iteration 4Q: 3 clusters Score -255778.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -255822.453125 Penalty: 3809.825195
	Iteration 5Q: 3 clusters Score -255822.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -255881.281250 Penalty: 3809.825195
	Iteration 6Q: 3 clusters Score -255881.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -255901.390625 Penalty: 3809.825195
	Iteration 7Q: 3 clusters Score -255901.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255916.687500 Penalty: 3809.825195
	Iteration 8Q: 3 clusters Score -255916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -255924.859375 Penalty: 3809.825195
	Iteration 9Q: 3 clusters Score -255924.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255931.296875 Penalty: 3809.825195
	Iteration 10Q: 3 clusters Score -255931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255934.312500 Penalty: 3809.825195
	Iteration 11Q: 3 clusters Score -255934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -255936.218750 Penalty: 3809.825195
	Iteration 12Q: 3 clusters Score -255936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -255940.640625 Penalty: 3809.825195
	Iteration 13Q: 3 clusters Score -255940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -255944.203125 Penalty: 3809.825195
	Iteration 14Q: 3 clusters Score -255944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -255945.484375 Penalty: 3809.825195
	Iteration 15Q: 3 clusters Score -255945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -255946.500000 Penalty: 3809.825195
	Iteration 16Q: 3 clusters Score -255946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -255946.703125 Penalty: 3809.825195
	Iteration 17Q: 3 clusters Score -255946.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -255946.703125 Penalty: 3809.825195
	Iteration 18F: 3 clusters Score -255946.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 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 272 members 
Entering Unmasked Estep 
Score: -52053.015625 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52053.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52455.339844 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52455.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52789.003906 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52982.730469 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -52982.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53053.207031 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53053.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53074.230469 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53074.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53103.242188 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53103.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53140.320312 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53140.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -53171.394531 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53171.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53209.000000 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -53242.554688 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53242.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -53259.015625 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53259.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53266.113281 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53266.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53266.933594 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53266.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53268.515625 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -53268.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53268.515625 Penalty: 3115.076416
	Iteration 15F: 3 clusters Score -53268.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Entering Unmasked Estep 
Score: -6357516.000000 Penalty: 2679.667480
	Iteration 0F: 2 clusters Score -6357516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6324249.000000 Penalty: 5359.334961
	Iteration 0F: 3 clusters Score -6324249 nChanged 22821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -6336725.500000 Penalty: 5359.334961
	Iteration 1F: 3 clusters Score -6336726 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -6337304.000000 Penalty: 5359.334961
	Iteration 2Q: 3 clusters Score -6337304 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -6337932.000000 Penalty: 5359.334961
	Iteration 3Q: 3 clusters Score -6337932 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -6338813.000000 Penalty: 5359.334961
	Iteration 4Q: 3 clusters Score -6338813 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -6340312.000000 Penalty: 5359.334961
	Iteration 5F: 3 clusters Score -6340312 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -6342573.500000 Penalty: 5359.334961
	Iteration 6F: 3 clusters Score -6342574 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -6345584.000000 Penalty: 5359.334961
	Iteration 7F: 3 clusters Score -6345584 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -6349094.000000 Penalty: 5359.334961
	Iteration 8F: 3 clusters Score -6349094 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6351995.500000 Penalty: 5359.334961
	Iteration 9F: 3 clusters Score -6351996 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6353632.500000 Penalty: 5359.334961
	Iteration 10Q: 3 clusters Score -6353632 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6354451.500000 Penalty: 5359.334961
	Iteration 11Q: 3 clusters Score -6354452 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6354762.500000 Penalty: 5359.334961
	Iteration 12Q: 3 clusters Score -6354762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6354911.500000 Penalty: 5359.334961
	Iteration 13Q: 3 clusters Score -6354912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6354997.500000 Penalty: 5359.334961
	Iteration 14Q: 3 clusters Score -6354998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6355045.000000 Penalty: 5359.334961
	Iteration 15Q: 3 clusters Score -6355045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6355082.000000 Penalty: 5359.334961
	Iteration 16Q: 3 clusters Score -6355082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6355111.500000 Penalty: 5359.334961
	Iteration 17Q: 3 clusters Score -6355112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6355135.500000 Penalty: 5359.334961
	Iteration 18Q: 3 clusters Score -6355136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6355156.000000 Penalty: 5359.334961
	Iteration 19Q: 3 clusters Score -6355156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6355163.500000 Penalty: 5359.334961
	Iteration 20F: 3 clusters Score -6355164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6355172.500000 Penalty: 5359.334961
	Iteration 21Q: 3 clusters Score -6355172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6355178.000000 Penalty: 5359.334961
	Iteration 22Q: 3 clusters Score -6355178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6355198.500000 Penalty: 5359.334961
	Iteration 23Q: 3 clusters Score -6355198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6355198.500000 Penalty: 5359.334961
	Iteration 24Q: 3 clusters Score -6355198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6355198.500000 Penalty: 5359.334961
	Iteration 25Q: 3 clusters Score -6355198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6355197.500000 Penalty: 5359.334961
	Iteration 26Q: 3 clusters Score -6355198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6355199.000000 Penalty: 5359.334961
	Iteration 27Q: 3 clusters Score -6355199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6355202.500000 Penalty: 5359.334961
	Iteration 28Q: 3 clusters Score -6355202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6355204.500000 Penalty: 5359.334961
	Iteration 29Q: 3 clusters Score -6355204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6355205.500000 Penalty: 5359.334961
	Iteration 30Q: 3 clusters Score -6355206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6355204.500000 Penalty: 5359.334961
	Iteration 31Q: 3 clusters Score -6355204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6355204.500000 Penalty: 5359.334961
	Iteration 32Q: 3 clusters Score -6355204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6355204.500000 Penalty: 5359.334961
	Iteration 33F: 3 clusters Score -6355204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (60901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Entering Unmasked Estep 
Score: -7848288.000000 Penalty: 2732.217285
	Iteration 0F: 2 clusters Score -7848288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -7807422.000000 Penalty: 5464.434570
	Iteration 0F: 3 clusters Score -7807422 nChanged 28288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -7823029.000000 Penalty: 5464.434570
	Iteration 1F: 3 clusters Score -7823029 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -7823646.000000 Penalty: 5464.434570
	Iteration 2Q: 3 clusters Score -7823646 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -7824399.000000 Penalty: 5464.434570
	Iteration 3Q: 3 clusters Score -7824399 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -7825336.500000 Penalty: 5464.434570
	Iteration 4Q: 3 clusters Score -7825336 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -7826648.500000 Penalty: 5464.434570
	Iteration 5Q: 3 clusters Score -7826648 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -7828346.000000 Penalty: 5464.434570
	Iteration 6F: 3 clusters Score -7828346 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7830784.500000 Penalty: 5464.434570
	Iteration 7F: 3 clusters Score -7830784 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -7833959.500000 Penalty: 5464.434570
	Iteration 8F: 3 clusters Score -7833960 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -7837575.500000 Penalty: 5464.434570
	Iteration 9F: 3 clusters Score -7837576 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -7840947.000000 Penalty: 5464.434570
	Iteration 10F: 3 clusters Score -7840947 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -7842700.000000 Penalty: 5464.434570
	Iteration 11Q: 3 clusters Score -7842700 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -7843354.500000 Penalty: 5464.434570
	Iteration 12Q: 3 clusters Score -7843354 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -7843713.000000 Penalty: 5464.434570
	Iteration 13Q: 3 clusters Score -7843713 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -7843956.000000 Penalty: 5464.434570
	Iteration 14Q: 3 clusters Score -7843956 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -7844142.000000 Penalty: 5464.434570
	Iteration 15Q: 3 clusters Score -7844142 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -7844311.000000 Penalty: 5464.434570
	Iteration 16Q: 3 clusters Score -7844311 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -7844457.500000 Penalty: 5464.434570
	Iteration 17Q: 3 clusters Score -7844458 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -7844583.500000 Penalty: 5464.434570
	Iteration 18Q: 3 clusters Score -7844584 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -7844728.000000 Penalty: 5464.434570
	Iteration 19Q: 3 clusters Score -7844728 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -7844884.000000 Penalty: 5464.434570
	Iteration 20F: 3 clusters Score -7844884 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7845018.000000 Penalty: 5464.434570
	Iteration 21Q: 3 clusters Score -7845018 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -7845131.000000 Penalty: 5464.434570
	Iteration 22Q: 3 clusters Score -7845131 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -7845238.000000 Penalty: 5464.434570
	Iteration 23Q: 3 clusters Score -7845238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7845333.500000 Penalty: 5464.434570
	Iteration 24Q: 3 clusters Score -7845334 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -7845443.000000 Penalty: 5464.434570
	Iteration 25Q: 3 clusters Score -7845443 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7845523.000000 Penalty: 5464.434570
	Iteration 26Q: 3 clusters Score -7845523 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7845574.000000 Penalty: 5464.434570
	Iteration 27Q: 3 clusters Score -7845574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -7845629.500000 Penalty: 5464.434570
	Iteration 28Q: 3 clusters Score -7845630 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7845652.500000 Penalty: 5464.434570
	Iteration 29Q: 3 clusters Score -7845652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7845681.000000 Penalty: 5464.434570
	Iteration 30Q: 3 clusters Score -7845681 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7845707.500000 Penalty: 5464.434570
	Iteration 31Q: 3 clusters Score -7845708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7845743.500000 Penalty: 5464.434570
	Iteration 32Q: 3 clusters Score -7845744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7845767.500000 Penalty: 5464.434570
	Iteration 33Q: 3 clusters Score -7845768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7845798.000000 Penalty: 5464.434570
	Iteration 34Q: 3 clusters Score -7845798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7845824.000000 Penalty: 5464.434570
	Iteration 35Q: 3 clusters Score -7845824 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7845856.500000 Penalty: 5464.434570
	Iteration 36Q: 3 clusters Score -7845856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7845890.000000 Penalty: 5464.434570
	Iteration 37Q: 3 clusters Score -7845890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7845923.000000 Penalty: 5464.434570
	Iteration 38Q: 3 clusters Score -7845923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7845953.500000 Penalty: 5464.434570
	Iteration 39Q: 3 clusters Score -7845954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7845974.500000 Penalty: 5464.434570
	Iteration 40F: 3 clusters Score -7845974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7845999.000000 Penalty: 5464.434570
	Iteration 41Q: 3 clusters Score -7845999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7846021.500000 Penalty: 5464.434570
	Iteration 42Q: 3 clusters Score -7846022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7846031.500000 Penalty: 5464.434570
	Iteration 43Q: 3 clusters Score -7846032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7846054.500000 Penalty: 5464.434570
	Iteration 44Q: 3 clusters Score -7846054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7846065.500000 Penalty: 5464.434570
	Iteration 45Q: 3 clusters Score -7846066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7846084.000000 Penalty: 5464.434570
	Iteration 46Q: 3 clusters Score -7846084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7846086.000000 Penalty: 5464.434570
	Iteration 47Q: 3 clusters Score -7846086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7846106.500000 Penalty: 5464.434570
	Iteration 48Q: 3 clusters Score -7846106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7846114.500000 Penalty: 5464.434570
	Iteration 49Q: 3 clusters Score -7846114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7846109.000000 Penalty: 5464.434570
	Iteration 50Q: 3 clusters Score -7846109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7846119.000000 Penalty: 5464.434570
	Iteration 51Q: 3 clusters Score -7846119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7846129.500000 Penalty: 5464.434570
	Iteration 52Q: 3 clusters Score -7846130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7846136.000000 Penalty: 5464.434570
	Iteration 53Q: 3 clusters Score -7846136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7846159.000000 Penalty: 5464.434570
	Iteration 54Q: 3 clusters Score -7846159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7846160.500000 Penalty: 5464.434570
	Iteration 55Q: 3 clusters Score -7846160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7846162.500000 Penalty: 5464.434570
	Iteration 56Q: 3 clusters Score -7846162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7846168.000000 Penalty: 5464.434570
	Iteration 57Q: 3 clusters Score -7846168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7846169.500000 Penalty: 5464.434570
	Iteration 58Q: 3 clusters Score -7846170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7846174.000000 Penalty: 5464.434570
	Iteration 59Q: 3 clusters Score -7846174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7846168.000000 Penalty: 5464.434570
	Iteration 60F: 3 clusters Score -7846168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7846176.000000 Penalty: 5464.434570
	Iteration 61Q: 3 clusters Score -7846176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7846184.500000 Penalty: 5464.434570
	Iteration 62Q: 3 clusters Score -7846184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7846184.500000 Penalty: 5464.434570
	Iteration 63Q: 3 clusters Score -7846184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7846181.500000 Penalty: 5464.434570
	Iteration 64Q: 3 clusters Score -7846182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7846174.000000 Penalty: 5464.434570
	Iteration 65Q: 3 clusters Score -7846174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7846180.500000 Penalty: 5464.434570
	Iteration 66Q: 3 clusters Score -7846180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7846179.000000 Penalty: 5464.434570
	Iteration 67Q: 3 clusters Score -7846179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7846186.000000 Penalty: 5464.434570
	Iteration 68Q: 3 clusters Score -7846186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7846189.000000 Penalty: 5464.434570
	Iteration 69Q: 3 clusters Score -7846189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7846181.000000 Penalty: 5464.434570
	Iteration 70Q: 3 clusters Score -7846181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7846178.500000 Penalty: 5464.434570
	Iteration 71Q: 3 clusters Score -7846178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7846183.500000 Penalty: 5464.434570
	Iteration 72Q: 3 clusters Score -7846184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7846183.500000 Penalty: 5464.434570
	Iteration 73F: 3 clusters Score -7846184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Entering Unmasked Estep 
Score: -4230247.000000 Penalty: 2580.707764
	Iteration 0F: 2 clusters Score -4230247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4207778.000000 Penalty: 5161.415527
	Iteration 0F: 3 clusters Score -4207778 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4215825.500000 Penalty: 5161.415527
	Iteration 1F: 3 clusters Score -4215826 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -4216201.000000 Penalty: 5161.415527
	Iteration 2Q: 3 clusters Score -4216201 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4216519.000000 Penalty: 5161.415527
	Iteration 3Q: 3 clusters Score -4216519 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4216746.500000 Penalty: 5161.415527
	Iteration 4Q: 3 clusters Score -4216746 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -4216974.500000 Penalty: 5161.415527
	Iteration 5Q: 3 clusters Score -4216974 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4217129.000000 Penalty: 5161.415527
	Iteration 6Q: 3 clusters Score -4217129 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4217273.500000 Penalty: 5161.415527
	Iteration 7Q: 3 clusters Score -4217274 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4217443.000000 Penalty: 5161.415527
	Iteration 8Q: 3 clusters Score -4217443 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4217665.500000 Penalty: 5161.415527
	Iteration 9Q: 3 clusters Score -4217666 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4217924.500000 Penalty: 5161.415527
	Iteration 10Q: 3 clusters Score -4217924 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4218271.000000 Penalty: 5161.415527
	Iteration 11Q: 3 clusters Score -4218271 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4218813.000000 Penalty: 5161.415527
	Iteration 12Q: 3 clusters Score -4218813 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4219570.000000 Penalty: 5161.415527
	Iteration 13Q: 3 clusters Score -4219570 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4220622.000000 Penalty: 5161.415527
	Iteration 14Q: 3 clusters Score -4220622 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4221872.000000 Penalty: 5161.415527
	Iteration 15Q: 3 clusters Score -4221872 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4223130.500000 Penalty: 5161.415527
	Iteration 16Q: 3 clusters Score -4223130 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4224149.000000 Penalty: 5161.415527
	Iteration 17Q: 3 clusters Score -4224149 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4224884.500000 Penalty: 5161.415527
	Iteration 18Q: 3 clusters Score -4224884 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4225434.000000 Penalty: 5161.415527
	Iteration 19Q: 3 clusters Score -4225434 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -4225791.500000 Penalty: 5161.415527
	Iteration 20F: 3 clusters Score -4225792 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4226046.500000 Penalty: 5161.415527
	Iteration 21Q: 3 clusters Score -4226046 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4226226.000000 Penalty: 5161.415527
	Iteration 22Q: 3 clusters Score -4226226 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4226367.000000 Penalty: 5161.415527
	Iteration 23Q: 3 clusters Score -4226367 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4226489.000000 Penalty: 5161.415527
	Iteration 24Q: 3 clusters Score -4226489 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4226626.000000 Penalty: 5161.415527
	Iteration 25Q: 3 clusters Score -4226626 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -4226718.000000 Penalty: 5161.415527
	Iteration 26Q: 3 clusters Score -4226718 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4226785.000000 Penalty: 5161.415527
	Iteration 27Q: 3 clusters Score -4226785 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4226857.500000 Penalty: 5161.415527
	Iteration 28Q: 3 clusters Score -4226858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4226932.000000 Penalty: 5161.415527
	Iteration 29Q: 3 clusters Score -4226932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4226997.500000 Penalty: 5161.415527
	Iteration 30Q: 3 clusters Score -4226998 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4227080.500000 Penalty: 5161.415527
	Iteration 31Q: 3 clusters Score -4227080 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -4227148.000000 Penalty: 5161.415527
	Iteration 32Q: 3 clusters Score -4227148 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4227218.000000 Penalty: 5161.415527
	Iteration 33Q: 3 clusters Score -4227218 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4227290.000000 Penalty: 5161.415527
	Iteration 34Q: 3 clusters Score -4227290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4227340.500000 Penalty: 5161.415527
	Iteration 35Q: 3 clusters Score -4227340 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4227393.500000 Penalty: 5161.415527
	Iteration 36Q: 3 clusters Score -4227394 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4227430.000000 Penalty: 5161.415527
	Iteration 37Q: 3 clusters Score -4227430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4227458.500000 Penalty: 5161.415527
	Iteration 38Q: 3 clusters Score -4227458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4227476.000000 Penalty: 5161.415527
	Iteration 39Q: 3 clusters Score -4227476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4227500.500000 Penalty: 5161.415527
	Iteration 40F: 3 clusters Score -4227500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4227522.500000 Penalty: 5161.415527
	Iteration 41Q: 3 clusters Score -4227522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4227554.500000 Penalty: 5161.415527
	Iteration 42Q: 3 clusters Score -4227554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4227597.500000 Penalty: 5161.415527
	Iteration 43Q: 3 clusters Score -4227598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4227638.000000 Penalty: 5161.415527
	Iteration 44Q: 3 clusters Score -4227638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4227665.000000 Penalty: 5161.415527
	Iteration 45Q: 3 clusters Score -4227665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4227707.500000 Penalty: 5161.415527
	Iteration 46Q: 3 clusters Score -4227708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4227734.500000 Penalty: 5161.415527
	Iteration 47Q: 3 clusters Score -4227734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4227752.000000 Penalty: 5161.415527
	Iteration 48Q: 3 clusters Score -4227752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4227779.500000 Penalty: 5161.415527
	Iteration 49Q: 3 clusters Score -4227780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4227791.000000 Penalty: 5161.415527
	Iteration 50Q: 3 clusters Score -4227791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4227809.000000 Penalty: 5161.415527
	Iteration 51Q: 3 clusters Score -4227809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4227824.500000 Penalty: 5161.415527
	Iteration 52Q: 3 clusters Score -4227824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4227823.500000 Penalty: 5161.415527
	Iteration 53Q: 3 clusters Score -4227824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4227827.000000 Penalty: 5161.415527
	Iteration 54Q: 3 clusters Score -4227827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4227832.500000 Penalty: 5161.415527
	Iteration 55Q: 3 clusters Score -4227832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4227834.500000 Penalty: 5161.415527
	Iteration 56Q: 3 clusters Score -4227834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4227846.500000 Penalty: 5161.415527
	Iteration 57Q: 3 clusters Score -4227846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4227850.000000 Penalty: 5161.415527
	Iteration 58Q: 3 clusters Score -4227850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -4227854.500000 Penalty: 5161.415527
	Iteration 59Q: 3 clusters Score -4227854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4227856.500000 Penalty: 5161.415527
	Iteration 60F: 3 clusters Score -4227856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4227870.000000 Penalty: 5161.415527
	Iteration 61Q: 3 clusters Score -4227870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4227872.000000 Penalty: 5161.415527
	Iteration 62Q: 3 clusters Score -4227872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4227884.000000 Penalty: 5161.415527
	Iteration 63Q: 3 clusters Score -4227884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -4227897.000000 Penalty: 5161.415527
	Iteration 64Q: 3 clusters Score -4227897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4227906.500000 Penalty: 5161.415527
	Iteration 65Q: 3 clusters Score -4227906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4227904.000000 Penalty: 5161.415527
	Iteration 66Q: 3 clusters Score -4227904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4227910.500000 Penalty: 5161.415527
	Iteration 67Q: 3 clusters Score -4227910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4227906.000000 Penalty: 5161.415527
	Iteration 68Q: 3 clusters Score -4227906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4227910.000000 Penalty: 5161.415527
	Iteration 69Q: 3 clusters Score -4227910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4227913.500000 Penalty: 5161.415527
	Iteration 70Q: 3 clusters Score -4227914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4227916.500000 Penalty: 5161.415527
	Iteration 71Q: 3 clusters Score -4227916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4227918.000000 Penalty: 5161.415527
	Iteration 72Q: 3 clusters Score -4227918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4227923.000000 Penalty: 5161.415527
	Iteration 73Q: 3 clusters Score -4227923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4227922.500000 Penalty: 5161.415527
	Iteration 74Q: 3 clusters Score -4227922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4227919.500000 Penalty: 5161.415527
	Iteration 75Q: 3 clusters Score -4227920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4227922.500000 Penalty: 5161.415527
	Iteration 76Q: 3 clusters Score -4227922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4227921.500000 Penalty: 5161.415527
	Iteration 77Q: 3 clusters Score -4227922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4227931.500000 Penalty: 5161.415527
	Iteration 78Q: 3 clusters Score -4227932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4227936.000000 Penalty: 5161.415527
	Iteration 79Q: 3 clusters Score -4227936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4227937.500000 Penalty: 5161.415527
	Iteration 80F: 3 clusters Score -4227938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4227951.000000 Penalty: 5161.415527
	Iteration 81Q: 3 clusters Score -4227951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4227954.500000 Penalty: 5161.415527
	Iteration 82Q: 3 clusters Score -4227954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4227960.000000 Penalty: 5161.415527
	Iteration 83Q: 3 clusters Score -4227960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4227974.000000 Penalty: 5161.415527
	Iteration 84Q: 3 clusters Score -4227974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -4227972.000000 Penalty: 5161.415527
	Iteration 85Q: 3 clusters Score -4227972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4227968.000000 Penalty: 5161.415527
	Iteration 86Q: 3 clusters Score -4227968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4227969.500000 Penalty: 5161.415527
	Iteration 87Q: 3 clusters Score -4227970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4227976.500000 Penalty: 5161.415527
	Iteration 88Q: 3 clusters Score -4227976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4227980.000000 Penalty: 5161.415527
	Iteration 89Q: 3 clusters Score -4227980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4227981.000000 Penalty: 5161.415527
	Iteration 90Q: 3 clusters Score -4227981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4227986.000000 Penalty: 5161.415527
	Iteration 91Q: 3 clusters Score -4227986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4227988.000000 Penalty: 5161.415527
	Iteration 92Q: 3 clusters Score -4227988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4227990.000000 Penalty: 5161.415527
	Iteration 93Q: 3 clusters Score -4227990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4227991.000000 Penalty: 5161.415527
	Iteration 94Q: 3 clusters Score -4227991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4227992.000000 Penalty: 5161.415527
	Iteration 95Q: 3 clusters Score -4227992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4227997.500000 Penalty: 5161.415527
	Iteration 96Q: 3 clusters Score -4227998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -4228004.000000 Penalty: 5161.415527
	Iteration 97Q: 3 clusters Score -4228004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4227999.500000 Penalty: 5161.415527
	Iteration 98Q: 3 clusters Score -4228000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4228003.000000 Penalty: 5161.415527
	Iteration 99Q: 3 clusters Score -4228003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4228007.000000 Penalty: 5161.415527
	Iteration 100F: 3 clusters Score -4228007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4228018.500000 Penalty: 5161.415527
	Iteration 101Q: 3 clusters Score -4228018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4228029.000000 Penalty: 5161.415527
	Iteration 102Q: 3 clusters Score -4228029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4228037.500000 Penalty: 5161.415527
	Iteration 103Q: 3 clusters Score -4228038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4228040.000000 Penalty: 5161.415527
	Iteration 104Q: 3 clusters Score -4228040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4228052.000000 Penalty: 5161.415527
	Iteration 105Q: 3 clusters Score -4228052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4228053.000000 Penalty: 5161.415527
	Iteration 106Q: 3 clusters Score -4228053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4228050.500000 Penalty: 5161.415527
	Iteration 107Q: 3 clusters Score -4228050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4228051.500000 Penalty: 5161.415527
	Iteration 108Q: 3 clusters Score -4228052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4228055.500000 Penalty: 5161.415527
	Iteration 109Q: 3 clusters Score -4228056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4228055.500000 Penalty: 5161.415527
	Iteration 110Q: 3 clusters Score -4228056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4228055.500000 Penalty: 5161.415527
	Iteration 111F: 3 clusters Score -4228056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215341 members 
Entering Unmasked Estep 
Score: -27665570.000000 Penalty: 3045.434570
	Iteration 0F: 2 clusters Score -2.766557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -27529238.000000 Penalty: 6090.869141
	Iteration 0F: 3 clusters Score -2.752924e+07 nChanged 103724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -27590164.000000 Penalty: 6090.869141
	Iteration 1F: 3 clusters Score -2.759016e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 99439 members 
Entering Unmasked Estep 
Score: -27591694.000000 Penalty: 6090.869141
	Iteration 2Q: 3 clusters Score -2.759169e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -27593912.000000 Penalty: 6090.869141
	Iteration 3Q: 3 clusters Score -2.759391e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -27597402.000000 Penalty: 6090.869141
	Iteration 4Q: 3 clusters Score -2.75974e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137645 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -27603402.000000 Penalty: 6090.869141
	Iteration 5F: 3 clusters Score -2.76034e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -27613316.000000 Penalty: 6090.869141
	Iteration 6F: 3 clusters Score -2.761332e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -27627890.000000 Penalty: 6090.869141
	Iteration 7F: 3 clusters Score -2.762789e+07 nChanged 16072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -27641788.000000 Penalty: 6090.869141
	Iteration 8F: 3 clusters Score -2.764179e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194506 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -27650342.000000 Penalty: 6090.869141
	Iteration 9F: 3 clusters Score -2.765034e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201096 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -27654888.000000 Penalty: 6090.869141
	Iteration 10Q: 3 clusters Score -2.765489e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204800 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -27657152.000000 Penalty: 6090.869141
	Iteration 11Q: 3 clusters Score -2.765715e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207208 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -27658566.000000 Penalty: 6090.869141
	Iteration 12Q: 3 clusters Score -2.765857e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208960 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -27659564.000000 Penalty: 6090.869141
	Iteration 13Q: 3 clusters Score -2.765956e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210177 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -27660416.000000 Penalty: 6090.869141
	Iteration 14Q: 3 clusters Score -2.766042e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -27660994.000000 Penalty: 6090.869141
	Iteration 15Q: 3 clusters Score -2.766099e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211770 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -27661414.000000 Penalty: 6090.869141
	Iteration 16Q: 3 clusters Score -2.766141e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212240 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -27661782.000000 Penalty: 6090.869141
	Iteration 17Q: 3 clusters Score -2.766178e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212598 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -27661984.000000 Penalty: 6090.869141
	Iteration 18Q: 3 clusters Score -2.766198e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212877 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -27662134.000000 Penalty: 6090.869141
	Iteration 19Q: 3 clusters Score -2.766213e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213092 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -27662310.000000 Penalty: 6090.869141
	Iteration 20F: 3 clusters Score -2.766231e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213272 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -27662416.000000 Penalty: 6090.869141
	Iteration 21Q: 3 clusters Score -2.766242e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213422 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -27662404.000000 Penalty: 6090.869141
	Iteration 22Q: 3 clusters Score -2.76624e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213535 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -27662512.000000 Penalty: 6090.869141
	Iteration 23Q: 3 clusters Score -2.766251e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213644 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -27662616.000000 Penalty: 6090.869141
	Iteration 24Q: 3 clusters Score -2.766262e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213711 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -27662680.000000 Penalty: 6090.869141
	Iteration 25Q: 3 clusters Score -2.766268e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213782 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -27662740.000000 Penalty: 6090.869141
	Iteration 26Q: 3 clusters Score -2.766274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213833 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -27662804.000000 Penalty: 6090.869141
	Iteration 27Q: 3 clusters Score -2.76628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213880 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -27662830.000000 Penalty: 6090.869141
	Iteration 28Q: 3 clusters Score -2.766283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213910 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -27662834.000000 Penalty: 6090.869141
	Iteration 29Q: 3 clusters Score -2.766283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213932 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -27662840.000000 Penalty: 6090.869141
	Iteration 30Q: 3 clusters Score -2.766284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213949 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -27662860.000000 Penalty: 6090.869141
	Iteration 31Q: 3 clusters Score -2.766286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213971 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -27662886.000000 Penalty: 6090.869141
	Iteration 32Q: 3 clusters Score -2.766289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213989 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -27662916.000000 Penalty: 6090.869141
	Iteration 33Q: 3 clusters Score -2.766292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214005 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -27662912.000000 Penalty: 6090.869141
	Iteration 34Q: 3 clusters Score -2.766291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214020 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -27662858.000000 Penalty: 6090.869141
	Iteration 35Q: 3 clusters Score -2.766286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214031 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -27662888.000000 Penalty: 6090.869141
	Iteration 36Q: 3 clusters Score -2.766289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214041 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -27662904.000000 Penalty: 6090.869141
	Iteration 37Q: 3 clusters Score -2.76629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214053 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -27662896.000000 Penalty: 6090.869141
	Iteration 38Q: 3 clusters Score -2.76629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214058 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -27662892.000000 Penalty: 6090.869141
	Iteration 39Q: 3 clusters Score -2.766289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214070 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -27662912.000000 Penalty: 6090.869141
	Iteration 40F: 3 clusters Score -2.766291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214081 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27662902.000000 Penalty: 6090.869141
	Iteration 41Q: 3 clusters Score -2.76629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214090 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -27662940.000000 Penalty: 6090.869141
	Iteration 42Q: 3 clusters Score -2.766294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214099 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -27662956.000000 Penalty: 6090.869141
	Iteration 43Q: 3 clusters Score -2.766296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214104 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -27662958.000000 Penalty: 6090.869141
	Iteration 44Q: 3 clusters Score -2.766296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -27662946.000000 Penalty: 6090.869141
	Iteration 45Q: 3 clusters Score -2.766295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214113 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -27662932.000000 Penalty: 6090.869141
	Iteration 46Q: 3 clusters Score -2.766293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -27662960.000000 Penalty: 6090.869141
	Iteration 47Q: 3 clusters Score -2.766296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214116 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -27662958.000000 Penalty: 6090.869141
	Iteration 48Q: 3 clusters Score -2.766296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214120 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -27662964.000000 Penalty: 6090.869141
	Iteration 49Q: 3 clusters Score -2.766296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214124 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -27662948.000000 Penalty: 6090.869141
	Iteration 50Q: 3 clusters Score -2.766295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214129 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -27662924.000000 Penalty: 6090.869141
	Iteration 51Q: 3 clusters Score -2.766292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214134 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -27662934.000000 Penalty: 6090.869141
	Iteration 52Q: 3 clusters Score -2.766293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -27662958.000000 Penalty: 6090.869141
	Iteration 53Q: 3 clusters Score -2.766296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214152 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -27662940.000000 Penalty: 6090.869141
	Iteration 54Q: 3 clusters Score -2.766294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214156 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -27662940.000000 Penalty: 6090.869141
	Iteration 55Q: 3 clusters Score -2.766294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214165 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -27662940.000000 Penalty: 6090.869141
	Iteration 56Q: 3 clusters Score -2.766294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214171 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -27662958.000000 Penalty: 6090.869141
	Iteration 57Q: 3 clusters Score -2.766296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214180 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -27662948.000000 Penalty: 6090.869141
	Iteration 58Q: 3 clusters Score -2.766295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214189 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -27662966.000000 Penalty: 6090.869141
	Iteration 59Q: 3 clusters Score -2.766297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214193 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -27662964.000000 Penalty: 6090.869141
	Iteration 60F: 3 clusters Score -2.766296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214197 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -27662964.000000 Penalty: 6090.869141
	Iteration 61Q: 3 clusters Score -2.766296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214202 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -27662972.000000 Penalty: 6090.869141
	Iteration 62Q: 3 clusters Score -2.766297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214211 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -27662980.000000 Penalty: 6090.869141
	Iteration 63Q: 3 clusters Score -2.766298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214218 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -27662996.000000 Penalty: 6090.869141
	Iteration 64Q: 3 clusters Score -2.7663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214225 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -27663038.000000 Penalty: 6090.869141
	Iteration 65Q: 3 clusters Score -2.766304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214231 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -27663058.000000 Penalty: 6090.869141
	Iteration 66Q: 3 clusters Score -2.766306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214234 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -27663056.000000 Penalty: 6090.869141
	Iteration 67Q: 3 clusters Score -2.766306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214237 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -27663060.000000 Penalty: 6090.869141
	Iteration 68Q: 3 clusters Score -2.766306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214239 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -27663060.000000 Penalty: 6090.869141
	Iteration 69Q: 3 clusters Score -2.766306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214243 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -27663066.000000 Penalty: 6090.869141
	Iteration 70Q: 3 clusters Score -2.766307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214248 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -27663060.000000 Penalty: 6090.869141
	Iteration 71Q: 3 clusters Score -2.766306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214254 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -27663070.000000 Penalty: 6090.869141
	Iteration 72Q: 3 clusters Score -2.766307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214258 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -27663056.000000 Penalty: 6090.869141
	Iteration 73Q: 3 clusters Score -2.766306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214258 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -27663068.000000 Penalty: 6090.869141
	Iteration 74Q: 3 clusters Score -2.766307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214262 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -27663072.000000 Penalty: 6090.869141
	Iteration 75Q: 3 clusters Score -2.766307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214265 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -27663076.000000 Penalty: 6090.869141
	Iteration 76Q: 3 clusters Score -2.766308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214266 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -27663054.000000 Penalty: 6090.869141
	Iteration 77Q: 3 clusters Score -2.766305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214268 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -27663060.000000 Penalty: 6090.869141
	Iteration 78Q: 3 clusters Score -2.766306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214268 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -27663078.000000 Penalty: 6090.869141
	Iteration 79Q: 3 clusters Score -2.766308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214268 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -27663082.000000 Penalty: 6090.869141
	Iteration 80F: 3 clusters Score -2.766308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -457424.218750 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -457424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -453661.250000 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -453661.2 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -454486.625000 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -454486.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -454685.437500 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -454685.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -454819.156250 Penalty: 4082.762451
	Iteration 3F: 3 clusters Score -454819.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -454933.062500 Penalty: 4082.762451
	Iteration 4Q: 3 clusters Score -454933.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -455030.531250 Penalty: 4082.762451
	Iteration 5Q: 3 clusters Score -455030.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -455106.281250 Penalty: 4082.762451
	Iteration 6Q: 3 clusters Score -455106.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -455157.562500 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -455157.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -455215.531250 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -455215.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -455262.906250 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -455262.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -455302.562500 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -455302.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -455333.968750 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -455334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -455358.125000 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -455358.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -455373.468750 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -455373.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -455388.312500 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -455388.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -455401.968750 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -455402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -455419.875000 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -455419.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -455437.875000 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -455437.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -455458.750000 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -455458.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -455474.312500 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -455474.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -455489.406250 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -455489.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -455502.031250 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -455502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -455511.156250 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -455511.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -455521.437500 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -455521.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -455533.562500 Penalty: 4082.762451
	Iteration 24Q: 3 clusters Score -455533.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -455544.000000 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -455544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -455552.781250 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -455552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -455561.125000 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -455561.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -455572.375000 Penalty: 4082.762451
	Iteration 28Q: 3 clusters Score -455572.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -455585.937500 Penalty: 4082.762451
	Iteration 29Q: 3 clusters Score -455585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -455593.343750 Penalty: 4082.762451
	Iteration 30Q: 3 clusters Score -455593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -455597.437500 Penalty: 4082.762451
	Iteration 31Q: 3 clusters Score -455597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -455600.968750 Penalty: 4082.762451
	Iteration 32Q: 3 clusters Score -455601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -455605.000000 Penalty: 4082.762451
	Iteration 33Q: 3 clusters Score -455605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -455608.281250 Penalty: 4082.762451
	Iteration 34Q: 3 clusters Score -455608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -455613.687500 Penalty: 4082.762451
	Iteration 35Q: 3 clusters Score -455613.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -455617.812500 Penalty: 4082.762451
	Iteration 36Q: 3 clusters Score -455617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -455621.031250 Penalty: 4082.762451
	Iteration 37Q: 3 clusters Score -455621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -455623.125000 Penalty: 4082.762451
	Iteration 38Q: 3 clusters Score -455623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -455625.531250 Penalty: 4082.762451
	Iteration 39Q: 3 clusters Score -455625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -455627.468750 Penalty: 4082.762451
	Iteration 40F: 3 clusters Score -455627.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -455630.843750 Penalty: 4082.762451
	Iteration 41Q: 3 clusters Score -455630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -455635.781250 Penalty: 4082.762451
	Iteration 42Q: 3 clusters Score -455635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -455640.781250 Penalty: 4082.762451
	Iteration 43Q: 3 clusters Score -455640.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -455643.843750 Penalty: 4082.762451
	Iteration 44Q: 3 clusters Score -455643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -455646.687500 Penalty: 4082.762451
	Iteration 45Q: 3 clusters Score -455646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -455649.500000 Penalty: 4082.762451
	Iteration 46Q: 3 clusters Score -455649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -455652.593750 Penalty: 4082.762451
	Iteration 47Q: 3 clusters Score -455652.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -455655.625000 Penalty: 4082.762451
	Iteration 48Q: 3 clusters Score -455655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -455657.000000 Penalty: 4082.762451
	Iteration 49Q: 3 clusters Score -455657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -455658.437500 Penalty: 4082.762451
	Iteration 50Q: 3 clusters Score -455658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -455659.875000 Penalty: 4082.762451
	Iteration 51Q: 3 clusters Score -455659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -455662.093750 Penalty: 4082.762451
	Iteration 52Q: 3 clusters Score -455662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -455660.718750 Penalty: 4082.762451
	Iteration 53Q: 3 clusters Score -455660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -455661.687500 Penalty: 4082.762451
	Iteration 54Q: 3 clusters Score -455661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -455662.625000 Penalty: 4082.762451
	Iteration 55Q: 3 clusters Score -455662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -455662.656250 Penalty: 4082.762451
	Iteration 56Q: 3 clusters Score -455662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -455663.500000 Penalty: 4082.762451
	Iteration 57Q: 3 clusters Score -455663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -455664.250000 Penalty: 4082.762451
	Iteration 58Q: 3 clusters Score -455664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -455663.750000 Penalty: 4082.762451
	Iteration 59Q: 3 clusters Score -455663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -455665.625000 Penalty: 4082.762451
	Iteration 60F: 3 clusters Score -455665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -455666.500000 Penalty: 4082.762451
	Iteration 61Q: 3 clusters Score -455666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -455667.156250 Penalty: 4082.762451
	Iteration 62Q: 3 clusters Score -455667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -455668.500000 Penalty: 4082.762451
	Iteration 63Q: 3 clusters Score -455668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -455669.937500 Penalty: 4082.762451
	Iteration 64Q: 3 clusters Score -455669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -455670.468750 Penalty: 4082.762451
	Iteration 65Q: 3 clusters Score -455670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -455671.000000 Penalty: 4082.762451
	Iteration 66Q: 3 clusters Score -455671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -455671.750000 Penalty: 4082.762451
	Iteration 67Q: 3 clusters Score -455671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -455675.062500 Penalty: 4082.762451
	Iteration 68Q: 3 clusters Score -455675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -455678.406250 Penalty: 4082.762451
	Iteration 69Q: 3 clusters Score -455678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -455678.906250 Penalty: 4082.762451
	Iteration 70Q: 3 clusters Score -455678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -455681.000000 Penalty: 4082.762451
	Iteration 71Q: 3 clusters Score -455681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -455681.218750 Penalty: 4082.762451
	Iteration 72Q: 3 clusters Score -455681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -455684.218750 Penalty: 4082.762451
	Iteration 73Q: 3 clusters Score -455684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -455684.937500 Penalty: 4082.762451
	Iteration 74Q: 3 clusters Score -455684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -455686.218750 Penalty: 4082.762451
	Iteration 75Q: 3 clusters Score -455686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -455687.906250 Penalty: 4082.762451
	Iteration 76Q: 3 clusters Score -455687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -455690.312500 Penalty: 4082.762451
	Iteration 77Q: 3 clusters Score -455690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -455692.187500 Penalty: 4082.762451
	Iteration 78Q: 3 clusters Score -455692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -455693.062500 Penalty: 4082.762451
	Iteration 79Q: 3 clusters Score -455693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -455693.125000 Penalty: 4082.762451
	Iteration 80F: 3 clusters Score -455693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -455693.781250 Penalty: 4082.762451
	Iteration 81Q: 3 clusters Score -455693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -455693.781250 Penalty: 4082.762451
	Iteration 82F: 3 clusters Score -455693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75569.843750 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75569.84 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75840.070312 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75840.07 nChanged 46
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: -75986.015625 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -75986.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76111.351562 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -76111.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76263.421875 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -76263.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76403.781250 Penalty: 3229.825684
	Iteration 5F: 3 clusters Score -76403.78 nChanged 36
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: -76604.054688 Penalty: 3229.825684
	Iteration 6F: 3 clusters Score -76604.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76697.664062 Penalty: 3229.825684
	Iteration 7F: 3 clusters Score -76697.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76730.210938 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76730.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76740.328125 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76740.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76750.218750 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76750.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76752.164062 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76752.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76755.734375 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -76755.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76759.515625 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -76759.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76759.515625 Penalty: 3229.825684
	Iteration 14F: 3 clusters Score -76759.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55841.085938 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55841.09 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56114.519531 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56114.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56234.546875 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56234.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56321.980469 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56321.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56378.453125 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56378.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56405.320312 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56405.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56431.671875 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56431.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56454.117188 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56454.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56500.183594 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56500.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56579.695312 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56610.078125 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56610.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56623.027344 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56623.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56630.625000 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56630.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56634.617188 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -56634.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56647.738281 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -56647.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56652.105469 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -56652.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56656.703125 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -56656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56660.250000 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -56660.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56667.613281 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -56667.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56706.468750 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -56706.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56813.589844 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -56813.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57086.441406 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -57086.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57157.304688 Penalty: 3131.519775
	Iteration 22Q: 3 clusters Score -57157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57168.167969 Penalty: 3131.519775
	Iteration 23Q: 3 clusters Score -57168.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57171.726562 Penalty: 3131.519775
	Iteration 24Q: 3 clusters Score -57171.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57175.703125 Penalty: 3131.519775
	Iteration 25Q: 3 clusters Score -57175.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -57175.703125 Penalty: 3131.519775
	Iteration 26F: 3 clusters Score -57175.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8996.295898 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -8996.296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9012.610352 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -9012.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9012.610352 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -9012.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 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 402 members 
Entering Unmasked Estep 
Score: -80233.898438 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80233.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80595.039062 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80595.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80845.039062 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80845.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81010.234375 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -81010.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81239.460938 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81239.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81684.671875 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -81684.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -81973.585938 Penalty: 3292.729736
	Iteration 6F: 3 clusters Score -81973.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82237.039062 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -82237.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -82448.429688 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82448.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -82658.718750 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82658.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82802.882812 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82802.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82802.882812 Penalty: 3292.729736
	Iteration 11F: 3 clusters Score -82802.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183062 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173124 members 
Mstep: Class 4 contains 224095 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 174763 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49272 members 
Mstep: Class 10 contains 60901 members 
Mstep: Class 11 contains 33060 members 
Mstep: Class 12 contains 215341 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683424.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684256.000000 to -149683424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66953.781250 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -66953.78 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67216.554688 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67216.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67338.367188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67338.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67429.484375 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67429.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67544.031250 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67544.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67639.656250 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67639.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67687.773438 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67687.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67741.742188 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67741.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67825.273438 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67825.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67886.687500 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -67886.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67958.632812 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -67958.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67996.546875 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -67996.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68048.320312 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68048.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68078.664062 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68078.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68096.304688 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -68096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68105.757812 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -68105.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68137.250000 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -68137.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68179.750000 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -68179.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68208.546875 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -68208.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68234.554688 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -68234.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68265.179688 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -68265.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68287.421875 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -68287.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68307.125000 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -68307.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68307.125000 Penalty: 3192.330566
	Iteration 23F: 3 clusters Score -68307.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183062 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173124 members 
Mstep: Class 4 contains 224095 members 
Mstep: Class 5 contains 62636 members 
Mstep: Class 6 contains 174763 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49272 members 
Mstep: Class 10 contains 60901 members 
Mstep: Class 11 contains 33060 members 
Mstep: Class 12 contains 215341 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 62449.558594
Iteration 239Q: 19 clusters Score -1.496843e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173101 members 
Mstep: Class 4 contains 224165 members 
Mstep: Class 5 contains 62630 members 
Mstep: Class 6 contains 174743 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49268 members 
Mstep: Class 10 contains 60811 members 
Mstep: Class 11 contains 33094 members 
Mstep: Class 12 contains 215339 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 19 clusters Score -1.496844e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 173080 members 
Mstep: Class 4 contains 224255 members 
Mstep: Class 5 contains 62626 members 
Mstep: Class 6 contains 174716 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49263 members 
Mstep: Class 10 contains 60722 members 
Mstep: Class 11 contains 33128 members 
Mstep: Class 12 contains 215331 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 241Q: 19 clusters Score -1.496844e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173057 members 
Mstep: Class 4 contains 224348 members 
Mstep: Class 5 contains 62620 members 
Mstep: Class 6 contains 174683 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49263 members 
Mstep: Class 10 contains 60640 members 
Mstep: Class 11 contains 33155 members 
Mstep: Class 12 contains 215345 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 242Q: 19 clusters Score -1.496846e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183164 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173017 members 
Mstep: Class 4 contains 224435 members 
Mstep: Class 5 contains 62617 members 
Mstep: Class 6 contains 174628 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49269 members 
Mstep: Class 10 contains 60545 members 
Mstep: Class 11 contains 33185 members 
Mstep: Class 12 contains 215389 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 243Q: 19 clusters Score -1.496844e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173001 members 
Mstep: Class 4 contains 224515 members 
Mstep: Class 5 contains 62614 members 
Mstep: Class 6 contains 174596 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 60457 members 
Mstep: Class 11 contains 33205 members 
Mstep: Class 12 contains 215433 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 19 clusters Score -1.496844e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 172989 members 
Mstep: Class 4 contains 224572 members 
Mstep: Class 5 contains 62602 members 
Mstep: Class 6 contains 174565 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49272 members 
Mstep: Class 10 contains 60347 members 
Mstep: Class 11 contains 33232 members 
Mstep: Class 12 contains 215488 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 245Q: 19 clusters Score -1.496844e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183185 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 172973 members 
Mstep: Class 4 contains 224638 members 
Mstep: Class 5 contains 62590 members 
Mstep: Class 6 contains 174553 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49276 members 
Mstep: Class 10 contains 60235 members 
Mstep: Class 11 contains 33259 members 
Mstep: Class 12 contains 215535 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 19 clusters Score -1.496845e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183202 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 172952 members 
Mstep: Class 4 contains 224691 members 
Mstep: Class 5 contains 62589 members 
Mstep: Class 6 contains 174534 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49280 members 
Mstep: Class 10 contains 60109 members 
Mstep: Class 11 contains 33276 members 
Mstep: Class 12 contains 215611 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 247Q: 19 clusters Score -1.496845e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183202 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 172919 members 
Mstep: Class 4 contains 224732 members 
Mstep: Class 5 contains 62576 members 
Mstep: Class 6 contains 174542 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49292 members 
Mstep: Class 10 contains 59995 members 
Mstep: Class 11 contains 33309 members 
Mstep: Class 12 contains 215677 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Score: -149684528.000000 Penalty: 62449.558594
Iteration 248Q: 19 clusters Score -1.496845e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183193 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 172896 members 
Mstep: Class 4 contains 224756 members 
Mstep: Class 5 contains 62569 members 
Mstep: Class 6 contains 174580 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49302 members 
Mstep: Class 10 contains 59877 members 
Mstep: Class 11 contains 33349 members 
Mstep: Class 12 contains 215723 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684608.000000 Penalty: 62449.558594
Iteration 249Q: 19 clusters Score -1.496846e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 172905 members 
Mstep: Class 4 contains 224762 members 
Mstep: Class 5 contains 62567 members 
Mstep: Class 6 contains 174601 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49303 members 
Mstep: Class 10 contains 59767 members 
Mstep: Class 11 contains 33392 members 
Mstep: Class 12 contains 215771 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684560.000000 Penalty: 62449.558594
Iteration 250Q: 19 clusters Score -1.496846e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183185 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 172919 members 
Mstep: Class 4 contains 224789 members 
Mstep: Class 5 contains 62570 members 
Mstep: Class 6 contains 174612 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49314 members 
Mstep: Class 10 contains 59655 members 
Mstep: Class 11 contains 33425 members 
Mstep: Class 12 contains 215780 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684576.000000 Penalty: 62449.558594
Iteration 251Q: 19 clusters Score -1.496846e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183194 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 172941 members 
Mstep: Class 4 contains 224812 members 
Mstep: Class 5 contains 62579 members 
Mstep: Class 6 contains 174607 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49327 members 
Mstep: Class 10 contains 59563 members 
Mstep: Class 11 contains 33447 members 
Mstep: Class 12 contains 215779 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 62449.558594
Iteration 252Q: 19 clusters Score -1.496844e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183199 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 172948 members 
Mstep: Class 4 contains 224824 members 
Mstep: Class 5 contains 62577 members 
Mstep: Class 6 contains 174614 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49331 members 
Mstep: Class 10 contains 59483 members 
Mstep: Class 11 contains 33483 members 
Mstep: Class 12 contains 215788 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Score: -149684224.000000 Penalty: 62449.558594
Iteration 253Q: 19 clusters Score -1.496842e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 172955 members 
Mstep: Class 4 contains 224852 members 
Mstep: Class 5 contains 62584 members 
Mstep: Class 6 contains 174637 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49328 members 
Mstep: Class 10 contains 59409 members 
Mstep: Class 11 contains 33512 members 
Mstep: Class 12 contains 215759 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684272.000000 Penalty: 62449.558594
Iteration 254Q: 19 clusters Score -1.496843e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 172983 members 
Mstep: Class 4 contains 224880 members 
Mstep: Class 5 contains 62585 members 
Mstep: Class 6 contains 174659 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49324 members 
Mstep: Class 10 contains 59336 members 
Mstep: Class 11 contains 33545 members 
Mstep: Class 12 contains 215715 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684256.000000 Penalty: 62449.558594
Iteration 255Q: 19 clusters Score -1.496843e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173021 members 
Mstep: Class 4 contains 224896 members 
Mstep: Class 5 contains 62590 members 
Mstep: Class 6 contains 174680 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49334 members 
Mstep: Class 10 contains 59262 members 
Mstep: Class 11 contains 33576 members 
Mstep: Class 12 contains 215658 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684208.000000 Penalty: 62449.558594
Iteration 256Q: 19 clusters Score -1.496842e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183265 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173053 members 
Mstep: Class 4 contains 224914 members 
Mstep: Class 5 contains 62583 members 
Mstep: Class 6 contains 174676 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49336 members 
Mstep: Class 10 contains 59194 members 
Mstep: Class 11 contains 33626 members 
Mstep: Class 12 contains 215601 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 257Q: 19 clusters Score -1.496844e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173078 members 
Mstep: Class 4 contains 224939 members 
Mstep: Class 5 contains 62570 members 
Mstep: Class 6 contains 174668 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49338 members 
Mstep: Class 10 contains 59135 members 
Mstep: Class 11 contains 33670 members 
Mstep: Class 12 contains 215558 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 258Q: 19 clusters Score -1.496843e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183335 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173099 members 
Mstep: Class 4 contains 224974 members 
Mstep: Class 5 contains 62540 members 
Mstep: Class 6 contains 174659 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49336 members 
Mstep: Class 10 contains 59039 members 
Mstep: Class 11 contains 33716 members 
Mstep: Class 12 contains 215550 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 259Q: 19 clusters Score -1.496843e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183364 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173096 members 
Mstep: Class 4 contains 224967 members 
Mstep: Class 5 contains 62534 members 
Mstep: Class 6 contains 174662 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49336 members 
Mstep: Class 10 contains 58964 members 
Mstep: Class 11 contains 33763 members 
Mstep: Class 12 contains 215564 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 260F: 19 clusters Score -1.496844e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173106 members 
Mstep: Class 4 contains 224978 members 
Mstep: Class 5 contains 62528 members 
Mstep: Class 6 contains 174668 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49332 members 
Mstep: Class 10 contains 58898 members 
Mstep: Class 11 contains 33797 members 
Mstep: Class 12 contains 215550 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 261Q: 19 clusters Score -1.496845e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183419 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173115 members 
Mstep: Class 4 contains 224995 members 
Mstep: Class 5 contains 62530 members 
Mstep: Class 6 contains 174685 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49322 members 
Mstep: Class 10 contains 58826 members 
Mstep: Class 11 contains 33827 members 
Mstep: Class 12 contains 215535 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 262Q: 19 clusters Score -1.496846e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183451 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173132 members 
Mstep: Class 4 contains 224951 members 
Mstep: Class 5 contains 62534 members 
Mstep: Class 6 contains 174692 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49310 members 
Mstep: Class 10 contains 58761 members 
Mstep: Class 11 contains 33868 members 
Mstep: Class 12 contains 215555 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
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Iteration 263Q: 19 clusters Score -1.496846e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183467 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173149 members 
Mstep: Class 4 contains 224926 members 
Mstep: Class 5 contains 62533 members 
Mstep: Class 6 contains 174683 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49294 members 
Mstep: Class 10 contains 58717 members 
Mstep: Class 11 contains 33910 members 
Mstep: Class 12 contains 215579 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684608.000000 Penalty: 62449.558594
Iteration 264Q: 19 clusters Score -1.496846e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183475 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173156 members 
Mstep: Class 4 contains 224844 members 
Mstep: Class 5 contains 62546 members 
Mstep: Class 6 contains 174691 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49278 members 
Mstep: Class 10 contains 58667 members 
Mstep: Class 11 contains 33960 members 
Mstep: Class 12 contains 215641 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684512.000000 Penalty: 62449.558594
Iteration 265Q: 19 clusters Score -1.496845e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173171 members 
Mstep: Class 4 contains 224764 members 
Mstep: Class 5 contains 62550 members 
Mstep: Class 6 contains 174693 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49264 members 
Mstep: Class 10 contains 58617 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 215698 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684592.000000 Penalty: 62449.558594
Iteration 266Q: 19 clusters Score -1.496846e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183509 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173172 members 
Mstep: Class 4 contains 224721 members 
Mstep: Class 5 contains 62543 members 
Mstep: Class 6 contains 174679 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49269 members 
Mstep: Class 10 contains 58568 members 
Mstep: Class 11 contains 34068 members 
Mstep: Class 12 contains 215729 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684544.000000 Penalty: 62449.558594
Iteration 267Q: 19 clusters Score -1.496845e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183521 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173170 members 
Mstep: Class 4 contains 224684 members 
Mstep: Class 5 contains 62537 members 
Mstep: Class 6 contains 174689 members 
Mstep: Class 7 contains 2174 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49270 members 
Mstep: Class 10 contains 58516 members 
Mstep: Class 11 contains 34112 members 
Mstep: Class 12 contains 215759 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684416.000000 Penalty: 62449.558594
Iteration 268Q: 19 clusters Score -1.496844e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183549 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173156 members 
Mstep: Class 4 contains 224654 members 
Mstep: Class 5 contains 62543 members 
Mstep: Class 6 contains 174684 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49265 members 
Mstep: Class 10 contains 58475 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 215778 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684304.000000 Penalty: 62449.558594
Iteration 269Q: 19 clusters Score -1.496843e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183588 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173145 members 
Mstep: Class 4 contains 224615 members 
Mstep: Class 5 contains 62534 members 
Mstep: Class 6 contains 174670 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49264 members 
Mstep: Class 10 contains 58432 members 
Mstep: Class 11 contains 34205 members 
Mstep: Class 12 contains 215802 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 62449.558594
Iteration 270Q: 19 clusters Score -1.496845e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183621 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173154 members 
Mstep: Class 4 contains 224559 members 
Mstep: Class 5 contains 62528 members 
Mstep: Class 6 contains 174653 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49263 members 
Mstep: Class 10 contains 58393 members 
Mstep: Class 11 contains 34255 members 
Mstep: Class 12 contains 215830 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684592.000000 Penalty: 62449.558594
Iteration 271Q: 19 clusters Score -1.496846e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183631 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173148 members 
Mstep: Class 4 contains 224506 members 
Mstep: Class 5 contains 62523 members 
Mstep: Class 6 contains 174651 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49266 members 
Mstep: Class 10 contains 58352 members 
Mstep: Class 11 contains 34299 members 
Mstep: Class 12 contains 215880 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 62449.558594
Iteration 272Q: 19 clusters Score -1.496845e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183661 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173142 members 
Mstep: Class 4 contains 224455 members 
Mstep: Class 5 contains 62517 members 
Mstep: Class 6 contains 174662 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49271 members 
Mstep: Class 10 contains 58322 members 
Mstep: Class 11 contains 34333 members 
Mstep: Class 12 contains 215892 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 62449.558594
Iteration 273Q: 19 clusters Score -1.496845e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183700 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173139 members 
Mstep: Class 4 contains 224424 members 
Mstep: Class 5 contains 62518 members 
Mstep: Class 6 contains 174679 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49268 members 
Mstep: Class 10 contains 58271 members 
Mstep: Class 11 contains 34361 members 
Mstep: Class 12 contains 215897 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684656.000000 Penalty: 62449.558594
Iteration 274Q: 19 clusters Score -1.496847e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183729 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173138 members 
Mstep: Class 4 contains 224391 members 
Mstep: Class 5 contains 62518 members 
Mstep: Class 6 contains 174699 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49267 members 
Mstep: Class 10 contains 58223 members 
Mstep: Class 11 contains 34388 members 
Mstep: Class 12 contains 215904 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684720.000000 Penalty: 62449.558594
Iteration 275Q: 19 clusters Score -1.496847e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183754 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173138 members 
Mstep: Class 4 contains 224352 members 
Mstep: Class 5 contains 62518 members 
Mstep: Class 6 contains 174725 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49276 members 
Mstep: Class 10 contains 58181 members 
Mstep: Class 11 contains 34419 members 
Mstep: Class 12 contains 215895 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 62449.558594
Iteration 276Q: 19 clusters Score -1.496848e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173135 members 
Mstep: Class 4 contains 224318 members 
Mstep: Class 5 contains 62516 members 
Mstep: Class 6 contains 174761 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 58125 members 
Mstep: Class 11 contains 34457 members 
Mstep: Class 12 contains 215901 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 277Q: 19 clusters Score -1.496848e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183790 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173120 members 
Mstep: Class 4 contains 224289 members 
Mstep: Class 5 contains 62510 members 
Mstep: Class 6 contains 174795 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49277 members 
Mstep: Class 10 contains 58087 members 
Mstep: Class 11 contains 34505 members 
Mstep: Class 12 contains 215885 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 278Q: 19 clusters Score -1.49685e+08 nChanged 494
Entering ConstructFrom: 
Score: -149684976.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (183805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183805 members 
Entering Unmasked Estep 
Score: -23535018.000000 Penalty: 3006.164307
	Iteration 0F: 2 clusters Score -2.353502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -23414108.000000 Penalty: 6012.328613
	Iteration 0F: 3 clusters Score -2.341411e+07 nChanged 88526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -23466302.000000 Penalty: 6012.328613
	Iteration 1F: 3 clusters Score -2.34663e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -23467834.000000 Penalty: 6012.328613
	Iteration 2Q: 3 clusters Score -2.346783e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105791 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -23470378.000000 Penalty: 6012.328613
	Iteration 3Q: 3 clusters Score -2.347038e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -23475028.000000 Penalty: 6012.328613
	Iteration 4F: 3 clusters Score -2.347503e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125089 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -23483872.000000 Penalty: 6012.328613
	Iteration 5F: 3 clusters Score -2.348387e+07 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -23497484.000000 Penalty: 6012.328613
	Iteration 6F: 3 clusters Score -2.349748e+07 nChanged 15945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154167 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -23513024.000000 Penalty: 6012.328613
	Iteration 7F: 3 clusters Score -2.351302e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164666 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -23524912.000000 Penalty: 6012.328613
	Iteration 8F: 3 clusters Score -2.352491e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -23531222.000000 Penalty: 6012.328613
	Iteration 9Q: 3 clusters Score -2.353122e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -23533836.000000 Penalty: 6012.328613
	Iteration 10Q: 3 clusters Score -2.353384e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -23534596.000000 Penalty: 6012.328613
	Iteration 11Q: 3 clusters Score -2.35346e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -23534834.000000 Penalty: 6012.328613
	Iteration 12Q: 3 clusters Score -2.353483e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174200 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -23535018.000000 Penalty: 6012.328613
	Iteration 13Q: 3 clusters Score -2.353502e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174694 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -23535048.000000 Penalty: 6012.328613
	Iteration 14Q: 3 clusters Score -2.353505e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175109 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -23535088.000000 Penalty: 6012.328613
	Iteration 15Q: 3 clusters Score -2.353509e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -23535144.000000 Penalty: 6012.328613
	Iteration 16Q: 3 clusters Score -2.353514e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -23535236.000000 Penalty: 6012.328613
	Iteration 17Q: 3 clusters Score -2.353524e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176079 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -23535264.000000 Penalty: 6012.328613
	Iteration 18Q: 3 clusters Score -2.353526e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -23535320.000000 Penalty: 6012.328613
	Iteration 19Q: 3 clusters Score -2.353532e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -23535374.000000 Penalty: 6012.328613
	Iteration 20F: 3 clusters Score -2.353537e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176825 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -23535348.000000 Penalty: 6012.328613
	Iteration 21Q: 3 clusters Score -2.353535e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -23535374.000000 Penalty: 6012.328613
	Iteration 22Q: 3 clusters Score -2.353537e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -23535354.000000 Penalty: 6012.328613
	Iteration 23Q: 3 clusters Score -2.353535e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177311 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -23535374.000000 Penalty: 6012.328613
	Iteration 24Q: 3 clusters Score -2.353537e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -23535408.000000 Penalty: 6012.328613
	Iteration 25Q: 3 clusters Score -2.353541e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177554 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -23535408.000000 Penalty: 6012.328613
	Iteration 26Q: 3 clusters Score -2.353541e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -23535414.000000 Penalty: 6012.328613
	Iteration 27Q: 3 clusters Score -2.353541e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177750 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -23535420.000000 Penalty: 6012.328613
	Iteration 28Q: 3 clusters Score -2.353542e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -23535444.000000 Penalty: 6012.328613
	Iteration 29Q: 3 clusters Score -2.353544e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -23535488.000000 Penalty: 6012.328613
	Iteration 30Q: 3 clusters Score -2.353549e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177954 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -23535514.000000 Penalty: 6012.328613
	Iteration 31Q: 3 clusters Score -2.353551e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178015 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -23535496.000000 Penalty: 6012.328613
	Iteration 32Q: 3 clusters Score -2.35355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178069 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23535492.000000 Penalty: 6012.328613
	Iteration 33Q: 3 clusters Score -2.353549e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178117 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -23535460.000000 Penalty: 6012.328613
	Iteration 34Q: 3 clusters Score -2.353546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -23535484.000000 Penalty: 6012.328613
	Iteration 35Q: 3 clusters Score -2.353548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -23535484.000000 Penalty: 6012.328613
	Iteration 36Q: 3 clusters Score -2.353548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178236 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -23535510.000000 Penalty: 6012.328613
	Iteration 37Q: 3 clusters Score -2.353551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178275 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -23535492.000000 Penalty: 6012.328613
	Iteration 38Q: 3 clusters Score -2.353549e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -23535492.000000 Penalty: 6012.328613
	Iteration 39Q: 3 clusters Score -2.353549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -23535516.000000 Penalty: 6012.328613
	Iteration 40F: 3 clusters Score -2.353552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178399 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -23535506.000000 Penalty: 6012.328613
	Iteration 41Q: 3 clusters Score -2.353551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -23535482.000000 Penalty: 6012.328613
	Iteration 42Q: 3 clusters Score -2.353548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -23535482.000000 Penalty: 6012.328613
	Iteration 43Q: 3 clusters Score -2.353548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -23535480.000000 Penalty: 6012.328613
	Iteration 44Q: 3 clusters Score -2.353548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -23535506.000000 Penalty: 6012.328613
	Iteration 45Q: 3 clusters Score -2.353551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178560 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -23535476.000000 Penalty: 6012.328613
	Iteration 46Q: 3 clusters Score -2.353548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178579 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -23535464.000000 Penalty: 6012.328613
	Iteration 47Q: 3 clusters Score -2.353546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178595 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -23535482.000000 Penalty: 6012.328613
	Iteration 48Q: 3 clusters Score -2.353548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -23535490.000000 Penalty: 6012.328613
	Iteration 49Q: 3 clusters Score -2.353549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178638 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -23535492.000000 Penalty: 6012.328613
	Iteration 50Q: 3 clusters Score -2.353549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178653 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -23535502.000000 Penalty: 6012.328613
	Iteration 51Q: 3 clusters Score -2.35355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178667 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -23535506.000000 Penalty: 6012.328613
	Iteration 52Q: 3 clusters Score -2.353551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178681 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -23535506.000000 Penalty: 6012.328613
	Iteration 53Q: 3 clusters Score -2.353551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -23535496.000000 Penalty: 6012.328613
	Iteration 54Q: 3 clusters Score -2.35355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -23535502.000000 Penalty: 6012.328613
	Iteration 55Q: 3 clusters Score -2.35355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178729 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -23535508.000000 Penalty: 6012.328613
	Iteration 56Q: 3 clusters Score -2.353551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -23535478.000000 Penalty: 6012.328613
	Iteration 57Q: 3 clusters Score -2.353548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178759 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -23535482.000000 Penalty: 6012.328613
	Iteration 58Q: 3 clusters Score -2.353548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -23535466.000000 Penalty: 6012.328613
	Iteration 59Q: 3 clusters Score -2.353547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178775 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -23535470.000000 Penalty: 6012.328613
	Iteration 60F: 3 clusters Score -2.353547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -23535474.000000 Penalty: 6012.328613
	Iteration 61Q: 3 clusters Score -2.353547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -23535486.000000 Penalty: 6012.328613
	Iteration 62Q: 3 clusters Score -2.353549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -23535482.000000 Penalty: 6012.328613
	Iteration 63Q: 3 clusters Score -2.353548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178803 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -23535488.000000 Penalty: 6012.328613
	Iteration 64Q: 3 clusters Score -2.353549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178804 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -23535472.000000 Penalty: 6012.328613
	Iteration 65Q: 3 clusters Score -2.353547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178806 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -23535474.000000 Penalty: 6012.328613
	Iteration 66Q: 3 clusters Score -2.353547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -23535464.000000 Penalty: 6012.328613
	Iteration 67Q: 3 clusters Score -2.353546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -23535464.000000 Penalty: 6012.328613
	Iteration 68F: 3 clusters Score -2.353546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173118 members 
Mstep: Class 4 contains 224253 members 
Mstep: Class 5 contains 62501 members 
Mstep: Class 6 contains 174827 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 58036 members 
Mstep: Class 11 contains 34570 members 
Mstep: Class 12 contains 215873 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 4998 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149684240.000000 Penalty: 65918.976562
Splitting cluster 1 changes total score from -149684976.000000 to -149684240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -544874.000000 Penalty: 2078.467041
	Iteration 0F: 2 clusters Score -544874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -540780.000000 Penalty: 4156.934082
	Iteration 0F: 3 clusters Score -540780 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -541702.812500 Penalty: 4156.934082
	Iteration 1F: 3 clusters Score -541702.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -541889.000000 Penalty: 4156.934082
	Iteration 2F: 3 clusters Score -541889 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -542036.687500 Penalty: 4156.934082
	Iteration 3F: 3 clusters Score -542036.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -542147.875000 Penalty: 4156.934082
	Iteration 4Q: 3 clusters Score -542147.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -542235.312500 Penalty: 4156.934082
	Iteration 5Q: 3 clusters Score -542235.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -542331.000000 Penalty: 4156.934082
	Iteration 6Q: 3 clusters Score -542331 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -542408.187500 Penalty: 4156.934082
	Iteration 7Q: 3 clusters Score -542408.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -542489.125000 Penalty: 4156.934082
	Iteration 8Q: 3 clusters Score -542489.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -542601.187500 Penalty: 4156.934082
	Iteration 9Q: 3 clusters Score -542601.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -542769.375000 Penalty: 4156.934082
	Iteration 10Q: 3 clusters Score -542769.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -543074.437500 Penalty: 4156.934082
	Iteration 11Q: 3 clusters Score -543074.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -543490.875000 Penalty: 4156.934082
	Iteration 12F: 3 clusters Score -543490.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -543942.375000 Penalty: 4156.934082
	Iteration 13F: 3 clusters Score -543942.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -544251.500000 Penalty: 4156.934082
	Iteration 14Q: 3 clusters Score -544251.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -544439.312500 Penalty: 4156.934082
	Iteration 15Q: 3 clusters Score -544439.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -544547.125000 Penalty: 4156.934082
	Iteration 16Q: 3 clusters Score -544547.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -544592.062500 Penalty: 4156.934082
	Iteration 17Q: 3 clusters Score -544592.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -544603.562500 Penalty: 4156.934082
	Iteration 18Q: 3 clusters Score -544603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -544609.437500 Penalty: 4156.934082
	Iteration 19Q: 3 clusters Score -544609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -544611.375000 Penalty: 4156.934082
	Iteration 20F: 3 clusters Score -544611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -544613.750000 Penalty: 4156.934082
	Iteration 21Q: 3 clusters Score -544613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -544617.500000 Penalty: 4156.934082
	Iteration 22Q: 3 clusters Score -544617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -544620.500000 Penalty: 4156.934082
	Iteration 23Q: 3 clusters Score -544620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -544621.687500 Penalty: 4156.934082
	Iteration 24Q: 3 clusters Score -544621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -544622.250000 Penalty: 4156.934082
	Iteration 25Q: 3 clusters Score -544622.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -544622.250000 Penalty: 4156.934082
	Iteration 26F: 3 clusters Score -544622.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Entering Unmasked Estep 
Score: -22249742.000000 Penalty: 2991.308594
	Iteration 0F: 2 clusters Score -2.224974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -22135688.000000 Penalty: 5982.617188
	Iteration 0F: 3 clusters Score -2.213569e+07 nChanged 82900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -22183378.000000 Penalty: 5982.617188
	Iteration 1F: 3 clusters Score -2.218338e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -22184406.000000 Penalty: 5982.617188
	Iteration 2Q: 3 clusters Score -2.218441e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91570 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -22185564.000000 Penalty: 5982.617188
	Iteration 3Q: 3 clusters Score -2.218556e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -22187682.000000 Penalty: 5982.617188
	Iteration 4Q: 3 clusters Score -2.218768e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -22190632.000000 Penalty: 5982.617188
	Iteration 5Q: 3 clusters Score -2.219063e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -22195158.000000 Penalty: 5982.617188
	Iteration 6Q: 3 clusters Score -2.219516e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -22201620.000000 Penalty: 5982.617188
	Iteration 7F: 3 clusters Score -2.220162e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -22209322.000000 Penalty: 5982.617188
	Iteration 8F: 3 clusters Score -2.220932e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129386 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -22217718.000000 Penalty: 5982.617188
	Iteration 9F: 3 clusters Score -2.221772e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -22225224.000000 Penalty: 5982.617188
	Iteration 10F: 3 clusters Score -2.222522e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -22231028.000000 Penalty: 5982.617188
	Iteration 11Q: 3 clusters Score -2.223103e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148847 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -22235584.000000 Penalty: 5982.617188
	Iteration 12Q: 3 clusters Score -2.223558e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -22238672.000000 Penalty: 5982.617188
	Iteration 13Q: 3 clusters Score -2.223867e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -22240972.000000 Penalty: 5982.617188
	Iteration 14Q: 3 clusters Score -2.224097e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -22242326.000000 Penalty: 5982.617188
	Iteration 15Q: 3 clusters Score -2.224233e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158893 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -22243232.000000 Penalty: 5982.617188
	Iteration 16Q: 3 clusters Score -2.224323e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -22243844.000000 Penalty: 5982.617188
	Iteration 17Q: 3 clusters Score -2.224384e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -22244302.000000 Penalty: 5982.617188
	Iteration 18Q: 3 clusters Score -2.22443e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -22244626.000000 Penalty: 5982.617188
	Iteration 19Q: 3 clusters Score -2.224463e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -22245024.000000 Penalty: 5982.617188
	Iteration 20F: 3 clusters Score -2.224502e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164532 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -22245366.000000 Penalty: 5982.617188
	Iteration 21Q: 3 clusters Score -2.224537e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165316 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -22245564.000000 Penalty: 5982.617188
	Iteration 22Q: 3 clusters Score -2.224556e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166023 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -22245806.000000 Penalty: 5982.617188
	Iteration 23Q: 3 clusters Score -2.224581e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166669 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -22245950.000000 Penalty: 5982.617188
	Iteration 24Q: 3 clusters Score -2.224595e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167271 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -22246174.000000 Penalty: 5982.617188
	Iteration 25Q: 3 clusters Score -2.224617e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -22246330.000000 Penalty: 5982.617188
	Iteration 26Q: 3 clusters Score -2.224633e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -22246446.000000 Penalty: 5982.617188
	Iteration 27Q: 3 clusters Score -2.224645e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -22246546.000000 Penalty: 5982.617188
	Iteration 28Q: 3 clusters Score -2.224655e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168961 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -22246676.000000 Penalty: 5982.617188
	Iteration 29Q: 3 clusters Score -2.224668e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -22246778.000000 Penalty: 5982.617188
	Iteration 30Q: 3 clusters Score -2.224678e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -22246846.000000 Penalty: 5982.617188
	Iteration 31Q: 3 clusters Score -2.224685e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -22246954.000000 Penalty: 5982.617188
	Iteration 32Q: 3 clusters Score -2.224695e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170022 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -22247004.000000 Penalty: 5982.617188
	Iteration 33Q: 3 clusters Score -2.2247e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -22247062.000000 Penalty: 5982.617188
	Iteration 34Q: 3 clusters Score -2.224706e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22247096.000000 Penalty: 5982.617188
	Iteration 35Q: 3 clusters Score -2.22471e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22247146.000000 Penalty: 5982.617188
	Iteration 36Q: 3 clusters Score -2.224715e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22247206.000000 Penalty: 5982.617188
	Iteration 37Q: 3 clusters Score -2.224721e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22247214.000000 Penalty: 5982.617188
	Iteration 38Q: 3 clusters Score -2.224721e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -22247254.000000 Penalty: 5982.617188
	Iteration 39Q: 3 clusters Score -2.224725e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -22247302.000000 Penalty: 5982.617188
	Iteration 40F: 3 clusters Score -2.22473e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22247338.000000 Penalty: 5982.617188
	Iteration 41Q: 3 clusters Score -2.224734e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171031 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22247354.000000 Penalty: 5982.617188
	Iteration 42Q: 3 clusters Score -2.224735e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22247392.000000 Penalty: 5982.617188
	Iteration 43Q: 3 clusters Score -2.224739e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171150 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22247388.000000 Penalty: 5982.617188
	Iteration 44Q: 3 clusters Score -2.224739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171204 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -22247398.000000 Penalty: 5982.617188
	Iteration 45Q: 3 clusters Score -2.22474e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22247392.000000 Penalty: 5982.617188
	Iteration 46Q: 3 clusters Score -2.224739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22247422.000000 Penalty: 5982.617188
	Iteration 47Q: 3 clusters Score -2.224742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -22247422.000000 Penalty: 5982.617188
	Iteration 48Q: 3 clusters Score -2.224742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171310 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -22247428.000000 Penalty: 5982.617188
	Iteration 49Q: 3 clusters Score -2.224743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -22247432.000000 Penalty: 5982.617188
	Iteration 50Q: 3 clusters Score -2.224743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22247424.000000 Penalty: 5982.617188
	Iteration 51Q: 3 clusters Score -2.224742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22247430.000000 Penalty: 5982.617188
	Iteration 52Q: 3 clusters Score -2.224743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22247434.000000 Penalty: 5982.617188
	Iteration 53Q: 3 clusters Score -2.224743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22247436.000000 Penalty: 5982.617188
	Iteration 54Q: 3 clusters Score -2.224744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22247466.000000 Penalty: 5982.617188
	Iteration 55Q: 3 clusters Score -2.224747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171429 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22247460.000000 Penalty: 5982.617188
	Iteration 56Q: 3 clusters Score -2.224746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171453 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22247462.000000 Penalty: 5982.617188
	Iteration 57Q: 3 clusters Score -2.224746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171473 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22247424.000000 Penalty: 5982.617188
	Iteration 58Q: 3 clusters Score -2.224742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -22247406.000000 Penalty: 5982.617188
	Iteration 59Q: 3 clusters Score -2.224741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171503 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22247444.000000 Penalty: 5982.617188
	Iteration 60F: 3 clusters Score -2.224744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22247430.000000 Penalty: 5982.617188
	Iteration 61Q: 3 clusters Score -2.224743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22247450.000000 Penalty: 5982.617188
	Iteration 62Q: 3 clusters Score -2.224745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171541 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -22247448.000000 Penalty: 5982.617188
	Iteration 63Q: 3 clusters Score -2.224745e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -22247438.000000 Penalty: 5982.617188
	Iteration 64Q: 3 clusters Score -2.224744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171564 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22247456.000000 Penalty: 5982.617188
	Iteration 65Q: 3 clusters Score -2.224746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171571 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22247454.000000 Penalty: 5982.617188
	Iteration 66Q: 3 clusters Score -2.224745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22247462.000000 Penalty: 5982.617188
	Iteration 67Q: 3 clusters Score -2.224746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171592 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22247474.000000 Penalty: 5982.617188
	Iteration 68Q: 3 clusters Score -2.224747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22247472.000000 Penalty: 5982.617188
	Iteration 69Q: 3 clusters Score -2.224747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171614 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 5982.617188
	Iteration 70Q: 3 clusters Score -2.224747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171629 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 5982.617188
	Iteration 71Q: 3 clusters Score -2.224747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171642 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22247478.000000 Penalty: 5982.617188
	Iteration 72Q: 3 clusters Score -2.224748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22247462.000000 Penalty: 5982.617188
	Iteration 73Q: 3 clusters Score -2.224746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171664 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22247478.000000 Penalty: 5982.617188
	Iteration 74Q: 3 clusters Score -2.224748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22247480.000000 Penalty: 5982.617188
	Iteration 75Q: 3 clusters Score -2.224748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171671 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -22247474.000000 Penalty: 5982.617188
	Iteration 76Q: 3 clusters Score -2.224747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 5982.617188
	Iteration 77Q: 3 clusters Score -2.224747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22247466.000000 Penalty: 5982.617188
	Iteration 78Q: 3 clusters Score -2.224747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22247470.000000 Penalty: 5982.617188
	Iteration 79Q: 3 clusters Score -2.224747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171684 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22247470.000000 Penalty: 5982.617188
	Iteration 80F: 3 clusters Score -2.224747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171687 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 5982.617188
	Iteration 81Q: 3 clusters Score -2.224747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22247474.000000 Penalty: 5982.617188
	Iteration 82Q: 3 clusters Score -2.224747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171690 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22247476.000000 Penalty: 5982.617188
	Iteration 83Q: 3 clusters Score -2.224748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 5982.617188
	Iteration 84Q: 3 clusters Score -2.224747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22247468.000000 Penalty: 5982.617188
	Iteration 85F: 3 clusters Score -2.224747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224253 members 
Entering Unmasked Estep 
Score: -28687456.000000 Penalty: 3055.491455
	Iteration 0F: 2 clusters Score -2.868746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -28546472.000000 Penalty: 6110.982910
	Iteration 0F: 3 clusters Score -2.854647e+07 nChanged 108203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -28609674.000000 Penalty: 6110.982910
	Iteration 1F: 3 clusters Score -2.860967e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114997 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -28610544.000000 Penalty: 6110.982910
	Iteration 2Q: 3 clusters Score -2.861054e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116961 members 
Mstep: Class 2 contains 107292 members 
Entering Unmasked Estep 
Score: -28611190.000000 Penalty: 6110.982910
	Iteration 3Q: 3 clusters Score -2.861119e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119889 members 
Mstep: Class 2 contains 104364 members 
Entering Unmasked Estep 
Score: -28612012.000000 Penalty: 6110.982910
	Iteration 4Q: 3 clusters Score -2.861201e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -28613464.000000 Penalty: 6110.982910
	Iteration 5Q: 3 clusters Score -2.861346e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131038 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -28615866.000000 Penalty: 6110.982910
	Iteration 6Q: 3 clusters Score -2.861587e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -28620076.000000 Penalty: 6110.982910
	Iteration 7Q: 3 clusters Score -2.862008e+07 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -28628990.000000 Penalty: 6110.982910
	Iteration 8F: 3 clusters Score -2.862899e+07 nChanged 18596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173581 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -28643498.000000 Penalty: 6110.982910
	Iteration 9F: 3 clusters Score -2.86435e+07 nChanged 20674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194241 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -28660906.000000 Penalty: 6110.982910
	Iteration 10F: 3 clusters Score -2.866091e+07 nChanged 16310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210549 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -28674110.000000 Penalty: 6110.982910
	Iteration 11F: 3 clusters Score -2.867411e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219078 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -28680634.000000 Penalty: 6110.982910
	Iteration 12Q: 3 clusters Score -2.868063e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222366 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -28683302.000000 Penalty: 6110.982910
	Iteration 13Q: 3 clusters Score -2.86833e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223378 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -28684234.000000 Penalty: 6110.982910
	Iteration 14Q: 3 clusters Score -2.868423e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223682 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -28684418.000000 Penalty: 6110.982910
	Iteration 15Q: 3 clusters Score -2.868442e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223799 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -28684548.000000 Penalty: 6110.982910
	Iteration 16Q: 3 clusters Score -2.868455e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223854 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28684570.000000 Penalty: 6110.982910
	Iteration 17Q: 3 clusters Score -2.868457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223884 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28684622.000000 Penalty: 6110.982910
	Iteration 18Q: 3 clusters Score -2.868462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223894 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28684662.000000 Penalty: 6110.982910
	Iteration 19Q: 3 clusters Score -2.868466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223909 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28684662.000000 Penalty: 6110.982910
	Iteration 20F: 3 clusters Score -2.868466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223912 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28684670.000000 Penalty: 6110.982910
	Iteration 21Q: 3 clusters Score -2.868467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223920 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28684690.000000 Penalty: 6110.982910
	Iteration 22Q: 3 clusters Score -2.868469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223922 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28684694.000000 Penalty: 6110.982910
	Iteration 23Q: 3 clusters Score -2.868469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223925 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28684696.000000 Penalty: 6110.982910
	Iteration 24Q: 3 clusters Score -2.86847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223927 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28684706.000000 Penalty: 6110.982910
	Iteration 25Q: 3 clusters Score -2.868471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223927 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28684710.000000 Penalty: 6110.982910
	Iteration 26Q: 3 clusters Score -2.868471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223929 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28684718.000000 Penalty: 6110.982910
	Iteration 27Q: 3 clusters Score -2.868472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223935 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28684736.000000 Penalty: 6110.982910
	Iteration 28Q: 3 clusters Score -2.868474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223940 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28684742.000000 Penalty: 6110.982910
	Iteration 29Q: 3 clusters Score -2.868474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223943 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28684764.000000 Penalty: 6110.982910
	Iteration 30Q: 3 clusters Score -2.868476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223946 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28684752.000000 Penalty: 6110.982910
	Iteration 31Q: 3 clusters Score -2.868475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223947 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28684746.000000 Penalty: 6110.982910
	Iteration 32Q: 3 clusters Score -2.868475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223947 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28684758.000000 Penalty: 6110.982910
	Iteration 33Q: 3 clusters Score -2.868476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223947 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28684758.000000 Penalty: 6110.982910
	Iteration 34F: 3 clusters Score -2.868476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Entering Unmasked Estep 
Score: -7774726.500000 Penalty: 2738.648682
	Iteration 0F: 2 clusters Score -7774726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -7732828.500000 Penalty: 5477.297363
	Iteration 0F: 3 clusters Score -7732828 nChanged 29131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -7748972.500000 Penalty: 5477.297363
	Iteration 1F: 3 clusters Score -7748972 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7749462.500000 Penalty: 5477.297363
	Iteration 2Q: 3 clusters Score -7749462 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -7750032.000000 Penalty: 5477.297363
	Iteration 3Q: 3 clusters Score -7750032 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -7750714.000000 Penalty: 5477.297363
	Iteration 4Q: 3 clusters Score -7750714 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -7751924.500000 Penalty: 5477.297363
	Iteration 5Q: 3 clusters Score -7751924 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -7754130.000000 Penalty: 5477.297363
	Iteration 6F: 3 clusters Score -7754130 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -7757801.500000 Penalty: 5477.297363
	Iteration 7F: 3 clusters Score -7757802 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -7763151.500000 Penalty: 5477.297363
	Iteration 8F: 3 clusters Score -7763152 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -7768359.000000 Penalty: 5477.297363
	Iteration 9F: 3 clusters Score -7768359 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7770990.500000 Penalty: 5477.297363
	Iteration 10Q: 3 clusters Score -7770990 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7771855.500000 Penalty: 5477.297363
	Iteration 11Q: 3 clusters Score -7771856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7772133.000000 Penalty: 5477.297363
	Iteration 12Q: 3 clusters Score -7772133 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7772242.000000 Penalty: 5477.297363
	Iteration 13Q: 3 clusters Score -7772242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7772294.500000 Penalty: 5477.297363
	Iteration 14Q: 3 clusters Score -7772294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7772315.500000 Penalty: 5477.297363
	Iteration 15Q: 3 clusters Score -7772316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7772336.500000 Penalty: 5477.297363
	Iteration 16Q: 3 clusters Score -7772336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7772346.500000 Penalty: 5477.297363
	Iteration 17Q: 3 clusters Score -7772346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7772350.500000 Penalty: 5477.297363
	Iteration 18Q: 3 clusters Score -7772350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7772373.500000 Penalty: 5477.297363
	Iteration 19Q: 3 clusters Score -7772374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7772383.000000 Penalty: 5477.297363
	Iteration 20F: 3 clusters Score -7772383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7772382.000000 Penalty: 5477.297363
	Iteration 21Q: 3 clusters Score -7772382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7772386.500000 Penalty: 5477.297363
	Iteration 22Q: 3 clusters Score -7772386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7772386.500000 Penalty: 5477.297363
	Iteration 23F: 3 clusters Score -7772386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174827 members 
Entering Unmasked Estep 
Score: -22388146.000000 Penalty: 2993.744873
	Iteration 0F: 2 clusters Score -2.238815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87551 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -22272090.000000 Penalty: 5987.489746
	Iteration 0F: 3 clusters Score -2.227209e+07 nChanged 84095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -22321098.000000 Penalty: 5987.489746
	Iteration 1F: 3 clusters Score -2.23211e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91303 members 
Mstep: Class 2 contains 83524 members 
Entering Unmasked Estep 
Score: -22322046.000000 Penalty: 5987.489746
	Iteration 2Q: 3 clusters Score -2.232205e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -22323136.000000 Penalty: 5987.489746
	Iteration 3Q: 3 clusters Score -2.232314e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -22324542.000000 Penalty: 5987.489746
	Iteration 4Q: 3 clusters Score -2.232454e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -22326750.000000 Penalty: 5987.489746
	Iteration 5Q: 3 clusters Score -2.232675e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -22330364.000000 Penalty: 5987.489746
	Iteration 6Q: 3 clusters Score -2.233036e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116628 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -22336172.000000 Penalty: 5987.489746
	Iteration 7F: 3 clusters Score -2.233617e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128186 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -22344940.000000 Penalty: 5987.489746
	Iteration 8F: 3 clusters Score -2.234494e+07 nChanged 12837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -22355856.000000 Penalty: 5987.489746
	Iteration 9F: 3 clusters Score -2.235586e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -22366652.000000 Penalty: 5987.489746
	Iteration 10F: 3 clusters Score -2.236665e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -22374692.000000 Penalty: 5987.489746
	Iteration 11F: 3 clusters Score -2.237469e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -22379624.000000 Penalty: 5987.489746
	Iteration 12Q: 3 clusters Score -2.237962e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -22382524.000000 Penalty: 5987.489746
	Iteration 13Q: 3 clusters Score -2.238252e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22383966.000000 Penalty: 5987.489746
	Iteration 14Q: 3 clusters Score -2.238397e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173337 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -22384702.000000 Penalty: 5987.489746
	Iteration 15Q: 3 clusters Score -2.23847e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173790 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22384998.000000 Penalty: 5987.489746
	Iteration 16Q: 3 clusters Score -2.2385e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173980 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22385198.000000 Penalty: 5987.489746
	Iteration 17Q: 3 clusters Score -2.23852e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174102 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -22385320.000000 Penalty: 5987.489746
	Iteration 18Q: 3 clusters Score -2.238532e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174160 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -22385340.000000 Penalty: 5987.489746
	Iteration 19Q: 3 clusters Score -2.238534e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22385370.000000 Penalty: 5987.489746
	Iteration 20F: 3 clusters Score -2.238537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22385394.000000 Penalty: 5987.489746
	Iteration 21Q: 3 clusters Score -2.238539e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -22385432.000000 Penalty: 5987.489746
	Iteration 22Q: 3 clusters Score -2.238543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174260 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22385442.000000 Penalty: 5987.489746
	Iteration 23Q: 3 clusters Score -2.238544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174283 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22385480.000000 Penalty: 5987.489746
	Iteration 24Q: 3 clusters Score -2.238548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22385486.000000 Penalty: 5987.489746
	Iteration 25Q: 3 clusters Score -2.238549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22385502.000000 Penalty: 5987.489746
	Iteration 26Q: 3 clusters Score -2.23855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22385502.000000 Penalty: 5987.489746
	Iteration 27Q: 3 clusters Score -2.23855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22385508.000000 Penalty: 5987.489746
	Iteration 28Q: 3 clusters Score -2.238551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174333 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22385524.000000 Penalty: 5987.489746
	Iteration 29Q: 3 clusters Score -2.238552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22385508.000000 Penalty: 5987.489746
	Iteration 30Q: 3 clusters Score -2.238551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22385516.000000 Penalty: 5987.489746
	Iteration 31Q: 3 clusters Score -2.238552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22385536.000000 Penalty: 5987.489746
	Iteration 32Q: 3 clusters Score -2.238554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174343 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22385524.000000 Penalty: 5987.489746
	Iteration 33Q: 3 clusters Score -2.238552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174346 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22385526.000000 Penalty: 5987.489746
	Iteration 34Q: 3 clusters Score -2.238553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174347 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22385520.000000 Penalty: 5987.489746
	Iteration 35Q: 3 clusters Score -2.238552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174348 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22385528.000000 Penalty: 5987.489746
	Iteration 36Q: 3 clusters Score -2.238553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174349 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22385534.000000 Penalty: 5987.489746
	Iteration 37Q: 3 clusters Score -2.238553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174352 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22385532.000000 Penalty: 5987.489746
	Iteration 38Q: 3 clusters Score -2.238553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22385534.000000 Penalty: 5987.489746
	Iteration 39Q: 3 clusters Score -2.238553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22385534.000000 Penalty: 5987.489746
	Iteration 40F: 3 clusters Score -2.238553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -258706.968750 Penalty: 1905.940430
	Iteration 0F: 2 clusters Score -258707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -255986.093750 Penalty: 3811.880859
	Iteration 0F: 3 clusters Score -255986.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -256521.843750 Penalty: 3811.880859
	Iteration 1F: 3 clusters Score -256521.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -256683.218750 Penalty: 3811.880859
	Iteration 2F: 3 clusters Score -256683.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256761.546875 Penalty: 3811.880859
	Iteration 3Q: 3 clusters Score -256761.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -256805.875000 Penalty: 3811.880859
	Iteration 4Q: 3 clusters Score -256805.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -256824.937500 Penalty: 3811.880859
	Iteration 5Q: 3 clusters Score -256824.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -256835.671875 Penalty: 3811.880859
	Iteration 6Q: 3 clusters Score -256835.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -256853.890625 Penalty: 3811.880859
	Iteration 7Q: 3 clusters Score -256853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -256869.734375 Penalty: 3811.880859
	Iteration 8Q: 3 clusters Score -256869.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -256883.875000 Penalty: 3811.880859
	Iteration 9Q: 3 clusters Score -256883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -256891.421875 Penalty: 3811.880859
	Iteration 10Q: 3 clusters Score -256891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -256893.984375 Penalty: 3811.880859
	Iteration 11Q: 3 clusters Score -256894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -256896.515625 Penalty: 3811.880859
	Iteration 12Q: 3 clusters Score -256896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256897.156250 Penalty: 3811.880859
	Iteration 13Q: 3 clusters Score -256897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256897.156250 Penalty: 3811.880859
	Iteration 14F: 3 clusters Score -256897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52037.117188 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52037.12 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52491.648438 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52491.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52869.515625 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52869.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53178.164062 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -53178.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -53354.339844 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -53354.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -53460.375000 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53460.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53575.933594 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53575.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -53683.964844 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53683.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53773.019531 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53773.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -53820.386719 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53820.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53869.644531 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53869.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -53898.031250 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53898.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -53928.363281 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53928.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -53928.363281 Penalty: 3115.076416
	Iteration 13F: 3 clusters Score -53928.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173118 members 
Mstep: Class 4 contains 224253 members 
Mstep: Class 5 contains 62501 members 
Mstep: Class 6 contains 174827 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 110 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 58036 members 
Mstep: Class 11 contains 34570 members 
Mstep: Class 12 contains 215873 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683392.000000 Penalty: 65918.976562
Splitting cluster 8 changes total score from -149684976.000000 to -149683392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (49275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Entering Unmasked Estep 
Score: -6358252.000000 Penalty: 2679.682617
	Iteration 0F: 2 clusters Score -6358252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -6324999.000000 Penalty: 5359.365234
	Iteration 0F: 3 clusters Score -6324999 nChanged 22826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -6337456.500000 Penalty: 5359.365234
	Iteration 1F: 3 clusters Score -6337456 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -6337951.000000 Penalty: 5359.365234
	Iteration 2Q: 3 clusters Score -6337951 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -6338520.500000 Penalty: 5359.365234
	Iteration 3Q: 3 clusters Score -6338520 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -6339265.000000 Penalty: 5359.365234
	Iteration 4Q: 3 clusters Score -6339265 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6340273.000000 Penalty: 5359.365234
	Iteration 5Q: 3 clusters Score -6340273 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -6341664.500000 Penalty: 5359.365234
	Iteration 6F: 3 clusters Score -6341664 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -6343610.500000 Penalty: 5359.365234
	Iteration 7F: 3 clusters Score -6343610 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -6346312.500000 Penalty: 5359.365234
	Iteration 8F: 3 clusters Score -6346312 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -6349831.000000 Penalty: 5359.365234
	Iteration 9F: 3 clusters Score -6349831 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -6352408.000000 Penalty: 5359.365234
	Iteration 10F: 3 clusters Score -6352408 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -6353540.000000 Penalty: 5359.365234
	Iteration 11Q: 3 clusters Score -6353540 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -6353981.000000 Penalty: 5359.365234
	Iteration 12Q: 3 clusters Score -6353981 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -6354184.000000 Penalty: 5359.365234
	Iteration 13Q: 3 clusters Score -6354184 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -6354389.000000 Penalty: 5359.365234
	Iteration 14Q: 3 clusters Score -6354389 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -6354499.000000 Penalty: 5359.365234
	Iteration 15Q: 3 clusters Score -6354499 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6354628.000000 Penalty: 5359.365234
	Iteration 16Q: 3 clusters Score -6354628 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -6354720.000000 Penalty: 5359.365234
	Iteration 17Q: 3 clusters Score -6354720 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6354815.500000 Penalty: 5359.365234
	Iteration 18Q: 3 clusters Score -6354816 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6354906.000000 Penalty: 5359.365234
	Iteration 19Q: 3 clusters Score -6354906 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6355017.500000 Penalty: 5359.365234
	Iteration 20F: 3 clusters Score -6355018 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -6355088.500000 Penalty: 5359.365234
	Iteration 21Q: 3 clusters Score -6355088 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -6355146.500000 Penalty: 5359.365234
	Iteration 22Q: 3 clusters Score -6355146 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -6355244.500000 Penalty: 5359.365234
	Iteration 23Q: 3 clusters Score -6355244 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -6355319.000000 Penalty: 5359.365234
	Iteration 24Q: 3 clusters Score -6355319 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -6355399.000000 Penalty: 5359.365234
	Iteration 25Q: 3 clusters Score -6355399 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -6355460.000000 Penalty: 5359.365234
	Iteration 26Q: 3 clusters Score -6355460 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6355490.000000 Penalty: 5359.365234
	Iteration 27Q: 3 clusters Score -6355490 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6355532.500000 Penalty: 5359.365234
	Iteration 28Q: 3 clusters Score -6355532 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -6355581.000000 Penalty: 5359.365234
	Iteration 29Q: 3 clusters Score -6355581 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -6355652.500000 Penalty: 5359.365234
	Iteration 30Q: 3 clusters Score -6355652 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -6355700.000000 Penalty: 5359.365234
	Iteration 31Q: 3 clusters Score -6355700 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6355719.000000 Penalty: 5359.365234
	Iteration 32Q: 3 clusters Score -6355719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6355729.000000 Penalty: 5359.365234
	Iteration 33Q: 3 clusters Score -6355729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -6355755.500000 Penalty: 5359.365234
	Iteration 34Q: 3 clusters Score -6355756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6355760.000000 Penalty: 5359.365234
	Iteration 35Q: 3 clusters Score -6355760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6355800.500000 Penalty: 5359.365234
	Iteration 36Q: 3 clusters Score -6355800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6355813.500000 Penalty: 5359.365234
	Iteration 37Q: 3 clusters Score -6355814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6355840.000000 Penalty: 5359.365234
	Iteration 38Q: 3 clusters Score -6355840 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6355882.500000 Penalty: 5359.365234
	Iteration 39Q: 3 clusters Score -6355882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6355895.000000 Penalty: 5359.365234
	Iteration 40F: 3 clusters Score -6355895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6355929.500000 Penalty: 5359.365234
	Iteration 41Q: 3 clusters Score -6355930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6355943.500000 Penalty: 5359.365234
	Iteration 42Q: 3 clusters Score -6355944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6355968.000000 Penalty: 5359.365234
	Iteration 43Q: 3 clusters Score -6355968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6355982.500000 Penalty: 5359.365234
	Iteration 44Q: 3 clusters Score -6355982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6355985.000000 Penalty: 5359.365234
	Iteration 45Q: 3 clusters Score -6355985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6356011.000000 Penalty: 5359.365234
	Iteration 46Q: 3 clusters Score -6356011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6356026.000000 Penalty: 5359.365234
	Iteration 47Q: 3 clusters Score -6356026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6356047.500000 Penalty: 5359.365234
	Iteration 48Q: 3 clusters Score -6356048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -6356054.000000 Penalty: 5359.365234
	Iteration 49Q: 3 clusters Score -6356054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6356058.000000 Penalty: 5359.365234
	Iteration 50Q: 3 clusters Score -6356058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6356071.000000 Penalty: 5359.365234
	Iteration 51Q: 3 clusters Score -6356071 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6356083.000000 Penalty: 5359.365234
	Iteration 52Q: 3 clusters Score -6356083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6356111.500000 Penalty: 5359.365234
	Iteration 53Q: 3 clusters Score -6356112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6356138.500000 Penalty: 5359.365234
	Iteration 54Q: 3 clusters Score -6356138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6356152.500000 Penalty: 5359.365234
	Iteration 55Q: 3 clusters Score -6356152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6356152.500000 Penalty: 5359.365234
	Iteration 56Q: 3 clusters Score -6356152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6356173.000000 Penalty: 5359.365234
	Iteration 57Q: 3 clusters Score -6356173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6356187.000000 Penalty: 5359.365234
	Iteration 58Q: 3 clusters Score -6356187 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6356203.500000 Penalty: 5359.365234
	Iteration 59Q: 3 clusters Score -6356204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6356207.000000 Penalty: 5359.365234
	Iteration 60F: 3 clusters Score -6356207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6356198.000000 Penalty: 5359.365234
	Iteration 61Q: 3 clusters Score -6356198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6356209.000000 Penalty: 5359.365234
	Iteration 62Q: 3 clusters Score -6356209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6356205.500000 Penalty: 5359.365234
	Iteration 63Q: 3 clusters Score -6356206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6356220.000000 Penalty: 5359.365234
	Iteration 64Q: 3 clusters Score -6356220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6356229.000000 Penalty: 5359.365234
	Iteration 65Q: 3 clusters Score -6356229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6356231.500000 Penalty: 5359.365234
	Iteration 66Q: 3 clusters Score -6356232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6356235.000000 Penalty: 5359.365234
	Iteration 67Q: 3 clusters Score -6356235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6356227.500000 Penalty: 5359.365234
	Iteration 68Q: 3 clusters Score -6356228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6356240.500000 Penalty: 5359.365234
	Iteration 69Q: 3 clusters Score -6356240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6356238.000000 Penalty: 5359.365234
	Iteration 70Q: 3 clusters Score -6356238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6356238.000000 Penalty: 5359.365234
	Iteration 71Q: 3 clusters Score -6356238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6356239.000000 Penalty: 5359.365234
	Iteration 72Q: 3 clusters Score -6356239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6356241.500000 Penalty: 5359.365234
	Iteration 73Q: 3 clusters Score -6356242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6356250.500000 Penalty: 5359.365234
	Iteration 74Q: 3 clusters Score -6356250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6356241.000000 Penalty: 5359.365234
	Iteration 75Q: 3 clusters Score -6356241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6356249.500000 Penalty: 5359.365234
	Iteration 76Q: 3 clusters Score -6356250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6356249.500000 Penalty: 5359.365234
	Iteration 77Q: 3 clusters Score -6356250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6356262.000000 Penalty: 5359.365234
	Iteration 78Q: 3 clusters Score -6356262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6356260.000000 Penalty: 5359.365234
	Iteration 79Q: 3 clusters Score -6356260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6356267.500000 Penalty: 5359.365234
	Iteration 80F: 3 clusters Score -6356268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6356270.500000 Penalty: 5359.365234
	Iteration 81Q: 3 clusters Score -6356270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6356273.000000 Penalty: 5359.365234
	Iteration 82Q: 3 clusters Score -6356273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6356279.500000 Penalty: 5359.365234
	Iteration 83Q: 3 clusters Score -6356280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6356279.000000 Penalty: 5359.365234
	Iteration 84Q: 3 clusters Score -6356279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6356284.000000 Penalty: 5359.365234
	Iteration 85Q: 3 clusters Score -6356284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6356289.500000 Penalty: 5359.365234
	Iteration 86Q: 3 clusters Score -6356290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6356284.000000 Penalty: 5359.365234
	Iteration 87Q: 3 clusters Score -6356284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6356298.500000 Penalty: 5359.365234
	Iteration 88Q: 3 clusters Score -6356298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6356306.500000 Penalty: 5359.365234
	Iteration 89Q: 3 clusters Score -6356306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6356302.500000 Penalty: 5359.365234
	Iteration 90Q: 3 clusters Score -6356302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6356302.000000 Penalty: 5359.365234
	Iteration 91Q: 3 clusters Score -6356302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6356299.000000 Penalty: 5359.365234
	Iteration 92Q: 3 clusters Score -6356299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6356304.500000 Penalty: 5359.365234
	Iteration 93Q: 3 clusters Score -6356304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6356305.000000 Penalty: 5359.365234
	Iteration 94Q: 3 clusters Score -6356305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6356311.000000 Penalty: 5359.365234
	Iteration 95Q: 3 clusters Score -6356311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6356314.500000 Penalty: 5359.365234
	Iteration 96Q: 3 clusters Score -6356314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6356306.000000 Penalty: 5359.365234
	Iteration 97Q: 3 clusters Score -6356306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6356311.000000 Penalty: 5359.365234
	Iteration 98Q: 3 clusters Score -6356311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6356316.000000 Penalty: 5359.365234
	Iteration 99Q: 3 clusters Score -6356316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6356310.500000 Penalty: 5359.365234
	Iteration 100F: 3 clusters Score -6356310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Entering Unmasked Estep 
Score: -7481577.500000 Penalty: 2720.267090
	Iteration 0F: 2 clusters Score -7481578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -7442677.500000 Penalty: 5440.534180
	Iteration 0F: 3 clusters Score -7442678 nChanged 26978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7457450.000000 Penalty: 5440.534180
	Iteration 1F: 3 clusters Score -7457450 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -7458057.500000 Penalty: 5440.534180
	Iteration 2Q: 3 clusters Score -7458058 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -7458712.500000 Penalty: 5440.534180
	Iteration 3Q: 3 clusters Score -7458712 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -7459416.500000 Penalty: 5440.534180
	Iteration 4Q: 3 clusters Score -7459416 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -7460233.500000 Penalty: 5440.534180
	Iteration 5Q: 3 clusters Score -7460234 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -7461365.000000 Penalty: 5440.534180
	Iteration 6Q: 3 clusters Score -7461365 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -7462938.500000 Penalty: 5440.534180
	Iteration 7Q: 3 clusters Score -7462938 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -7464931.500000 Penalty: 5440.534180
	Iteration 8F: 3 clusters Score -7464932 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -7467521.000000 Penalty: 5440.534180
	Iteration 9F: 3 clusters Score -7467521 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -7469851.000000 Penalty: 5440.534180
	Iteration 10F: 3 clusters Score -7469851 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -7471461.500000 Penalty: 5440.534180
	Iteration 11Q: 3 clusters Score -7471462 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -7472424.500000 Penalty: 5440.534180
	Iteration 12Q: 3 clusters Score -7472424 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -7473200.500000 Penalty: 5440.534180
	Iteration 13Q: 3 clusters Score -7473200 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -7474102.500000 Penalty: 5440.534180
	Iteration 14Q: 3 clusters Score -7474102 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7474976.000000 Penalty: 5440.534180
	Iteration 15Q: 3 clusters Score -7474976 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -7475750.500000 Penalty: 5440.534180
	Iteration 16Q: 3 clusters Score -7475750 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -7476251.000000 Penalty: 5440.534180
	Iteration 17Q: 3 clusters Score -7476251 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -7476790.500000 Penalty: 5440.534180
	Iteration 18Q: 3 clusters Score -7476790 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -7477272.000000 Penalty: 5440.534180
	Iteration 19Q: 3 clusters Score -7477272 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -7477736.000000 Penalty: 5440.534180
	Iteration 20F: 3 clusters Score -7477736 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -7478041.500000 Penalty: 5440.534180
	Iteration 21Q: 3 clusters Score -7478042 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -7478302.000000 Penalty: 5440.534180
	Iteration 22Q: 3 clusters Score -7478302 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7478528.500000 Penalty: 5440.534180
	Iteration 23Q: 3 clusters Score -7478528 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -7478640.500000 Penalty: 5440.534180
	Iteration 24Q: 3 clusters Score -7478640 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -7478664.500000 Penalty: 5440.534180
	Iteration 25Q: 3 clusters Score -7478664 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -7478679.000000 Penalty: 5440.534180
	Iteration 26Q: 3 clusters Score -7478679 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -7478692.500000 Penalty: 5440.534180
	Iteration 27Q: 3 clusters Score -7478692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -7478699.500000 Penalty: 5440.534180
	Iteration 28Q: 3 clusters Score -7478700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -7478706.500000 Penalty: 5440.534180
	Iteration 29Q: 3 clusters Score -7478706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -7478707.000000 Penalty: 5440.534180
	Iteration 30Q: 3 clusters Score -7478707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -7478716.500000 Penalty: 5440.534180
	Iteration 31Q: 3 clusters Score -7478716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -7478705.000000 Penalty: 5440.534180
	Iteration 32Q: 3 clusters Score -7478705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -7478709.000000 Penalty: 5440.534180
	Iteration 33Q: 3 clusters Score -7478709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -7478702.000000 Penalty: 5440.534180
	Iteration 34Q: 3 clusters Score -7478702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -7478698.500000 Penalty: 5440.534180
	Iteration 35Q: 3 clusters Score -7478698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -7478705.000000 Penalty: 5440.534180
	Iteration 36Q: 3 clusters Score -7478705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7478698.000000 Penalty: 5440.534180
	Iteration 37Q: 3 clusters Score -7478698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -7478699.000000 Penalty: 5440.534180
	Iteration 38Q: 3 clusters Score -7478699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -7478692.000000 Penalty: 5440.534180
	Iteration 39Q: 3 clusters Score -7478692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -7478696.000000 Penalty: 5440.534180
	Iteration 40F: 3 clusters Score -7478696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -7478700.000000 Penalty: 5440.534180
	Iteration 41Q: 3 clusters Score -7478700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -7478698.500000 Penalty: 5440.534180
	Iteration 42Q: 3 clusters Score -7478698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7478697.000000 Penalty: 5440.534180
	Iteration 43Q: 3 clusters Score -7478697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -7478698.000000 Penalty: 5440.534180
	Iteration 44Q: 3 clusters Score -7478698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7478699.500000 Penalty: 5440.534180
	Iteration 45Q: 3 clusters Score -7478700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7478700.000000 Penalty: 5440.534180
	Iteration 46Q: 3 clusters Score -7478700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -7478695.000000 Penalty: 5440.534180
	Iteration 47Q: 3 clusters Score -7478695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -7478702.500000 Penalty: 5440.534180
	Iteration 48Q: 3 clusters Score -7478702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -7478703.000000 Penalty: 5440.534180
	Iteration 49Q: 3 clusters Score -7478703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7478709.500000 Penalty: 5440.534180
	Iteration 50Q: 3 clusters Score -7478710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -7478704.000000 Penalty: 5440.534180
	Iteration 51Q: 3 clusters Score -7478704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7478710.500000 Penalty: 5440.534180
	Iteration 52Q: 3 clusters Score -7478710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -7478703.500000 Penalty: 5440.534180
	Iteration 53Q: 3 clusters Score -7478704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -7478705.500000 Penalty: 5440.534180
	Iteration 54Q: 3 clusters Score -7478706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -7478698.500000 Penalty: 5440.534180
	Iteration 55Q: 3 clusters Score -7478698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -7478690.000000 Penalty: 5440.534180
	Iteration 56Q: 3 clusters Score -7478690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -7478691.500000 Penalty: 5440.534180
	Iteration 57Q: 3 clusters Score -7478692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -7478693.500000 Penalty: 5440.534180
	Iteration 58Q: 3 clusters Score -7478694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -7478694.000000 Penalty: 5440.534180
	Iteration 59Q: 3 clusters Score -7478694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -7478698.500000 Penalty: 5440.534180
	Iteration 60F: 3 clusters Score -7478698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -7478689.500000 Penalty: 5440.534180
	Iteration 61Q: 3 clusters Score -7478690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -7478699.000000 Penalty: 5440.534180
	Iteration 62Q: 3 clusters Score -7478699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7478705.500000 Penalty: 5440.534180
	Iteration 63Q: 3 clusters Score -7478706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -7478700.000000 Penalty: 5440.534180
	Iteration 64Q: 3 clusters Score -7478700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7478696.000000 Penalty: 5440.534180
	Iteration 65Q: 3 clusters Score -7478696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -7478699.000000 Penalty: 5440.534180
	Iteration 66Q: 3 clusters Score -7478699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -7478714.000000 Penalty: 5440.534180
	Iteration 67Q: 3 clusters Score -7478714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -7478721.500000 Penalty: 5440.534180
	Iteration 68Q: 3 clusters Score -7478722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -7478710.000000 Penalty: 5440.534180
	Iteration 69Q: 3 clusters Score -7478710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -7478714.000000 Penalty: 5440.534180
	Iteration 70Q: 3 clusters Score -7478714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -7478712.500000 Penalty: 5440.534180
	Iteration 71Q: 3 clusters Score -7478712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7478715.000000 Penalty: 5440.534180
	Iteration 72Q: 3 clusters Score -7478715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7478711.500000 Penalty: 5440.534180
	Iteration 73Q: 3 clusters Score -7478712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -7478719.500000 Penalty: 5440.534180
	Iteration 74Q: 3 clusters Score -7478720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -7478724.000000 Penalty: 5440.534180
	Iteration 75Q: 3 clusters Score -7478724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -7478724.000000 Penalty: 5440.534180
	Iteration 76Q: 3 clusters Score -7478724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -7478714.000000 Penalty: 5440.534180
	Iteration 77Q: 3 clusters Score -7478714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -7478718.000000 Penalty: 5440.534180
	Iteration 78Q: 3 clusters Score -7478718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -7478732.500000 Penalty: 5440.534180
	Iteration 79Q: 3 clusters Score -7478732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -7478729.500000 Penalty: 5440.534180
	Iteration 80F: 3 clusters Score -7478730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -7478739.500000 Penalty: 5440.534180
	Iteration 81Q: 3 clusters Score -7478740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -7478740.000000 Penalty: 5440.534180
	Iteration 82Q: 3 clusters Score -7478740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -7478738.000000 Penalty: 5440.534180
	Iteration 83Q: 3 clusters Score -7478738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -7478743.500000 Penalty: 5440.534180
	Iteration 84Q: 3 clusters Score -7478744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -7478741.000000 Penalty: 5440.534180
	Iteration 85Q: 3 clusters Score -7478741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -7478744.000000 Penalty: 5440.534180
	Iteration 86Q: 3 clusters Score -7478744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -7478742.500000 Penalty: 5440.534180
	Iteration 87Q: 3 clusters Score -7478742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -7478740.500000 Penalty: 5440.534180
	Iteration 88Q: 3 clusters Score -7478740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -7478742.500000 Penalty: 5440.534180
	Iteration 89Q: 3 clusters Score -7478742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -7478742.500000 Penalty: 5440.534180
	Iteration 90Q: 3 clusters Score -7478742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -7478750.000000 Penalty: 5440.534180
	Iteration 91Q: 3 clusters Score -7478750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -7478751.000000 Penalty: 5440.534180
	Iteration 92Q: 3 clusters Score -7478751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -7478749.000000 Penalty: 5440.534180
	Iteration 93Q: 3 clusters Score -7478749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -7478752.000000 Penalty: 5440.534180
	Iteration 94Q: 3 clusters Score -7478752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7478755.000000 Penalty: 5440.534180
	Iteration 95Q: 3 clusters Score -7478755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -7478756.000000 Penalty: 5440.534180
	Iteration 96Q: 3 clusters Score -7478756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7478747.000000 Penalty: 5440.534180
	Iteration 97Q: 3 clusters Score -7478747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -7478743.500000 Penalty: 5440.534180
	Iteration 98Q: 3 clusters Score -7478744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -7478743.500000 Penalty: 5440.534180
	Iteration 99F: 3 clusters Score -7478744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Entering Unmasked Estep 
Score: -4422422.500000 Penalty: 2591.783936
	Iteration 0F: 2 clusters Score -4422422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4398896.500000 Penalty: 5183.567871
	Iteration 0F: 3 clusters Score -4398896 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4407546.500000 Penalty: 5183.567871
	Iteration 1F: 3 clusters Score -4407546 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4408043.500000 Penalty: 5183.567871
	Iteration 2Q: 3 clusters Score -4408044 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4408469.500000 Penalty: 5183.567871
	Iteration 3Q: 3 clusters Score -4408470 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4408936.000000 Penalty: 5183.567871
	Iteration 4Q: 3 clusters Score -4408936 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4409469.000000 Penalty: 5183.567871
	Iteration 5Q: 3 clusters Score -4409469 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4410247.000000 Penalty: 5183.567871
	Iteration 6Q: 3 clusters Score -4410247 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4411416.500000 Penalty: 5183.567871
	Iteration 7F: 3 clusters Score -4411416 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4413314.500000 Penalty: 5183.567871
	Iteration 8F: 3 clusters Score -4413314 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4415891.000000 Penalty: 5183.567871
	Iteration 9F: 3 clusters Score -4415891 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4418006.500000 Penalty: 5183.567871
	Iteration 10F: 3 clusters Score -4418006 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4419009.500000 Penalty: 5183.567871
	Iteration 11Q: 3 clusters Score -4419010 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4419399.500000 Penalty: 5183.567871
	Iteration 12Q: 3 clusters Score -4419400 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4419584.500000 Penalty: 5183.567871
	Iteration 13Q: 3 clusters Score -4419584 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4419703.000000 Penalty: 5183.567871
	Iteration 14Q: 3 clusters Score -4419703 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4419762.000000 Penalty: 5183.567871
	Iteration 15Q: 3 clusters Score -4419762 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4419780.500000 Penalty: 5183.567871
	Iteration 16Q: 3 clusters Score -4419780 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4419825.000000 Penalty: 5183.567871
	Iteration 17Q: 3 clusters Score -4419825 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4419845.000000 Penalty: 5183.567871
	Iteration 18Q: 3 clusters Score -4419845 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4419846.000000 Penalty: 5183.567871
	Iteration 19Q: 3 clusters Score -4419846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4419845.500000 Penalty: 5183.567871
	Iteration 20F: 3 clusters Score -4419846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4419835.500000 Penalty: 5183.567871
	Iteration 21Q: 3 clusters Score -4419836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4419839.000000 Penalty: 5183.567871
	Iteration 22Q: 3 clusters Score -4419839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4419847.500000 Penalty: 5183.567871
	Iteration 23Q: 3 clusters Score -4419848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4419857.000000 Penalty: 5183.567871
	Iteration 24Q: 3 clusters Score -4419857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4419854.500000 Penalty: 5183.567871
	Iteration 25Q: 3 clusters Score -4419854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4419858.000000 Penalty: 5183.567871
	Iteration 26Q: 3 clusters Score -4419858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4419859.000000 Penalty: 5183.567871
	Iteration 27Q: 3 clusters Score -4419859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4419858.500000 Penalty: 5183.567871
	Iteration 28Q: 3 clusters Score -4419858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4419863.000000 Penalty: 5183.567871
	Iteration 29Q: 3 clusters Score -4419863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4419861.000000 Penalty: 5183.567871
	Iteration 30Q: 3 clusters Score -4419861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4419862.500000 Penalty: 5183.567871
	Iteration 31Q: 3 clusters Score -4419862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4419859.000000 Penalty: 5183.567871
	Iteration 32Q: 3 clusters Score -4419859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4419856.000000 Penalty: 5183.567871
	Iteration 33Q: 3 clusters Score -4419856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4419854.000000 Penalty: 5183.567871
	Iteration 34Q: 3 clusters Score -4419854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4419859.500000 Penalty: 5183.567871
	Iteration 35Q: 3 clusters Score -4419860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4419859.500000 Penalty: 5183.567871
	Iteration 36Q: 3 clusters Score -4419860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4419857.000000 Penalty: 5183.567871
	Iteration 37Q: 3 clusters Score -4419857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4419857.000000 Penalty: 5183.567871
	Iteration 38Q: 3 clusters Score -4419857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4419857.000000 Penalty: 5183.567871
	Iteration 39F: 3 clusters Score -4419857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215873 members 
Entering Unmasked Estep 
Score: -27732980.000000 Penalty: 3046.046631
	Iteration 0F: 2 clusters Score -2.773298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -27596348.000000 Penalty: 6092.093262
	Iteration 0F: 3 clusters Score -2.759635e+07 nChanged 104190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -27658104.000000 Penalty: 6092.093262
	Iteration 1F: 3 clusters Score -2.76581e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113700 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -27659518.000000 Penalty: 6092.093262
	Iteration 2Q: 3 clusters Score -2.765952e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -27661314.000000 Penalty: 6092.093262
	Iteration 3Q: 3 clusters Score -2.766131e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122583 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -27664148.000000 Penalty: 6092.093262
	Iteration 4Q: 3 clusters Score -2.766415e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130371 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -27668538.000000 Penalty: 6092.093262
	Iteration 5Q: 3 clusters Score -2.766854e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141041 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -27675810.000000 Penalty: 6092.093262
	Iteration 6F: 3 clusters Score -2.767581e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -27686210.000000 Penalty: 6092.093262
	Iteration 7F: 3 clusters Score -2.768621e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -27698282.000000 Penalty: 6092.093262
	Iteration 8F: 3 clusters Score -2.769828e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179672 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -27708200.000000 Penalty: 6092.093262
	Iteration 9F: 3 clusters Score -2.77082e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188625 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -27715090.000000 Penalty: 6092.093262
	Iteration 10Q: 3 clusters Score -2.771509e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -27718850.000000 Penalty: 6092.093262
	Iteration 11Q: 3 clusters Score -2.771885e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199514 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -27721370.000000 Penalty: 6092.093262
	Iteration 12Q: 3 clusters Score -2.772137e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203246 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -27723308.000000 Penalty: 6092.093262
	Iteration 13Q: 3 clusters Score -2.772331e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206302 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -27724804.000000 Penalty: 6092.093262
	Iteration 14Q: 3 clusters Score -2.77248e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208751 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -27726050.000000 Penalty: 6092.093262
	Iteration 15Q: 3 clusters Score -2.772605e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210635 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -27727118.000000 Penalty: 6092.093262
	Iteration 16Q: 3 clusters Score -2.772712e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212102 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -27728030.000000 Penalty: 6092.093262
	Iteration 17Q: 3 clusters Score -2.772803e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213191 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -27728624.000000 Penalty: 6092.093262
	Iteration 18Q: 3 clusters Score -2.772862e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213990 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -27729172.000000 Penalty: 6092.093262
	Iteration 19Q: 3 clusters Score -2.772917e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214510 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -27729488.000000 Penalty: 6092.093262
	Iteration 20F: 3 clusters Score -2.772949e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214821 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -27729784.000000 Penalty: 6092.093262
	Iteration 21Q: 3 clusters Score -2.772978e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215022 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -27729900.000000 Penalty: 6092.093262
	Iteration 22Q: 3 clusters Score -2.77299e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215149 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -27730046.000000 Penalty: 6092.093262
	Iteration 23Q: 3 clusters Score -2.773005e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215225 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -27730108.000000 Penalty: 6092.093262
	Iteration 24Q: 3 clusters Score -2.773011e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215280 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -27730100.000000 Penalty: 6092.093262
	Iteration 25Q: 3 clusters Score -2.77301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215311 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27730150.000000 Penalty: 6092.093262
	Iteration 26Q: 3 clusters Score -2.773015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215334 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -27730168.000000 Penalty: 6092.093262
	Iteration 27Q: 3 clusters Score -2.773017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215363 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -27730206.000000 Penalty: 6092.093262
	Iteration 28Q: 3 clusters Score -2.773021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215377 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -27730218.000000 Penalty: 6092.093262
	Iteration 29Q: 3 clusters Score -2.773022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215390 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -27730242.000000 Penalty: 6092.093262
	Iteration 30Q: 3 clusters Score -2.773024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215400 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -27730252.000000 Penalty: 6092.093262
	Iteration 31Q: 3 clusters Score -2.773025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215408 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -27730260.000000 Penalty: 6092.093262
	Iteration 32Q: 3 clusters Score -2.773026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215413 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -27730270.000000 Penalty: 6092.093262
	Iteration 33Q: 3 clusters Score -2.773027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215416 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -27730286.000000 Penalty: 6092.093262
	Iteration 34Q: 3 clusters Score -2.773029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -27730290.000000 Penalty: 6092.093262
	Iteration 35Q: 3 clusters Score -2.773029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215421 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -27730296.000000 Penalty: 6092.093262
	Iteration 36Q: 3 clusters Score -2.77303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215423 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27730292.000000 Penalty: 6092.093262
	Iteration 37Q: 3 clusters Score -2.773029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215422 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27730278.000000 Penalty: 6092.093262
	Iteration 38Q: 3 clusters Score -2.773028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215422 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -27730278.000000 Penalty: 6092.093262
	Iteration 39F: 3 clusters Score -2.773028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -455692.468750 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -455692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -451964.281250 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -451964.3 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -452793.031250 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -452793 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -453064.906250 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -453064.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -453226.156250 Penalty: 4080.910889
	Iteration 3F: 3 clusters Score -453226.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -453318.343750 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -453318.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -453386.750000 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -453386.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -453448.875000 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -453448.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -453501.125000 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -453501.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -453553.593750 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -453553.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -453597.750000 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -453597.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -453630.625000 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -453630.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -453668.968750 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -453669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -453697.125000 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -453697.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -453717.875000 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -453717.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -453737.156250 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -453737.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -453758.500000 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -453758.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -453782.406250 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -453782.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -453808.031250 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -453808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -453833.093750 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -453833.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -453852.281250 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -453852.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -453866.562500 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -453866.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -453877.406250 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -453877.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -453889.375000 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -453889.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -453897.125000 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -453897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -453901.968750 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -453902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -453907.500000 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -453907.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -453918.093750 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -453918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -453923.343750 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -453923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -453929.562500 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -453929.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -453935.156250 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -453935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -453939.312500 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -453939.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -453942.718750 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -453942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -453946.500000 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -453946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -453948.437500 Penalty: 4080.910889
	Iteration 33Q: 3 clusters Score -453948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -453950.406250 Penalty: 4080.910889
	Iteration 34Q: 3 clusters Score -453950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -453951.375000 Penalty: 4080.910889
	Iteration 35Q: 3 clusters Score -453951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -453953.250000 Penalty: 4080.910889
	Iteration 36Q: 3 clusters Score -453953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -453957.906250 Penalty: 4080.910889
	Iteration 37Q: 3 clusters Score -453957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -453963.500000 Penalty: 4080.910889
	Iteration 38Q: 3 clusters Score -453963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -453969.718750 Penalty: 4080.910889
	Iteration 39Q: 3 clusters Score -453969.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -453979.406250 Penalty: 4080.910889
	Iteration 40F: 3 clusters Score -453979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -453987.156250 Penalty: 4080.910889
	Iteration 41Q: 3 clusters Score -453987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -453997.093750 Penalty: 4080.910889
	Iteration 42Q: 3 clusters Score -453997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -454003.968750 Penalty: 4080.910889
	Iteration 43Q: 3 clusters Score -454004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -454013.156250 Penalty: 4080.910889
	Iteration 44Q: 3 clusters Score -454013.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -454017.156250 Penalty: 4080.910889
	Iteration 45Q: 3 clusters Score -454017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -454019.593750 Penalty: 4080.910889
	Iteration 46Q: 3 clusters Score -454019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -454020.250000 Penalty: 4080.910889
	Iteration 47Q: 3 clusters Score -454020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -454021.750000 Penalty: 4080.910889
	Iteration 48Q: 3 clusters Score -454021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -454022.375000 Penalty: 4080.910889
	Iteration 49Q: 3 clusters Score -454022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -454023.281250 Penalty: 4080.910889
	Iteration 50Q: 3 clusters Score -454023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -454023.656250 Penalty: 4080.910889
	Iteration 51Q: 3 clusters Score -454023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -454023.656250 Penalty: 4080.910889
	Iteration 52F: 3 clusters Score -454023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 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 347 members 
Entering Unmasked Estep 
Score: -75550.515625 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75550.52 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75783.578125 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75783.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75871.914062 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -75871.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75911.859375 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -75911.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75935.968750 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -75935.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75960.421875 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -75960.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75977.117188 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -75977.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75989.281250 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -75989.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75998.882812 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -75998.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76011.062500 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76011.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76024.546875 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76024.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76026.960938 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76026.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76032.500000 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -76032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76045.093750 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -76045.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76054.468750 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -76054.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76058.359375 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -76058.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76068.601562 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -76068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76076.859375 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -76076.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76079.320312 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -76079.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76079.320312 Penalty: 3229.825684
	Iteration 19F: 3 clusters Score -76079.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 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 275 members 
Entering Unmasked Estep 
Score: -55834.218750 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55834.22 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56063.679688 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56063.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56161.480469 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56161.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56196.140625 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56196.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56218.757812 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56218.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56228.882812 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56228.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56238.031250 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56238.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56250.511719 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56250.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56254.953125 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56254.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56254.953125 Penalty: 3131.519775
	Iteration 9F: 3 clusters Score -56254.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8987.424805 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -8987.425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9000.928711 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -9000.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9000.928711 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -9000.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 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 371 members 
Entering Unmasked Estep 
Score: -80174.710938 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80174.71 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80517.710938 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80517.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80738.632812 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80738.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81088.484375 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -81088.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81468.539062 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81468.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81712.765625 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -81712.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82099.718750 Penalty: 3292.729736
	Iteration 6F: 3 clusters Score -82099.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82677.015625 Penalty: 3292.729736
	Iteration 7F: 3 clusters Score -82677.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83002.492188 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -83002.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83383.414062 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -83383.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83414.789062 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -83414.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83414.789062 Penalty: 3292.729736
	Iteration 11F: 3 clusters Score -83414.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173118 members 
Mstep: Class 4 contains 224253 members 
Mstep: Class 5 contains 62501 members 
Mstep: Class 6 contains 174827 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 58036 members 
Mstep: Class 11 contains 34570 members 
Mstep: Class 12 contains 215873 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149684656.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684976.000000 to -149684656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66944.890625 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -66944.89 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67150.273438 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67150.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67236.468750 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67236.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67286.859375 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67286.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67311.296875 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67311.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67325.109375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67325.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67337.781250 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67337.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67358.687500 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67358.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67371.882812 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67371.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67384.187500 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -67384.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67390.687500 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -67390.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67393.265625 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -67393.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67396.640625 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -67396.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67405.679688 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -67405.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67434.445312 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -67434.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67463.593750 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -67463.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67500.593750 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -67500.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67517.164062 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -67517.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67533.429688 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -67533.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67543.429688 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -67543.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67549.757812 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -67549.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67551.460938 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -67551.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67551.460938 Penalty: 3192.330566
	Iteration 22F: 3 clusters Score -67551.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 173118 members 
Mstep: Class 4 contains 224253 members 
Mstep: Class 5 contains 62501 members 
Mstep: Class 6 contains 174827 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49275 members 
Mstep: Class 10 contains 58036 members 
Mstep: Class 11 contains 34570 members 
Mstep: Class 12 contains 215873 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 279Q: 19 clusters Score -1.49685e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183815 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 173104 members 
Mstep: Class 4 contains 224230 members 
Mstep: Class 5 contains 62498 members 
Mstep: Class 6 contains 174844 members 
Mstep: Class 7 contains 2177 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49279 members 
Mstep: Class 10 contains 57991 members 
Mstep: Class 11 contains 34634 members 
Mstep: Class 12 contains 215861 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 280F: 19 clusters Score -1.496849e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183796 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173089 members 
Mstep: Class 4 contains 224202 members 
Mstep: Class 5 contains 62496 members 
Mstep: Class 6 contains 174867 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49283 members 
Mstep: Class 10 contains 57933 members 
Mstep: Class 11 contains 34699 members 
Mstep: Class 12 contains 215889 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 281Q: 19 clusters Score -1.496849e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183798 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 173081 members 
Mstep: Class 4 contains 224191 members 
Mstep: Class 5 contains 62494 members 
Mstep: Class 6 contains 174877 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 57870 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 215885 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 282Q: 19 clusters Score -1.496848e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183775 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173088 members 
Mstep: Class 4 contains 224175 members 
Mstep: Class 5 contains 62492 members 
Mstep: Class 6 contains 174883 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49321 members 
Mstep: Class 10 contains 57809 members 
Mstep: Class 11 contains 34826 members 
Mstep: Class 12 contains 215883 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684992.000000 Penalty: 62449.558594
Iteration 283Q: 19 clusters Score -1.49685e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183765 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173072 members 
Mstep: Class 4 contains 224152 members 
Mstep: Class 5 contains 62489 members 
Mstep: Class 6 contains 174901 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49333 members 
Mstep: Class 10 contains 57761 members 
Mstep: Class 11 contains 34898 members 
Mstep: Class 12 contains 215881 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 284Q: 19 clusters Score -1.496849e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173062 members 
Mstep: Class 4 contains 224154 members 
Mstep: Class 5 contains 62475 members 
Mstep: Class 6 contains 174913 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49348 members 
Mstep: Class 10 contains 57701 members 
Mstep: Class 11 contains 34962 members 
Mstep: Class 12 contains 215873 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 285Q: 19 clusters Score -1.49685e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183752 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173079 members 
Mstep: Class 4 contains 224133 members 
Mstep: Class 5 contains 62472 members 
Mstep: Class 6 contains 174918 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49355 members 
Mstep: Class 10 contains 57646 members 
Mstep: Class 11 contains 35038 members 
Mstep: Class 12 contains 215856 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 286Q: 19 clusters Score -1.49685e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183759 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173080 members 
Mstep: Class 4 contains 224111 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174925 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49361 members 
Mstep: Class 10 contains 57596 members 
Mstep: Class 11 contains 35125 members 
Mstep: Class 12 contains 215835 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 287Q: 19 clusters Score -1.496848e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183761 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173076 members 
Mstep: Class 4 contains 224106 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174930 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49377 members 
Mstep: Class 10 contains 57563 members 
Mstep: Class 11 contains 35189 members 
Mstep: Class 12 contains 215796 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684992.000000 Penalty: 62449.558594
Iteration 288Q: 19 clusters Score -1.49685e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183764 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173076 members 
Mstep: Class 4 contains 224094 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174936 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49381 members 
Mstep: Class 10 contains 57526 members 
Mstep: Class 11 contains 35246 members 
Mstep: Class 12 contains 215776 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 289Q: 19 clusters Score -1.49685e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183749 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173095 members 
Mstep: Class 4 contains 224085 members 
Mstep: Class 5 contains 62446 members 
Mstep: Class 6 contains 174932 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49384 members 
Mstep: Class 10 contains 57504 members 
Mstep: Class 11 contains 35302 members 
Mstep: Class 12 contains 215753 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 290Q: 19 clusters Score -1.49685e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183726 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173111 members 
Mstep: Class 4 contains 224081 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174936 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49390 members 
Mstep: Class 10 contains 57478 members 
Mstep: Class 11 contains 35351 members 
Mstep: Class 12 contains 215729 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685040.000000 Penalty: 62449.558594
Iteration 291Q: 19 clusters Score -1.49685e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183706 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173106 members 
Mstep: Class 4 contains 224104 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174936 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49394 members 
Mstep: Class 10 contains 57444 members 
Mstep: Class 11 contains 35394 members 
Mstep: Class 12 contains 215712 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 292Q: 19 clusters Score -1.49685e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183700 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173114 members 
Mstep: Class 4 contains 224152 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174927 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49396 members 
Mstep: Class 10 contains 57419 members 
Mstep: Class 11 contains 35423 members 
Mstep: Class 12 contains 215668 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685072.000000 Penalty: 62449.558594
Iteration 293Q: 19 clusters Score -1.496851e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183700 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173118 members 
Mstep: Class 4 contains 224201 members 
Mstep: Class 5 contains 62459 members 
Mstep: Class 6 contains 174916 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49392 members 
Mstep: Class 10 contains 57405 members 
Mstep: Class 11 contains 35444 members 
Mstep: Class 12 contains 215615 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 294Q: 19 clusters Score -1.496849e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173114 members 
Mstep: Class 4 contains 224228 members 
Mstep: Class 5 contains 62463 members 
Mstep: Class 6 contains 174895 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49398 members 
Mstep: Class 10 contains 57383 members 
Mstep: Class 11 contains 35474 members 
Mstep: Class 12 contains 215606 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685056.000000 Penalty: 62449.558594
Iteration 295Q: 19 clusters Score -1.496851e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183694 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173107 members 
Mstep: Class 4 contains 224270 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174892 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49399 members 
Mstep: Class 10 contains 57341 members 
Mstep: Class 11 contains 35501 members 
Mstep: Class 12 contains 215589 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 296Q: 19 clusters Score -1.49685e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173123 members 
Mstep: Class 4 contains 224290 members 
Mstep: Class 5 contains 62461 members 
Mstep: Class 6 contains 174872 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49399 members 
Mstep: Class 10 contains 57302 members 
Mstep: Class 11 contains 35527 members 
Mstep: Class 12 contains 215585 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 297Q: 19 clusters Score -1.496848e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173135 members 
Mstep: Class 4 contains 224297 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174871 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49396 members 
Mstep: Class 10 contains 57254 members 
Mstep: Class 11 contains 35559 members 
Mstep: Class 12 contains 215583 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 298Q: 19 clusters Score -1.496849e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183692 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173141 members 
Mstep: Class 4 contains 224318 members 
Mstep: Class 5 contains 62466 members 
Mstep: Class 6 contains 174859 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49400 members 
Mstep: Class 10 contains 57218 members 
Mstep: Class 11 contains 35589 members 
Mstep: Class 12 contains 215566 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 62449.558594
Iteration 299Q: 19 clusters Score -1.496849e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183676 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173161 members 
Mstep: Class 4 contains 224311 members 
Mstep: Class 5 contains 62472 members 
Mstep: Class 6 contains 174845 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49398 members 
Mstep: Class 10 contains 57184 members 
Mstep: Class 11 contains 35617 members 
Mstep: Class 12 contains 215585 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684656.000000 Penalty: 62449.558594
Iteration 300F: 19 clusters Score -1.496847e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183673 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173182 members 
Mstep: Class 4 contains 224297 members 
Mstep: Class 5 contains 62470 members 
Mstep: Class 6 contains 174825 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49403 members 
Mstep: Class 10 contains 57145 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 215605 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 62449.558594
Iteration 301Q: 19 clusters Score -1.496848e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183693 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173190 members 
Mstep: Class 4 contains 224296 members 
Mstep: Class 5 contains 62463 members 
Mstep: Class 6 contains 174808 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49402 members 
Mstep: Class 10 contains 57104 members 
Mstep: Class 11 contains 35682 members 
Mstep: Class 12 contains 215611 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684688.000000 Penalty: 62449.558594
Iteration 302Q: 19 clusters Score -1.496847e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183697 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173201 members 
Mstep: Class 4 contains 224302 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174790 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49396 members 
Mstep: Class 10 contains 57062 members 
Mstep: Class 11 contains 35706 members 
Mstep: Class 12 contains 215631 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684688.000000 Penalty: 62449.558594
Iteration 303Q: 19 clusters Score -1.496847e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183696 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173225 members 
Mstep: Class 4 contains 224296 members 
Mstep: Class 5 contains 62467 members 
Mstep: Class 6 contains 174780 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49397 members 
Mstep: Class 10 contains 57028 members 
Mstep: Class 11 contains 35716 members 
Mstep: Class 12 contains 215644 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 304Q: 19 clusters Score -1.496848e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173243 members 
Mstep: Class 4 contains 224284 members 
Mstep: Class 5 contains 62473 members 
Mstep: Class 6 contains 174755 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49399 members 
Mstep: Class 10 contains 56994 members 
Mstep: Class 11 contains 35725 members 
Mstep: Class 12 contains 215672 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 305Q: 19 clusters Score -1.496848e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183708 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173259 members 
Mstep: Class 4 contains 224292 members 
Mstep: Class 5 contains 62472 members 
Mstep: Class 6 contains 174739 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49400 members 
Mstep: Class 10 contains 56955 members 
Mstep: Class 11 contains 35736 members 
Mstep: Class 12 contains 215691 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 62449.558594
Iteration 306Q: 19 clusters Score -1.496848e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183715 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173272 members 
Mstep: Class 4 contains 224278 members 
Mstep: Class 5 contains 62473 members 
Mstep: Class 6 contains 174718 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49401 members 
Mstep: Class 10 contains 56918 members 
Mstep: Class 11 contains 35751 members 
Mstep: Class 12 contains 215726 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 62449.558594
Iteration 307Q: 19 clusters Score -1.496849e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183725 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173282 members 
Mstep: Class 4 contains 224262 members 
Mstep: Class 5 contains 62472 members 
Mstep: Class 6 contains 174701 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49402 members 
Mstep: Class 10 contains 56895 members 
Mstep: Class 11 contains 35769 members 
Mstep: Class 12 contains 215744 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 308Q: 19 clusters Score -1.496848e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183729 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173292 members 
Mstep: Class 4 contains 224259 members 
Mstep: Class 5 contains 62473 members 
Mstep: Class 6 contains 174686 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49400 members 
Mstep: Class 10 contains 56869 members 
Mstep: Class 11 contains 35782 members 
Mstep: Class 12 contains 215762 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 62449.558594
Iteration 309Q: 19 clusters Score -1.496847e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183730 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173293 members 
Mstep: Class 4 contains 224255 members 
Mstep: Class 5 contains 62473 members 
Mstep: Class 6 contains 174680 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49396 members 
Mstep: Class 10 contains 56847 members 
Mstep: Class 11 contains 35794 members 
Mstep: Class 12 contains 215784 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684672.000000 Penalty: 62449.558594
Iteration 310Q: 19 clusters Score -1.496847e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183758 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173294 members 
Mstep: Class 4 contains 224243 members 
Mstep: Class 5 contains 62474 members 
Mstep: Class 6 contains 174662 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49395 members 
Mstep: Class 10 contains 56827 members 
Mstep: Class 11 contains 35801 members 
Mstep: Class 12 contains 215798 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684640.000000 Penalty: 62449.558594
Iteration 311Q: 19 clusters Score -1.496846e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183771 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173300 members 
Mstep: Class 4 contains 224230 members 
Mstep: Class 5 contains 62474 members 
Mstep: Class 6 contains 174654 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49390 members 
Mstep: Class 10 contains 56803 members 
Mstep: Class 11 contains 35815 members 
Mstep: Class 12 contains 215815 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684560.000000 Penalty: 62449.558594
Iteration 312Q: 19 clusters Score -1.496846e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183780 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173298 members 
Mstep: Class 4 contains 224217 members 
Mstep: Class 5 contains 62472 members 
Mstep: Class 6 contains 174637 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49387 members 
Mstep: Class 10 contains 56784 members 
Mstep: Class 11 contains 35827 members 
Mstep: Class 12 contains 215850 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684656.000000 Penalty: 62449.558594
Iteration 313Q: 19 clusters Score -1.496847e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173312 members 
Mstep: Class 4 contains 224200 members 
Mstep: Class 5 contains 62473 members 
Mstep: Class 6 contains 174624 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49387 members 
Mstep: Class 10 contains 56759 members 
Mstep: Class 11 contains 35845 members 
Mstep: Class 12 contains 215880 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 314Q: 19 clusters Score -1.496848e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173336 members 
Mstep: Class 4 contains 224196 members 
Mstep: Class 5 contains 62470 members 
Mstep: Class 6 contains 174593 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49387 members 
Mstep: Class 10 contains 56737 members 
Mstep: Class 11 contains 35857 members 
Mstep: Class 12 contains 215903 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 315Q: 19 clusters Score -1.496848e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173341 members 
Mstep: Class 4 contains 224188 members 
Mstep: Class 5 contains 62465 members 
Mstep: Class 6 contains 174580 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49388 members 
Mstep: Class 10 contains 56717 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 215924 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684640.000000 Penalty: 62449.558594
Iteration 316Q: 19 clusters Score -1.496846e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183782 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173353 members 
Mstep: Class 4 contains 224173 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174573 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49386 members 
Mstep: Class 10 contains 56709 members 
Mstep: Class 11 contains 35878 members 
Mstep: Class 12 contains 215931 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684672.000000 Penalty: 62449.558594
Iteration 317Q: 19 clusters Score -1.496847e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183794 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173356 members 
Mstep: Class 4 contains 224166 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174565 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49389 members 
Mstep: Class 10 contains 56697 members 
Mstep: Class 11 contains 35885 members 
Mstep: Class 12 contains 215931 members 
Mstep: Class 13 contains 3744 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 62449.558594
Iteration 318Q: 19 clusters Score -1.496848e+08 nChanged 148
Entering ConstructFrom: 
Score: -149684800.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (183804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183804 members 
Entering Unmasked Estep 
Score: -23534428.000000 Penalty: 3006.163086
	Iteration 0F: 2 clusters Score -2.353443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -23413638.000000 Penalty: 6012.326172
	Iteration 0F: 3 clusters Score -2.341364e+07 nChanged 88238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -23465412.000000 Penalty: 6012.326172
	Iteration 1F: 3 clusters Score -2.346541e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -23466608.000000 Penalty: 6012.326172
	Iteration 2Q: 3 clusters Score -2.346661e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -23468432.000000 Penalty: 6012.326172
	Iteration 3Q: 3 clusters Score -2.346843e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -23471508.000000 Penalty: 6012.326172
	Iteration 4Q: 3 clusters Score -2.347151e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -23475834.000000 Penalty: 6012.326172
	Iteration 5Q: 3 clusters Score -2.347583e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -23482024.000000 Penalty: 6012.326172
	Iteration 6F: 3 clusters Score -2.348202e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -23490174.000000 Penalty: 6012.326172
	Iteration 7F: 3 clusters Score -2.349017e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78125 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -23499702.000000 Penalty: 6012.326172
	Iteration 8F: 3 clusters Score -2.34997e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -23507052.000000 Penalty: 6012.326172
	Iteration 9F: 3 clusters Score -2.350705e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -23510720.000000 Penalty: 6012.326172
	Iteration 10Q: 3 clusters Score -2.351072e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -23512370.000000 Penalty: 6012.326172
	Iteration 11Q: 3 clusters Score -2.351237e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -23513018.000000 Penalty: 6012.326172
	Iteration 12Q: 3 clusters Score -2.351302e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -23513452.000000 Penalty: 6012.326172
	Iteration 13Q: 3 clusters Score -2.351345e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -23513796.000000 Penalty: 6012.326172
	Iteration 14Q: 3 clusters Score -2.35138e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -23514398.000000 Penalty: 6012.326172
	Iteration 15Q: 3 clusters Score -2.35144e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -23514774.000000 Penalty: 6012.326172
	Iteration 16Q: 3 clusters Score -2.351477e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -23515114.000000 Penalty: 6012.326172
	Iteration 17Q: 3 clusters Score -2.351511e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -23515458.000000 Penalty: 6012.326172
	Iteration 18Q: 3 clusters Score -2.351546e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76341 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -23515822.000000 Penalty: 6012.326172
	Iteration 19Q: 3 clusters Score -2.351582e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -23516132.000000 Penalty: 6012.326172
	Iteration 20F: 3 clusters Score -2.351613e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -23516594.000000 Penalty: 6012.326172
	Iteration 21Q: 3 clusters Score -2.351659e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -23516972.000000 Penalty: 6012.326172
	Iteration 22Q: 3 clusters Score -2.351697e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -23517286.000000 Penalty: 6012.326172
	Iteration 23Q: 3 clusters Score -2.351729e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -23517582.000000 Penalty: 6012.326172
	Iteration 24Q: 3 clusters Score -2.351758e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 105929 members 
Entering Unmasked Estep 
Score: -23517960.000000 Penalty: 6012.326172
	Iteration 25Q: 3 clusters Score -2.351796e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -23518342.000000 Penalty: 6012.326172
	Iteration 26Q: 3 clusters Score -2.351834e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -23518780.000000 Penalty: 6012.326172
	Iteration 27Q: 3 clusters Score -2.351878e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -23519136.000000 Penalty: 6012.326172
	Iteration 28Q: 3 clusters Score -2.351914e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 103459 members 
Entering Unmasked Estep 
Score: -23519450.000000 Penalty: 6012.326172
	Iteration 29Q: 3 clusters Score -2.351945e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 102798 members 
Entering Unmasked Estep 
Score: -23519704.000000 Penalty: 6012.326172
	Iteration 30Q: 3 clusters Score -2.35197e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -23520008.000000 Penalty: 6012.326172
	Iteration 31Q: 3 clusters Score -2.352001e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 101423 members 
Entering Unmasked Estep 
Score: -23520232.000000 Penalty: 6012.326172
	Iteration 32Q: 3 clusters Score -2.352023e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -23520310.000000 Penalty: 6012.326172
	Iteration 33Q: 3 clusters Score -2.352031e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83838 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -23520448.000000 Penalty: 6012.326172
	Iteration 34Q: 3 clusters Score -2.352045e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -23520578.000000 Penalty: 6012.326172
	Iteration 35Q: 3 clusters Score -2.352058e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -23520752.000000 Penalty: 6012.326172
	Iteration 36Q: 3 clusters Score -2.352075e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -23520932.000000 Penalty: 6012.326172
	Iteration 37Q: 3 clusters Score -2.352093e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -23520978.000000 Penalty: 6012.326172
	Iteration 38Q: 3 clusters Score -2.352098e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -23521236.000000 Penalty: 6012.326172
	Iteration 39Q: 3 clusters Score -2.352124e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -23521382.000000 Penalty: 6012.326172
	Iteration 40F: 3 clusters Score -2.352138e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -23521514.000000 Penalty: 6012.326172
	Iteration 41Q: 3 clusters Score -2.352151e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -23521780.000000 Penalty: 6012.326172
	Iteration 42Q: 3 clusters Score -2.352178e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -23521896.000000 Penalty: 6012.326172
	Iteration 43Q: 3 clusters Score -2.35219e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -23522036.000000 Penalty: 6012.326172
	Iteration 44Q: 3 clusters Score -2.352204e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -23522238.000000 Penalty: 6012.326172
	Iteration 45Q: 3 clusters Score -2.352224e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -23522344.000000 Penalty: 6012.326172
	Iteration 46Q: 3 clusters Score -2.352234e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -23522478.000000 Penalty: 6012.326172
	Iteration 47Q: 3 clusters Score -2.352248e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -23522678.000000 Penalty: 6012.326172
	Iteration 48Q: 3 clusters Score -2.352268e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -23522824.000000 Penalty: 6012.326172
	Iteration 49Q: 3 clusters Score -2.352282e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98518 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -23522834.000000 Penalty: 6012.326172
	Iteration 50Q: 3 clusters Score -2.352283e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -23522944.000000 Penalty: 6012.326172
	Iteration 51Q: 3 clusters Score -2.352294e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -23523108.000000 Penalty: 6012.326172
	Iteration 52Q: 3 clusters Score -2.352311e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -23523306.000000 Penalty: 6012.326172
	Iteration 53Q: 3 clusters Score -2.352331e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -23523422.000000 Penalty: 6012.326172
	Iteration 54Q: 3 clusters Score -2.352342e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -23523494.000000 Penalty: 6012.326172
	Iteration 55Q: 3 clusters Score -2.352349e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -23523522.000000 Penalty: 6012.326172
	Iteration 56Q: 3 clusters Score -2.352352e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106770 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -23523630.000000 Penalty: 6012.326172
	Iteration 57Q: 3 clusters Score -2.352363e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -23523756.000000 Penalty: 6012.326172
	Iteration 58Q: 3 clusters Score -2.352376e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -23523956.000000 Penalty: 6012.326172
	Iteration 59Q: 3 clusters Score -2.352396e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -23524132.000000 Penalty: 6012.326172
	Iteration 60F: 3 clusters Score -2.352413e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -23524428.000000 Penalty: 6012.326172
	Iteration 61Q: 3 clusters Score -2.352443e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -23524596.000000 Penalty: 6012.326172
	Iteration 62Q: 3 clusters Score -2.35246e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -23524844.000000 Penalty: 6012.326172
	Iteration 63Q: 3 clusters Score -2.352484e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -23525170.000000 Penalty: 6012.326172
	Iteration 64Q: 3 clusters Score -2.352517e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118333 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -23525384.000000 Penalty: 6012.326172
	Iteration 65Q: 3 clusters Score -2.352538e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -23525648.000000 Penalty: 6012.326172
	Iteration 66Q: 3 clusters Score -2.352565e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121614 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -23525896.000000 Penalty: 6012.326172
	Iteration 67Q: 3 clusters Score -2.35259e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -23526070.000000 Penalty: 6012.326172
	Iteration 68Q: 3 clusters Score -2.352607e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -23526210.000000 Penalty: 6012.326172
	Iteration 69Q: 3 clusters Score -2.352621e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -23526478.000000 Penalty: 6012.326172
	Iteration 70Q: 3 clusters Score -2.352648e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -23526832.000000 Penalty: 6012.326172
	Iteration 71Q: 3 clusters Score -2.352683e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -23527078.000000 Penalty: 6012.326172
	Iteration 72Q: 3 clusters Score -2.352708e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -23527334.000000 Penalty: 6012.326172
	Iteration 73Q: 3 clusters Score -2.352733e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -23527684.000000 Penalty: 6012.326172
	Iteration 74Q: 3 clusters Score -2.352768e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135220 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -23528036.000000 Penalty: 6012.326172
	Iteration 75Q: 3 clusters Score -2.352804e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136935 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -23528404.000000 Penalty: 6012.326172
	Iteration 76Q: 3 clusters Score -2.35284e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138624 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -23528602.000000 Penalty: 6012.326172
	Iteration 77Q: 3 clusters Score -2.35286e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -23528942.000000 Penalty: 6012.326172
	Iteration 78Q: 3 clusters Score -2.352894e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -23529208.000000 Penalty: 6012.326172
	Iteration 79Q: 3 clusters Score -2.352921e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -23529456.000000 Penalty: 6012.326172
	Iteration 80F: 3 clusters Score -2.352946e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -23529692.000000 Penalty: 6012.326172
	Iteration 81Q: 3 clusters Score -2.352969e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146847 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -23529994.000000 Penalty: 6012.326172
	Iteration 82Q: 3 clusters Score -2.352999e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -23530362.000000 Penalty: 6012.326172
	Iteration 83Q: 3 clusters Score -2.353036e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150035 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -23530626.000000 Penalty: 6012.326172
	Iteration 84Q: 3 clusters Score -2.353063e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -23531040.000000 Penalty: 6012.326172
	Iteration 85Q: 3 clusters Score -2.353104e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153323 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -23531444.000000 Penalty: 6012.326172
	Iteration 86Q: 3 clusters Score -2.353144e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -23531790.000000 Penalty: 6012.326172
	Iteration 87Q: 3 clusters Score -2.353179e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -23532270.000000 Penalty: 6012.326172
	Iteration 88Q: 3 clusters Score -2.353227e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -23532584.000000 Penalty: 6012.326172
	Iteration 89Q: 3 clusters Score -2.353258e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159568 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -23532844.000000 Penalty: 6012.326172
	Iteration 90Q: 3 clusters Score -2.353284e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -23533200.000000 Penalty: 6012.326172
	Iteration 91Q: 3 clusters Score -2.35332e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -23533340.000000 Penalty: 6012.326172
	Iteration 92Q: 3 clusters Score -2.353334e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163712 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -23533564.000000 Penalty: 6012.326172
	Iteration 93Q: 3 clusters Score -2.353356e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164913 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -23533880.000000 Penalty: 6012.326172
	Iteration 94Q: 3 clusters Score -2.353388e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -23534070.000000 Penalty: 6012.326172
	Iteration 95Q: 3 clusters Score -2.353407e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -23534092.000000 Penalty: 6012.326172
	Iteration 96Q: 3 clusters Score -2.353409e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168152 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -23534242.000000 Penalty: 6012.326172
	Iteration 97Q: 3 clusters Score -2.353424e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -23534264.000000 Penalty: 6012.326172
	Iteration 98Q: 3 clusters Score -2.353426e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -23534358.000000 Penalty: 6012.326172
	Iteration 99Q: 3 clusters Score -2.353436e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -23534542.000000 Penalty: 6012.326172
	Iteration 100F: 3 clusters Score -2.353454e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171514 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -23534596.000000 Penalty: 6012.326172
	Iteration 101Q: 3 clusters Score -2.35346e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172152 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -23534644.000000 Penalty: 6012.326172
	Iteration 102Q: 3 clusters Score -2.353464e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -23534642.000000 Penalty: 6012.326172
	Iteration 103Q: 3 clusters Score -2.353464e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -23534702.000000 Penalty: 6012.326172
	Iteration 104Q: 3 clusters Score -2.35347e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173694 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -23534660.000000 Penalty: 6012.326172
	Iteration 105Q: 3 clusters Score -2.353466e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174124 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -23534680.000000 Penalty: 6012.326172
	Iteration 106Q: 3 clusters Score -2.353468e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -23534684.000000 Penalty: 6012.326172
	Iteration 107Q: 3 clusters Score -2.353468e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174876 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -23534744.000000 Penalty: 6012.326172
	Iteration 108Q: 3 clusters Score -2.353474e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -23534796.000000 Penalty: 6012.326172
	Iteration 109Q: 3 clusters Score -2.35348e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -23534822.000000 Penalty: 6012.326172
	Iteration 110Q: 3 clusters Score -2.353482e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175778 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -23534950.000000 Penalty: 6012.326172
	Iteration 111Q: 3 clusters Score -2.353495e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -23534872.000000 Penalty: 6012.326172
	Iteration 112Q: 3 clusters Score -2.353487e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -23534914.000000 Penalty: 6012.326172
	Iteration 113Q: 3 clusters Score -2.353491e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176486 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -23534940.000000 Penalty: 6012.326172
	Iteration 114Q: 3 clusters Score -2.353494e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -23534882.000000 Penalty: 6012.326172
	Iteration 115Q: 3 clusters Score -2.353488e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -23534906.000000 Penalty: 6012.326172
	Iteration 116Q: 3 clusters Score -2.353491e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -23534866.000000 Penalty: 6012.326172
	Iteration 117Q: 3 clusters Score -2.353487e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -23534874.000000 Penalty: 6012.326172
	Iteration 118Q: 3 clusters Score -2.353487e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -23534904.000000 Penalty: 6012.326172
	Iteration 119Q: 3 clusters Score -2.35349e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177419 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -23534896.000000 Penalty: 6012.326172
	Iteration 120F: 3 clusters Score -2.35349e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177524 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -23534874.000000 Penalty: 6012.326172
	Iteration 121Q: 3 clusters Score -2.353487e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177626 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -23534876.000000 Penalty: 6012.326172
	Iteration 122Q: 3 clusters Score -2.353488e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -23534884.000000 Penalty: 6012.326172
	Iteration 123Q: 3 clusters Score -2.353488e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177797 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -23534872.000000 Penalty: 6012.326172
	Iteration 124Q: 3 clusters Score -2.353487e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177863 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -23534912.000000 Penalty: 6012.326172
	Iteration 125Q: 3 clusters Score -2.353491e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177922 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -23534884.000000 Penalty: 6012.326172
	Iteration 126Q: 3 clusters Score -2.353488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177970 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -23534918.000000 Penalty: 6012.326172
	Iteration 127Q: 3 clusters Score -2.353492e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178030 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -23534924.000000 Penalty: 6012.326172
	Iteration 128Q: 3 clusters Score -2.353492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178074 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -23534940.000000 Penalty: 6012.326172
	Iteration 129Q: 3 clusters Score -2.353494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178125 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -23534924.000000 Penalty: 6012.326172
	Iteration 130Q: 3 clusters Score -2.353492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178173 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -23534930.000000 Penalty: 6012.326172
	Iteration 131Q: 3 clusters Score -2.353493e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -23534924.000000 Penalty: 6012.326172
	Iteration 132Q: 3 clusters Score -2.353492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -23534900.000000 Penalty: 6012.326172
	Iteration 133Q: 3 clusters Score -2.35349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178309 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -23534892.000000 Penalty: 6012.326172
	Iteration 134Q: 3 clusters Score -2.353489e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -23534900.000000 Penalty: 6012.326172
	Iteration 135Q: 3 clusters Score -2.35349e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178410 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -23534898.000000 Penalty: 6012.326172
	Iteration 136Q: 3 clusters Score -2.35349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -23534910.000000 Penalty: 6012.326172
	Iteration 137Q: 3 clusters Score -2.353491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -23534920.000000 Penalty: 6012.326172
	Iteration 138Q: 3 clusters Score -2.353492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -23534904.000000 Penalty: 6012.326172
	Iteration 139Q: 3 clusters Score -2.35349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178512 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -23534910.000000 Penalty: 6012.326172
	Iteration 140F: 3 clusters Score -2.353491e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -23534908.000000 Penalty: 6012.326172
	Iteration 141Q: 3 clusters Score -2.353491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178560 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -23534918.000000 Penalty: 6012.326172
	Iteration 142Q: 3 clusters Score -2.353492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -23534914.000000 Penalty: 6012.326172
	Iteration 143Q: 3 clusters Score -2.353491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178610 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -23534918.000000 Penalty: 6012.326172
	Iteration 144Q: 3 clusters Score -2.353492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178627 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -23534902.000000 Penalty: 6012.326172
	Iteration 145Q: 3 clusters Score -2.35349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178648 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -23534886.000000 Penalty: 6012.326172
	Iteration 146Q: 3 clusters Score -2.353489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178665 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -23534884.000000 Penalty: 6012.326172
	Iteration 147Q: 3 clusters Score -2.353488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178680 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -23534900.000000 Penalty: 6012.326172
	Iteration 148Q: 3 clusters Score -2.35349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178687 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -23534912.000000 Penalty: 6012.326172
	Iteration 149Q: 3 clusters Score -2.353491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178694 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -23534892.000000 Penalty: 6012.326172
	Iteration 150Q: 3 clusters Score -2.353489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -23534888.000000 Penalty: 6012.326172
	Iteration 151Q: 3 clusters Score -2.353489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178706 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -23534882.000000 Penalty: 6012.326172
	Iteration 152Q: 3 clusters Score -2.353488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -23534898.000000 Penalty: 6012.326172
	Iteration 153Q: 3 clusters Score -2.35349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -23534904.000000 Penalty: 6012.326172
	Iteration 154Q: 3 clusters Score -2.35349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178710 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -23534904.000000 Penalty: 6012.326172
	Iteration 155Q: 3 clusters Score -2.35349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178712 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -23534904.000000 Penalty: 6012.326172
	Iteration 156Q: 3 clusters Score -2.35349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -23534902.000000 Penalty: 6012.326172
	Iteration 157Q: 3 clusters Score -2.35349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -23534908.000000 Penalty: 6012.326172
	Iteration 158Q: 3 clusters Score -2.353491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178716 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -23534912.000000 Penalty: 6012.326172
	Iteration 159Q: 3 clusters Score -2.353491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -23534906.000000 Penalty: 6012.326172
	Iteration 160F: 3 clusters Score -2.353491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178722 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -23534896.000000 Penalty: 6012.326172
	Iteration 161Q: 3 clusters Score -2.35349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -23534910.000000 Penalty: 6012.326172
	Iteration 162Q: 3 clusters Score -2.353491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -23534910.000000 Penalty: 6012.326172
	Iteration 163F: 3 clusters Score -2.353491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173369 members 
Mstep: Class 4 contains 224175 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174553 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49394 members 
Mstep: Class 10 contains 56676 members 
Mstep: Class 11 contains 35887 members 
Mstep: Class 12 contains 215924 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149684000.000000 Penalty: 65918.976562
Splitting cluster 1 changes total score from -149684800.000000 to -149684000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -545370.562500 Penalty: 2078.694092
	Iteration 0F: 2 clusters Score -545370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -541258.937500 Penalty: 4157.388184
	Iteration 0F: 3 clusters Score -541258.9 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -542189.687500 Penalty: 4157.388184
	Iteration 1F: 3 clusters Score -542189.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -542363.562500 Penalty: 4157.388184
	Iteration 2F: 3 clusters Score -542363.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -542480.312500 Penalty: 4157.388184
	Iteration 3Q: 3 clusters Score -542480.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -542591.937500 Penalty: 4157.388184
	Iteration 4Q: 3 clusters Score -542591.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -542671.375000 Penalty: 4157.388184
	Iteration 5Q: 3 clusters Score -542671.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -542727.812500 Penalty: 4157.388184
	Iteration 6Q: 3 clusters Score -542727.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -542769.937500 Penalty: 4157.388184
	Iteration 7Q: 3 clusters Score -542769.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -542812.000000 Penalty: 4157.388184
	Iteration 8Q: 3 clusters Score -542812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -542839.437500 Penalty: 4157.388184
	Iteration 9Q: 3 clusters Score -542839.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -542859.000000 Penalty: 4157.388184
	Iteration 10Q: 3 clusters Score -542859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -542872.187500 Penalty: 4157.388184
	Iteration 11Q: 3 clusters Score -542872.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -542884.062500 Penalty: 4157.388184
	Iteration 12Q: 3 clusters Score -542884.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -542893.062500 Penalty: 4157.388184
	Iteration 13Q: 3 clusters Score -542893.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -542905.875000 Penalty: 4157.388184
	Iteration 14Q: 3 clusters Score -542905.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -542914.812500 Penalty: 4157.388184
	Iteration 15Q: 3 clusters Score -542914.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -542924.062500 Penalty: 4157.388184
	Iteration 16Q: 3 clusters Score -542924.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -542935.562500 Penalty: 4157.388184
	Iteration 17Q: 3 clusters Score -542935.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -542948.687500 Penalty: 4157.388184
	Iteration 18Q: 3 clusters Score -542948.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -542968.812500 Penalty: 4157.388184
	Iteration 19Q: 3 clusters Score -542968.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -542986.437500 Penalty: 4157.388184
	Iteration 20F: 3 clusters Score -542986.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -543010.312500 Penalty: 4157.388184
	Iteration 21Q: 3 clusters Score -543010.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -543032.125000 Penalty: 4157.388184
	Iteration 22Q: 3 clusters Score -543032.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -543059.125000 Penalty: 4157.388184
	Iteration 23Q: 3 clusters Score -543059.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -543084.062500 Penalty: 4157.388184
	Iteration 24Q: 3 clusters Score -543084.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -543124.937500 Penalty: 4157.388184
	Iteration 25Q: 3 clusters Score -543124.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -543175.000000 Penalty: 4157.388184
	Iteration 26Q: 3 clusters Score -543175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -543227.812500 Penalty: 4157.388184
	Iteration 27Q: 3 clusters Score -543227.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -543289.937500 Penalty: 4157.388184
	Iteration 28Q: 3 clusters Score -543289.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -543358.062500 Penalty: 4157.388184
	Iteration 29Q: 3 clusters Score -543358.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -543456.812500 Penalty: 4157.388184
	Iteration 30Q: 3 clusters Score -543456.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -543590.750000 Penalty: 4157.388184
	Iteration 31Q: 3 clusters Score -543590.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -543740.312500 Penalty: 4157.388184
	Iteration 32Q: 3 clusters Score -543740.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -543885.375000 Penalty: 4157.388184
	Iteration 33Q: 3 clusters Score -543885.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -544007.312500 Penalty: 4157.388184
	Iteration 34Q: 3 clusters Score -544007.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -544121.750000 Penalty: 4157.388184
	Iteration 35Q: 3 clusters Score -544121.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -544251.687500 Penalty: 4157.388184
	Iteration 36Q: 3 clusters Score -544251.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -544476.062500 Penalty: 4157.388184
	Iteration 37Q: 3 clusters Score -544476.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -544808.937500 Penalty: 4157.388184
	Iteration 38Q: 3 clusters Score -544808.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -545005.062500 Penalty: 4157.388184
	Iteration 39Q: 3 clusters Score -545005.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -545080.562500 Penalty: 4157.388184
	Iteration 40F: 3 clusters Score -545080.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -545105.625000 Penalty: 4157.388184
	Iteration 41Q: 3 clusters Score -545105.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -545114.812500 Penalty: 4157.388184
	Iteration 42Q: 3 clusters Score -545114.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -545118.875000 Penalty: 4157.388184
	Iteration 43Q: 3 clusters Score -545118.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -545126.812500 Penalty: 4157.388184
	Iteration 44Q: 3 clusters Score -545126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -545127.937500 Penalty: 4157.388184
	Iteration 45Q: 3 clusters Score -545127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -545130.625000 Penalty: 4157.388184
	Iteration 46Q: 3 clusters Score -545130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -545132.937500 Penalty: 4157.388184
	Iteration 47Q: 3 clusters Score -545132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -545134.187500 Penalty: 4157.388184
	Iteration 48Q: 3 clusters Score -545134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -545134.187500 Penalty: 4157.388184
	Iteration 49Q: 3 clusters Score -545134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -545135.500000 Penalty: 4157.388184
	Iteration 50Q: 3 clusters Score -545135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -545135.625000 Penalty: 4157.388184
	Iteration 51Q: 3 clusters Score -545135.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -545135.625000 Penalty: 4157.388184
	Iteration 52F: 3 clusters Score -545135.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Entering Unmasked Estep 
Score: -22281788.000000 Penalty: 2991.667969
	Iteration 0F: 2 clusters Score -2.228179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -22167298.000000 Penalty: 5983.335938
	Iteration 0F: 3 clusters Score -2.21673e+07 nChanged 83046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -22216160.000000 Penalty: 5983.335938
	Iteration 1F: 3 clusters Score -2.221616e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -22218230.000000 Penalty: 5983.335938
	Iteration 2Q: 3 clusters Score -2.221823e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -22221818.000000 Penalty: 5983.335938
	Iteration 3Q: 3 clusters Score -2.222182e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 117823 members 
Entering Unmasked Estep 
Score: -22228232.000000 Penalty: 5983.335938
	Iteration 4F: 3 clusters Score -2.222823e+07 nChanged 14233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 131990 members 
Entering Unmasked Estep 
Score: -22239142.000000 Penalty: 5983.335938
	Iteration 5F: 3 clusters Score -2.223914e+07 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 147930 members 
Entering Unmasked Estep 
Score: -22253796.000000 Penalty: 5983.335938
	Iteration 6F: 3 clusters Score -2.22538e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 161653 members 
Entering Unmasked Estep 
Score: -22267974.000000 Penalty: 5983.335938
	Iteration 7F: 3 clusters Score -2.226797e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 169290 members 
Entering Unmasked Estep 
Score: -22275576.000000 Penalty: 5983.335938
	Iteration 8Q: 3 clusters Score -2.227558e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -22278100.000000 Penalty: 5983.335938
	Iteration 9Q: 3 clusters Score -2.22781e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 172784 members 
Entering Unmasked Estep 
Score: -22278760.000000 Penalty: 5983.335938
	Iteration 10Q: 3 clusters Score -2.227876e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 172985 members 
Entering Unmasked Estep 
Score: -22278976.000000 Penalty: 5983.335938
	Iteration 11Q: 3 clusters Score -2.227898e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 173049 members 
Entering Unmasked Estep 
Score: -22279062.000000 Penalty: 5983.335938
	Iteration 12Q: 3 clusters Score -2.227906e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 173066 members 
Entering Unmasked Estep 
Score: -22279116.000000 Penalty: 5983.335938
	Iteration 13Q: 3 clusters Score -2.227912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -22279144.000000 Penalty: 5983.335938
	Iteration 14Q: 3 clusters Score -2.227914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 173084 members 
Entering Unmasked Estep 
Score: -22279152.000000 Penalty: 5983.335938
	Iteration 15Q: 3 clusters Score -2.227915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 173089 members 
Entering Unmasked Estep 
Score: -22279162.000000 Penalty: 5983.335938
	Iteration 16Q: 3 clusters Score -2.227916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173093 members 
Entering Unmasked Estep 
Score: -22279166.000000 Penalty: 5983.335938
	Iteration 17Q: 3 clusters Score -2.227917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173093 members 
Entering Unmasked Estep 
Score: -22279176.000000 Penalty: 5983.335938
	Iteration 18Q: 3 clusters Score -2.227918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 173093 members 
Entering Unmasked Estep 
Score: -22279180.000000 Penalty: 5983.335938
	Iteration 19Q: 3 clusters Score -2.227918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -22279178.000000 Penalty: 5983.335938
	Iteration 20F: 3 clusters Score -2.227918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
Score: -22279180.000000 Penalty: 5983.335938
	Iteration 21Q: 3 clusters Score -2.227918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -22279178.000000 Penalty: 5983.335938
	Iteration 22Q: 3 clusters Score -2.227918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -22279178.000000 Penalty: 5983.335938
	Iteration 23F: 3 clusters Score -2.227918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224175 members 
Entering Unmasked Estep 
Score: -28680520.000000 Penalty: 3055.405029
	Iteration 0F: 2 clusters Score -2.868052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 111928 members 
Entering Unmasked Estep 
Score: -28539588.000000 Penalty: 6110.810059
	Iteration 0F: 3 clusters Score -2.853959e+07 nChanged 108111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113730 members 
Mstep: Class 2 contains 110445 members 
Entering Unmasked Estep 
Score: -28603160.000000 Penalty: 6110.810059
	Iteration 1F: 3 clusters Score -2.860316e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 109161 members 
Entering Unmasked Estep 
Score: -28603854.000000 Penalty: 6110.810059
	Iteration 2Q: 3 clusters Score -2.860385e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117019 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -28604882.000000 Penalty: 6110.810059
	Iteration 3Q: 3 clusters Score -2.860488e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 104090 members 
Entering Unmasked Estep 
Score: -28605960.000000 Penalty: 6110.810059
	Iteration 4Q: 3 clusters Score -2.860596e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124929 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -28607612.000000 Penalty: 6110.810059
	Iteration 5Q: 3 clusters Score -2.860761e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132213 members 
Mstep: Class 2 contains 91962 members 
Entering Unmasked Estep 
Score: -28610288.000000 Penalty: 6110.810059
	Iteration 6Q: 3 clusters Score -2.861029e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142966 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -28615580.000000 Penalty: 6110.810059
	Iteration 7Q: 3 clusters Score -2.861558e+07 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158513 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -28625604.000000 Penalty: 6110.810059
	Iteration 8F: 3 clusters Score -2.86256e+07 nChanged 20122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178631 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -28641672.000000 Penalty: 6110.810059
	Iteration 9F: 3 clusters Score -2.864167e+07 nChanged 21080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -28658262.000000 Penalty: 6110.810059
	Iteration 10F: 3 clusters Score -2.865826e+07 nChanged 14967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214678 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -28669724.000000 Penalty: 6110.810059
	Iteration 11F: 3 clusters Score -2.866972e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221547 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -28675398.000000 Penalty: 6110.810059
	Iteration 12Q: 3 clusters Score -2.86754e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223504 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -28677070.000000 Penalty: 6110.810059
	Iteration 13Q: 3 clusters Score -2.867707e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223900 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28677560.000000 Penalty: 6110.810059
	Iteration 14Q: 3 clusters Score -2.867756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28677686.000000 Penalty: 6110.810059
	Iteration 15Q: 3 clusters Score -2.867769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224003 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28677744.000000 Penalty: 6110.810059
	Iteration 16Q: 3 clusters Score -2.867774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224016 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28677750.000000 Penalty: 6110.810059
	Iteration 17Q: 3 clusters Score -2.867775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224024 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28677778.000000 Penalty: 6110.810059
	Iteration 18Q: 3 clusters Score -2.867778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224028 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28677818.000000 Penalty: 6110.810059
	Iteration 19Q: 3 clusters Score -2.867782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224028 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28677818.000000 Penalty: 6110.810059
	Iteration 20F: 3 clusters Score -2.867782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224030 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28677830.000000 Penalty: 6110.810059
	Iteration 21Q: 3 clusters Score -2.867783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224032 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28677834.000000 Penalty: 6110.810059
	Iteration 22Q: 3 clusters Score -2.867783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28677838.000000 Penalty: 6110.810059
	Iteration 23Q: 3 clusters Score -2.867784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28677860.000000 Penalty: 6110.810059
	Iteration 24Q: 3 clusters Score -2.867786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28677870.000000 Penalty: 6110.810059
	Iteration 25Q: 3 clusters Score -2.867787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28677870.000000 Penalty: 6110.810059
	Iteration 26F: 3 clusters Score -2.867787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Entering Unmasked Estep 
Score: -7770423.500000 Penalty: 2738.501709
	Iteration 0F: 2 clusters Score -7770424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -7728684.500000 Penalty: 5477.003418
	Iteration 0F: 3 clusters Score -7728684 nChanged 29111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -7744768.500000 Penalty: 5477.003418
	Iteration 1F: 3 clusters Score -7744768 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -7745257.000000 Penalty: 5477.003418
	Iteration 2Q: 3 clusters Score -7745257 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -7745617.000000 Penalty: 5477.003418
	Iteration 3Q: 3 clusters Score -7745617 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -7746042.500000 Penalty: 5477.003418
	Iteration 4Q: 3 clusters Score -7746042 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -7746515.500000 Penalty: 5477.003418
	Iteration 5Q: 3 clusters Score -7746516 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -7747261.500000 Penalty: 5477.003418
	Iteration 6Q: 3 clusters Score -7747262 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7748413.500000 Penalty: 5477.003418
	Iteration 7Q: 3 clusters Score -7748414 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7750454.000000 Penalty: 5477.003418
	Iteration 8F: 3 clusters Score -7750454 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -7753902.500000 Penalty: 5477.003418
	Iteration 9F: 3 clusters Score -7753902 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7758573.500000 Penalty: 5477.003418
	Iteration 10F: 3 clusters Score -7758574 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -7763293.000000 Penalty: 5477.003418
	Iteration 11F: 3 clusters Score -7763293 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -7766310.500000 Penalty: 5477.003418
	Iteration 12Q: 3 clusters Score -7766310 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -7767387.500000 Penalty: 5477.003418
	Iteration 13Q: 3 clusters Score -7767388 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -7767761.500000 Penalty: 5477.003418
	Iteration 14Q: 3 clusters Score -7767762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -7767884.000000 Penalty: 5477.003418
	Iteration 15Q: 3 clusters Score -7767884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -7767949.500000 Penalty: 5477.003418
	Iteration 16Q: 3 clusters Score -7767950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -7767976.000000 Penalty: 5477.003418
	Iteration 17Q: 3 clusters Score -7767976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -7767985.000000 Penalty: 5477.003418
	Iteration 18Q: 3 clusters Score -7767985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -7767982.500000 Penalty: 5477.003418
	Iteration 19Q: 3 clusters Score -7767982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -7767991.000000 Penalty: 5477.003418
	Iteration 20F: 3 clusters Score -7767991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -7767996.500000 Penalty: 5477.003418
	Iteration 21Q: 3 clusters Score -7767996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -7767999.000000 Penalty: 5477.003418
	Iteration 22Q: 3 clusters Score -7767999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -7768005.500000 Penalty: 5477.003418
	Iteration 23Q: 3 clusters Score -7768006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -7768012.000000 Penalty: 5477.003418
	Iteration 24Q: 3 clusters Score -7768012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -7768012.000000 Penalty: 5477.003418
	Iteration 25F: 3 clusters Score -7768012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174553 members 
Entering Unmasked Estep 
Score: -22353220.000000 Penalty: 2993.355957
	Iteration 0F: 2 clusters Score -2.235322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -22238064.000000 Penalty: 5986.711914
	Iteration 0F: 3 clusters Score -2.223806e+07 nChanged 83418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -22286200.000000 Penalty: 5986.711914
	Iteration 1F: 3 clusters Score -2.22862e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -22287168.000000 Penalty: 5986.711914
	Iteration 2Q: 3 clusters Score -2.228717e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -22288238.000000 Penalty: 5986.711914
	Iteration 3Q: 3 clusters Score -2.228824e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -22289620.000000 Penalty: 5986.711914
	Iteration 4Q: 3 clusters Score -2.228962e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -22291374.000000 Penalty: 5986.711914
	Iteration 5Q: 3 clusters Score -2.229137e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89700 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -22293070.000000 Penalty: 5986.711914
	Iteration 6Q: 3 clusters Score -2.229307e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -22295786.000000 Penalty: 5986.711914
	Iteration 7Q: 3 clusters Score -2.229579e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -22299806.000000 Penalty: 5986.711914
	Iteration 8Q: 3 clusters Score -2.229981e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -22305934.000000 Penalty: 5986.711914
	Iteration 9F: 3 clusters Score -2.230593e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -22313574.000000 Penalty: 5986.711914
	Iteration 10F: 3 clusters Score -2.231357e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -22320424.000000 Penalty: 5986.711914
	Iteration 11F: 3 clusters Score -2.232042e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106981 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -22324388.000000 Penalty: 5986.711914
	Iteration 12Q: 3 clusters Score -2.232439e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -22326288.000000 Penalty: 5986.711914
	Iteration 13Q: 3 clusters Score -2.232629e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -22327182.000000 Penalty: 5986.711914
	Iteration 14Q: 3 clusters Score -2.232718e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -22328046.000000 Penalty: 5986.711914
	Iteration 15Q: 3 clusters Score -2.232805e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115044 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -22328898.000000 Penalty: 5986.711914
	Iteration 16Q: 3 clusters Score -2.23289e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -22329850.000000 Penalty: 5986.711914
	Iteration 17Q: 3 clusters Score -2.232985e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -22331018.000000 Penalty: 5986.711914
	Iteration 18Q: 3 clusters Score -2.233102e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121660 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -22332254.000000 Penalty: 5986.711914
	Iteration 19Q: 3 clusters Score -2.233225e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123808 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -22333410.000000 Penalty: 5986.711914
	Iteration 20F: 3 clusters Score -2.233341e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125844 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -22334518.000000 Penalty: 5986.711914
	Iteration 21Q: 3 clusters Score -2.233452e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -22335450.000000 Penalty: 5986.711914
	Iteration 22Q: 3 clusters Score -2.233545e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129648 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -22336308.000000 Penalty: 5986.711914
	Iteration 23Q: 3 clusters Score -2.233631e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131393 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -22336948.000000 Penalty: 5986.711914
	Iteration 24Q: 3 clusters Score -2.233695e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -22337590.000000 Penalty: 5986.711914
	Iteration 25Q: 3 clusters Score -2.233759e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -22338102.000000 Penalty: 5986.711914
	Iteration 26Q: 3 clusters Score -2.23381e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136196 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -22338506.000000 Penalty: 5986.711914
	Iteration 27Q: 3 clusters Score -2.233851e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137735 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -22338938.000000 Penalty: 5986.711914
	Iteration 28Q: 3 clusters Score -2.233894e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -22339338.000000 Penalty: 5986.711914
	Iteration 29Q: 3 clusters Score -2.233934e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -22339812.000000 Penalty: 5986.711914
	Iteration 30Q: 3 clusters Score -2.233981e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -22340190.000000 Penalty: 5986.711914
	Iteration 31Q: 3 clusters Score -2.234019e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144074 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -22340634.000000 Penalty: 5986.711914
	Iteration 32Q: 3 clusters Score -2.234063e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145701 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -22341004.000000 Penalty: 5986.711914
	Iteration 33Q: 3 clusters Score -2.2341e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -22341370.000000 Penalty: 5986.711914
	Iteration 34Q: 3 clusters Score -2.234137e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -22341872.000000 Penalty: 5986.711914
	Iteration 35Q: 3 clusters Score -2.234187e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -22342346.000000 Penalty: 5986.711914
	Iteration 36Q: 3 clusters Score -2.234235e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152369 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -22342928.000000 Penalty: 5986.711914
	Iteration 37Q: 3 clusters Score -2.234293e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -22343376.000000 Penalty: 5986.711914
	Iteration 38Q: 3 clusters Score -2.234338e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -22344026.000000 Penalty: 5986.711914
	Iteration 39Q: 3 clusters Score -2.234403e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -22344732.000000 Penalty: 5986.711914
	Iteration 40F: 3 clusters Score -2.234473e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -22345430.000000 Penalty: 5986.711914
	Iteration 41Q: 3 clusters Score -2.234543e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160595 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -22346014.000000 Penalty: 5986.711914
	Iteration 42Q: 3 clusters Score -2.234601e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -22346474.000000 Penalty: 5986.711914
	Iteration 43Q: 3 clusters Score -2.234647e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163485 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -22347076.000000 Penalty: 5986.711914
	Iteration 44Q: 3 clusters Score -2.234708e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164773 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -22347590.000000 Penalty: 5986.711914
	Iteration 45Q: 3 clusters Score -2.234759e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165939 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -22348126.000000 Penalty: 5986.711914
	Iteration 46Q: 3 clusters Score -2.234813e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167023 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -22348540.000000 Penalty: 5986.711914
	Iteration 47Q: 3 clusters Score -2.234854e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168024 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -22349006.000000 Penalty: 5986.711914
	Iteration 48Q: 3 clusters Score -2.234901e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -22349250.000000 Penalty: 5986.711914
	Iteration 49Q: 3 clusters Score -2.234925e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -22349452.000000 Penalty: 5986.711914
	Iteration 50Q: 3 clusters Score -2.234945e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -22349664.000000 Penalty: 5986.711914
	Iteration 51Q: 3 clusters Score -2.234966e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -22349892.000000 Penalty: 5986.711914
	Iteration 52Q: 3 clusters Score -2.234989e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -22349998.000000 Penalty: 5986.711914
	Iteration 53Q: 3 clusters Score -2.235e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -22350170.000000 Penalty: 5986.711914
	Iteration 54Q: 3 clusters Score -2.235017e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22350258.000000 Penalty: 5986.711914
	Iteration 55Q: 3 clusters Score -2.235026e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171897 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22350336.000000 Penalty: 5986.711914
	Iteration 56Q: 3 clusters Score -2.235034e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22350410.000000 Penalty: 5986.711914
	Iteration 57Q: 3 clusters Score -2.235041e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172244 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -22350448.000000 Penalty: 5986.711914
	Iteration 58Q: 3 clusters Score -2.235045e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -22350476.000000 Penalty: 5986.711914
	Iteration 59Q: 3 clusters Score -2.235048e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22350522.000000 Penalty: 5986.711914
	Iteration 60F: 3 clusters Score -2.235052e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22350572.000000 Penalty: 5986.711914
	Iteration 61Q: 3 clusters Score -2.235057e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172734 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -22350620.000000 Penalty: 5986.711914
	Iteration 62Q: 3 clusters Score -2.235062e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22350684.000000 Penalty: 5986.711914
	Iteration 63Q: 3 clusters Score -2.235068e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22350706.000000 Penalty: 5986.711914
	Iteration 64Q: 3 clusters Score -2.235071e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22350734.000000 Penalty: 5986.711914
	Iteration 65Q: 3 clusters Score -2.235073e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -22350738.000000 Penalty: 5986.711914
	Iteration 66Q: 3 clusters Score -2.235074e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22350754.000000 Penalty: 5986.711914
	Iteration 67Q: 3 clusters Score -2.235075e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22350764.000000 Penalty: 5986.711914
	Iteration 68Q: 3 clusters Score -2.235076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22350748.000000 Penalty: 5986.711914
	Iteration 69Q: 3 clusters Score -2.235075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22350756.000000 Penalty: 5986.711914
	Iteration 70Q: 3 clusters Score -2.235076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22350784.000000 Penalty: 5986.711914
	Iteration 71Q: 3 clusters Score -2.235078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22350792.000000 Penalty: 5986.711914
	Iteration 72Q: 3 clusters Score -2.235079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22350788.000000 Penalty: 5986.711914
	Iteration 73Q: 3 clusters Score -2.235079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173270 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22350778.000000 Penalty: 5986.711914
	Iteration 74Q: 3 clusters Score -2.235078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173274 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22350794.000000 Penalty: 5986.711914
	Iteration 75Q: 3 clusters Score -2.235079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173284 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -22350782.000000 Penalty: 5986.711914
	Iteration 76Q: 3 clusters Score -2.235078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173300 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22350802.000000 Penalty: 5986.711914
	Iteration 77Q: 3 clusters Score -2.23508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173324 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -22350818.000000 Penalty: 5986.711914
	Iteration 78Q: 3 clusters Score -2.235082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173348 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -22350828.000000 Penalty: 5986.711914
	Iteration 79Q: 3 clusters Score -2.235083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22350820.000000 Penalty: 5986.711914
	Iteration 80F: 3 clusters Score -2.235082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173394 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22350846.000000 Penalty: 5986.711914
	Iteration 81Q: 3 clusters Score -2.235085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -22350864.000000 Penalty: 5986.711914
	Iteration 82Q: 3 clusters Score -2.235086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22350868.000000 Penalty: 5986.711914
	Iteration 83Q: 3 clusters Score -2.235087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -22350872.000000 Penalty: 5986.711914
	Iteration 84Q: 3 clusters Score -2.235087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173462 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22350882.000000 Penalty: 5986.711914
	Iteration 85Q: 3 clusters Score -2.235088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22350906.000000 Penalty: 5986.711914
	Iteration 86Q: 3 clusters Score -2.235091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173490 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22350914.000000 Penalty: 5986.711914
	Iteration 87Q: 3 clusters Score -2.235091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22350922.000000 Penalty: 5986.711914
	Iteration 88Q: 3 clusters Score -2.235092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -22350924.000000 Penalty: 5986.711914
	Iteration 89Q: 3 clusters Score -2.235092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22350922.000000 Penalty: 5986.711914
	Iteration 90Q: 3 clusters Score -2.235092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173533 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22350926.000000 Penalty: 5986.711914
	Iteration 91Q: 3 clusters Score -2.235093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173541 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -22350924.000000 Penalty: 5986.711914
	Iteration 92Q: 3 clusters Score -2.235092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22350928.000000 Penalty: 5986.711914
	Iteration 93Q: 3 clusters Score -2.235093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22350926.000000 Penalty: 5986.711914
	Iteration 94Q: 3 clusters Score -2.235093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173541 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -22350930.000000 Penalty: 5986.711914
	Iteration 95Q: 3 clusters Score -2.235093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173542 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22350918.000000 Penalty: 5986.711914
	Iteration 96Q: 3 clusters Score -2.235092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173543 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22350930.000000 Penalty: 5986.711914
	Iteration 97Q: 3 clusters Score -2.235093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173543 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22350914.000000 Penalty: 5986.711914
	Iteration 98Q: 3 clusters Score -2.235091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173544 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -22350908.000000 Penalty: 5986.711914
	Iteration 99Q: 3 clusters Score -2.235091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173546 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -22350914.000000 Penalty: 5986.711914
	Iteration 100F: 3 clusters Score -2.235091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -259415.718750 Penalty: 1906.623291
	Iteration 0F: 2 clusters Score -259415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -256657.140625 Penalty: 3813.246582
	Iteration 0F: 3 clusters Score -256657.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -257206.031250 Penalty: 3813.246582
	Iteration 1F: 3 clusters Score -257206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -257356.437500 Penalty: 3813.246582
	Iteration 2F: 3 clusters Score -257356.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257445.062500 Penalty: 3813.246582
	Iteration 3Q: 3 clusters Score -257445.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257503.625000 Penalty: 3813.246582
	Iteration 4Q: 3 clusters Score -257503.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -257544.421875 Penalty: 3813.246582
	Iteration 5Q: 3 clusters Score -257544.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -257581.484375 Penalty: 3813.246582
	Iteration 6Q: 3 clusters Score -257581.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -257612.937500 Penalty: 3813.246582
	Iteration 7Q: 3 clusters Score -257612.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -257632.234375 Penalty: 3813.246582
	Iteration 8Q: 3 clusters Score -257632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -257643.515625 Penalty: 3813.246582
	Iteration 9Q: 3 clusters Score -257643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -257652.734375 Penalty: 3813.246582
	Iteration 10Q: 3 clusters Score -257652.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -257664.515625 Penalty: 3813.246582
	Iteration 11Q: 3 clusters Score -257664.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -257673.265625 Penalty: 3813.246582
	Iteration 12Q: 3 clusters Score -257673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -257676.953125 Penalty: 3813.246582
	Iteration 13Q: 3 clusters Score -257677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -257679.890625 Penalty: 3813.246582
	Iteration 14Q: 3 clusters Score -257679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -257680.921875 Penalty: 3813.246582
	Iteration 15Q: 3 clusters Score -257680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -257681.859375 Penalty: 3813.246582
	Iteration 16Q: 3 clusters Score -257681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -257681.859375 Penalty: 3813.246582
	Iteration 17F: 3 clusters Score -257681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51995.972656 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -51995.97 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52279.582031 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52279.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52460.488281 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52460.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52583.664062 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -52583.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52756.316406 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -52756.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52815.031250 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -52815.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52879.066406 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -52879.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52943.617188 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -52943.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53014.210938 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53014.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53066.097656 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53101.980469 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53101.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53151.445312 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53151.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53244.226562 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53244.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53448.031250 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53448.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53468.199219 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -53468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53487.984375 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -53487.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53511.343750 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -53511.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53523.328125 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -53523.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53530.007812 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -53530.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53542.066406 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -53542.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53557.066406 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -53557.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53576.082031 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -53576.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53586.023438 Penalty: 3115.076416
	Iteration 22Q: 3 clusters Score -53586.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53586.023438 Penalty: 3115.076416
	Iteration 23F: 3 clusters Score -53586.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173369 members 
Mstep: Class 4 contains 224175 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174553 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 49394 members 
Mstep: Class 10 contains 56676 members 
Mstep: Class 11 contains 35887 members 
Mstep: Class 12 contains 215924 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149682816.000000 Penalty: 65918.976562
Splitting cluster 8 changes total score from -149684800.000000 to -149682816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (49394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Entering Unmasked Estep 
Score: -6373602.000000 Penalty: 2680.280762
	Iteration 0F: 2 clusters Score -6373602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -6340382.000000 Penalty: 5360.561523
	Iteration 0F: 3 clusters Score -6340382 nChanged 22645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -6352708.500000 Penalty: 5360.561523
	Iteration 1F: 3 clusters Score -6352708 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6353234.500000 Penalty: 5360.561523
	Iteration 2Q: 3 clusters Score -6353234 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6353887.500000 Penalty: 5360.561523
	Iteration 3Q: 3 clusters Score -6353888 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -6354713.500000 Penalty: 5360.561523
	Iteration 4Q: 3 clusters Score -6354714 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -6355977.500000 Penalty: 5360.561523
	Iteration 5Q: 3 clusters Score -6355978 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -6357812.000000 Penalty: 5360.561523
	Iteration 6F: 3 clusters Score -6357812 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -6360394.500000 Penalty: 5360.561523
	Iteration 7F: 3 clusters Score -6360394 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -6363609.000000 Penalty: 5360.561523
	Iteration 8F: 3 clusters Score -6363609 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6366336.000000 Penalty: 5360.561523
	Iteration 9F: 3 clusters Score -6366336 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -6367927.000000 Penalty: 5360.561523
	Iteration 10Q: 3 clusters Score -6367927 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -6368534.000000 Penalty: 5360.561523
	Iteration 11Q: 3 clusters Score -6368534 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -6368870.000000 Penalty: 5360.561523
	Iteration 12Q: 3 clusters Score -6368870 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -6369074.500000 Penalty: 5360.561523
	Iteration 13Q: 3 clusters Score -6369074 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -6369258.500000 Penalty: 5360.561523
	Iteration 14Q: 3 clusters Score -6369258 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -6369446.500000 Penalty: 5360.561523
	Iteration 15Q: 3 clusters Score -6369446 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -6369569.000000 Penalty: 5360.561523
	Iteration 16Q: 3 clusters Score -6369569 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -6369713.000000 Penalty: 5360.561523
	Iteration 17Q: 3 clusters Score -6369713 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6369855.500000 Penalty: 5360.561523
	Iteration 18Q: 3 clusters Score -6369856 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6369962.500000 Penalty: 5360.561523
	Iteration 19Q: 3 clusters Score -6369962 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -6370089.000000 Penalty: 5360.561523
	Iteration 20F: 3 clusters Score -6370089 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -6370187.000000 Penalty: 5360.561523
	Iteration 21Q: 3 clusters Score -6370187 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -6370269.000000 Penalty: 5360.561523
	Iteration 22Q: 3 clusters Score -6370269 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -6370350.500000 Penalty: 5360.561523
	Iteration 23Q: 3 clusters Score -6370350 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -6370443.000000 Penalty: 5360.561523
	Iteration 24Q: 3 clusters Score -6370443 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -6370537.500000 Penalty: 5360.561523
	Iteration 25Q: 3 clusters Score -6370538 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6370622.500000 Penalty: 5360.561523
	Iteration 26Q: 3 clusters Score -6370622 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -6370693.000000 Penalty: 5360.561523
	Iteration 27Q: 3 clusters Score -6370693 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6370758.500000 Penalty: 5360.561523
	Iteration 28Q: 3 clusters Score -6370758 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -6370845.000000 Penalty: 5360.561523
	Iteration 29Q: 3 clusters Score -6370845 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6370901.000000 Penalty: 5360.561523
	Iteration 30Q: 3 clusters Score -6370901 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -6370916.000000 Penalty: 5360.561523
	Iteration 31Q: 3 clusters Score -6370916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -6370978.500000 Penalty: 5360.561523
	Iteration 32Q: 3 clusters Score -6370978 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6370997.500000 Penalty: 5360.561523
	Iteration 33Q: 3 clusters Score -6370998 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -6371030.000000 Penalty: 5360.561523
	Iteration 34Q: 3 clusters Score -6371030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -6371073.500000 Penalty: 5360.561523
	Iteration 35Q: 3 clusters Score -6371074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6371099.000000 Penalty: 5360.561523
	Iteration 36Q: 3 clusters Score -6371099 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6371099.500000 Penalty: 5360.561523
	Iteration 37Q: 3 clusters Score -6371100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6371122.500000 Penalty: 5360.561523
	Iteration 38Q: 3 clusters Score -6371122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6371135.500000 Penalty: 5360.561523
	Iteration 39Q: 3 clusters Score -6371136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -6371166.500000 Penalty: 5360.561523
	Iteration 40F: 3 clusters Score -6371166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6371197.500000 Penalty: 5360.561523
	Iteration 41Q: 3 clusters Score -6371198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6371199.500000 Penalty: 5360.561523
	Iteration 42Q: 3 clusters Score -6371200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6371223.500000 Penalty: 5360.561523
	Iteration 43Q: 3 clusters Score -6371224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6371260.000000 Penalty: 5360.561523
	Iteration 44Q: 3 clusters Score -6371260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6371279.500000 Penalty: 5360.561523
	Iteration 45Q: 3 clusters Score -6371280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6371304.500000 Penalty: 5360.561523
	Iteration 46Q: 3 clusters Score -6371304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6371314.500000 Penalty: 5360.561523
	Iteration 47Q: 3 clusters Score -6371314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6371348.500000 Penalty: 5360.561523
	Iteration 48Q: 3 clusters Score -6371348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6371367.000000 Penalty: 5360.561523
	Iteration 49Q: 3 clusters Score -6371367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6371379.500000 Penalty: 5360.561523
	Iteration 50Q: 3 clusters Score -6371380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6371384.500000 Penalty: 5360.561523
	Iteration 51Q: 3 clusters Score -6371384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6371378.500000 Penalty: 5360.561523
	Iteration 52Q: 3 clusters Score -6371378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6371411.500000 Penalty: 5360.561523
	Iteration 53Q: 3 clusters Score -6371412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6371422.500000 Penalty: 5360.561523
	Iteration 54Q: 3 clusters Score -6371422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6371456.500000 Penalty: 5360.561523
	Iteration 55Q: 3 clusters Score -6371456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6371471.000000 Penalty: 5360.561523
	Iteration 56Q: 3 clusters Score -6371471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6371469.000000 Penalty: 5360.561523
	Iteration 57Q: 3 clusters Score -6371469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6371479.500000 Penalty: 5360.561523
	Iteration 58Q: 3 clusters Score -6371480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6371485.500000 Penalty: 5360.561523
	Iteration 59Q: 3 clusters Score -6371486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6371518.000000 Penalty: 5360.561523
	Iteration 60F: 3 clusters Score -6371518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6371537.500000 Penalty: 5360.561523
	Iteration 61Q: 3 clusters Score -6371538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6371557.000000 Penalty: 5360.561523
	Iteration 62Q: 3 clusters Score -6371557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6371557.000000 Penalty: 5360.561523
	Iteration 63Q: 3 clusters Score -6371557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6371554.500000 Penalty: 5360.561523
	Iteration 64Q: 3 clusters Score -6371554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6371565.000000 Penalty: 5360.561523
	Iteration 65Q: 3 clusters Score -6371565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6371570.500000 Penalty: 5360.561523
	Iteration 66Q: 3 clusters Score -6371570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6371580.000000 Penalty: 5360.561523
	Iteration 67Q: 3 clusters Score -6371580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6371582.000000 Penalty: 5360.561523
	Iteration 68Q: 3 clusters Score -6371582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6371594.500000 Penalty: 5360.561523
	Iteration 69Q: 3 clusters Score -6371594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6371597.500000 Penalty: 5360.561523
	Iteration 70Q: 3 clusters Score -6371598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6371610.000000 Penalty: 5360.561523
	Iteration 71Q: 3 clusters Score -6371610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6371613.500000 Penalty: 5360.561523
	Iteration 72Q: 3 clusters Score -6371614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6371619.500000 Penalty: 5360.561523
	Iteration 73Q: 3 clusters Score -6371620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6371620.000000 Penalty: 5360.561523
	Iteration 74Q: 3 clusters Score -6371620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6371622.000000 Penalty: 5360.561523
	Iteration 75Q: 3 clusters Score -6371622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6371621.000000 Penalty: 5360.561523
	Iteration 76Q: 3 clusters Score -6371621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6371626.500000 Penalty: 5360.561523
	Iteration 77Q: 3 clusters Score -6371626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6371633.500000 Penalty: 5360.561523
	Iteration 78Q: 3 clusters Score -6371634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6371644.500000 Penalty: 5360.561523
	Iteration 79Q: 3 clusters Score -6371644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6371651.000000 Penalty: 5360.561523
	Iteration 80F: 3 clusters Score -6371651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6371654.000000 Penalty: 5360.561523
	Iteration 81Q: 3 clusters Score -6371654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6371648.500000 Penalty: 5360.561523
	Iteration 82Q: 3 clusters Score -6371648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6371652.500000 Penalty: 5360.561523
	Iteration 83Q: 3 clusters Score -6371652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6371647.000000 Penalty: 5360.561523
	Iteration 84Q: 3 clusters Score -6371647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6371646.000000 Penalty: 5360.561523
	Iteration 85Q: 3 clusters Score -6371646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6371643.000000 Penalty: 5360.561523
	Iteration 86Q: 3 clusters Score -6371643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6371644.500000 Penalty: 5360.561523
	Iteration 87Q: 3 clusters Score -6371644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6371643.500000 Penalty: 5360.561523
	Iteration 88Q: 3 clusters Score -6371644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6371643.500000 Penalty: 5360.561523
	Iteration 89F: 3 clusters Score -6371644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Entering Unmasked Estep 
Score: -7306723.500000 Penalty: 2714.386475
	Iteration 0F: 2 clusters Score -7306724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7268813.000000 Penalty: 5428.772949
	Iteration 0F: 3 clusters Score -7268813 nChanged 26123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -7283354.000000 Penalty: 5428.772949
	Iteration 1F: 3 clusters Score -7283354 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7284028.000000 Penalty: 5428.772949
	Iteration 2Q: 3 clusters Score -7284028 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -7284779.500000 Penalty: 5428.772949
	Iteration 3Q: 3 clusters Score -7284780 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7285690.500000 Penalty: 5428.772949
	Iteration 4Q: 3 clusters Score -7285690 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -7286898.000000 Penalty: 5428.772949
	Iteration 5Q: 3 clusters Score -7286898 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7288652.000000 Penalty: 5428.772949
	Iteration 6F: 3 clusters Score -7288652 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7290925.000000 Penalty: 5428.772949
	Iteration 7F: 3 clusters Score -7290925 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -7293701.500000 Penalty: 5428.772949
	Iteration 8F: 3 clusters Score -7293702 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -7296570.000000 Penalty: 5428.772949
	Iteration 9F: 3 clusters Score -7296570 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -7299213.500000 Penalty: 5428.772949
	Iteration 10F: 3 clusters Score -7299214 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7301168.000000 Penalty: 5428.772949
	Iteration 11Q: 3 clusters Score -7301168 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7302469.500000 Penalty: 5428.772949
	Iteration 12Q: 3 clusters Score -7302470 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7303321.000000 Penalty: 5428.772949
	Iteration 13Q: 3 clusters Score -7303321 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7303747.000000 Penalty: 5428.772949
	Iteration 14Q: 3 clusters Score -7303747 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7303981.000000 Penalty: 5428.772949
	Iteration 15Q: 3 clusters Score -7303981 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7304143.000000 Penalty: 5428.772949
	Iteration 16Q: 3 clusters Score -7304143 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7304227.500000 Penalty: 5428.772949
	Iteration 17Q: 3 clusters Score -7304228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7304289.500000 Penalty: 5428.772949
	Iteration 18Q: 3 clusters Score -7304290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7304330.000000 Penalty: 5428.772949
	Iteration 19Q: 3 clusters Score -7304330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7304359.000000 Penalty: 5428.772949
	Iteration 20F: 3 clusters Score -7304359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7304383.000000 Penalty: 5428.772949
	Iteration 21Q: 3 clusters Score -7304383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7304392.500000 Penalty: 5428.772949
	Iteration 22Q: 3 clusters Score -7304392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7304409.000000 Penalty: 5428.772949
	Iteration 23Q: 3 clusters Score -7304409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7304420.000000 Penalty: 5428.772949
	Iteration 24Q: 3 clusters Score -7304420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7304424.500000 Penalty: 5428.772949
	Iteration 25Q: 3 clusters Score -7304424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7304433.000000 Penalty: 5428.772949
	Iteration 26Q: 3 clusters Score -7304433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7304433.000000 Penalty: 5428.772949
	Iteration 27Q: 3 clusters Score -7304433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7304434.500000 Penalty: 5428.772949
	Iteration 28Q: 3 clusters Score -7304434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7304434.000000 Penalty: 5428.772949
	Iteration 29Q: 3 clusters Score -7304434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7304441.500000 Penalty: 5428.772949
	Iteration 30Q: 3 clusters Score -7304442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7304444.000000 Penalty: 5428.772949
	Iteration 31Q: 3 clusters Score -7304444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7304443.000000 Penalty: 5428.772949
	Iteration 32Q: 3 clusters Score -7304443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7304443.000000 Penalty: 5428.772949
	Iteration 33Q: 3 clusters Score -7304443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7304443.000000 Penalty: 5428.772949
	Iteration 34F: 3 clusters Score -7304443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Entering Unmasked Estep 
Score: -4590011.500000 Penalty: 2601.056396
	Iteration 0F: 2 clusters Score -4590012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4565725.000000 Penalty: 5202.112793
	Iteration 0F: 3 clusters Score -4565725 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4574674.000000 Penalty: 5202.112793
	Iteration 1F: 3 clusters Score -4574674 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4575218.000000 Penalty: 5202.112793
	Iteration 2Q: 3 clusters Score -4575218 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4575716.000000 Penalty: 5202.112793
	Iteration 3Q: 3 clusters Score -4575716 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4576263.000000 Penalty: 5202.112793
	Iteration 4Q: 3 clusters Score -4576263 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4577082.500000 Penalty: 5202.112793
	Iteration 5Q: 3 clusters Score -4577082 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4578282.000000 Penalty: 5202.112793
	Iteration 6F: 3 clusters Score -4578282 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4580081.500000 Penalty: 5202.112793
	Iteration 7F: 3 clusters Score -4580082 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4582600.500000 Penalty: 5202.112793
	Iteration 8F: 3 clusters Score -4582600 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4585090.500000 Penalty: 5202.112793
	Iteration 9F: 3 clusters Score -4585090 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4586609.000000 Penalty: 5202.112793
	Iteration 10Q: 3 clusters Score -4586609 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4587229.500000 Penalty: 5202.112793
	Iteration 11Q: 3 clusters Score -4587230 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4587483.500000 Penalty: 5202.112793
	Iteration 12Q: 3 clusters Score -4587484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4587616.500000 Penalty: 5202.112793
	Iteration 13Q: 3 clusters Score -4587616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4587673.000000 Penalty: 5202.112793
	Iteration 14Q: 3 clusters Score -4587673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4587695.000000 Penalty: 5202.112793
	Iteration 15Q: 3 clusters Score -4587695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4587706.500000 Penalty: 5202.112793
	Iteration 16Q: 3 clusters Score -4587706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4587715.500000 Penalty: 5202.112793
	Iteration 17Q: 3 clusters Score -4587716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4587719.000000 Penalty: 5202.112793
	Iteration 18Q: 3 clusters Score -4587719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4587723.000000 Penalty: 5202.112793
	Iteration 19Q: 3 clusters Score -4587723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4587723.500000 Penalty: 5202.112793
	Iteration 20F: 3 clusters Score -4587724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4587724.000000 Penalty: 5202.112793
	Iteration 21Q: 3 clusters Score -4587724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4587724.000000 Penalty: 5202.112793
	Iteration 22F: 3 clusters Score -4587724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (215924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215924 members 
Entering Unmasked Estep 
Score: -27739202.000000 Penalty: 3046.104980
	Iteration 0F: 2 clusters Score -2.77392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -27602322.000000 Penalty: 6092.209961
	Iteration 0F: 3 clusters Score -2.760232e+07 nChanged 104189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 112154 members 
Entering Unmasked Estep 
Score: -27663400.000000 Penalty: 6092.209961
	Iteration 1F: 3 clusters Score -2.76634e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
Score: -27664406.000000 Penalty: 6092.209961
	Iteration 2Q: 3 clusters Score -2.766441e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -27665924.000000 Penalty: 6092.209961
	Iteration 3Q: 3 clusters Score -2.766592e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -27668456.000000 Penalty: 6092.209961
	Iteration 4Q: 3 clusters Score -2.766846e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 132644 members 
Entering Unmasked Estep 
Score: -27672866.000000 Penalty: 6092.209961
	Iteration 5Q: 3 clusters Score -2.767287e+07 nChanged 12929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 144845 members 
Entering Unmasked Estep 
Score: -27680352.000000 Penalty: 6092.209961
	Iteration 6F: 3 clusters Score -2.768035e+07 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 161015 members 
Entering Unmasked Estep 
Score: -27693090.000000 Penalty: 6092.209961
	Iteration 7F: 3 clusters Score -2.769309e+07 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 179382 members 
Entering Unmasked Estep 
Score: -27709556.000000 Penalty: 6092.209961
	Iteration 8F: 3 clusters Score -2.770956e+07 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 196523 members 
Entering Unmasked Estep 
Score: -27723984.000000 Penalty: 6092.209961
	Iteration 9F: 3 clusters Score -2.772398e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 208375 members 
Entering Unmasked Estep 
Score: -27732220.000000 Penalty: 6092.209961
	Iteration 10F: 3 clusters Score -2.773222e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 213651 members 
Entering Unmasked Estep 
Score: -27735216.000000 Penalty: 6092.209961
	Iteration 11Q: 3 clusters Score -2.773522e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 215205 members 
Entering Unmasked Estep 
Score: -27736032.000000 Penalty: 6092.209961
	Iteration 12Q: 3 clusters Score -2.773603e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 215561 members 
Entering Unmasked Estep 
Score: -27736256.000000 Penalty: 6092.209961
	Iteration 13Q: 3 clusters Score -2.773626e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215645 members 
Entering Unmasked Estep 
Score: -27736412.000000 Penalty: 6092.209961
	Iteration 14Q: 3 clusters Score -2.773641e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215681 members 
Entering Unmasked Estep 
Score: -27736466.000000 Penalty: 6092.209961
	Iteration 15Q: 3 clusters Score -2.773647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -27736498.000000 Penalty: 6092.209961
	Iteration 16Q: 3 clusters Score -2.77365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215680 members 
Entering Unmasked Estep 
Score: -27736510.000000 Penalty: 6092.209961
	Iteration 17Q: 3 clusters Score -2.773651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215684 members 
Entering Unmasked Estep 
Score: -27736502.000000 Penalty: 6092.209961
	Iteration 18Q: 3 clusters Score -2.77365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -27736514.000000 Penalty: 6092.209961
	Iteration 19Q: 3 clusters Score -2.773651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -27736498.000000 Penalty: 6092.209961
	Iteration 20F: 3 clusters Score -2.77365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 215684 members 
Entering Unmasked Estep 
Score: -27736520.000000 Penalty: 6092.209961
	Iteration 21Q: 3 clusters Score -2.773652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -27736520.000000 Penalty: 6092.209961
	Iteration 22Q: 3 clusters Score -2.773652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -27736532.000000 Penalty: 6092.209961
	Iteration 23Q: 3 clusters Score -2.773653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -27736532.000000 Penalty: 6092.209961
	Iteration 24F: 3 clusters Score -2.773653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -455935.593750 Penalty: 2040.587891
	Iteration 0F: 2 clusters Score -455935.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -452229.343750 Penalty: 4081.175781
	Iteration 0F: 3 clusters Score -452229.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -453000.625000 Penalty: 4081.175781
	Iteration 1F: 3 clusters Score -453000.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -453165.406250 Penalty: 4081.175781
	Iteration 2F: 3 clusters Score -453165.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -453260.437500 Penalty: 4081.175781
	Iteration 3Q: 3 clusters Score -453260.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -453323.906250 Penalty: 4081.175781
	Iteration 4Q: 3 clusters Score -453323.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -453363.406250 Penalty: 4081.175781
	Iteration 5Q: 3 clusters Score -453363.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -453407.687500 Penalty: 4081.175781
	Iteration 6Q: 3 clusters Score -453407.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -453450.500000 Penalty: 4081.175781
	Iteration 7Q: 3 clusters Score -453450.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -453499.031250 Penalty: 4081.175781
	Iteration 8Q: 3 clusters Score -453499 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -453542.406250 Penalty: 4081.175781
	Iteration 9Q: 3 clusters Score -453542.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -453585.093750 Penalty: 4081.175781
	Iteration 10Q: 3 clusters Score -453585.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -453633.343750 Penalty: 4081.175781
	Iteration 11Q: 3 clusters Score -453633.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -453697.343750 Penalty: 4081.175781
	Iteration 12Q: 3 clusters Score -453697.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -453761.875000 Penalty: 4081.175781
	Iteration 13Q: 3 clusters Score -453761.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -453814.875000 Penalty: 4081.175781
	Iteration 14Q: 3 clusters Score -453814.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -453861.437500 Penalty: 4081.175781
	Iteration 15Q: 3 clusters Score -453861.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -453902.281250 Penalty: 4081.175781
	Iteration 16Q: 3 clusters Score -453902.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -453926.843750 Penalty: 4081.175781
	Iteration 17Q: 3 clusters Score -453926.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -453954.312500 Penalty: 4081.175781
	Iteration 18Q: 3 clusters Score -453954.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -453976.843750 Penalty: 4081.175781
	Iteration 19Q: 3 clusters Score -453976.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -454006.531250 Penalty: 4081.175781
	Iteration 20F: 3 clusters Score -454006.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -454041.218750 Penalty: 4081.175781
	Iteration 21Q: 3 clusters Score -454041.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -454069.500000 Penalty: 4081.175781
	Iteration 22Q: 3 clusters Score -454069.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -454093.062500 Penalty: 4081.175781
	Iteration 23Q: 3 clusters Score -454093.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -454123.625000 Penalty: 4081.175781
	Iteration 24Q: 3 clusters Score -454123.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -454145.468750 Penalty: 4081.175781
	Iteration 25Q: 3 clusters Score -454145.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -454165.906250 Penalty: 4081.175781
	Iteration 26Q: 3 clusters Score -454165.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -454182.500000 Penalty: 4081.175781
	Iteration 27Q: 3 clusters Score -454182.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -454190.625000 Penalty: 4081.175781
	Iteration 28Q: 3 clusters Score -454190.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -454200.187500 Penalty: 4081.175781
	Iteration 29Q: 3 clusters Score -454200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -454206.375000 Penalty: 4081.175781
	Iteration 30Q: 3 clusters Score -454206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -454215.937500 Penalty: 4081.175781
	Iteration 31Q: 3 clusters Score -454215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -454224.218750 Penalty: 4081.175781
	Iteration 32Q: 3 clusters Score -454224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -454234.000000 Penalty: 4081.175781
	Iteration 33Q: 3 clusters Score -454234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -454241.843750 Penalty: 4081.175781
	Iteration 34Q: 3 clusters Score -454241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -454244.656250 Penalty: 4081.175781
	Iteration 35Q: 3 clusters Score -454244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -454246.531250 Penalty: 4081.175781
	Iteration 36Q: 3 clusters Score -454246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -454248.156250 Penalty: 4081.175781
	Iteration 37Q: 3 clusters Score -454248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -454249.312500 Penalty: 4081.175781
	Iteration 38Q: 3 clusters Score -454249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -454251.187500 Penalty: 4081.175781
	Iteration 39Q: 3 clusters Score -454251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -454252.125000 Penalty: 4081.175781
	Iteration 40F: 3 clusters Score -454252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -454253.062500 Penalty: 4081.175781
	Iteration 41Q: 3 clusters Score -454253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -454253.062500 Penalty: 4081.175781
	Iteration 42F: 3 clusters Score -454253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 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 348 members 
Entering Unmasked Estep 
Score: -75551.031250 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75551.03 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75785.015625 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75785.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75883.046875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -75883.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75967.125000 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -75967.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76067.398438 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -76067.4 nChanged 21
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: -76126.039062 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76126.04 nChanged 16
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: -76166.593750 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76166.59 nChanged 12
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: -76229.523438 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76229.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76310.250000 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76310.25 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: -76357.648438 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76357.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76402.296875 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76402.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76522.273438 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76522.27 nChanged 18
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: -76641.218750 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -76641.22 nChanged 16
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: -76706.937500 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -76706.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76739.273438 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -76739.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76753.062500 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -76753.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76760.250000 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -76760.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76763.789062 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -76763.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76765.289062 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -76765.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76767.203125 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -76767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76767.203125 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -76767.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55780.933594 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55780.93 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56009.464844 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56009.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56153.132812 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56153.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56287.300781 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56287.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56357.285156 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56357.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56407.746094 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56407.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56444.609375 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56444.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56464.488281 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56464.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56496.441406 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56496.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56567.582031 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56567.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56621.343750 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56621.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56646.382812 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56646.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56666.980469 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56666.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56676.972656 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -56676.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56685.761719 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -56685.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56711.613281 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -56711.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56724.308594 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -56724.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56729.300781 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -56729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56732.222656 Penalty: 3131.519775
	Iteration 18F: 3 clusters Score -56732.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56742.250000 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -56742.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56761.121094 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -56761.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56778.445312 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -56778.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56804.347656 Penalty: 3131.519775
	Iteration 22Q: 3 clusters Score -56804.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56837.359375 Penalty: 3131.519775
	Iteration 23Q: 3 clusters Score -56837.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56845.000000 Penalty: 3131.519775
	Iteration 24Q: 3 clusters Score -56845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56863.144531 Penalty: 3131.519775
	Iteration 25Q: 3 clusters Score -56863.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56875.511719 Penalty: 3131.519775
	Iteration 26Q: 3 clusters Score -56875.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56886.308594 Penalty: 3131.519775
	Iteration 27Q: 3 clusters Score -56886.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56902.281250 Penalty: 3131.519775
	Iteration 28Q: 3 clusters Score -56902.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56915.355469 Penalty: 3131.519775
	Iteration 29Q: 3 clusters Score -56915.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56928.906250 Penalty: 3131.519775
	Iteration 30Q: 3 clusters Score -56928.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56939.433594 Penalty: 3131.519775
	Iteration 31Q: 3 clusters Score -56939.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56939.433594 Penalty: 3131.519775
	Iteration 32F: 3 clusters Score -56939.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8979.272461 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -8979.272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8986.401367 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -8986.401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8986.401367 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -8986.401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80187.070312 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80187.07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80501.554688 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80501.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80652.031250 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80652.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80769.687500 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -80769.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80835.203125 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -80835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80896.656250 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -80896.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80939.695312 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -80939.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81019.601562 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -81019.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81133.835938 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -81133.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81207.617188 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -81207.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81275.554688 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -81275.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81321.664062 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -81321.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81393.710938 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -81393.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81507.726562 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -81507.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81613.757812 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -81613.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81741.898438 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -81741.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81838.023438 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -81838.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81952.164062 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -81952.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82142.617188 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -82142.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82277.390625 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -82277.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82277.390625 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -82277.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173369 members 
Mstep: Class 4 contains 224175 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174553 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49394 members 
Mstep: Class 10 contains 56676 members 
Mstep: Class 11 contains 35887 members 
Mstep: Class 12 contains 215924 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683312.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684800.000000 to -149683312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67004.632812 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67004.63 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67250.414062 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67250.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67398.742188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67398.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67513.351562 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67513.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67628.195312 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67628.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67692.593750 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67692.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67724.875000 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67724.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67744.484375 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67744.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67764.750000 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67764.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67787.460938 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -67787.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67841.531250 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -67841.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67930.320312 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -67930.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68042.195312 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68140.578125 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68140.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68218.585938 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -68218.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68280.726562 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -68280.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68296.453125 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -68296.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68301.492188 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -68301.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68305.015625 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -68305.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68305.015625 Penalty: 3192.330566
	Iteration 19F: 3 clusters Score -68305.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173369 members 
Mstep: Class 4 contains 224175 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174553 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49394 members 
Mstep: Class 10 contains 56676 members 
Mstep: Class 11 contains 35887 members 
Mstep: Class 12 contains 215924 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 319Q: 19 clusters Score -1.496848e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173377 members 
Mstep: Class 4 contains 224185 members 
Mstep: Class 5 contains 62469 members 
Mstep: Class 6 contains 174542 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49395 members 
Mstep: Class 10 contains 56661 members 
Mstep: Class 11 contains 35892 members 
Mstep: Class 12 contains 215918 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 62449.558594
Iteration 320F: 19 clusters Score -1.496847e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173378 members 
Mstep: Class 4 contains 224187 members 
Mstep: Class 5 contains 62470 members 
Mstep: Class 6 contains 174536 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49392 members 
Mstep: Class 10 contains 56655 members 
Mstep: Class 11 contains 35896 members 
Mstep: Class 12 contains 215916 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 321Q: 19 clusters Score -1.496849e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183824 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173382 members 
Mstep: Class 4 contains 224178 members 
Mstep: Class 5 contains 62476 members 
Mstep: Class 6 contains 174522 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49393 members 
Mstep: Class 10 contains 56646 members 
Mstep: Class 11 contains 35902 members 
Mstep: Class 12 contains 215925 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 322Q: 19 clusters Score -1.49685e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183827 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173387 members 
Mstep: Class 4 contains 224166 members 
Mstep: Class 5 contains 62479 members 
Mstep: Class 6 contains 174508 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49393 members 
Mstep: Class 10 contains 56644 members 
Mstep: Class 11 contains 35904 members 
Mstep: Class 12 contains 215940 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 323Q: 19 clusters Score -1.496849e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183834 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173388 members 
Mstep: Class 4 contains 224156 members 
Mstep: Class 5 contains 62482 members 
Mstep: Class 6 contains 174501 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49396 members 
Mstep: Class 10 contains 56635 members 
Mstep: Class 11 contains 35910 members 
Mstep: Class 12 contains 215946 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 324Q: 19 clusters Score -1.496849e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183833 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173388 members 
Mstep: Class 4 contains 224159 members 
Mstep: Class 5 contains 62485 members 
Mstep: Class 6 contains 174489 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49398 members 
Mstep: Class 10 contains 56632 members 
Mstep: Class 11 contains 35915 members 
Mstep: Class 12 contains 215949 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 325Q: 19 clusters Score -1.496849e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183835 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173388 members 
Mstep: Class 4 contains 224151 members 
Mstep: Class 5 contains 62484 members 
Mstep: Class 6 contains 174478 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49403 members 
Mstep: Class 10 contains 56626 members 
Mstep: Class 11 contains 35926 members 
Mstep: Class 12 contains 215957 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 326Q: 19 clusters Score -1.496848e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183840 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173386 members 
Mstep: Class 4 contains 224154 members 
Mstep: Class 5 contains 62477 members 
Mstep: Class 6 contains 174460 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49400 members 
Mstep: Class 10 contains 56619 members 
Mstep: Class 11 contains 35940 members 
Mstep: Class 12 contains 215972 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 327Q: 19 clusters Score -1.496848e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183849 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173388 members 
Mstep: Class 4 contains 224156 members 
Mstep: Class 5 contains 62474 members 
Mstep: Class 6 contains 174445 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49401 members 
Mstep: Class 10 contains 56609 members 
Mstep: Class 11 contains 35954 members 
Mstep: Class 12 contains 215972 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 328Q: 19 clusters Score -1.496848e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183850 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173390 members 
Mstep: Class 4 contains 224148 members 
Mstep: Class 5 contains 62472 members 
Mstep: Class 6 contains 174436 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49403 members 
Mstep: Class 10 contains 56599 members 
Mstep: Class 11 contains 35967 members 
Mstep: Class 12 contains 215983 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 62449.558594
Iteration 329Q: 19 clusters Score -1.496847e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183851 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173389 members 
Mstep: Class 4 contains 224142 members 
Mstep: Class 5 contains 62467 members 
Mstep: Class 6 contains 174431 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49407 members 
Mstep: Class 10 contains 56589 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 215995 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 330Q: 19 clusters Score -1.496848e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173387 members 
Mstep: Class 4 contains 224141 members 
Mstep: Class 5 contains 62463 members 
Mstep: Class 6 contains 174427 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49407 members 
Mstep: Class 10 contains 56575 members 
Mstep: Class 11 contains 35981 members 
Mstep: Class 12 contains 216006 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684720.000000 Penalty: 62449.558594
Iteration 331Q: 19 clusters Score -1.496847e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183884 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173381 members 
Mstep: Class 4 contains 224133 members 
Mstep: Class 5 contains 62461 members 
Mstep: Class 6 contains 174415 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49409 members 
Mstep: Class 10 contains 56567 members 
Mstep: Class 11 contains 35986 members 
Mstep: Class 12 contains 216010 members 
Mstep: Class 13 contains 3743 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 332Q: 19 clusters Score -1.496848e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183913 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173378 members 
Mstep: Class 4 contains 224136 members 
Mstep: Class 5 contains 62462 members 
Mstep: Class 6 contains 174409 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56560 members 
Mstep: Class 11 contains 35989 members 
Mstep: Class 12 contains 215984 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 333Q: 19 clusters Score -1.496849e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183934 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173372 members 
Mstep: Class 4 contains 224142 members 
Mstep: Class 5 contains 62464 members 
Mstep: Class 6 contains 174415 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56555 members 
Mstep: Class 11 contains 35992 members 
Mstep: Class 12 contains 215954 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 334Q: 19 clusters Score -1.496849e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183951 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173357 members 
Mstep: Class 4 contains 224143 members 
Mstep: Class 5 contains 62467 members 
Mstep: Class 6 contains 174419 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 56545 members 
Mstep: Class 11 contains 35996 members 
Mstep: Class 12 contains 215946 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 335Q: 19 clusters Score -1.496848e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183958 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173356 members 
Mstep: Class 4 contains 224145 members 
Mstep: Class 5 contains 62468 members 
Mstep: Class 6 contains 174424 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 56540 members 
Mstep: Class 11 contains 36003 members 
Mstep: Class 12 contains 215927 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 336Q: 19 clusters Score -1.496848e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173351 members 
Mstep: Class 4 contains 224148 members 
Mstep: Class 5 contains 62463 members 
Mstep: Class 6 contains 174420 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56538 members 
Mstep: Class 11 contains 36013 members 
Mstep: Class 12 contains 215916 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 337Q: 19 clusters Score -1.496848e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 183994 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173345 members 
Mstep: Class 4 contains 224146 members 
Mstep: Class 5 contains 62459 members 
Mstep: Class 6 contains 174411 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 56533 members 
Mstep: Class 11 contains 36026 members 
Mstep: Class 12 contains 215911 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 338Q: 19 clusters Score -1.496848e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184017 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173347 members 
Mstep: Class 4 contains 224142 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 174404 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56528 members 
Mstep: Class 11 contains 36038 members 
Mstep: Class 12 contains 215893 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 339Q: 19 clusters Score -1.496848e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173345 members 
Mstep: Class 4 contains 224143 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174399 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56520 members 
Mstep: Class 11 contains 36049 members 
Mstep: Class 12 contains 215894 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 340F: 19 clusters Score -1.496848e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173341 members 
Mstep: Class 4 contains 224131 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174393 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56511 members 
Mstep: Class 11 contains 36063 members 
Mstep: Class 12 contains 215896 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 341Q: 19 clusters Score -1.496849e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184048 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173345 members 
Mstep: Class 4 contains 224128 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174388 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56509 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 12 contains 215887 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 342Q: 19 clusters Score -1.496849e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184049 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173343 members 
Mstep: Class 4 contains 224128 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174393 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49410 members 
Mstep: Class 10 contains 56505 members 
Mstep: Class 11 contains 36082 members 
Mstep: Class 12 contains 215891 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 343Q: 19 clusters Score -1.49685e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184065 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173339 members 
Mstep: Class 4 contains 224116 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174388 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49413 members 
Mstep: Class 10 contains 56497 members 
Mstep: Class 11 contains 36087 members 
Mstep: Class 12 contains 215897 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 344Q: 19 clusters Score -1.49685e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184077 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173334 members 
Mstep: Class 4 contains 224105 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174383 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49411 members 
Mstep: Class 10 contains 56485 members 
Mstep: Class 11 contains 36092 members 
Mstep: Class 12 contains 215914 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 345Q: 19 clusters Score -1.49685e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184089 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173329 members 
Mstep: Class 4 contains 224089 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174379 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49407 members 
Mstep: Class 10 contains 56481 members 
Mstep: Class 11 contains 36096 members 
Mstep: Class 12 contains 215930 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 346Q: 19 clusters Score -1.49685e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173320 members 
Mstep: Class 4 contains 224072 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174367 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49406 members 
Mstep: Class 10 contains 56481 members 
Mstep: Class 11 contains 36106 members 
Mstep: Class 12 contains 215946 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 347Q: 19 clusters Score -1.496849e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184102 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173322 members 
Mstep: Class 4 contains 224040 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174366 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49408 members 
Mstep: Class 10 contains 56482 members 
Mstep: Class 11 contains 36121 members 
Mstep: Class 12 contains 215955 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 348Q: 19 clusters Score -1.49685e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173321 members 
Mstep: Class 4 contains 224023 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174355 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49408 members 
Mstep: Class 10 contains 56480 members 
Mstep: Class 11 contains 36135 members 
Mstep: Class 12 contains 215963 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 349Q: 19 clusters Score -1.49685e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173319 members 
Mstep: Class 4 contains 224009 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174345 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49407 members 
Mstep: Class 10 contains 56477 members 
Mstep: Class 11 contains 36139 members 
Mstep: Class 12 contains 215966 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685040.000000 Penalty: 62449.558594
Iteration 350Q: 19 clusters Score -1.49685e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173313 members 
Mstep: Class 4 contains 223986 members 
Mstep: Class 5 contains 62460 members 
Mstep: Class 6 contains 174345 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49411 members 
Mstep: Class 10 contains 56475 members 
Mstep: Class 11 contains 36147 members 
Mstep: Class 12 contains 215978 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684992.000000 Penalty: 62449.558594
Iteration 351Q: 19 clusters Score -1.49685e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173312 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62460 members 
Mstep: Class 6 contains 174344 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49415 members 
Mstep: Class 10 contains 56467 members 
Mstep: Class 11 contains 36156 members 
Mstep: Class 12 contains 216003 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 352Q: 19 clusters Score -1.49685e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173318 members 
Mstep: Class 4 contains 223931 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174343 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 36174 members 
Mstep: Class 12 contains 216017 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 353Q: 19 clusters Score -1.49685e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173314 members 
Mstep: Class 4 contains 223913 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174344 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56462 members 
Mstep: Class 11 contains 36184 members 
Mstep: Class 12 contains 216033 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 354Q: 19 clusters Score -1.49685e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173305 members 
Mstep: Class 4 contains 223899 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174341 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49415 members 
Mstep: Class 10 contains 56456 members 
Mstep: Class 11 contains 36196 members 
Mstep: Class 12 contains 216060 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 355Q: 19 clusters Score -1.49685e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173301 members 
Mstep: Class 4 contains 223891 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174338 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49413 members 
Mstep: Class 10 contains 56452 members 
Mstep: Class 11 contains 36204 members 
Mstep: Class 12 contains 216080 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 356Q: 19 clusters Score -1.49685e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173297 members 
Mstep: Class 4 contains 223881 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174341 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49415 members 
Mstep: Class 10 contains 56445 members 
Mstep: Class 11 contains 36207 members 
Mstep: Class 12 contains 216097 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 357Q: 19 clusters Score -1.496849e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173293 members 
Mstep: Class 4 contains 223865 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174338 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56442 members 
Mstep: Class 11 contains 36212 members 
Mstep: Class 12 contains 216119 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 358Q: 19 clusters Score -1.496849e+08 nChanged 83
Entering ConstructFrom: 
Score: -149684880.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (184117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Entering Unmasked Estep 
Score: -23574274.000000 Penalty: 3006.584961
	Iteration 0F: 2 clusters Score -2.357427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -23453650.000000 Penalty: 6013.169922
	Iteration 0F: 3 clusters Score -2.345365e+07 nChanged 88362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -23506398.000000 Penalty: 6013.169922
	Iteration 1F: 3 clusters Score -2.35064e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -23508858.000000 Penalty: 6013.169922
	Iteration 2Q: 3 clusters Score -2.350886e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -23512586.000000 Penalty: 6013.169922
	Iteration 3Q: 3 clusters Score -2.351259e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -23518590.000000 Penalty: 6013.169922
	Iteration 4F: 3 clusters Score -2.351859e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -23527252.000000 Penalty: 6013.169922
	Iteration 5F: 3 clusters Score -2.352725e+07 nChanged 14410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -23538948.000000 Penalty: 6013.169922
	Iteration 6F: 3 clusters Score -2.353895e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -23552374.000000 Penalty: 6013.169922
	Iteration 7F: 3 clusters Score -2.355237e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129470 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -23561790.000000 Penalty: 6013.169922
	Iteration 8F: 3 clusters Score -2.356179e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133230 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -23565408.000000 Penalty: 6013.169922
	Iteration 9Q: 3 clusters Score -2.356541e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135881 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -23566730.000000 Penalty: 6013.169922
	Iteration 10Q: 3 clusters Score -2.356673e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -23567580.000000 Penalty: 6013.169922
	Iteration 11Q: 3 clusters Score -2.356758e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -23568190.000000 Penalty: 6013.169922
	Iteration 12Q: 3 clusters Score -2.356819e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141902 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -23568764.000000 Penalty: 6013.169922
	Iteration 13Q: 3 clusters Score -2.356876e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -23569164.000000 Penalty: 6013.169922
	Iteration 14Q: 3 clusters Score -2.356916e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -23569554.000000 Penalty: 6013.169922
	Iteration 15Q: 3 clusters Score -2.356955e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146908 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -23569862.000000 Penalty: 6013.169922
	Iteration 16Q: 3 clusters Score -2.356986e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -23570236.000000 Penalty: 6013.169922
	Iteration 17Q: 3 clusters Score -2.357024e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -23570602.000000 Penalty: 6013.169922
	Iteration 18Q: 3 clusters Score -2.35706e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151802 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -23571028.000000 Penalty: 6013.169922
	Iteration 19Q: 3 clusters Score -2.357103e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153432 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -23571378.000000 Penalty: 6013.169922
	Iteration 20F: 3 clusters Score -2.357138e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -23571818.000000 Penalty: 6013.169922
	Iteration 21Q: 3 clusters Score -2.357182e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156678 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -23572100.000000 Penalty: 6013.169922
	Iteration 22Q: 3 clusters Score -2.35721e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -23572404.000000 Penalty: 6013.169922
	Iteration 23Q: 3 clusters Score -2.35724e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -23572718.000000 Penalty: 6013.169922
	Iteration 24Q: 3 clusters Score -2.357272e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -23573022.000000 Penalty: 6013.169922
	Iteration 25Q: 3 clusters Score -2.357302e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -23573278.000000 Penalty: 6013.169922
	Iteration 26Q: 3 clusters Score -2.357328e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163856 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -23573472.000000 Penalty: 6013.169922
	Iteration 27Q: 3 clusters Score -2.357347e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -23573694.000000 Penalty: 6013.169922
	Iteration 28Q: 3 clusters Score -2.357369e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -23573918.000000 Penalty: 6013.169922
	Iteration 29Q: 3 clusters Score -2.357392e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167293 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -23574054.000000 Penalty: 6013.169922
	Iteration 30Q: 3 clusters Score -2.357405e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -23574148.000000 Penalty: 6013.169922
	Iteration 31Q: 3 clusters Score -2.357415e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -23574200.000000 Penalty: 6013.169922
	Iteration 32Q: 3 clusters Score -2.35742e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170192 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -23574344.000000 Penalty: 6013.169922
	Iteration 33Q: 3 clusters Score -2.357434e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -23574408.000000 Penalty: 6013.169922
	Iteration 34Q: 3 clusters Score -2.357441e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171718 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -23574486.000000 Penalty: 6013.169922
	Iteration 35Q: 3 clusters Score -2.357449e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172365 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -23574526.000000 Penalty: 6013.169922
	Iteration 36Q: 3 clusters Score -2.357453e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -23574514.000000 Penalty: 6013.169922
	Iteration 37Q: 3 clusters Score -2.357451e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -23574596.000000 Penalty: 6013.169922
	Iteration 38Q: 3 clusters Score -2.35746e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -23574650.000000 Penalty: 6013.169922
	Iteration 39Q: 3 clusters Score -2.357465e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174346 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -23574626.000000 Penalty: 6013.169922
	Iteration 40F: 3 clusters Score -2.357463e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174756 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -23574656.000000 Penalty: 6013.169922
	Iteration 41Q: 3 clusters Score -2.357466e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -23574736.000000 Penalty: 6013.169922
	Iteration 42Q: 3 clusters Score -2.357474e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -23574740.000000 Penalty: 6013.169922
	Iteration 43Q: 3 clusters Score -2.357474e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175763 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -23574804.000000 Penalty: 6013.169922
	Iteration 44Q: 3 clusters Score -2.35748e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176052 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -23574790.000000 Penalty: 6013.169922
	Iteration 45Q: 3 clusters Score -2.357479e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -23574824.000000 Penalty: 6013.169922
	Iteration 46Q: 3 clusters Score -2.357482e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -23574804.000000 Penalty: 6013.169922
	Iteration 47Q: 3 clusters Score -2.35748e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -23574830.000000 Penalty: 6013.169922
	Iteration 48Q: 3 clusters Score -2.357483e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -23574816.000000 Penalty: 6013.169922
	Iteration 49Q: 3 clusters Score -2.357482e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177104 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -23574796.000000 Penalty: 6013.169922
	Iteration 50Q: 3 clusters Score -2.35748e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177267 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -23574790.000000 Penalty: 6013.169922
	Iteration 51Q: 3 clusters Score -2.357479e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177428 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -23574764.000000 Penalty: 6013.169922
	Iteration 52Q: 3 clusters Score -2.357476e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177561 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -23574786.000000 Penalty: 6013.169922
	Iteration 53Q: 3 clusters Score -2.357479e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177674 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -23574766.000000 Penalty: 6013.169922
	Iteration 54Q: 3 clusters Score -2.357477e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -23574788.000000 Penalty: 6013.169922
	Iteration 55Q: 3 clusters Score -2.357479e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177873 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -23574830.000000 Penalty: 6013.169922
	Iteration 56Q: 3 clusters Score -2.357483e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177963 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -23574840.000000 Penalty: 6013.169922
	Iteration 57Q: 3 clusters Score -2.357484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178052 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -23574892.000000 Penalty: 6013.169922
	Iteration 58Q: 3 clusters Score -2.357489e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178129 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -23574886.000000 Penalty: 6013.169922
	Iteration 59Q: 3 clusters Score -2.357489e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178188 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -23574890.000000 Penalty: 6013.169922
	Iteration 60F: 3 clusters Score -2.357489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178245 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -23574852.000000 Penalty: 6013.169922
	Iteration 61Q: 3 clusters Score -2.357485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178304 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -23574864.000000 Penalty: 6013.169922
	Iteration 62Q: 3 clusters Score -2.357486e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178354 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -23574858.000000 Penalty: 6013.169922
	Iteration 63Q: 3 clusters Score -2.357486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178406 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -23574882.000000 Penalty: 6013.169922
	Iteration 64Q: 3 clusters Score -2.357488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -23574854.000000 Penalty: 6013.169922
	Iteration 65Q: 3 clusters Score -2.357485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -23574842.000000 Penalty: 6013.169922
	Iteration 66Q: 3 clusters Score -2.357484e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178535 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -23574838.000000 Penalty: 6013.169922
	Iteration 67Q: 3 clusters Score -2.357484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178579 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -23574858.000000 Penalty: 6013.169922
	Iteration 68Q: 3 clusters Score -2.357486e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -23574830.000000 Penalty: 6013.169922
	Iteration 69Q: 3 clusters Score -2.357483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178657 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -23574808.000000 Penalty: 6013.169922
	Iteration 70Q: 3 clusters Score -2.357481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -23574822.000000 Penalty: 6013.169922
	Iteration 71Q: 3 clusters Score -2.357482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178729 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -23574804.000000 Penalty: 6013.169922
	Iteration 72Q: 3 clusters Score -2.35748e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178769 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -23574792.000000 Penalty: 6013.169922
	Iteration 73Q: 3 clusters Score -2.357479e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -23574826.000000 Penalty: 6013.169922
	Iteration 74Q: 3 clusters Score -2.357483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178830 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -23574826.000000 Penalty: 6013.169922
	Iteration 75Q: 3 clusters Score -2.357483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178865 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -23574802.000000 Penalty: 6013.169922
	Iteration 76Q: 3 clusters Score -2.35748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23574790.000000 Penalty: 6013.169922
	Iteration 77Q: 3 clusters Score -2.357479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -23574820.000000 Penalty: 6013.169922
	Iteration 78Q: 3 clusters Score -2.357482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -23574808.000000 Penalty: 6013.169922
	Iteration 79Q: 3 clusters Score -2.357481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -23574790.000000 Penalty: 6013.169922
	Iteration 80F: 3 clusters Score -2.357479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -23574786.000000 Penalty: 6013.169922
	Iteration 81Q: 3 clusters Score -2.357479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179001 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -23574806.000000 Penalty: 6013.169922
	Iteration 82Q: 3 clusters Score -2.357481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179016 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -23574822.000000 Penalty: 6013.169922
	Iteration 83Q: 3 clusters Score -2.357482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179024 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -23574834.000000 Penalty: 6013.169922
	Iteration 84Q: 3 clusters Score -2.357483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -23574828.000000 Penalty: 6013.169922
	Iteration 85Q: 3 clusters Score -2.357483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179048 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -23574820.000000 Penalty: 6013.169922
	Iteration 86Q: 3 clusters Score -2.357482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179057 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -23574830.000000 Penalty: 6013.169922
	Iteration 87Q: 3 clusters Score -2.357483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179065 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -23574814.000000 Penalty: 6013.169922
	Iteration 88Q: 3 clusters Score -2.357481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179071 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -23574810.000000 Penalty: 6013.169922
	Iteration 89Q: 3 clusters Score -2.357481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179075 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -23574822.000000 Penalty: 6013.169922
	Iteration 90Q: 3 clusters Score -2.357482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179079 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -23574794.000000 Penalty: 6013.169922
	Iteration 91Q: 3 clusters Score -2.357479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179085 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -23574808.000000 Penalty: 6013.169922
	Iteration 92Q: 3 clusters Score -2.357481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179087 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -23574810.000000 Penalty: 6013.169922
	Iteration 93Q: 3 clusters Score -2.357481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179090 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -23574818.000000 Penalty: 6013.169922
	Iteration 94Q: 3 clusters Score -2.357482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -23574820.000000 Penalty: 6013.169922
	Iteration 95Q: 3 clusters Score -2.357482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -23574824.000000 Penalty: 6013.169922
	Iteration 96Q: 3 clusters Score -2.357482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -23574824.000000 Penalty: 6013.169922
	Iteration 97F: 3 clusters Score -2.357482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 179092 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173290 members 
Mstep: Class 4 contains 223855 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174339 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56433 members 
Mstep: Class 11 contains 36215 members 
Mstep: Class 12 contains 216131 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 5025 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149684016.000000 Penalty: 65918.976562
Splitting cluster 1 changes total score from -149684880.000000 to -149684016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -545370.562500 Penalty: 2078.694092
	Iteration 0F: 2 clusters Score -545370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -541265.250000 Penalty: 4157.388184
	Iteration 0F: 3 clusters Score -541265.2 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -542166.437500 Penalty: 4157.388184
	Iteration 1F: 3 clusters Score -542166.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -542329.812500 Penalty: 4157.388184
	Iteration 2F: 3 clusters Score -542329.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -542442.937500 Penalty: 4157.388184
	Iteration 3Q: 3 clusters Score -542442.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -542520.812500 Penalty: 4157.388184
	Iteration 4Q: 3 clusters Score -542520.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -542575.625000 Penalty: 4157.388184
	Iteration 5Q: 3 clusters Score -542575.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -542615.312500 Penalty: 4157.388184
	Iteration 6Q: 3 clusters Score -542615.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -542656.187500 Penalty: 4157.388184
	Iteration 7Q: 3 clusters Score -542656.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -542690.375000 Penalty: 4157.388184
	Iteration 8Q: 3 clusters Score -542690.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -542719.312500 Penalty: 4157.388184
	Iteration 9Q: 3 clusters Score -542719.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -542749.875000 Penalty: 4157.388184
	Iteration 10Q: 3 clusters Score -542749.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -542774.000000 Penalty: 4157.388184
	Iteration 11Q: 3 clusters Score -542774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -542793.125000 Penalty: 4157.388184
	Iteration 12Q: 3 clusters Score -542793.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -542816.187500 Penalty: 4157.388184
	Iteration 13Q: 3 clusters Score -542816.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -542837.750000 Penalty: 4157.388184
	Iteration 14Q: 3 clusters Score -542837.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -542861.375000 Penalty: 4157.388184
	Iteration 15Q: 3 clusters Score -542861.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -542895.125000 Penalty: 4157.388184
	Iteration 16Q: 3 clusters Score -542895.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -542928.750000 Penalty: 4157.388184
	Iteration 17Q: 3 clusters Score -542928.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -542959.062500 Penalty: 4157.388184
	Iteration 18Q: 3 clusters Score -542959.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -542995.062500 Penalty: 4157.388184
	Iteration 19Q: 3 clusters Score -542995.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -543039.437500 Penalty: 4157.388184
	Iteration 20F: 3 clusters Score -543039.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -543078.062500 Penalty: 4157.388184
	Iteration 21Q: 3 clusters Score -543078.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -543107.312500 Penalty: 4157.388184
	Iteration 22Q: 3 clusters Score -543107.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -543146.437500 Penalty: 4157.388184
	Iteration 23Q: 3 clusters Score -543146.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -543186.750000 Penalty: 4157.388184
	Iteration 24Q: 3 clusters Score -543186.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -543228.625000 Penalty: 4157.388184
	Iteration 25Q: 3 clusters Score -543228.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -543261.750000 Penalty: 4157.388184
	Iteration 26Q: 3 clusters Score -543261.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -543293.125000 Penalty: 4157.388184
	Iteration 27Q: 3 clusters Score -543293.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -543324.187500 Penalty: 4157.388184
	Iteration 28Q: 3 clusters Score -543324.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -543364.437500 Penalty: 4157.388184
	Iteration 29Q: 3 clusters Score -543364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -543401.437500 Penalty: 4157.388184
	Iteration 30Q: 3 clusters Score -543401.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -543436.187500 Penalty: 4157.388184
	Iteration 31Q: 3 clusters Score -543436.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -543470.375000 Penalty: 4157.388184
	Iteration 32Q: 3 clusters Score -543470.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -543499.625000 Penalty: 4157.388184
	Iteration 33Q: 3 clusters Score -543499.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -543536.562500 Penalty: 4157.388184
	Iteration 34Q: 3 clusters Score -543536.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -543564.562500 Penalty: 4157.388184
	Iteration 35Q: 3 clusters Score -543564.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -543586.437500 Penalty: 4157.388184
	Iteration 36Q: 3 clusters Score -543586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -543608.750000 Penalty: 4157.388184
	Iteration 37Q: 3 clusters Score -543608.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -543623.062500 Penalty: 4157.388184
	Iteration 38Q: 3 clusters Score -543623.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -543631.875000 Penalty: 4157.388184
	Iteration 39Q: 3 clusters Score -543631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -543638.500000 Penalty: 4157.388184
	Iteration 40F: 3 clusters Score -543638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -543643.937500 Penalty: 4157.388184
	Iteration 41Q: 3 clusters Score -543643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -543648.687500 Penalty: 4157.388184
	Iteration 42Q: 3 clusters Score -543648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -543653.375000 Penalty: 4157.388184
	Iteration 43Q: 3 clusters Score -543653.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -543664.312500 Penalty: 4157.388184
	Iteration 44Q: 3 clusters Score -543664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -543668.937500 Penalty: 4157.388184
	Iteration 45Q: 3 clusters Score -543668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -543673.062500 Penalty: 4157.388184
	Iteration 46Q: 3 clusters Score -543673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -543674.937500 Penalty: 4157.388184
	Iteration 47Q: 3 clusters Score -543674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -543675.375000 Penalty: 4157.388184
	Iteration 48Q: 3 clusters Score -543675.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -543675.375000 Penalty: 4157.388184
	Iteration 49F: 3 clusters Score -543675.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173290 members 
Entering Unmasked Estep 
Score: -22271544.000000 Penalty: 2991.555176
	Iteration 0F: 2 clusters Score -2.227154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -22157244.000000 Penalty: 5983.110352
	Iteration 0F: 3 clusters Score -2.215724e+07 nChanged 83039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -22204836.000000 Penalty: 5983.110352
	Iteration 1F: 3 clusters Score -2.220484e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -22205894.000000 Penalty: 5983.110352
	Iteration 2Q: 3 clusters Score -2.220589e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -22207192.000000 Penalty: 5983.110352
	Iteration 3Q: 3 clusters Score -2.220719e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -22208956.000000 Penalty: 5983.110352
	Iteration 4Q: 3 clusters Score -2.220896e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -22212162.000000 Penalty: 5983.110352
	Iteration 5Q: 3 clusters Score -2.221216e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -22217784.000000 Penalty: 5983.110352
	Iteration 6F: 3 clusters Score -2.221778e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 120430 members 
Entering Unmasked Estep 
Score: -22227340.000000 Penalty: 5983.110352
	Iteration 7F: 3 clusters Score -2.222734e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -22238980.000000 Penalty: 5983.110352
	Iteration 8F: 3 clusters Score -2.223898e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -22249456.000000 Penalty: 5983.110352
	Iteration 9F: 3 clusters Score -2.224946e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -22256500.000000 Penalty: 5983.110352
	Iteration 10Q: 3 clusters Score -2.22565e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -22260670.000000 Penalty: 5983.110352
	Iteration 11Q: 3 clusters Score -2.226067e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -22263276.000000 Penalty: 5983.110352
	Iteration 12Q: 3 clusters Score -2.226328e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -22264900.000000 Penalty: 5983.110352
	Iteration 13Q: 3 clusters Score -2.22649e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -22266058.000000 Penalty: 5983.110352
	Iteration 14Q: 3 clusters Score -2.226606e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 164171 members 
Entering Unmasked Estep 
Score: -22267000.000000 Penalty: 5983.110352
	Iteration 15Q: 3 clusters Score -2.2267e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -22267786.000000 Penalty: 5983.110352
	Iteration 16Q: 3 clusters Score -2.226779e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -22268266.000000 Penalty: 5983.110352
	Iteration 17Q: 3 clusters Score -2.226827e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 167458 members 
Entering Unmasked Estep 
Score: -22268696.000000 Penalty: 5983.110352
	Iteration 18Q: 3 clusters Score -2.22687e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -22268920.000000 Penalty: 5983.110352
	Iteration 19Q: 3 clusters Score -2.226892e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -22269248.000000 Penalty: 5983.110352
	Iteration 20F: 3 clusters Score -2.226925e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 169092 members 
Entering Unmasked Estep 
Score: -22269404.000000 Penalty: 5983.110352
	Iteration 21Q: 3 clusters Score -2.22694e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 169401 members 
Entering Unmasked Estep 
Score: -22269544.000000 Penalty: 5983.110352
	Iteration 22Q: 3 clusters Score -2.226954e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 169670 members 
Entering Unmasked Estep 
Score: -22269632.000000 Penalty: 5983.110352
	Iteration 23Q: 3 clusters Score -2.226963e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -22269640.000000 Penalty: 5983.110352
	Iteration 24Q: 3 clusters Score -2.226964e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -22269684.000000 Penalty: 5983.110352
	Iteration 25Q: 3 clusters Score -2.226968e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 170181 members 
Entering Unmasked Estep 
Score: -22269656.000000 Penalty: 5983.110352
	Iteration 26Q: 3 clusters Score -2.226966e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 170302 members 
Entering Unmasked Estep 
Score: -22269704.000000 Penalty: 5983.110352
	Iteration 27Q: 3 clusters Score -2.22697e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -22269722.000000 Penalty: 5983.110352
	Iteration 28Q: 3 clusters Score -2.226972e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 170514 members 
Entering Unmasked Estep 
Score: -22269732.000000 Penalty: 5983.110352
	Iteration 29Q: 3 clusters Score -2.226973e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 170607 members 
Entering Unmasked Estep 
Score: -22269728.000000 Penalty: 5983.110352
	Iteration 30Q: 3 clusters Score -2.226973e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 170679 members 
Entering Unmasked Estep 
Score: -22269810.000000 Penalty: 5983.110352
	Iteration 31Q: 3 clusters Score -2.226981e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 170747 members 
Entering Unmasked Estep 
Score: -22269810.000000 Penalty: 5983.110352
	Iteration 32Q: 3 clusters Score -2.226981e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -22269850.000000 Penalty: 5983.110352
	Iteration 33Q: 3 clusters Score -2.226985e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 170848 members 
Entering Unmasked Estep 
Score: -22269856.000000 Penalty: 5983.110352
	Iteration 34Q: 3 clusters Score -2.226986e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -22269856.000000 Penalty: 5983.110352
	Iteration 35Q: 3 clusters Score -2.226986e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -22269864.000000 Penalty: 5983.110352
	Iteration 36Q: 3 clusters Score -2.226986e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -22269898.000000 Penalty: 5983.110352
	Iteration 37Q: 3 clusters Score -2.22699e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 171034 members 
Entering Unmasked Estep 
Score: -22269924.000000 Penalty: 5983.110352
	Iteration 38Q: 3 clusters Score -2.226992e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -22269928.000000 Penalty: 5983.110352
	Iteration 39Q: 3 clusters Score -2.226993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 171108 members 
Entering Unmasked Estep 
Score: -22269938.000000 Penalty: 5983.110352
	Iteration 40F: 3 clusters Score -2.226994e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 171141 members 
Entering Unmasked Estep 
Score: -22269948.000000 Penalty: 5983.110352
	Iteration 41Q: 3 clusters Score -2.226995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -22269958.000000 Penalty: 5983.110352
	Iteration 42Q: 3 clusters Score -2.226996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -22269962.000000 Penalty: 5983.110352
	Iteration 43Q: 3 clusters Score -2.226996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -22269956.000000 Penalty: 5983.110352
	Iteration 44Q: 3 clusters Score -2.226996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -22269950.000000 Penalty: 5983.110352
	Iteration 45Q: 3 clusters Score -2.226995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 171244 members 
Entering Unmasked Estep 
Score: -22269962.000000 Penalty: 5983.110352
	Iteration 46Q: 3 clusters Score -2.226996e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -22269958.000000 Penalty: 5983.110352
	Iteration 47Q: 3 clusters Score -2.226996e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 171291 members 
Entering Unmasked Estep 
Score: -22269948.000000 Penalty: 5983.110352
	Iteration 48Q: 3 clusters Score -2.226995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -22269980.000000 Penalty: 5983.110352
	Iteration 49Q: 3 clusters Score -2.226998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 171322 members 
Entering Unmasked Estep 
Score: -22269994.000000 Penalty: 5983.110352
	Iteration 50Q: 3 clusters Score -2.226999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -22269972.000000 Penalty: 5983.110352
	Iteration 51Q: 3 clusters Score -2.226997e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -22269974.000000 Penalty: 5983.110352
	Iteration 52Q: 3 clusters Score -2.226997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -22269996.000000 Penalty: 5983.110352
	Iteration 53Q: 3 clusters Score -2.227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -22269992.000000 Penalty: 5983.110352
	Iteration 54Q: 3 clusters Score -2.226999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 171342 members 
Entering Unmasked Estep 
Score: -22270004.000000 Penalty: 5983.110352
	Iteration 55Q: 3 clusters Score -2.227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 171346 members 
Entering Unmasked Estep 
Score: -22270006.000000 Penalty: 5983.110352
	Iteration 56Q: 3 clusters Score -2.227001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -22270004.000000 Penalty: 5983.110352
	Iteration 57Q: 3 clusters Score -2.227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -22270004.000000 Penalty: 5983.110352
	Iteration 58F: 3 clusters Score -2.227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Entering Unmasked Estep 
Score: -28640310.000000 Penalty: 3055.051025
	Iteration 0F: 2 clusters Score -2.864031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -28499488.000000 Penalty: 6110.102051
	Iteration 0F: 3 clusters Score -2.849949e+07 nChanged 107970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -28563252.000000 Penalty: 6110.102051
	Iteration 1F: 3 clusters Score -2.856325e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -28564446.000000 Penalty: 6110.102051
	Iteration 2Q: 3 clusters Score -2.856445e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -28566066.000000 Penalty: 6110.102051
	Iteration 3Q: 3 clusters Score -2.856607e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -28568522.000000 Penalty: 6110.102051
	Iteration 4Q: 3 clusters Score -2.856852e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105418 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -28572476.000000 Penalty: 6110.102051
	Iteration 5Q: 3 clusters Score -2.857248e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -28579432.000000 Penalty: 6110.102051
	Iteration 6Q: 3 clusters Score -2.857943e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -28590556.000000 Penalty: 6110.102051
	Iteration 7F: 3 clusters Score -2.859056e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95397 members 
Mstep: Class 2 contains 128458 members 
Entering Unmasked Estep 
Score: -28604044.000000 Penalty: 6110.102051
	Iteration 8F: 3 clusters Score -2.860404e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -28614218.000000 Penalty: 6110.102051
	Iteration 9F: 3 clusters Score -2.861422e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 130391 members 
Entering Unmasked Estep 
Score: -28618478.000000 Penalty: 6110.102051
	Iteration 10Q: 3 clusters Score -2.861848e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -28620890.000000 Penalty: 6110.102051
	Iteration 11Q: 3 clusters Score -2.862089e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -28622638.000000 Penalty: 6110.102051
	Iteration 12Q: 3 clusters Score -2.862264e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -28623976.000000 Penalty: 6110.102051
	Iteration 13Q: 3 clusters Score -2.862398e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -28625526.000000 Penalty: 6110.102051
	Iteration 14Q: 3 clusters Score -2.862553e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 128231 members 
Entering Unmasked Estep 
Score: -28626932.000000 Penalty: 6110.102051
	Iteration 15Q: 3 clusters Score -2.862693e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -28628448.000000 Penalty: 6110.102051
	Iteration 16Q: 3 clusters Score -2.862845e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -28629864.000000 Penalty: 6110.102051
	Iteration 17Q: 3 clusters Score -2.862986e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -28631338.000000 Penalty: 6110.102051
	Iteration 18Q: 3 clusters Score -2.863134e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 121732 members 
Entering Unmasked Estep 
Score: -28632760.000000 Penalty: 6110.102051
	Iteration 19Q: 3 clusters Score -2.863276e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -28633758.000000 Penalty: 6110.102051
	Iteration 20F: 3 clusters Score -2.863376e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 118688 members 
Entering Unmasked Estep 
Score: -28634336.000000 Penalty: 6110.102051
	Iteration 21Q: 3 clusters Score -2.863434e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -28634768.000000 Penalty: 6110.102051
	Iteration 22Q: 3 clusters Score -2.863477e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -28635054.000000 Penalty: 6110.102051
	Iteration 23Q: 3 clusters Score -2.863505e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108818 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -28635378.000000 Penalty: 6110.102051
	Iteration 24Q: 3 clusters Score -2.863538e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -28635522.000000 Penalty: 6110.102051
	Iteration 25Q: 3 clusters Score -2.863552e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -28635554.000000 Penalty: 6110.102051
	Iteration 26Q: 3 clusters Score -2.863555e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -28635686.000000 Penalty: 6110.102051
	Iteration 27Q: 3 clusters Score -2.863569e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -28635796.000000 Penalty: 6110.102051
	Iteration 28Q: 3 clusters Score -2.86358e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113952 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -28635952.000000 Penalty: 6110.102051
	Iteration 29Q: 3 clusters Score -2.863595e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114971 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -28636114.000000 Penalty: 6110.102051
	Iteration 30Q: 3 clusters Score -2.863611e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116024 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -28636232.000000 Penalty: 6110.102051
	Iteration 31Q: 3 clusters Score -2.863623e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -28636340.000000 Penalty: 6110.102051
	Iteration 32Q: 3 clusters Score -2.863634e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118061 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -28636392.000000 Penalty: 6110.102051
	Iteration 33Q: 3 clusters Score -2.863639e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -28636544.000000 Penalty: 6110.102051
	Iteration 34Q: 3 clusters Score -2.863654e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119922 members 
Mstep: Class 2 contains 103933 members 
Entering Unmasked Estep 
Score: -28636576.000000 Penalty: 6110.102051
	Iteration 35Q: 3 clusters Score -2.863658e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -28636578.000000 Penalty: 6110.102051
	Iteration 36Q: 3 clusters Score -2.863658e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121825 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -28636708.000000 Penalty: 6110.102051
	Iteration 37Q: 3 clusters Score -2.863671e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122772 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -28636774.000000 Penalty: 6110.102051
	Iteration 38Q: 3 clusters Score -2.863677e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -28636862.000000 Penalty: 6110.102051
	Iteration 39Q: 3 clusters Score -2.863686e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -28636914.000000 Penalty: 6110.102051
	Iteration 40F: 3 clusters Score -2.863691e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125670 members 
Mstep: Class 2 contains 98185 members 
Entering Unmasked Estep 
Score: -28637048.000000 Penalty: 6110.102051
	Iteration 41Q: 3 clusters Score -2.863705e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -28637162.000000 Penalty: 6110.102051
	Iteration 42Q: 3 clusters Score -2.863716e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -28637210.000000 Penalty: 6110.102051
	Iteration 43Q: 3 clusters Score -2.863721e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128553 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -28637314.000000 Penalty: 6110.102051
	Iteration 44Q: 3 clusters Score -2.863731e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129483 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -28637554.000000 Penalty: 6110.102051
	Iteration 45Q: 3 clusters Score -2.863755e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -28637654.000000 Penalty: 6110.102051
	Iteration 46Q: 3 clusters Score -2.863765e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131466 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -28637766.000000 Penalty: 6110.102051
	Iteration 47Q: 3 clusters Score -2.863777e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132556 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -28637810.000000 Penalty: 6110.102051
	Iteration 48Q: 3 clusters Score -2.863781e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133599 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -28637868.000000 Penalty: 6110.102051
	Iteration 49Q: 3 clusters Score -2.863787e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134714 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -28637930.000000 Penalty: 6110.102051
	Iteration 50Q: 3 clusters Score -2.863793e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 88038 members 
Entering Unmasked Estep 
Score: -28638074.000000 Penalty: 6110.102051
	Iteration 51Q: 3 clusters Score -2.863807e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -28638246.000000 Penalty: 6110.102051
	Iteration 52Q: 3 clusters Score -2.863825e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138141 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -28638382.000000 Penalty: 6110.102051
	Iteration 53Q: 3 clusters Score -2.863838e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139347 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -28638528.000000 Penalty: 6110.102051
	Iteration 54Q: 3 clusters Score -2.863853e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -28638650.000000 Penalty: 6110.102051
	Iteration 55Q: 3 clusters Score -2.863865e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -28638776.000000 Penalty: 6110.102051
	Iteration 56Q: 3 clusters Score -2.863878e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -28638876.000000 Penalty: 6110.102051
	Iteration 57Q: 3 clusters Score -2.863888e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143716 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -28639108.000000 Penalty: 6110.102051
	Iteration 58Q: 3 clusters Score -2.863911e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -28639142.000000 Penalty: 6110.102051
	Iteration 59Q: 3 clusters Score -2.863914e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -28639258.000000 Penalty: 6110.102051
	Iteration 60F: 3 clusters Score -2.863926e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -28639460.000000 Penalty: 6110.102051
	Iteration 61Q: 3 clusters Score -2.863946e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -28639562.000000 Penalty: 6110.102051
	Iteration 62Q: 3 clusters Score -2.863956e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148983 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -28639698.000000 Penalty: 6110.102051
	Iteration 63Q: 3 clusters Score -2.86397e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150180 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -28639992.000000 Penalty: 6110.102051
	Iteration 64Q: 3 clusters Score -2.863999e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -28640152.000000 Penalty: 6110.102051
	Iteration 65Q: 3 clusters Score -2.864015e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -28640318.000000 Penalty: 6110.102051
	Iteration 66Q: 3 clusters Score -2.864032e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153669 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -28640398.000000 Penalty: 6110.102051
	Iteration 67Q: 3 clusters Score -2.86404e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -28640460.000000 Penalty: 6110.102051
	Iteration 68Q: 3 clusters Score -2.864046e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -28640430.000000 Penalty: 6110.102051
	Iteration 69Q: 3 clusters Score -2.864043e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -28640742.000000 Penalty: 6110.102051
	Iteration 70Q: 3 clusters Score -2.864074e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -28640862.000000 Penalty: 6110.102051
	Iteration 71Q: 3 clusters Score -2.864086e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159334 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -28640974.000000 Penalty: 6110.102051
	Iteration 72Q: 3 clusters Score -2.864097e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160476 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -28641068.000000 Penalty: 6110.102051
	Iteration 73Q: 3 clusters Score -2.864107e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161534 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -28641146.000000 Penalty: 6110.102051
	Iteration 74Q: 3 clusters Score -2.864115e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162554 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -28641158.000000 Penalty: 6110.102051
	Iteration 75Q: 3 clusters Score -2.864116e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163521 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -28641194.000000 Penalty: 6110.102051
	Iteration 76Q: 3 clusters Score -2.864119e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164480 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -28641372.000000 Penalty: 6110.102051
	Iteration 77Q: 3 clusters Score -2.864137e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165447 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -28641462.000000 Penalty: 6110.102051
	Iteration 78Q: 3 clusters Score -2.864146e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -28641706.000000 Penalty: 6110.102051
	Iteration 79Q: 3 clusters Score -2.864171e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167140 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -28641724.000000 Penalty: 6110.102051
	Iteration 80F: 3 clusters Score -2.864172e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -28641834.000000 Penalty: 6110.102051
	Iteration 81Q: 3 clusters Score -2.864183e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -28641946.000000 Penalty: 6110.102051
	Iteration 82Q: 3 clusters Score -2.864195e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -28642032.000000 Penalty: 6110.102051
	Iteration 83Q: 3 clusters Score -2.864203e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -28642096.000000 Penalty: 6110.102051
	Iteration 84Q: 3 clusters Score -2.86421e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -28642126.000000 Penalty: 6110.102051
	Iteration 85Q: 3 clusters Score -2.864213e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -28642228.000000 Penalty: 6110.102051
	Iteration 86Q: 3 clusters Score -2.864223e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -28642272.000000 Penalty: 6110.102051
	Iteration 87Q: 3 clusters Score -2.864227e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172471 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -28642360.000000 Penalty: 6110.102051
	Iteration 88Q: 3 clusters Score -2.864236e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -28642360.000000 Penalty: 6110.102051
	Iteration 89Q: 3 clusters Score -2.864236e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173464 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -28642300.000000 Penalty: 6110.102051
	Iteration 90Q: 3 clusters Score -2.86423e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -28642336.000000 Penalty: 6110.102051
	Iteration 91Q: 3 clusters Score -2.864234e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -28642364.000000 Penalty: 6110.102051
	Iteration 92Q: 3 clusters Score -2.864236e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -28642344.000000 Penalty: 6110.102051
	Iteration 93Q: 3 clusters Score -2.864234e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175417 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -28642336.000000 Penalty: 6110.102051
	Iteration 94Q: 3 clusters Score -2.864234e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175843 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -28642446.000000 Penalty: 6110.102051
	Iteration 95Q: 3 clusters Score -2.864245e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -28642460.000000 Penalty: 6110.102051
	Iteration 96Q: 3 clusters Score -2.864246e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -28642436.000000 Penalty: 6110.102051
	Iteration 97Q: 3 clusters Score -2.864244e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177155 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -28642452.000000 Penalty: 6110.102051
	Iteration 98Q: 3 clusters Score -2.864245e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177638 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -28642496.000000 Penalty: 6110.102051
	Iteration 99Q: 3 clusters Score -2.86425e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178101 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -28642482.000000 Penalty: 6110.102051
	Iteration 100F: 3 clusters Score -2.864248e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178568 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -28642482.000000 Penalty: 6110.102051
	Iteration 101Q: 3 clusters Score -2.864248e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179062 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -28642492.000000 Penalty: 6110.102051
	Iteration 102Q: 3 clusters Score -2.864249e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179571 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -28642524.000000 Penalty: 6110.102051
	Iteration 103Q: 3 clusters Score -2.864252e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180052 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -28642554.000000 Penalty: 6110.102051
	Iteration 104Q: 3 clusters Score -2.864255e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -28642540.000000 Penalty: 6110.102051
	Iteration 105Q: 3 clusters Score -2.864254e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181056 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -28642520.000000 Penalty: 6110.102051
	Iteration 106Q: 3 clusters Score -2.864252e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -28642544.000000 Penalty: 6110.102051
	Iteration 107Q: 3 clusters Score -2.864254e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182094 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -28642514.000000 Penalty: 6110.102051
	Iteration 108Q: 3 clusters Score -2.864251e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -28642606.000000 Penalty: 6110.102051
	Iteration 109Q: 3 clusters Score -2.864261e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183121 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -28642660.000000 Penalty: 6110.102051
	Iteration 110Q: 3 clusters Score -2.864266e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183610 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -28642694.000000 Penalty: 6110.102051
	Iteration 111Q: 3 clusters Score -2.864269e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184098 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -28642684.000000 Penalty: 6110.102051
	Iteration 112Q: 3 clusters Score -2.864268e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184585 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -28642714.000000 Penalty: 6110.102051
	Iteration 113Q: 3 clusters Score -2.864271e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -28642738.000000 Penalty: 6110.102051
	Iteration 114Q: 3 clusters Score -2.864274e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185578 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -28642722.000000 Penalty: 6110.102051
	Iteration 115Q: 3 clusters Score -2.864272e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186045 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -28642670.000000 Penalty: 6110.102051
	Iteration 116Q: 3 clusters Score -2.864267e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186514 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -28642650.000000 Penalty: 6110.102051
	Iteration 117Q: 3 clusters Score -2.864265e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186970 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -28642566.000000 Penalty: 6110.102051
	Iteration 118Q: 3 clusters Score -2.864257e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187437 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -28642622.000000 Penalty: 6110.102051
	Iteration 119Q: 3 clusters Score -2.864262e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -28642604.000000 Penalty: 6110.102051
	Iteration 120F: 3 clusters Score -2.86426e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188402 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -28642488.000000 Penalty: 6110.102051
	Iteration 121Q: 3 clusters Score -2.864249e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188905 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -28642448.000000 Penalty: 6110.102051
	Iteration 122Q: 3 clusters Score -2.864245e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189414 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -28642482.000000 Penalty: 6110.102051
	Iteration 123Q: 3 clusters Score -2.864248e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189907 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -28642452.000000 Penalty: 6110.102051
	Iteration 124Q: 3 clusters Score -2.864245e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190419 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -28642364.000000 Penalty: 6110.102051
	Iteration 125Q: 3 clusters Score -2.864236e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190927 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -28642358.000000 Penalty: 6110.102051
	Iteration 126Q: 3 clusters Score -2.864236e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191448 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -28642424.000000 Penalty: 6110.102051
	Iteration 127Q: 3 clusters Score -2.864242e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191924 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -28642386.000000 Penalty: 6110.102051
	Iteration 128Q: 3 clusters Score -2.864239e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192378 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -28642432.000000 Penalty: 6110.102051
	Iteration 129Q: 3 clusters Score -2.864243e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192811 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -28642370.000000 Penalty: 6110.102051
	Iteration 130Q: 3 clusters Score -2.864237e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193206 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -28642344.000000 Penalty: 6110.102051
	Iteration 131Q: 3 clusters Score -2.864234e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -28642322.000000 Penalty: 6110.102051
	Iteration 132Q: 3 clusters Score -2.864232e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193998 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -28642290.000000 Penalty: 6110.102051
	Iteration 133Q: 3 clusters Score -2.864229e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194361 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -28642254.000000 Penalty: 6110.102051
	Iteration 134Q: 3 clusters Score -2.864225e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194712 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -28642244.000000 Penalty: 6110.102051
	Iteration 135Q: 3 clusters Score -2.864224e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195033 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -28642252.000000 Penalty: 6110.102051
	Iteration 136Q: 3 clusters Score -2.864225e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195341 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -28642288.000000 Penalty: 6110.102051
	Iteration 137Q: 3 clusters Score -2.864229e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195663 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -28642288.000000 Penalty: 6110.102051
	Iteration 138Q: 3 clusters Score -2.864229e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195983 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -28642316.000000 Penalty: 6110.102051
	Iteration 139Q: 3 clusters Score -2.864232e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196276 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -28642262.000000 Penalty: 6110.102051
	Iteration 140F: 3 clusters Score -2.864226e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196561 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -28642290.000000 Penalty: 6110.102051
	Iteration 141Q: 3 clusters Score -2.864229e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -28642226.000000 Penalty: 6110.102051
	Iteration 142Q: 3 clusters Score -2.864223e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197119 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -28642190.000000 Penalty: 6110.102051
	Iteration 143Q: 3 clusters Score -2.864219e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197419 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -28642120.000000 Penalty: 6110.102051
	Iteration 144Q: 3 clusters Score -2.864212e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197721 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -28642092.000000 Penalty: 6110.102051
	Iteration 145Q: 3 clusters Score -2.864209e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198021 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -28642066.000000 Penalty: 6110.102051
	Iteration 146Q: 3 clusters Score -2.864207e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198328 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -28642082.000000 Penalty: 6110.102051
	Iteration 147Q: 3 clusters Score -2.864208e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198624 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -28641956.000000 Penalty: 6110.102051
	Iteration 148Q: 3 clusters Score -2.864196e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198910 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -28641948.000000 Penalty: 6110.102051
	Iteration 149Q: 3 clusters Score -2.864195e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199193 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -28641990.000000 Penalty: 6110.102051
	Iteration 150Q: 3 clusters Score -2.864199e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199455 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -28641924.000000 Penalty: 6110.102051
	Iteration 151Q: 3 clusters Score -2.864192e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199729 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -28641878.000000 Penalty: 6110.102051
	Iteration 152Q: 3 clusters Score -2.864188e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199972 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -28641898.000000 Penalty: 6110.102051
	Iteration 153Q: 3 clusters Score -2.86419e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200206 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -28641862.000000 Penalty: 6110.102051
	Iteration 154Q: 3 clusters Score -2.864186e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200459 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -28641830.000000 Penalty: 6110.102051
	Iteration 155Q: 3 clusters Score -2.864183e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200670 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -28641794.000000 Penalty: 6110.102051
	Iteration 156Q: 3 clusters Score -2.864179e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200905 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -28641730.000000 Penalty: 6110.102051
	Iteration 157Q: 3 clusters Score -2.864173e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201122 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -28641736.000000 Penalty: 6110.102051
	Iteration 158Q: 3 clusters Score -2.864174e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201308 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -28641732.000000 Penalty: 6110.102051
	Iteration 159Q: 3 clusters Score -2.864173e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201494 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -28641716.000000 Penalty: 6110.102051
	Iteration 160F: 3 clusters Score -2.864172e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201667 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -28641732.000000 Penalty: 6110.102051
	Iteration 161Q: 3 clusters Score -2.864173e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201854 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -28641664.000000 Penalty: 6110.102051
	Iteration 162Q: 3 clusters Score -2.864166e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202033 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -28641568.000000 Penalty: 6110.102051
	Iteration 163Q: 3 clusters Score -2.864157e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202228 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -28641530.000000 Penalty: 6110.102051
	Iteration 164Q: 3 clusters Score -2.864153e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202425 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -28641464.000000 Penalty: 6110.102051
	Iteration 165Q: 3 clusters Score -2.864146e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202619 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -28641458.000000 Penalty: 6110.102051
	Iteration 166Q: 3 clusters Score -2.864146e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202833 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -28641398.000000 Penalty: 6110.102051
	Iteration 167Q: 3 clusters Score -2.86414e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203032 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -28641330.000000 Penalty: 6110.102051
	Iteration 168Q: 3 clusters Score -2.864133e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203227 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -28641306.000000 Penalty: 6110.102051
	Iteration 169Q: 3 clusters Score -2.864131e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203422 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -28641250.000000 Penalty: 6110.102051
	Iteration 170Q: 3 clusters Score -2.864125e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203615 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -28641212.000000 Penalty: 6110.102051
	Iteration 171Q: 3 clusters Score -2.864121e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203801 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -28641174.000000 Penalty: 6110.102051
	Iteration 172Q: 3 clusters Score -2.864117e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203978 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -28641210.000000 Penalty: 6110.102051
	Iteration 173Q: 3 clusters Score -2.864121e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204188 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -28641214.000000 Penalty: 6110.102051
	Iteration 174Q: 3 clusters Score -2.864121e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204390 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -28641166.000000 Penalty: 6110.102051
	Iteration 175Q: 3 clusters Score -2.864117e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204606 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -28641152.000000 Penalty: 6110.102051
	Iteration 176Q: 3 clusters Score -2.864115e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204803 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -28641052.000000 Penalty: 6110.102051
	Iteration 177Q: 3 clusters Score -2.864105e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205006 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -28641008.000000 Penalty: 6110.102051
	Iteration 178Q: 3 clusters Score -2.864101e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205217 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -28640978.000000 Penalty: 6110.102051
	Iteration 179Q: 3 clusters Score -2.864098e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205412 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -28640956.000000 Penalty: 6110.102051
	Iteration 180F: 3 clusters Score -2.864096e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205594 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -28640954.000000 Penalty: 6110.102051
	Iteration 181Q: 3 clusters Score -2.864095e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205749 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -28640886.000000 Penalty: 6110.102051
	Iteration 182Q: 3 clusters Score -2.864089e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205893 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -28640852.000000 Penalty: 6110.102051
	Iteration 183Q: 3 clusters Score -2.864085e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206034 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -28640868.000000 Penalty: 6110.102051
	Iteration 184Q: 3 clusters Score -2.864087e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206164 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -28640792.000000 Penalty: 6110.102051
	Iteration 185Q: 3 clusters Score -2.864079e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -28640802.000000 Penalty: 6110.102051
	Iteration 186Q: 3 clusters Score -2.86408e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206393 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -28640768.000000 Penalty: 6110.102051
	Iteration 187Q: 3 clusters Score -2.864077e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206501 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -28640786.000000 Penalty: 6110.102051
	Iteration 188Q: 3 clusters Score -2.864079e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206616 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -28640756.000000 Penalty: 6110.102051
	Iteration 189Q: 3 clusters Score -2.864076e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206716 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -28640760.000000 Penalty: 6110.102051
	Iteration 190Q: 3 clusters Score -2.864076e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206817 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -28640746.000000 Penalty: 6110.102051
	Iteration 191Q: 3 clusters Score -2.864075e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206904 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -28640690.000000 Penalty: 6110.102051
	Iteration 192Q: 3 clusters Score -2.864069e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206992 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -28640684.000000 Penalty: 6110.102051
	Iteration 193Q: 3 clusters Score -2.864068e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207084 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -28640628.000000 Penalty: 6110.102051
	Iteration 194Q: 3 clusters Score -2.864063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207175 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -28640656.000000 Penalty: 6110.102051
	Iteration 195Q: 3 clusters Score -2.864066e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207269 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -28640634.000000 Penalty: 6110.102051
	Iteration 196Q: 3 clusters Score -2.864063e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207352 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -28640612.000000 Penalty: 6110.102051
	Iteration 197Q: 3 clusters Score -2.864061e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207425 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -28640590.000000 Penalty: 6110.102051
	Iteration 198Q: 3 clusters Score -2.864059e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207502 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -28640596.000000 Penalty: 6110.102051
	Iteration 199Q: 3 clusters Score -2.86406e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207590 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -28640598.000000 Penalty: 6110.102051
	Iteration 200F: 3 clusters Score -2.86406e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207683 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -28640530.000000 Penalty: 6110.102051
	Iteration 201Q: 3 clusters Score -2.864053e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207755 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -28640562.000000 Penalty: 6110.102051
	Iteration 202Q: 3 clusters Score -2.864056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207833 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -28640552.000000 Penalty: 6110.102051
	Iteration 203Q: 3 clusters Score -2.864055e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207918 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -28640512.000000 Penalty: 6110.102051
	Iteration 204Q: 3 clusters Score -2.864051e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208001 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -28640486.000000 Penalty: 6110.102051
	Iteration 205Q: 3 clusters Score -2.864049e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208081 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -28640484.000000 Penalty: 6110.102051
	Iteration 206Q: 3 clusters Score -2.864048e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208157 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -28640448.000000 Penalty: 6110.102051
	Iteration 207Q: 3 clusters Score -2.864045e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208216 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -28640440.000000 Penalty: 6110.102051
	Iteration 208Q: 3 clusters Score -2.864044e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208272 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -28640420.000000 Penalty: 6110.102051
	Iteration 209Q: 3 clusters Score -2.864042e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208348 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -28640358.000000 Penalty: 6110.102051
	Iteration 210Q: 3 clusters Score -2.864036e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208416 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -28640360.000000 Penalty: 6110.102051
	Iteration 211Q: 3 clusters Score -2.864036e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208490 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -28640356.000000 Penalty: 6110.102051
	Iteration 212Q: 3 clusters Score -2.864036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208559 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -28640338.000000 Penalty: 6110.102051
	Iteration 213Q: 3 clusters Score -2.864034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208613 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -28640336.000000 Penalty: 6110.102051
	Iteration 214Q: 3 clusters Score -2.864034e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208667 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -28640332.000000 Penalty: 6110.102051
	Iteration 215Q: 3 clusters Score -2.864033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208709 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -28640306.000000 Penalty: 6110.102051
	Iteration 216Q: 3 clusters Score -2.864031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208741 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -28640314.000000 Penalty: 6110.102051
	Iteration 217Q: 3 clusters Score -2.864031e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208776 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -28640292.000000 Penalty: 6110.102051
	Iteration 218Q: 3 clusters Score -2.864029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -28640290.000000 Penalty: 6110.102051
	Iteration 219Q: 3 clusters Score -2.864029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208832 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -28640282.000000 Penalty: 6110.102051
	Iteration 220F: 3 clusters Score -2.864028e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208860 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -28640270.000000 Penalty: 6110.102051
	Iteration 221Q: 3 clusters Score -2.864027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208897 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -28640224.000000 Penalty: 6110.102051
	Iteration 222Q: 3 clusters Score -2.864022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208937 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -28640206.000000 Penalty: 6110.102051
	Iteration 223Q: 3 clusters Score -2.864021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208979 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -28640206.000000 Penalty: 6110.102051
	Iteration 224Q: 3 clusters Score -2.864021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209017 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -28640234.000000 Penalty: 6110.102051
	Iteration 225Q: 3 clusters Score -2.864023e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209050 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -28640200.000000 Penalty: 6110.102051
	Iteration 226Q: 3 clusters Score -2.86402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209082 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -28640196.000000 Penalty: 6110.102051
	Iteration 227Q: 3 clusters Score -2.86402e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209109 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -28640202.000000 Penalty: 6110.102051
	Iteration 228Q: 3 clusters Score -2.86402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209140 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -28640180.000000 Penalty: 6110.102051
	Iteration 229Q: 3 clusters Score -2.864018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209177 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -28640174.000000 Penalty: 6110.102051
	Iteration 230Q: 3 clusters Score -2.864017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209210 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -28640138.000000 Penalty: 6110.102051
	Iteration 231Q: 3 clusters Score -2.864014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209246 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -28640158.000000 Penalty: 6110.102051
	Iteration 232Q: 3 clusters Score -2.864016e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209293 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -28640170.000000 Penalty: 6110.102051
	Iteration 233Q: 3 clusters Score -2.864017e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209344 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -28640164.000000 Penalty: 6110.102051
	Iteration 234Q: 3 clusters Score -2.864016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209397 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -28640156.000000 Penalty: 6110.102051
	Iteration 235Q: 3 clusters Score -2.864016e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209460 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -28640124.000000 Penalty: 6110.102051
	Iteration 236Q: 3 clusters Score -2.864012e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209531 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -28640130.000000 Penalty: 6110.102051
	Iteration 237Q: 3 clusters Score -2.864013e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209599 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -28640086.000000 Penalty: 6110.102051
	Iteration 238Q: 3 clusters Score -2.864009e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209664 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -28640036.000000 Penalty: 6110.102051
	Iteration 239Q: 3 clusters Score -2.864004e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209731 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -28640090.000000 Penalty: 6110.102051
	Iteration 240F: 3 clusters Score -2.864009e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209803 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -28640076.000000 Penalty: 6110.102051
	Iteration 241Q: 3 clusters Score -2.864008e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209885 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -28640004.000000 Penalty: 6110.102051
	Iteration 242Q: 3 clusters Score -2.864e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209963 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -28639978.000000 Penalty: 6110.102051
	Iteration 243Q: 3 clusters Score -2.863998e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210049 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -28639974.000000 Penalty: 6110.102051
	Iteration 244Q: 3 clusters Score -2.863997e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210162 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -28639960.000000 Penalty: 6110.102051
	Iteration 245Q: 3 clusters Score -2.863996e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210268 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -28639914.000000 Penalty: 6110.102051
	Iteration 246Q: 3 clusters Score -2.863991e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210372 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -28639894.000000 Penalty: 6110.102051
	Iteration 247Q: 3 clusters Score -2.863989e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210463 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -28639878.000000 Penalty: 6110.102051
	Iteration 248Q: 3 clusters Score -2.863988e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210572 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -28639860.000000 Penalty: 6110.102051
	Iteration 249Q: 3 clusters Score -2.863986e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210690 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -28639858.000000 Penalty: 6110.102051
	Iteration 250Q: 3 clusters Score -2.863986e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210804 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -28639842.000000 Penalty: 6110.102051
	Iteration 251Q: 3 clusters Score -2.863984e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210917 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -28639802.000000 Penalty: 6110.102051
	Iteration 252Q: 3 clusters Score -2.86398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211019 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -28639772.000000 Penalty: 6110.102051
	Iteration 253Q: 3 clusters Score -2.863977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211102 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -28639768.000000 Penalty: 6110.102051
	Iteration 254Q: 3 clusters Score -2.863977e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211178 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -28639792.000000 Penalty: 6110.102051
	Iteration 255Q: 3 clusters Score -2.863979e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211257 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -28639772.000000 Penalty: 6110.102051
	Iteration 256Q: 3 clusters Score -2.863977e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211350 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -28639714.000000 Penalty: 6110.102051
	Iteration 257Q: 3 clusters Score -2.863971e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211457 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -28639672.000000 Penalty: 6110.102051
	Iteration 258Q: 3 clusters Score -2.863967e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211560 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -28639644.000000 Penalty: 6110.102051
	Iteration 259Q: 3 clusters Score -2.863964e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211658 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -28639588.000000 Penalty: 6110.102051
	Iteration 260F: 3 clusters Score -2.863959e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211746 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -28639598.000000 Penalty: 6110.102051
	Iteration 261Q: 3 clusters Score -2.86396e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211836 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -28639572.000000 Penalty: 6110.102051
	Iteration 262Q: 3 clusters Score -2.863957e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211918 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -28639524.000000 Penalty: 6110.102051
	Iteration 263Q: 3 clusters Score -2.863952e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212001 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -28639508.000000 Penalty: 6110.102051
	Iteration 264Q: 3 clusters Score -2.863951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -28639506.000000 Penalty: 6110.102051
	Iteration 265Q: 3 clusters Score -2.863951e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212186 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -28639510.000000 Penalty: 6110.102051
	Iteration 266Q: 3 clusters Score -2.863951e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212278 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -28639460.000000 Penalty: 6110.102051
	Iteration 267Q: 3 clusters Score -2.863946e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212378 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -28639408.000000 Penalty: 6110.102051
	Iteration 268Q: 3 clusters Score -2.863941e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212467 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -28639380.000000 Penalty: 6110.102051
	Iteration 269Q: 3 clusters Score -2.863938e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212558 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -28639334.000000 Penalty: 6110.102051
	Iteration 270Q: 3 clusters Score -2.863933e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212652 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -28639298.000000 Penalty: 6110.102051
	Iteration 271Q: 3 clusters Score -2.86393e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212753 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -28639312.000000 Penalty: 6110.102051
	Iteration 272Q: 3 clusters Score -2.863931e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212871 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -28639308.000000 Penalty: 6110.102051
	Iteration 273Q: 3 clusters Score -2.863931e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212978 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -28639298.000000 Penalty: 6110.102051
	Iteration 274Q: 3 clusters Score -2.86393e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213093 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -28639296.000000 Penalty: 6110.102051
	Iteration 275Q: 3 clusters Score -2.86393e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213182 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -28639290.000000 Penalty: 6110.102051
	Iteration 276Q: 3 clusters Score -2.863929e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213276 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -28639284.000000 Penalty: 6110.102051
	Iteration 277Q: 3 clusters Score -2.863928e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213385 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -28639226.000000 Penalty: 6110.102051
	Iteration 278Q: 3 clusters Score -2.863923e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213495 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -28639230.000000 Penalty: 6110.102051
	Iteration 279Q: 3 clusters Score -2.863923e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213612 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -28639200.000000 Penalty: 6110.102051
	Iteration 280F: 3 clusters Score -2.86392e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213714 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -28639216.000000 Penalty: 6110.102051
	Iteration 281Q: 3 clusters Score -2.863922e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213817 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -28639194.000000 Penalty: 6110.102051
	Iteration 282Q: 3 clusters Score -2.863919e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213901 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -28639154.000000 Penalty: 6110.102051
	Iteration 283Q: 3 clusters Score -2.863915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213981 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -28639154.000000 Penalty: 6110.102051
	Iteration 284Q: 3 clusters Score -2.863915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214061 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -28639102.000000 Penalty: 6110.102051
	Iteration 285Q: 3 clusters Score -2.86391e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214147 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -28639058.000000 Penalty: 6110.102051
	Iteration 286Q: 3 clusters Score -2.863906e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214238 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -28639032.000000 Penalty: 6110.102051
	Iteration 287Q: 3 clusters Score -2.863903e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214335 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -28638970.000000 Penalty: 6110.102051
	Iteration 288Q: 3 clusters Score -2.863897e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214433 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -28638976.000000 Penalty: 6110.102051
	Iteration 289Q: 3 clusters Score -2.863898e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214537 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -28638934.000000 Penalty: 6110.102051
	Iteration 290Q: 3 clusters Score -2.863893e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214643 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -28638926.000000 Penalty: 6110.102051
	Iteration 291Q: 3 clusters Score -2.863893e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214769 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -28638948.000000 Penalty: 6110.102051
	Iteration 292Q: 3 clusters Score -2.863895e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214882 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -28638856.000000 Penalty: 6110.102051
	Iteration 293Q: 3 clusters Score -2.863886e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214985 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -28638834.000000 Penalty: 6110.102051
	Iteration 294Q: 3 clusters Score -2.863883e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215085 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -28638822.000000 Penalty: 6110.102051
	Iteration 295Q: 3 clusters Score -2.863882e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215191 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -28638828.000000 Penalty: 6110.102051
	Iteration 296Q: 3 clusters Score -2.863883e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215303 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -28638820.000000 Penalty: 6110.102051
	Iteration 297Q: 3 clusters Score -2.863882e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215420 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -28638832.000000 Penalty: 6110.102051
	Iteration 298Q: 3 clusters Score -2.863883e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215544 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -28638822.000000 Penalty: 6110.102051
	Iteration 299Q: 3 clusters Score -2.863882e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215664 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -28638870.000000 Penalty: 6110.102051
	Iteration 300F: 3 clusters Score -2.863887e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215791 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -28638822.000000 Penalty: 6110.102051
	Iteration 301Q: 3 clusters Score -2.863882e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215925 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -28638792.000000 Penalty: 6110.102051
	Iteration 302Q: 3 clusters Score -2.863879e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216044 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -28638766.000000 Penalty: 6110.102051
	Iteration 303Q: 3 clusters Score -2.863877e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216157 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -28638720.000000 Penalty: 6110.102051
	Iteration 304Q: 3 clusters Score -2.863872e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216275 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -28638710.000000 Penalty: 6110.102051
	Iteration 305Q: 3 clusters Score -2.863871e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216399 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -28638722.000000 Penalty: 6110.102051
	Iteration 306Q: 3 clusters Score -2.863872e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216524 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -28638684.000000 Penalty: 6110.102051
	Iteration 307Q: 3 clusters Score -2.863868e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216658 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -28638656.000000 Penalty: 6110.102051
	Iteration 308Q: 3 clusters Score -2.863866e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216795 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -28638608.000000 Penalty: 6110.102051
	Iteration 309Q: 3 clusters Score -2.863861e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216919 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -28638612.000000 Penalty: 6110.102051
	Iteration 310Q: 3 clusters Score -2.863861e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217055 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -28638514.000000 Penalty: 6110.102051
	Iteration 311Q: 3 clusters Score -2.863851e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217189 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -28638528.000000 Penalty: 6110.102051
	Iteration 312Q: 3 clusters Score -2.863853e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217321 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -28638488.000000 Penalty: 6110.102051
	Iteration 313Q: 3 clusters Score -2.863849e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217473 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -28638456.000000 Penalty: 6110.102051
	Iteration 314Q: 3 clusters Score -2.863846e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217620 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -28638410.000000 Penalty: 6110.102051
	Iteration 315Q: 3 clusters Score -2.863841e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217768 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -28638376.000000 Penalty: 6110.102051
	Iteration 316Q: 3 clusters Score -2.863838e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217914 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -28638454.000000 Penalty: 6110.102051
	Iteration 317Q: 3 clusters Score -2.863845e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218060 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -28638378.000000 Penalty: 6110.102051
	Iteration 318Q: 3 clusters Score -2.863838e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218199 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -28638308.000000 Penalty: 6110.102051
	Iteration 319Q: 3 clusters Score -2.863831e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218340 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -28638310.000000 Penalty: 6110.102051
	Iteration 320F: 3 clusters Score -2.863831e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218485 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -28638284.000000 Penalty: 6110.102051
	Iteration 321Q: 3 clusters Score -2.863828e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218611 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -28638254.000000 Penalty: 6110.102051
	Iteration 322Q: 3 clusters Score -2.863825e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218737 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -28638248.000000 Penalty: 6110.102051
	Iteration 323Q: 3 clusters Score -2.863825e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218851 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -28638234.000000 Penalty: 6110.102051
	Iteration 324Q: 3 clusters Score -2.863823e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218975 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -28638248.000000 Penalty: 6110.102051
	Iteration 325Q: 3 clusters Score -2.863825e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219090 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -28638216.000000 Penalty: 6110.102051
	Iteration 326Q: 3 clusters Score -2.863822e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219221 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -28638186.000000 Penalty: 6110.102051
	Iteration 327Q: 3 clusters Score -2.863819e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219342 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -28638210.000000 Penalty: 6110.102051
	Iteration 328Q: 3 clusters Score -2.863821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219462 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -28638202.000000 Penalty: 6110.102051
	Iteration 329Q: 3 clusters Score -2.86382e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219592 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -28638204.000000 Penalty: 6110.102051
	Iteration 330Q: 3 clusters Score -2.86382e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219730 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -28638216.000000 Penalty: 6110.102051
	Iteration 331Q: 3 clusters Score -2.863822e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219888 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -28638224.000000 Penalty: 6110.102051
	Iteration 332Q: 3 clusters Score -2.863822e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220044 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -28638186.000000 Penalty: 6110.102051
	Iteration 333Q: 3 clusters Score -2.863819e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220200 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -28638152.000000 Penalty: 6110.102051
	Iteration 334Q: 3 clusters Score -2.863815e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220326 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -28638158.000000 Penalty: 6110.102051
	Iteration 335Q: 3 clusters Score -2.863816e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220451 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -28638108.000000 Penalty: 6110.102051
	Iteration 336Q: 3 clusters Score -2.863811e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220559 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -28638076.000000 Penalty: 6110.102051
	Iteration 337Q: 3 clusters Score -2.863808e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -28638086.000000 Penalty: 6110.102051
	Iteration 338Q: 3 clusters Score -2.863809e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -28638084.000000 Penalty: 6110.102051
	Iteration 339Q: 3 clusters Score -2.863808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220849 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -28638076.000000 Penalty: 6110.102051
	Iteration 340F: 3 clusters Score -2.863808e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220937 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -28638084.000000 Penalty: 6110.102051
	Iteration 341Q: 3 clusters Score -2.863808e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221023 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -28638090.000000 Penalty: 6110.102051
	Iteration 342Q: 3 clusters Score -2.863809e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221107 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -28638092.000000 Penalty: 6110.102051
	Iteration 343Q: 3 clusters Score -2.863809e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221174 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -28638106.000000 Penalty: 6110.102051
	Iteration 344Q: 3 clusters Score -2.863811e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221234 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -28638138.000000 Penalty: 6110.102051
	Iteration 345Q: 3 clusters Score -2.863814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221291 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -28638120.000000 Penalty: 6110.102051
	Iteration 346Q: 3 clusters Score -2.863812e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221350 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -28638124.000000 Penalty: 6110.102051
	Iteration 347Q: 3 clusters Score -2.863812e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221388 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -28638090.000000 Penalty: 6110.102051
	Iteration 348Q: 3 clusters Score -2.863809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221433 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -28638110.000000 Penalty: 6110.102051
	Iteration 349Q: 3 clusters Score -2.863811e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221483 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -28638106.000000 Penalty: 6110.102051
	Iteration 350Q: 3 clusters Score -2.863811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221542 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -28638090.000000 Penalty: 6110.102051
	Iteration 351Q: 3 clusters Score -2.863809e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221595 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -28638102.000000 Penalty: 6110.102051
	Iteration 352Q: 3 clusters Score -2.86381e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221636 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -28638110.000000 Penalty: 6110.102051
	Iteration 353Q: 3 clusters Score -2.863811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221674 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -28638126.000000 Penalty: 6110.102051
	Iteration 354Q: 3 clusters Score -2.863813e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221703 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -28638130.000000 Penalty: 6110.102051
	Iteration 355Q: 3 clusters Score -2.863813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221721 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -28638092.000000 Penalty: 6110.102051
	Iteration 356Q: 3 clusters Score -2.863809e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221741 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -28638120.000000 Penalty: 6110.102051
	Iteration 357Q: 3 clusters Score -2.863812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221759 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -28638120.000000 Penalty: 6110.102051
	Iteration 358Q: 3 clusters Score -2.863812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221788 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -28638128.000000 Penalty: 6110.102051
	Iteration 359Q: 3 clusters Score -2.863813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221806 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -28638088.000000 Penalty: 6110.102051
	Iteration 360F: 3 clusters Score -2.863809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221818 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -28638100.000000 Penalty: 6110.102051
	Iteration 361Q: 3 clusters Score -2.86381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221835 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -28638108.000000 Penalty: 6110.102051
	Iteration 362Q: 3 clusters Score -2.863811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221850 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -28638118.000000 Penalty: 6110.102051
	Iteration 363Q: 3 clusters Score -2.863812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221867 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -28638124.000000 Penalty: 6110.102051
	Iteration 364Q: 3 clusters Score -2.863812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221882 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -28638128.000000 Penalty: 6110.102051
	Iteration 365Q: 3 clusters Score -2.863813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221900 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -28638116.000000 Penalty: 6110.102051
	Iteration 366Q: 3 clusters Score -2.863812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221915 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -28638122.000000 Penalty: 6110.102051
	Iteration 367Q: 3 clusters Score -2.863812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221931 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -28638112.000000 Penalty: 6110.102051
	Iteration 368Q: 3 clusters Score -2.863811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221945 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -28638118.000000 Penalty: 6110.102051
	Iteration 369Q: 3 clusters Score -2.863812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221965 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -28638108.000000 Penalty: 6110.102051
	Iteration 370Q: 3 clusters Score -2.863811e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221986 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -28638118.000000 Penalty: 6110.102051
	Iteration 371Q: 3 clusters Score -2.863812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222007 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -28638106.000000 Penalty: 6110.102051
	Iteration 372Q: 3 clusters Score -2.863811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222032 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -28638094.000000 Penalty: 6110.102051
	Iteration 373Q: 3 clusters Score -2.863809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222060 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -28638092.000000 Penalty: 6110.102051
	Iteration 374Q: 3 clusters Score -2.863809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222096 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -28638134.000000 Penalty: 6110.102051
	Iteration 375Q: 3 clusters Score -2.863813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222133 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -28638102.000000 Penalty: 6110.102051
	Iteration 376Q: 3 clusters Score -2.86381e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222169 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -28638116.000000 Penalty: 6110.102051
	Iteration 377Q: 3 clusters Score -2.863812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222200 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -28638102.000000 Penalty: 6110.102051
	Iteration 378Q: 3 clusters Score -2.86381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222228 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -28638136.000000 Penalty: 6110.102051
	Iteration 379Q: 3 clusters Score -2.863814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222270 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -28638134.000000 Penalty: 6110.102051
	Iteration 380F: 3 clusters Score -2.863813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222292 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -28638130.000000 Penalty: 6110.102051
	Iteration 381Q: 3 clusters Score -2.863813e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222317 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -28638082.000000 Penalty: 6110.102051
	Iteration 382Q: 3 clusters Score -2.863808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222339 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -28638094.000000 Penalty: 6110.102051
	Iteration 383Q: 3 clusters Score -2.863809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222356 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -28638122.000000 Penalty: 6110.102051
	Iteration 384Q: 3 clusters Score -2.863812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222376 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -28638102.000000 Penalty: 6110.102051
	Iteration 385Q: 3 clusters Score -2.86381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222400 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -28638138.000000 Penalty: 6110.102051
	Iteration 386Q: 3 clusters Score -2.863814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222428 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -28638152.000000 Penalty: 6110.102051
	Iteration 387Q: 3 clusters Score -2.863815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222444 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -28638166.000000 Penalty: 6110.102051
	Iteration 388Q: 3 clusters Score -2.863817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222469 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -28638152.000000 Penalty: 6110.102051
	Iteration 389Q: 3 clusters Score -2.863815e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222492 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -28638170.000000 Penalty: 6110.102051
	Iteration 390Q: 3 clusters Score -2.863817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222502 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -28638160.000000 Penalty: 6110.102051
	Iteration 391Q: 3 clusters Score -2.863816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222512 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -28638152.000000 Penalty: 6110.102051
	Iteration 392Q: 3 clusters Score -2.863815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222521 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -28638150.000000 Penalty: 6110.102051
	Iteration 393Q: 3 clusters Score -2.863815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222531 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -28638154.000000 Penalty: 6110.102051
	Iteration 394Q: 3 clusters Score -2.863815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222540 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -28638146.000000 Penalty: 6110.102051
	Iteration 395Q: 3 clusters Score -2.863815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222544 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -28638150.000000 Penalty: 6110.102051
	Iteration 396Q: 3 clusters Score -2.863815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222551 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -28638150.000000 Penalty: 6110.102051
	Iteration 397Q: 3 clusters Score -2.863815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222556 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28638150.000000 Penalty: 6110.102051
	Iteration 398Q: 3 clusters Score -2.863815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222562 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -28638154.000000 Penalty: 6110.102051
	Iteration 399Q: 3 clusters Score -2.863815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222568 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -28638158.000000 Penalty: 6110.102051
	Iteration 400F: 3 clusters Score -2.863816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222573 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -28638160.000000 Penalty: 6110.102051
	Iteration 401Q: 3 clusters Score -2.863816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222578 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -28638154.000000 Penalty: 6110.102051
	Iteration 402Q: 3 clusters Score -2.863815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222583 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -28638154.000000 Penalty: 6110.102051
	Iteration 403Q: 3 clusters Score -2.863815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222587 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -28638144.000000 Penalty: 6110.102051
	Iteration 404Q: 3 clusters Score -2.863814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222588 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -28638144.000000 Penalty: 6110.102051
	Iteration 405Q: 3 clusters Score -2.863814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222590 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -28638152.000000 Penalty: 6110.102051
	Iteration 406Q: 3 clusters Score -2.863815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222590 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -28638152.000000 Penalty: 6110.102051
	Iteration 407F: 3 clusters Score -2.863815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Entering Unmasked Estep 
Score: -7769545.000000 Penalty: 2738.469971
	Iteration 0F: 2 clusters Score -7769545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -7727654.500000 Penalty: 5476.939941
	Iteration 0F: 3 clusters Score -7727654 nChanged 29113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7743851.500000 Penalty: 5476.939941
	Iteration 1F: 3 clusters Score -7743852 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -7744308.500000 Penalty: 5476.939941
	Iteration 2Q: 3 clusters Score -7744308 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -7744777.000000 Penalty: 5476.939941
	Iteration 3Q: 3 clusters Score -7744777 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -7745313.500000 Penalty: 5476.939941
	Iteration 4Q: 3 clusters Score -7745314 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -7745948.000000 Penalty: 5476.939941
	Iteration 5Q: 3 clusters Score -7745948 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -7746926.500000 Penalty: 5476.939941
	Iteration 6Q: 3 clusters Score -7746926 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7748516.000000 Penalty: 5476.939941
	Iteration 7F: 3 clusters Score -7748516 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -7751003.500000 Penalty: 5476.939941
	Iteration 8F: 3 clusters Score -7751004 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -7754699.500000 Penalty: 5476.939941
	Iteration 9F: 3 clusters Score -7754700 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -7759022.500000 Penalty: 5476.939941
	Iteration 10F: 3 clusters Score -7759022 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7762929.000000 Penalty: 5476.939941
	Iteration 11F: 3 clusters Score -7762929 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7765399.000000 Penalty: 5476.939941
	Iteration 12Q: 3 clusters Score -7765399 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7766509.500000 Penalty: 5476.939941
	Iteration 13Q: 3 clusters Score -7766510 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7766887.500000 Penalty: 5476.939941
	Iteration 14Q: 3 clusters Score -7766888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7767017.500000 Penalty: 5476.939941
	Iteration 15Q: 3 clusters Score -7767018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7767093.500000 Penalty: 5476.939941
	Iteration 16Q: 3 clusters Score -7767094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7767133.000000 Penalty: 5476.939941
	Iteration 17Q: 3 clusters Score -7767133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7767162.500000 Penalty: 5476.939941
	Iteration 18Q: 3 clusters Score -7767162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7767180.000000 Penalty: 5476.939941
	Iteration 19Q: 3 clusters Score -7767180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7767188.500000 Penalty: 5476.939941
	Iteration 20F: 3 clusters Score -7767188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7767207.500000 Penalty: 5476.939941
	Iteration 21Q: 3 clusters Score -7767208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7767214.500000 Penalty: 5476.939941
	Iteration 22Q: 3 clusters Score -7767214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7767220.500000 Penalty: 5476.939941
	Iteration 23Q: 3 clusters Score -7767220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7767220.500000 Penalty: 5476.939941
	Iteration 24F: 3 clusters Score -7767220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174339 members 
Entering Unmasked Estep 
Score: -22325926.000000 Penalty: 2993.051758
	Iteration 0F: 2 clusters Score -2.232593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -22210358.000000 Penalty: 5986.103516
	Iteration 0F: 3 clusters Score -2.221036e+07 nChanged 83550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -22258670.000000 Penalty: 5986.103516
	Iteration 1F: 3 clusters Score -2.225867e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -22259546.000000 Penalty: 5986.103516
	Iteration 2Q: 3 clusters Score -2.225955e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -22260908.000000 Penalty: 5986.103516
	Iteration 3Q: 3 clusters Score -2.226091e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -22262686.000000 Penalty: 5986.103516
	Iteration 4Q: 3 clusters Score -2.226269e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -22265090.000000 Penalty: 5986.103516
	Iteration 5Q: 3 clusters Score -2.226509e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -22268532.000000 Penalty: 5986.103516
	Iteration 6Q: 3 clusters Score -2.226853e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -22272488.000000 Penalty: 5986.103516
	Iteration 7Q: 3 clusters Score -2.227249e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -22277544.000000 Penalty: 5986.103516
	Iteration 8F: 3 clusters Score -2.227754e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -22283344.000000 Penalty: 5986.103516
	Iteration 9F: 3 clusters Score -2.228334e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -22289436.000000 Penalty: 5986.103516
	Iteration 10F: 3 clusters Score -2.228944e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106130 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -22294940.000000 Penalty: 5986.103516
	Iteration 11F: 3 clusters Score -2.229494e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -22298556.000000 Penalty: 5986.103516
	Iteration 12Q: 3 clusters Score -2.229856e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -22300456.000000 Penalty: 5986.103516
	Iteration 13Q: 3 clusters Score -2.230046e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -22300966.000000 Penalty: 5986.103516
	Iteration 14Q: 3 clusters Score -2.230097e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -22301184.000000 Penalty: 5986.103516
	Iteration 15Q: 3 clusters Score -2.230118e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -22301322.000000 Penalty: 5986.103516
	Iteration 16Q: 3 clusters Score -2.230132e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -22301430.000000 Penalty: 5986.103516
	Iteration 17Q: 3 clusters Score -2.230143e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -22301516.000000 Penalty: 5986.103516
	Iteration 18Q: 3 clusters Score -2.230152e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -22301560.000000 Penalty: 5986.103516
	Iteration 19Q: 3 clusters Score -2.230156e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -22301682.000000 Penalty: 5986.103516
	Iteration 20F: 3 clusters Score -2.230168e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -22301834.000000 Penalty: 5986.103516
	Iteration 21Q: 3 clusters Score -2.230183e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -22301852.000000 Penalty: 5986.103516
	Iteration 22Q: 3 clusters Score -2.230185e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107172 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -22301904.000000 Penalty: 5986.103516
	Iteration 23Q: 3 clusters Score -2.23019e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -22301880.000000 Penalty: 5986.103516
	Iteration 24Q: 3 clusters Score -2.230188e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -22302030.000000 Penalty: 5986.103516
	Iteration 25Q: 3 clusters Score -2.230203e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -22302150.000000 Penalty: 5986.103516
	Iteration 26Q: 3 clusters Score -2.230215e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -22302212.000000 Penalty: 5986.103516
	Iteration 27Q: 3 clusters Score -2.230221e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -22302270.000000 Penalty: 5986.103516
	Iteration 28Q: 3 clusters Score -2.230227e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105366 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -22302260.000000 Penalty: 5986.103516
	Iteration 29Q: 3 clusters Score -2.230226e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -22302298.000000 Penalty: 5986.103516
	Iteration 30Q: 3 clusters Score -2.23023e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -22302292.000000 Penalty: 5986.103516
	Iteration 31Q: 3 clusters Score -2.230229e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -22302374.000000 Penalty: 5986.103516
	Iteration 32Q: 3 clusters Score -2.230237e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -22302498.000000 Penalty: 5986.103516
	Iteration 33Q: 3 clusters Score -2.23025e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -22302650.000000 Penalty: 5986.103516
	Iteration 34Q: 3 clusters Score -2.230265e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -22302766.000000 Penalty: 5986.103516
	Iteration 35Q: 3 clusters Score -2.230277e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -22302928.000000 Penalty: 5986.103516
	Iteration 36Q: 3 clusters Score -2.230293e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100304 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -22303120.000000 Penalty: 5986.103516
	Iteration 37Q: 3 clusters Score -2.230312e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -22303180.000000 Penalty: 5986.103516
	Iteration 38Q: 3 clusters Score -2.230318e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -22303344.000000 Penalty: 5986.103516
	Iteration 39Q: 3 clusters Score -2.230334e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -22303570.000000 Penalty: 5986.103516
	Iteration 40F: 3 clusters Score -2.230357e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 78102 members 
Entering Unmasked Estep 
Score: -22303760.000000 Penalty: 5986.103516
	Iteration 41Q: 3 clusters Score -2.230376e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -22303926.000000 Penalty: 5986.103516
	Iteration 42Q: 3 clusters Score -2.230393e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -22304114.000000 Penalty: 5986.103516
	Iteration 43Q: 3 clusters Score -2.230411e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -22304370.000000 Penalty: 5986.103516
	Iteration 44Q: 3 clusters Score -2.230437e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -22304570.000000 Penalty: 5986.103516
	Iteration 45Q: 3 clusters Score -2.230457e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -22304822.000000 Penalty: 5986.103516
	Iteration 46Q: 3 clusters Score -2.230482e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88698 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -22305114.000000 Penalty: 5986.103516
	Iteration 47Q: 3 clusters Score -2.230511e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87321 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -22305270.000000 Penalty: 5986.103516
	Iteration 48Q: 3 clusters Score -2.230527e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -22305422.000000 Penalty: 5986.103516
	Iteration 49Q: 3 clusters Score -2.230542e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -22305538.000000 Penalty: 5986.103516
	Iteration 50Q: 3 clusters Score -2.230554e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82927 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -22305842.000000 Penalty: 5986.103516
	Iteration 51Q: 3 clusters Score -2.230584e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -22306144.000000 Penalty: 5986.103516
	Iteration 52Q: 3 clusters Score -2.230614e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -22306234.000000 Penalty: 5986.103516
	Iteration 53Q: 3 clusters Score -2.230623e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -22306436.000000 Penalty: 5986.103516
	Iteration 54Q: 3 clusters Score -2.230644e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -22306776.000000 Penalty: 5986.103516
	Iteration 55Q: 3 clusters Score -2.230678e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -22307152.000000 Penalty: 5986.103516
	Iteration 56Q: 3 clusters Score -2.230715e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -22307440.000000 Penalty: 5986.103516
	Iteration 57Q: 3 clusters Score -2.230744e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -22307742.000000 Penalty: 5986.103516
	Iteration 58Q: 3 clusters Score -2.230774e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 106869 members 
Entering Unmasked Estep 
Score: -22308232.000000 Penalty: 5986.103516
	Iteration 59Q: 3 clusters Score -2.230823e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -22308690.000000 Penalty: 5986.103516
	Iteration 60F: 3 clusters Score -2.230869e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -22309134.000000 Penalty: 5986.103516
	Iteration 61Q: 3 clusters Score -2.230913e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -22309666.000000 Penalty: 5986.103516
	Iteration 62Q: 3 clusters Score -2.230967e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -22310068.000000 Penalty: 5986.103516
	Iteration 63Q: 3 clusters Score -2.231007e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 119257 members 
Entering Unmasked Estep 
Score: -22310576.000000 Penalty: 5986.103516
	Iteration 64Q: 3 clusters Score -2.231058e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -22311240.000000 Penalty: 5986.103516
	Iteration 65Q: 3 clusters Score -2.231124e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -22311818.000000 Penalty: 5986.103516
	Iteration 66Q: 3 clusters Score -2.231182e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 127194 members 
Entering Unmasked Estep 
Score: -22312442.000000 Penalty: 5986.103516
	Iteration 67Q: 3 clusters Score -2.231244e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -22312996.000000 Penalty: 5986.103516
	Iteration 68Q: 3 clusters Score -2.2313e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
Score: -22313622.000000 Penalty: 5986.103516
	Iteration 69Q: 3 clusters Score -2.231362e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -22314276.000000 Penalty: 5986.103516
	Iteration 70Q: 3 clusters Score -2.231428e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -22314924.000000 Penalty: 5986.103516
	Iteration 71Q: 3 clusters Score -2.231492e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 140637 members 
Entering Unmasked Estep 
Score: -22315720.000000 Penalty: 5986.103516
	Iteration 72Q: 3 clusters Score -2.231572e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -22316460.000000 Penalty: 5986.103516
	Iteration 73Q: 3 clusters Score -2.231646e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 145713 members 
Entering Unmasked Estep 
Score: -22317134.000000 Penalty: 5986.103516
	Iteration 74Q: 3 clusters Score -2.231713e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -22317870.000000 Penalty: 5986.103516
	Iteration 75Q: 3 clusters Score -2.231787e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -22318598.000000 Penalty: 5986.103516
	Iteration 76Q: 3 clusters Score -2.23186e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 152559 members 
Entering Unmasked Estep 
Score: -22319236.000000 Penalty: 5986.103516
	Iteration 77Q: 3 clusters Score -2.231924e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -22319934.000000 Penalty: 5986.103516
	Iteration 78Q: 3 clusters Score -2.231993e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -22320402.000000 Penalty: 5986.103516
	Iteration 79Q: 3 clusters Score -2.23204e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -22321012.000000 Penalty: 5986.103516
	Iteration 80F: 3 clusters Score -2.232101e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -22321586.000000 Penalty: 5986.103516
	Iteration 81Q: 3 clusters Score -2.232159e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -22322014.000000 Penalty: 5986.103516
	Iteration 82Q: 3 clusters Score -2.232201e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 162882 members 
Entering Unmasked Estep 
Score: -22322428.000000 Penalty: 5986.103516
	Iteration 83Q: 3 clusters Score -2.232243e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -22322754.000000 Penalty: 5986.103516
	Iteration 84Q: 3 clusters Score -2.232275e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -22323038.000000 Penalty: 5986.103516
	Iteration 85Q: 3 clusters Score -2.232304e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -22323258.000000 Penalty: 5986.103516
	Iteration 86Q: 3 clusters Score -2.232326e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 166660 members 
Entering Unmasked Estep 
Score: -22323506.000000 Penalty: 5986.103516
	Iteration 87Q: 3 clusters Score -2.232351e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -22323676.000000 Penalty: 5986.103516
	Iteration 88Q: 3 clusters Score -2.232368e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 167803 members 
Entering Unmasked Estep 
Score: -22323736.000000 Penalty: 5986.103516
	Iteration 89Q: 3 clusters Score -2.232374e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -22323806.000000 Penalty: 5986.103516
	Iteration 90Q: 3 clusters Score -2.232381e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -22323770.000000 Penalty: 5986.103516
	Iteration 91Q: 3 clusters Score -2.232377e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 169018 members 
Entering Unmasked Estep 
Score: -22323886.000000 Penalty: 5986.103516
	Iteration 92Q: 3 clusters Score -2.232389e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 169326 members 
Entering Unmasked Estep 
Score: -22323874.000000 Penalty: 5986.103516
	Iteration 93Q: 3 clusters Score -2.232387e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 169602 members 
Entering Unmasked Estep 
Score: -22323916.000000 Penalty: 5986.103516
	Iteration 94Q: 3 clusters Score -2.232392e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 169844 members 
Entering Unmasked Estep 
Score: -22324014.000000 Penalty: 5986.103516
	Iteration 95Q: 3 clusters Score -2.232401e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -22324068.000000 Penalty: 5986.103516
	Iteration 96Q: 3 clusters Score -2.232407e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -22324022.000000 Penalty: 5986.103516
	Iteration 97Q: 3 clusters Score -2.232402e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -22324058.000000 Penalty: 5986.103516
	Iteration 98Q: 3 clusters Score -2.232406e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 170532 members 
Entering Unmasked Estep 
Score: -22324090.000000 Penalty: 5986.103516
	Iteration 99Q: 3 clusters Score -2.232409e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 170641 members 
Entering Unmasked Estep 
Score: -22324138.000000 Penalty: 5986.103516
	Iteration 100F: 3 clusters Score -2.232414e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -22324194.000000 Penalty: 5986.103516
	Iteration 101Q: 3 clusters Score -2.232419e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -22324208.000000 Penalty: 5986.103516
	Iteration 102Q: 3 clusters Score -2.232421e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -22324210.000000 Penalty: 5986.103516
	Iteration 103Q: 3 clusters Score -2.232421e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 171038 members 
Entering Unmasked Estep 
Score: -22324208.000000 Penalty: 5986.103516
	Iteration 104Q: 3 clusters Score -2.232421e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -22324226.000000 Penalty: 5986.103516
	Iteration 105Q: 3 clusters Score -2.232423e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -22324228.000000 Penalty: 5986.103516
	Iteration 106Q: 3 clusters Score -2.232423e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -22324232.000000 Penalty: 5986.103516
	Iteration 107Q: 3 clusters Score -2.232423e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 171286 members 
Entering Unmasked Estep 
Score: -22324256.000000 Penalty: 5986.103516
	Iteration 108Q: 3 clusters Score -2.232426e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 171334 members 
Entering Unmasked Estep 
Score: -22324276.000000 Penalty: 5986.103516
	Iteration 109Q: 3 clusters Score -2.232428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -22324254.000000 Penalty: 5986.103516
	Iteration 110Q: 3 clusters Score -2.232425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -22324276.000000 Penalty: 5986.103516
	Iteration 111Q: 3 clusters Score -2.232428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -22324272.000000 Penalty: 5986.103516
	Iteration 112Q: 3 clusters Score -2.232427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -22324284.000000 Penalty: 5986.103516
	Iteration 113Q: 3 clusters Score -2.232428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -22324288.000000 Penalty: 5986.103516
	Iteration 114Q: 3 clusters Score -2.232429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -22324284.000000 Penalty: 5986.103516
	Iteration 115Q: 3 clusters Score -2.232428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -22324262.000000 Penalty: 5986.103516
	Iteration 116Q: 3 clusters Score -2.232426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -22324274.000000 Penalty: 5986.103516
	Iteration 117Q: 3 clusters Score -2.232427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -22324280.000000 Penalty: 5986.103516
	Iteration 118Q: 3 clusters Score -2.232428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -22324266.000000 Penalty: 5986.103516
	Iteration 119Q: 3 clusters Score -2.232427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 171595 members 
Entering Unmasked Estep 
Score: -22324278.000000 Penalty: 5986.103516
	Iteration 120F: 3 clusters Score -2.232428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -22324264.000000 Penalty: 5986.103516
	Iteration 121Q: 3 clusters Score -2.232426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 171611 members 
Entering Unmasked Estep 
Score: -22324262.000000 Penalty: 5986.103516
	Iteration 122Q: 3 clusters Score -2.232426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -22324260.000000 Penalty: 5986.103516
	Iteration 123Q: 3 clusters Score -2.232426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -22324260.000000 Penalty: 5986.103516
	Iteration 124Q: 3 clusters Score -2.232426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 171623 members 
Entering Unmasked Estep 
Score: -22324244.000000 Penalty: 5986.103516
	Iteration 125Q: 3 clusters Score -2.232424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 171625 members 
Entering Unmasked Estep 
Score: -22324266.000000 Penalty: 5986.103516
	Iteration 126Q: 3 clusters Score -2.232427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 171629 members 
Entering Unmasked Estep 
Score: -22324242.000000 Penalty: 5986.103516
	Iteration 127Q: 3 clusters Score -2.232424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -22324252.000000 Penalty: 5986.103516
	Iteration 128Q: 3 clusters Score -2.232425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -22324246.000000 Penalty: 5986.103516
	Iteration 129Q: 3 clusters Score -2.232425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -22324242.000000 Penalty: 5986.103516
	Iteration 130Q: 3 clusters Score -2.232424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -22324254.000000 Penalty: 5986.103516
	Iteration 131Q: 3 clusters Score -2.232425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -22324256.000000 Penalty: 5986.103516
	Iteration 132Q: 3 clusters Score -2.232426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -22324252.000000 Penalty: 5986.103516
	Iteration 133Q: 3 clusters Score -2.232425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22324258.000000 Penalty: 5986.103516
	Iteration 134Q: 3 clusters Score -2.232426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -22324252.000000 Penalty: 5986.103516
	Iteration 135Q: 3 clusters Score -2.232425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -22324250.000000 Penalty: 5986.103516
	Iteration 136Q: 3 clusters Score -2.232425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 171662 members 
Entering Unmasked Estep 
Score: -22324268.000000 Penalty: 5986.103516
	Iteration 137Q: 3 clusters Score -2.232427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -22324274.000000 Penalty: 5986.103516
	Iteration 138Q: 3 clusters Score -2.232427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -22324276.000000 Penalty: 5986.103516
	Iteration 139Q: 3 clusters Score -2.232428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -22324282.000000 Penalty: 5986.103516
	Iteration 140F: 3 clusters Score -2.232428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -259663.500000 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -259663.5 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 1086 members 
Entering Unmasked Estep 
Score: -256928.078125 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -256928.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257450.203125 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -257450.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -257592.328125 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -257592.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257678.656250 Penalty: 3813.700928
	Iteration 3Q: 3 clusters Score -257678.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257738.000000 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -257738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -257788.875000 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -257788.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -257821.484375 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -257821.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -257845.343750 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -257845.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -257862.296875 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -257862.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -257877.781250 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -257877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -257890.421875 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -257890.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -257904.062500 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -257904.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -257911.421875 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -257911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -257915.671875 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -257915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -257917.781250 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -257917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -257919.250000 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -257919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -257920.984375 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -257921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -257920.984375 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -257921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -257921.515625 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -257921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -257921.515625 Penalty: 3813.700928
	Iteration 19F: 3 clusters Score -257921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 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 263 members 
Entering Unmasked Estep 
Score: -52103.355469 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52103.36 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52460.796875 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52460.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52688.285156 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52688.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52823.105469 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -52823.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52910.718750 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -52910.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52972.246094 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -52972.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -53032.687500 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53032.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53058.562500 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53058.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53087.347656 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53087.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -53096.046875 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53096.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -53119.417969 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53119.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53132.835938 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53132.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53132.835938 Penalty: 3115.076416
	Iteration 12F: 3 clusters Score -53132.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Entering Unmasked Estep 
Score: -6376173.500000 Penalty: 2680.381348
	Iteration 0F: 2 clusters Score -6376174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -6342904.000000 Penalty: 5360.762695
	Iteration 0F: 3 clusters Score -6342904 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6355794.000000 Penalty: 5360.762695
	Iteration 1F: 3 clusters Score -6355794 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6356656.000000 Penalty: 5360.762695
	Iteration 2Q: 3 clusters Score -6356656 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -6357638.000000 Penalty: 5360.762695
	Iteration 3Q: 3 clusters Score -6357638 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -6358747.000000 Penalty: 5360.762695
	Iteration 4Q: 3 clusters Score -6358747 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -6360069.000000 Penalty: 5360.762695
	Iteration 5Q: 3 clusters Score -6360069 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -6361659.000000 Penalty: 5360.762695
	Iteration 6F: 3 clusters Score -6361659 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -6363408.000000 Penalty: 5360.762695
	Iteration 7F: 3 clusters Score -6363408 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -6365217.000000 Penalty: 5360.762695
	Iteration 8F: 3 clusters Score -6365217 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -6367048.000000 Penalty: 5360.762695
	Iteration 9F: 3 clusters Score -6367048 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -6368284.000000 Penalty: 5360.762695
	Iteration 10Q: 3 clusters Score -6368284 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -6369056.000000 Penalty: 5360.762695
	Iteration 11Q: 3 clusters Score -6369056 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6369351.000000 Penalty: 5360.762695
	Iteration 12Q: 3 clusters Score -6369351 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6369541.500000 Penalty: 5360.762695
	Iteration 13Q: 3 clusters Score -6369542 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -6369631.000000 Penalty: 5360.762695
	Iteration 14Q: 3 clusters Score -6369631 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -6369698.500000 Penalty: 5360.762695
	Iteration 15Q: 3 clusters Score -6369698 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6369748.000000 Penalty: 5360.762695
	Iteration 16Q: 3 clusters Score -6369748 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -6369791.500000 Penalty: 5360.762695
	Iteration 17Q: 3 clusters Score -6369792 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -6369841.500000 Penalty: 5360.762695
	Iteration 18Q: 3 clusters Score -6369842 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -6369884.500000 Penalty: 5360.762695
	Iteration 19Q: 3 clusters Score -6369884 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -6369903.500000 Penalty: 5360.762695
	Iteration 20F: 3 clusters Score -6369904 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6369930.000000 Penalty: 5360.762695
	Iteration 21Q: 3 clusters Score -6369930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -6369935.000000 Penalty: 5360.762695
	Iteration 22Q: 3 clusters Score -6369935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -6369960.000000 Penalty: 5360.762695
	Iteration 23Q: 3 clusters Score -6369960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -6369947.500000 Penalty: 5360.762695
	Iteration 24Q: 3 clusters Score -6369948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -6369951.500000 Penalty: 5360.762695
	Iteration 25Q: 3 clusters Score -6369952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -6369953.000000 Penalty: 5360.762695
	Iteration 26Q: 3 clusters Score -6369953 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -6369951.500000 Penalty: 5360.762695
	Iteration 27Q: 3 clusters Score -6369952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -6369947.500000 Penalty: 5360.762695
	Iteration 28Q: 3 clusters Score -6369948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -6369969.500000 Penalty: 5360.762695
	Iteration 29Q: 3 clusters Score -6369970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -6369973.500000 Penalty: 5360.762695
	Iteration 30Q: 3 clusters Score -6369974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -6369998.000000 Penalty: 5360.762695
	Iteration 31Q: 3 clusters Score -6369998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -6370000.000000 Penalty: 5360.762695
	Iteration 32Q: 3 clusters Score -6370000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -6370001.000000 Penalty: 5360.762695
	Iteration 33Q: 3 clusters Score -6370001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -6370000.500000 Penalty: 5360.762695
	Iteration 34Q: 3 clusters Score -6370000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6369996.000000 Penalty: 5360.762695
	Iteration 35Q: 3 clusters Score -6369996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -6370001.000000 Penalty: 5360.762695
	Iteration 36Q: 3 clusters Score -6370001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -6369998.000000 Penalty: 5360.762695
	Iteration 37Q: 3 clusters Score -6369998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -6369999.500000 Penalty: 5360.762695
	Iteration 38Q: 3 clusters Score -6370000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -6370009.000000 Penalty: 5360.762695
	Iteration 39Q: 3 clusters Score -6370009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -6370006.000000 Penalty: 5360.762695
	Iteration 40F: 3 clusters Score -6370006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -6370012.000000 Penalty: 5360.762695
	Iteration 41Q: 3 clusters Score -6370012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -6370014.500000 Penalty: 5360.762695
	Iteration 42Q: 3 clusters Score -6370014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6370021.500000 Penalty: 5360.762695
	Iteration 43Q: 3 clusters Score -6370022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -6370035.000000 Penalty: 5360.762695
	Iteration 44Q: 3 clusters Score -6370035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -6370028.000000 Penalty: 5360.762695
	Iteration 45Q: 3 clusters Score -6370028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -6370017.000000 Penalty: 5360.762695
	Iteration 46Q: 3 clusters Score -6370017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -6370029.000000 Penalty: 5360.762695
	Iteration 47Q: 3 clusters Score -6370029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -6370017.000000 Penalty: 5360.762695
	Iteration 48Q: 3 clusters Score -6370017 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6370031.500000 Penalty: 5360.762695
	Iteration 49Q: 3 clusters Score -6370032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6370040.000000 Penalty: 5360.762695
	Iteration 50Q: 3 clusters Score -6370040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -6370055.000000 Penalty: 5360.762695
	Iteration 51Q: 3 clusters Score -6370055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -6370072.500000 Penalty: 5360.762695
	Iteration 52Q: 3 clusters Score -6370072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -6370072.500000 Penalty: 5360.762695
	Iteration 53Q: 3 clusters Score -6370072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -6370091.000000 Penalty: 5360.762695
	Iteration 54Q: 3 clusters Score -6370091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -6370102.000000 Penalty: 5360.762695
	Iteration 55Q: 3 clusters Score -6370102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6370096.500000 Penalty: 5360.762695
	Iteration 56Q: 3 clusters Score -6370096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -6370102.000000 Penalty: 5360.762695
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Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 23571 members 
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Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25720 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6370100 nChanged 59
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	Iteration 62Q: 3 clusters Score -6370100 nChanged 54
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	Iteration 63Q: 3 clusters Score -6370096 nChanged 54
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6370143 nChanged 44
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Mstep: Class 1 contains 25040 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6371708 nChanged 363
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	Iteration 143Q: 3 clusters Score -6372463 nChanged 333
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -6373082.500000 Penalty: 5360.762695
	Iteration 151Q: 3 clusters Score -6373082 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6373168 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6373273 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6373347 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6373400 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6373480 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6373513 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6373540 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6373595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -6373621.500000 Penalty: 5360.762695
	Iteration 160F: 3 clusters Score -6373622 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6373647 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6373673 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -6373681.500000 Penalty: 5360.762695
	Iteration 163Q: 3 clusters Score -6373682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6373710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6373700.500000 Penalty: 5360.762695
	Iteration 165Q: 3 clusters Score -6373700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -6373724.500000 Penalty: 5360.762695
	Iteration 166Q: 3 clusters Score -6373724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6373747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6373765.000000 Penalty: 5360.762695
	Iteration 168Q: 3 clusters Score -6373765 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -6373781.000000 Penalty: 5360.762695
	Iteration 169Q: 3 clusters Score -6373781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6373806.000000 Penalty: 5360.762695
	Iteration 170Q: 3 clusters Score -6373806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -6373825.000000 Penalty: 5360.762695
	Iteration 171Q: 3 clusters Score -6373825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -6373860.000000 Penalty: 5360.762695
	Iteration 172Q: 3 clusters Score -6373860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6373883.000000 Penalty: 5360.762695
	Iteration 173Q: 3 clusters Score -6373883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -6373889.000000 Penalty: 5360.762695
	Iteration 174Q: 3 clusters Score -6373889 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -6373909.500000 Penalty: 5360.762695
	Iteration 175Q: 3 clusters Score -6373910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6373917.000000 Penalty: 5360.762695
	Iteration 176Q: 3 clusters Score -6373917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -6373931.000000 Penalty: 5360.762695
	Iteration 177Q: 3 clusters Score -6373931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6373946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6373960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6373983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6373986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6374013.000000 Penalty: 5360.762695
	Iteration 182Q: 3 clusters Score -6374013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -6374033.500000 Penalty: 5360.762695
	Iteration 183Q: 3 clusters Score -6374034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6374042.500000 Penalty: 5360.762695
	Iteration 184Q: 3 clusters Score -6374042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -6374060.000000 Penalty: 5360.762695
	Iteration 185Q: 3 clusters Score -6374060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6374068.000000 Penalty: 5360.762695
	Iteration 186Q: 3 clusters Score -6374068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6374071.000000 Penalty: 5360.762695
	Iteration 187Q: 3 clusters Score -6374071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6374076.500000 Penalty: 5360.762695
	Iteration 188Q: 3 clusters Score -6374076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -6374085.000000 Penalty: 5360.762695
	Iteration 189Q: 3 clusters Score -6374085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -6374093.500000 Penalty: 5360.762695
	Iteration 190Q: 3 clusters Score -6374094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -6374107.000000 Penalty: 5360.762695
	Iteration 191Q: 3 clusters Score -6374107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6374110.500000 Penalty: 5360.762695
	Iteration 192Q: 3 clusters Score -6374110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -6374131.000000 Penalty: 5360.762695
	Iteration 193Q: 3 clusters Score -6374131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6374140.500000 Penalty: 5360.762695
	Iteration 194Q: 3 clusters Score -6374140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -6374160.000000 Penalty: 5360.762695
	Iteration 195Q: 3 clusters Score -6374160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6374160.500000 Penalty: 5360.762695
	Iteration 196Q: 3 clusters Score -6374160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -6374170.000000 Penalty: 5360.762695
	Iteration 197Q: 3 clusters Score -6374170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6374178.500000 Penalty: 5360.762695
	Iteration 198Q: 3 clusters Score -6374178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -6374178.000000 Penalty: 5360.762695
	Iteration 199Q: 3 clusters Score -6374178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6374183.500000 Penalty: 5360.762695
	Iteration 200F: 3 clusters Score -6374184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6374187.500000 Penalty: 5360.762695
	Iteration 201Q: 3 clusters Score -6374188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6374195.000000 Penalty: 5360.762695
	Iteration 202Q: 3 clusters Score -6374195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6374190.500000 Penalty: 5360.762695
	Iteration 203Q: 3 clusters Score -6374190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -6374186.000000 Penalty: 5360.762695
	Iteration 204Q: 3 clusters Score -6374186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -6374185.500000 Penalty: 5360.762695
	Iteration 205Q: 3 clusters Score -6374186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -6374191.500000 Penalty: 5360.762695
	Iteration 206Q: 3 clusters Score -6374192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6374188.500000 Penalty: 5360.762695
	Iteration 207Q: 3 clusters Score -6374188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6374191.500000 Penalty: 5360.762695
	Iteration 208Q: 3 clusters Score -6374192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -6374185.500000 Penalty: 5360.762695
	Iteration 209Q: 3 clusters Score -6374186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6374194.500000 Penalty: 5360.762695
	Iteration 210Q: 3 clusters Score -6374194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6374197.000000 Penalty: 5360.762695
	Iteration 211Q: 3 clusters Score -6374197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6374195.500000 Penalty: 5360.762695
	Iteration 212Q: 3 clusters Score -6374196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6374198.000000 Penalty: 5360.762695
	Iteration 213Q: 3 clusters Score -6374198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -6374198.000000 Penalty: 5360.762695
	Iteration 214Q: 3 clusters Score -6374198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6374205.500000 Penalty: 5360.762695
	Iteration 215Q: 3 clusters Score -6374206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6374212.500000 Penalty: 5360.762695
	Iteration 216Q: 3 clusters Score -6374212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6374217.000000 Penalty: 5360.762695
	Iteration 217Q: 3 clusters Score -6374217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -6374215.000000 Penalty: 5360.762695
	Iteration 218Q: 3 clusters Score -6374215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6374217.000000 Penalty: 5360.762695
	Iteration 219Q: 3 clusters Score -6374217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6374227.000000 Penalty: 5360.762695
	Iteration 220F: 3 clusters Score -6374227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -6374228.000000 Penalty: 5360.762695
	Iteration 221Q: 3 clusters Score -6374228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -6374232.000000 Penalty: 5360.762695
	Iteration 222Q: 3 clusters Score -6374232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -6374233.500000 Penalty: 5360.762695
	Iteration 223Q: 3 clusters Score -6374234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -6374234.000000 Penalty: 5360.762695
	Iteration 224Q: 3 clusters Score -6374234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6374232.000000 Penalty: 5360.762695
	Iteration 225Q: 3 clusters Score -6374232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6374224.000000 Penalty: 5360.762695
	Iteration 226Q: 3 clusters Score -6374224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -6374230.500000 Penalty: 5360.762695
	Iteration 227Q: 3 clusters Score -6374230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6374229.000000 Penalty: 5360.762695
	Iteration 228Q: 3 clusters Score -6374229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -6374232.000000 Penalty: 5360.762695
	Iteration 229Q: 3 clusters Score -6374232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -6374233.000000 Penalty: 5360.762695
	Iteration 230Q: 3 clusters Score -6374233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -6374232.500000 Penalty: 5360.762695
	Iteration 231Q: 3 clusters Score -6374232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6374236.000000 Penalty: 5360.762695
	Iteration 232Q: 3 clusters Score -6374236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6374236.000000 Penalty: 5360.762695
	Iteration 233F: 3 clusters Score -6374236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56433 members 
Entering Unmasked Estep 
Score: -7275375.000000 Penalty: 2713.320801
	Iteration 0F: 2 clusters Score -7275375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -7237417.500000 Penalty: 5426.641602
	Iteration 0F: 3 clusters Score -7237418 nChanged 26270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -7252241.500000 Penalty: 5426.641602
	Iteration 1F: 3 clusters Score -7252242 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7253121.500000 Penalty: 5426.641602
	Iteration 2Q: 3 clusters Score -7253122 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -7254422.500000 Penalty: 5426.641602
	Iteration 3F: 3 clusters Score -7254422 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -7256427.500000 Penalty: 5426.641602
	Iteration 4F: 3 clusters Score -7256428 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -7259471.500000 Penalty: 5426.641602
	Iteration 5F: 3 clusters Score -7259472 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -7263356.000000 Penalty: 5426.641602
	Iteration 6F: 3 clusters Score -7263356 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -7267059.000000 Penalty: 5426.641602
	Iteration 7F: 3 clusters Score -7267059 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -7269621.000000 Penalty: 5426.641602
	Iteration 8Q: 3 clusters Score -7269621 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -7270969.000000 Penalty: 5426.641602
	Iteration 9Q: 3 clusters Score -7270969 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -7271589.000000 Penalty: 5426.641602
	Iteration 10Q: 3 clusters Score -7271589 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -7271904.500000 Penalty: 5426.641602
	Iteration 11Q: 3 clusters Score -7271904 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -7272112.500000 Penalty: 5426.641602
	Iteration 12Q: 3 clusters Score -7272112 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -7272279.500000 Penalty: 5426.641602
	Iteration 13Q: 3 clusters Score -7272280 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7272393.000000 Penalty: 5426.641602
	Iteration 14Q: 3 clusters Score -7272393 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7272516.000000 Penalty: 5426.641602
	Iteration 15Q: 3 clusters Score -7272516 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -7272635.000000 Penalty: 5426.641602
	Iteration 16Q: 3 clusters Score -7272635 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7272732.500000 Penalty: 5426.641602
	Iteration 17Q: 3 clusters Score -7272732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7272798.500000 Penalty: 5426.641602
	Iteration 18Q: 3 clusters Score -7272798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7272847.000000 Penalty: 5426.641602
	Iteration 19Q: 3 clusters Score -7272847 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7272876.500000 Penalty: 5426.641602
	Iteration 20F: 3 clusters Score -7272876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7272904.000000 Penalty: 5426.641602
	Iteration 21Q: 3 clusters Score -7272904 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7272943.000000 Penalty: 5426.641602
	Iteration 22Q: 3 clusters Score -7272943 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7272965.500000 Penalty: 5426.641602
	Iteration 23Q: 3 clusters Score -7272966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7273011.500000 Penalty: 5426.641602
	Iteration 24Q: 3 clusters Score -7273012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7273048.500000 Penalty: 5426.641602
	Iteration 25Q: 3 clusters Score -7273048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7273085.500000 Penalty: 5426.641602
	Iteration 26Q: 3 clusters Score -7273086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7273087.500000 Penalty: 5426.641602
	Iteration 27Q: 3 clusters Score -7273088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7273117.000000 Penalty: 5426.641602
	Iteration 28Q: 3 clusters Score -7273117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7273138.500000 Penalty: 5426.641602
	Iteration 29Q: 3 clusters Score -7273138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7273174.000000 Penalty: 5426.641602
	Iteration 30Q: 3 clusters Score -7273174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7273182.500000 Penalty: 5426.641602
	Iteration 31Q: 3 clusters Score -7273182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7273187.500000 Penalty: 5426.641602
	Iteration 32Q: 3 clusters Score -7273188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7273197.000000 Penalty: 5426.641602
	Iteration 33Q: 3 clusters Score -7273197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7273198.000000 Penalty: 5426.641602
	Iteration 34Q: 3 clusters Score -7273198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7273203.000000 Penalty: 5426.641602
	Iteration 35Q: 3 clusters Score -7273203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7273210.000000 Penalty: 5426.641602
	Iteration 36Q: 3 clusters Score -7273210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7273219.000000 Penalty: 5426.641602
	Iteration 37Q: 3 clusters Score -7273219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7273218.500000 Penalty: 5426.641602
	Iteration 38Q: 3 clusters Score -7273218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7273233.000000 Penalty: 5426.641602
	Iteration 39Q: 3 clusters Score -7273233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7273226.500000 Penalty: 5426.641602
	Iteration 40F: 3 clusters Score -7273226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7273242.500000 Penalty: 5426.641602
	Iteration 41Q: 3 clusters Score -7273242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7273245.500000 Penalty: 5426.641602
	Iteration 42Q: 3 clusters Score -7273246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7273253.500000 Penalty: 5426.641602
	Iteration 43Q: 3 clusters Score -7273254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7273250.500000 Penalty: 5426.641602
	Iteration 44Q: 3 clusters Score -7273250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7273269.000000 Penalty: 5426.641602
	Iteration 45Q: 3 clusters Score -7273269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7273271.000000 Penalty: 5426.641602
	Iteration 46Q: 3 clusters Score -7273271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7273260.500000 Penalty: 5426.641602
	Iteration 47Q: 3 clusters Score -7273260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7273270.000000 Penalty: 5426.641602
	Iteration 48Q: 3 clusters Score -7273270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7273276.000000 Penalty: 5426.641602
	Iteration 49Q: 3 clusters Score -7273276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7273277.000000 Penalty: 5426.641602
	Iteration 50Q: 3 clusters Score -7273277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7273277.500000 Penalty: 5426.641602
	Iteration 51Q: 3 clusters Score -7273278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7273276.500000 Penalty: 5426.641602
	Iteration 52Q: 3 clusters Score -7273276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7273283.000000 Penalty: 5426.641602
	Iteration 53Q: 3 clusters Score -7273283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7273278.000000 Penalty: 5426.641602
	Iteration 54Q: 3 clusters Score -7273278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7273282.000000 Penalty: 5426.641602
	Iteration 55Q: 3 clusters Score -7273282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7273282.000000 Penalty: 5426.641602
	Iteration 56F: 3 clusters Score -7273282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Entering Unmasked Estep 
Score: -4631554.000000 Penalty: 2603.312744
	Iteration 0F: 2 clusters Score -4631554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4606901.000000 Penalty: 5206.625488
	Iteration 0F: 3 clusters Score -4606901 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4615913.500000 Penalty: 5206.625488
	Iteration 1F: 3 clusters Score -4615914 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4616570.000000 Penalty: 5206.625488
	Iteration 2Q: 3 clusters Score -4616570 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4617251.000000 Penalty: 5206.625488
	Iteration 3Q: 3 clusters Score -4617251 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4618308.000000 Penalty: 5206.625488
	Iteration 4F: 3 clusters Score -4618308 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4619794.500000 Penalty: 5206.625488
	Iteration 5F: 3 clusters Score -4619794 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -4621891.500000 Penalty: 5206.625488
	Iteration 6F: 3 clusters Score -4621892 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4624387.500000 Penalty: 5206.625488
	Iteration 7F: 3 clusters Score -4624388 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4626676.500000 Penalty: 5206.625488
	Iteration 8F: 3 clusters Score -4626676 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4628040.000000 Penalty: 5206.625488
	Iteration 9Q: 3 clusters Score -4628040 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4628660.500000 Penalty: 5206.625488
	Iteration 10Q: 3 clusters Score -4628660 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4628972.500000 Penalty: 5206.625488
	Iteration 11Q: 3 clusters Score -4628972 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4629122.500000 Penalty: 5206.625488
	Iteration 12Q: 3 clusters Score -4629122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4629203.000000 Penalty: 5206.625488
	Iteration 13Q: 3 clusters Score -4629203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4629246.500000 Penalty: 5206.625488
	Iteration 14Q: 3 clusters Score -4629246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4629282.000000 Penalty: 5206.625488
	Iteration 15Q: 3 clusters Score -4629282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4629296.500000 Penalty: 5206.625488
	Iteration 16Q: 3 clusters Score -4629296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4629307.500000 Penalty: 5206.625488
	Iteration 17Q: 3 clusters Score -4629308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4629311.500000 Penalty: 5206.625488
	Iteration 18Q: 3 clusters Score -4629312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4629311.500000 Penalty: 5206.625488
	Iteration 19F: 3 clusters Score -4629312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216131 members 
Entering Unmasked Estep 
Score: -27766156.000000 Penalty: 3046.342773
	Iteration 0F: 2 clusters Score -2.776616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -27629474.000000 Penalty: 6092.685547
	Iteration 0F: 3 clusters Score -2.762947e+07 nChanged 103897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107599 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -27689908.000000 Penalty: 6092.685547
	Iteration 1F: 3 clusters Score -2.768991e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 108748 members 
Entering Unmasked Estep 
Score: -27690914.000000 Penalty: 6092.685547
	Iteration 2Q: 3 clusters Score -2.769091e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107003 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -27691956.000000 Penalty: 6092.685547
	Iteration 3Q: 3 clusters Score -2.769196e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -27693110.000000 Penalty: 6092.685547
	Iteration 4Q: 3 clusters Score -2.769311e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -27694676.000000 Penalty: 6092.685547
	Iteration 5Q: 3 clusters Score -2.769468e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 112604 members 
Entering Unmasked Estep 
Score: -27696480.000000 Penalty: 6092.685547
	Iteration 6Q: 3 clusters Score -2.769648e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 115256 members 
Entering Unmasked Estep 
Score: -27698672.000000 Penalty: 6092.685547
	Iteration 7Q: 3 clusters Score -2.769867e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 119094 members 
Entering Unmasked Estep 
Score: -27702090.000000 Penalty: 6092.685547
	Iteration 8Q: 3 clusters Score -2.770209e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -27707842.000000 Penalty: 6092.685547
	Iteration 9Q: 3 clusters Score -2.770784e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 131188 members 
Entering Unmasked Estep 
Score: -27715720.000000 Penalty: 6092.685547
	Iteration 10F: 3 clusters Score -2.771572e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -27726050.000000 Penalty: 6092.685547
	Iteration 11F: 3 clusters Score -2.772605e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 144681 members 
Entering Unmasked Estep 
Score: -27734346.000000 Penalty: 6092.685547
	Iteration 12F: 3 clusters Score -2.773435e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -27738680.000000 Penalty: 6092.685547
	Iteration 13Q: 3 clusters Score -2.773868e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 154212 members 
Entering Unmasked Estep 
Score: -27740754.000000 Penalty: 6092.685547
	Iteration 14Q: 3 clusters Score -2.774075e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 158808 members 
Entering Unmasked Estep 
Score: -27742280.000000 Penalty: 6092.685547
	Iteration 15Q: 3 clusters Score -2.774228e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -27744062.000000 Penalty: 6092.685547
	Iteration 16Q: 3 clusters Score -2.774406e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -27745780.000000 Penalty: 6092.685547
	Iteration 17Q: 3 clusters Score -2.774578e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 173395 members 
Entering Unmasked Estep 
Score: -27747226.000000 Penalty: 6092.685547
	Iteration 18Q: 3 clusters Score -2.774723e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -27748698.000000 Penalty: 6092.685547
	Iteration 19Q: 3 clusters Score -2.77487e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 182897 members 
Entering Unmasked Estep 
Score: -27750194.000000 Penalty: 6092.685547
	Iteration 20F: 3 clusters Score -2.775019e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 187034 members 
Entering Unmasked Estep 
Score: -27751456.000000 Penalty: 6092.685547
	Iteration 21Q: 3 clusters Score -2.775146e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 190852 members 
Entering Unmasked Estep 
Score: -27752644.000000 Penalty: 6092.685547
	Iteration 22Q: 3 clusters Score -2.775264e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 194286 members 
Entering Unmasked Estep 
Score: -27753632.000000 Penalty: 6092.685547
	Iteration 23Q: 3 clusters Score -2.775363e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 197366 members 
Entering Unmasked Estep 
Score: -27754786.000000 Penalty: 6092.685547
	Iteration 24Q: 3 clusters Score -2.775479e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 200105 members 
Entering Unmasked Estep 
Score: -27755754.000000 Penalty: 6092.685547
	Iteration 25Q: 3 clusters Score -2.775575e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 202461 members 
Entering Unmasked Estep 
Score: -27756738.000000 Penalty: 6092.685547
	Iteration 26Q: 3 clusters Score -2.775674e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 204457 members 
Entering Unmasked Estep 
Score: -27757652.000000 Penalty: 6092.685547
	Iteration 27Q: 3 clusters Score -2.775765e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 206239 members 
Entering Unmasked Estep 
Score: -27758422.000000 Penalty: 6092.685547
	Iteration 28Q: 3 clusters Score -2.775842e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 207722 members 
Entering Unmasked Estep 
Score: -27759128.000000 Penalty: 6092.685547
	Iteration 29Q: 3 clusters Score -2.775913e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 208956 members 
Entering Unmasked Estep 
Score: -27759728.000000 Penalty: 6092.685547
	Iteration 30Q: 3 clusters Score -2.775973e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 209981 members 
Entering Unmasked Estep 
Score: -27760366.000000 Penalty: 6092.685547
	Iteration 31Q: 3 clusters Score -2.776037e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 210848 members 
Entering Unmasked Estep 
Score: -27760794.000000 Penalty: 6092.685547
	Iteration 32Q: 3 clusters Score -2.776079e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 211564 members 
Entering Unmasked Estep 
Score: -27761206.000000 Penalty: 6092.685547
	Iteration 33Q: 3 clusters Score -2.776121e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 212159 members 
Entering Unmasked Estep 
Score: -27761546.000000 Penalty: 6092.685547
	Iteration 34Q: 3 clusters Score -2.776155e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 212630 members 
Entering Unmasked Estep 
Score: -27761840.000000 Penalty: 6092.685547
	Iteration 35Q: 3 clusters Score -2.776184e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 213008 members 
Entering Unmasked Estep 
Score: -27762110.000000 Penalty: 6092.685547
	Iteration 36Q: 3 clusters Score -2.776211e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 213308 members 
Entering Unmasked Estep 
Score: -27762368.000000 Penalty: 6092.685547
	Iteration 37Q: 3 clusters Score -2.776237e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 213532 members 
Entering Unmasked Estep 
Score: -27762526.000000 Penalty: 6092.685547
	Iteration 38Q: 3 clusters Score -2.776253e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 213731 members 
Entering Unmasked Estep 
Score: -27762632.000000 Penalty: 6092.685547
	Iteration 39Q: 3 clusters Score -2.776263e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 213880 members 
Entering Unmasked Estep 
Score: -27762752.000000 Penalty: 6092.685547
	Iteration 40F: 3 clusters Score -2.776275e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 214015 members 
Entering Unmasked Estep 
Score: -27762840.000000 Penalty: 6092.685547
	Iteration 41Q: 3 clusters Score -2.776284e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 214126 members 
Entering Unmasked Estep 
Score: -27762916.000000 Penalty: 6092.685547
	Iteration 42Q: 3 clusters Score -2.776292e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 214228 members 
Entering Unmasked Estep 
Score: -27762976.000000 Penalty: 6092.685547
	Iteration 43Q: 3 clusters Score -2.776298e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 214305 members 
Entering Unmasked Estep 
Score: -27763070.000000 Penalty: 6092.685547
	Iteration 44Q: 3 clusters Score -2.776307e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 214376 members 
Entering Unmasked Estep 
Score: -27763152.000000 Penalty: 6092.685547
	Iteration 45Q: 3 clusters Score -2.776315e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 214436 members 
Entering Unmasked Estep 
Score: -27763130.000000 Penalty: 6092.685547
	Iteration 46Q: 3 clusters Score -2.776313e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 214487 members 
Entering Unmasked Estep 
Score: -27763148.000000 Penalty: 6092.685547
	Iteration 47Q: 3 clusters Score -2.776315e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 214537 members 
Entering Unmasked Estep 
Score: -27763206.000000 Penalty: 6092.685547
	Iteration 48Q: 3 clusters Score -2.776321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 214581 members 
Entering Unmasked Estep 
Score: -27763246.000000 Penalty: 6092.685547
	Iteration 49Q: 3 clusters Score -2.776325e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 214627 members 
Entering Unmasked Estep 
Score: -27763318.000000 Penalty: 6092.685547
	Iteration 50Q: 3 clusters Score -2.776332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 214671 members 
Entering Unmasked Estep 
Score: -27763328.000000 Penalty: 6092.685547
	Iteration 51Q: 3 clusters Score -2.776333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 214696 members 
Entering Unmasked Estep 
Score: -27763340.000000 Penalty: 6092.685547
	Iteration 52Q: 3 clusters Score -2.776334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 214726 members 
Entering Unmasked Estep 
Score: -27763340.000000 Penalty: 6092.685547
	Iteration 53Q: 3 clusters Score -2.776334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 214752 members 
Entering Unmasked Estep 
Score: -27763386.000000 Penalty: 6092.685547
	Iteration 54Q: 3 clusters Score -2.776339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 214776 members 
Entering Unmasked Estep 
Score: -27763374.000000 Penalty: 6092.685547
	Iteration 55Q: 3 clusters Score -2.776337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 214794 members 
Entering Unmasked Estep 
Score: -27763380.000000 Penalty: 6092.685547
	Iteration 56Q: 3 clusters Score -2.776338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 214806 members 
Entering Unmasked Estep 
Score: -27763418.000000 Penalty: 6092.685547
	Iteration 57Q: 3 clusters Score -2.776342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 214818 members 
Entering Unmasked Estep 
Score: -27763406.000000 Penalty: 6092.685547
	Iteration 58Q: 3 clusters Score -2.776341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 214825 members 
Entering Unmasked Estep 
Score: -27763416.000000 Penalty: 6092.685547
	Iteration 59Q: 3 clusters Score -2.776342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -27763422.000000 Penalty: 6092.685547
	Iteration 60F: 3 clusters Score -2.776342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 214841 members 
Entering Unmasked Estep 
Score: -27763426.000000 Penalty: 6092.685547
	Iteration 61Q: 3 clusters Score -2.776343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 214849 members 
Entering Unmasked Estep 
Score: -27763430.000000 Penalty: 6092.685547
	Iteration 62Q: 3 clusters Score -2.776343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 214853 members 
Entering Unmasked Estep 
Score: -27763442.000000 Penalty: 6092.685547
	Iteration 63Q: 3 clusters Score -2.776344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 214856 members 
Entering Unmasked Estep 
Score: -27763438.000000 Penalty: 6092.685547
	Iteration 64Q: 3 clusters Score -2.776344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 214858 members 
Entering Unmasked Estep 
Score: -27763438.000000 Penalty: 6092.685547
	Iteration 65Q: 3 clusters Score -2.776344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 214859 members 
Entering Unmasked Estep 
Score: -27763452.000000 Penalty: 6092.685547
	Iteration 66Q: 3 clusters Score -2.776345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 214860 members 
Entering Unmasked Estep 
Score: -27763454.000000 Penalty: 6092.685547
	Iteration 67Q: 3 clusters Score -2.776345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 214860 members 
Entering Unmasked Estep 
Score: -27763454.000000 Penalty: 6092.685547
	Iteration 68F: 3 clusters Score -2.776345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -455184.593750 Penalty: 2040.190308
	Iteration 0F: 2 clusters Score -455184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -451451.531250 Penalty: 4080.380615
	Iteration 0F: 3 clusters Score -451451.5 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -452249.156250 Penalty: 4080.380615
	Iteration 1F: 3 clusters Score -452249.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -452438.843750 Penalty: 4080.380615
	Iteration 2F: 3 clusters Score -452438.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -452537.687500 Penalty: 4080.380615
	Iteration 3Q: 3 clusters Score -452537.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -452596.781250 Penalty: 4080.380615
	Iteration 4Q: 3 clusters Score -452596.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -452643.187500 Penalty: 4080.380615
	Iteration 5Q: 3 clusters Score -452643.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -452685.937500 Penalty: 4080.380615
	Iteration 6Q: 3 clusters Score -452685.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -452713.031250 Penalty: 4080.380615
	Iteration 7Q: 3 clusters Score -452713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -452744.031250 Penalty: 4080.380615
	Iteration 8Q: 3 clusters Score -452744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -452769.750000 Penalty: 4080.380615
	Iteration 9Q: 3 clusters Score -452769.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -452790.718750 Penalty: 4080.380615
	Iteration 10Q: 3 clusters Score -452790.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -452813.593750 Penalty: 4080.380615
	Iteration 11Q: 3 clusters Score -452813.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -452835.062500 Penalty: 4080.380615
	Iteration 12Q: 3 clusters Score -452835.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -452860.000000 Penalty: 4080.380615
	Iteration 13Q: 3 clusters Score -452860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -452879.906250 Penalty: 4080.380615
	Iteration 14Q: 3 clusters Score -452879.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -452899.750000 Penalty: 4080.380615
	Iteration 15Q: 3 clusters Score -452899.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -452920.031250 Penalty: 4080.380615
	Iteration 16Q: 3 clusters Score -452920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -452951.843750 Penalty: 4080.380615
	Iteration 17Q: 3 clusters Score -452951.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -452987.968750 Penalty: 4080.380615
	Iteration 18Q: 3 clusters Score -452988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -453016.093750 Penalty: 4080.380615
	Iteration 19Q: 3 clusters Score -453016.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -453043.906250 Penalty: 4080.380615
	Iteration 20F: 3 clusters Score -453043.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -453085.531250 Penalty: 4080.380615
	Iteration 21Q: 3 clusters Score -453085.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -453145.312500 Penalty: 4080.380615
	Iteration 22Q: 3 clusters Score -453145.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -453216.187500 Penalty: 4080.380615
	Iteration 23Q: 3 clusters Score -453216.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -453269.562500 Penalty: 4080.380615
	Iteration 24Q: 3 clusters Score -453269.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -453327.406250 Penalty: 4080.380615
	Iteration 25Q: 3 clusters Score -453327.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -453378.968750 Penalty: 4080.380615
	Iteration 26Q: 3 clusters Score -453379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -453404.125000 Penalty: 4080.380615
	Iteration 27Q: 3 clusters Score -453404.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -453423.500000 Penalty: 4080.380615
	Iteration 28Q: 3 clusters Score -453423.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -453446.718750 Penalty: 4080.380615
	Iteration 29Q: 3 clusters Score -453446.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -453465.906250 Penalty: 4080.380615
	Iteration 30Q: 3 clusters Score -453465.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -453483.781250 Penalty: 4080.380615
	Iteration 31Q: 3 clusters Score -453483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -453496.250000 Penalty: 4080.380615
	Iteration 32Q: 3 clusters Score -453496.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -453507.125000 Penalty: 4080.380615
	Iteration 33Q: 3 clusters Score -453507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -453518.750000 Penalty: 4080.380615
	Iteration 34Q: 3 clusters Score -453518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -453523.750000 Penalty: 4080.380615
	Iteration 35Q: 3 clusters Score -453523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -453530.625000 Penalty: 4080.380615
	Iteration 36Q: 3 clusters Score -453530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -453536.531250 Penalty: 4080.380615
	Iteration 37Q: 3 clusters Score -453536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -453543.343750 Penalty: 4080.380615
	Iteration 38Q: 3 clusters Score -453543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -453544.968750 Penalty: 4080.380615
	Iteration 39Q: 3 clusters Score -453545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -453550.406250 Penalty: 4080.380615
	Iteration 40F: 3 clusters Score -453550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -453554.343750 Penalty: 4080.380615
	Iteration 41Q: 3 clusters Score -453554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -453560.906250 Penalty: 4080.380615
	Iteration 42Q: 3 clusters Score -453560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -453565.375000 Penalty: 4080.380615
	Iteration 43Q: 3 clusters Score -453565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -453565.375000 Penalty: 4080.380615
	Iteration 44F: 3 clusters Score -453565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75602.382812 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75602.38 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75890.265625 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75890.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76022.921875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -76022.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76075.601562 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -76075.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76119.140625 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -76119.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76171.500000 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76171.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76196.367188 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76196.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76210.171875 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76210.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76223.406250 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76223.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76231.000000 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76231.000000 Penalty: 3229.825684
	Iteration 10F: 3 clusters Score -76231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55802.058594 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55802.06 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56053.941406 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56053.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56154.527344 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56154.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56201.949219 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56201.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56228.945312 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56228.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56250.546875 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56250.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56266.484375 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56266.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56296.902344 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56316.863281 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56316.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56351.363281 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56351.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56399.160156 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56399.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56444.074219 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56444.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56483.308594 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56483.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56504.085938 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -56504.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56512.289062 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -56512.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56519.886719 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -56519.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56523.593750 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -56523.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56525.027344 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -56525.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56525.027344 Penalty: 3131.519775
	Iteration 18F: 3 clusters Score -56525.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9029.250000 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -9029.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9093.598633 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -9093.599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9093.598633 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -9093.599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 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 380 members 
Entering Unmasked Estep 
Score: -80202.367188 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80202.37 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80533.312500 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80533.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80737.695312 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80737.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80942.390625 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -80942.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81205.328125 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81205.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81642.703125 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -81642.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82110.109375 Penalty: 3292.729736
	Iteration 6F: 3 clusters Score -82110.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82284.304688 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -82284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82345.656250 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82345.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -82359.523438 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82359.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82380.085938 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82380.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82432.960938 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -82432.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82575.406250 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -82575.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82652.414062 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -82652.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82659.390625 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -82659.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82659.390625 Penalty: 3292.729736
	Iteration 15F: 3 clusters Score -82659.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173290 members 
Mstep: Class 4 contains 223855 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174339 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56433 members 
Mstep: Class 11 contains 36215 members 
Mstep: Class 12 contains 216131 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683904.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684880.000000 to -149683904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67001.546875 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67001.55 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67299.203125 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67299.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67481.687500 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67481.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67633.796875 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -67633.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67739.804688 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67739.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67846.851562 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67846.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67908.890625 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67908.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67944.671875 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67944.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67983.257812 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67983.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68056.906250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -68056.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68187.445312 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -68187.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68343.554688 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -68343.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68358.898438 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68364.148438 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68364.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68369.171875 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -68369.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68369.171875 Penalty: 3192.330566
	Iteration 15F: 3 clusters Score -68369.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173290 members 
Mstep: Class 4 contains 223855 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174339 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56433 members 
Mstep: Class 11 contains 36215 members 
Mstep: Class 12 contains 216131 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 359Q: 19 clusters Score -1.496849e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173289 members 
Mstep: Class 4 contains 223843 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174339 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49413 members 
Mstep: Class 10 contains 56431 members 
Mstep: Class 11 contains 36218 members 
Mstep: Class 12 contains 216144 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685040.000000 Penalty: 62449.558594
Iteration 360F: 19 clusters Score -1.49685e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184124 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173293 members 
Mstep: Class 4 contains 223830 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174334 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49412 members 
Mstep: Class 10 contains 56427 members 
Mstep: Class 11 contains 36219 members 
Mstep: Class 12 contains 216155 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 361Q: 19 clusters Score -1.49685e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173298 members 
Mstep: Class 4 contains 223830 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174332 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49413 members 
Mstep: Class 10 contains 56422 members 
Mstep: Class 11 contains 36220 members 
Mstep: Class 12 contains 216152 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 362Q: 19 clusters Score -1.49685e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184133 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173296 members 
Mstep: Class 4 contains 223833 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174331 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49416 members 
Mstep: Class 10 contains 56410 members 
Mstep: Class 11 contains 36221 members 
Mstep: Class 12 contains 216154 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 363Q: 19 clusters Score -1.49685e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173295 members 
Mstep: Class 4 contains 223840 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174330 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56403 members 
Mstep: Class 11 contains 36221 members 
Mstep: Class 12 contains 216147 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685040.000000 Penalty: 62449.558594
Iteration 364Q: 19 clusters Score -1.49685e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173287 members 
Mstep: Class 4 contains 223839 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174332 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49423 members 
Mstep: Class 10 contains 56398 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 216151 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685120.000000 Penalty: 62449.558594
Iteration 365Q: 19 clusters Score -1.496851e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184129 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173285 members 
Mstep: Class 4 contains 223835 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174331 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 56395 members 
Mstep: Class 11 contains 36229 members 
Mstep: Class 12 contains 216160 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685088.000000 Penalty: 62449.558594
Iteration 366Q: 19 clusters Score -1.496851e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184124 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173283 members 
Mstep: Class 4 contains 223833 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 174326 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 56394 members 
Mstep: Class 11 contains 36234 members 
Mstep: Class 12 contains 216169 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685040.000000 Penalty: 62449.558594
Iteration 367Q: 19 clusters Score -1.49685e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173279 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 174332 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56394 members 
Mstep: Class 11 contains 36244 members 
Mstep: Class 12 contains 216169 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 368Q: 19 clusters Score -1.49685e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173278 members 
Mstep: Class 4 contains 223825 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174336 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56392 members 
Mstep: Class 11 contains 36251 members 
Mstep: Class 12 contains 216169 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 369Q: 19 clusters Score -1.496849e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184114 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173271 members 
Mstep: Class 4 contains 223818 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 174341 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56390 members 
Mstep: Class 11 contains 36255 members 
Mstep: Class 12 contains 216176 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 370Q: 19 clusters Score -1.496849e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184113 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173266 members 
Mstep: Class 4 contains 223809 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56390 members 
Mstep: Class 11 contains 36260 members 
Mstep: Class 12 contains 216178 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 371Q: 19 clusters Score -1.496849e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184108 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173258 members 
Mstep: Class 4 contains 223806 members 
Mstep: Class 5 contains 62457 members 
Mstep: Class 6 contains 174357 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 56385 members 
Mstep: Class 11 contains 36262 members 
Mstep: Class 12 contains 216188 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 372Q: 19 clusters Score -1.496848e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184107 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173251 members 
Mstep: Class 4 contains 223802 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 174364 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56378 members 
Mstep: Class 11 contains 36265 members 
Mstep: Class 12 contains 216197 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 373Q: 19 clusters Score -1.496849e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173246 members 
Mstep: Class 4 contains 223796 members 
Mstep: Class 5 contains 62458 members 
Mstep: Class 6 contains 174368 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 56373 members 
Mstep: Class 11 contains 36269 members 
Mstep: Class 12 contains 216196 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 374Q: 19 clusters Score -1.496848e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173240 members 
Mstep: Class 4 contains 223790 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174379 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56372 members 
Mstep: Class 11 contains 36271 members 
Mstep: Class 12 contains 216204 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 375Q: 19 clusters Score -1.496848e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173237 members 
Mstep: Class 4 contains 223787 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174390 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56370 members 
Mstep: Class 11 contains 36275 members 
Mstep: Class 12 contains 216197 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 62449.558594
Iteration 376Q: 19 clusters Score -1.496847e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184108 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173242 members 
Mstep: Class 4 contains 223780 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174391 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 56370 members 
Mstep: Class 11 contains 36281 members 
Mstep: Class 12 contains 216198 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 377Q: 19 clusters Score -1.496848e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184106 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173243 members 
Mstep: Class 4 contains 223779 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174401 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49423 members 
Mstep: Class 10 contains 56368 members 
Mstep: Class 11 contains 36287 members 
Mstep: Class 12 contains 216190 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 378Q: 19 clusters Score -1.496848e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184109 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173241 members 
Mstep: Class 4 contains 223781 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174405 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 56365 members 
Mstep: Class 11 contains 36295 members 
Mstep: Class 12 contains 216178 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 379Q: 19 clusters Score -1.496848e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184102 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173238 members 
Mstep: Class 4 contains 223783 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174412 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56363 members 
Mstep: Class 11 contains 36302 members 
Mstep: Class 12 contains 216175 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 380F: 19 clusters Score -1.496848e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184099 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173244 members 
Mstep: Class 4 contains 223779 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174416 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56358 members 
Mstep: Class 11 contains 36305 members 
Mstep: Class 12 contains 216174 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 381Q: 19 clusters Score -1.496848e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184098 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173239 members 
Mstep: Class 4 contains 223785 members 
Mstep: Class 5 contains 62446 members 
Mstep: Class 6 contains 174419 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56355 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 216172 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 62449.558594
Iteration 382Q: 19 clusters Score -1.496849e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184088 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173234 members 
Mstep: Class 4 contains 223783 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174423 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 56353 members 
Mstep: Class 11 contains 36308 members 
Mstep: Class 12 contains 216179 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 383Q: 19 clusters Score -1.496849e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184084 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173233 members 
Mstep: Class 4 contains 223787 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174420 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49434 members 
Mstep: Class 10 contains 56349 members 
Mstep: Class 11 contains 36310 members 
Mstep: Class 12 contains 216185 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 384Q: 19 clusters Score -1.49685e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184080 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173239 members 
Mstep: Class 4 contains 223796 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174412 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 56343 members 
Mstep: Class 11 contains 36311 members 
Mstep: Class 12 contains 216186 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685056.000000 Penalty: 62449.558594
Iteration 385Q: 19 clusters Score -1.496851e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184077 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173243 members 
Mstep: Class 4 contains 223800 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174414 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49434 members 
Mstep: Class 10 contains 56341 members 
Mstep: Class 11 contains 36314 members 
Mstep: Class 12 contains 216177 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 62449.558594
Iteration 386Q: 19 clusters Score -1.49685e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184078 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173243 members 
Mstep: Class 4 contains 223806 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174412 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49436 members 
Mstep: Class 10 contains 56337 members 
Mstep: Class 11 contains 36319 members 
Mstep: Class 12 contains 216166 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684992.000000 Penalty: 62449.558594
Iteration 387Q: 19 clusters Score -1.49685e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184071 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173240 members 
Mstep: Class 4 contains 223808 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174413 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49436 members 
Mstep: Class 10 contains 56329 members 
Mstep: Class 11 contains 36326 members 
Mstep: Class 12 contains 216174 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685056.000000 Penalty: 62449.558594
Iteration 388Q: 19 clusters Score -1.496851e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 173235 members 
Mstep: Class 4 contains 223817 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174406 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49440 members 
Mstep: Class 10 contains 56324 members 
Mstep: Class 11 contains 36333 members 
Mstep: Class 12 contains 216173 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685120.000000 Penalty: 62449.558594
Iteration 389Q: 19 clusters Score -1.496851e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173234 members 
Mstep: Class 4 contains 223823 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174408 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49440 members 
Mstep: Class 10 contains 56321 members 
Mstep: Class 11 contains 36341 members 
Mstep: Class 12 contains 216174 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685168.000000 Penalty: 62449.558594
Iteration 390Q: 19 clusters Score -1.496852e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 173224 members 
Mstep: Class 4 contains 223833 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174404 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49443 members 
Mstep: Class 10 contains 56310 members 
Mstep: Class 11 contains 36354 members 
Mstep: Class 12 contains 216174 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685120.000000 Penalty: 62449.558594
Iteration 391Q: 19 clusters Score -1.496851e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173225 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62446 members 
Mstep: Class 6 contains 174401 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49442 members 
Mstep: Class 10 contains 56304 members 
Mstep: Class 11 contains 36364 members 
Mstep: Class 12 contains 216178 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 392Q: 19 clusters Score -1.49685e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184062 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173223 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174401 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49444 members 
Mstep: Class 10 contains 56296 members 
Mstep: Class 11 contains 36372 members 
Mstep: Class 12 contains 216172 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685024.000000 Penalty: 62449.558594
Iteration 393Q: 19 clusters Score -1.49685e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173227 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174390 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49443 members 
Mstep: Class 10 contains 56292 members 
Mstep: Class 11 contains 36383 members 
Mstep: Class 12 contains 216178 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 394Q: 19 clusters Score -1.49685e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173224 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174385 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49441 members 
Mstep: Class 10 contains 56288 members 
Mstep: Class 11 contains 36390 members 
Mstep: Class 12 contains 216196 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 395Q: 19 clusters Score -1.496849e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184041 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173223 members 
Mstep: Class 4 contains 223842 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174385 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49439 members 
Mstep: Class 10 contains 56282 members 
Mstep: Class 11 contains 36396 members 
Mstep: Class 12 contains 216195 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 396Q: 19 clusters Score -1.49685e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173225 members 
Mstep: Class 4 contains 223844 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174384 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49439 members 
Mstep: Class 10 contains 56278 members 
Mstep: Class 11 contains 36396 members 
Mstep: Class 12 contains 216190 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685056.000000 Penalty: 62449.558594
Iteration 397Q: 19 clusters Score -1.496851e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173228 members 
Mstep: Class 4 contains 223839 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174386 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49434 members 
Mstep: Class 10 contains 56275 members 
Mstep: Class 11 contains 36397 members 
Mstep: Class 12 contains 216194 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685072.000000 Penalty: 62449.558594
Iteration 398Q: 19 clusters Score -1.496851e+08 nChanged 98
Entering ConstructFrom: 
Score: -149685072.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (184040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184040 members 
Entering Unmasked Estep 
Score: -23564632.000000 Penalty: 3006.481445
	Iteration 0F: 2 clusters Score -2.356463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -23444020.000000 Penalty: 6012.962891
	Iteration 0F: 3 clusters Score -2.344402e+07 nChanged 88347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -23495960.000000 Penalty: 6012.962891
	Iteration 1F: 3 clusters Score -2.349596e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -23497350.000000 Penalty: 6012.962891
	Iteration 2Q: 3 clusters Score -2.349735e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -23499428.000000 Penalty: 6012.962891
	Iteration 3Q: 3 clusters Score -2.349943e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -23502412.000000 Penalty: 6012.962891
	Iteration 4Q: 3 clusters Score -2.350241e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -23507722.000000 Penalty: 6012.962891
	Iteration 5F: 3 clusters Score -2.350772e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132347 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -23517534.000000 Penalty: 6012.962891
	Iteration 6F: 3 clusters Score -2.351753e+07 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -23530816.000000 Penalty: 6012.962891
	Iteration 7F: 3 clusters Score -2.353082e+07 nChanged 13542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -23543922.000000 Penalty: 6012.962891
	Iteration 8F: 3 clusters Score -2.354392e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -23552560.000000 Penalty: 6012.962891
	Iteration 9F: 3 clusters Score -2.355256e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175470 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -23557396.000000 Penalty: 6012.962891
	Iteration 10Q: 3 clusters Score -2.35574e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -23559652.000000 Penalty: 6012.962891
	Iteration 11Q: 3 clusters Score -2.355965e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180357 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23560628.000000 Penalty: 6012.962891
	Iteration 12Q: 3 clusters Score -2.356063e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181352 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23561270.000000 Penalty: 6012.962891
	Iteration 13Q: 3 clusters Score -2.356127e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181928 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23561652.000000 Penalty: 6012.962891
	Iteration 14Q: 3 clusters Score -2.356165e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182288 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23561918.000000 Penalty: 6012.962891
	Iteration 15Q: 3 clusters Score -2.356192e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182497 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -23562036.000000 Penalty: 6012.962891
	Iteration 16Q: 3 clusters Score -2.356204e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -23562076.000000 Penalty: 6012.962891
	Iteration 17Q: 3 clusters Score -2.356208e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182726 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23562100.000000 Penalty: 6012.962891
	Iteration 18Q: 3 clusters Score -2.35621e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182791 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23562188.000000 Penalty: 6012.962891
	Iteration 19Q: 3 clusters Score -2.356219e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182844 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -23562222.000000 Penalty: 6012.962891
	Iteration 20F: 3 clusters Score -2.356222e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -23562292.000000 Penalty: 6012.962891
	Iteration 21Q: 3 clusters Score -2.356229e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -23562262.000000 Penalty: 6012.962891
	Iteration 22Q: 3 clusters Score -2.356226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182941 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23562298.000000 Penalty: 6012.962891
	Iteration 23Q: 3 clusters Score -2.35623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -23562326.000000 Penalty: 6012.962891
	Iteration 24Q: 3 clusters Score -2.356233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182988 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23562330.000000 Penalty: 6012.962891
	Iteration 25Q: 3 clusters Score -2.356233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182994 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23562356.000000 Penalty: 6012.962891
	Iteration 26Q: 3 clusters Score -2.356236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183000 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23562366.000000 Penalty: 6012.962891
	Iteration 27Q: 3 clusters Score -2.356237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183013 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23562364.000000 Penalty: 6012.962891
	Iteration 28Q: 3 clusters Score -2.356236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183021 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23562362.000000 Penalty: 6012.962891
	Iteration 29Q: 3 clusters Score -2.356236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -23562358.000000 Penalty: 6012.962891
	Iteration 30Q: 3 clusters Score -2.356236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183039 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23562366.000000 Penalty: 6012.962891
	Iteration 31Q: 3 clusters Score -2.356237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -23562348.000000 Penalty: 6012.962891
	Iteration 32Q: 3 clusters Score -2.356235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23562374.000000 Penalty: 6012.962891
	Iteration 33Q: 3 clusters Score -2.356237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183055 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23562378.000000 Penalty: 6012.962891
	Iteration 34Q: 3 clusters Score -2.356238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183059 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23562380.000000 Penalty: 6012.962891
	Iteration 35Q: 3 clusters Score -2.356238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183064 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23562402.000000 Penalty: 6012.962891
	Iteration 36Q: 3 clusters Score -2.35624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183063 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -23562400.000000 Penalty: 6012.962891
	Iteration 37Q: 3 clusters Score -2.35624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23562402.000000 Penalty: 6012.962891
	Iteration 38Q: 3 clusters Score -2.35624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183060 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23562404.000000 Penalty: 6012.962891
	Iteration 39Q: 3 clusters Score -2.35624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23562406.000000 Penalty: 6012.962891
	Iteration 40F: 3 clusters Score -2.356241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -23562388.000000 Penalty: 6012.962891
	Iteration 41Q: 3 clusters Score -2.356239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -23562380.000000 Penalty: 6012.962891
	Iteration 42Q: 3 clusters Score -2.356238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -23562384.000000 Penalty: 6012.962891
	Iteration 43Q: 3 clusters Score -2.356238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23562394.000000 Penalty: 6012.962891
	Iteration 44Q: 3 clusters Score -2.356239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23562382.000000 Penalty: 6012.962891
	Iteration 45Q: 3 clusters Score -2.356238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183077 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -23562394.000000 Penalty: 6012.962891
	Iteration 46Q: 3 clusters Score -2.356239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -23562412.000000 Penalty: 6012.962891
	Iteration 47Q: 3 clusters Score -2.356241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23562406.000000 Penalty: 6012.962891
	Iteration 48Q: 3 clusters Score -2.356241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -23562414.000000 Penalty: 6012.962891
	Iteration 49Q: 3 clusters Score -2.356241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -23562432.000000 Penalty: 6012.962891
	Iteration 50Q: 3 clusters Score -2.356243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23562422.000000 Penalty: 6012.962891
	Iteration 51Q: 3 clusters Score -2.356242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23562428.000000 Penalty: 6012.962891
	Iteration 52Q: 3 clusters Score -2.356243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -23562418.000000 Penalty: 6012.962891
	Iteration 53Q: 3 clusters Score -2.356242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -23562412.000000 Penalty: 6012.962891
	Iteration 54Q: 3 clusters Score -2.356241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23562416.000000 Penalty: 6012.962891
	Iteration 55Q: 3 clusters Score -2.356242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23562424.000000 Penalty: 6012.962891
	Iteration 56Q: 3 clusters Score -2.356242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23562424.000000 Penalty: 6012.962891
	Iteration 57F: 3 clusters Score -2.356242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -545240.875000 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -545240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -541110.937500 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -541110.9 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -542050.687500 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -542050.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -542246.437500 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -542246.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -542373.187500 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -542373.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -542457.000000 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -542457 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -542502.625000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -542502.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -542534.937500 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -542534.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -542564.125000 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -542564.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -542589.937500 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -542589.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -542606.187500 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -542606.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -542624.437500 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -542624.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -542643.250000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -542643.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -542657.062500 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -542657.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -542666.187500 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -542666.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -542675.687500 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -542675.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -542685.187500 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -542685.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -542696.500000 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -542696.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -542705.750000 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -542705.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -542717.125000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -542717.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -542731.500000 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -542731.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -542740.750000 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -542740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -542748.250000 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -542748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -542754.625000 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -542754.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -542761.000000 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -542761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -542766.000000 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -542766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -542771.000000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -542771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -542776.375000 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -542776.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -542783.375000 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -542783.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -542790.437500 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -542790.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -542798.500000 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -542798.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -542805.625000 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -542805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -542814.562500 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -542814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -542821.437500 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -542821.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -542829.812500 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -542829.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -542838.062500 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -542838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -542844.125000 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -542844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -542849.062500 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -542849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -542853.750000 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -542853.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -542860.750000 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -542860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -542869.250000 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -542869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -542874.125000 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -542874.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -542878.062500 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -542878.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -542883.750000 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -542883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -542888.687500 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -542888.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -542890.500000 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -542890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -542892.812500 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -542892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -542895.312500 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -542895.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -542899.937500 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -542899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -542903.187500 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -542903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -542906.750000 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -542906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -542913.187500 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -542913.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -542915.312500 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -542915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -542918.000000 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -542918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -542920.937500 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -542920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -542924.750000 Penalty: 4157.274902
	Iteration 54Q: 3 clusters Score -542924.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -542932.375000 Penalty: 4157.274902
	Iteration 55Q: 3 clusters Score -542932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -542936.500000 Penalty: 4157.274902
	Iteration 56Q: 3 clusters Score -542936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -542942.812500 Penalty: 4157.274902
	Iteration 57Q: 3 clusters Score -542942.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -542955.312500 Penalty: 4157.274902
	Iteration 58Q: 3 clusters Score -542955.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -542964.687500 Penalty: 4157.274902
	Iteration 59Q: 3 clusters Score -542964.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -542972.312500 Penalty: 4157.274902
	Iteration 60F: 3 clusters Score -542972.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -542979.250000 Penalty: 4157.274902
	Iteration 61Q: 3 clusters Score -542979.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -542985.437500 Penalty: 4157.274902
	Iteration 62Q: 3 clusters Score -542985.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -542992.875000 Penalty: 4157.274902
	Iteration 63Q: 3 clusters Score -542992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -543005.687500 Penalty: 4157.274902
	Iteration 64Q: 3 clusters Score -543005.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -543020.375000 Penalty: 4157.274902
	Iteration 65Q: 3 clusters Score -543020.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -543035.875000 Penalty: 4157.274902
	Iteration 66Q: 3 clusters Score -543035.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -543052.312500 Penalty: 4157.274902
	Iteration 67Q: 3 clusters Score -543052.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -543069.187500 Penalty: 4157.274902
	Iteration 68Q: 3 clusters Score -543069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -543090.500000 Penalty: 4157.274902
	Iteration 69Q: 3 clusters Score -543090.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -543112.812500 Penalty: 4157.274902
	Iteration 70Q: 3 clusters Score -543112.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -543139.000000 Penalty: 4157.274902
	Iteration 71Q: 3 clusters Score -543139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -543158.750000 Penalty: 4157.274902
	Iteration 72Q: 3 clusters Score -543158.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -543181.062500 Penalty: 4157.274902
	Iteration 73Q: 3 clusters Score -543181.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -543202.000000 Penalty: 4157.274902
	Iteration 74Q: 3 clusters Score -543202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -543222.000000 Penalty: 4157.274902
	Iteration 75Q: 3 clusters Score -543222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -543240.312500 Penalty: 4157.274902
	Iteration 76Q: 3 clusters Score -543240.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -543259.750000 Penalty: 4157.274902
	Iteration 77Q: 3 clusters Score -543259.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -543272.562500 Penalty: 4157.274902
	Iteration 78Q: 3 clusters Score -543272.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -543282.750000 Penalty: 4157.274902
	Iteration 79Q: 3 clusters Score -543282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -543295.437500 Penalty: 4157.274902
	Iteration 80F: 3 clusters Score -543295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -543304.562500 Penalty: 4157.274902
	Iteration 81Q: 3 clusters Score -543304.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -543313.125000 Penalty: 4157.274902
	Iteration 82Q: 3 clusters Score -543313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -543319.937500 Penalty: 4157.274902
	Iteration 83Q: 3 clusters Score -543319.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -543330.312500 Penalty: 4157.274902
	Iteration 84Q: 3 clusters Score -543330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -543335.062500 Penalty: 4157.274902
	Iteration 85Q: 3 clusters Score -543335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -543337.750000 Penalty: 4157.274902
	Iteration 86Q: 3 clusters Score -543337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -543344.375000 Penalty: 4157.274902
	Iteration 87Q: 3 clusters Score -543344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -543354.187500 Penalty: 4157.274902
	Iteration 88Q: 3 clusters Score -543354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -543360.937500 Penalty: 4157.274902
	Iteration 89Q: 3 clusters Score -543360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -543366.125000 Penalty: 4157.274902
	Iteration 90Q: 3 clusters Score -543366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -543369.125000 Penalty: 4157.274902
	Iteration 91Q: 3 clusters Score -543369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -543375.125000 Penalty: 4157.274902
	Iteration 92Q: 3 clusters Score -543375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -543382.937500 Penalty: 4157.274902
	Iteration 93Q: 3 clusters Score -543382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -543388.875000 Penalty: 4157.274902
	Iteration 94Q: 3 clusters Score -543388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -543397.750000 Penalty: 4157.274902
	Iteration 95Q: 3 clusters Score -543397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -543404.250000 Penalty: 4157.274902
	Iteration 96Q: 3 clusters Score -543404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -543412.000000 Penalty: 4157.274902
	Iteration 97Q: 3 clusters Score -543412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -543425.000000 Penalty: 4157.274902
	Iteration 98Q: 3 clusters Score -543425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -543433.687500 Penalty: 4157.274902
	Iteration 99Q: 3 clusters Score -543433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -543442.750000 Penalty: 4157.274902
	Iteration 100F: 3 clusters Score -543442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -543455.062500 Penalty: 4157.274902
	Iteration 101Q: 3 clusters Score -543455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -543461.750000 Penalty: 4157.274902
	Iteration 102Q: 3 clusters Score -543461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -543468.875000 Penalty: 4157.274902
	Iteration 103Q: 3 clusters Score -543468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -543472.625000 Penalty: 4157.274902
	Iteration 104Q: 3 clusters Score -543472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -543477.250000 Penalty: 4157.274902
	Iteration 105Q: 3 clusters Score -543477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -543478.125000 Penalty: 4157.274902
	Iteration 106Q: 3 clusters Score -543478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -543478.125000 Penalty: 4157.274902
	Iteration 107F: 3 clusters Score -543478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173223 members 
Entering Unmasked Estep 
Score: -22263020.000000 Penalty: 2991.458984
	Iteration 0F: 2 clusters Score -2.226302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -22148724.000000 Penalty: 5982.917969
	Iteration 0F: 3 clusters Score -2.214872e+07 nChanged 82928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -22197376.000000 Penalty: 5982.917969
	Iteration 1F: 3 clusters Score -2.219738e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -22198338.000000 Penalty: 5982.917969
	Iteration 2Q: 3 clusters Score -2.219834e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -22199366.000000 Penalty: 5982.917969
	Iteration 3Q: 3 clusters Score -2.219937e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -22200808.000000 Penalty: 5982.917969
	Iteration 4Q: 3 clusters Score -2.220081e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -22202654.000000 Penalty: 5982.917969
	Iteration 5Q: 3 clusters Score -2.220265e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -22205198.000000 Penalty: 5982.917969
	Iteration 6Q: 3 clusters Score -2.22052e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -22208830.000000 Penalty: 5982.917969
	Iteration 7Q: 3 clusters Score -2.220883e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -22214992.000000 Penalty: 5982.917969
	Iteration 8F: 3 clusters Score -2.221499e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 92909 members 
Entering Unmasked Estep 
Score: -22223588.000000 Penalty: 5982.917969
	Iteration 9F: 3 clusters Score -2.222359e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -22232108.000000 Penalty: 5982.917969
	Iteration 10F: 3 clusters Score -2.223211e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -22237716.000000 Penalty: 5982.917969
	Iteration 11F: 3 clusters Score -2.223772e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 97627 members 
Entering Unmasked Estep 
Score: -22240428.000000 Penalty: 5982.917969
	Iteration 12Q: 3 clusters Score -2.224043e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -22242170.000000 Penalty: 5982.917969
	Iteration 13Q: 3 clusters Score -2.224217e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -22243358.000000 Penalty: 5982.917969
	Iteration 14Q: 3 clusters Score -2.224336e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -22244490.000000 Penalty: 5982.917969
	Iteration 15Q: 3 clusters Score -2.224449e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 101450 members 
Entering Unmasked Estep 
Score: -22245238.000000 Penalty: 5982.917969
	Iteration 16Q: 3 clusters Score -2.224524e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 101921 members 
Entering Unmasked Estep 
Score: -22246012.000000 Penalty: 5982.917969
	Iteration 17Q: 3 clusters Score -2.224601e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -22246552.000000 Penalty: 5982.917969
	Iteration 18Q: 3 clusters Score -2.224655e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -22246866.000000 Penalty: 5982.917969
	Iteration 19Q: 3 clusters Score -2.224687e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -22247134.000000 Penalty: 5982.917969
	Iteration 20F: 3 clusters Score -2.224713e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 102583 members 
Entering Unmasked Estep 
Score: -22247410.000000 Penalty: 5982.917969
	Iteration 21Q: 3 clusters Score -2.224741e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 102517 members 
Entering Unmasked Estep 
Score: -22247608.000000 Penalty: 5982.917969
	Iteration 22Q: 3 clusters Score -2.224761e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -22247724.000000 Penalty: 5982.917969
	Iteration 23Q: 3 clusters Score -2.224772e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -22247886.000000 Penalty: 5982.917969
	Iteration 24Q: 3 clusters Score -2.224789e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 101713 members 
Entering Unmasked Estep 
Score: -22247982.000000 Penalty: 5982.917969
	Iteration 25Q: 3 clusters Score -2.224798e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -22248060.000000 Penalty: 5982.917969
	Iteration 26Q: 3 clusters Score -2.224806e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -22248058.000000 Penalty: 5982.917969
	Iteration 27Q: 3 clusters Score -2.224806e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -22248076.000000 Penalty: 5982.917969
	Iteration 28Q: 3 clusters Score -2.224808e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -22248184.000000 Penalty: 5982.917969
	Iteration 29Q: 3 clusters Score -2.224818e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -22248314.000000 Penalty: 5982.917969
	Iteration 30Q: 3 clusters Score -2.224831e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -22248392.000000 Penalty: 5982.917969
	Iteration 31Q: 3 clusters Score -2.224839e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -22248528.000000 Penalty: 5982.917969
	Iteration 32Q: 3 clusters Score -2.224853e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -22248602.000000 Penalty: 5982.917969
	Iteration 33Q: 3 clusters Score -2.22486e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -22248864.000000 Penalty: 5982.917969
	Iteration 34Q: 3 clusters Score -2.224886e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -22249088.000000 Penalty: 5982.917969
	Iteration 35Q: 3 clusters Score -2.224909e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -22249534.000000 Penalty: 5982.917969
	Iteration 36Q: 3 clusters Score -2.224953e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -22250266.000000 Penalty: 5982.917969
	Iteration 37Q: 3 clusters Score -2.225027e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -22251362.000000 Penalty: 5982.917969
	Iteration 38Q: 3 clusters Score -2.225136e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 86877 members 
Entering Unmasked Estep 
Score: -22252682.000000 Penalty: 5982.917969
	Iteration 39Q: 3 clusters Score -2.225268e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -22253970.000000 Penalty: 5982.917969
	Iteration 40F: 3 clusters Score -2.225397e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 82184 members 
Entering Unmasked Estep 
Score: -22255320.000000 Penalty: 5982.917969
	Iteration 41Q: 3 clusters Score -2.225532e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -22256210.000000 Penalty: 5982.917969
	Iteration 42Q: 3 clusters Score -2.225621e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -22256666.000000 Penalty: 5982.917969
	Iteration 43Q: 3 clusters Score -2.225667e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
Score: -22257094.000000 Penalty: 5982.917969
	Iteration 44Q: 3 clusters Score -2.225709e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -22257372.000000 Penalty: 5982.917969
	Iteration 45Q: 3 clusters Score -2.225737e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -22257596.000000 Penalty: 5982.917969
	Iteration 46Q: 3 clusters Score -2.22576e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -22257852.000000 Penalty: 5982.917969
	Iteration 47Q: 3 clusters Score -2.225785e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -22257988.000000 Penalty: 5982.917969
	Iteration 48Q: 3 clusters Score -2.225799e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -22258094.000000 Penalty: 5982.917969
	Iteration 49Q: 3 clusters Score -2.225809e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -22258158.000000 Penalty: 5982.917969
	Iteration 50Q: 3 clusters Score -2.225816e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -22258232.000000 Penalty: 5982.917969
	Iteration 51Q: 3 clusters Score -2.225823e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105541 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -22258280.000000 Penalty: 5982.917969
	Iteration 52Q: 3 clusters Score -2.225828e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -22258356.000000 Penalty: 5982.917969
	Iteration 53Q: 3 clusters Score -2.225836e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -22258438.000000 Penalty: 5982.917969
	Iteration 54Q: 3 clusters Score -2.225844e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 65615 members 
Entering Unmasked Estep 
Score: -22258446.000000 Penalty: 5982.917969
	Iteration 55Q: 3 clusters Score -2.225845e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108122 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -22258510.000000 Penalty: 5982.917969
	Iteration 56Q: 3 clusters Score -2.225851e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -22258582.000000 Penalty: 5982.917969
	Iteration 57Q: 3 clusters Score -2.225858e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109104 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -22258594.000000 Penalty: 5982.917969
	Iteration 58Q: 3 clusters Score -2.225859e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -22258620.000000 Penalty: 5982.917969
	Iteration 59Q: 3 clusters Score -2.225862e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -22258574.000000 Penalty: 5982.917969
	Iteration 60F: 3 clusters Score -2.225857e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110338 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -22258604.000000 Penalty: 5982.917969
	Iteration 61Q: 3 clusters Score -2.22586e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -22258640.000000 Penalty: 5982.917969
	Iteration 62Q: 3 clusters Score -2.225864e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -22258694.000000 Penalty: 5982.917969
	Iteration 63Q: 3 clusters Score -2.225869e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -22258782.000000 Penalty: 5982.917969
	Iteration 64Q: 3 clusters Score -2.225878e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -22258768.000000 Penalty: 5982.917969
	Iteration 65Q: 3 clusters Score -2.225877e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -22258770.000000 Penalty: 5982.917969
	Iteration 66Q: 3 clusters Score -2.225877e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -22258814.000000 Penalty: 5982.917969
	Iteration 67Q: 3 clusters Score -2.225881e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -22258856.000000 Penalty: 5982.917969
	Iteration 68Q: 3 clusters Score -2.225886e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -22258884.000000 Penalty: 5982.917969
	Iteration 69Q: 3 clusters Score -2.225888e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -22258912.000000 Penalty: 5982.917969
	Iteration 70Q: 3 clusters Score -2.225891e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -22258902.000000 Penalty: 5982.917969
	Iteration 71Q: 3 clusters Score -2.22589e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -22258920.000000 Penalty: 5982.917969
	Iteration 72Q: 3 clusters Score -2.225892e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113598 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -22258932.000000 Penalty: 5982.917969
	Iteration 73Q: 3 clusters Score -2.225893e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -22258972.000000 Penalty: 5982.917969
	Iteration 74Q: 3 clusters Score -2.225897e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -22258988.000000 Penalty: 5982.917969
	Iteration 75Q: 3 clusters Score -2.225899e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -22259004.000000 Penalty: 5982.917969
	Iteration 76Q: 3 clusters Score -2.2259e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -22258982.000000 Penalty: 5982.917969
	Iteration 77Q: 3 clusters Score -2.225898e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -22258926.000000 Penalty: 5982.917969
	Iteration 78Q: 3 clusters Score -2.225893e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114408 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -22258932.000000 Penalty: 5982.917969
	Iteration 79Q: 3 clusters Score -2.225893e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -22258938.000000 Penalty: 5982.917969
	Iteration 80F: 3 clusters Score -2.225894e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114681 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -22258922.000000 Penalty: 5982.917969
	Iteration 81Q: 3 clusters Score -2.225892e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -22258964.000000 Penalty: 5982.917969
	Iteration 82Q: 3 clusters Score -2.225896e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -22258980.000000 Penalty: 5982.917969
	Iteration 83Q: 3 clusters Score -2.225898e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -22259024.000000 Penalty: 5982.917969
	Iteration 84Q: 3 clusters Score -2.225902e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115204 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -22259050.000000 Penalty: 5982.917969
	Iteration 85Q: 3 clusters Score -2.225905e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -22259040.000000 Penalty: 5982.917969
	Iteration 86Q: 3 clusters Score -2.225904e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -22259068.000000 Penalty: 5982.917969
	Iteration 87Q: 3 clusters Score -2.225907e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115579 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -22259072.000000 Penalty: 5982.917969
	Iteration 88Q: 3 clusters Score -2.225907e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115703 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -22259084.000000 Penalty: 5982.917969
	Iteration 89Q: 3 clusters Score -2.225908e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115828 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -22259100.000000 Penalty: 5982.917969
	Iteration 90Q: 3 clusters Score -2.22591e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -22259092.000000 Penalty: 5982.917969
	Iteration 91Q: 3 clusters Score -2.225909e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116118 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -22259110.000000 Penalty: 5982.917969
	Iteration 92Q: 3 clusters Score -2.225911e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -22259088.000000 Penalty: 5982.917969
	Iteration 93Q: 3 clusters Score -2.225909e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -22259070.000000 Penalty: 5982.917969
	Iteration 94Q: 3 clusters Score -2.225907e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -22259052.000000 Penalty: 5982.917969
	Iteration 95Q: 3 clusters Score -2.225905e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -22259060.000000 Penalty: 5982.917969
	Iteration 96Q: 3 clusters Score -2.225906e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116662 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -22259106.000000 Penalty: 5982.917969
	Iteration 97Q: 3 clusters Score -2.225911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -22259094.000000 Penalty: 5982.917969
	Iteration 98Q: 3 clusters Score -2.225909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -22259072.000000 Penalty: 5982.917969
	Iteration 99Q: 3 clusters Score -2.225907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -22259074.000000 Penalty: 5982.917969
	Iteration 100F: 3 clusters Score -2.225907e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116849 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -22259050.000000 Penalty: 5982.917969
	Iteration 101Q: 3 clusters Score -2.225905e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -22259066.000000 Penalty: 5982.917969
	Iteration 102Q: 3 clusters Score -2.225907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116907 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -22259052.000000 Penalty: 5982.917969
	Iteration 103Q: 3 clusters Score -2.225905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -22259034.000000 Penalty: 5982.917969
	Iteration 104Q: 3 clusters Score -2.225903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -22259048.000000 Penalty: 5982.917969
	Iteration 105Q: 3 clusters Score -2.225905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116970 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -22259048.000000 Penalty: 5982.917969
	Iteration 106Q: 3 clusters Score -2.225905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -22259030.000000 Penalty: 5982.917969
	Iteration 107Q: 3 clusters Score -2.225903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -22259048.000000 Penalty: 5982.917969
	Iteration 108Q: 3 clusters Score -2.225905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -22259048.000000 Penalty: 5982.917969
	Iteration 109Q: 3 clusters Score -2.225905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117016 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -22259046.000000 Penalty: 5982.917969
	Iteration 110Q: 3 clusters Score -2.225905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -22259050.000000 Penalty: 5982.917969
	Iteration 111Q: 3 clusters Score -2.225905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -22259034.000000 Penalty: 5982.917969
	Iteration 112Q: 3 clusters Score -2.225903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -22259040.000000 Penalty: 5982.917969
	Iteration 113Q: 3 clusters Score -2.225904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -22259052.000000 Penalty: 5982.917969
	Iteration 114Q: 3 clusters Score -2.225905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -22259044.000000 Penalty: 5982.917969
	Iteration 115Q: 3 clusters Score -2.225904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117038 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -22259046.000000 Penalty: 5982.917969
	Iteration 116Q: 3 clusters Score -2.225905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -22259050.000000 Penalty: 5982.917969
	Iteration 117Q: 3 clusters Score -2.225905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -22259050.000000 Penalty: 5982.917969
	Iteration 118F: 3 clusters Score -2.225905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223831 members 
Entering Unmasked Estep 
Score: -28637572.000000 Penalty: 3055.024414
	Iteration 0F: 2 clusters Score -2.863757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -28496760.000000 Penalty: 6110.048828
	Iteration 0F: 3 clusters Score -2.849676e+07 nChanged 107822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116363 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -28559292.000000 Penalty: 6110.048828
	Iteration 1F: 3 clusters Score -2.855929e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -28560374.000000 Penalty: 6110.048828
	Iteration 2Q: 3 clusters Score -2.856037e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123925 members 
Mstep: Class 2 contains 99906 members 
Entering Unmasked Estep 
Score: -28562008.000000 Penalty: 6110.048828
	Iteration 3Q: 3 clusters Score -2.856201e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -28564752.000000 Penalty: 6110.048828
	Iteration 4Q: 3 clusters Score -2.856475e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141256 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -28569962.000000 Penalty: 6110.048828
	Iteration 5Q: 3 clusters Score -2.856996e+07 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -28579302.000000 Penalty: 6110.048828
	Iteration 6F: 3 clusters Score -2.85793e+07 nChanged 19127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175047 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -28595300.000000 Penalty: 6110.048828
	Iteration 7F: 3 clusters Score -2.85953e+07 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195752 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -28614228.000000 Penalty: 6110.048828
	Iteration 8F: 3 clusters Score -2.861423e+07 nChanged 17035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212787 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -28627744.000000 Penalty: 6110.048828
	Iteration 9F: 3 clusters Score -2.862774e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220856 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -28633096.000000 Penalty: 6110.048828
	Iteration 10Q: 3 clusters Score -2.86331e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223085 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -28634348.000000 Penalty: 6110.048828
	Iteration 11Q: 3 clusters Score -2.863435e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28634742.000000 Penalty: 6110.048828
	Iteration 12Q: 3 clusters Score -2.863474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223622 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28634818.000000 Penalty: 6110.048828
	Iteration 13Q: 3 clusters Score -2.863482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223644 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28634862.000000 Penalty: 6110.048828
	Iteration 14Q: 3 clusters Score -2.863486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223653 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28634892.000000 Penalty: 6110.048828
	Iteration 15Q: 3 clusters Score -2.863489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223659 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28634904.000000 Penalty: 6110.048828
	Iteration 16Q: 3 clusters Score -2.86349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223663 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28634912.000000 Penalty: 6110.048828
	Iteration 17Q: 3 clusters Score -2.863491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223665 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28634918.000000 Penalty: 6110.048828
	Iteration 18Q: 3 clusters Score -2.863492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223667 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28634910.000000 Penalty: 6110.048828
	Iteration 19Q: 3 clusters Score -2.863491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223669 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28634922.000000 Penalty: 6110.048828
	Iteration 20F: 3 clusters Score -2.863492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223668 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28634956.000000 Penalty: 6110.048828
	Iteration 21Q: 3 clusters Score -2.863496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223668 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28634956.000000 Penalty: 6110.048828
	Iteration 22F: 3 clusters Score -2.863496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Entering Unmasked Estep 
Score: -7769561.500000 Penalty: 2738.469971
	Iteration 0F: 2 clusters Score -7769562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -7727690.000000 Penalty: 5476.939941
	Iteration 0F: 3 clusters Score -7727690 nChanged 29068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -7743924.500000 Penalty: 5476.939941
	Iteration 1F: 3 clusters Score -7743924 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -7744490.500000 Penalty: 5476.939941
	Iteration 2Q: 3 clusters Score -7744490 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -7744976.500000 Penalty: 5476.939941
	Iteration 3Q: 3 clusters Score -7744976 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7745628.000000 Penalty: 5476.939941
	Iteration 4Q: 3 clusters Score -7745628 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -7746549.500000 Penalty: 5476.939941
	Iteration 5Q: 3 clusters Score -7746550 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -7748133.500000 Penalty: 5476.939941
	Iteration 6F: 3 clusters Score -7748134 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -7750944.500000 Penalty: 5476.939941
	Iteration 7F: 3 clusters Score -7750944 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -7755267.000000 Penalty: 5476.939941
	Iteration 8F: 3 clusters Score -7755267 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -7760408.500000 Penalty: 5476.939941
	Iteration 9F: 3 clusters Score -7760408 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7764319.000000 Penalty: 5476.939941
	Iteration 10F: 3 clusters Score -7764319 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7766205.500000 Penalty: 5476.939941
	Iteration 11Q: 3 clusters Score -7766206 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7766801.000000 Penalty: 5476.939941
	Iteration 12Q: 3 clusters Score -7766801 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7766998.500000 Penalty: 5476.939941
	Iteration 13Q: 3 clusters Score -7766998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7767065.500000 Penalty: 5476.939941
	Iteration 14Q: 3 clusters Score -7767066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7767114.000000 Penalty: 5476.939941
	Iteration 15Q: 3 clusters Score -7767114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7767153.000000 Penalty: 5476.939941
	Iteration 16Q: 3 clusters Score -7767153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7767154.500000 Penalty: 5476.939941
	Iteration 17Q: 3 clusters Score -7767154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7767167.000000 Penalty: 5476.939941
	Iteration 18Q: 3 clusters Score -7767167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7767167.000000 Penalty: 5476.939941
	Iteration 19Q: 3 clusters Score -7767167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7767162.000000 Penalty: 5476.939941
	Iteration 20F: 3 clusters Score -7767162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7767176.000000 Penalty: 5476.939941
	Iteration 21Q: 3 clusters Score -7767176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7767176.500000 Penalty: 5476.939941
	Iteration 22Q: 3 clusters Score -7767176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7767184.500000 Penalty: 5476.939941
	Iteration 23Q: 3 clusters Score -7767184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7767182.500000 Penalty: 5476.939941
	Iteration 24Q: 3 clusters Score -7767182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7767182.500000 Penalty: 5476.939941
	Iteration 25F: 3 clusters Score -7767182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174380 members 
Entering Unmasked Estep 
Score: -22330998.000000 Penalty: 2993.109863
	Iteration 0F: 2 clusters Score -2.2331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -22215572.000000 Penalty: 5986.219727
	Iteration 0F: 3 clusters Score -2.221557e+07 nChanged 83525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -22264250.000000 Penalty: 5986.219727
	Iteration 1F: 3 clusters Score -2.226425e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -22265278.000000 Penalty: 5986.219727
	Iteration 2Q: 3 clusters Score -2.226528e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -22266652.000000 Penalty: 5986.219727
	Iteration 3Q: 3 clusters Score -2.226665e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -22268306.000000 Penalty: 5986.219727
	Iteration 4Q: 3 clusters Score -2.226831e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -22270692.000000 Penalty: 5986.219727
	Iteration 5Q: 3 clusters Score -2.227069e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93147 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -22273490.000000 Penalty: 5986.219727
	Iteration 6Q: 3 clusters Score -2.227349e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -22276844.000000 Penalty: 5986.219727
	Iteration 7Q: 3 clusters Score -2.227684e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -22280876.000000 Penalty: 5986.219727
	Iteration 8Q: 3 clusters Score -2.228088e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98144 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -22285372.000000 Penalty: 5986.219727
	Iteration 9F: 3 clusters Score -2.228537e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -22290080.000000 Penalty: 5986.219727
	Iteration 10F: 3 clusters Score -2.229008e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -22295308.000000 Penalty: 5986.219727
	Iteration 11F: 3 clusters Score -2.229531e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -22299916.000000 Penalty: 5986.219727
	Iteration 12Q: 3 clusters Score -2.229992e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -22303214.000000 Penalty: 5986.219727
	Iteration 13Q: 3 clusters Score -2.230321e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97064 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -22305006.000000 Penalty: 5986.219727
	Iteration 14Q: 3 clusters Score -2.230501e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -22306026.000000 Penalty: 5986.219727
	Iteration 15Q: 3 clusters Score -2.230603e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -22306488.000000 Penalty: 5986.219727
	Iteration 16Q: 3 clusters Score -2.230649e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -22306876.000000 Penalty: 5986.219727
	Iteration 17Q: 3 clusters Score -2.230688e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -22307322.000000 Penalty: 5986.219727
	Iteration 18Q: 3 clusters Score -2.230732e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -22307584.000000 Penalty: 5986.219727
	Iteration 19Q: 3 clusters Score -2.230758e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -22308208.000000 Penalty: 5986.219727
	Iteration 20F: 3 clusters Score -2.230821e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -22308682.000000 Penalty: 5986.219727
	Iteration 21Q: 3 clusters Score -2.230868e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -22309040.000000 Penalty: 5986.219727
	Iteration 22Q: 3 clusters Score -2.230904e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 88594 members 
Entering Unmasked Estep 
Score: -22309442.000000 Penalty: 5986.219727
	Iteration 23Q: 3 clusters Score -2.230944e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -22309998.000000 Penalty: 5986.219727
	Iteration 24Q: 3 clusters Score -2.231e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -22310318.000000 Penalty: 5986.219727
	Iteration 25Q: 3 clusters Score -2.231032e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -22310642.000000 Penalty: 5986.219727
	Iteration 26Q: 3 clusters Score -2.231064e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -22311032.000000 Penalty: 5986.219727
	Iteration 27Q: 3 clusters Score -2.231103e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -22311486.000000 Penalty: 5986.219727
	Iteration 28Q: 3 clusters Score -2.231149e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -22311880.000000 Penalty: 5986.219727
	Iteration 29Q: 3 clusters Score -2.231188e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -22312400.000000 Penalty: 5986.219727
	Iteration 30Q: 3 clusters Score -2.23124e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -22312696.000000 Penalty: 5986.219727
	Iteration 31Q: 3 clusters Score -2.23127e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -22313062.000000 Penalty: 5986.219727
	Iteration 32Q: 3 clusters Score -2.231306e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -22313738.000000 Penalty: 5986.219727
	Iteration 33Q: 3 clusters Score -2.231374e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -22314374.000000 Penalty: 5986.219727
	Iteration 34Q: 3 clusters Score -2.231437e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -22314912.000000 Penalty: 5986.219727
	Iteration 35Q: 3 clusters Score -2.231491e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -22315354.000000 Penalty: 5986.219727
	Iteration 36Q: 3 clusters Score -2.231535e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -22315796.000000 Penalty: 5986.219727
	Iteration 37Q: 3 clusters Score -2.23158e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -22316336.000000 Penalty: 5986.219727
	Iteration 38Q: 3 clusters Score -2.231634e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -22317000.000000 Penalty: 5986.219727
	Iteration 39Q: 3 clusters Score -2.2317e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 127746 members 
Entering Unmasked Estep 
Score: -22317512.000000 Penalty: 5986.219727
	Iteration 40F: 3 clusters Score -2.231751e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -22318250.000000 Penalty: 5986.219727
	Iteration 41Q: 3 clusters Score -2.231825e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -22318752.000000 Penalty: 5986.219727
	Iteration 42Q: 3 clusters Score -2.231875e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -22319438.000000 Penalty: 5986.219727
	Iteration 43Q: 3 clusters Score -2.231944e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -22320112.000000 Penalty: 5986.219727
	Iteration 44Q: 3 clusters Score -2.232011e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 141304 members 
Entering Unmasked Estep 
Score: -22320936.000000 Penalty: 5986.219727
	Iteration 45Q: 3 clusters Score -2.232094e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -22321766.000000 Penalty: 5986.219727
	Iteration 46Q: 3 clusters Score -2.232177e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 146373 members 
Entering Unmasked Estep 
Score: -22322360.000000 Penalty: 5986.219727
	Iteration 47Q: 3 clusters Score -2.232236e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -22323082.000000 Penalty: 5986.219727
	Iteration 48Q: 3 clusters Score -2.232308e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 151045 members 
Entering Unmasked Estep 
Score: -22323842.000000 Penalty: 5986.219727
	Iteration 49Q: 3 clusters Score -2.232384e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 153161 members 
Entering Unmasked Estep 
Score: -22324442.000000 Penalty: 5986.219727
	Iteration 50Q: 3 clusters Score -2.232444e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -22325098.000000 Penalty: 5986.219727
	Iteration 51Q: 3 clusters Score -2.23251e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 157116 members 
Entering Unmasked Estep 
Score: -22325592.000000 Penalty: 5986.219727
	Iteration 52Q: 3 clusters Score -2.232559e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 158917 members 
Entering Unmasked Estep 
Score: -22326280.000000 Penalty: 5986.219727
	Iteration 53Q: 3 clusters Score -2.232628e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -22326754.000000 Penalty: 5986.219727
	Iteration 54Q: 3 clusters Score -2.232675e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 162017 members 
Entering Unmasked Estep 
Score: -22327200.000000 Penalty: 5986.219727
	Iteration 55Q: 3 clusters Score -2.23272e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -22327620.000000 Penalty: 5986.219727
	Iteration 56Q: 3 clusters Score -2.232762e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -22327876.000000 Penalty: 5986.219727
	Iteration 57Q: 3 clusters Score -2.232788e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -22328212.000000 Penalty: 5986.219727
	Iteration 58Q: 3 clusters Score -2.232821e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 166162 members 
Entering Unmasked Estep 
Score: -22328404.000000 Penalty: 5986.219727
	Iteration 59Q: 3 clusters Score -2.23284e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -22328550.000000 Penalty: 5986.219727
	Iteration 60F: 3 clusters Score -2.232855e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 167431 members 
Entering Unmasked Estep 
Score: -22328682.000000 Penalty: 5986.219727
	Iteration 61Q: 3 clusters Score -2.232868e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 167926 members 
Entering Unmasked Estep 
Score: -22328792.000000 Penalty: 5986.219727
	Iteration 62Q: 3 clusters Score -2.232879e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 168349 members 
Entering Unmasked Estep 
Score: -22328798.000000 Penalty: 5986.219727
	Iteration 63Q: 3 clusters Score -2.23288e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 168736 members 
Entering Unmasked Estep 
Score: -22328802.000000 Penalty: 5986.219727
	Iteration 64Q: 3 clusters Score -2.23288e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -22328896.000000 Penalty: 5986.219727
	Iteration 65Q: 3 clusters Score -2.23289e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 169352 members 
Entering Unmasked Estep 
Score: -22328902.000000 Penalty: 5986.219727
	Iteration 66Q: 3 clusters Score -2.23289e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -22328934.000000 Penalty: 5986.219727
	Iteration 67Q: 3 clusters Score -2.232893e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -22329016.000000 Penalty: 5986.219727
	Iteration 68Q: 3 clusters Score -2.232902e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -22329110.000000 Penalty: 5986.219727
	Iteration 69Q: 3 clusters Score -2.232911e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -22329102.000000 Penalty: 5986.219727
	Iteration 70Q: 3 clusters Score -2.23291e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -22329132.000000 Penalty: 5986.219727
	Iteration 71Q: 3 clusters Score -2.232913e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 170536 members 
Entering Unmasked Estep 
Score: -22329184.000000 Penalty: 5986.219727
	Iteration 72Q: 3 clusters Score -2.232918e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -22329234.000000 Penalty: 5986.219727
	Iteration 73Q: 3 clusters Score -2.232923e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 170757 members 
Entering Unmasked Estep 
Score: -22329252.000000 Penalty: 5986.219727
	Iteration 74Q: 3 clusters Score -2.232925e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 170855 members 
Entering Unmasked Estep 
Score: -22329252.000000 Penalty: 5986.219727
	Iteration 75Q: 3 clusters Score -2.232925e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -22329264.000000 Penalty: 5986.219727
	Iteration 76Q: 3 clusters Score -2.232926e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -22329276.000000 Penalty: 5986.219727
	Iteration 77Q: 3 clusters Score -2.232928e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -22329266.000000 Penalty: 5986.219727
	Iteration 78Q: 3 clusters Score -2.232927e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -22329238.000000 Penalty: 5986.219727
	Iteration 79Q: 3 clusters Score -2.232924e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 171283 members 
Entering Unmasked Estep 
Score: -22329284.000000 Penalty: 5986.219727
	Iteration 80F: 3 clusters Score -2.232928e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 171344 members 
Entering Unmasked Estep 
Score: -22329310.000000 Penalty: 5986.219727
	Iteration 81Q: 3 clusters Score -2.232931e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -22329294.000000 Penalty: 5986.219727
	Iteration 82Q: 3 clusters Score -2.232929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -22329312.000000 Penalty: 5986.219727
	Iteration 83Q: 3 clusters Score -2.232931e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 171475 members 
Entering Unmasked Estep 
Score: -22329312.000000 Penalty: 5986.219727
	Iteration 84Q: 3 clusters Score -2.232931e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -22329340.000000 Penalty: 5986.219727
	Iteration 85Q: 3 clusters Score -2.232934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -22329336.000000 Penalty: 5986.219727
	Iteration 86Q: 3 clusters Score -2.232934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 171557 members 
Entering Unmasked Estep 
Score: -22329324.000000 Penalty: 5986.219727
	Iteration 87Q: 3 clusters Score -2.232932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -22329306.000000 Penalty: 5986.219727
	Iteration 88Q: 3 clusters Score -2.232931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -22329306.000000 Penalty: 5986.219727
	Iteration 89Q: 3 clusters Score -2.232931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -22329318.000000 Penalty: 5986.219727
	Iteration 90Q: 3 clusters Score -2.232932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 171608 members 
Entering Unmasked Estep 
Score: -22329320.000000 Penalty: 5986.219727
	Iteration 91Q: 3 clusters Score -2.232932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -22329320.000000 Penalty: 5986.219727
	Iteration 92Q: 3 clusters Score -2.232932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -22329312.000000 Penalty: 5986.219727
	Iteration 93Q: 3 clusters Score -2.232931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -22329308.000000 Penalty: 5986.219727
	Iteration 94Q: 3 clusters Score -2.232931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -22329302.000000 Penalty: 5986.219727
	Iteration 95Q: 3 clusters Score -2.23293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 171643 members 
Entering Unmasked Estep 
Score: -22329288.000000 Penalty: 5986.219727
	Iteration 96Q: 3 clusters Score -2.232929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -22329294.000000 Penalty: 5986.219727
	Iteration 97Q: 3 clusters Score -2.232929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -22329324.000000 Penalty: 5986.219727
	Iteration 98Q: 3 clusters Score -2.232932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -22329292.000000 Penalty: 5986.219727
	Iteration 99Q: 3 clusters Score -2.232929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -22329302.000000 Penalty: 5986.219727
	Iteration 100F: 3 clusters Score -2.23293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 171679 members 
Entering Unmasked Estep 
Score: -22329304.000000 Penalty: 5986.219727
	Iteration 101Q: 3 clusters Score -2.23293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -22329300.000000 Penalty: 5986.219727
	Iteration 102Q: 3 clusters Score -2.23293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -22329296.000000 Penalty: 5986.219727
	Iteration 103Q: 3 clusters Score -2.23293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 171693 members 
Entering Unmasked Estep 
Score: -22329298.000000 Penalty: 5986.219727
	Iteration 104Q: 3 clusters Score -2.23293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -22329304.000000 Penalty: 5986.219727
	Iteration 105Q: 3 clusters Score -2.23293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -22329304.000000 Penalty: 5986.219727
	Iteration 106F: 3 clusters Score -2.23293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -259797.875000 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -259797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257074.234375 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -257074.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -257648.296875 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -257648.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -257874.531250 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -257874.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -257974.640625 Penalty: 3813.927979
	Iteration 3F: 3 clusters Score -257974.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -258044.546875 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -258044.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -258088.218750 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -258088.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258116.125000 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -258116.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -258130.593750 Penalty: 3813.927979
	Iteration 7Q: 3 clusters Score -258130.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258139.937500 Penalty: 3813.927979
	Iteration 8Q: 3 clusters Score -258139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -258145.859375 Penalty: 3813.927979
	Iteration 9Q: 3 clusters Score -258145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -258153.140625 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -258153.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -258162.093750 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -258162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -258171.500000 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -258171.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -258181.765625 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -258181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -258187.968750 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -258188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -258191.718750 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -258191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258193.640625 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -258193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -258194.437500 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -258194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258195.890625 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -258195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -258198.312500 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -258198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -258198.734375 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -258198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52048.464844 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52048.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52364.933594 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52364.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52575.464844 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52575.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52844.148438 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -52844.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53139.609375 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -53139.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53305.980469 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53305.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53435.617188 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53435.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53525.914062 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53525.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53554.695312 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53562.523438 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53562.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53566.019531 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53566.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53580.734375 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53580.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53585.441406 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53585.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53585.441406 Penalty: 3115.076416
	Iteration 13F: 3 clusters Score -53585.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173223 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174380 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 10 contains 56275 members 
Mstep: Class 11 contains 36400 members 
Mstep: Class 12 contains 216213 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 202 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683200.000000 Penalty: 65918.976562
Splitting cluster 8 changes total score from -149685072.000000 to -149683200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (49432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Entering Unmasked Estep 
Score: -6378441.000000 Penalty: 2680.471680
	Iteration 0F: 2 clusters Score -6378441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6344983.000000 Penalty: 5360.943359
	Iteration 0F: 3 clusters Score -6344983 nChanged 22918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -6357962.500000 Penalty: 5360.943359
	Iteration 1F: 3 clusters Score -6357962 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6358702.000000 Penalty: 5360.943359
	Iteration 2Q: 3 clusters Score -6358702 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -6359701.500000 Penalty: 5360.943359
	Iteration 3Q: 3 clusters Score -6359702 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6361011.000000 Penalty: 5360.943359
	Iteration 4Q: 3 clusters Score -6361011 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -6362774.000000 Penalty: 5360.943359
	Iteration 5F: 3 clusters Score -6362774 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -6364947.000000 Penalty: 5360.943359
	Iteration 6F: 3 clusters Score -6364947 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -6367319.500000 Penalty: 5360.943359
	Iteration 7F: 3 clusters Score -6367320 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6369428.000000 Penalty: 5360.943359
	Iteration 8F: 3 clusters Score -6369428 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -6370785.000000 Penalty: 5360.943359
	Iteration 9F: 3 clusters Score -6370785 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -6371461.500000 Penalty: 5360.943359
	Iteration 10Q: 3 clusters Score -6371462 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -6371824.000000 Penalty: 5360.943359
	Iteration 11Q: 3 clusters Score -6371824 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6372059.000000 Penalty: 5360.943359
	Iteration 12Q: 3 clusters Score -6372059 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -6372272.500000 Penalty: 5360.943359
	Iteration 13Q: 3 clusters Score -6372272 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -6372417.500000 Penalty: 5360.943359
	Iteration 14Q: 3 clusters Score -6372418 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6372628.000000 Penalty: 5360.943359
	Iteration 15Q: 3 clusters Score -6372628 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -6372783.500000 Penalty: 5360.943359
	Iteration 16Q: 3 clusters Score -6372784 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -6372881.500000 Penalty: 5360.943359
	Iteration 17Q: 3 clusters Score -6372882 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6373011.000000 Penalty: 5360.943359
	Iteration 18Q: 3 clusters Score -6373011 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -6373096.000000 Penalty: 5360.943359
	Iteration 19Q: 3 clusters Score -6373096 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -6373248.000000 Penalty: 5360.943359
	Iteration 20F: 3 clusters Score -6373248 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -6373365.500000 Penalty: 5360.943359
	Iteration 21Q: 3 clusters Score -6373366 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -6373434.000000 Penalty: 5360.943359
	Iteration 22Q: 3 clusters Score -6373434 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -6373461.500000 Penalty: 5360.943359
	Iteration 23Q: 3 clusters Score -6373462 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6373533.500000 Penalty: 5360.943359
	Iteration 24Q: 3 clusters Score -6373534 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -6373610.000000 Penalty: 5360.943359
	Iteration 25Q: 3 clusters Score -6373610 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -6373675.000000 Penalty: 5360.943359
	Iteration 26Q: 3 clusters Score -6373675 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -6373745.500000 Penalty: 5360.943359
	Iteration 27Q: 3 clusters Score -6373746 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -6373826.500000 Penalty: 5360.943359
	Iteration 28Q: 3 clusters Score -6373826 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6373888 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6374276 nChanged 380
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Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6374346 nChanged 363
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Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6375351 nChanged 288
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Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44825 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45309 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45685 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6376148 nChanged 68
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Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6376162 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6376206 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46520 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6376246 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6376260 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6376282 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46789 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6376302 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6376315 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46902 members 
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	Iteration 82Q: 3 clusters Score -6376328 nChanged 49
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Mstep: Class 1 contains 46951 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6376358 nChanged 47
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Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47133 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6376382 nChanged 31
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Mstep: Class 1 contains 47164 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47182 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47206 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47229 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6376424 nChanged 24
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47300 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47338 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6376428 nChanged 21
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Mstep: Class 1 contains 47372 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6376448 nChanged 8
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Mstep: Class 1 contains 47393 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6376442 nChanged 10
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Mstep: Class 1 contains 47414 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6376444 nChanged 11
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	Iteration 112Q: 3 clusters Score -6376460 nChanged 9
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	Iteration 114Q: 3 clusters Score -6376455 nChanged 8
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	Iteration 115Q: 3 clusters Score -6376458 nChanged 7
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	Iteration 116Q: 3 clusters Score -6376459 nChanged 6
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	Iteration 117Q: 3 clusters Score -6376470 nChanged 8
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6376468 nChanged 11
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6376478 nChanged 10
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	Iteration 121Q: 3 clusters Score -6376476 nChanged 8
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Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6376487.500000 Penalty: 5360.943359
	Iteration 122Q: 3 clusters Score -6376488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6376486.500000 Penalty: 5360.943359
	Iteration 123Q: 3 clusters Score -6376486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6376486.000000 Penalty: 5360.943359
	Iteration 124Q: 3 clusters Score -6376486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6376486.000000 Penalty: 5360.943359
	Iteration 125F: 3 clusters Score -6376486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Entering Unmasked Estep 
Score: -7255212.000000 Penalty: 2712.625244
	Iteration 0F: 2 clusters Score -7255212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -7217415.000000 Penalty: 5425.250488
	Iteration 0F: 3 clusters Score -7217415 nChanged 26088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -7232024.000000 Penalty: 5425.250488
	Iteration 1F: 3 clusters Score -7232024 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -7232610.000000 Penalty: 5425.250488
	Iteration 2Q: 3 clusters Score -7232610 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -7233135.000000 Penalty: 5425.250488
	Iteration 3Q: 3 clusters Score -7233135 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -7233734.500000 Penalty: 5425.250488
	Iteration 4Q: 3 clusters Score -7233734 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7234448.500000 Penalty: 5425.250488
	Iteration 5Q: 3 clusters Score -7234448 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -7235190.000000 Penalty: 5425.250488
	Iteration 6Q: 3 clusters Score -7235190 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -7236209.000000 Penalty: 5425.250488
	Iteration 7Q: 3 clusters Score -7236209 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -7237466.500000 Penalty: 5425.250488
	Iteration 8Q: 3 clusters Score -7237466 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -7239280.000000 Penalty: 5425.250488
	Iteration 9F: 3 clusters Score -7239280 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7241488.000000 Penalty: 5425.250488
	Iteration 10F: 3 clusters Score -7241488 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -7243675.500000 Penalty: 5425.250488
	Iteration 11F: 3 clusters Score -7243676 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -7245069.000000 Penalty: 5425.250488
	Iteration 12F: 3 clusters Score -7245069 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -7245794.500000 Penalty: 5425.250488
	Iteration 13Q: 3 clusters Score -7245794 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -7246102.500000 Penalty: 5425.250488
	Iteration 14Q: 3 clusters Score -7246102 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -7246314.500000 Penalty: 5425.250488
	Iteration 15Q: 3 clusters Score -7246314 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -7246452.500000 Penalty: 5425.250488
	Iteration 16Q: 3 clusters Score -7246452 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -7246626.000000 Penalty: 5425.250488
	Iteration 17Q: 3 clusters Score -7246626 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -7246824.000000 Penalty: 5425.250488
	Iteration 18Q: 3 clusters Score -7246824 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -7246966.500000 Penalty: 5425.250488
	Iteration 19Q: 3 clusters Score -7246966 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7247073.500000 Penalty: 5425.250488
	Iteration 20F: 3 clusters Score -7247074 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7247231.500000 Penalty: 5425.250488
	Iteration 21Q: 3 clusters Score -7247232 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7247369.000000 Penalty: 5425.250488
	Iteration 22Q: 3 clusters Score -7247369 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7247479.500000 Penalty: 5425.250488
	Iteration 23Q: 3 clusters Score -7247480 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -7247604.500000 Penalty: 5425.250488
	Iteration 24Q: 3 clusters Score -7247604 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -7247707.500000 Penalty: 5425.250488
	Iteration 25Q: 3 clusters Score -7247708 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -7247780.000000 Penalty: 5425.250488
	Iteration 26Q: 3 clusters Score -7247780 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -7247867.000000 Penalty: 5425.250488
	Iteration 27Q: 3 clusters Score -7247867 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7247967.500000 Penalty: 5425.250488
	Iteration 28Q: 3 clusters Score -7247968 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7248037.000000 Penalty: 5425.250488
	Iteration 29Q: 3 clusters Score -7248037 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -7248131.000000 Penalty: 5425.250488
	Iteration 30Q: 3 clusters Score -7248131 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -7248269.000000 Penalty: 5425.250488
	Iteration 31Q: 3 clusters Score -7248269 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -7248391.000000 Penalty: 5425.250488
	Iteration 32Q: 3 clusters Score -7248391 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7248534.500000 Penalty: 5425.250488
	Iteration 33Q: 3 clusters Score -7248534 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -7248712.000000 Penalty: 5425.250488
	Iteration 34Q: 3 clusters Score -7248712 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7248834.000000 Penalty: 5425.250488
	Iteration 35Q: 3 clusters Score -7248834 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -7248970.500000 Penalty: 5425.250488
	Iteration 36Q: 3 clusters Score -7248970 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7249056.500000 Penalty: 5425.250488
	Iteration 37Q: 3 clusters Score -7249056 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -7249149.500000 Penalty: 5425.250488
	Iteration 38Q: 3 clusters Score -7249150 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7249308.000000 Penalty: 5425.250488
	Iteration 39Q: 3 clusters Score -7249308 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -7249431.500000 Penalty: 5425.250488
	Iteration 40F: 3 clusters Score -7249432 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -7249564.500000 Penalty: 5425.250488
	Iteration 41Q: 3 clusters Score -7249564 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -7249741.000000 Penalty: 5425.250488
	Iteration 42Q: 3 clusters Score -7249741 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -7249873.500000 Penalty: 5425.250488
	Iteration 43Q: 3 clusters Score -7249874 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -7249981.500000 Penalty: 5425.250488
	Iteration 44Q: 3 clusters Score -7249982 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -7250130.000000 Penalty: 5425.250488
	Iteration 45Q: 3 clusters Score -7250130 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -7250227.500000 Penalty: 5425.250488
	Iteration 46Q: 3 clusters Score -7250228 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -7250405.500000 Penalty: 5425.250488
	Iteration 47Q: 3 clusters Score -7250406 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -7250553.000000 Penalty: 5425.250488
	Iteration 48Q: 3 clusters Score -7250553 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -7250704.000000 Penalty: 5425.250488
	Iteration 49Q: 3 clusters Score -7250704 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -7250820.500000 Penalty: 5425.250488
	Iteration 50Q: 3 clusters Score -7250820 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -7250937.000000 Penalty: 5425.250488
	Iteration 51Q: 3 clusters Score -7250937 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -7251066.500000 Penalty: 5425.250488
	Iteration 52Q: 3 clusters Score -7251066 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -7251219.500000 Penalty: 5425.250488
	Iteration 53Q: 3 clusters Score -7251220 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -7251353.500000 Penalty: 5425.250488
	Iteration 54Q: 3 clusters Score -7251354 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -7251539.000000 Penalty: 5425.250488
	Iteration 55Q: 3 clusters Score -7251539 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -7251647.500000 Penalty: 5425.250488
	Iteration 56Q: 3 clusters Score -7251648 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -7251824.500000 Penalty: 5425.250488
	Iteration 57Q: 3 clusters Score -7251824 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -7251918.500000 Penalty: 5425.250488
	Iteration 58Q: 3 clusters Score -7251918 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -7252056.500000 Penalty: 5425.250488
	Iteration 59Q: 3 clusters Score -7252056 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -7252151.500000 Penalty: 5425.250488
	Iteration 60F: 3 clusters Score -7252152 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -7252260.500000 Penalty: 5425.250488
	Iteration 61Q: 3 clusters Score -7252260 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -7252342.000000 Penalty: 5425.250488
	Iteration 62Q: 3 clusters Score -7252342 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -7252409.000000 Penalty: 5425.250488
	Iteration 63Q: 3 clusters Score -7252409 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -7252490.500000 Penalty: 5425.250488
	Iteration 64Q: 3 clusters Score -7252490 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7252559.000000 Penalty: 5425.250488
	Iteration 65Q: 3 clusters Score -7252559 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -7252605.500000 Penalty: 5425.250488
	Iteration 66Q: 3 clusters Score -7252606 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -7252669.000000 Penalty: 5425.250488
	Iteration 67Q: 3 clusters Score -7252669 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
Score: -7252695.500000 Penalty: 5425.250488
	Iteration 68Q: 3 clusters Score -7252696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -7252737.500000 Penalty: 5425.250488
	Iteration 69Q: 3 clusters Score -7252738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7252766.000000 Penalty: 5425.250488
	Iteration 70Q: 3 clusters Score -7252766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7252792.000000 Penalty: 5425.250488
	Iteration 71Q: 3 clusters Score -7252792 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -7252814.500000 Penalty: 5425.250488
	Iteration 72Q: 3 clusters Score -7252814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -7252851.000000 Penalty: 5425.250488
	Iteration 73Q: 3 clusters Score -7252851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -7252883.500000 Penalty: 5425.250488
	Iteration 74Q: 3 clusters Score -7252884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7252900.500000 Penalty: 5425.250488
	Iteration 75Q: 3 clusters Score -7252900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -7252936.500000 Penalty: 5425.250488
	Iteration 76Q: 3 clusters Score -7252936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -7252971.000000 Penalty: 5425.250488
	Iteration 77Q: 3 clusters Score -7252971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7252982.000000 Penalty: 5425.250488
	Iteration 78Q: 3 clusters Score -7252982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -7253006.000000 Penalty: 5425.250488
	Iteration 79Q: 3 clusters Score -7253006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -7253024.000000 Penalty: 5425.250488
	Iteration 80F: 3 clusters Score -7253024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -7253031.000000 Penalty: 5425.250488
	Iteration 81Q: 3 clusters Score -7253031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -7253036.000000 Penalty: 5425.250488
	Iteration 82Q: 3 clusters Score -7253036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -7253046.000000 Penalty: 5425.250488
	Iteration 83Q: 3 clusters Score -7253046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -7253052.500000 Penalty: 5425.250488
	Iteration 84Q: 3 clusters Score -7253052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -7253049.000000 Penalty: 5425.250488
	Iteration 85Q: 3 clusters Score -7253049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -7253080.500000 Penalty: 5425.250488
	Iteration 86Q: 3 clusters Score -7253080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7253084.000000 Penalty: 5425.250488
	Iteration 87Q: 3 clusters Score -7253084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7253079.500000 Penalty: 5425.250488
	Iteration 88Q: 3 clusters Score -7253080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -7253085.500000 Penalty: 5425.250488
	Iteration 89Q: 3 clusters Score -7253086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7253089.500000 Penalty: 5425.250488
	Iteration 90Q: 3 clusters Score -7253090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -7253085.500000 Penalty: 5425.250488
	Iteration 91Q: 3 clusters Score -7253086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -7253087.000000 Penalty: 5425.250488
	Iteration 92Q: 3 clusters Score -7253087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -7253086.000000 Penalty: 5425.250488
	Iteration 93Q: 3 clusters Score -7253086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7253089.500000 Penalty: 5425.250488
	Iteration 94Q: 3 clusters Score -7253090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -7253086.500000 Penalty: 5425.250488
	Iteration 95Q: 3 clusters Score -7253086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7253091.500000 Penalty: 5425.250488
	Iteration 96Q: 3 clusters Score -7253092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7253097.000000 Penalty: 5425.250488
	Iteration 97Q: 3 clusters Score -7253097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -7253099.500000 Penalty: 5425.250488
	Iteration 98Q: 3 clusters Score -7253100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -7253092.500000 Penalty: 5425.250488
	Iteration 99Q: 3 clusters Score -7253092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -7253090.500000 Penalty: 5425.250488
	Iteration 100F: 3 clusters Score -7253090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -7253098.000000 Penalty: 5425.250488
	Iteration 101Q: 3 clusters Score -7253098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7253094.000000 Penalty: 5425.250488
	Iteration 102Q: 3 clusters Score -7253094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -7253100.000000 Penalty: 5425.250488
	Iteration 103Q: 3 clusters Score -7253100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -7253094.500000 Penalty: 5425.250488
	Iteration 104Q: 3 clusters Score -7253094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -7253096.000000 Penalty: 5425.250488
	Iteration 105Q: 3 clusters Score -7253096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -7253096.000000 Penalty: 5425.250488
	Iteration 106F: 3 clusters Score -7253096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Entering Unmasked Estep 
Score: -4655167.000000 Penalty: 2604.576416
	Iteration 0F: 2 clusters Score -4655167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4630422.500000 Penalty: 5209.152832
	Iteration 0F: 3 clusters Score -4630422 nChanged 16626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4639379.000000 Penalty: 5209.152832
	Iteration 1F: 3 clusters Score -4639379 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4639804.500000 Penalty: 5209.152832
	Iteration 2Q: 3 clusters Score -4639804 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4640195.000000 Penalty: 5209.152832
	Iteration 3Q: 3 clusters Score -4640195 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4640482.000000 Penalty: 5209.152832
	Iteration 4Q: 3 clusters Score -4640482 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4640776.500000 Penalty: 5209.152832
	Iteration 5Q: 3 clusters Score -4640776 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4641028.000000 Penalty: 5209.152832
	Iteration 6Q: 3 clusters Score -4641028 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4641337.500000 Penalty: 5209.152832
	Iteration 7Q: 3 clusters Score -4641338 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4641714.000000 Penalty: 5209.152832
	Iteration 8Q: 3 clusters Score -4641714 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4642247.500000 Penalty: 5209.152832
	Iteration 9Q: 3 clusters Score -4642248 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4643093.500000 Penalty: 5209.152832
	Iteration 10Q: 3 clusters Score -4643094 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4644442.500000 Penalty: 5209.152832
	Iteration 11F: 3 clusters Score -4644442 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4646175.000000 Penalty: 5209.152832
	Iteration 12F: 3 clusters Score -4646175 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4647739.000000 Penalty: 5209.152832
	Iteration 13F: 3 clusters Score -4647739 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4648725.000000 Penalty: 5209.152832
	Iteration 14Q: 3 clusters Score -4648725 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4649428.500000 Penalty: 5209.152832
	Iteration 15Q: 3 clusters Score -4649428 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4650081.000000 Penalty: 5209.152832
	Iteration 16Q: 3 clusters Score -4650081 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4650700.000000 Penalty: 5209.152832
	Iteration 17Q: 3 clusters Score -4650700 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4651316.500000 Penalty: 5209.152832
	Iteration 18Q: 3 clusters Score -4651316 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4651820.500000 Penalty: 5209.152832
	Iteration 19Q: 3 clusters Score -4651820 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4652197.000000 Penalty: 5209.152832
	Iteration 20F: 3 clusters Score -4652197 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4652370.500000 Penalty: 5209.152832
	Iteration 21Q: 3 clusters Score -4652370 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4652479.500000 Penalty: 5209.152832
	Iteration 22Q: 3 clusters Score -4652480 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4652534.000000 Penalty: 5209.152832
	Iteration 23Q: 3 clusters Score -4652534 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4652579.500000 Penalty: 5209.152832
	Iteration 24Q: 3 clusters Score -4652580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4652593.000000 Penalty: 5209.152832
	Iteration 25Q: 3 clusters Score -4652593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4652593.000000 Penalty: 5209.152832
	Iteration 26Q: 3 clusters Score -4652593 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4652597.000000 Penalty: 5209.152832
	Iteration 27Q: 3 clusters Score -4652597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4652604.000000 Penalty: 5209.152832
	Iteration 28Q: 3 clusters Score -4652604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4652607.000000 Penalty: 5209.152832
	Iteration 29Q: 3 clusters Score -4652607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4652614.000000 Penalty: 5209.152832
	Iteration 30Q: 3 clusters Score -4652614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -4652609.000000 Penalty: 5209.152832
	Iteration 31Q: 3 clusters Score -4652609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4652613.000000 Penalty: 5209.152832
	Iteration 32Q: 3 clusters Score -4652613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4652618.000000 Penalty: 5209.152832
	Iteration 33Q: 3 clusters Score -4652618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4652619.000000 Penalty: 5209.152832
	Iteration 34Q: 3 clusters Score -4652619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4652616.500000 Penalty: 5209.152832
	Iteration 35Q: 3 clusters Score -4652616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4652611.000000 Penalty: 5209.152832
	Iteration 36Q: 3 clusters Score -4652611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4652613.000000 Penalty: 5209.152832
	Iteration 37Q: 3 clusters Score -4652613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4652612.000000 Penalty: 5209.152832
	Iteration 38Q: 3 clusters Score -4652612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4652612.000000 Penalty: 5209.152832
	Iteration 39Q: 3 clusters Score -4652612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -4652612.000000 Penalty: 5209.152832
	Iteration 40F: 3 clusters Score -4652612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216213 members 
Entering Unmasked Estep 
Score: -27776498.000000 Penalty: 3046.436768
	Iteration 0F: 2 clusters Score -2.77765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107723 members 
Mstep: Class 2 contains 108490 members 
Entering Unmasked Estep 
Score: -27639710.000000 Penalty: 6092.873535
	Iteration 0F: 3 clusters Score -2.763971e+07 nChanged 103909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 114507 members 
Entering Unmasked Estep 
Score: -27701392.000000 Penalty: 6092.873535
	Iteration 1F: 3 clusters Score -2.770139e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -27702932.000000 Penalty: 6092.873535
	Iteration 2Q: 3 clusters Score -2.770293e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 125149 members 
Entering Unmasked Estep 
Score: -27705440.000000 Penalty: 6092.873535
	Iteration 3Q: 3 clusters Score -2.770544e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 134795 members 
Entering Unmasked Estep 
Score: -27710084.000000 Penalty: 6092.873535
	Iteration 4Q: 3 clusters Score -2.771008e+07 nChanged 14119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -27718768.000000 Penalty: 6092.873535
	Iteration 5F: 3 clusters Score -2.771877e+07 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 166844 members 
Entering Unmasked Estep 
Score: -27733728.000000 Penalty: 6092.873535
	Iteration 6F: 3 clusters Score -2.773373e+07 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 186884 members 
Entering Unmasked Estep 
Score: -27751782.000000 Penalty: 6092.873535
	Iteration 7F: 3 clusters Score -2.775178e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 202854 members 
Entering Unmasked Estep 
Score: -27764498.000000 Penalty: 6092.873535
	Iteration 8F: 3 clusters Score -2.77645e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 211405 members 
Entering Unmasked Estep 
Score: -27770656.000000 Penalty: 6092.873535
	Iteration 9Q: 3 clusters Score -2.777066e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 214501 members 
Entering Unmasked Estep 
Score: -27772876.000000 Penalty: 6092.873535
	Iteration 10Q: 3 clusters Score -2.777288e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 215372 members 
Entering Unmasked Estep 
Score: -27773532.000000 Penalty: 6092.873535
	Iteration 11Q: 3 clusters Score -2.777353e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 215583 members 
Entering Unmasked Estep 
Score: -27773880.000000 Penalty: 6092.873535
	Iteration 12Q: 3 clusters Score -2.777388e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 215622 members 
Entering Unmasked Estep 
Score: -27774058.000000 Penalty: 6092.873535
	Iteration 13Q: 3 clusters Score -2.777406e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 215607 members 
Entering Unmasked Estep 
Score: -27774156.000000 Penalty: 6092.873535
	Iteration 14Q: 3 clusters Score -2.777416e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 215588 members 
Entering Unmasked Estep 
Score: -27774204.000000 Penalty: 6092.873535
	Iteration 15Q: 3 clusters Score -2.77742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 215576 members 
Entering Unmasked Estep 
Score: -27774228.000000 Penalty: 6092.873535
	Iteration 16Q: 3 clusters Score -2.777423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 215563 members 
Entering Unmasked Estep 
Score: -27774266.000000 Penalty: 6092.873535
	Iteration 17Q: 3 clusters Score -2.777427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 215546 members 
Entering Unmasked Estep 
Score: -27774330.000000 Penalty: 6092.873535
	Iteration 18Q: 3 clusters Score -2.777433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 215534 members 
Entering Unmasked Estep 
Score: -27774318.000000 Penalty: 6092.873535
	Iteration 19Q: 3 clusters Score -2.777432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 215519 members 
Entering Unmasked Estep 
Score: -27774368.000000 Penalty: 6092.873535
	Iteration 20F: 3 clusters Score -2.777437e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 215502 members 
Entering Unmasked Estep 
Score: -27774386.000000 Penalty: 6092.873535
	Iteration 21Q: 3 clusters Score -2.777439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 215491 members 
Entering Unmasked Estep 
Score: -27774440.000000 Penalty: 6092.873535
	Iteration 22Q: 3 clusters Score -2.777444e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 215471 members 
Entering Unmasked Estep 
Score: -27774418.000000 Penalty: 6092.873535
	Iteration 23Q: 3 clusters Score -2.777442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 215457 members 
Entering Unmasked Estep 
Score: -27774440.000000 Penalty: 6092.873535
	Iteration 24Q: 3 clusters Score -2.777444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 215454 members 
Entering Unmasked Estep 
Score: -27774504.000000 Penalty: 6092.873535
	Iteration 25Q: 3 clusters Score -2.77745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 215440 members 
Entering Unmasked Estep 
Score: -27774520.000000 Penalty: 6092.873535
	Iteration 26Q: 3 clusters Score -2.777452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 215426 members 
Entering Unmasked Estep 
Score: -27774582.000000 Penalty: 6092.873535
	Iteration 27Q: 3 clusters Score -2.777458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 215414 members 
Entering Unmasked Estep 
Score: -27774628.000000 Penalty: 6092.873535
	Iteration 28Q: 3 clusters Score -2.777463e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 215390 members 
Entering Unmasked Estep 
Score: -27774640.000000 Penalty: 6092.873535
	Iteration 29Q: 3 clusters Score -2.777464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 215376 members 
Entering Unmasked Estep 
Score: -27774670.000000 Penalty: 6092.873535
	Iteration 30Q: 3 clusters Score -2.777467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 215355 members 
Entering Unmasked Estep 
Score: -27774670.000000 Penalty: 6092.873535
	Iteration 31Q: 3 clusters Score -2.777467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 215341 members 
Entering Unmasked Estep 
Score: -27774700.000000 Penalty: 6092.873535
	Iteration 32Q: 3 clusters Score -2.77747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 215324 members 
Entering Unmasked Estep 
Score: -27774704.000000 Penalty: 6092.873535
	Iteration 33Q: 3 clusters Score -2.77747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 215315 members 
Entering Unmasked Estep 
Score: -27774700.000000 Penalty: 6092.873535
	Iteration 34Q: 3 clusters Score -2.77747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 215308 members 
Entering Unmasked Estep 
Score: -27774688.000000 Penalty: 6092.873535
	Iteration 35Q: 3 clusters Score -2.777469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 215296 members 
Entering Unmasked Estep 
Score: -27774710.000000 Penalty: 6092.873535
	Iteration 36Q: 3 clusters Score -2.777471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 215286 members 
Entering Unmasked Estep 
Score: -27774710.000000 Penalty: 6092.873535
	Iteration 37Q: 3 clusters Score -2.777471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 215281 members 
Entering Unmasked Estep 
Score: -27774680.000000 Penalty: 6092.873535
	Iteration 38Q: 3 clusters Score -2.777468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -27774700.000000 Penalty: 6092.873535
	Iteration 39Q: 3 clusters Score -2.77747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 215268 members 
Entering Unmasked Estep 
Score: -27774734.000000 Penalty: 6092.873535
	Iteration 40F: 3 clusters Score -2.777473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 215267 members 
Entering Unmasked Estep 
Score: -27774714.000000 Penalty: 6092.873535
	Iteration 41Q: 3 clusters Score -2.777471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 215262 members 
Entering Unmasked Estep 
Score: -27774764.000000 Penalty: 6092.873535
	Iteration 42Q: 3 clusters Score -2.777476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 215259 members 
Entering Unmasked Estep 
Score: -27774762.000000 Penalty: 6092.873535
	Iteration 43Q: 3 clusters Score -2.777476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 215255 members 
Entering Unmasked Estep 
Score: -27774746.000000 Penalty: 6092.873535
	Iteration 44Q: 3 clusters Score -2.777475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 215253 members 
Entering Unmasked Estep 
Score: -27774756.000000 Penalty: 6092.873535
	Iteration 45Q: 3 clusters Score -2.777476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 215251 members 
Entering Unmasked Estep 
Score: -27774758.000000 Penalty: 6092.873535
	Iteration 46Q: 3 clusters Score -2.777476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 215249 members 
Entering Unmasked Estep 
Score: -27774766.000000 Penalty: 6092.873535
	Iteration 47Q: 3 clusters Score -2.777477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 215246 members 
Entering Unmasked Estep 
Score: -27774768.000000 Penalty: 6092.873535
	Iteration 48Q: 3 clusters Score -2.777477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 215240 members 
Entering Unmasked Estep 
Score: -27774788.000000 Penalty: 6092.873535
	Iteration 49Q: 3 clusters Score -2.777479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 215232 members 
Entering Unmasked Estep 
Score: -27774802.000000 Penalty: 6092.873535
	Iteration 50Q: 3 clusters Score -2.77748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 215223 members 
Entering Unmasked Estep 
Score: -27774822.000000 Penalty: 6092.873535
	Iteration 51Q: 3 clusters Score -2.777482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 215219 members 
Entering Unmasked Estep 
Score: -27774832.000000 Penalty: 6092.873535
	Iteration 52Q: 3 clusters Score -2.777483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 215217 members 
Entering Unmasked Estep 
Score: -27774864.000000 Penalty: 6092.873535
	Iteration 53Q: 3 clusters Score -2.777486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 215212 members 
Entering Unmasked Estep 
Score: -27774848.000000 Penalty: 6092.873535
	Iteration 54Q: 3 clusters Score -2.777485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 215204 members 
Entering Unmasked Estep 
Score: -27774850.000000 Penalty: 6092.873535
	Iteration 55Q: 3 clusters Score -2.777485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 215191 members 
Entering Unmasked Estep 
Score: -27774854.000000 Penalty: 6092.873535
	Iteration 56Q: 3 clusters Score -2.777485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 215184 members 
Entering Unmasked Estep 
Score: -27774852.000000 Penalty: 6092.873535
	Iteration 57Q: 3 clusters Score -2.777485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 215177 members 
Entering Unmasked Estep 
Score: -27774902.000000 Penalty: 6092.873535
	Iteration 58Q: 3 clusters Score -2.77749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 215169 members 
Entering Unmasked Estep 
Score: -27774888.000000 Penalty: 6092.873535
	Iteration 59Q: 3 clusters Score -2.777489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 215160 members 
Entering Unmasked Estep 
Score: -27774896.000000 Penalty: 6092.873535
	Iteration 60F: 3 clusters Score -2.77749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 215152 members 
Entering Unmasked Estep 
Score: -27774902.000000 Penalty: 6092.873535
	Iteration 61Q: 3 clusters Score -2.77749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 215144 members 
Entering Unmasked Estep 
Score: -27774918.000000 Penalty: 6092.873535
	Iteration 62Q: 3 clusters Score -2.777492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 215137 members 
Entering Unmasked Estep 
Score: -27774924.000000 Penalty: 6092.873535
	Iteration 63Q: 3 clusters Score -2.777492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 215129 members 
Entering Unmasked Estep 
Score: -27774944.000000 Penalty: 6092.873535
	Iteration 64Q: 3 clusters Score -2.777494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 215126 members 
Entering Unmasked Estep 
Score: -27774966.000000 Penalty: 6092.873535
	Iteration 65Q: 3 clusters Score -2.777497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -27774942.000000 Penalty: 6092.873535
	Iteration 66Q: 3 clusters Score -2.777494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -27774938.000000 Penalty: 6092.873535
	Iteration 67Q: 3 clusters Score -2.777494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 215120 members 
Entering Unmasked Estep 
Score: -27774954.000000 Penalty: 6092.873535
	Iteration 68Q: 3 clusters Score -2.777495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -27774942.000000 Penalty: 6092.873535
	Iteration 69Q: 3 clusters Score -2.777494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 215117 members 
Entering Unmasked Estep 
Score: -27774942.000000 Penalty: 6092.873535
	Iteration 70Q: 3 clusters Score -2.777494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 215116 members 
Entering Unmasked Estep 
Score: -27774950.000000 Penalty: 6092.873535
	Iteration 71Q: 3 clusters Score -2.777495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 215116 members 
Entering Unmasked Estep 
Score: -27774946.000000 Penalty: 6092.873535
	Iteration 72Q: 3 clusters Score -2.777495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 215113 members 
Entering Unmasked Estep 
Score: -27774964.000000 Penalty: 6092.873535
	Iteration 73Q: 3 clusters Score -2.777496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 215109 members 
Entering Unmasked Estep 
Score: -27774970.000000 Penalty: 6092.873535
	Iteration 74Q: 3 clusters Score -2.777497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 215107 members 
Entering Unmasked Estep 
Score: -27774976.000000 Penalty: 6092.873535
	Iteration 75Q: 3 clusters Score -2.777498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -27774982.000000 Penalty: 6092.873535
	Iteration 76Q: 3 clusters Score -2.777498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 215103 members 
Entering Unmasked Estep 
Score: -27774990.000000 Penalty: 6092.873535
	Iteration 77Q: 3 clusters Score -2.777499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 215104 members 
Entering Unmasked Estep 
Score: -27774992.000000 Penalty: 6092.873535
	Iteration 78Q: 3 clusters Score -2.777499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 215102 members 
Entering Unmasked Estep 
Score: -27775006.000000 Penalty: 6092.873535
	Iteration 79Q: 3 clusters Score -2.777501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 215098 members 
Entering Unmasked Estep 
Score: -27775010.000000 Penalty: 6092.873535
	Iteration 80F: 3 clusters Score -2.777501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -27775036.000000 Penalty: 6092.873535
	Iteration 81Q: 3 clusters Score -2.777504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 215088 members 
Entering Unmasked Estep 
Score: -27775022.000000 Penalty: 6092.873535
	Iteration 82Q: 3 clusters Score -2.777502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 215084 members 
Entering Unmasked Estep 
Score: -27775006.000000 Penalty: 6092.873535
	Iteration 83Q: 3 clusters Score -2.777501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 215082 members 
Entering Unmasked Estep 
Score: -27775000.000000 Penalty: 6092.873535
	Iteration 84Q: 3 clusters Score -2.7775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -27775008.000000 Penalty: 6092.873535
	Iteration 85Q: 3 clusters Score -2.777501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -27775008.000000 Penalty: 6092.873535
	Iteration 86F: 3 clusters Score -2.777501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -455184.593750 Penalty: 2040.190308
	Iteration 0F: 2 clusters Score -455184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -451456.031250 Penalty: 4080.380615
	Iteration 0F: 3 clusters Score -451456 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -452289.000000 Penalty: 4080.380615
	Iteration 1F: 3 clusters Score -452289 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -452540.000000 Penalty: 4080.380615
	Iteration 2F: 3 clusters Score -452540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -452700.343750 Penalty: 4080.380615
	Iteration 3F: 3 clusters Score -452700.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -452827.562500 Penalty: 4080.380615
	Iteration 4Q: 3 clusters Score -452827.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -452919.406250 Penalty: 4080.380615
	Iteration 5Q: 3 clusters Score -452919.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -452975.437500 Penalty: 4080.380615
	Iteration 6Q: 3 clusters Score -452975.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -453036.656250 Penalty: 4080.380615
	Iteration 7Q: 3 clusters Score -453036.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -453099.968750 Penalty: 4080.380615
	Iteration 8Q: 3 clusters Score -453100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -453156.656250 Penalty: 4080.380615
	Iteration 9Q: 3 clusters Score -453156.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -453216.968750 Penalty: 4080.380615
	Iteration 10Q: 3 clusters Score -453217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -453266.812500 Penalty: 4080.380615
	Iteration 11Q: 3 clusters Score -453266.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -453322.687500 Penalty: 4080.380615
	Iteration 12Q: 3 clusters Score -453322.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -453366.500000 Penalty: 4080.380615
	Iteration 13Q: 3 clusters Score -453366.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -453397.000000 Penalty: 4080.380615
	Iteration 14Q: 3 clusters Score -453397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -453425.375000 Penalty: 4080.380615
	Iteration 15Q: 3 clusters Score -453425.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -453441.062500 Penalty: 4080.380615
	Iteration 16Q: 3 clusters Score -453441.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -453451.406250 Penalty: 4080.380615
	Iteration 17Q: 3 clusters Score -453451.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -453463.687500 Penalty: 4080.380615
	Iteration 18Q: 3 clusters Score -453463.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -453476.125000 Penalty: 4080.380615
	Iteration 19Q: 3 clusters Score -453476.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -453483.218750 Penalty: 4080.380615
	Iteration 20F: 3 clusters Score -453483.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -453493.750000 Penalty: 4080.380615
	Iteration 21Q: 3 clusters Score -453493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -453502.031250 Penalty: 4080.380615
	Iteration 22Q: 3 clusters Score -453502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -453510.656250 Penalty: 4080.380615
	Iteration 23Q: 3 clusters Score -453510.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -453522.406250 Penalty: 4080.380615
	Iteration 24Q: 3 clusters Score -453522.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -453530.937500 Penalty: 4080.380615
	Iteration 25Q: 3 clusters Score -453530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -453536.187500 Penalty: 4080.380615
	Iteration 26Q: 3 clusters Score -453536.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -453544.093750 Penalty: 4080.380615
	Iteration 27Q: 3 clusters Score -453544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -453547.437500 Penalty: 4080.380615
	Iteration 28Q: 3 clusters Score -453547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -453554.781250 Penalty: 4080.380615
	Iteration 29Q: 3 clusters Score -453554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -453564.312500 Penalty: 4080.380615
	Iteration 30Q: 3 clusters Score -453564.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -453568.781250 Penalty: 4080.380615
	Iteration 31Q: 3 clusters Score -453568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -453571.875000 Penalty: 4080.380615
	Iteration 32Q: 3 clusters Score -453571.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -453575.312500 Penalty: 4080.380615
	Iteration 33Q: 3 clusters Score -453575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -453577.125000 Penalty: 4080.380615
	Iteration 34Q: 3 clusters Score -453577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -453578.531250 Penalty: 4080.380615
	Iteration 35Q: 3 clusters Score -453578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -453578.781250 Penalty: 4080.380615
	Iteration 36Q: 3 clusters Score -453578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -453579.093750 Penalty: 4080.380615
	Iteration 37Q: 3 clusters Score -453579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -453579.093750 Penalty: 4080.380615
	Iteration 38F: 3 clusters Score -453579.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 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 338 members 
Entering Unmasked Estep 
Score: -75582.804688 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75582.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75797.000000 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75883.039062 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -75883.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75967.203125 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -75967.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76023.109375 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -76023.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76044.695312 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76044.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76062.656250 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76062.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76073.546875 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76073.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76077.429688 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76077.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76079.773438 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76079.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76082.773438 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76082.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76082.773438 Penalty: 3229.825684
	Iteration 11F: 3 clusters Score -76082.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55803.371094 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55803.37 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56066.066406 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56066.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56181.191406 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56181.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56283.234375 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56283.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56406.921875 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56406.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56432.589844 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56432.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56465.800781 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56501.117188 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56501.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56554.300781 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56601.179688 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56601.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56652.925781 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56652.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56743.078125 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56743.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56819.152344 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56819.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56934.613281 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -56934.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57007.746094 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -57007.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57036.593750 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -57036.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57059.527344 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -57059.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57089.871094 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -57089.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57121.191406 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -57121.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57138.695312 Penalty: 3131.519775
	Iteration 19Q: 3 clusters Score -57138.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57142.433594 Penalty: 3131.519775
	Iteration 20F: 3 clusters Score -57142.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57146.343750 Penalty: 3131.519775
	Iteration 21Q: 3 clusters Score -57146.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57146.343750 Penalty: 3131.519775
	Iteration 22F: 3 clusters Score -57146.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8991.032227 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -8991.032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80225.843750 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80225.84 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80578.421875 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80578.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80846.445312 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80846.45 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81223.296875 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -81223.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -81785.195312 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81785.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82100.562500 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -82100.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82171.320312 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -82171.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82211.367188 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -82211.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82233.257812 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82233.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82253.718750 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82253.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82273.851562 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82273.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82285.179688 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -82285.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82295.734375 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -82295.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -82308.015625 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -82308.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -82308.015625 Penalty: 3292.729736
	Iteration 14F: 3 clusters Score -82308.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173223 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174380 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 10 contains 56275 members 
Mstep: Class 11 contains 36400 members 
Mstep: Class 12 contains 216213 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 486 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683744.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149685072.000000 to -149683744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 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 290 members 
Entering Unmasked Estep 
Score: -66977.664062 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -66977.66 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67239.109375 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67239.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67398.476562 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67398.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67476.617188 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67476.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67531.359375 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67531.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67589.257812 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67589.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67661.054688 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67661.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67752.570312 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67752.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67825.273438 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67825.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67942.898438 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -67942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68029.703125 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -68029.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68125.453125 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -68125.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68227.640625 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68227.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68427.218750 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68427.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68716.906250 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -68716.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68790.523438 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -68790.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68813.687500 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -68813.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68869.242188 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -68869.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68887.968750 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -68887.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68893.515625 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -68893.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68895.000000 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -68895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68906.726562 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -68906.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68910.140625 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -68910.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68912.414062 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -68912.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68914.750000 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -68914.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68917.296875 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -68917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68926.062500 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -68926.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68955.562500 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -68955.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68975.804688 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -68975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68988.656250 Penalty: 3192.330566
	Iteration 29Q: 3 clusters Score -68988.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69009.757812 Penalty: 3192.330566
	Iteration 30Q: 3 clusters Score -69009.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -69034.578125 Penalty: 3192.330566
	Iteration 31Q: 3 clusters Score -69034.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69044.296875 Penalty: 3192.330566
	Iteration 32Q: 3 clusters Score -69044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69052.968750 Penalty: 3192.330566
	Iteration 33Q: 3 clusters Score -69052.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69067.382812 Penalty: 3192.330566
	Iteration 34Q: 3 clusters Score -69067.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69067.382812 Penalty: 3192.330566
	Iteration 35F: 3 clusters Score -69067.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173223 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174380 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 10 contains 56275 members 
Mstep: Class 11 contains 36400 members 
Mstep: Class 12 contains 216213 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 290 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 334 members 
Entering Unmasked Estep 
Score: -149683616.000000 Penalty: 65918.976562
Splitting cluster 21 changes total score from -149685072.000000 to -149683616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184040 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173223 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174380 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 10 contains 56275 members 
Mstep: Class 11 contains 36400 members 
Mstep: Class 12 contains 216213 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685056.000000 Penalty: 62449.558594
Iteration 399Q: 19 clusters Score -1.496851e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184035 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173222 members 
Mstep: Class 4 contains 223830 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174382 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49429 members 
Mstep: Class 10 contains 56272 members 
Mstep: Class 11 contains 36402 members 
Mstep: Class 12 contains 216223 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 400F: 19 clusters Score -1.49685e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184049 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173217 members 
Mstep: Class 4 contains 223843 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174376 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56268 members 
Mstep: Class 11 contains 36401 members 
Mstep: Class 12 contains 216213 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 401Q: 19 clusters Score -1.496849e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173217 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174376 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49425 members 
Mstep: Class 10 contains 56269 members 
Mstep: Class 11 contains 36404 members 
Mstep: Class 12 contains 216187 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685008.000000 Penalty: 62449.558594
Iteration 402Q: 19 clusters Score -1.49685e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173217 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174378 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56271 members 
Mstep: Class 11 contains 36408 members 
Mstep: Class 12 contains 216169 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 403Q: 19 clusters Score -1.49685e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184051 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173213 members 
Mstep: Class 4 contains 223882 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174373 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 56267 members 
Mstep: Class 11 contains 36411 members 
Mstep: Class 12 contains 216169 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 404Q: 19 clusters Score -1.496849e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173209 members 
Mstep: Class 4 contains 223892 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174368 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56263 members 
Mstep: Class 11 contains 36415 members 
Mstep: Class 12 contains 216170 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 62449.558594
Iteration 405Q: 19 clusters Score -1.496849e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173199 members 
Mstep: Class 4 contains 223890 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174363 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56259 members 
Mstep: Class 11 contains 36424 members 
Mstep: Class 12 contains 216178 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684992.000000 Penalty: 62449.558594
Iteration 406Q: 19 clusters Score -1.49685e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173195 members 
Mstep: Class 4 contains 223893 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174361 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49423 members 
Mstep: Class 10 contains 56257 members 
Mstep: Class 11 contains 36430 members 
Mstep: Class 12 contains 216185 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 407Q: 19 clusters Score -1.49685e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173192 members 
Mstep: Class 4 contains 223891 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174359 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56254 members 
Mstep: Class 11 contains 36435 members 
Mstep: Class 12 contains 216190 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 408Q: 19 clusters Score -1.496848e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184066 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173189 members 
Mstep: Class 4 contains 223892 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174364 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56244 members 
Mstep: Class 11 contains 36437 members 
Mstep: Class 12 contains 216189 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 409Q: 19 clusters Score -1.496848e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173180 members 
Mstep: Class 4 contains 223885 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174360 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49425 members 
Mstep: Class 10 contains 56245 members 
Mstep: Class 11 contains 36446 members 
Mstep: Class 12 contains 216207 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 410Q: 19 clusters Score -1.496848e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184058 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173177 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174368 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49426 members 
Mstep: Class 10 contains 56243 members 
Mstep: Class 11 contains 36454 members 
Mstep: Class 12 contains 216206 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 411Q: 19 clusters Score -1.49685e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173174 members 
Mstep: Class 4 contains 223873 members 
Mstep: Class 5 contains 62446 members 
Mstep: Class 6 contains 174374 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49427 members 
Mstep: Class 10 contains 56239 members 
Mstep: Class 11 contains 36459 members 
Mstep: Class 12 contains 216205 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684960.000000 Penalty: 62449.558594
Iteration 412Q: 19 clusters Score -1.49685e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173170 members 
Mstep: Class 4 contains 223876 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174371 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 56235 members 
Mstep: Class 11 contains 36462 members 
Mstep: Class 12 contains 216201 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 413Q: 19 clusters Score -1.496849e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184067 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173172 members 
Mstep: Class 4 contains 223880 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174362 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56232 members 
Mstep: Class 11 contains 36467 members 
Mstep: Class 12 contains 216204 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 414Q: 19 clusters Score -1.496848e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184074 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173169 members 
Mstep: Class 4 contains 223885 members 
Mstep: Class 5 contains 62444 members 
Mstep: Class 6 contains 174359 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56230 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 216199 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684720.000000 Penalty: 62449.558594
Iteration 415Q: 19 clusters Score -1.496847e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173169 members 
Mstep: Class 4 contains 223889 members 
Mstep: Class 5 contains 62442 members 
Mstep: Class 6 contains 174353 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56231 members 
Mstep: Class 11 contains 36472 members 
Mstep: Class 12 contains 216199 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 62449.558594
Iteration 416Q: 19 clusters Score -1.496848e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173164 members 
Mstep: Class 4 contains 223890 members 
Mstep: Class 5 contains 62442 members 
Mstep: Class 6 contains 174351 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56228 members 
Mstep: Class 11 contains 36472 members 
Mstep: Class 12 contains 216204 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 417Q: 19 clusters Score -1.496849e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184087 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173165 members 
Mstep: Class 4 contains 223893 members 
Mstep: Class 5 contains 62443 members 
Mstep: Class 6 contains 174345 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56223 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 216205 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 418Q: 19 clusters Score -1.496848e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184091 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173164 members 
Mstep: Class 4 contains 223896 members 
Mstep: Class 5 contains 62443 members 
Mstep: Class 6 contains 174340 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56219 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 216209 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 62449.558594
Iteration 419Q: 19 clusters Score -1.496848e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173157 members 
Mstep: Class 4 contains 223904 members 
Mstep: Class 5 contains 62443 members 
Mstep: Class 6 contains 174340 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56217 members 
Mstep: Class 11 contains 36471 members 
Mstep: Class 12 contains 216204 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684720.000000 Penalty: 62449.558594
Iteration 420F: 19 clusters Score -1.496847e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173149 members 
Mstep: Class 4 contains 223904 members 
Mstep: Class 5 contains 62443 members 
Mstep: Class 6 contains 174342 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56218 members 
Mstep: Class 11 contains 36474 members 
Mstep: Class 12 contains 216198 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 421Q: 19 clusters Score -1.496848e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184108 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173145 members 
Mstep: Class 4 contains 223908 members 
Mstep: Class 5 contains 62444 members 
Mstep: Class 6 contains 174346 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56210 members 
Mstep: Class 11 contains 36475 members 
Mstep: Class 12 contains 216197 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 62449.558594
Iteration 422Q: 19 clusters Score -1.496847e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184113 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173140 members 
Mstep: Class 4 contains 223908 members 
Mstep: Class 5 contains 62445 members 
Mstep: Class 6 contains 174348 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56209 members 
Mstep: Class 11 contains 36478 members 
Mstep: Class 12 contains 216192 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 423Q: 19 clusters Score -1.496848e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173145 members 
Mstep: Class 4 contains 223908 members 
Mstep: Class 5 contains 62446 members 
Mstep: Class 6 contains 174350 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56208 members 
Mstep: Class 11 contains 36480 members 
Mstep: Class 12 contains 216176 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 424Q: 19 clusters Score -1.496848e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173138 members 
Mstep: Class 4 contains 223916 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174350 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56207 members 
Mstep: Class 11 contains 36481 members 
Mstep: Class 12 contains 216173 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 425Q: 19 clusters Score -1.496848e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173136 members 
Mstep: Class 4 contains 223918 members 
Mstep: Class 5 contains 62446 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56206 members 
Mstep: Class 11 contains 36487 members 
Mstep: Class 12 contains 216170 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 426Q: 19 clusters Score -1.496848e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173130 members 
Mstep: Class 4 contains 223921 members 
Mstep: Class 5 contains 62447 members 
Mstep: Class 6 contains 174351 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56203 members 
Mstep: Class 11 contains 36489 members 
Mstep: Class 12 contains 216170 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 62449.558594
Iteration 427Q: 19 clusters Score -1.496847e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173124 members 
Mstep: Class 4 contains 223923 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174352 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56202 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216169 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 428Q: 19 clusters Score -1.496848e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173116 members 
Mstep: Class 4 contains 223930 members 
Mstep: Class 5 contains 62448 members 
Mstep: Class 6 contains 174352 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56199 members 
Mstep: Class 11 contains 36491 members 
Mstep: Class 12 contains 216163 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 429Q: 19 clusters Score -1.496848e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184133 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173110 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174356 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56196 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216164 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 430Q: 19 clusters Score -1.496848e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173109 members 
Mstep: Class 4 contains 223944 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174354 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56196 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216157 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 62449.558594
Iteration 431Q: 19 clusters Score -1.496848e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173107 members 
Mstep: Class 4 contains 223950 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174356 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49416 members 
Mstep: Class 10 contains 56195 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216153 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 432Q: 19 clusters Score -1.496848e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173104 members 
Mstep: Class 4 contains 223952 members 
Mstep: Class 5 contains 62449 members 
Mstep: Class 6 contains 174358 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56194 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216156 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 433Q: 19 clusters Score -1.496848e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173098 members 
Mstep: Class 4 contains 223954 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174357 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49414 members 
Mstep: Class 10 contains 56194 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216160 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 434Q: 19 clusters Score -1.496848e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184130 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173098 members 
Mstep: Class 4 contains 223958 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174357 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49415 members 
Mstep: Class 10 contains 56193 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216161 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 435Q: 19 clusters Score -1.496848e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184129 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173095 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174360 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49416 members 
Mstep: Class 10 contains 56191 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216159 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 62449.558594
Iteration 436Q: 19 clusters Score -1.496848e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184131 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173091 members 
Mstep: Class 4 contains 223966 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174358 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49416 members 
Mstep: Class 10 contains 56191 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216159 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 62449.558594
Iteration 437Q: 19 clusters Score -1.496847e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173084 members 
Mstep: Class 4 contains 223968 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174352 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56193 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216162 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 62449.558594
Iteration 438Q: 19 clusters Score -1.496847e+08 nChanged 15
Entering ConstructFrom: 
Score: -149684704.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (184136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Entering Unmasked Estep 
Score: -23577038.000000 Penalty: 3006.610596
	Iteration 0F: 2 clusters Score -2.357704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91907 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -23455886.000000 Penalty: 6013.221191
	Iteration 0F: 3 clusters Score -2.345589e+07 nChanged 88651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -23507824.000000 Penalty: 6013.221191
	Iteration 1F: 3 clusters Score -2.350782e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
Score: -23509540.000000 Penalty: 6013.221191
	Iteration 2Q: 3 clusters Score -2.350954e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -23511772.000000 Penalty: 6013.221191
	Iteration 3Q: 3 clusters Score -2.351177e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -23516716.000000 Penalty: 6013.221191
	Iteration 4Q: 3 clusters Score -2.351672e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 116735 members 
Entering Unmasked Estep 
Score: -23525290.000000 Penalty: 6013.221191
	Iteration 5F: 3 clusters Score -2.352529e+07 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 128187 members 
Entering Unmasked Estep 
Score: -23537762.000000 Penalty: 6013.221191
	Iteration 6F: 3 clusters Score -2.353776e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 140403 members 
Entering Unmasked Estep 
Score: -23552198.000000 Penalty: 6013.221191
	Iteration 7F: 3 clusters Score -2.35522e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 149587 members 
Entering Unmasked Estep 
Score: -23564038.000000 Penalty: 6013.221191
	Iteration 8F: 3 clusters Score -2.356404e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -23570522.000000 Penalty: 6013.221191
	Iteration 9Q: 3 clusters Score -2.357052e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -23572948.000000 Penalty: 6013.221191
	Iteration 10Q: 3 clusters Score -2.357295e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -23574420.000000 Penalty: 6013.221191
	Iteration 11Q: 3 clusters Score -2.357442e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 161539 members 
Entering Unmasked Estep 
Score: -23575304.000000 Penalty: 6013.221191
	Iteration 12Q: 3 clusters Score -2.35753e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 163122 members 
Entering Unmasked Estep 
Score: -23575752.000000 Penalty: 6013.221191
	Iteration 13Q: 3 clusters Score -2.357575e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -23575984.000000 Penalty: 6013.221191
	Iteration 14Q: 3 clusters Score -2.357598e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 165825 members 
Entering Unmasked Estep 
Score: -23576286.000000 Penalty: 6013.221191
	Iteration 15Q: 3 clusters Score -2.357629e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 167020 members 
Entering Unmasked Estep 
Score: -23576592.000000 Penalty: 6013.221191
	Iteration 16Q: 3 clusters Score -2.357659e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -23576752.000000 Penalty: 6013.221191
	Iteration 17Q: 3 clusters Score -2.357675e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 169140 members 
Entering Unmasked Estep 
Score: -23576956.000000 Penalty: 6013.221191
	Iteration 18Q: 3 clusters Score -2.357696e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 170047 members 
Entering Unmasked Estep 
Score: -23577002.000000 Penalty: 6013.221191
	Iteration 19Q: 3 clusters Score -2.3577e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -23577104.000000 Penalty: 6013.221191
	Iteration 20F: 3 clusters Score -2.35771e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -23577218.000000 Penalty: 6013.221191
	Iteration 21Q: 3 clusters Score -2.357722e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -23577298.000000 Penalty: 6013.221191
	Iteration 22Q: 3 clusters Score -2.35773e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 172922 members 
Entering Unmasked Estep 
Score: -23577348.000000 Penalty: 6013.221191
	Iteration 23Q: 3 clusters Score -2.357735e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 173442 members 
Entering Unmasked Estep 
Score: -23577320.000000 Penalty: 6013.221191
	Iteration 24Q: 3 clusters Score -2.357732e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -23577366.000000 Penalty: 6013.221191
	Iteration 25Q: 3 clusters Score -2.357737e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 174409 members 
Entering Unmasked Estep 
Score: -23577462.000000 Penalty: 6013.221191
	Iteration 26Q: 3 clusters Score -2.357746e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -23577462.000000 Penalty: 6013.221191
	Iteration 27Q: 3 clusters Score -2.357746e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -23577542.000000 Penalty: 6013.221191
	Iteration 28Q: 3 clusters Score -2.357754e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -23577516.000000 Penalty: 6013.221191
	Iteration 29Q: 3 clusters Score -2.357752e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -23577506.000000 Penalty: 6013.221191
	Iteration 30Q: 3 clusters Score -2.357751e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 176158 members 
Entering Unmasked Estep 
Score: -23577488.000000 Penalty: 6013.221191
	Iteration 31Q: 3 clusters Score -2.357749e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -23577546.000000 Penalty: 6013.221191
	Iteration 32Q: 3 clusters Score -2.357755e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 176622 members 
Entering Unmasked Estep 
Score: -23577578.000000 Penalty: 6013.221191
	Iteration 33Q: 3 clusters Score -2.357758e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -23577522.000000 Penalty: 6013.221191
	Iteration 34Q: 3 clusters Score -2.357752e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -23577548.000000 Penalty: 6013.221191
	Iteration 35Q: 3 clusters Score -2.357755e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -23577608.000000 Penalty: 6013.221191
	Iteration 36Q: 3 clusters Score -2.357761e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 177354 members 
Entering Unmasked Estep 
Score: -23577646.000000 Penalty: 6013.221191
	Iteration 37Q: 3 clusters Score -2.357765e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -23577604.000000 Penalty: 6013.221191
	Iteration 38Q: 3 clusters Score -2.35776e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -23577592.000000 Penalty: 6013.221191
	Iteration 39Q: 3 clusters Score -2.357759e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 177739 members 
Entering Unmasked Estep 
Score: -23577650.000000 Penalty: 6013.221191
	Iteration 40F: 3 clusters Score -2.357765e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 177840 members 
Entering Unmasked Estep 
Score: -23577610.000000 Penalty: 6013.221191
	Iteration 41Q: 3 clusters Score -2.357761e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 177935 members 
Entering Unmasked Estep 
Score: -23577648.000000 Penalty: 6013.221191
	Iteration 42Q: 3 clusters Score -2.357765e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 178007 members 
Entering Unmasked Estep 
Score: -23577638.000000 Penalty: 6013.221191
	Iteration 43Q: 3 clusters Score -2.357764e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -23577618.000000 Penalty: 6013.221191
	Iteration 44Q: 3 clusters Score -2.357762e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 178146 members 
Entering Unmasked Estep 
Score: -23577630.000000 Penalty: 6013.221191
	Iteration 45Q: 3 clusters Score -2.357763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 178215 members 
Entering Unmasked Estep 
Score: -23577636.000000 Penalty: 6013.221191
	Iteration 46Q: 3 clusters Score -2.357764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 178281 members 
Entering Unmasked Estep 
Score: -23577598.000000 Penalty: 6013.221191
	Iteration 47Q: 3 clusters Score -2.35776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -23577612.000000 Penalty: 6013.221191
	Iteration 48Q: 3 clusters Score -2.357761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 178407 members 
Entering Unmasked Estep 
Score: -23577616.000000 Penalty: 6013.221191
	Iteration 49Q: 3 clusters Score -2.357762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -23577662.000000 Penalty: 6013.221191
	Iteration 50Q: 3 clusters Score -2.357766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 178497 members 
Entering Unmasked Estep 
Score: -23577628.000000 Penalty: 6013.221191
	Iteration 51Q: 3 clusters Score -2.357763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 178538 members 
Entering Unmasked Estep 
Score: -23577618.000000 Penalty: 6013.221191
	Iteration 52Q: 3 clusters Score -2.357762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -23577606.000000 Penalty: 6013.221191
	Iteration 53Q: 3 clusters Score -2.357761e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -23577600.000000 Penalty: 6013.221191
	Iteration 54Q: 3 clusters Score -2.35776e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 178666 members 
Entering Unmasked Estep 
Score: -23577630.000000 Penalty: 6013.221191
	Iteration 55Q: 3 clusters Score -2.357763e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 178707 members 
Entering Unmasked Estep 
Score: -23577608.000000 Penalty: 6013.221191
	Iteration 56Q: 3 clusters Score -2.357761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -23577618.000000 Penalty: 6013.221191
	Iteration 57Q: 3 clusters Score -2.357762e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 178780 members 
Entering Unmasked Estep 
Score: -23577614.000000 Penalty: 6013.221191
	Iteration 58Q: 3 clusters Score -2.357761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 178804 members 
Entering Unmasked Estep 
Score: -23577614.000000 Penalty: 6013.221191
	Iteration 59Q: 3 clusters Score -2.357761e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 178827 members 
Entering Unmasked Estep 
Score: -23577604.000000 Penalty: 6013.221191
	Iteration 60F: 3 clusters Score -2.35776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 178845 members 
Entering Unmasked Estep 
Score: -23577626.000000 Penalty: 6013.221191
	Iteration 61Q: 3 clusters Score -2.357763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 178864 members 
Entering Unmasked Estep 
Score: -23577624.000000 Penalty: 6013.221191
	Iteration 62Q: 3 clusters Score -2.357762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -23577644.000000 Penalty: 6013.221191
	Iteration 63Q: 3 clusters Score -2.357764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -23577634.000000 Penalty: 6013.221191
	Iteration 64Q: 3 clusters Score -2.357763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 178910 members 
Entering Unmasked Estep 
Score: -23577646.000000 Penalty: 6013.221191
	Iteration 65Q: 3 clusters Score -2.357765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 178920 members 
Entering Unmasked Estep 
Score: -23577628.000000 Penalty: 6013.221191
	Iteration 66Q: 3 clusters Score -2.357763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 178929 members 
Entering Unmasked Estep 
Score: -23577638.000000 Penalty: 6013.221191
	Iteration 67Q: 3 clusters Score -2.357764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 178936 members 
Entering Unmasked Estep 
Score: -23577656.000000 Penalty: 6013.221191
	Iteration 68Q: 3 clusters Score -2.357766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 178944 members 
Entering Unmasked Estep 
Score: -23577658.000000 Penalty: 6013.221191
	Iteration 69Q: 3 clusters Score -2.357766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -23577664.000000 Penalty: 6013.221191
	Iteration 70Q: 3 clusters Score -2.357766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 178960 members 
Entering Unmasked Estep 
Score: -23577674.000000 Penalty: 6013.221191
	Iteration 71Q: 3 clusters Score -2.357767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 178971 members 
Entering Unmasked Estep 
Score: -23577672.000000 Penalty: 6013.221191
	Iteration 72Q: 3 clusters Score -2.357767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 178984 members 
Entering Unmasked Estep 
Score: -23577668.000000 Penalty: 6013.221191
	Iteration 73Q: 3 clusters Score -2.357767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 179003 members 
Entering Unmasked Estep 
Score: -23577658.000000 Penalty: 6013.221191
	Iteration 74Q: 3 clusters Score -2.357766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 179016 members 
Entering Unmasked Estep 
Score: -23577646.000000 Penalty: 6013.221191
	Iteration 75Q: 3 clusters Score -2.357765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 179025 members 
Entering Unmasked Estep 
Score: -23577660.000000 Penalty: 6013.221191
	Iteration 76Q: 3 clusters Score -2.357766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -23577654.000000 Penalty: 6013.221191
	Iteration 77Q: 3 clusters Score -2.357765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 179038 members 
Entering Unmasked Estep 
Score: -23577648.000000 Penalty: 6013.221191
	Iteration 78Q: 3 clusters Score -2.357765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 179047 members 
Entering Unmasked Estep 
Score: -23577650.000000 Penalty: 6013.221191
	Iteration 79Q: 3 clusters Score -2.357765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -23577634.000000 Penalty: 6013.221191
	Iteration 80F: 3 clusters Score -2.357763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -23577640.000000 Penalty: 6013.221191
	Iteration 81Q: 3 clusters Score -2.357764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -23577640.000000 Penalty: 6013.221191
	Iteration 82Q: 3 clusters Score -2.357764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 179061 members 
Entering Unmasked Estep 
Score: -23577634.000000 Penalty: 6013.221191
	Iteration 83Q: 3 clusters Score -2.357763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 179066 members 
Entering Unmasked Estep 
Score: -23577646.000000 Penalty: 6013.221191
	Iteration 84Q: 3 clusters Score -2.357765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -23577628.000000 Penalty: 6013.221191
	Iteration 85Q: 3 clusters Score -2.357763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 179080 members 
Entering Unmasked Estep 
Score: -23577640.000000 Penalty: 6013.221191
	Iteration 86Q: 3 clusters Score -2.357764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 179086 members 
Entering Unmasked Estep 
Score: -23577612.000000 Penalty: 6013.221191
	Iteration 87Q: 3 clusters Score -2.357761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 179093 members 
Entering Unmasked Estep 
Score: -23577620.000000 Penalty: 6013.221191
	Iteration 88Q: 3 clusters Score -2.357762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 179100 members 
Entering Unmasked Estep 
Score: -23577624.000000 Penalty: 6013.221191
	Iteration 89Q: 3 clusters Score -2.357762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 179108 members 
Entering Unmasked Estep 
Score: -23577606.000000 Penalty: 6013.221191
	Iteration 90Q: 3 clusters Score -2.357761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -23577604.000000 Penalty: 6013.221191
	Iteration 91Q: 3 clusters Score -2.35776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -23577588.000000 Penalty: 6013.221191
	Iteration 92Q: 3 clusters Score -2.357759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 179127 members 
Entering Unmasked Estep 
Score: -23577600.000000 Penalty: 6013.221191
	Iteration 93Q: 3 clusters Score -2.35776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -23577610.000000 Penalty: 6013.221191
	Iteration 94Q: 3 clusters Score -2.357761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 179136 members 
Entering Unmasked Estep 
Score: -23577614.000000 Penalty: 6013.221191
	Iteration 95Q: 3 clusters Score -2.357761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -23577634.000000 Penalty: 6013.221191
	Iteration 96Q: 3 clusters Score -2.357763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 179144 members 
Entering Unmasked Estep 
Score: -23577636.000000 Penalty: 6013.221191
	Iteration 97Q: 3 clusters Score -2.357764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 179146 members 
Entering Unmasked Estep 
Score: -23577632.000000 Penalty: 6013.221191
	Iteration 98Q: 3 clusters Score -2.357763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 179146 members 
Entering Unmasked Estep 
Score: -23577632.000000 Penalty: 6013.221191
	Iteration 99F: 3 clusters Score -2.357763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173081 members 
Mstep: Class 4 contains 223971 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56193 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216165 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 179146 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149684224.000000 Penalty: 65918.976562
Splitting cluster 1 changes total score from -149684704.000000 to -149684224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -545240.875000 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -545240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -541104.812500 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -541104.8 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -542048.937500 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -542048.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -542225.250000 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -542225.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -542326.000000 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -542326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -542377.625000 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -542377.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -542410.250000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -542410.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -542432.437500 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -542432.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -542457.062500 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -542457.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -542478.062500 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -542478.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -542499.062500 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -542499.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -542517.312500 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -542517.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -542534.000000 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -542534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -542544.500000 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -542544.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -542555.812500 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -542555.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -542567.062500 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -542567.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -542580.625000 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -542580.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -542589.437500 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -542589.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -542601.687500 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -542601.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -542614.250000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -542614.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -542630.062500 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -542630.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -542648.187500 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -542648.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -542667.750000 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -542667.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -542687.812500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -542687.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -542707.312500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -542707.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -542724.937500 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -542724.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -542744.375000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -542744.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -542762.625000 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -542762.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -542779.125000 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -542779.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -542789.437500 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -542789.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -542800.750000 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -542800.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -542814.250000 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -542814.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -542824.437500 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -542824.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -542841.750000 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -542841.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -542861.000000 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -542861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -542877.937500 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -542877.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -542894.000000 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -542894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -542909.000000 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -542909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -542927.312500 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -542927.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -542956.187500 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -542956.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -542985.500000 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -542985.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -543009.125000 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -543009.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -543029.062500 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -543029.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -543066.250000 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -543066.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -543117.562500 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -543117.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -543186.375000 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -543186.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -543286.812500 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -543286.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -543384.000000 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -543384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -543496.625000 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -543496.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -543597.625000 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -543597.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -543686.312500 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -543686.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -543756.000000 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -543756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -543831.000000 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -543831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -543911.812500 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -543911.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -543997.125000 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -543997.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -544106.875000 Penalty: 4157.274902
	Iteration 54Q: 3 clusters Score -544106.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -544218.437500 Penalty: 4157.274902
	Iteration 55Q: 3 clusters Score -544218.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -544322.062500 Penalty: 4157.274902
	Iteration 56Q: 3 clusters Score -544322.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -544399.625000 Penalty: 4157.274902
	Iteration 57Q: 3 clusters Score -544399.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -544489.750000 Penalty: 4157.274902
	Iteration 58Q: 3 clusters Score -544489.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -544566.875000 Penalty: 4157.274902
	Iteration 59Q: 3 clusters Score -544566.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -544652.125000 Penalty: 4157.274902
	Iteration 60F: 3 clusters Score -544652.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -544735.437500 Penalty: 4157.274902
	Iteration 61Q: 3 clusters Score -544735.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -544790.250000 Penalty: 4157.274902
	Iteration 62Q: 3 clusters Score -544790.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -544834.875000 Penalty: 4157.274902
	Iteration 63Q: 3 clusters Score -544834.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -544874.687500 Penalty: 4157.274902
	Iteration 64Q: 3 clusters Score -544874.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -544900.062500 Penalty: 4157.274902
	Iteration 65Q: 3 clusters Score -544900.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -544917.625000 Penalty: 4157.274902
	Iteration 66Q: 3 clusters Score -544917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -544927.250000 Penalty: 4157.274902
	Iteration 67Q: 3 clusters Score -544927.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -544934.875000 Penalty: 4157.274902
	Iteration 68Q: 3 clusters Score -544934.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -544943.562500 Penalty: 4157.274902
	Iteration 69Q: 3 clusters Score -544943.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -544953.625000 Penalty: 4157.274902
	Iteration 70Q: 3 clusters Score -544953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -544958.250000 Penalty: 4157.274902
	Iteration 71Q: 3 clusters Score -544958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -544963.062500 Penalty: 4157.274902
	Iteration 72Q: 3 clusters Score -544963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -544967.500000 Penalty: 4157.274902
	Iteration 73Q: 3 clusters Score -544967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -544968.750000 Penalty: 4157.274902
	Iteration 74Q: 3 clusters Score -544968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -544970.687500 Penalty: 4157.274902
	Iteration 75Q: 3 clusters Score -544970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -544971.812500 Penalty: 4157.274902
	Iteration 76Q: 3 clusters Score -544971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -544972.500000 Penalty: 4157.274902
	Iteration 77Q: 3 clusters Score -544972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -544975.250000 Penalty: 4157.274902
	Iteration 78Q: 3 clusters Score -544975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -544975.437500 Penalty: 4157.274902
	Iteration 79Q: 3 clusters Score -544975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544975.937500 Penalty: 4157.274902
	Iteration 80F: 3 clusters Score -544975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -544976.000000 Penalty: 4157.274902
	Iteration 81Q: 3 clusters Score -544976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -544976.000000 Penalty: 4157.274902
	Iteration 82F: 3 clusters Score -544976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173081 members 
Entering Unmasked Estep 
Score: -22244868.000000 Penalty: 2991.255615
	Iteration 0F: 2 clusters Score -2.224487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -22130398.000000 Penalty: 5982.511230
	Iteration 0F: 3 clusters Score -2.21304e+07 nChanged 83080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -22178912.000000 Penalty: 5982.511230
	Iteration 1F: 3 clusters Score -2.217891e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -22180060.000000 Penalty: 5982.511230
	Iteration 2Q: 3 clusters Score -2.218006e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -22181974.000000 Penalty: 5982.511230
	Iteration 3Q: 3 clusters Score -2.218197e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -22184832.000000 Penalty: 5982.511230
	Iteration 4Q: 3 clusters Score -2.218483e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112984 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -22190508.000000 Penalty: 5982.511230
	Iteration 5F: 3 clusters Score -2.219051e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -22199548.000000 Penalty: 5982.511230
	Iteration 6F: 3 clusters Score -2.219955e+07 nChanged 14466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139632 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -22212148.000000 Penalty: 5982.511230
	Iteration 7F: 3 clusters Score -2.221215e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153194 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -22224680.000000 Penalty: 5982.511230
	Iteration 8F: 3 clusters Score -2.222468e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -22234096.000000 Penalty: 5982.511230
	Iteration 9F: 3 clusters Score -2.22341e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22239068.000000 Penalty: 5982.511230
	Iteration 10Q: 3 clusters Score -2.223907e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -22240900.000000 Penalty: 5982.511230
	Iteration 11Q: 3 clusters Score -2.22409e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22241630.000000 Penalty: 5982.511230
	Iteration 12Q: 3 clusters Score -2.224163e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172555 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22241986.000000 Penalty: 5982.511230
	Iteration 13Q: 3 clusters Score -2.224199e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22242176.000000 Penalty: 5982.511230
	Iteration 14Q: 3 clusters Score -2.224218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22242210.000000 Penalty: 5982.511230
	Iteration 15Q: 3 clusters Score -2.224221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22242258.000000 Penalty: 5982.511230
	Iteration 16Q: 3 clusters Score -2.224226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22242270.000000 Penalty: 5982.511230
	Iteration 17Q: 3 clusters Score -2.224227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172786 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22242270.000000 Penalty: 5982.511230
	Iteration 18Q: 3 clusters Score -2.224227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22242268.000000 Penalty: 5982.511230
	Iteration 19Q: 3 clusters Score -2.224227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22242282.000000 Penalty: 5982.511230
	Iteration 20F: 3 clusters Score -2.224228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22242280.000000 Penalty: 5982.511230
	Iteration 21Q: 3 clusters Score -2.224228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22242282.000000 Penalty: 5982.511230
	Iteration 22Q: 3 clusters Score -2.224228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22242274.000000 Penalty: 5982.511230
	Iteration 23Q: 3 clusters Score -2.224227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22242272.000000 Penalty: 5982.511230
	Iteration 24Q: 3 clusters Score -2.224227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22242278.000000 Penalty: 5982.511230
	Iteration 25Q: 3 clusters Score -2.224228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22242278.000000 Penalty: 5982.511230
	Iteration 26F: 3 clusters Score -2.224228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223971 members 
Entering Unmasked Estep 
Score: -28655206.000000 Penalty: 3055.179443
	Iteration 0F: 2 clusters Score -2.865521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -28514628.000000 Penalty: 6110.358887
	Iteration 0F: 3 clusters Score -2.851463e+07 nChanged 107827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112304 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -28577436.000000 Penalty: 6110.358887
	Iteration 1F: 3 clusters Score -2.857744e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112814 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -28578306.000000 Penalty: 6110.358887
	Iteration 2Q: 3 clusters Score -2.857831e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 110446 members 
Entering Unmasked Estep 
Score: -28579100.000000 Penalty: 6110.358887
	Iteration 3Q: 3 clusters Score -2.85791e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114569 members 
Mstep: Class 2 contains 109402 members 
Entering Unmasked Estep 
Score: -28579982.000000 Penalty: 6110.358887
	Iteration 4Q: 3 clusters Score -2.857998e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -28581044.000000 Penalty: 6110.358887
	Iteration 5Q: 3 clusters Score -2.858104e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -28582520.000000 Penalty: 6110.358887
	Iteration 6Q: 3 clusters Score -2.858252e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -28584860.000000 Penalty: 6110.358887
	Iteration 7Q: 3 clusters Score -2.858486e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -28588502.000000 Penalty: 6110.358887
	Iteration 8Q: 3 clusters Score -2.85885e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135940 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -28594442.000000 Penalty: 6110.358887
	Iteration 9Q: 3 clusters Score -2.859444e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145288 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -28603380.000000 Penalty: 6110.358887
	Iteration 10F: 3 clusters Score -2.860338e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -28615352.000000 Penalty: 6110.358887
	Iteration 11F: 3 clusters Score -2.861535e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -28625712.000000 Penalty: 6110.358887
	Iteration 12F: 3 clusters Score -2.862571e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -28631712.000000 Penalty: 6110.358887
	Iteration 13Q: 3 clusters Score -2.863171e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174672 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -28635156.000000 Penalty: 6110.358887
	Iteration 14Q: 3 clusters Score -2.863516e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -28637536.000000 Penalty: 6110.358887
	Iteration 15Q: 3 clusters Score -2.863754e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184682 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -28639600.000000 Penalty: 6110.358887
	Iteration 16Q: 3 clusters Score -2.86396e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189447 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -28641416.000000 Penalty: 6110.358887
	Iteration 17Q: 3 clusters Score -2.864142e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193997 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -28643082.000000 Penalty: 6110.358887
	Iteration 18Q: 3 clusters Score -2.864308e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198285 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -28644606.000000 Penalty: 6110.358887
	Iteration 19Q: 3 clusters Score -2.864461e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202149 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -28645926.000000 Penalty: 6110.358887
	Iteration 20F: 3 clusters Score -2.864593e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205652 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -28647056.000000 Penalty: 6110.358887
	Iteration 21Q: 3 clusters Score -2.864706e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208815 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -28647976.000000 Penalty: 6110.358887
	Iteration 22Q: 3 clusters Score -2.864798e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211528 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -28649014.000000 Penalty: 6110.358887
	Iteration 23Q: 3 clusters Score -2.864901e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213831 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -28649796.000000 Penalty: 6110.358887
	Iteration 24Q: 3 clusters Score -2.86498e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215827 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -28650478.000000 Penalty: 6110.358887
	Iteration 25Q: 3 clusters Score -2.865048e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217403 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -28651064.000000 Penalty: 6110.358887
	Iteration 26Q: 3 clusters Score -2.865106e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218616 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -28651414.000000 Penalty: 6110.358887
	Iteration 27Q: 3 clusters Score -2.865141e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219598 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -28651722.000000 Penalty: 6110.358887
	Iteration 28Q: 3 clusters Score -2.865172e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220325 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -28651930.000000 Penalty: 6110.358887
	Iteration 29Q: 3 clusters Score -2.865193e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220864 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -28652114.000000 Penalty: 6110.358887
	Iteration 30Q: 3 clusters Score -2.865211e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221293 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -28652260.000000 Penalty: 6110.358887
	Iteration 31Q: 3 clusters Score -2.865226e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221629 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -28652364.000000 Penalty: 6110.358887
	Iteration 32Q: 3 clusters Score -2.865236e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221892 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -28652486.000000 Penalty: 6110.358887
	Iteration 33Q: 3 clusters Score -2.865249e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222099 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -28652612.000000 Penalty: 6110.358887
	Iteration 34Q: 3 clusters Score -2.865261e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222263 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -28652692.000000 Penalty: 6110.358887
	Iteration 35Q: 3 clusters Score -2.865269e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222395 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -28652794.000000 Penalty: 6110.358887
	Iteration 36Q: 3 clusters Score -2.865279e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222495 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -28652828.000000 Penalty: 6110.358887
	Iteration 37Q: 3 clusters Score -2.865283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222559 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -28652812.000000 Penalty: 6110.358887
	Iteration 38Q: 3 clusters Score -2.865281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222600 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -28652864.000000 Penalty: 6110.358887
	Iteration 39Q: 3 clusters Score -2.865286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222632 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -28652884.000000 Penalty: 6110.358887
	Iteration 40F: 3 clusters Score -2.865288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222664 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -28652908.000000 Penalty: 6110.358887
	Iteration 41Q: 3 clusters Score -2.865291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222695 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -28652928.000000 Penalty: 6110.358887
	Iteration 42Q: 3 clusters Score -2.865293e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222720 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -28652924.000000 Penalty: 6110.358887
	Iteration 43Q: 3 clusters Score -2.865292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222740 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -28652940.000000 Penalty: 6110.358887
	Iteration 44Q: 3 clusters Score -2.865294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222759 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -28652954.000000 Penalty: 6110.358887
	Iteration 45Q: 3 clusters Score -2.865295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222773 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -28652954.000000 Penalty: 6110.358887
	Iteration 46Q: 3 clusters Score -2.865295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222780 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -28652960.000000 Penalty: 6110.358887
	Iteration 47Q: 3 clusters Score -2.865296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222794 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -28652958.000000 Penalty: 6110.358887
	Iteration 48Q: 3 clusters Score -2.865296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222809 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -28652942.000000 Penalty: 6110.358887
	Iteration 49Q: 3 clusters Score -2.865294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222829 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -28652972.000000 Penalty: 6110.358887
	Iteration 50Q: 3 clusters Score -2.865297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222841 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -28652954.000000 Penalty: 6110.358887
	Iteration 51Q: 3 clusters Score -2.865295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222852 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -28652954.000000 Penalty: 6110.358887
	Iteration 52Q: 3 clusters Score -2.865295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222863 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -28652968.000000 Penalty: 6110.358887
	Iteration 53Q: 3 clusters Score -2.865297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222872 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -28652966.000000 Penalty: 6110.358887
	Iteration 54Q: 3 clusters Score -2.865297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222882 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -28652970.000000 Penalty: 6110.358887
	Iteration 55Q: 3 clusters Score -2.865297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222895 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -28652986.000000 Penalty: 6110.358887
	Iteration 56Q: 3 clusters Score -2.865299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222900 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -28652994.000000 Penalty: 6110.358887
	Iteration 57Q: 3 clusters Score -2.865299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -28652992.000000 Penalty: 6110.358887
	Iteration 58Q: 3 clusters Score -2.865299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222907 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -28652992.000000 Penalty: 6110.358887
	Iteration 59Q: 3 clusters Score -2.865299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222912 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -28652986.000000 Penalty: 6110.358887
	Iteration 60F: 3 clusters Score -2.865299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222915 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -28653008.000000 Penalty: 6110.358887
	Iteration 61Q: 3 clusters Score -2.865301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222917 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -28652998.000000 Penalty: 6110.358887
	Iteration 62Q: 3 clusters Score -2.8653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222920 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -28652992.000000 Penalty: 6110.358887
	Iteration 63Q: 3 clusters Score -2.865299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222922 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -28652996.000000 Penalty: 6110.358887
	Iteration 64Q: 3 clusters Score -2.8653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222922 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -28652996.000000 Penalty: 6110.358887
	Iteration 65F: 3 clusters Score -2.8653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Entering Unmasked Estep 
Score: -7768839.000000 Penalty: 2738.446289
	Iteration 0F: 2 clusters Score -7768839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -7727182.000000 Penalty: 5476.892578
	Iteration 0F: 3 clusters Score -7727182 nChanged 28840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -7742971.500000 Penalty: 5476.892578
	Iteration 1F: 3 clusters Score -7742972 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -7743502.500000 Penalty: 5476.892578
	Iteration 2Q: 3 clusters Score -7743502 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -7744009.000000 Penalty: 5476.892578
	Iteration 3Q: 3 clusters Score -7744009 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -7744476.000000 Penalty: 5476.892578
	Iteration 4Q: 3 clusters Score -7744476 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -7744968.500000 Penalty: 5476.892578
	Iteration 5Q: 3 clusters Score -7744968 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -7745526.500000 Penalty: 5476.892578
	Iteration 6Q: 3 clusters Score -7745526 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -7746006.500000 Penalty: 5476.892578
	Iteration 7Q: 3 clusters Score -7746006 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -7746563.500000 Penalty: 5476.892578
	Iteration 8Q: 3 clusters Score -7746564 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -7747100.000000 Penalty: 5476.892578
	Iteration 9Q: 3 clusters Score -7747100 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -7747739.500000 Penalty: 5476.892578
	Iteration 10Q: 3 clusters Score -7747740 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -7748409.000000 Penalty: 5476.892578
	Iteration 11Q: 3 clusters Score -7748409 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -7749109.000000 Penalty: 5476.892578
	Iteration 12Q: 3 clusters Score -7749109 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7749958.500000 Penalty: 5476.892578
	Iteration 13Q: 3 clusters Score -7749958 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -7751018.500000 Penalty: 5476.892578
	Iteration 14Q: 3 clusters Score -7751018 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -7752249.500000 Penalty: 5476.892578
	Iteration 15Q: 3 clusters Score -7752250 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -7753706.000000 Penalty: 5476.892578
	Iteration 16Q: 3 clusters Score -7753706 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -7755761.000000 Penalty: 5476.892578
	Iteration 17Q: 3 clusters Score -7755761 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -7758195.500000 Penalty: 5476.892578
	Iteration 18Q: 3 clusters Score -7758196 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -7760616.000000 Penalty: 5476.892578
	Iteration 19Q: 3 clusters Score -7760616 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -7762584.500000 Penalty: 5476.892578
	Iteration 20F: 3 clusters Score -7762584 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -7764001.500000 Penalty: 5476.892578
	Iteration 21Q: 3 clusters Score -7764002 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -7764974.500000 Penalty: 5476.892578
	Iteration 22Q: 3 clusters Score -7764974 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7765584.500000 Penalty: 5476.892578
	Iteration 23Q: 3 clusters Score -7765584 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -7765912.500000 Penalty: 5476.892578
	Iteration 24Q: 3 clusters Score -7765912 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -7766136.500000 Penalty: 5476.892578
	Iteration 25Q: 3 clusters Score -7766136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -7766279.500000 Penalty: 5476.892578
	Iteration 26Q: 3 clusters Score -7766280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -7766335.500000 Penalty: 5476.892578
	Iteration 27Q: 3 clusters Score -7766336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 62043 members 
Entering Unmasked Estep 
Score: -7766376.000000 Penalty: 5476.892578
	Iteration 28Q: 3 clusters Score -7766376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -7766411.000000 Penalty: 5476.892578
	Iteration 29Q: 3 clusters Score -7766411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -7766422.000000 Penalty: 5476.892578
	Iteration 30Q: 3 clusters Score -7766422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -7766457.500000 Penalty: 5476.892578
	Iteration 31Q: 3 clusters Score -7766458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -7766470.000000 Penalty: 5476.892578
	Iteration 32Q: 3 clusters Score -7766470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -7766476.000000 Penalty: 5476.892578
	Iteration 33Q: 3 clusters Score -7766476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -7766480.000000 Penalty: 5476.892578
	Iteration 34Q: 3 clusters Score -7766480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -7766477.500000 Penalty: 5476.892578
	Iteration 35Q: 3 clusters Score -7766478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -7766475.500000 Penalty: 5476.892578
	Iteration 36Q: 3 clusters Score -7766476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -7766481.500000 Penalty: 5476.892578
	Iteration 37Q: 3 clusters Score -7766482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -7766474.000000 Penalty: 5476.892578
	Iteration 38Q: 3 clusters Score -7766474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -7766479.500000 Penalty: 5476.892578
	Iteration 39Q: 3 clusters Score -7766480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -7766484.000000 Penalty: 5476.892578
	Iteration 40F: 3 clusters Score -7766484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -7766494.000000 Penalty: 5476.892578
	Iteration 41Q: 3 clusters Score -7766494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -7766501.500000 Penalty: 5476.892578
	Iteration 42Q: 3 clusters Score -7766502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -7766501.500000 Penalty: 5476.892578
	Iteration 43F: 3 clusters Score -7766502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174349 members 
Entering Unmasked Estep 
Score: -22327232.000000 Penalty: 2993.065918
	Iteration 0F: 2 clusters Score -2.232723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -22211788.000000 Penalty: 5986.131836
	Iteration 0F: 3 clusters Score -2.221179e+07 nChanged 83557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
Score: -22260652.000000 Penalty: 5986.131836
	Iteration 1F: 3 clusters Score -2.226065e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -22261800.000000 Penalty: 5986.131836
	Iteration 2Q: 3 clusters Score -2.22618e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -22263094.000000 Penalty: 5986.131836
	Iteration 3Q: 3 clusters Score -2.226309e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -22264686.000000 Penalty: 5986.131836
	Iteration 4Q: 3 clusters Score -2.226469e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -22267020.000000 Penalty: 5986.131836
	Iteration 5Q: 3 clusters Score -2.226702e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -22269862.000000 Penalty: 5986.131836
	Iteration 6Q: 3 clusters Score -2.226986e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -22273486.000000 Penalty: 5986.131836
	Iteration 7Q: 3 clusters Score -2.227349e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -22278418.000000 Penalty: 5986.131836
	Iteration 8F: 3 clusters Score -2.227842e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -22284592.000000 Penalty: 5986.131836
	Iteration 9F: 3 clusters Score -2.228459e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -22291474.000000 Penalty: 5986.131836
	Iteration 10F: 3 clusters Score -2.229147e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -22296764.000000 Penalty: 5986.131836
	Iteration 11F: 3 clusters Score -2.229676e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -22299118.000000 Penalty: 5986.131836
	Iteration 12Q: 3 clusters Score -2.229912e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -22299972.000000 Penalty: 5986.131836
	Iteration 13Q: 3 clusters Score -2.229997e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -22300628.000000 Penalty: 5986.131836
	Iteration 14Q: 3 clusters Score -2.230063e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79637 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -22301032.000000 Penalty: 5986.131836
	Iteration 15Q: 3 clusters Score -2.230103e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 96006 members 
Entering Unmasked Estep 
Score: -22301446.000000 Penalty: 5986.131836
	Iteration 16Q: 3 clusters Score -2.230145e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -22301758.000000 Penalty: 5986.131836
	Iteration 17Q: 3 clusters Score -2.230176e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -22302268.000000 Penalty: 5986.131836
	Iteration 18Q: 3 clusters Score -2.230227e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -22302646.000000 Penalty: 5986.131836
	Iteration 19Q: 3 clusters Score -2.230265e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 102744 members 
Entering Unmasked Estep 
Score: -22303204.000000 Penalty: 5986.131836
	Iteration 20F: 3 clusters Score -2.23032e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -22303680.000000 Penalty: 5986.131836
	Iteration 21Q: 3 clusters Score -2.230368e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -22304328.000000 Penalty: 5986.131836
	Iteration 22Q: 3 clusters Score -2.230433e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -22304872.000000 Penalty: 5986.131836
	Iteration 23Q: 3 clusters Score -2.230487e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -22305506.000000 Penalty: 5986.131836
	Iteration 24Q: 3 clusters Score -2.230551e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -22306328.000000 Penalty: 5986.131836
	Iteration 25Q: 3 clusters Score -2.230633e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 116790 members 
Entering Unmasked Estep 
Score: -22307222.000000 Penalty: 5986.131836
	Iteration 26Q: 3 clusters Score -2.230722e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -22308096.000000 Penalty: 5986.131836
	Iteration 27Q: 3 clusters Score -2.23081e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -22309034.000000 Penalty: 5986.131836
	Iteration 28Q: 3 clusters Score -2.230903e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 125416 members 
Entering Unmasked Estep 
Score: -22309942.000000 Penalty: 5986.131836
	Iteration 29Q: 3 clusters Score -2.230994e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 128455 members 
Entering Unmasked Estep 
Score: -22310972.000000 Penalty: 5986.131836
	Iteration 30Q: 3 clusters Score -2.231097e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -22312068.000000 Penalty: 5986.131836
	Iteration 31Q: 3 clusters Score -2.231207e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 134433 members 
Entering Unmasked Estep 
Score: -22313072.000000 Penalty: 5986.131836
	Iteration 32Q: 3 clusters Score -2.231307e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -22313980.000000 Penalty: 5986.131836
	Iteration 33Q: 3 clusters Score -2.231398e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 140297 members 
Entering Unmasked Estep 
Score: -22315128.000000 Penalty: 5986.131836
	Iteration 34Q: 3 clusters Score -2.231513e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 143116 members 
Entering Unmasked Estep 
Score: -22316156.000000 Penalty: 5986.131836
	Iteration 35Q: 3 clusters Score -2.231616e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -22317132.000000 Penalty: 5986.131836
	Iteration 36Q: 3 clusters Score -2.231713e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -22318018.000000 Penalty: 5986.131836
	Iteration 37Q: 3 clusters Score -2.231802e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -22318866.000000 Penalty: 5986.131836
	Iteration 38Q: 3 clusters Score -2.231887e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -22319700.000000 Penalty: 5986.131836
	Iteration 39Q: 3 clusters Score -2.23197e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -22320510.000000 Penalty: 5986.131836
	Iteration 40F: 3 clusters Score -2.232051e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 156703 members 
Entering Unmasked Estep 
Score: -22321276.000000 Penalty: 5986.131836
	Iteration 41Q: 3 clusters Score -2.232128e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 158581 members 
Entering Unmasked Estep 
Score: -22322016.000000 Penalty: 5986.131836
	Iteration 42Q: 3 clusters Score -2.232202e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 160345 members 
Entering Unmasked Estep 
Score: -22322652.000000 Penalty: 5986.131836
	Iteration 43Q: 3 clusters Score -2.232265e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -22323198.000000 Penalty: 5986.131836
	Iteration 44Q: 3 clusters Score -2.23232e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -22323514.000000 Penalty: 5986.131836
	Iteration 45Q: 3 clusters Score -2.232351e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -22323942.000000 Penalty: 5986.131836
	Iteration 46Q: 3 clusters Score -2.232394e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -22324404.000000 Penalty: 5986.131836
	Iteration 47Q: 3 clusters Score -2.23244e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -22324580.000000 Penalty: 5986.131836
	Iteration 48Q: 3 clusters Score -2.232458e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -22324802.000000 Penalty: 5986.131836
	Iteration 49Q: 3 clusters Score -2.23248e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 167604 members 
Entering Unmasked Estep 
Score: -22324946.000000 Penalty: 5986.131836
	Iteration 50Q: 3 clusters Score -2.232495e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -22325026.000000 Penalty: 5986.131836
	Iteration 51Q: 3 clusters Score -2.232503e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -22325112.000000 Penalty: 5986.131836
	Iteration 52Q: 3 clusters Score -2.232511e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -22325146.000000 Penalty: 5986.131836
	Iteration 53Q: 3 clusters Score -2.232515e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 169256 members 
Entering Unmasked Estep 
Score: -22325164.000000 Penalty: 5986.131836
	Iteration 54Q: 3 clusters Score -2.232516e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 169554 members 
Entering Unmasked Estep 
Score: -22325232.000000 Penalty: 5986.131836
	Iteration 55Q: 3 clusters Score -2.232523e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 169808 members 
Entering Unmasked Estep 
Score: -22325228.000000 Penalty: 5986.131836
	Iteration 56Q: 3 clusters Score -2.232523e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 170019 members 
Entering Unmasked Estep 
Score: -22325292.000000 Penalty: 5986.131836
	Iteration 57Q: 3 clusters Score -2.232529e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -22325314.000000 Penalty: 5986.131836
	Iteration 58Q: 3 clusters Score -2.232531e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -22325390.000000 Penalty: 5986.131836
	Iteration 59Q: 3 clusters Score -2.232539e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 170485 members 
Entering Unmasked Estep 
Score: -22325432.000000 Penalty: 5986.131836
	Iteration 60F: 3 clusters Score -2.232543e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -22325440.000000 Penalty: 5986.131836
	Iteration 61Q: 3 clusters Score -2.232544e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 170692 members 
Entering Unmasked Estep 
Score: -22325478.000000 Penalty: 5986.131836
	Iteration 62Q: 3 clusters Score -2.232548e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -22325464.000000 Penalty: 5986.131836
	Iteration 63Q: 3 clusters Score -2.232546e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 170860 members 
Entering Unmasked Estep 
Score: -22325468.000000 Penalty: 5986.131836
	Iteration 64Q: 3 clusters Score -2.232547e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 170945 members 
Entering Unmasked Estep 
Score: -22325452.000000 Penalty: 5986.131836
	Iteration 65Q: 3 clusters Score -2.232545e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 171021 members 
Entering Unmasked Estep 
Score: -22325500.000000 Penalty: 5986.131836
	Iteration 66Q: 3 clusters Score -2.23255e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 171101 members 
Entering Unmasked Estep 
Score: -22325492.000000 Penalty: 5986.131836
	Iteration 67Q: 3 clusters Score -2.232549e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -22325496.000000 Penalty: 5986.131836
	Iteration 68Q: 3 clusters Score -2.23255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 171249 members 
Entering Unmasked Estep 
Score: -22325514.000000 Penalty: 5986.131836
	Iteration 69Q: 3 clusters Score -2.232551e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 171305 members 
Entering Unmasked Estep 
Score: -22325508.000000 Penalty: 5986.131836
	Iteration 70Q: 3 clusters Score -2.232551e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -22325542.000000 Penalty: 5986.131836
	Iteration 71Q: 3 clusters Score -2.232554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -22325544.000000 Penalty: 5986.131836
	Iteration 72Q: 3 clusters Score -2.232554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -22325536.000000 Penalty: 5986.131836
	Iteration 73Q: 3 clusters Score -2.232554e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -22325552.000000 Penalty: 5986.131836
	Iteration 74Q: 3 clusters Score -2.232555e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -22325536.000000 Penalty: 5986.131836
	Iteration 75Q: 3 clusters Score -2.232554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 171542 members 
Entering Unmasked Estep 
Score: -22325566.000000 Penalty: 5986.131836
	Iteration 76Q: 3 clusters Score -2.232557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -22325558.000000 Penalty: 5986.131836
	Iteration 77Q: 3 clusters Score -2.232556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -22325548.000000 Penalty: 5986.131836
	Iteration 78Q: 3 clusters Score -2.232555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -22325546.000000 Penalty: 5986.131836
	Iteration 79Q: 3 clusters Score -2.232555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -22325560.000000 Penalty: 5986.131836
	Iteration 80F: 3 clusters Score -2.232556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -22325572.000000 Penalty: 5986.131836
	Iteration 81Q: 3 clusters Score -2.232557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -22325554.000000 Penalty: 5986.131836
	Iteration 82Q: 3 clusters Score -2.232555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -22325560.000000 Penalty: 5986.131836
	Iteration 83Q: 3 clusters Score -2.232556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 171587 members 
Entering Unmasked Estep 
Score: -22325564.000000 Penalty: 5986.131836
	Iteration 84Q: 3 clusters Score -2.232556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -22325564.000000 Penalty: 5986.131836
	Iteration 85Q: 3 clusters Score -2.232556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 171589 members 
Entering Unmasked Estep 
Score: -22325576.000000 Penalty: 5986.131836
	Iteration 86Q: 3 clusters Score -2.232558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 171589 members 
Entering Unmasked Estep 
Score: -22325576.000000 Penalty: 5986.131836
	Iteration 87F: 3 clusters Score -2.232558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -259678.265625 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -259678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -256946.609375 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -256946.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -257492.343750 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -257492.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -257649.390625 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -257649.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -257716.531250 Penalty: 3813.700928
	Iteration 3Q: 3 clusters Score -257716.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257752.890625 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -257752.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257783.812500 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -257783.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -257803.046875 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -257803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257815.531250 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -257815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257823.234375 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -257823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -257828.281250 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -257828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -257831.609375 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -257831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -257832.859375 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -257832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -257833.828125 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -257833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -257834.218750 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -257834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257834.812500 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -257834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -257834.906250 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -257834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257835.515625 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -257835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -257837.890625 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -257837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -257839.671875 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -257839.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257840.765625 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -257840.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257841.515625 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -257841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -257842.578125 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -257842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257845.968750 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -257846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -257849.343750 Penalty: 3813.700928
	Iteration 23Q: 3 clusters Score -257849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257851.484375 Penalty: 3813.700928
	Iteration 24Q: 3 clusters Score -257851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257853.890625 Penalty: 3813.700928
	Iteration 25Q: 3 clusters Score -257853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -257855.593750 Penalty: 3813.700928
	Iteration 26Q: 3 clusters Score -257855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257857.828125 Penalty: 3813.700928
	Iteration 27Q: 3 clusters Score -257857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257859.750000 Penalty: 3813.700928
	Iteration 28Q: 3 clusters Score -257859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -257860.296875 Penalty: 3813.700928
	Iteration 29Q: 3 clusters Score -257860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257860.890625 Penalty: 3813.700928
	Iteration 30Q: 3 clusters Score -257860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257860.890625 Penalty: 3813.700928
	Iteration 31F: 3 clusters Score -257860.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52100.328125 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52100.33 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52392.097656 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52392.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52547.769531 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52547.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52591.648438 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -52591.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52628.769531 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -52628.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52650.253906 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -52650.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52666.328125 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -52666.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52677.410156 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -52677.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52683.894531 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -52683.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52686.222656 Penalty: 3115.076416
	Iteration 9F: 3 clusters Score -52686.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52754.804688 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -52754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52777.558594 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -52777.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52785.875000 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -52785.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52801.691406 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -52801.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52817.261719 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -52817.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52840.410156 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -52840.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52865.035156 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -52865.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52867.828125 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -52867.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52871.539062 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -52871.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52871.539062 Penalty: 3115.076416
	Iteration 19F: 3 clusters Score -52871.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Entering Unmasked Estep 
Score: -6376578.500000 Penalty: 2680.396484
	Iteration 0F: 2 clusters Score -6376578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -6343118.000000 Penalty: 5360.792969
	Iteration 0F: 3 clusters Score -6343118 nChanged 22754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -6355943.000000 Penalty: 5360.792969
	Iteration 1F: 3 clusters Score -6355943 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6356390.000000 Penalty: 5360.792969
	Iteration 2Q: 3 clusters Score -6356390 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -6356821.500000 Penalty: 5360.792969
	Iteration 3Q: 3 clusters Score -6356822 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -6357268.000000 Penalty: 5360.792969
	Iteration 4Q: 3 clusters Score -6357268 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6357906.500000 Penalty: 5360.792969
	Iteration 5Q: 3 clusters Score -6357906 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -6358807.500000 Penalty: 5360.792969
	Iteration 6Q: 3 clusters Score -6358808 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -6360273.500000 Penalty: 5360.792969
	Iteration 7F: 3 clusters Score -6360274 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -6362505.500000 Penalty: 5360.792969
	Iteration 8F: 3 clusters Score -6362506 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -6365437.500000 Penalty: 5360.792969
	Iteration 9F: 3 clusters Score -6365438 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -6368528.000000 Penalty: 5360.792969
	Iteration 10F: 3 clusters Score -6368528 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -6371007.000000 Penalty: 5360.792969
	Iteration 11F: 3 clusters Score -6371007 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -6372496.500000 Penalty: 5360.792969
	Iteration 12Q: 3 clusters Score -6372496 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -6373137.500000 Penalty: 5360.792969
	Iteration 13Q: 3 clusters Score -6373138 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -6373423.500000 Penalty: 5360.792969
	Iteration 14Q: 3 clusters Score -6373424 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -6373582.000000 Penalty: 5360.792969
	Iteration 15Q: 3 clusters Score -6373582 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -6373699.500000 Penalty: 5360.792969
	Iteration 16Q: 3 clusters Score -6373700 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -6373805.500000 Penalty: 5360.792969
	Iteration 17Q: 3 clusters Score -6373806 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6373869.500000 Penalty: 5360.792969
	Iteration 18Q: 3 clusters Score -6373870 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -6373962.000000 Penalty: 5360.792969
	Iteration 19Q: 3 clusters Score -6373962 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -6374009.500000 Penalty: 5360.792969
	Iteration 20F: 3 clusters Score -6374010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6374070.500000 Penalty: 5360.792969
	Iteration 21Q: 3 clusters Score -6374070 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -6374109.500000 Penalty: 5360.792969
	Iteration 22Q: 3 clusters Score -6374110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -6374125.000000 Penalty: 5360.792969
	Iteration 23Q: 3 clusters Score -6374125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -6374148.500000 Penalty: 5360.792969
	Iteration 24Q: 3 clusters Score -6374148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -6374181.000000 Penalty: 5360.792969
	Iteration 25Q: 3 clusters Score -6374181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6374226.500000 Penalty: 5360.792969
	Iteration 26Q: 3 clusters Score -6374226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6374240.000000 Penalty: 5360.792969
	Iteration 27Q: 3 clusters Score -6374240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -6374274.000000 Penalty: 5360.792969
	Iteration 28Q: 3 clusters Score -6374274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -6374292.500000 Penalty: 5360.792969
	Iteration 29Q: 3 clusters Score -6374292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6374306.500000 Penalty: 5360.792969
	Iteration 30Q: 3 clusters Score -6374306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -6374307.500000 Penalty: 5360.792969
	Iteration 31Q: 3 clusters Score -6374308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -6374311.500000 Penalty: 5360.792969
	Iteration 32Q: 3 clusters Score -6374312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6374331.000000 Penalty: 5360.792969
	Iteration 33Q: 3 clusters Score -6374331 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -6374348.500000 Penalty: 5360.792969
	Iteration 34Q: 3 clusters Score -6374348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6374381.000000 Penalty: 5360.792969
	Iteration 35Q: 3 clusters Score -6374381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -6374374.000000 Penalty: 5360.792969
	Iteration 36Q: 3 clusters Score -6374374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -6374391.500000 Penalty: 5360.792969
	Iteration 37Q: 3 clusters Score -6374392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -6374425.500000 Penalty: 5360.792969
	Iteration 38Q: 3 clusters Score -6374426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -6374420.000000 Penalty: 5360.792969
	Iteration 39Q: 3 clusters Score -6374420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6374445.500000 Penalty: 5360.792969
	Iteration 40F: 3 clusters Score -6374446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -6374472.500000 Penalty: 5360.792969
	Iteration 41Q: 3 clusters Score -6374472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6374479.500000 Penalty: 5360.792969
	Iteration 42Q: 3 clusters Score -6374480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -6374504.500000 Penalty: 5360.792969
	Iteration 43Q: 3 clusters Score -6374504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -6374516.000000 Penalty: 5360.792969
	Iteration 44Q: 3 clusters Score -6374516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6374525.000000 Penalty: 5360.792969
	Iteration 45Q: 3 clusters Score -6374525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -6374529.500000 Penalty: 5360.792969
	Iteration 46Q: 3 clusters Score -6374530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6374528.500000 Penalty: 5360.792969
	Iteration 47Q: 3 clusters Score -6374528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6374534.500000 Penalty: 5360.792969
	Iteration 48Q: 3 clusters Score -6374534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -6374532.000000 Penalty: 5360.792969
	Iteration 49Q: 3 clusters Score -6374532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -6374536.500000 Penalty: 5360.792969
	Iteration 50Q: 3 clusters Score -6374536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6374541.000000 Penalty: 5360.792969
	Iteration 51Q: 3 clusters Score -6374541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6374561.500000 Penalty: 5360.792969
	Iteration 52Q: 3 clusters Score -6374562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6374564.500000 Penalty: 5360.792969
	Iteration 53Q: 3 clusters Score -6374564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -6374565.000000 Penalty: 5360.792969
	Iteration 54Q: 3 clusters Score -6374565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6374573.000000 Penalty: 5360.792969
	Iteration 55Q: 3 clusters Score -6374573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6374578.000000 Penalty: 5360.792969
	Iteration 56Q: 3 clusters Score -6374578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6374585.500000 Penalty: 5360.792969
	Iteration 57Q: 3 clusters Score -6374586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -6374577.500000 Penalty: 5360.792969
	Iteration 58Q: 3 clusters Score -6374578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -6374587.000000 Penalty: 5360.792969
	Iteration 59Q: 3 clusters Score -6374587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -6374573.500000 Penalty: 5360.792969
	Iteration 60F: 3 clusters Score -6374574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6374573.000000 Penalty: 5360.792969
	Iteration 61Q: 3 clusters Score -6374573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -6374582.000000 Penalty: 5360.792969
	Iteration 62Q: 3 clusters Score -6374582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6374587.000000 Penalty: 5360.792969
	Iteration 63Q: 3 clusters Score -6374587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6374600.500000 Penalty: 5360.792969
	Iteration 64Q: 3 clusters Score -6374600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -6374603.500000 Penalty: 5360.792969
	Iteration 65Q: 3 clusters Score -6374604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -6374598.000000 Penalty: 5360.792969
	Iteration 66Q: 3 clusters Score -6374598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6374618.500000 Penalty: 5360.792969
	Iteration 67Q: 3 clusters Score -6374618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -6374617.500000 Penalty: 5360.792969
	Iteration 68Q: 3 clusters Score -6374618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6374618.000000 Penalty: 5360.792969
	Iteration 69Q: 3 clusters Score -6374618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6374606.500000 Penalty: 5360.792969
	Iteration 70Q: 3 clusters Score -6374606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -6374608.500000 Penalty: 5360.792969
	Iteration 71Q: 3 clusters Score -6374608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -6374607.500000 Penalty: 5360.792969
	Iteration 72Q: 3 clusters Score -6374608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6374618.500000 Penalty: 5360.792969
	Iteration 73Q: 3 clusters Score -6374618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -6374617.000000 Penalty: 5360.792969
	Iteration 74Q: 3 clusters Score -6374617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -6374631.500000 Penalty: 5360.792969
	Iteration 75Q: 3 clusters Score -6374632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -6374643.000000 Penalty: 5360.792969
	Iteration 76Q: 3 clusters Score -6374643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -6374639.500000 Penalty: 5360.792969
	Iteration 77Q: 3 clusters Score -6374640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6374643.000000 Penalty: 5360.792969
	Iteration 78Q: 3 clusters Score -6374643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -6374642.000000 Penalty: 5360.792969
	Iteration 79Q: 3 clusters Score -6374642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -6374643.500000 Penalty: 5360.792969
	Iteration 80F: 3 clusters Score -6374644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -6374642.000000 Penalty: 5360.792969
	Iteration 81Q: 3 clusters Score -6374642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6374642.000000 Penalty: 5360.792969
	Iteration 82Q: 3 clusters Score -6374642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -6374640.500000 Penalty: 5360.792969
	Iteration 83Q: 3 clusters Score -6374640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -6374636.500000 Penalty: 5360.792969
	Iteration 84Q: 3 clusters Score -6374636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6374635.000000 Penalty: 5360.792969
	Iteration 85Q: 3 clusters Score -6374635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6374637.000000 Penalty: 5360.792969
	Iteration 86Q: 3 clusters Score -6374637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6374635.500000 Penalty: 5360.792969
	Iteration 87Q: 3 clusters Score -6374636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -6374631.000000 Penalty: 5360.792969
	Iteration 88Q: 3 clusters Score -6374631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6374636.000000 Penalty: 5360.792969
	Iteration 89Q: 3 clusters Score -6374636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6374636.500000 Penalty: 5360.792969
	Iteration 90Q: 3 clusters Score -6374636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6374641.500000 Penalty: 5360.792969
	Iteration 91Q: 3 clusters Score -6374642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -6374641.500000 Penalty: 5360.792969
	Iteration 92F: 3 clusters Score -6374642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Entering Unmasked Estep 
Score: -7244670.500000 Penalty: 2712.263672
	Iteration 0F: 2 clusters Score -7244670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -7207017.000000 Penalty: 5424.527344
	Iteration 0F: 3 clusters Score -7207017 nChanged 25950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -7221326.000000 Penalty: 5424.527344
	Iteration 1F: 3 clusters Score -7221326 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -7221833.500000 Penalty: 5424.527344
	Iteration 2Q: 3 clusters Score -7221834 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7222315.000000 Penalty: 5424.527344
	Iteration 3Q: 3 clusters Score -7222315 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -7222776.500000 Penalty: 5424.527344
	Iteration 4Q: 3 clusters Score -7222776 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -7223294.500000 Penalty: 5424.527344
	Iteration 5Q: 3 clusters Score -7223294 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -7223872.000000 Penalty: 5424.527344
	Iteration 6Q: 3 clusters Score -7223872 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -7224581.000000 Penalty: 5424.527344
	Iteration 7Q: 3 clusters Score -7224581 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -7225458.000000 Penalty: 5424.527344
	Iteration 8Q: 3 clusters Score -7225458 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -7226684.000000 Penalty: 5424.527344
	Iteration 9Q: 3 clusters Score -7226684 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -7228364.500000 Penalty: 5424.527344
	Iteration 10F: 3 clusters Score -7228364 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -7230530.000000 Penalty: 5424.527344
	Iteration 11F: 3 clusters Score -7230530 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -7232913.000000 Penalty: 5424.527344
	Iteration 12F: 3 clusters Score -7232913 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -7235029.000000 Penalty: 5424.527344
	Iteration 13Q: 3 clusters Score -7235029 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -7236801.000000 Penalty: 5424.527344
	Iteration 14Q: 3 clusters Score -7236801 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -7238079.500000 Penalty: 5424.527344
	Iteration 15Q: 3 clusters Score -7238080 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -7239042.000000 Penalty: 5424.527344
	Iteration 16Q: 3 clusters Score -7239042 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7239827.500000 Penalty: 5424.527344
	Iteration 17Q: 3 clusters Score -7239828 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7240402.000000 Penalty: 5424.527344
	Iteration 18Q: 3 clusters Score -7240402 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7240795.500000 Penalty: 5424.527344
	Iteration 19Q: 3 clusters Score -7240796 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7241161.500000 Penalty: 5424.527344
	Iteration 20F: 3 clusters Score -7241162 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7241440.500000 Penalty: 5424.527344
	Iteration 21Q: 3 clusters Score -7241440 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7241637.000000 Penalty: 5424.527344
	Iteration 22Q: 3 clusters Score -7241637 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7241805.500000 Penalty: 5424.527344
	Iteration 23Q: 3 clusters Score -7241806 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7241900.500000 Penalty: 5424.527344
	Iteration 24Q: 3 clusters Score -7241900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7241980.000000 Penalty: 5424.527344
	Iteration 25Q: 3 clusters Score -7241980 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7242062.500000 Penalty: 5424.527344
	Iteration 26Q: 3 clusters Score -7242062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7242088.500000 Penalty: 5424.527344
	Iteration 27Q: 3 clusters Score -7242088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7242136.000000 Penalty: 5424.527344
	Iteration 28Q: 3 clusters Score -7242136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7242148.000000 Penalty: 5424.527344
	Iteration 29Q: 3 clusters Score -7242148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7242181.500000 Penalty: 5424.527344
	Iteration 30Q: 3 clusters Score -7242182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7242214.000000 Penalty: 5424.527344
	Iteration 31Q: 3 clusters Score -7242214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7242235.000000 Penalty: 5424.527344
	Iteration 32Q: 3 clusters Score -7242235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7242236.500000 Penalty: 5424.527344
	Iteration 33Q: 3 clusters Score -7242236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7242241.000000 Penalty: 5424.527344
	Iteration 34Q: 3 clusters Score -7242241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7242246.500000 Penalty: 5424.527344
	Iteration 35Q: 3 clusters Score -7242246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7242253.000000 Penalty: 5424.527344
	Iteration 36Q: 3 clusters Score -7242253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7242264.500000 Penalty: 5424.527344
	Iteration 37Q: 3 clusters Score -7242264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7242267.500000 Penalty: 5424.527344
	Iteration 38Q: 3 clusters Score -7242268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7242260.500000 Penalty: 5424.527344
	Iteration 39Q: 3 clusters Score -7242260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7242264.500000 Penalty: 5424.527344
	Iteration 40F: 3 clusters Score -7242264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7242263.000000 Penalty: 5424.527344
	Iteration 41Q: 3 clusters Score -7242263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7242276.500000 Penalty: 5424.527344
	Iteration 42Q: 3 clusters Score -7242276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7242279.000000 Penalty: 5424.527344
	Iteration 43Q: 3 clusters Score -7242279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7242283.500000 Penalty: 5424.527344
	Iteration 44Q: 3 clusters Score -7242284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7242287.500000 Penalty: 5424.527344
	Iteration 45Q: 3 clusters Score -7242288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7242286.500000 Penalty: 5424.527344
	Iteration 46Q: 3 clusters Score -7242286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7242286.500000 Penalty: 5424.527344
	Iteration 47Q: 3 clusters Score -7242286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7242295.500000 Penalty: 5424.527344
	Iteration 48Q: 3 clusters Score -7242296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7242288.500000 Penalty: 5424.527344
	Iteration 49Q: 3 clusters Score -7242288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7242297.000000 Penalty: 5424.527344
	Iteration 50Q: 3 clusters Score -7242297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7242301.500000 Penalty: 5424.527344
	Iteration 51Q: 3 clusters Score -7242302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7242301.000000 Penalty: 5424.527344
	Iteration 52Q: 3 clusters Score -7242301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7242302.000000 Penalty: 5424.527344
	Iteration 53Q: 3 clusters Score -7242302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7242296.500000 Penalty: 5424.527344
	Iteration 54Q: 3 clusters Score -7242296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7242296.500000 Penalty: 5424.527344
	Iteration 55Q: 3 clusters Score -7242296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7242300.500000 Penalty: 5424.527344
	Iteration 56Q: 3 clusters Score -7242300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7242299.000000 Penalty: 5424.527344
	Iteration 57Q: 3 clusters Score -7242299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7242297.000000 Penalty: 5424.527344
	Iteration 58Q: 3 clusters Score -7242297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7242297.000000 Penalty: 5424.527344
	Iteration 59F: 3 clusters Score -7242297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Entering Unmasked Estep 
Score: -4666646.000000 Penalty: 2605.188721
	Iteration 0F: 2 clusters Score -4666646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4641774.000000 Penalty: 5210.377441
	Iteration 0F: 3 clusters Score -4641774 nChanged 16632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4650767.000000 Penalty: 5210.377441
	Iteration 1F: 3 clusters Score -4650767 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4651158.500000 Penalty: 5210.377441
	Iteration 2Q: 3 clusters Score -4651158 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4651493.500000 Penalty: 5210.377441
	Iteration 3Q: 3 clusters Score -4651494 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4651809.000000 Penalty: 5210.377441
	Iteration 4Q: 3 clusters Score -4651809 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4652083.500000 Penalty: 5210.377441
	Iteration 5Q: 3 clusters Score -4652084 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4652507.000000 Penalty: 5210.377441
	Iteration 6Q: 3 clusters Score -4652507 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4653023.500000 Penalty: 5210.377441
	Iteration 7Q: 3 clusters Score -4653024 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4653724.000000 Penalty: 5210.377441
	Iteration 8Q: 3 clusters Score -4653724 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4654886.000000 Penalty: 5210.377441
	Iteration 9F: 3 clusters Score -4654886 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4656586.500000 Penalty: 5210.377441
	Iteration 10F: 3 clusters Score -4656586 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4658569.000000 Penalty: 5210.377441
	Iteration 11F: 3 clusters Score -4658569 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4660518.500000 Penalty: 5210.377441
	Iteration 12F: 3 clusters Score -4660518 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -4662004.500000 Penalty: 5210.377441
	Iteration 13Q: 3 clusters Score -4662004 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4662947.000000 Penalty: 5210.377441
	Iteration 14Q: 3 clusters Score -4662947 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4663534.500000 Penalty: 5210.377441
	Iteration 15Q: 3 clusters Score -4663534 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4663861.500000 Penalty: 5210.377441
	Iteration 16Q: 3 clusters Score -4663862 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4664010.000000 Penalty: 5210.377441
	Iteration 17Q: 3 clusters Score -4664010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4664125.500000 Penalty: 5210.377441
	Iteration 18Q: 3 clusters Score -4664126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4664197.000000 Penalty: 5210.377441
	Iteration 19Q: 3 clusters Score -4664197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4664236.000000 Penalty: 5210.377441
	Iteration 20F: 3 clusters Score -4664236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4664257.500000 Penalty: 5210.377441
	Iteration 21Q: 3 clusters Score -4664258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4664279.500000 Penalty: 5210.377441
	Iteration 22Q: 3 clusters Score -4664280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4664281.000000 Penalty: 5210.377441
	Iteration 23Q: 3 clusters Score -4664281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4664292.000000 Penalty: 5210.377441
	Iteration 24Q: 3 clusters Score -4664292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4664310.500000 Penalty: 5210.377441
	Iteration 25Q: 3 clusters Score -4664310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4664314.000000 Penalty: 5210.377441
	Iteration 26Q: 3 clusters Score -4664314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4664321.000000 Penalty: 5210.377441
	Iteration 27Q: 3 clusters Score -4664321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4664318.500000 Penalty: 5210.377441
	Iteration 28Q: 3 clusters Score -4664318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4664324.000000 Penalty: 5210.377441
	Iteration 29Q: 3 clusters Score -4664324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4664321.500000 Penalty: 5210.377441
	Iteration 30Q: 3 clusters Score -4664322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4664326.000000 Penalty: 5210.377441
	Iteration 31Q: 3 clusters Score -4664326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4664330.500000 Penalty: 5210.377441
	Iteration 32Q: 3 clusters Score -4664330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4664327.000000 Penalty: 5210.377441
	Iteration 33Q: 3 clusters Score -4664327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4664325.500000 Penalty: 5210.377441
	Iteration 34Q: 3 clusters Score -4664326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4664331.500000 Penalty: 5210.377441
	Iteration 35Q: 3 clusters Score -4664332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4664331.500000 Penalty: 5210.377441
	Iteration 36F: 3 clusters Score -4664332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216165 members 
Entering Unmasked Estep 
Score: -27770216.000000 Penalty: 3046.381836
	Iteration 0F: 2 clusters Score -2.777022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -27633472.000000 Penalty: 6092.763672
	Iteration 0F: 3 clusters Score -2.763347e+07 nChanged 104231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 109950 members 
Entering Unmasked Estep 
Score: -27694148.000000 Penalty: 6092.763672
	Iteration 1F: 3 clusters Score -2.769415e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -27695246.000000 Penalty: 6092.763672
	Iteration 2Q: 3 clusters Score -2.769525e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103967 members 
Mstep: Class 2 contains 112198 members 
Entering Unmasked Estep 
Score: -27696322.000000 Penalty: 6092.763672
	Iteration 3Q: 3 clusters Score -2.769632e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101981 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -27697502.000000 Penalty: 6092.763672
	Iteration 4Q: 3 clusters Score -2.76975e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -27698730.000000 Penalty: 6092.763672
	Iteration 5Q: 3 clusters Score -2.769873e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 121824 members 
Entering Unmasked Estep 
Score: -27700932.000000 Penalty: 6092.763672
	Iteration 6Q: 3 clusters Score -2.770093e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 128558 members 
Entering Unmasked Estep 
Score: -27703934.000000 Penalty: 6092.763672
	Iteration 7Q: 3 clusters Score -2.770393e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 138276 members 
Entering Unmasked Estep 
Score: -27708964.000000 Penalty: 6092.763672
	Iteration 8Q: 3 clusters Score -2.770896e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -27718354.000000 Penalty: 6092.763672
	Iteration 9F: 3 clusters Score -2.771835e+07 nChanged 16498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -27731448.000000 Penalty: 6092.763672
	Iteration 10F: 3 clusters Score -2.773145e+07 nChanged 16633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 184429 members 
Entering Unmasked Estep 
Score: -27745430.000000 Penalty: 6092.763672
	Iteration 11F: 3 clusters Score -2.774543e+07 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 197757 members 
Entering Unmasked Estep 
Score: -27755606.000000 Penalty: 6092.763672
	Iteration 12F: 3 clusters Score -2.775561e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 206295 members 
Entering Unmasked Estep 
Score: -27761180.000000 Penalty: 6092.763672
	Iteration 13Q: 3 clusters Score -2.776118e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 210930 members 
Entering Unmasked Estep 
Score: -27764266.000000 Penalty: 6092.763672
	Iteration 14Q: 3 clusters Score -2.776427e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 213255 members 
Entering Unmasked Estep 
Score: -27765742.000000 Penalty: 6092.763672
	Iteration 15Q: 3 clusters Score -2.776574e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 214404 members 
Entering Unmasked Estep 
Score: -27766612.000000 Penalty: 6092.763672
	Iteration 16Q: 3 clusters Score -2.776661e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 214930 members 
Entering Unmasked Estep 
Score: -27766930.000000 Penalty: 6092.763672
	Iteration 17Q: 3 clusters Score -2.776693e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 215165 members 
Entering Unmasked Estep 
Score: -27767062.000000 Penalty: 6092.763672
	Iteration 18Q: 3 clusters Score -2.776706e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 215301 members 
Entering Unmasked Estep 
Score: -27767200.000000 Penalty: 6092.763672
	Iteration 19Q: 3 clusters Score -2.77672e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 215395 members 
Entering Unmasked Estep 
Score: -27767256.000000 Penalty: 6092.763672
	Iteration 20F: 3 clusters Score -2.776726e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 215444 members 
Entering Unmasked Estep 
Score: -27767348.000000 Penalty: 6092.763672
	Iteration 21Q: 3 clusters Score -2.776735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 215482 members 
Entering Unmasked Estep 
Score: -27767418.000000 Penalty: 6092.763672
	Iteration 22Q: 3 clusters Score -2.776742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 215506 members 
Entering Unmasked Estep 
Score: -27767440.000000 Penalty: 6092.763672
	Iteration 23Q: 3 clusters Score -2.776744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 215524 members 
Entering Unmasked Estep 
Score: -27767458.000000 Penalty: 6092.763672
	Iteration 24Q: 3 clusters Score -2.776746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 215542 members 
Entering Unmasked Estep 
Score: -27767476.000000 Penalty: 6092.763672
	Iteration 25Q: 3 clusters Score -2.776748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 215552 members 
Entering Unmasked Estep 
Score: -27767500.000000 Penalty: 6092.763672
	Iteration 26Q: 3 clusters Score -2.77675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 215555 members 
Entering Unmasked Estep 
Score: -27767514.000000 Penalty: 6092.763672
	Iteration 27Q: 3 clusters Score -2.776751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 215548 members 
Entering Unmasked Estep 
Score: -27767522.000000 Penalty: 6092.763672
	Iteration 28Q: 3 clusters Score -2.776752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 215548 members 
Entering Unmasked Estep 
Score: -27767516.000000 Penalty: 6092.763672
	Iteration 29Q: 3 clusters Score -2.776752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 215551 members 
Entering Unmasked Estep 
Score: -27767542.000000 Penalty: 6092.763672
	Iteration 30Q: 3 clusters Score -2.776754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 215554 members 
Entering Unmasked Estep 
Score: -27767534.000000 Penalty: 6092.763672
	Iteration 31Q: 3 clusters Score -2.776753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 215560 members 
Entering Unmasked Estep 
Score: -27767544.000000 Penalty: 6092.763672
	Iteration 32Q: 3 clusters Score -2.776754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 215560 members 
Entering Unmasked Estep 
Score: -27767542.000000 Penalty: 6092.763672
	Iteration 33Q: 3 clusters Score -2.776754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 215561 members 
Entering Unmasked Estep 
Score: -27767536.000000 Penalty: 6092.763672
	Iteration 34Q: 3 clusters Score -2.776754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 215563 members 
Entering Unmasked Estep 
Score: -27767546.000000 Penalty: 6092.763672
	Iteration 35Q: 3 clusters Score -2.776755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 215565 members 
Entering Unmasked Estep 
Score: -27767556.000000 Penalty: 6092.763672
	Iteration 36Q: 3 clusters Score -2.776756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 215566 members 
Entering Unmasked Estep 
Score: -27767550.000000 Penalty: 6092.763672
	Iteration 37Q: 3 clusters Score -2.776755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 215566 members 
Entering Unmasked Estep 
Score: -27767550.000000 Penalty: 6092.763672
	Iteration 38F: 3 clusters Score -2.776755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -455057.375000 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -455057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -451322.468750 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -451322.5 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -452156.031250 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -452156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -452332.750000 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -452332.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -452420.031250 Penalty: 4080.247803
	Iteration 3Q: 3 clusters Score -452420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -452462.437500 Penalty: 4080.247803
	Iteration 4Q: 3 clusters Score -452462.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -452496.625000 Penalty: 4080.247803
	Iteration 5Q: 3 clusters Score -452496.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -452525.437500 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -452525.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -452551.656250 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -452551.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -452587.406250 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -452587.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -452614.531250 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -452614.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -452642.125000 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -452642.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -452671.000000 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -452671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -452698.093750 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -452698.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -452728.843750 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -452728.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -452758.625000 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -452758.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -452793.187500 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -452793.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -452836.187500 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -452836.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -452880.687500 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -452880.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -452913.625000 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -452913.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -452954.500000 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -452954.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -452992.593750 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -452992.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -453023.531250 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -453023.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -453045.937500 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -453045.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -453073.343750 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -453073.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -453101.750000 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -453101.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -453126.593750 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -453126.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -453152.531250 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -453152.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -453180.375000 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -453180.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -453200.625000 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -453200.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -453216.531250 Penalty: 4080.247803
	Iteration 29Q: 3 clusters Score -453216.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -453239.687500 Penalty: 4080.247803
	Iteration 30Q: 3 clusters Score -453239.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -453270.312500 Penalty: 4080.247803
	Iteration 31Q: 3 clusters Score -453270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -453291.593750 Penalty: 4080.247803
	Iteration 32Q: 3 clusters Score -453291.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -453308.750000 Penalty: 4080.247803
	Iteration 33Q: 3 clusters Score -453308.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -453321.656250 Penalty: 4080.247803
	Iteration 34Q: 3 clusters Score -453321.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -453332.031250 Penalty: 4080.247803
	Iteration 35Q: 3 clusters Score -453332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -453341.781250 Penalty: 4080.247803
	Iteration 36Q: 3 clusters Score -453341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -453351.781250 Penalty: 4080.247803
	Iteration 37Q: 3 clusters Score -453351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -453360.437500 Penalty: 4080.247803
	Iteration 38Q: 3 clusters Score -453360.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -453366.343750 Penalty: 4080.247803
	Iteration 39Q: 3 clusters Score -453366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -453374.093750 Penalty: 4080.247803
	Iteration 40F: 3 clusters Score -453374.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -453380.843750 Penalty: 4080.247803
	Iteration 41Q: 3 clusters Score -453380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -453385.750000 Penalty: 4080.247803
	Iteration 42Q: 3 clusters Score -453385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -453389.156250 Penalty: 4080.247803
	Iteration 43Q: 3 clusters Score -453389.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -453397.625000 Penalty: 4080.247803
	Iteration 44Q: 3 clusters Score -453397.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -453405.593750 Penalty: 4080.247803
	Iteration 45Q: 3 clusters Score -453405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -453413.500000 Penalty: 4080.247803
	Iteration 46Q: 3 clusters Score -453413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -453418.750000 Penalty: 4080.247803
	Iteration 47Q: 3 clusters Score -453418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -453423.000000 Penalty: 4080.247803
	Iteration 48Q: 3 clusters Score -453423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -453425.875000 Penalty: 4080.247803
	Iteration 49Q: 3 clusters Score -453425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -453427.281250 Penalty: 4080.247803
	Iteration 50Q: 3 clusters Score -453427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -453428.000000 Penalty: 4080.247803
	Iteration 51Q: 3 clusters Score -453428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -453429.250000 Penalty: 4080.247803
	Iteration 52Q: 3 clusters Score -453429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -453429.250000 Penalty: 4080.247803
	Iteration 53F: 3 clusters Score -453429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 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 352 members 
Entering Unmasked Estep 
Score: -75567.531250 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75567.53 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75845.570312 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75845.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76082.390625 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -76082.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76363.804688 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -76363.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76547.062500 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -76547.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76656.507812 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76656.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76724.343750 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76724.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76748.328125 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76748.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76765.414062 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76765.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76779.632812 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76779.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76780.718750 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76780.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76785.015625 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76785.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76786.656250 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -76786.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76786.656250 Penalty: 3229.825684
	Iteration 13F: 3 clusters Score -76786.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55820.742188 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55820.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56073.382812 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56073.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56184.031250 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56184.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56279.714844 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56279.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56369.253906 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56369.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56481.097656 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56481.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56559.917969 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56559.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56630.250000 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56630.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56691.253906 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56691.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56736.242188 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56736.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56772.097656 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56809.031250 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56809.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56846.644531 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56846.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56866.968750 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -56866.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56877.003906 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -56877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56896.750000 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -56896.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56906.054688 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -56906.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56907.164062 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -56907.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56907.164062 Penalty: 3131.519775
	Iteration 18F: 3 clusters Score -56907.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9040.733398 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -9040.733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9079.333008 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -9079.333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -9079.333008 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -9079.333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 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 405 members 
Entering Unmasked Estep 
Score: -80218.156250 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80218.16 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80655.117188 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80655.12 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81121.265625 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -81121.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81597.179688 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -81597.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81809.335938 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -81809.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81930.898438 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -81930.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81985.554688 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -81985.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82042.250000 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -82042.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82106.093750 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82106.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82264.796875 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82435.867188 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82435.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82489.468750 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -82489.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82576.554688 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -82576.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82703.679688 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -82703.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82759.976562 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -82759.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82766.000000 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -82766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82766.000000 Penalty: 3292.729736
	Iteration 16F: 3 clusters Score -82766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173081 members 
Mstep: Class 4 contains 223971 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56193 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216165 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 20 contains 384 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683776.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684704.000000 to -149683776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 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 299 members 
Entering Unmasked Estep 
Score: -66999.421875 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -66999.42 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67236.765625 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67236.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67364.187500 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67364.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67477.468750 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67477.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67524.867188 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67524.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67571.859375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67571.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67620.289062 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67620.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67685.640625 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67685.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67755.656250 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67755.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67850.773438 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -67850.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68106.257812 Penalty: 3192.330566
	Iteration 10F: 3 clusters Score -68106.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68575.789062 Penalty: 3192.330566
	Iteration 11F: 3 clusters Score -68575.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68940.093750 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -68940.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68984.734375 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68984.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69026.023438 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -69026.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69048.593750 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -69048.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69052.125000 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -69052.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69058.000000 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -69058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69067.625000 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -69067.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69070.953125 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -69070.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69083.421875 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -69083.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69115.914062 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -69115.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69148.679688 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -69148.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69181.406250 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -69181.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69181.406250 Penalty: 3192.330566
	Iteration 24F: 3 clusters Score -69181.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173081 members 
Mstep: Class 4 contains 223971 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56193 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216165 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 305 members 
Entering Unmasked Estep 
Score: -149683408.000000 Penalty: 65918.976562
Splitting cluster 21 changes total score from -149684704.000000 to -149683408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173081 members 
Mstep: Class 4 contains 223971 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56193 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216165 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 62449.558594
Iteration 439Q: 19 clusters Score -1.496847e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173078 members 
Mstep: Class 4 contains 223974 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174348 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56191 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216164 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684640.000000 Penalty: 62449.558594
Iteration 440F: 19 clusters Score -1.496846e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173076 members 
Mstep: Class 4 contains 223972 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174349 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56188 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216173 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684592.000000 Penalty: 62449.558594
Iteration 441Q: 19 clusters Score -1.496846e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173074 members 
Mstep: Class 4 contains 223973 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174348 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56187 members 
Mstep: Class 11 contains 36489 members 
Mstep: Class 12 contains 216181 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684640.000000 Penalty: 62449.558594
Iteration 442Q: 19 clusters Score -1.496846e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184133 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173076 members 
Mstep: Class 4 contains 223970 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174345 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56187 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 216183 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684624.000000 Penalty: 62449.558594
Iteration 443Q: 19 clusters Score -1.496846e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173077 members 
Mstep: Class 4 contains 223969 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174343 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56186 members 
Mstep: Class 11 contains 36491 members 
Mstep: Class 12 contains 216184 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684656.000000 Penalty: 62449.558594
Iteration 444Q: 19 clusters Score -1.496847e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173069 members 
Mstep: Class 4 contains 223965 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174341 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56186 members 
Mstep: Class 11 contains 36492 members 
Mstep: Class 12 contains 216194 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684672.000000 Penalty: 62449.558594
Iteration 445Q: 19 clusters Score -1.496847e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173068 members 
Mstep: Class 4 contains 223966 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174342 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49417 members 
Mstep: Class 10 contains 56185 members 
Mstep: Class 11 contains 36495 members 
Mstep: Class 12 contains 216192 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684704.000000 Penalty: 62449.558594
Iteration 446Q: 19 clusters Score -1.496847e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184135 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173063 members 
Mstep: Class 4 contains 223961 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 174345 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56184 members 
Mstep: Class 11 contains 36498 members 
Mstep: Class 12 contains 216198 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684720.000000 Penalty: 62449.558594
Iteration 447Q: 19 clusters Score -1.496847e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184134 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173060 members 
Mstep: Class 4 contains 223961 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174344 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56182 members 
Mstep: Class 11 contains 36499 members 
Mstep: Class 12 contains 216203 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 62449.558594
Iteration 448Q: 19 clusters Score -1.496848e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184137 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173057 members 
Mstep: Class 4 contains 223961 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174343 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56179 members 
Mstep: Class 11 contains 36500 members 
Mstep: Class 12 contains 216205 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 449Q: 19 clusters Score -1.496848e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184141 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173053 members 
Mstep: Class 4 contains 223959 members 
Mstep: Class 5 contains 62451 members 
Mstep: Class 6 contains 174340 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56178 members 
Mstep: Class 11 contains 36502 members 
Mstep: Class 12 contains 216208 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 450Q: 19 clusters Score -1.496848e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173050 members 
Mstep: Class 4 contains 223957 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174340 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56179 members 
Mstep: Class 11 contains 36503 members 
Mstep: Class 12 contains 216207 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 451Q: 19 clusters Score -1.496848e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184155 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173045 members 
Mstep: Class 4 contains 223956 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174339 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56179 members 
Mstep: Class 11 contains 36504 members 
Mstep: Class 12 contains 216200 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 452Q: 19 clusters Score -1.496848e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184155 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173046 members 
Mstep: Class 4 contains 223955 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174336 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56178 members 
Mstep: Class 11 contains 36504 members 
Mstep: Class 12 contains 216203 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 62449.558594
Iteration 453Q: 19 clusters Score -1.496847e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184156 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173047 members 
Mstep: Class 4 contains 223953 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174334 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56178 members 
Mstep: Class 11 contains 36508 members 
Mstep: Class 12 contains 216201 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684784.000000 Penalty: 62449.558594
Iteration 454Q: 19 clusters Score -1.496848e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184156 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173047 members 
Mstep: Class 4 contains 223953 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174334 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56178 members 
Mstep: Class 11 contains 36508 members 
Mstep: Class 12 contains 216200 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 455Q: 19 clusters Score -1.496848e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184155 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173046 members 
Mstep: Class 4 contains 223947 members 
Mstep: Class 5 contains 62456 members 
Mstep: Class 6 contains 174334 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56177 members 
Mstep: Class 11 contains 36512 members 
Mstep: Class 12 contains 216204 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 62449.558594
Iteration 456Q: 19 clusters Score -1.496848e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184158 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173044 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174333 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56177 members 
Mstep: Class 11 contains 36515 members 
Mstep: Class 12 contains 216204 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 62449.558594
Iteration 457Q: 19 clusters Score -1.496848e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184163 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173043 members 
Mstep: Class 4 contains 223946 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174332 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56176 members 
Mstep: Class 11 contains 36516 members 
Mstep: Class 12 contains 216201 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 62449.558594
Iteration 458Q: 19 clusters Score -1.496848e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173042 members 
Mstep: Class 4 contains 223951 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174331 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56176 members 
Mstep: Class 11 contains 36518 members 
Mstep: Class 12 contains 216194 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 62449.558594
Iteration 459Q: 19 clusters Score -1.496848e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173043 members 
Mstep: Class 4 contains 223952 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174331 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56176 members 
Mstep: Class 11 contains 36522 members 
Mstep: Class 12 contains 216187 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684816.000000 Penalty: 62449.558594
Iteration 460F: 19 clusters Score -1.496848e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184172 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173043 members 
Mstep: Class 4 contains 223955 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174331 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56175 members 
Mstep: Class 11 contains 36523 members 
Mstep: Class 12 contains 216179 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684832.000000 Penalty: 62449.558594
Iteration 461Q: 19 clusters Score -1.496848e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184176 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173041 members 
Mstep: Class 4 contains 223957 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174329 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56173 members 
Mstep: Class 11 contains 36523 members 
Mstep: Class 12 contains 216178 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 462Q: 19 clusters Score -1.496849e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184178 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173041 members 
Mstep: Class 4 contains 223954 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174325 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56173 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 216181 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 463Q: 19 clusters Score -1.496849e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173038 members 
Mstep: Class 4 contains 223954 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174321 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56175 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 216185 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 62449.558594
Iteration 464Q: 19 clusters Score -1.496849e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184181 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173033 members 
Mstep: Class 4 contains 223957 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174319 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56176 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 216187 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 465Q: 19 clusters Score -1.496849e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184184 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173032 members 
Mstep: Class 4 contains 223959 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174319 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56172 members 
Mstep: Class 11 contains 36525 members 
Mstep: Class 12 contains 216187 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 466Q: 19 clusters Score -1.496849e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173030 members 
Mstep: Class 4 contains 223960 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174320 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56166 members 
Mstep: Class 11 contains 36527 members 
Mstep: Class 12 contains 216189 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 467Q: 19 clusters Score -1.496849e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173030 members 
Mstep: Class 4 contains 223961 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174319 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56161 members 
Mstep: Class 11 contains 36528 members 
Mstep: Class 12 contains 216191 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 468Q: 19 clusters Score -1.496849e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173028 members 
Mstep: Class 4 contains 223960 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174318 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56158 members 
Mstep: Class 11 contains 36531 members 
Mstep: Class 12 contains 216194 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 62449.558594
Iteration 469Q: 19 clusters Score -1.496849e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173027 members 
Mstep: Class 4 contains 223961 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56160 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216195 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 470Q: 19 clusters Score -1.496849e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173026 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174313 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56162 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216195 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 471Q: 19 clusters Score -1.496849e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173023 members 
Mstep: Class 4 contains 223965 members 
Mstep: Class 5 contains 62455 members 
Mstep: Class 6 contains 174310 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56162 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216198 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684848.000000 Penalty: 62449.558594
Iteration 472Q: 19 clusters Score -1.496848e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184191 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223968 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174311 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56160 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216198 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 473Q: 19 clusters Score -1.496849e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223966 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174314 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216199 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684912.000000 Penalty: 62449.558594
Iteration 474Q: 19 clusters Score -1.496849e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173019 members 
Mstep: Class 4 contains 223966 members 
Mstep: Class 5 contains 62454 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216201 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 475Q: 19 clusters Score -1.496849e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173019 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 62453 members 
Mstep: Class 6 contains 174318 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49418 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 476Q: 19 clusters Score -1.496849e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173019 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174318 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49419 members 
Mstep: Class 10 contains 56159 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 477Q: 19 clusters Score -1.496849e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173021 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174316 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49421 members 
Mstep: Class 10 contains 56158 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216199 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684928.000000 Penalty: 62449.558594
Iteration 478Q: 19 clusters Score -1.496849e+08 nChanged 5
Entering ConstructFrom: 
Score: -149684928.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (184191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184191 members 
Entering Unmasked Estep 
Score: -23583996.000000 Penalty: 3006.684814
	Iteration 0F: 2 clusters Score -2.3584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -23463516.000000 Penalty: 6013.369629
	Iteration 0F: 3 clusters Score -2.346352e+07 nChanged 88561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -23516582.000000 Penalty: 6013.369629
	Iteration 1F: 3 clusters Score -2.351658e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -23519614.000000 Penalty: 6013.369629
	Iteration 2Q: 3 clusters Score -2.351961e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117499 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -23525138.000000 Penalty: 6013.369629
	Iteration 3F: 3 clusters Score -2.352514e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129164 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -23534102.000000 Penalty: 6013.369629
	Iteration 4F: 3 clusters Score -2.35341e+07 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143444 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -23546924.000000 Penalty: 6013.369629
	Iteration 5F: 3 clusters Score -2.354692e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -23560784.000000 Penalty: 6013.369629
	Iteration 6F: 3 clusters Score -2.356078e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169129 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -23571118.000000 Penalty: 6013.369629
	Iteration 7F: 3 clusters Score -2.357112e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176173 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -23576860.000000 Penalty: 6013.369629
	Iteration 8Q: 3 clusters Score -2.357686e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179816 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -23579574.000000 Penalty: 6013.369629
	Iteration 9Q: 3 clusters Score -2.357957e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181471 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -23580806.000000 Penalty: 6013.369629
	Iteration 10Q: 3 clusters Score -2.358081e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -23581234.000000 Penalty: 6013.369629
	Iteration 11Q: 3 clusters Score -2.358123e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182443 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23581398.000000 Penalty: 6013.369629
	Iteration 12Q: 3 clusters Score -2.35814e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23581450.000000 Penalty: 6013.369629
	Iteration 13Q: 3 clusters Score -2.358145e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182721 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -23581488.000000 Penalty: 6013.369629
	Iteration 14Q: 3 clusters Score -2.358149e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182795 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -23581558.000000 Penalty: 6013.369629
	Iteration 15Q: 3 clusters Score -2.358156e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182855 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -23581608.000000 Penalty: 6013.369629
	Iteration 16Q: 3 clusters Score -2.358161e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -23581646.000000 Penalty: 6013.369629
	Iteration 17Q: 3 clusters Score -2.358165e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -23581680.000000 Penalty: 6013.369629
	Iteration 18Q: 3 clusters Score -2.358168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182959 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -23581698.000000 Penalty: 6013.369629
	Iteration 19Q: 3 clusters Score -2.35817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183000 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -23581694.000000 Penalty: 6013.369629
	Iteration 20F: 3 clusters Score -2.358169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183026 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23581710.000000 Penalty: 6013.369629
	Iteration 21Q: 3 clusters Score -2.358171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183037 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23581742.000000 Penalty: 6013.369629
	Iteration 22Q: 3 clusters Score -2.358174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -23581722.000000 Penalty: 6013.369629
	Iteration 23Q: 3 clusters Score -2.358172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23581754.000000 Penalty: 6013.369629
	Iteration 24Q: 3 clusters Score -2.358175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183060 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23581742.000000 Penalty: 6013.369629
	Iteration 25Q: 3 clusters Score -2.358174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23581740.000000 Penalty: 6013.369629
	Iteration 26Q: 3 clusters Score -2.358174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23581732.000000 Penalty: 6013.369629
	Iteration 27Q: 3 clusters Score -2.358173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23581738.000000 Penalty: 6013.369629
	Iteration 28Q: 3 clusters Score -2.358174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23581758.000000 Penalty: 6013.369629
	Iteration 29Q: 3 clusters Score -2.358176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -23581748.000000 Penalty: 6013.369629
	Iteration 30Q: 3 clusters Score -2.358175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183084 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23581760.000000 Penalty: 6013.369629
	Iteration 31Q: 3 clusters Score -2.358176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23581758.000000 Penalty: 6013.369629
	Iteration 32Q: 3 clusters Score -2.358176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183090 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23581762.000000 Penalty: 6013.369629
	Iteration 33Q: 3 clusters Score -2.358176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183094 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23581768.000000 Penalty: 6013.369629
	Iteration 34Q: 3 clusters Score -2.358177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23581766.000000 Penalty: 6013.369629
	Iteration 35Q: 3 clusters Score -2.358177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23581758.000000 Penalty: 6013.369629
	Iteration 36Q: 3 clusters Score -2.358176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23581768.000000 Penalty: 6013.369629
	Iteration 37Q: 3 clusters Score -2.358177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183099 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23581758.000000 Penalty: 6013.369629
	Iteration 38Q: 3 clusters Score -2.358176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183102 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23581766.000000 Penalty: 6013.369629
	Iteration 39Q: 3 clusters Score -2.358177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23581758.000000 Penalty: 6013.369629
	Iteration 40F: 3 clusters Score -2.358176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183109 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -23581748.000000 Penalty: 6013.369629
	Iteration 41Q: 3 clusters Score -2.358175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23581760.000000 Penalty: 6013.369629
	Iteration 42Q: 3 clusters Score -2.358176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183121 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23581756.000000 Penalty: 6013.369629
	Iteration 43Q: 3 clusters Score -2.358176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183126 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23581750.000000 Penalty: 6013.369629
	Iteration 44Q: 3 clusters Score -2.358175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23581748.000000 Penalty: 6013.369629
	Iteration 45Q: 3 clusters Score -2.358175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183136 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23581742.000000 Penalty: 6013.369629
	Iteration 46Q: 3 clusters Score -2.358174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183136 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23581742.000000 Penalty: 6013.369629
	Iteration 47F: 3 clusters Score -2.358174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -545240.875000 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -545240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -541109.750000 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -541109.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -542029.750000 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -542029.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -542215.125000 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -542215.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -542326.937500 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -542326.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -542395.625000 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -542395.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -542446.937500 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -542446.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -542486.062500 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -542486.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -542514.625000 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -542514.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -542541.062500 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -542541.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -542564.750000 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -542564.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -542586.000000 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -542586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -542602.187500 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -542602.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -542621.750000 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -542621.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -542641.250000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -542641.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -542667.125000 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -542667.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -542692.187500 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -542692.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -542716.625000 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -542716.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -542740.312500 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -542740.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -542754.375000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -542754.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -542772.625000 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -542772.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -542795.000000 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -542795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -542816.312500 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -542816.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -542841.062500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -542841.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -542866.062500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -542866.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -542889.062500 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -542889.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -542918.375000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -542918.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -542947.875000 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -542947.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -542980.812500 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -542980.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -543013.687500 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -543013.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -543046.562500 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -543046.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -543076.125000 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -543076.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -543103.437500 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -543103.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -543133.000000 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -543133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -543159.562500 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -543159.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -543184.125000 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -543184.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -543202.812500 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -543202.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -543222.312500 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -543222.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -543232.750000 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -543232.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -543243.750000 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -543243.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -543258.000000 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -543258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -543272.687500 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -543272.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -543280.562500 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -543280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -543289.250000 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -543289.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -543296.187500 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -543296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -543304.750000 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -543304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -543314.562500 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -543314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -543325.437500 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -543325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -543331.750000 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -543331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -543339.250000 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -543339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -543348.000000 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -543348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -543352.687500 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -543352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -543356.937500 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -543356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -543364.250000 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -543364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -543366.937500 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -543366.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -543367.687500 Penalty: 4157.274902
	Iteration 54Q: 3 clusters Score -543367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -543368.312500 Penalty: 4157.274902
	Iteration 55Q: 3 clusters Score -543368.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -543368.312500 Penalty: 4157.274902
	Iteration 56F: 3 clusters Score -543368.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173021 members 
Entering Unmasked Estep 
Score: -22237220.000000 Penalty: 2991.169922
	Iteration 0F: 2 clusters Score -2.223722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -22122552.000000 Penalty: 5982.339844
	Iteration 0F: 3 clusters Score -2.212255e+07 nChanged 83313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -22171094.000000 Penalty: 5982.339844
	Iteration 1F: 3 clusters Score -2.217109e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -22172218.000000 Penalty: 5982.339844
	Iteration 2Q: 3 clusters Score -2.217222e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -22173190.000000 Penalty: 5982.339844
	Iteration 3Q: 3 clusters Score -2.217319e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -22174260.000000 Penalty: 5982.339844
	Iteration 4Q: 3 clusters Score -2.217426e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -22176314.000000 Penalty: 5982.339844
	Iteration 5Q: 3 clusters Score -2.217631e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 103067 members 
Entering Unmasked Estep 
Score: -22179226.000000 Penalty: 5982.339844
	Iteration 6Q: 3 clusters Score -2.217923e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 110213 members 
Entering Unmasked Estep 
Score: -22183772.000000 Penalty: 5982.339844
	Iteration 7F: 3 clusters Score -2.218377e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 119341 members 
Entering Unmasked Estep 
Score: -22190056.000000 Penalty: 5982.339844
	Iteration 8F: 3 clusters Score -2.219006e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 130070 members 
Entering Unmasked Estep 
Score: -22198750.000000 Penalty: 5982.339844
	Iteration 9F: 3 clusters Score -2.219875e+07 nChanged 11227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -22208048.000000 Penalty: 5982.339844
	Iteration 10F: 3 clusters Score -2.220805e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 149755 members 
Entering Unmasked Estep 
Score: -22216380.000000 Penalty: 5982.339844
	Iteration 11F: 3 clusters Score -2.221638e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -22222410.000000 Penalty: 5982.339844
	Iteration 12Q: 3 clusters Score -2.222241e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 161160 members 
Entering Unmasked Estep 
Score: -22226552.000000 Penalty: 5982.339844
	Iteration 13Q: 3 clusters Score -2.222655e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -22229290.000000 Penalty: 5982.339844
	Iteration 14Q: 3 clusters Score -2.222929e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -22231222.000000 Penalty: 5982.339844
	Iteration 15Q: 3 clusters Score -2.223122e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -22232340.000000 Penalty: 5982.339844
	Iteration 16Q: 3 clusters Score -2.223234e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 168972 members 
Entering Unmasked Estep 
Score: -22233008.000000 Penalty: 5982.339844
	Iteration 17Q: 3 clusters Score -2.223301e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -22233454.000000 Penalty: 5982.339844
	Iteration 18Q: 3 clusters Score -2.223345e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -22233670.000000 Penalty: 5982.339844
	Iteration 19Q: 3 clusters Score -2.223367e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -22233910.000000 Penalty: 5982.339844
	Iteration 20F: 3 clusters Score -2.223391e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -22233984.000000 Penalty: 5982.339844
	Iteration 21Q: 3 clusters Score -2.223398e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -22234122.000000 Penalty: 5982.339844
	Iteration 22Q: 3 clusters Score -2.223412e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -22234202.000000 Penalty: 5982.339844
	Iteration 23Q: 3 clusters Score -2.22342e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 171591 members 
Entering Unmasked Estep 
Score: -22234278.000000 Penalty: 5982.339844
	Iteration 24Q: 3 clusters Score -2.223428e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 171727 members 
Entering Unmasked Estep 
Score: -22234380.000000 Penalty: 5982.339844
	Iteration 25Q: 3 clusters Score -2.223438e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 171834 members 
Entering Unmasked Estep 
Score: -22234416.000000 Penalty: 5982.339844
	Iteration 26Q: 3 clusters Score -2.223442e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -22234466.000000 Penalty: 5982.339844
	Iteration 27Q: 3 clusters Score -2.223447e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -22234490.000000 Penalty: 5982.339844
	Iteration 28Q: 3 clusters Score -2.223449e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -22234528.000000 Penalty: 5982.339844
	Iteration 29Q: 3 clusters Score -2.223453e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 172069 members 
Entering Unmasked Estep 
Score: -22234542.000000 Penalty: 5982.339844
	Iteration 30Q: 3 clusters Score -2.223454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -22234550.000000 Penalty: 5982.339844
	Iteration 31Q: 3 clusters Score -2.223455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -22234554.000000 Penalty: 5982.339844
	Iteration 32Q: 3 clusters Score -2.223455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 172153 members 
Entering Unmasked Estep 
Score: -22234576.000000 Penalty: 5982.339844
	Iteration 33Q: 3 clusters Score -2.223458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -22234562.000000 Penalty: 5982.339844
	Iteration 34Q: 3 clusters Score -2.223456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -22234560.000000 Penalty: 5982.339844
	Iteration 35Q: 3 clusters Score -2.223456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 172193 members 
Entering Unmasked Estep 
Score: -22234560.000000 Penalty: 5982.339844
	Iteration 36Q: 3 clusters Score -2.223456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172201 members 
Entering Unmasked Estep 
Score: -22234568.000000 Penalty: 5982.339844
	Iteration 37Q: 3 clusters Score -2.223457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -22234562.000000 Penalty: 5982.339844
	Iteration 38Q: 3 clusters Score -2.223456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 172213 members 
Entering Unmasked Estep 
Score: -22234562.000000 Penalty: 5982.339844
	Iteration 39Q: 3 clusters Score -2.223456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 172219 members 
Entering Unmasked Estep 
Score: -22234572.000000 Penalty: 5982.339844
	Iteration 40F: 3 clusters Score -2.223457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -22234576.000000 Penalty: 5982.339844
	Iteration 41Q: 3 clusters Score -2.223458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -22234576.000000 Penalty: 5982.339844
	Iteration 42Q: 3 clusters Score -2.223458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 172230 members 
Entering Unmasked Estep 
Score: -22234582.000000 Penalty: 5982.339844
	Iteration 43Q: 3 clusters Score -2.223458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -22234574.000000 Penalty: 5982.339844
	Iteration 44Q: 3 clusters Score -2.223457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 172235 members 
Entering Unmasked Estep 
Score: -22234578.000000 Penalty: 5982.339844
	Iteration 45Q: 3 clusters Score -2.223458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -22234578.000000 Penalty: 5982.339844
	Iteration 46Q: 3 clusters Score -2.223458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 172237 members 
Entering Unmasked Estep 
Score: -22234578.000000 Penalty: 5982.339844
	Iteration 47F: 3 clusters Score -2.223458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223963 members 
Entering Unmasked Estep 
Score: -28654148.000000 Penalty: 3055.170410
	Iteration 0F: 2 clusters Score -2.865415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -28513464.000000 Penalty: 6110.340820
	Iteration 0F: 3 clusters Score -2.851346e+07 nChanged 108399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119370 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -28576978.000000 Penalty: 6110.340820
	Iteration 1F: 3 clusters Score -2.857698e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123655 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -28578592.000000 Penalty: 6110.340820
	Iteration 2Q: 3 clusters Score -2.857859e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130335 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -28581308.000000 Penalty: 6110.340820
	Iteration 3Q: 3 clusters Score -2.858131e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 83451 members 
Entering Unmasked Estep 
Score: -28585980.000000 Penalty: 6110.340820
	Iteration 4Q: 3 clusters Score -2.858598e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -28595270.000000 Penalty: 6110.340820
	Iteration 5F: 3 clusters Score -2.859527e+07 nChanged 19023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -28610658.000000 Penalty: 6110.340820
	Iteration 6F: 3 clusters Score -2.861066e+07 nChanged 20938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195040 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -28629788.000000 Penalty: 6110.340820
	Iteration 7F: 3 clusters Score -2.862979e+07 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212295 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -28643496.000000 Penalty: 6110.340820
	Iteration 8F: 3 clusters Score -2.86435e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220753 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -28649254.000000 Penalty: 6110.340820
	Iteration 9Q: 3 clusters Score -2.864925e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223167 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -28650896.000000 Penalty: 6110.340820
	Iteration 10Q: 3 clusters Score -2.86509e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223636 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28651198.000000 Penalty: 6110.340820
	Iteration 11Q: 3 clusters Score -2.86512e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223746 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28651348.000000 Penalty: 6110.340820
	Iteration 12Q: 3 clusters Score -2.865135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223774 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28651422.000000 Penalty: 6110.340820
	Iteration 13Q: 3 clusters Score -2.865142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223788 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28651444.000000 Penalty: 6110.340820
	Iteration 14Q: 3 clusters Score -2.865144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223799 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28651438.000000 Penalty: 6110.340820
	Iteration 15Q: 3 clusters Score -2.865144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223805 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28651486.000000 Penalty: 6110.340820
	Iteration 16Q: 3 clusters Score -2.865149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223807 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28651496.000000 Penalty: 6110.340820
	Iteration 17Q: 3 clusters Score -2.86515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223809 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28651516.000000 Penalty: 6110.340820
	Iteration 18Q: 3 clusters Score -2.865152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223809 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28651530.000000 Penalty: 6110.340820
	Iteration 19Q: 3 clusters Score -2.865153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223811 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28651530.000000 Penalty: 6110.340820
	Iteration 20F: 3 clusters Score -2.865153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223810 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28651540.000000 Penalty: 6110.340820
	Iteration 21Q: 3 clusters Score -2.865154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223809 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28651538.000000 Penalty: 6110.340820
	Iteration 22Q: 3 clusters Score -2.865154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223809 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28651538.000000 Penalty: 6110.340820
	Iteration 23F: 3 clusters Score -2.865154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Entering Unmasked Estep 
Score: -7769085.000000 Penalty: 2738.454102
	Iteration 0F: 2 clusters Score -7769085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7727198.500000 Penalty: 5476.908203
	Iteration 0F: 3 clusters Score -7727198 nChanged 29063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -7743147.000000 Penalty: 5476.908203
	Iteration 1F: 3 clusters Score -7743147 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7743582.500000 Penalty: 5476.908203
	Iteration 2Q: 3 clusters Score -7743582 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7743978.500000 Penalty: 5476.908203
	Iteration 3Q: 3 clusters Score -7743978 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -7744311.000000 Penalty: 5476.908203
	Iteration 4Q: 3 clusters Score -7744311 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -7744585.500000 Penalty: 5476.908203
	Iteration 5Q: 3 clusters Score -7744586 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7744886.000000 Penalty: 5476.908203
	Iteration 6Q: 3 clusters Score -7744886 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -7745152.000000 Penalty: 5476.908203
	Iteration 7Q: 3 clusters Score -7745152 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -7745475.500000 Penalty: 5476.908203
	Iteration 8Q: 3 clusters Score -7745476 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -7745749.000000 Penalty: 5476.908203
	Iteration 9Q: 3 clusters Score -7745749 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7746141.000000 Penalty: 5476.908203
	Iteration 10Q: 3 clusters Score -7746141 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -7746598.000000 Penalty: 5476.908203
	Iteration 11Q: 3 clusters Score -7746598 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7747117.000000 Penalty: 5476.908203
	Iteration 12Q: 3 clusters Score -7747117 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -7747935.500000 Penalty: 5476.908203
	Iteration 13Q: 3 clusters Score -7747936 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -7749152.500000 Penalty: 5476.908203
	Iteration 14Q: 3 clusters Score -7749152 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7751010.000000 Penalty: 5476.908203
	Iteration 15Q: 3 clusters Score -7751010 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -7753582.000000 Penalty: 5476.908203
	Iteration 16F: 3 clusters Score -7753582 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -7756917.500000 Penalty: 5476.908203
	Iteration 17F: 3 clusters Score -7756918 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -7760229.000000 Penalty: 5476.908203
	Iteration 18F: 3 clusters Score -7760229 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -7762934.500000 Penalty: 5476.908203
	Iteration 19F: 3 clusters Score -7762934 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7764658.500000 Penalty: 5476.908203
	Iteration 20F: 3 clusters Score -7764658 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7765645.000000 Penalty: 5476.908203
	Iteration 21Q: 3 clusters Score -7765645 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7766101.500000 Penalty: 5476.908203
	Iteration 22Q: 3 clusters Score -7766102 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7766333.000000 Penalty: 5476.908203
	Iteration 23Q: 3 clusters Score -7766333 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7766463.500000 Penalty: 5476.908203
	Iteration 24Q: 3 clusters Score -7766464 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7766554.500000 Penalty: 5476.908203
	Iteration 25Q: 3 clusters Score -7766554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7766601.000000 Penalty: 5476.908203
	Iteration 26Q: 3 clusters Score -7766601 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7766645.500000 Penalty: 5476.908203
	Iteration 27Q: 3 clusters Score -7766646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7766664.000000 Penalty: 5476.908203
	Iteration 28Q: 3 clusters Score -7766664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7766694.500000 Penalty: 5476.908203
	Iteration 29Q: 3 clusters Score -7766694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7766696.500000 Penalty: 5476.908203
	Iteration 30Q: 3 clusters Score -7766696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7766714.000000 Penalty: 5476.908203
	Iteration 31Q: 3 clusters Score -7766714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7766728.500000 Penalty: 5476.908203
	Iteration 32Q: 3 clusters Score -7766728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7766737.500000 Penalty: 5476.908203
	Iteration 33Q: 3 clusters Score -7766738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7766749.500000 Penalty: 5476.908203
	Iteration 34Q: 3 clusters Score -7766750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7766755.500000 Penalty: 5476.908203
	Iteration 35Q: 3 clusters Score -7766756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7766754.500000 Penalty: 5476.908203
	Iteration 36Q: 3 clusters Score -7766754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7766766.000000 Penalty: 5476.908203
	Iteration 37Q: 3 clusters Score -7766766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7766775.000000 Penalty: 5476.908203
	Iteration 38Q: 3 clusters Score -7766775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7766770.500000 Penalty: 5476.908203
	Iteration 39Q: 3 clusters Score -7766770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7766776.500000 Penalty: 5476.908203
	Iteration 40F: 3 clusters Score -7766776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7766778.000000 Penalty: 5476.908203
	Iteration 41Q: 3 clusters Score -7766778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7766785.000000 Penalty: 5476.908203
	Iteration 42Q: 3 clusters Score -7766785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7766785.000000 Penalty: 5476.908203
	Iteration 43F: 3 clusters Score -7766785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Entering Unmasked Estep 
Score: -22322992.000000 Penalty: 2993.019043
	Iteration 0F: 2 clusters Score -2.232299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -22207712.000000 Penalty: 5986.038086
	Iteration 0F: 3 clusters Score -2.220771e+07 nChanged 83571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -22256674.000000 Penalty: 5986.038086
	Iteration 1F: 3 clusters Score -2.225667e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -22258942.000000 Penalty: 5986.038086
	Iteration 2Q: 3 clusters Score -2.225894e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -22262940.000000 Penalty: 5986.038086
	Iteration 3Q: 3 clusters Score -2.226294e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 107180 members 
Entering Unmasked Estep 
Score: -22269198.000000 Penalty: 5986.038086
	Iteration 4F: 3 clusters Score -2.22692e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 117093 members 
Entering Unmasked Estep 
Score: -22278526.000000 Penalty: 5986.038086
	Iteration 5F: 3 clusters Score -2.227853e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -22290944.000000 Penalty: 5986.038086
	Iteration 6F: 3 clusters Score -2.229094e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 138631 members 
Entering Unmasked Estep 
Score: -22302702.000000 Penalty: 5986.038086
	Iteration 7F: 3 clusters Score -2.23027e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 145120 members 
Entering Unmasked Estep 
Score: -22310394.000000 Penalty: 5986.038086
	Iteration 8Q: 3 clusters Score -2.231039e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -22313676.000000 Penalty: 5986.038086
	Iteration 9Q: 3 clusters Score -2.231368e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -22315282.000000 Penalty: 5986.038086
	Iteration 10Q: 3 clusters Score -2.231528e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -22316218.000000 Penalty: 5986.038086
	Iteration 11Q: 3 clusters Score -2.231622e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -22317046.000000 Penalty: 5986.038086
	Iteration 12Q: 3 clusters Score -2.231705e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -22317836.000000 Penalty: 5986.038086
	Iteration 13Q: 3 clusters Score -2.231784e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 159872 members 
Entering Unmasked Estep 
Score: -22318350.000000 Penalty: 5986.038086
	Iteration 14Q: 3 clusters Score -2.231835e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -22318870.000000 Penalty: 5986.038086
	Iteration 15Q: 3 clusters Score -2.231887e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 162835 members 
Entering Unmasked Estep 
Score: -22319292.000000 Penalty: 5986.038086
	Iteration 16Q: 3 clusters Score -2.231929e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -22319644.000000 Penalty: 5986.038086
	Iteration 17Q: 3 clusters Score -2.231964e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -22319964.000000 Penalty: 5986.038086
	Iteration 18Q: 3 clusters Score -2.231996e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 165877 members 
Entering Unmasked Estep 
Score: -22320178.000000 Penalty: 5986.038086
	Iteration 19Q: 3 clusters Score -2.232018e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -22320366.000000 Penalty: 5986.038086
	Iteration 20F: 3 clusters Score -2.232037e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 167291 members 
Entering Unmasked Estep 
Score: -22320454.000000 Penalty: 5986.038086
	Iteration 21Q: 3 clusters Score -2.232045e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -22320608.000000 Penalty: 5986.038086
	Iteration 22Q: 3 clusters Score -2.232061e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -22320722.000000 Penalty: 5986.038086
	Iteration 23Q: 3 clusters Score -2.232072e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 168740 members 
Entering Unmasked Estep 
Score: -22320854.000000 Penalty: 5986.038086
	Iteration 24Q: 3 clusters Score -2.232085e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 169108 members 
Entering Unmasked Estep 
Score: -22320920.000000 Penalty: 5986.038086
	Iteration 25Q: 3 clusters Score -2.232092e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -22320990.000000 Penalty: 5986.038086
	Iteration 26Q: 3 clusters Score -2.232099e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 169666 members 
Entering Unmasked Estep 
Score: -22321042.000000 Penalty: 5986.038086
	Iteration 27Q: 3 clusters Score -2.232104e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 169889 members 
Entering Unmasked Estep 
Score: -22321104.000000 Penalty: 5986.038086
	Iteration 28Q: 3 clusters Score -2.23211e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 170082 members 
Entering Unmasked Estep 
Score: -22321166.000000 Penalty: 5986.038086
	Iteration 29Q: 3 clusters Score -2.232117e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 170258 members 
Entering Unmasked Estep 
Score: -22321176.000000 Penalty: 5986.038086
	Iteration 30Q: 3 clusters Score -2.232118e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -22321176.000000 Penalty: 5986.038086
	Iteration 31Q: 3 clusters Score -2.232118e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -22321154.000000 Penalty: 5986.038086
	Iteration 32Q: 3 clusters Score -2.232115e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 170693 members 
Entering Unmasked Estep 
Score: -22321184.000000 Penalty: 5986.038086
	Iteration 33Q: 3 clusters Score -2.232118e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -22321256.000000 Penalty: 5986.038086
	Iteration 34Q: 3 clusters Score -2.232126e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 170930 members 
Entering Unmasked Estep 
Score: -22321252.000000 Penalty: 5986.038086
	Iteration 35Q: 3 clusters Score -2.232125e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 171026 members 
Entering Unmasked Estep 
Score: -22321280.000000 Penalty: 5986.038086
	Iteration 36Q: 3 clusters Score -2.232128e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 171111 members 
Entering Unmasked Estep 
Score: -22321258.000000 Penalty: 5986.038086
	Iteration 37Q: 3 clusters Score -2.232126e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -22321298.000000 Penalty: 5986.038086
	Iteration 38Q: 3 clusters Score -2.23213e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 171257 members 
Entering Unmasked Estep 
Score: -22321332.000000 Penalty: 5986.038086
	Iteration 39Q: 3 clusters Score -2.232133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -22321332.000000 Penalty: 5986.038086
	Iteration 40F: 3 clusters Score -2.232133e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -22321364.000000 Penalty: 5986.038086
	Iteration 41Q: 3 clusters Score -2.232136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 171400 members 
Entering Unmasked Estep 
Score: -22321332.000000 Penalty: 5986.038086
	Iteration 42Q: 3 clusters Score -2.232133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -22321348.000000 Penalty: 5986.038086
	Iteration 43Q: 3 clusters Score -2.232135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 171454 members 
Entering Unmasked Estep 
Score: -22321356.000000 Penalty: 5986.038086
	Iteration 44Q: 3 clusters Score -2.232136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -22321354.000000 Penalty: 5986.038086
	Iteration 45Q: 3 clusters Score -2.232135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 171511 members 
Entering Unmasked Estep 
Score: -22321372.000000 Penalty: 5986.038086
	Iteration 46Q: 3 clusters Score -2.232137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -22321372.000000 Penalty: 5986.038086
	Iteration 47Q: 3 clusters Score -2.232137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -22321358.000000 Penalty: 5986.038086
	Iteration 48Q: 3 clusters Score -2.232136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -22321354.000000 Penalty: 5986.038086
	Iteration 49Q: 3 clusters Score -2.232135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 171552 members 
Entering Unmasked Estep 
Score: -22321348.000000 Penalty: 5986.038086
	Iteration 50Q: 3 clusters Score -2.232135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -22321366.000000 Penalty: 5986.038086
	Iteration 51Q: 3 clusters Score -2.232137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -22321360.000000 Penalty: 5986.038086
	Iteration 52Q: 3 clusters Score -2.232136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 171569 members 
Entering Unmasked Estep 
Score: -22321354.000000 Penalty: 5986.038086
	Iteration 53Q: 3 clusters Score -2.232135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -22321354.000000 Penalty: 5986.038086
	Iteration 54Q: 3 clusters Score -2.232135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -22321364.000000 Penalty: 5986.038086
	Iteration 55Q: 3 clusters Score -2.232136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -22321354.000000 Penalty: 5986.038086
	Iteration 56Q: 3 clusters Score -2.232135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -22321334.000000 Penalty: 5986.038086
	Iteration 57Q: 3 clusters Score -2.232133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -22321344.000000 Penalty: 5986.038086
	Iteration 58Q: 3 clusters Score -2.232134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -22321350.000000 Penalty: 5986.038086
	Iteration 59Q: 3 clusters Score -2.232135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -22321350.000000 Penalty: 5986.038086
	Iteration 60F: 3 clusters Score -2.232135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -22321354.000000 Penalty: 5986.038086
	Iteration 61Q: 3 clusters Score -2.232135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 171634 members 
Entering Unmasked Estep 
Score: -22321376.000000 Penalty: 5986.038086
	Iteration 62Q: 3 clusters Score -2.232138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -22321380.000000 Penalty: 5986.038086
	Iteration 63Q: 3 clusters Score -2.232138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -22321380.000000 Penalty: 5986.038086
	Iteration 64Q: 3 clusters Score -2.232138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -22321370.000000 Penalty: 5986.038086
	Iteration 65Q: 3 clusters Score -2.232137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22321382.000000 Penalty: 5986.038086
	Iteration 66Q: 3 clusters Score -2.232138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -22321374.000000 Penalty: 5986.038086
	Iteration 67Q: 3 clusters Score -2.232137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -22321378.000000 Penalty: 5986.038086
	Iteration 68Q: 3 clusters Score -2.232138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -22321372.000000 Penalty: 5986.038086
	Iteration 69Q: 3 clusters Score -2.232137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 171657 members 
Entering Unmasked Estep 
Score: -22321378.000000 Penalty: 5986.038086
	Iteration 70Q: 3 clusters Score -2.232138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -22321380.000000 Penalty: 5986.038086
	Iteration 71Q: 3 clusters Score -2.232138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -22321376.000000 Penalty: 5986.038086
	Iteration 72Q: 3 clusters Score -2.232138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -22321386.000000 Penalty: 5986.038086
	Iteration 73Q: 3 clusters Score -2.232139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -22321388.000000 Penalty: 5986.038086
	Iteration 74Q: 3 clusters Score -2.232139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 171665 members 
Entering Unmasked Estep 
Score: -22321388.000000 Penalty: 5986.038086
	Iteration 75F: 3 clusters Score -2.232139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -259678.265625 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -259678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -256973.578125 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -256973.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257456.906250 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -257456.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257580.890625 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -257580.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -257645.328125 Penalty: 3813.700928
	Iteration 3Q: 3 clusters Score -257645.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -257702.234375 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -257702.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -257740.890625 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -257740.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257767.078125 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -257767.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257793.796875 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -257793.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -257815.937500 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -257815.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -257830.421875 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -257830.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -257845.109375 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -257845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -257857.046875 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -257857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -257868.109375 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -257868.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257877.921875 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -257877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -257884.484375 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -257884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -257889.484375 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -257889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -257890.218750 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -257890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -257890.984375 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -257891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -257892.125000 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -257892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -257894.062500 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -257894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -257894.781250 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -257894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -257894.937500 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -257894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -257895.875000 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -257895.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -257895.875000 Penalty: 3813.700928
	Iteration 23F: 3 clusters Score -257895.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51983.300781 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -51983.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52233.496094 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52233.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52396.296875 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52396.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52546.253906 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -52546.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52670.535156 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -52670.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52794.750000 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -52794.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52870.542969 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -52870.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52967.820312 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -52967.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53096.554688 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53096.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53177.039062 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53177.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53227.691406 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53227.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53265.324219 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53265.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53341.554688 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -53341.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53382.230469 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53382.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53415.628906 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -53415.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53481.121094 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -53481.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53519.847656 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -53519.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53521.675781 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -53521.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53545.242188 Penalty: 3115.076416
	Iteration 18F: 3 clusters Score -53545.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53633.421875 Penalty: 3115.076416
	Iteration 19Q: 3 clusters Score -53633.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53775.875000 Penalty: 3115.076416
	Iteration 20F: 3 clusters Score -53775.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53778.867188 Penalty: 3115.076416
	Iteration 21Q: 3 clusters Score -53778.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53778.867188 Penalty: 3115.076416
	Iteration 22F: 3 clusters Score -53778.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184191 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173021 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174316 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216200 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 215 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683248.000000 Penalty: 65918.976562
Splitting cluster 8 changes total score from -149684928.000000 to -149683248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (49420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Entering Unmasked Estep 
Score: -6376976.000000 Penalty: 2680.411377
	Iteration 0F: 2 clusters Score -6376976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6343761.500000 Penalty: 5360.822754
	Iteration 0F: 3 clusters Score -6343762 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -6356298.000000 Penalty: 5360.822754
	Iteration 1F: 3 clusters Score -6356298 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -6356882.000000 Penalty: 5360.822754
	Iteration 2Q: 3 clusters Score -6356882 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -6357459.500000 Penalty: 5360.822754
	Iteration 3Q: 3 clusters Score -6357460 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -6358036.000000 Penalty: 5360.822754
	Iteration 4Q: 3 clusters Score -6358036 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6358783.000000 Penalty: 5360.822754
	Iteration 5Q: 3 clusters Score -6358783 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6359782.500000 Penalty: 5360.822754
	Iteration 6Q: 3 clusters Score -6359782 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -6361235.000000 Penalty: 5360.822754
	Iteration 7F: 3 clusters Score -6361235 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -6363376.000000 Penalty: 5360.822754
	Iteration 8F: 3 clusters Score -6363376 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -6366145.500000 Penalty: 5360.822754
	Iteration 9F: 3 clusters Score -6366146 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -6368895.000000 Penalty: 5360.822754
	Iteration 10F: 3 clusters Score -6368895 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -6370806.000000 Penalty: 5360.822754
	Iteration 11F: 3 clusters Score -6370806 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -6371848.000000 Penalty: 5360.822754
	Iteration 12Q: 3 clusters Score -6371848 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -6372345.000000 Penalty: 5360.822754
	Iteration 13Q: 3 clusters Score -6372345 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -6372593.500000 Penalty: 5360.822754
	Iteration 14Q: 3 clusters Score -6372594 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -6372805.500000 Penalty: 5360.822754
	Iteration 15Q: 3 clusters Score -6372806 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -6372954.500000 Penalty: 5360.822754
	Iteration 16Q: 3 clusters Score -6372954 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6373073.500000 Penalty: 5360.822754
	Iteration 17Q: 3 clusters Score -6373074 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -6373187.500000 Penalty: 5360.822754
	Iteration 18Q: 3 clusters Score -6373188 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -6373309.000000 Penalty: 5360.822754
	Iteration 19Q: 3 clusters Score -6373309 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -6373437.000000 Penalty: 5360.822754
	Iteration 20F: 3 clusters Score -6373437 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -6373523.000000 Penalty: 5360.822754
	Iteration 21Q: 3 clusters Score -6373523 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6373606.000000 Penalty: 5360.822754
	Iteration 22Q: 3 clusters Score -6373606 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6373727.500000 Penalty: 5360.822754
	Iteration 23Q: 3 clusters Score -6373728 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6373825.500000 Penalty: 5360.822754
	Iteration 24Q: 3 clusters Score -6373826 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6373916.000000 Penalty: 5360.822754
	Iteration 25Q: 3 clusters Score -6373916 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -6373974.000000 Penalty: 5360.822754
	Iteration 26Q: 3 clusters Score -6373974 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -6374047.000000 Penalty: 5360.822754
	Iteration 27Q: 3 clusters Score -6374047 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -6374115.500000 Penalty: 5360.822754
	Iteration 28Q: 3 clusters Score -6374116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -6374181.500000 Penalty: 5360.822754
	Iteration 29Q: 3 clusters Score -6374182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -6374242.500000 Penalty: 5360.822754
	Iteration 30Q: 3 clusters Score -6374242 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -6374287.500000 Penalty: 5360.822754
	Iteration 31Q: 3 clusters Score -6374288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6374353.500000 Penalty: 5360.822754
	Iteration 32Q: 3 clusters Score -6374354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -6374362.500000 Penalty: 5360.822754
	Iteration 33Q: 3 clusters Score -6374362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -6374422.500000 Penalty: 5360.822754
	Iteration 34Q: 3 clusters Score -6374422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6374445.500000 Penalty: 5360.822754
	Iteration 35Q: 3 clusters Score -6374446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -6374468.000000 Penalty: 5360.822754
	Iteration 36Q: 3 clusters Score -6374468 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -6374487.000000 Penalty: 5360.822754
	Iteration 37Q: 3 clusters Score -6374487 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6374495.500000 Penalty: 5360.822754
	Iteration 38Q: 3 clusters Score -6374496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -6374509.000000 Penalty: 5360.822754
	Iteration 39Q: 3 clusters Score -6374509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6374511.000000 Penalty: 5360.822754
	Iteration 40F: 3 clusters Score -6374511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6374529.000000 Penalty: 5360.822754
	Iteration 41Q: 3 clusters Score -6374529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6374551.000000 Penalty: 5360.822754
	Iteration 42Q: 3 clusters Score -6374551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6374569.500000 Penalty: 5360.822754
	Iteration 43Q: 3 clusters Score -6374570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6374594.000000 Penalty: 5360.822754
	Iteration 44Q: 3 clusters Score -6374594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -6374627.500000 Penalty: 5360.822754
	Iteration 45Q: 3 clusters Score -6374628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -6374659.000000 Penalty: 5360.822754
	Iteration 46Q: 3 clusters Score -6374659 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6374669.000000 Penalty: 5360.822754
	Iteration 47Q: 3 clusters Score -6374669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6374689.500000 Penalty: 5360.822754
	Iteration 48Q: 3 clusters Score -6374690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6374692.000000 Penalty: 5360.822754
	Iteration 49Q: 3 clusters Score -6374692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6374709.500000 Penalty: 5360.822754
	Iteration 50Q: 3 clusters Score -6374710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6374725.000000 Penalty: 5360.822754
	Iteration 51Q: 3 clusters Score -6374725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6374745.000000 Penalty: 5360.822754
	Iteration 52Q: 3 clusters Score -6374745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6374761.000000 Penalty: 5360.822754
	Iteration 53Q: 3 clusters Score -6374761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6374774.000000 Penalty: 5360.822754
	Iteration 54Q: 3 clusters Score -6374774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6374792.000000 Penalty: 5360.822754
	Iteration 55Q: 3 clusters Score -6374792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6374799.000000 Penalty: 5360.822754
	Iteration 56Q: 3 clusters Score -6374799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6374810.000000 Penalty: 5360.822754
	Iteration 57Q: 3 clusters Score -6374810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6374851.000000 Penalty: 5360.822754
	Iteration 58Q: 3 clusters Score -6374851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6374849.000000 Penalty: 5360.822754
	Iteration 59Q: 3 clusters Score -6374849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -6374873.500000 Penalty: 5360.822754
	Iteration 60F: 3 clusters Score -6374874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6374884.000000 Penalty: 5360.822754
	Iteration 61Q: 3 clusters Score -6374884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6374887.000000 Penalty: 5360.822754
	Iteration 62Q: 3 clusters Score -6374887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6374903.000000 Penalty: 5360.822754
	Iteration 63Q: 3 clusters Score -6374903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6374918.000000 Penalty: 5360.822754
	Iteration 64Q: 3 clusters Score -6374918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6374918.500000 Penalty: 5360.822754
	Iteration 65Q: 3 clusters Score -6374918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6374913.500000 Penalty: 5360.822754
	Iteration 66Q: 3 clusters Score -6374914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6374930.000000 Penalty: 5360.822754
	Iteration 67Q: 3 clusters Score -6374930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6374933.500000 Penalty: 5360.822754
	Iteration 68Q: 3 clusters Score -6374934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6374932.000000 Penalty: 5360.822754
	Iteration 69Q: 3 clusters Score -6374932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6374938.500000 Penalty: 5360.822754
	Iteration 70Q: 3 clusters Score -6374938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6374939.500000 Penalty: 5360.822754
	Iteration 71Q: 3 clusters Score -6374940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6374957.000000 Penalty: 5360.822754
	Iteration 72Q: 3 clusters Score -6374957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6374956.500000 Penalty: 5360.822754
	Iteration 73Q: 3 clusters Score -6374956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6374955.500000 Penalty: 5360.822754
	Iteration 74Q: 3 clusters Score -6374956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6374955.500000 Penalty: 5360.822754
	Iteration 75Q: 3 clusters Score -6374956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6374958.000000 Penalty: 5360.822754
	Iteration 76Q: 3 clusters Score -6374958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6374964.000000 Penalty: 5360.822754
	Iteration 77Q: 3 clusters Score -6374964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6374973.500000 Penalty: 5360.822754
	Iteration 78Q: 3 clusters Score -6374974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6374974.000000 Penalty: 5360.822754
	Iteration 79Q: 3 clusters Score -6374974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6374974.500000 Penalty: 5360.822754
	Iteration 80F: 3 clusters Score -6374974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6374974.000000 Penalty: 5360.822754
	Iteration 81Q: 3 clusters Score -6374974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6374975.000000 Penalty: 5360.822754
	Iteration 82Q: 3 clusters Score -6374975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6374971.500000 Penalty: 5360.822754
	Iteration 83Q: 3 clusters Score -6374972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6374976.000000 Penalty: 5360.822754
	Iteration 84Q: 3 clusters Score -6374976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6374964.500000 Penalty: 5360.822754
	Iteration 85Q: 3 clusters Score -6374964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6374975.500000 Penalty: 5360.822754
	Iteration 86Q: 3 clusters Score -6374976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6374976.000000 Penalty: 5360.822754
	Iteration 87Q: 3 clusters Score -6374976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6374984.000000 Penalty: 5360.822754
	Iteration 88Q: 3 clusters Score -6374984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6374988.500000 Penalty: 5360.822754
	Iteration 89Q: 3 clusters Score -6374988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6374979.500000 Penalty: 5360.822754
	Iteration 90Q: 3 clusters Score -6374980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6374991.500000 Penalty: 5360.822754
	Iteration 91Q: 3 clusters Score -6374992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6374993.500000 Penalty: 5360.822754
	Iteration 92Q: 3 clusters Score -6374994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6375000.500000 Penalty: 5360.822754
	Iteration 93Q: 3 clusters Score -6375000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6374996.500000 Penalty: 5360.822754
	Iteration 94Q: 3 clusters Score -6374996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6375003.000000 Penalty: 5360.822754
	Iteration 95Q: 3 clusters Score -6375003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6375007.500000 Penalty: 5360.822754
	Iteration 96Q: 3 clusters Score -6375008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6375008.500000 Penalty: 5360.822754
	Iteration 97Q: 3 clusters Score -6375008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6375000.000000 Penalty: 5360.822754
	Iteration 98Q: 3 clusters Score -6375000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6375001.500000 Penalty: 5360.822754
	Iteration 99Q: 3 clusters Score -6375002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6375002.000000 Penalty: 5360.822754
	Iteration 100F: 3 clusters Score -6375002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6375007.500000 Penalty: 5360.822754
	Iteration 101Q: 3 clusters Score -6375008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6375006.500000 Penalty: 5360.822754
	Iteration 102Q: 3 clusters Score -6375006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6375006.000000 Penalty: 5360.822754
	Iteration 103Q: 3 clusters Score -6375006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6375006.000000 Penalty: 5360.822754
	Iteration 104F: 3 clusters Score -6375006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Entering Unmasked Estep 
Score: -7240093.000000 Penalty: 2712.104736
	Iteration 0F: 2 clusters Score -7240093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7202286.000000 Penalty: 5424.209473
	Iteration 0F: 3 clusters Score -7202286 nChanged 25990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7216801.500000 Penalty: 5424.209473
	Iteration 1F: 3 clusters Score -7216802 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -7217480.000000 Penalty: 5424.209473
	Iteration 2Q: 3 clusters Score -7217480 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -7218154.000000 Penalty: 5424.209473
	Iteration 3Q: 3 clusters Score -7218154 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -7219025.500000 Penalty: 5424.209473
	Iteration 4Q: 3 clusters Score -7219026 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -7220125.000000 Penalty: 5424.209473
	Iteration 5Q: 3 clusters Score -7220125 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7221780.000000 Penalty: 5424.209473
	Iteration 6F: 3 clusters Score -7221780 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -7224358.500000 Penalty: 5424.209473
	Iteration 7F: 3 clusters Score -7224358 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -7227657.000000 Penalty: 5424.209473
	Iteration 8F: 3 clusters Score -7227657 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -7231172.500000 Penalty: 5424.209473
	Iteration 9F: 3 clusters Score -7231172 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -7234000.500000 Penalty: 5424.209473
	Iteration 10F: 3 clusters Score -7234000 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -7235763.500000 Penalty: 5424.209473
	Iteration 11Q: 3 clusters Score -7235764 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -7236702.000000 Penalty: 5424.209473
	Iteration 12Q: 3 clusters Score -7236702 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -7237211.500000 Penalty: 5424.209473
	Iteration 13Q: 3 clusters Score -7237212 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -7237487.000000 Penalty: 5424.209473
	Iteration 14Q: 3 clusters Score -7237487 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -7237646.500000 Penalty: 5424.209473
	Iteration 15Q: 3 clusters Score -7237646 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -7237743.500000 Penalty: 5424.209473
	Iteration 16Q: 3 clusters Score -7237744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7237789.000000 Penalty: 5424.209473
	Iteration 17Q: 3 clusters Score -7237789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -7237838.000000 Penalty: 5424.209473
	Iteration 18Q: 3 clusters Score -7237838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -7237880.500000 Penalty: 5424.209473
	Iteration 19Q: 3 clusters Score -7237880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -7237934.000000 Penalty: 5424.209473
	Iteration 20F: 3 clusters Score -7237934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -7237973.500000 Penalty: 5424.209473
	Iteration 21Q: 3 clusters Score -7237974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -7238009.000000 Penalty: 5424.209473
	Iteration 22Q: 3 clusters Score -7238009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -7238030.500000 Penalty: 5424.209473
	Iteration 23Q: 3 clusters Score -7238030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7238036.000000 Penalty: 5424.209473
	Iteration 24Q: 3 clusters Score -7238036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7238051.500000 Penalty: 5424.209473
	Iteration 25Q: 3 clusters Score -7238052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -7238050.500000 Penalty: 5424.209473
	Iteration 26Q: 3 clusters Score -7238050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7238053.000000 Penalty: 5424.209473
	Iteration 27Q: 3 clusters Score -7238053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7238057.500000 Penalty: 5424.209473
	Iteration 28Q: 3 clusters Score -7238058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -7238060.500000 Penalty: 5424.209473
	Iteration 29Q: 3 clusters Score -7238060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7238055.000000 Penalty: 5424.209473
	Iteration 30Q: 3 clusters Score -7238055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -7238062.000000 Penalty: 5424.209473
	Iteration 31Q: 3 clusters Score -7238062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -7238056.500000 Penalty: 5424.209473
	Iteration 32Q: 3 clusters Score -7238056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -7238067.000000 Penalty: 5424.209473
	Iteration 33Q: 3 clusters Score -7238067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7238068.000000 Penalty: 5424.209473
	Iteration 34Q: 3 clusters Score -7238068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -7238069.500000 Penalty: 5424.209473
	Iteration 35Q: 3 clusters Score -7238070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -7238068.000000 Penalty: 5424.209473
	Iteration 36Q: 3 clusters Score -7238068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -7238069.000000 Penalty: 5424.209473
	Iteration 37Q: 3 clusters Score -7238069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -7238069.000000 Penalty: 5424.209473
	Iteration 38F: 3 clusters Score -7238069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Entering Unmasked Estep 
Score: -4672003.500000 Penalty: 2605.474121
	Iteration 0F: 2 clusters Score -4672004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4647114.500000 Penalty: 5210.948242
	Iteration 0F: 3 clusters Score -4647114 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -4656213.500000 Penalty: 5210.948242
	Iteration 1F: 3 clusters Score -4656214 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4656601.500000 Penalty: 5210.948242
	Iteration 2Q: 3 clusters Score -4656602 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4656968.000000 Penalty: 5210.948242
	Iteration 3Q: 3 clusters Score -4656968 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4657200.000000 Penalty: 5210.948242
	Iteration 4Q: 3 clusters Score -4657200 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4657401.000000 Penalty: 5210.948242
	Iteration 5Q: 3 clusters Score -4657401 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4657587.000000 Penalty: 5210.948242
	Iteration 6Q: 3 clusters Score -4657587 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4657729.500000 Penalty: 5210.948242
	Iteration 7Q: 3 clusters Score -4657730 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4657837.500000 Penalty: 5210.948242
	Iteration 8Q: 3 clusters Score -4657838 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4657958.500000 Penalty: 5210.948242
	Iteration 9Q: 3 clusters Score -4657958 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -4658079.500000 Penalty: 5210.948242
	Iteration 10Q: 3 clusters Score -4658080 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4658197.000000 Penalty: 5210.948242
	Iteration 11Q: 3 clusters Score -4658197 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4658268.000000 Penalty: 5210.948242
	Iteration 12Q: 3 clusters Score -4658268 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4658359.000000 Penalty: 5210.948242
	Iteration 13Q: 3 clusters Score -4658359 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4658478.000000 Penalty: 5210.948242
	Iteration 14Q: 3 clusters Score -4658478 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4658639.500000 Penalty: 5210.948242
	Iteration 15Q: 3 clusters Score -4658640 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4658805.000000 Penalty: 5210.948242
	Iteration 16Q: 3 clusters Score -4658805 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4659070.500000 Penalty: 5210.948242
	Iteration 17Q: 3 clusters Score -4659070 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -4659428.500000 Penalty: 5210.948242
	Iteration 18Q: 3 clusters Score -4659428 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4659923.500000 Penalty: 5210.948242
	Iteration 19Q: 3 clusters Score -4659924 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4660740.000000 Penalty: 5210.948242
	Iteration 20F: 3 clusters Score -4660740 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4661945.000000 Penalty: 5210.948242
	Iteration 21F: 3 clusters Score -4661945 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -4663476.000000 Penalty: 5210.948242
	Iteration 22F: 3 clusters Score -4663476 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4665229.000000 Penalty: 5210.948242
	Iteration 23F: 3 clusters Score -4665229 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4666873.500000 Penalty: 5210.948242
	Iteration 24F: 3 clusters Score -4666874 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4668083.000000 Penalty: 5210.948242
	Iteration 25Q: 3 clusters Score -4668083 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4668840.000000 Penalty: 5210.948242
	Iteration 26Q: 3 clusters Score -4668840 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4669261.000000 Penalty: 5210.948242
	Iteration 27Q: 3 clusters Score -4669261 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4669451.500000 Penalty: 5210.948242
	Iteration 28Q: 3 clusters Score -4669452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4669557.500000 Penalty: 5210.948242
	Iteration 29Q: 3 clusters Score -4669558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4669633.000000 Penalty: 5210.948242
	Iteration 30Q: 3 clusters Score -4669633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4669692.000000 Penalty: 5210.948242
	Iteration 31Q: 3 clusters Score -4669692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4669727.000000 Penalty: 5210.948242
	Iteration 32Q: 3 clusters Score -4669727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4669739.500000 Penalty: 5210.948242
	Iteration 33Q: 3 clusters Score -4669740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4669754.000000 Penalty: 5210.948242
	Iteration 34Q: 3 clusters Score -4669754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4669761.000000 Penalty: 5210.948242
	Iteration 35Q: 3 clusters Score -4669761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4669763.000000 Penalty: 5210.948242
	Iteration 36Q: 3 clusters Score -4669763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4669768.500000 Penalty: 5210.948242
	Iteration 37Q: 3 clusters Score -4669768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4669774.000000 Penalty: 5210.948242
	Iteration 38Q: 3 clusters Score -4669774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4669774.000000 Penalty: 5210.948242
	Iteration 39Q: 3 clusters Score -4669774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4669777.000000 Penalty: 5210.948242
	Iteration 40F: 3 clusters Score -4669777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4669777.500000 Penalty: 5210.948242
	Iteration 41Q: 3 clusters Score -4669778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4669781.000000 Penalty: 5210.948242
	Iteration 42Q: 3 clusters Score -4669781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4669793.000000 Penalty: 5210.948242
	Iteration 43Q: 3 clusters Score -4669793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4669790.000000 Penalty: 5210.948242
	Iteration 44Q: 3 clusters Score -4669790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4669791.500000 Penalty: 5210.948242
	Iteration 45Q: 3 clusters Score -4669792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4669790.000000 Penalty: 5210.948242
	Iteration 46Q: 3 clusters Score -4669790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4669790.000000 Penalty: 5210.948242
	Iteration 47F: 3 clusters Score -4669790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216200 members 
Entering Unmasked Estep 
Score: -27774782.000000 Penalty: 3046.421875
	Iteration 0F: 2 clusters Score -2.777478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -27637818.000000 Penalty: 6092.843750
	Iteration 0F: 3 clusters Score -2.763782e+07 nChanged 104404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -27699112.000000 Penalty: 6092.843750
	Iteration 1F: 3 clusters Score -2.769911e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -27700434.000000 Penalty: 6092.843750
	Iteration 2Q: 3 clusters Score -2.770043e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121449 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -27702078.000000 Penalty: 6092.843750
	Iteration 3Q: 3 clusters Score -2.770208e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129252 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -27705424.000000 Penalty: 6092.843750
	Iteration 4Q: 3 clusters Score -2.770542e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141036 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -27711680.000000 Penalty: 6092.843750
	Iteration 5F: 3 clusters Score -2.771168e+07 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -27723304.000000 Penalty: 6092.843750
	Iteration 6F: 3 clusters Score -2.77233e+07 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177118 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -27740762.000000 Penalty: 6092.843750
	Iteration 7F: 3 clusters Score -2.774076e+07 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196206 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -27757340.000000 Penalty: 6092.843750
	Iteration 8F: 3 clusters Score -2.775734e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208648 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -27766900.000000 Penalty: 6092.843750
	Iteration 9F: 3 clusters Score -2.77669e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213794 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -27770632.000000 Penalty: 6092.843750
	Iteration 10Q: 3 clusters Score -2.777063e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215310 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -27771648.000000 Penalty: 6092.843750
	Iteration 11Q: 3 clusters Score -2.777165e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215690 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -27771930.000000 Penalty: 6092.843750
	Iteration 12Q: 3 clusters Score -2.777193e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215789 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27772086.000000 Penalty: 6092.843750
	Iteration 13Q: 3 clusters Score -2.777209e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215827 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -27772126.000000 Penalty: 6092.843750
	Iteration 14Q: 3 clusters Score -2.777213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215840 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27772160.000000 Penalty: 6092.843750
	Iteration 15Q: 3 clusters Score -2.777216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215859 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27772184.000000 Penalty: 6092.843750
	Iteration 16Q: 3 clusters Score -2.777218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215870 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27772202.000000 Penalty: 6092.843750
	Iteration 17Q: 3 clusters Score -2.77722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215878 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27772214.000000 Penalty: 6092.843750
	Iteration 18Q: 3 clusters Score -2.777221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215883 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27772212.000000 Penalty: 6092.843750
	Iteration 19Q: 3 clusters Score -2.777221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215886 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27772216.000000 Penalty: 6092.843750
	Iteration 20F: 3 clusters Score -2.777222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215886 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27772212.000000 Penalty: 6092.843750
	Iteration 21Q: 3 clusters Score -2.777221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215885 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -27772210.000000 Penalty: 6092.843750
	Iteration 22Q: 3 clusters Score -2.777221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215884 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27772218.000000 Penalty: 6092.843750
	Iteration 23Q: 3 clusters Score -2.777222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215887 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27772218.000000 Penalty: 6092.843750
	Iteration 24Q: 3 clusters Score -2.777222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215886 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27772238.000000 Penalty: 6092.843750
	Iteration 25Q: 3 clusters Score -2.777224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215887 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27772238.000000 Penalty: 6092.843750
	Iteration 26Q: 3 clusters Score -2.777224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27772232.000000 Penalty: 6092.843750
	Iteration 27Q: 3 clusters Score -2.777223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215888 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27772232.000000 Penalty: 6092.843750
	Iteration 28F: 3 clusters Score -2.777223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -455057.375000 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -455057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -451263.656250 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -451263.7 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -452095.500000 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -452095.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -452295.750000 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -452295.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -452422.750000 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -452422.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -452504.343750 Penalty: 4080.247803
	Iteration 4Q: 3 clusters Score -452504.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -452582.406250 Penalty: 4080.247803
	Iteration 5Q: 3 clusters Score -452582.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -452645.718750 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -452645.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -452695.437500 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -452695.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -452745.406250 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -452745.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -452782.937500 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -452782.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -452811.437500 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -452811.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452831.875000 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -452831.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -452852.125000 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -452852.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -452873.750000 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -452873.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -452890.937500 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -452890.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -452907.625000 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -452907.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -452923.187500 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -452923.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -452936.906250 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -452936.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -452957.468750 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -452957.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -452981.156250 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -452981.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -453006.937500 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -453006.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -453024.281250 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -453024.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -453038.500000 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -453038.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -453053.312500 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -453053.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -453072.781250 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -453072.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -453086.093750 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -453086.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -453096.312500 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -453096.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -453109.718750 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -453109.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -453122.406250 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -453122.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -453132.312500 Penalty: 4080.247803
	Iteration 29Q: 3 clusters Score -453132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -453140.625000 Penalty: 4080.247803
	Iteration 30Q: 3 clusters Score -453140.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -453147.843750 Penalty: 4080.247803
	Iteration 31Q: 3 clusters Score -453147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -453153.875000 Penalty: 4080.247803
	Iteration 32Q: 3 clusters Score -453153.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -453161.843750 Penalty: 4080.247803
	Iteration 33Q: 3 clusters Score -453161.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -453170.656250 Penalty: 4080.247803
	Iteration 34Q: 3 clusters Score -453170.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -453181.875000 Penalty: 4080.247803
	Iteration 35Q: 3 clusters Score -453181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -453195.343750 Penalty: 4080.247803
	Iteration 36Q: 3 clusters Score -453195.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -453209.093750 Penalty: 4080.247803
	Iteration 37Q: 3 clusters Score -453209.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -453234.062500 Penalty: 4080.247803
	Iteration 38Q: 3 clusters Score -453234.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -453258.656250 Penalty: 4080.247803
	Iteration 39Q: 3 clusters Score -453258.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -453280.343750 Penalty: 4080.247803
	Iteration 40F: 3 clusters Score -453280.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -453291.343750 Penalty: 4080.247803
	Iteration 41Q: 3 clusters Score -453291.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -453299.312500 Penalty: 4080.247803
	Iteration 42Q: 3 clusters Score -453299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -453307.968750 Penalty: 4080.247803
	Iteration 43Q: 3 clusters Score -453308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -453322.937500 Penalty: 4080.247803
	Iteration 44Q: 3 clusters Score -453322.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -453339.406250 Penalty: 4080.247803
	Iteration 45Q: 3 clusters Score -453339.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -453355.187500 Penalty: 4080.247803
	Iteration 46Q: 3 clusters Score -453355.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -453371.843750 Penalty: 4080.247803
	Iteration 47Q: 3 clusters Score -453371.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -453384.093750 Penalty: 4080.247803
	Iteration 48Q: 3 clusters Score -453384.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -453395.843750 Penalty: 4080.247803
	Iteration 49Q: 3 clusters Score -453395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -453406.875000 Penalty: 4080.247803
	Iteration 50Q: 3 clusters Score -453406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -453416.593750 Penalty: 4080.247803
	Iteration 51Q: 3 clusters Score -453416.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -453428.906250 Penalty: 4080.247803
	Iteration 52Q: 3 clusters Score -453428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -453438.187500 Penalty: 4080.247803
	Iteration 53Q: 3 clusters Score -453438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -453445.406250 Penalty: 4080.247803
	Iteration 54Q: 3 clusters Score -453445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -453452.281250 Penalty: 4080.247803
	Iteration 55Q: 3 clusters Score -453452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -453458.062500 Penalty: 4080.247803
	Iteration 56Q: 3 clusters Score -453458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -453459.968750 Penalty: 4080.247803
	Iteration 57Q: 3 clusters Score -453460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -453462.281250 Penalty: 4080.247803
	Iteration 58Q: 3 clusters Score -453462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -453464.718750 Penalty: 4080.247803
	Iteration 59Q: 3 clusters Score -453464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -453465.968750 Penalty: 4080.247803
	Iteration 60F: 3 clusters Score -453466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -453469.281250 Penalty: 4080.247803
	Iteration 61Q: 3 clusters Score -453469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -453470.000000 Penalty: 4080.247803
	Iteration 62Q: 3 clusters Score -453470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -453470.843750 Penalty: 4080.247803
	Iteration 63Q: 3 clusters Score -453470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -453470.843750 Penalty: 4080.247803
	Iteration 64F: 3 clusters Score -453470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75610.632812 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75610.63 nChanged 166
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: -75929.570312 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75929.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76056.539062 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -76056.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76167.585938 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -76167.59 nChanged 37
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: -76263.328125 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -76263.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76307.765625 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76307.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76342.148438 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76342.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76354.562500 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76354.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76364.476562 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76364.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76367.195312 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76374.070312 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76374.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76415.304688 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76464.898438 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -76464.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76546.140625 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -76546.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76692.351562 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -76692.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76781.328125 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -76781.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76833.000000 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -76833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76851.062500 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -76851.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76856.820312 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -76856.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76863.007812 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -76863.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76863.007812 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -76863.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 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 275 members 
Entering Unmasked Estep 
Score: -55787.460938 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55787.46 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56092.886719 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56092.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56266.382812 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56266.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56326.339844 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56326.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56372.339844 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56372.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56401.957031 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56401.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56419.222656 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56419.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56438.695312 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56444.023438 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56444.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56456.351562 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56456.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56458.625000 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56458.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56458.625000 Penalty: 3131.519775
	Iteration 11F: 3 clusters Score -56458.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8983.112305 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -8983.112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9004.420898 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -9004.421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9004.420898 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -9004.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80189.679688 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80189.68 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80558.328125 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80558.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80766.445312 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80766.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80979.390625 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -80979.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81176.226562 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -81176.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81546.898438 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -81546.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82132.046875 Penalty: 3292.729736
	Iteration 6F: 3 clusters Score -82132.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82313.445312 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -82313.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82345.828125 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -82345.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82364.914062 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -82364.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82384.570312 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -82384.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82392.078125 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -82392.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82402.601562 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -82402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82422.812500 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -82422.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82448.820312 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -82448.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82498.882812 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -82498.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82560.640625 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -82560.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82601.898438 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -82601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82602.859375 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -82602.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82602.859375 Penalty: 3292.729736
	Iteration 19F: 3 clusters Score -82602.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184191 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173021 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174316 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216200 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 20 contains 301 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683728.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684928.000000 to -149683728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67002.140625 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67002.14 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67241.445312 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67241.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67334.117188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67334.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67434.390625 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67434.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67545.492188 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67545.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67628.046875 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67628.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67689.835938 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67689.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67771.648438 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67771.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67858.492188 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -67858.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67891.171875 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -67891.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67914.820312 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -67914.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67939.195312 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -67939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67964.867188 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -67964.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68005.140625 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -68005.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68038.078125 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -68038.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68052.414062 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -68052.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68053.953125 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -68053.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68053.953125 Penalty: 3192.330566
	Iteration 17F: 3 clusters Score -68053.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184191 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173021 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174316 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216200 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 62449.558594
Iteration 479Q: 19 clusters Score -1.496849e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173021 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49420 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684880.000000 Penalty: 62449.558594
Iteration 480F: 19 clusters Score -1.496849e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 481Q: 19 clusters Score -1.496849e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684944.000000 Penalty: 62449.558594
Iteration 482F: 19 clusters Score -1.496849e+08 nChanged 0
Entering ConstructFrom: 
Score: -149684944.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (184190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Entering Unmasked Estep 
Score: -23583858.000000 Penalty: 3006.683350
	Iteration 0F: 2 clusters Score -2.358386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -23463532.000000 Penalty: 6013.366699
	Iteration 0F: 3 clusters Score -2.346353e+07 nChanged 88241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -23515342.000000 Penalty: 6013.366699
	Iteration 1F: 3 clusters Score -2.351534e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -23517076.000000 Penalty: 6013.366699
	Iteration 2Q: 3 clusters Score -2.351708e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -23519998.000000 Penalty: 6013.366699
	Iteration 3Q: 3 clusters Score -2.352e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -23525266.000000 Penalty: 6013.366699
	Iteration 4F: 3 clusters Score -2.352527e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -23533156.000000 Penalty: 6013.366699
	Iteration 5F: 3 clusters Score -2.353316e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -23544394.000000 Penalty: 6013.366699
	Iteration 6F: 3 clusters Score -2.354439e+07 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129658 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -23557936.000000 Penalty: 6013.366699
	Iteration 7F: 3 clusters Score -2.355794e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137439 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -23569356.000000 Penalty: 6013.366699
	Iteration 8F: 3 clusters Score -2.356936e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142079 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -23575184.000000 Penalty: 6013.366699
	Iteration 9Q: 3 clusters Score -2.357518e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -23577354.000000 Penalty: 6013.366699
	Iteration 10Q: 3 clusters Score -2.357735e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -23578606.000000 Penalty: 6013.366699
	Iteration 11Q: 3 clusters Score -2.357861e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -23579478.000000 Penalty: 6013.366699
	Iteration 12Q: 3 clusters Score -2.357948e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151698 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -23580296.000000 Penalty: 6013.366699
	Iteration 13Q: 3 clusters Score -2.35803e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -23580804.000000 Penalty: 6013.366699
	Iteration 14Q: 3 clusters Score -2.35808e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -23581198.000000 Penalty: 6013.366699
	Iteration 15Q: 3 clusters Score -2.35812e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -23581588.000000 Penalty: 6013.366699
	Iteration 16Q: 3 clusters Score -2.358159e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -23581910.000000 Penalty: 6013.366699
	Iteration 17Q: 3 clusters Score -2.358191e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -23582218.000000 Penalty: 6013.366699
	Iteration 18Q: 3 clusters Score -2.358222e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -23582618.000000 Penalty: 6013.366699
	Iteration 19Q: 3 clusters Score -2.358262e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162852 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -23582900.000000 Penalty: 6013.366699
	Iteration 20F: 3 clusters Score -2.35829e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164119 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -23583072.000000 Penalty: 6013.366699
	Iteration 21Q: 3 clusters Score -2.358307e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -23583328.000000 Penalty: 6013.366699
	Iteration 22Q: 3 clusters Score -2.358333e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166460 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -23583508.000000 Penalty: 6013.366699
	Iteration 23Q: 3 clusters Score -2.358351e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -23583706.000000 Penalty: 6013.366699
	Iteration 24Q: 3 clusters Score -2.358371e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -23583696.000000 Penalty: 6013.366699
	Iteration 25Q: 3 clusters Score -2.35837e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -23583840.000000 Penalty: 6013.366699
	Iteration 26Q: 3 clusters Score -2.358384e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -23583940.000000 Penalty: 6013.366699
	Iteration 27Q: 3 clusters Score -2.358394e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -23584036.000000 Penalty: 6013.366699
	Iteration 28Q: 3 clusters Score -2.358404e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -23584142.000000 Penalty: 6013.366699
	Iteration 29Q: 3 clusters Score -2.358414e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172506 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -23584128.000000 Penalty: 6013.366699
	Iteration 30Q: 3 clusters Score -2.358413e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -23584142.000000 Penalty: 6013.366699
	Iteration 31Q: 3 clusters Score -2.358414e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173550 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -23584158.000000 Penalty: 6013.366699
	Iteration 32Q: 3 clusters Score -2.358416e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174001 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -23584138.000000 Penalty: 6013.366699
	Iteration 33Q: 3 clusters Score -2.358414e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -23584258.000000 Penalty: 6013.366699
	Iteration 34Q: 3 clusters Score -2.358426e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -23584346.000000 Penalty: 6013.366699
	Iteration 35Q: 3 clusters Score -2.358435e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -23584398.000000 Penalty: 6013.366699
	Iteration 36Q: 3 clusters Score -2.35844e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175555 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -23584398.000000 Penalty: 6013.366699
	Iteration 37Q: 3 clusters Score -2.35844e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175867 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -23584374.000000 Penalty: 6013.366699
	Iteration 38Q: 3 clusters Score -2.358437e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176158 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -23584366.000000 Penalty: 6013.366699
	Iteration 39Q: 3 clusters Score -2.358437e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176425 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -23584342.000000 Penalty: 6013.366699
	Iteration 40F: 3 clusters Score -2.358434e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176654 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -23584368.000000 Penalty: 6013.366699
	Iteration 41Q: 3 clusters Score -2.358437e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176856 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -23584416.000000 Penalty: 6013.366699
	Iteration 42Q: 3 clusters Score -2.358442e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -23584436.000000 Penalty: 6013.366699
	Iteration 43Q: 3 clusters Score -2.358444e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177238 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -23584458.000000 Penalty: 6013.366699
	Iteration 44Q: 3 clusters Score -2.358446e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177399 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -23584456.000000 Penalty: 6013.366699
	Iteration 45Q: 3 clusters Score -2.358446e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -23584434.000000 Penalty: 6013.366699
	Iteration 46Q: 3 clusters Score -2.358443e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177670 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -23584462.000000 Penalty: 6013.366699
	Iteration 47Q: 3 clusters Score -2.358446e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177783 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -23584476.000000 Penalty: 6013.366699
	Iteration 48Q: 3 clusters Score -2.358448e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -23584480.000000 Penalty: 6013.366699
	Iteration 49Q: 3 clusters Score -2.358448e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177967 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -23584476.000000 Penalty: 6013.366699
	Iteration 50Q: 3 clusters Score -2.358448e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178050 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -23584500.000000 Penalty: 6013.366699
	Iteration 51Q: 3 clusters Score -2.35845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178127 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -23584482.000000 Penalty: 6013.366699
	Iteration 52Q: 3 clusters Score -2.358448e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -23584502.000000 Penalty: 6013.366699
	Iteration 53Q: 3 clusters Score -2.35845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178262 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -23584494.000000 Penalty: 6013.366699
	Iteration 54Q: 3 clusters Score -2.358449e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178325 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -23584486.000000 Penalty: 6013.366699
	Iteration 55Q: 3 clusters Score -2.358449e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -23584478.000000 Penalty: 6013.366699
	Iteration 56Q: 3 clusters Score -2.358448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178456 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -23584490.000000 Penalty: 6013.366699
	Iteration 57Q: 3 clusters Score -2.358449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -23584488.000000 Penalty: 6013.366699
	Iteration 58Q: 3 clusters Score -2.358449e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178560 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -23584480.000000 Penalty: 6013.366699
	Iteration 59Q: 3 clusters Score -2.358448e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178606 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -23584490.000000 Penalty: 6013.366699
	Iteration 60F: 3 clusters Score -2.358449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178647 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -23584482.000000 Penalty: 6013.366699
	Iteration 61Q: 3 clusters Score -2.358448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -23584486.000000 Penalty: 6013.366699
	Iteration 62Q: 3 clusters Score -2.358449e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178725 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -23584474.000000 Penalty: 6013.366699
	Iteration 63Q: 3 clusters Score -2.358447e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -23584452.000000 Penalty: 6013.366699
	Iteration 64Q: 3 clusters Score -2.358445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178785 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -23584448.000000 Penalty: 6013.366699
	Iteration 65Q: 3 clusters Score -2.358445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178818 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -23584432.000000 Penalty: 6013.366699
	Iteration 66Q: 3 clusters Score -2.358443e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178848 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -23584448.000000 Penalty: 6013.366699
	Iteration 67Q: 3 clusters Score -2.358445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -23584454.000000 Penalty: 6013.366699
	Iteration 68Q: 3 clusters Score -2.358445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178891 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -23584474.000000 Penalty: 6013.366699
	Iteration 69Q: 3 clusters Score -2.358447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178914 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -23584468.000000 Penalty: 6013.366699
	Iteration 70Q: 3 clusters Score -2.358447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -23584458.000000 Penalty: 6013.366699
	Iteration 71Q: 3 clusters Score -2.358446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178948 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -23584456.000000 Penalty: 6013.366699
	Iteration 72Q: 3 clusters Score -2.358446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178960 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -23584460.000000 Penalty: 6013.366699
	Iteration 73Q: 3 clusters Score -2.358446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178974 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -23584472.000000 Penalty: 6013.366699
	Iteration 74Q: 3 clusters Score -2.358447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178989 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -23584478.000000 Penalty: 6013.366699
	Iteration 75Q: 3 clusters Score -2.358448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179004 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -23584476.000000 Penalty: 6013.366699
	Iteration 76Q: 3 clusters Score -2.358448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179017 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -23584462.000000 Penalty: 6013.366699
	Iteration 77Q: 3 clusters Score -2.358446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179027 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -23584482.000000 Penalty: 6013.366699
	Iteration 78Q: 3 clusters Score -2.358448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179037 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -23584470.000000 Penalty: 6013.366699
	Iteration 79Q: 3 clusters Score -2.358447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -23584468.000000 Penalty: 6013.366699
	Iteration 80F: 3 clusters Score -2.358447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -23584464.000000 Penalty: 6013.366699
	Iteration 81Q: 3 clusters Score -2.358446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -23584452.000000 Penalty: 6013.366699
	Iteration 82Q: 3 clusters Score -2.358445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179095 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -23584466.000000 Penalty: 6013.366699
	Iteration 83Q: 3 clusters Score -2.358447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179106 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -23584472.000000 Penalty: 6013.366699
	Iteration 84Q: 3 clusters Score -2.358447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179113 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -23584458.000000 Penalty: 6013.366699
	Iteration 85Q: 3 clusters Score -2.358446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179117 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -23584456.000000 Penalty: 6013.366699
	Iteration 86Q: 3 clusters Score -2.358446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179125 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -23584464.000000 Penalty: 6013.366699
	Iteration 87Q: 3 clusters Score -2.358446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179133 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -23584444.000000 Penalty: 6013.366699
	Iteration 88Q: 3 clusters Score -2.358444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179137 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -23584458.000000 Penalty: 6013.366699
	Iteration 89Q: 3 clusters Score -2.358446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179140 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -23584464.000000 Penalty: 6013.366699
	Iteration 90Q: 3 clusters Score -2.358446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -23584458.000000 Penalty: 6013.366699
	Iteration 91Q: 3 clusters Score -2.358446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -23584450.000000 Penalty: 6013.366699
	Iteration 92Q: 3 clusters Score -2.358445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -23584444.000000 Penalty: 6013.366699
	Iteration 93Q: 3 clusters Score -2.358444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -23584444.000000 Penalty: 6013.366699
	Iteration 94F: 3 clusters Score -2.358444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 5044 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149684544.000000 Penalty: 65918.976562
Splitting cluster 1 changes total score from -149684944.000000 to -149684544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -545240.875000 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -545240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -541144.687500 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -541144.7 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -542093.125000 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -542093.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -542269.875000 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -542269.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -542356.062500 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -542356.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -542413.187500 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -542413.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -542472.375000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -542472.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -542513.750000 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -542513.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -542547.937500 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -542547.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -542578.625000 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -542578.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -542604.687500 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -542604.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -542625.312500 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -542625.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -542634.812500 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -542634.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -542644.000000 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -542644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -542653.000000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -542653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -542660.000000 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -542660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -542668.125000 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -542668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -542675.062500 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -542675.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -542687.125000 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -542687.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -542698.312500 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -542698.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -542705.687500 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -542705.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -542711.562500 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -542711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -542713.500000 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -542713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -542717.562500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -542717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -542721.312500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -542721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -542725.500000 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -542725.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -542731.937500 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -542731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -542736.812500 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -542736.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -542742.187500 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -542742.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -542748.187500 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -542748.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -542757.937500 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -542757.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -542767.687500 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -542767.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -542774.812500 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -542774.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -542786.187500 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -542786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -542795.750000 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -542795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -542805.687500 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -542805.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -542818.187500 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -542818.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -542832.625000 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -542832.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -542846.937500 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -542846.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -542859.437500 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -542859.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -542875.500000 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -542875.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -542893.250000 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -542893.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -542912.062500 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -542912.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -542932.250000 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -542932.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -542959.625000 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -542959.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -542987.812500 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -542987.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -543017.875000 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -543017.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -543073.312500 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -543073.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -543176.687500 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -543176.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -543318.687500 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -543318.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -543512.500000 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -543512.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -543751.312500 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -543751.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -543950.625000 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -543950.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -544104.062500 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -544104.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -544268.312500 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -544268.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544356.250000 Penalty: 4157.274902
	Iteration 54Q: 3 clusters Score -544356.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -544430.625000 Penalty: 4157.274902
	Iteration 55Q: 3 clusters Score -544430.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -544490.750000 Penalty: 4157.274902
	Iteration 56Q: 3 clusters Score -544490.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -544546.562500 Penalty: 4157.274902
	Iteration 57Q: 3 clusters Score -544546.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -544611.437500 Penalty: 4157.274902
	Iteration 58Q: 3 clusters Score -544611.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -544688.687500 Penalty: 4157.274902
	Iteration 59Q: 3 clusters Score -544688.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -544773.062500 Penalty: 4157.274902
	Iteration 60F: 3 clusters Score -544773.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -544849.187500 Penalty: 4157.274902
	Iteration 61Q: 3 clusters Score -544849.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -544900.062500 Penalty: 4157.274902
	Iteration 62Q: 3 clusters Score -544900.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -544942.125000 Penalty: 4157.274902
	Iteration 63Q: 3 clusters Score -544942.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -544958.875000 Penalty: 4157.274902
	Iteration 64Q: 3 clusters Score -544958.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -544968.437500 Penalty: 4157.274902
	Iteration 65Q: 3 clusters Score -544968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -544978.437500 Penalty: 4157.274902
	Iteration 66Q: 3 clusters Score -544978.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -544984.000000 Penalty: 4157.274902
	Iteration 67Q: 3 clusters Score -544984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -544987.375000 Penalty: 4157.274902
	Iteration 68Q: 3 clusters Score -544987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -544990.000000 Penalty: 4157.274902
	Iteration 69Q: 3 clusters Score -544990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -544990.937500 Penalty: 4157.274902
	Iteration 70Q: 3 clusters Score -544990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -544991.937500 Penalty: 4157.274902
	Iteration 71Q: 3 clusters Score -544991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -544990.875000 Penalty: 4157.274902
	Iteration 72Q: 3 clusters Score -544990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -544990.875000 Penalty: 4157.274902
	Iteration 73F: 3 clusters Score -544990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173020 members 
Entering Unmasked Estep 
Score: -22237088.000000 Penalty: 2991.168457
	Iteration 0F: 2 clusters Score -2.223709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -22122844.000000 Penalty: 5982.336914
	Iteration 0F: 3 clusters Score -2.212284e+07 nChanged 82894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -22170822.000000 Penalty: 5982.336914
	Iteration 1F: 3 clusters Score -2.217082e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -22172172.000000 Penalty: 5982.336914
	Iteration 2Q: 3 clusters Score -2.217217e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -22174078.000000 Penalty: 5982.336914
	Iteration 3Q: 3 clusters Score -2.217408e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -22176896.000000 Penalty: 5982.336914
	Iteration 4Q: 3 clusters Score -2.21769e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -22181046.000000 Penalty: 5982.336914
	Iteration 5F: 3 clusters Score -2.218105e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -22187810.000000 Penalty: 5982.336914
	Iteration 6F: 3 clusters Score -2.218781e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -22197268.000000 Penalty: 5982.336914
	Iteration 7F: 3 clusters Score -2.219727e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -22208722.000000 Penalty: 5982.336914
	Iteration 8F: 3 clusters Score -2.220872e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -22217116.000000 Penalty: 5982.336914
	Iteration 9F: 3 clusters Score -2.221712e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -22221164.000000 Penalty: 5982.336914
	Iteration 10Q: 3 clusters Score -2.222116e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132598 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -22223038.000000 Penalty: 5982.336914
	Iteration 11Q: 3 clusters Score -2.222304e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135870 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -22224374.000000 Penalty: 5982.336914
	Iteration 12Q: 3 clusters Score -2.222437e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -22225674.000000 Penalty: 5982.336914
	Iteration 13Q: 3 clusters Score -2.222567e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -22226850.000000 Penalty: 5982.336914
	Iteration 14Q: 3 clusters Score -2.222685e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -22227832.000000 Penalty: 5982.336914
	Iteration 15Q: 3 clusters Score -2.222783e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -22228782.000000 Penalty: 5982.336914
	Iteration 16Q: 3 clusters Score -2.222878e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150013 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -22229618.000000 Penalty: 5982.336914
	Iteration 17Q: 3 clusters Score -2.222962e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152290 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -22230322.000000 Penalty: 5982.336914
	Iteration 18Q: 3 clusters Score -2.223032e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -22231056.000000 Penalty: 5982.336914
	Iteration 19Q: 3 clusters Score -2.223106e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -22231748.000000 Penalty: 5982.336914
	Iteration 20F: 3 clusters Score -2.223175e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158170 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -22232342.000000 Penalty: 5982.336914
	Iteration 21Q: 3 clusters Score -2.223234e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -22232888.000000 Penalty: 5982.336914
	Iteration 22Q: 3 clusters Score -2.223289e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -22233440.000000 Penalty: 5982.336914
	Iteration 23Q: 3 clusters Score -2.223344e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162462 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -22233804.000000 Penalty: 5982.336914
	Iteration 24Q: 3 clusters Score -2.22338e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163592 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -22234154.000000 Penalty: 5982.336914
	Iteration 25Q: 3 clusters Score -2.223415e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -22234428.000000 Penalty: 5982.336914
	Iteration 26Q: 3 clusters Score -2.223443e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -22234672.000000 Penalty: 5982.336914
	Iteration 27Q: 3 clusters Score -2.223467e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166051 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -22234932.000000 Penalty: 5982.336914
	Iteration 28Q: 3 clusters Score -2.223493e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -22234994.000000 Penalty: 5982.336914
	Iteration 29Q: 3 clusters Score -2.223499e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -22235126.000000 Penalty: 5982.336914
	Iteration 30Q: 3 clusters Score -2.223513e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167668 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -22235336.000000 Penalty: 5982.336914
	Iteration 31Q: 3 clusters Score -2.223534e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -22235460.000000 Penalty: 5982.336914
	Iteration 32Q: 3 clusters Score -2.223546e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168379 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -22235498.000000 Penalty: 5982.336914
	Iteration 33Q: 3 clusters Score -2.22355e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -22235504.000000 Penalty: 5982.336914
	Iteration 34Q: 3 clusters Score -2.22355e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -22235570.000000 Penalty: 5982.336914
	Iteration 35Q: 3 clusters Score -2.223557e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169040 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -22235556.000000 Penalty: 5982.336914
	Iteration 36Q: 3 clusters Score -2.223556e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -22235592.000000 Penalty: 5982.336914
	Iteration 37Q: 3 clusters Score -2.223559e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -22235626.000000 Penalty: 5982.336914
	Iteration 38Q: 3 clusters Score -2.223563e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -22235620.000000 Penalty: 5982.336914
	Iteration 39Q: 3 clusters Score -2.223562e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22235618.000000 Penalty: 5982.336914
	Iteration 40F: 3 clusters Score -2.223562e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -22235650.000000 Penalty: 5982.336914
	Iteration 41Q: 3 clusters Score -2.223565e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169640 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -22235606.000000 Penalty: 5982.336914
	Iteration 42Q: 3 clusters Score -2.223561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169680 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -22235656.000000 Penalty: 5982.336914
	Iteration 43Q: 3 clusters Score -2.223566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22235654.000000 Penalty: 5982.336914
	Iteration 44Q: 3 clusters Score -2.223565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169760 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -22235640.000000 Penalty: 5982.336914
	Iteration 45Q: 3 clusters Score -2.223564e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -22235654.000000 Penalty: 5982.336914
	Iteration 46Q: 3 clusters Score -2.223565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -22235652.000000 Penalty: 5982.336914
	Iteration 47Q: 3 clusters Score -2.223565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169886 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -22235612.000000 Penalty: 5982.336914
	Iteration 48Q: 3 clusters Score -2.223561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169914 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -22235640.000000 Penalty: 5982.336914
	Iteration 49Q: 3 clusters Score -2.223564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169941 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22235624.000000 Penalty: 5982.336914
	Iteration 50Q: 3 clusters Score -2.223562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -22235650.000000 Penalty: 5982.336914
	Iteration 51Q: 3 clusters Score -2.223565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -22235626.000000 Penalty: 5982.336914
	Iteration 52Q: 3 clusters Score -2.223563e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22235636.000000 Penalty: 5982.336914
	Iteration 53Q: 3 clusters Score -2.223564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 54Q: 3 clusters Score -2.223563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -22235630.000000 Penalty: 5982.336914
	Iteration 55Q: 3 clusters Score -2.223563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 56Q: 3 clusters Score -2.223563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -22235630.000000 Penalty: 5982.336914
	Iteration 57Q: 3 clusters Score -2.223563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170081 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 58Q: 3 clusters Score -2.223563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -22235612.000000 Penalty: 5982.336914
	Iteration 59Q: 3 clusters Score -2.223561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170116 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -22235640.000000 Penalty: 5982.336914
	Iteration 60F: 3 clusters Score -2.223564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -22235664.000000 Penalty: 5982.336914
	Iteration 61Q: 3 clusters Score -2.223566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -22235644.000000 Penalty: 5982.336914
	Iteration 62Q: 3 clusters Score -2.223564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -22235630.000000 Penalty: 5982.336914
	Iteration 63Q: 3 clusters Score -2.223563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22235632.000000 Penalty: 5982.336914
	Iteration 64Q: 3 clusters Score -2.223563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170191 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22235624.000000 Penalty: 5982.336914
	Iteration 65Q: 3 clusters Score -2.223562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170195 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22235640.000000 Penalty: 5982.336914
	Iteration 66Q: 3 clusters Score -2.223564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -22235638.000000 Penalty: 5982.336914
	Iteration 67Q: 3 clusters Score -2.223564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22235622.000000 Penalty: 5982.336914
	Iteration 68Q: 3 clusters Score -2.223562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22235616.000000 Penalty: 5982.336914
	Iteration 69Q: 3 clusters Score -2.223562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -22235614.000000 Penalty: 5982.336914
	Iteration 70Q: 3 clusters Score -2.223561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170225 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -22235624.000000 Penalty: 5982.336914
	Iteration 71Q: 3 clusters Score -2.223562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -22235612.000000 Penalty: 5982.336914
	Iteration 72Q: 3 clusters Score -2.223561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22235622.000000 Penalty: 5982.336914
	Iteration 73Q: 3 clusters Score -2.223562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22235618.000000 Penalty: 5982.336914
	Iteration 74Q: 3 clusters Score -2.223562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22235620.000000 Penalty: 5982.336914
	Iteration 75Q: 3 clusters Score -2.223562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -22235622.000000 Penalty: 5982.336914
	Iteration 76Q: 3 clusters Score -2.223562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -22235618.000000 Penalty: 5982.336914
	Iteration 77Q: 3 clusters Score -2.223562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22235620.000000 Penalty: 5982.336914
	Iteration 78Q: 3 clusters Score -2.223562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170274 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -22235620.000000 Penalty: 5982.336914
	Iteration 79Q: 3 clusters Score -2.223562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22235612.000000 Penalty: 5982.336914
	Iteration 80F: 3 clusters Score -2.223561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -22235606.000000 Penalty: 5982.336914
	Iteration 81Q: 3 clusters Score -2.223561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170296 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 82Q: 3 clusters Score -2.223563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170302 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22235628.000000 Penalty: 5982.336914
	Iteration 83Q: 3 clusters Score -2.223563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170307 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 84Q: 3 clusters Score -2.223563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170312 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -22235612.000000 Penalty: 5982.336914
	Iteration 85Q: 3 clusters Score -2.223561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -22235638.000000 Penalty: 5982.336914
	Iteration 86Q: 3 clusters Score -2.223564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170323 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22235622.000000 Penalty: 5982.336914
	Iteration 87Q: 3 clusters Score -2.223562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 88Q: 3 clusters Score -2.223563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170330 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -22235610.000000 Penalty: 5982.336914
	Iteration 89Q: 3 clusters Score -2.223561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170331 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22235614.000000 Penalty: 5982.336914
	Iteration 90Q: 3 clusters Score -2.223561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22235626.000000 Penalty: 5982.336914
	Iteration 91Q: 3 clusters Score -2.223563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170337 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -22235634.000000 Penalty: 5982.336914
	Iteration 92Q: 3 clusters Score -2.223563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170340 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22235646.000000 Penalty: 5982.336914
	Iteration 93Q: 3 clusters Score -2.223565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170343 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22235640.000000 Penalty: 5982.336914
	Iteration 94Q: 3 clusters Score -2.223564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170346 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -22235630.000000 Penalty: 5982.336914
	Iteration 95Q: 3 clusters Score -2.223563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170348 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22235610.000000 Penalty: 5982.336914
	Iteration 96Q: 3 clusters Score -2.223561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170351 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22235612.000000 Penalty: 5982.336914
	Iteration 97Q: 3 clusters Score -2.223561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170356 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -22235614.000000 Penalty: 5982.336914
	Iteration 98Q: 3 clusters Score -2.223561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -22235620.000000 Penalty: 5982.336914
	Iteration 99Q: 3 clusters Score -2.223562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170364 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22235616.000000 Penalty: 5982.336914
	Iteration 100F: 3 clusters Score -2.223562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22235616.000000 Penalty: 5982.336914
	Iteration 101Q: 3 clusters Score -2.223562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170365 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -22235608.000000 Penalty: 5982.336914
	Iteration 102Q: 3 clusters Score -2.223561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170365 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -22235608.000000 Penalty: 5982.336914
	Iteration 103F: 3 clusters Score -2.223561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223962 members 
Entering Unmasked Estep 
Score: -28654030.000000 Penalty: 3055.169434
	Iteration 0F: 2 clusters Score -2.865403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111627 members 
Mstep: Class 2 contains 112335 members 
Entering Unmasked Estep 
Score: -28513108.000000 Penalty: 6110.338867
	Iteration 0F: 3 clusters Score -2.851311e+07 nChanged 108165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106134 members 
Mstep: Class 2 contains 117828 members 
Entering Unmasked Estep 
Score: -28576264.000000 Penalty: 6110.338867
	Iteration 1F: 3 clusters Score -2.857626e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102419 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -28577284.000000 Penalty: 6110.338867
	Iteration 2Q: 3 clusters Score -2.857728e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 127431 members 
Entering Unmasked Estep 
Score: -28579520.000000 Penalty: 6110.338867
	Iteration 3Q: 3 clusters Score -2.857952e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
Score: -28583422.000000 Penalty: 6110.338867
	Iteration 4Q: 3 clusters Score -2.858342e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 150179 members 
Entering Unmasked Estep 
Score: -28591298.000000 Penalty: 6110.338867
	Iteration 5F: 3 clusters Score -2.85913e+07 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 169211 members 
Entering Unmasked Estep 
Score: -28605600.000000 Penalty: 6110.338867
	Iteration 6F: 3 clusters Score -2.86056e+07 nChanged 22536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 191743 members 
Entering Unmasked Estep 
Score: -28625282.000000 Penalty: 6110.338867
	Iteration 7F: 3 clusters Score -2.862528e+07 nChanged 19060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 210803 members 
Entering Unmasked Estep 
Score: -28640818.000000 Penalty: 6110.338867
	Iteration 8F: 3 clusters Score -2.864082e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 220210 members 
Entering Unmasked Estep 
Score: -28648120.000000 Penalty: 6110.338867
	Iteration 9Q: 3 clusters Score -2.864812e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 223025 members 
Entering Unmasked Estep 
Score: -28650510.000000 Penalty: 6110.338867
	Iteration 10Q: 3 clusters Score -2.865051e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 223602 members 
Entering Unmasked Estep 
Score: -28651032.000000 Penalty: 6110.338867
	Iteration 11Q: 3 clusters Score -2.865103e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -28651172.000000 Penalty: 6110.338867
	Iteration 12Q: 3 clusters Score -2.865117e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223747 members 
Entering Unmasked Estep 
Score: -28651276.000000 Penalty: 6110.338867
	Iteration 13Q: 3 clusters Score -2.865128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223759 members 
Entering Unmasked Estep 
Score: -28651300.000000 Penalty: 6110.338867
	Iteration 14Q: 3 clusters Score -2.86513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223767 members 
Entering Unmasked Estep 
Score: -28651314.000000 Penalty: 6110.338867
	Iteration 15Q: 3 clusters Score -2.865131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223767 members 
Entering Unmasked Estep 
Score: -28651338.000000 Penalty: 6110.338867
	Iteration 16Q: 3 clusters Score -2.865134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 223768 members 
Entering Unmasked Estep 
Score: -28651332.000000 Penalty: 6110.338867
	Iteration 17Q: 3 clusters Score -2.865133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 223770 members 
Entering Unmasked Estep 
Score: -28651342.000000 Penalty: 6110.338867
	Iteration 18Q: 3 clusters Score -2.865134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223773 members 
Entering Unmasked Estep 
Score: -28651348.000000 Penalty: 6110.338867
	Iteration 19Q: 3 clusters Score -2.865135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223775 members 
Entering Unmasked Estep 
Score: -28651368.000000 Penalty: 6110.338867
	Iteration 20F: 3 clusters Score -2.865137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223775 members 
Entering Unmasked Estep 
Score: -28651368.000000 Penalty: 6110.338867
	Iteration 21Q: 3 clusters Score -2.865137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223775 members 
Entering Unmasked Estep 
Score: -28651368.000000 Penalty: 6110.338867
	Iteration 22Q: 3 clusters Score -2.865137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223775 members 
Entering Unmasked Estep 
Score: -28651368.000000 Penalty: 6110.338867
	Iteration 23F: 3 clusters Score -2.865137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Entering Unmasked Estep 
Score: -7769085.000000 Penalty: 2738.454102
	Iteration 0F: 2 clusters Score -7769085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -7727372.500000 Penalty: 5476.908203
	Iteration 0F: 3 clusters Score -7727372 nChanged 29019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -7743279.000000 Penalty: 5476.908203
	Iteration 1F: 3 clusters Score -7743279 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -7743844.000000 Penalty: 5476.908203
	Iteration 2Q: 3 clusters Score -7743844 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -7744534.000000 Penalty: 5476.908203
	Iteration 3Q: 3 clusters Score -7744534 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -7745533.500000 Penalty: 5476.908203
	Iteration 4Q: 3 clusters Score -7745534 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -7746942.000000 Penalty: 5476.908203
	Iteration 5Q: 3 clusters Score -7746942 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -7749323.500000 Penalty: 5476.908203
	Iteration 6F: 3 clusters Score -7749324 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -7752999.500000 Penalty: 5476.908203
	Iteration 7F: 3 clusters Score -7753000 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -7757775.500000 Penalty: 5476.908203
	Iteration 8F: 3 clusters Score -7757776 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7762116.000000 Penalty: 5476.908203
	Iteration 9F: 3 clusters Score -7762116 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7764736.500000 Penalty: 5476.908203
	Iteration 10Q: 3 clusters Score -7764736 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7765836.500000 Penalty: 5476.908203
	Iteration 11Q: 3 clusters Score -7765836 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7766250.500000 Penalty: 5476.908203
	Iteration 12Q: 3 clusters Score -7766250 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7766424.500000 Penalty: 5476.908203
	Iteration 13Q: 3 clusters Score -7766424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7766484.000000 Penalty: 5476.908203
	Iteration 14Q: 3 clusters Score -7766484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7766549.000000 Penalty: 5476.908203
	Iteration 15Q: 3 clusters Score -7766549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7766582.500000 Penalty: 5476.908203
	Iteration 16Q: 3 clusters Score -7766582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7766612.500000 Penalty: 5476.908203
	Iteration 17Q: 3 clusters Score -7766612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7766616.500000 Penalty: 5476.908203
	Iteration 18Q: 3 clusters Score -7766616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7766637.000000 Penalty: 5476.908203
	Iteration 19Q: 3 clusters Score -7766637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7766645.000000 Penalty: 5476.908203
	Iteration 20F: 3 clusters Score -7766645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7766655.500000 Penalty: 5476.908203
	Iteration 21Q: 3 clusters Score -7766656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7766655.000000 Penalty: 5476.908203
	Iteration 22Q: 3 clusters Score -7766655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7766657.000000 Penalty: 5476.908203
	Iteration 23Q: 3 clusters Score -7766657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7766657.000000 Penalty: 5476.908203
	Iteration 24F: 3 clusters Score -7766657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174315 members 
Entering Unmasked Estep 
Score: -22322870.000000 Penalty: 2993.017578
	Iteration 0F: 2 clusters Score -2.232287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -22207344.000000 Penalty: 5986.035156
	Iteration 0F: 3 clusters Score -2.220734e+07 nChanged 83827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -22256326.000000 Penalty: 5986.035156
	Iteration 1F: 3 clusters Score -2.225633e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -22257966.000000 Penalty: 5986.035156
	Iteration 2Q: 3 clusters Score -2.225797e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -22260122.000000 Penalty: 5986.035156
	Iteration 3Q: 3 clusters Score -2.226012e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 88387 members 
Entering Unmasked Estep 
Score: -22263168.000000 Penalty: 5986.035156
	Iteration 4Q: 3 clusters Score -2.226317e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -22267480.000000 Penalty: 5986.035156
	Iteration 5F: 3 clusters Score -2.226748e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -22273880.000000 Penalty: 5986.035156
	Iteration 6F: 3 clusters Score -2.227388e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -22282064.000000 Penalty: 5986.035156
	Iteration 7F: 3 clusters Score -2.228206e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -22291010.000000 Penalty: 5986.035156
	Iteration 8F: 3 clusters Score -2.229101e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -22297270.000000 Penalty: 5986.035156
	Iteration 9F: 3 clusters Score -2.229727e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -22300316.000000 Penalty: 5986.035156
	Iteration 10Q: 3 clusters Score -2.230032e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -22301974.000000 Penalty: 5986.035156
	Iteration 11Q: 3 clusters Score -2.230197e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 114668 members 
Entering Unmasked Estep 
Score: -22303308.000000 Penalty: 5986.035156
	Iteration 12Q: 3 clusters Score -2.230331e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -22304532.000000 Penalty: 5986.035156
	Iteration 13Q: 3 clusters Score -2.230453e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 121351 members 
Entering Unmasked Estep 
Score: -22305806.000000 Penalty: 5986.035156
	Iteration 14Q: 3 clusters Score -2.230581e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -22306842.000000 Penalty: 5986.035156
	Iteration 15Q: 3 clusters Score -2.230684e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 128004 members 
Entering Unmasked Estep 
Score: -22307790.000000 Penalty: 5986.035156
	Iteration 16Q: 3 clusters Score -2.230779e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 131225 members 
Entering Unmasked Estep 
Score: -22308840.000000 Penalty: 5986.035156
	Iteration 17Q: 3 clusters Score -2.230884e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -22309842.000000 Penalty: 5986.035156
	Iteration 18Q: 3 clusters Score -2.230984e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -22310998.000000 Penalty: 5986.035156
	Iteration 19Q: 3 clusters Score -2.2311e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 140457 members 
Entering Unmasked Estep 
Score: -22312094.000000 Penalty: 5986.035156
	Iteration 20F: 3 clusters Score -2.231209e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -22312954.000000 Penalty: 5986.035156
	Iteration 21Q: 3 clusters Score -2.231295e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 145849 members 
Entering Unmasked Estep 
Score: -22313854.000000 Penalty: 5986.035156
	Iteration 22Q: 3 clusters Score -2.231385e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -22314662.000000 Penalty: 5986.035156
	Iteration 23Q: 3 clusters Score -2.231466e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -22315446.000000 Penalty: 5986.035156
	Iteration 24Q: 3 clusters Score -2.231545e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -22316258.000000 Penalty: 5986.035156
	Iteration 25Q: 3 clusters Score -2.231626e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -22316936.000000 Penalty: 5986.035156
	Iteration 26Q: 3 clusters Score -2.231694e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 157063 members 
Entering Unmasked Estep 
Score: -22317678.000000 Penalty: 5986.035156
	Iteration 27Q: 3 clusters Score -2.231768e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -22318312.000000 Penalty: 5986.035156
	Iteration 28Q: 3 clusters Score -2.231831e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 160585 members 
Entering Unmasked Estep 
Score: -22318774.000000 Penalty: 5986.035156
	Iteration 29Q: 3 clusters Score -2.231877e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -22319186.000000 Penalty: 5986.035156
	Iteration 30Q: 3 clusters Score -2.231919e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -22319500.000000 Penalty: 5986.035156
	Iteration 31Q: 3 clusters Score -2.23195e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -22319892.000000 Penalty: 5986.035156
	Iteration 32Q: 3 clusters Score -2.231989e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 165417 members 
Entering Unmasked Estep 
Score: -22320114.000000 Penalty: 5986.035156
	Iteration 33Q: 3 clusters Score -2.232011e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -22320266.000000 Penalty: 5986.035156
	Iteration 34Q: 3 clusters Score -2.232027e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 166904 members 
Entering Unmasked Estep 
Score: -22320382.000000 Penalty: 5986.035156
	Iteration 35Q: 3 clusters Score -2.232038e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -22320570.000000 Penalty: 5986.035156
	Iteration 36Q: 3 clusters Score -2.232057e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 167990 members 
Entering Unmasked Estep 
Score: -22320672.000000 Penalty: 5986.035156
	Iteration 37Q: 3 clusters Score -2.232067e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 168411 members 
Entering Unmasked Estep 
Score: -22320688.000000 Penalty: 5986.035156
	Iteration 38Q: 3 clusters Score -2.232069e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 168782 members 
Entering Unmasked Estep 
Score: -22320712.000000 Penalty: 5986.035156
	Iteration 39Q: 3 clusters Score -2.232071e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -22320766.000000 Penalty: 5986.035156
	Iteration 40F: 3 clusters Score -2.232077e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 169349 members 
Entering Unmasked Estep 
Score: -22320762.000000 Penalty: 5986.035156
	Iteration 41Q: 3 clusters Score -2.232076e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -22320814.000000 Penalty: 5986.035156
	Iteration 42Q: 3 clusters Score -2.232081e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 169871 members 
Entering Unmasked Estep 
Score: -22320914.000000 Penalty: 5986.035156
	Iteration 43Q: 3 clusters Score -2.232091e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 170064 members 
Entering Unmasked Estep 
Score: -22320936.000000 Penalty: 5986.035156
	Iteration 44Q: 3 clusters Score -2.232094e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 170230 members 
Entering Unmasked Estep 
Score: -22320944.000000 Penalty: 5986.035156
	Iteration 45Q: 3 clusters Score -2.232094e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -22321050.000000 Penalty: 5986.035156
	Iteration 46Q: 3 clusters Score -2.232105e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -22321054.000000 Penalty: 5986.035156
	Iteration 47Q: 3 clusters Score -2.232105e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -22321056.000000 Penalty: 5986.035156
	Iteration 48Q: 3 clusters Score -2.232106e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -22321082.000000 Penalty: 5986.035156
	Iteration 49Q: 3 clusters Score -2.232108e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -22321140.000000 Penalty: 5986.035156
	Iteration 50Q: 3 clusters Score -2.232114e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -22321160.000000 Penalty: 5986.035156
	Iteration 51Q: 3 clusters Score -2.232116e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -22321154.000000 Penalty: 5986.035156
	Iteration 52Q: 3 clusters Score -2.232115e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -22321146.000000 Penalty: 5986.035156
	Iteration 53Q: 3 clusters Score -2.232115e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 171158 members 
Entering Unmasked Estep 
Score: -22321160.000000 Penalty: 5986.035156
	Iteration 54Q: 3 clusters Score -2.232116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 171225 members 
Entering Unmasked Estep 
Score: -22321162.000000 Penalty: 5986.035156
	Iteration 55Q: 3 clusters Score -2.232116e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -22321180.000000 Penalty: 5986.035156
	Iteration 56Q: 3 clusters Score -2.232118e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 171320 members 
Entering Unmasked Estep 
Score: -22321180.000000 Penalty: 5986.035156
	Iteration 57Q: 3 clusters Score -2.232118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 171354 members 
Entering Unmasked Estep 
Score: -22321190.000000 Penalty: 5986.035156
	Iteration 58Q: 3 clusters Score -2.232119e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 171392 members 
Entering Unmasked Estep 
Score: -22321190.000000 Penalty: 5986.035156
	Iteration 59Q: 3 clusters Score -2.232119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -22321202.000000 Penalty: 5986.035156
	Iteration 60F: 3 clusters Score -2.23212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -22321190.000000 Penalty: 5986.035156
	Iteration 61Q: 3 clusters Score -2.232119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 171490 members 
Entering Unmasked Estep 
Score: -22321208.000000 Penalty: 5986.035156
	Iteration 62Q: 3 clusters Score -2.232121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -22321224.000000 Penalty: 5986.035156
	Iteration 63Q: 3 clusters Score -2.232122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -22321218.000000 Penalty: 5986.035156
	Iteration 64Q: 3 clusters Score -2.232122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -22321214.000000 Penalty: 5986.035156
	Iteration 65Q: 3 clusters Score -2.232121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 171576 members 
Entering Unmasked Estep 
Score: -22321214.000000 Penalty: 5986.035156
	Iteration 66Q: 3 clusters Score -2.232121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 171583 members 
Entering Unmasked Estep 
Score: -22321224.000000 Penalty: 5986.035156
	Iteration 67Q: 3 clusters Score -2.232122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -22321208.000000 Penalty: 5986.035156
	Iteration 68Q: 3 clusters Score -2.232121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -22321208.000000 Penalty: 5986.035156
	Iteration 69Q: 3 clusters Score -2.232121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -22321214.000000 Penalty: 5986.035156
	Iteration 70Q: 3 clusters Score -2.232121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -22321220.000000 Penalty: 5986.035156
	Iteration 71Q: 3 clusters Score -2.232122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 171607 members 
Entering Unmasked Estep 
Score: -22321224.000000 Penalty: 5986.035156
	Iteration 72Q: 3 clusters Score -2.232122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -22321212.000000 Penalty: 5986.035156
	Iteration 73Q: 3 clusters Score -2.232121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -22321212.000000 Penalty: 5986.035156
	Iteration 74F: 3 clusters Score -2.232121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -259678.265625 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -259678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256962.375000 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -256962.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257420.921875 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -257420.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -257571.781250 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -257571.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -257645.203125 Penalty: 3813.700928
	Iteration 3Q: 3 clusters Score -257645.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -257691.359375 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -257691.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -257717.531250 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -257717.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257735.234375 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -257735.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257748.375000 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -257748.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257760.703125 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -257760.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257769.078125 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -257769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -257775.625000 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -257775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -257785.218750 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -257785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257790.984375 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -257791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -257796.171875 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -257796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -257805.125000 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -257805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257811.421875 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -257811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257817.546875 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -257817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -257821.640625 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -257821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -257824.140625 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -257824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -257826.125000 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -257826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -257829.250000 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -257829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -257832.890625 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -257832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -257835.843750 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -257835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -257836.734375 Penalty: 3813.700928
	Iteration 23Q: 3 clusters Score -257836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -257838.296875 Penalty: 3813.700928
	Iteration 24Q: 3 clusters Score -257838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257839.578125 Penalty: 3813.700928
	Iteration 25Q: 3 clusters Score -257839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257840.421875 Penalty: 3813.700928
	Iteration 26Q: 3 clusters Score -257840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -257841.968750 Penalty: 3813.700928
	Iteration 27Q: 3 clusters Score -257842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -257843.546875 Penalty: 3813.700928
	Iteration 28Q: 3 clusters Score -257843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257844.562500 Penalty: 3813.700928
	Iteration 29Q: 3 clusters Score -257844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -257845.781250 Penalty: 3813.700928
	Iteration 30Q: 3 clusters Score -257845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -257848.000000 Penalty: 3813.700928
	Iteration 31Q: 3 clusters Score -257848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257849.406250 Penalty: 3813.700928
	Iteration 32Q: 3 clusters Score -257849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257849.875000 Penalty: 3813.700928
	Iteration 33Q: 3 clusters Score -257849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -257849.875000 Penalty: 3813.700928
	Iteration 34F: 3 clusters Score -257849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -53525.210938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -53525.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52112.460938 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -52112.46 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52676.863281 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -52676.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52982.554688 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -52982.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53258.730469 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -53258.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53470.839844 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -53470.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53631.355469 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -53631.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -53715.410156 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -53715.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53768.250000 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -53768.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53836.375000 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -53836.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53875.359375 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -53875.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53912.652344 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -53912.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53939.714844 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -53939.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53953.035156 Penalty: 3115.076416
	Iteration 12F: 3 clusters Score -53953.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53989.835938 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -53989.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54067.199219 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -54067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54329.351562 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -54329.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54397.078125 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -54397.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54397.078125 Penalty: 3115.076416
	Iteration 17F: 3 clusters Score -54397.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 183 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 351 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683808.000000 Penalty: 65918.976562
Splitting cluster 8 changes total score from -149684944.000000 to -149683808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (49422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Entering Unmasked Estep 
Score: -6377239.500000 Penalty: 2680.421387
	Iteration 0F: 2 clusters Score -6377240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -6343861.000000 Penalty: 5360.842773
	Iteration 0F: 3 clusters Score -6343861 nChanged 22937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -6356735.500000 Penalty: 5360.842773
	Iteration 1F: 3 clusters Score -6356736 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6357441.000000 Penalty: 5360.842773
	Iteration 2Q: 3 clusters Score -6357441 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -6358224.000000 Penalty: 5360.842773
	Iteration 3Q: 3 clusters Score -6358224 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -6359335.500000 Penalty: 5360.842773
	Iteration 4Q: 3 clusters Score -6359336 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -6361017.500000 Penalty: 5360.842773
	Iteration 5F: 3 clusters Score -6361018 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -6363722.500000 Penalty: 5360.842773
	Iteration 6F: 3 clusters Score -6363722 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -6367217.000000 Penalty: 5360.842773
	Iteration 7F: 3 clusters Score -6367217 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -6370523.500000 Penalty: 5360.842773
	Iteration 8F: 3 clusters Score -6370524 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6372884.500000 Penalty: 5360.842773
	Iteration 9Q: 3 clusters Score -6372884 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6374037.500000 Penalty: 5360.842773
	Iteration 10Q: 3 clusters Score -6374038 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6374564.000000 Penalty: 5360.842773
	Iteration 11Q: 3 clusters Score -6374564 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6374782.500000 Penalty: 5360.842773
	Iteration 12Q: 3 clusters Score -6374782 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -6374896.000000 Penalty: 5360.842773
	Iteration 13Q: 3 clusters Score -6374896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -6374966.500000 Penalty: 5360.842773
	Iteration 14Q: 3 clusters Score -6374966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6374999.500000 Penalty: 5360.842773
	Iteration 15Q: 3 clusters Score -6375000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6375039.000000 Penalty: 5360.842773
	Iteration 16Q: 3 clusters Score -6375039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -6375059.000000 Penalty: 5360.842773
	Iteration 17Q: 3 clusters Score -6375059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6375091.500000 Penalty: 5360.842773
	Iteration 18Q: 3 clusters Score -6375092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -6375118.000000 Penalty: 5360.842773
	Iteration 19Q: 3 clusters Score -6375118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -6375148.000000 Penalty: 5360.842773
	Iteration 20F: 3 clusters Score -6375148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6375145.000000 Penalty: 5360.842773
	Iteration 21Q: 3 clusters Score -6375145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6375160.000000 Penalty: 5360.842773
	Iteration 22Q: 3 clusters Score -6375160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -6375160.000000 Penalty: 5360.842773
	Iteration 23Q: 3 clusters Score -6375160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6375181.000000 Penalty: 5360.842773
	Iteration 24Q: 3 clusters Score -6375181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -6375201.000000 Penalty: 5360.842773
	Iteration 25Q: 3 clusters Score -6375201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -6375212.500000 Penalty: 5360.842773
	Iteration 26Q: 3 clusters Score -6375212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6375222.000000 Penalty: 5360.842773
	Iteration 27Q: 3 clusters Score -6375222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6375210.500000 Penalty: 5360.842773
	Iteration 28Q: 3 clusters Score -6375210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -6375215.500000 Penalty: 5360.842773
	Iteration 29Q: 3 clusters Score -6375216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -6375217.000000 Penalty: 5360.842773
	Iteration 30Q: 3 clusters Score -6375217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -6375228.000000 Penalty: 5360.842773
	Iteration 31Q: 3 clusters Score -6375228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6375226.500000 Penalty: 5360.842773
	Iteration 32Q: 3 clusters Score -6375226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6375227.500000 Penalty: 5360.842773
	Iteration 33Q: 3 clusters Score -6375228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6375240.000000 Penalty: 5360.842773
	Iteration 34Q: 3 clusters Score -6375240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6375248.500000 Penalty: 5360.842773
	Iteration 35Q: 3 clusters Score -6375248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6375237.000000 Penalty: 5360.842773
	Iteration 36Q: 3 clusters Score -6375237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -6375235.500000 Penalty: 5360.842773
	Iteration 37Q: 3 clusters Score -6375236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -6375252.500000 Penalty: 5360.842773
	Iteration 38Q: 3 clusters Score -6375252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6375250.500000 Penalty: 5360.842773
	Iteration 39Q: 3 clusters Score -6375250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -6375253.000000 Penalty: 5360.842773
	Iteration 40F: 3 clusters Score -6375253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -6375250.500000 Penalty: 5360.842773
	Iteration 41Q: 3 clusters Score -6375250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6375261.500000 Penalty: 5360.842773
	Iteration 42Q: 3 clusters Score -6375262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -6375251.500000 Penalty: 5360.842773
	Iteration 43Q: 3 clusters Score -6375252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -6375254.000000 Penalty: 5360.842773
	Iteration 44Q: 3 clusters Score -6375254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6375260.500000 Penalty: 5360.842773
	Iteration 45Q: 3 clusters Score -6375260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -6375258.500000 Penalty: 5360.842773
	Iteration 46Q: 3 clusters Score -6375258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -6375273.000000 Penalty: 5360.842773
	Iteration 47Q: 3 clusters Score -6375273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6375276.000000 Penalty: 5360.842773
	Iteration 48Q: 3 clusters Score -6375276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -6375268.000000 Penalty: 5360.842773
	Iteration 49Q: 3 clusters Score -6375268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -6375268.500000 Penalty: 5360.842773
	Iteration 50Q: 3 clusters Score -6375268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6375268.500000 Penalty: 5360.842773
	Iteration 51Q: 3 clusters Score -6375268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -6375268.000000 Penalty: 5360.842773
	Iteration 52Q: 3 clusters Score -6375268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6375267.000000 Penalty: 5360.842773
	Iteration 53Q: 3 clusters Score -6375267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6375267.000000 Penalty: 5360.842773
	Iteration 54F: 3 clusters Score -6375267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Entering Unmasked Estep 
Score: -7240093.000000 Penalty: 2712.104736
	Iteration 0F: 2 clusters Score -7240093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -7202448.500000 Penalty: 5424.209473
	Iteration 0F: 3 clusters Score -7202448 nChanged 26048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -7216761.000000 Penalty: 5424.209473
	Iteration 1F: 3 clusters Score -7216761 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -7217428.000000 Penalty: 5424.209473
	Iteration 2Q: 3 clusters Score -7217428 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -7218169.000000 Penalty: 5424.209473
	Iteration 3Q: 3 clusters Score -7218169 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -7219202.000000 Penalty: 5424.209473
	Iteration 4Q: 3 clusters Score -7219202 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7220581.500000 Penalty: 5424.209473
	Iteration 5F: 3 clusters Score -7220582 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -7222639.000000 Penalty: 5424.209473
	Iteration 6F: 3 clusters Score -7222639 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7225278.500000 Penalty: 5424.209473
	Iteration 7F: 3 clusters Score -7225278 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -7228388.500000 Penalty: 5424.209473
	Iteration 8F: 3 clusters Score -7228388 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -7231593.000000 Penalty: 5424.209473
	Iteration 9F: 3 clusters Score -7231593 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -7234121.500000 Penalty: 5424.209473
	Iteration 10Q: 3 clusters Score -7234122 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7235651.500000 Penalty: 5424.209473
	Iteration 11Q: 3 clusters Score -7235652 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -7236416.000000 Penalty: 5424.209473
	Iteration 12Q: 3 clusters Score -7236416 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -7236779.000000 Penalty: 5424.209473
	Iteration 13Q: 3 clusters Score -7236779 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7237111.500000 Penalty: 5424.209473
	Iteration 14Q: 3 clusters Score -7237112 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7237282.500000 Penalty: 5424.209473
	Iteration 15Q: 3 clusters Score -7237282 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7237457.000000 Penalty: 5424.209473
	Iteration 16Q: 3 clusters Score -7237457 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -7237570.500000 Penalty: 5424.209473
	Iteration 17Q: 3 clusters Score -7237570 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7237634.000000 Penalty: 5424.209473
	Iteration 18Q: 3 clusters Score -7237634 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7237677.000000 Penalty: 5424.209473
	Iteration 19Q: 3 clusters Score -7237677 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7237742.500000 Penalty: 5424.209473
	Iteration 20F: 3 clusters Score -7237742 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7237786.500000 Penalty: 5424.209473
	Iteration 21Q: 3 clusters Score -7237786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7237807.500000 Penalty: 5424.209473
	Iteration 22Q: 3 clusters Score -7237808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7237848.500000 Penalty: 5424.209473
	Iteration 23Q: 3 clusters Score -7237848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7237870.500000 Penalty: 5424.209473
	Iteration 24Q: 3 clusters Score -7237870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7237895.500000 Penalty: 5424.209473
	Iteration 25Q: 3 clusters Score -7237896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7237911.000000 Penalty: 5424.209473
	Iteration 26Q: 3 clusters Score -7237911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7237914.500000 Penalty: 5424.209473
	Iteration 27Q: 3 clusters Score -7237914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7237929.000000 Penalty: 5424.209473
	Iteration 28Q: 3 clusters Score -7237929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7237955.000000 Penalty: 5424.209473
	Iteration 29Q: 3 clusters Score -7237955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7237958.500000 Penalty: 5424.209473
	Iteration 30Q: 3 clusters Score -7237958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7237965.000000 Penalty: 5424.209473
	Iteration 31Q: 3 clusters Score -7237965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7237964.000000 Penalty: 5424.209473
	Iteration 32Q: 3 clusters Score -7237964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7237965.000000 Penalty: 5424.209473
	Iteration 33Q: 3 clusters Score -7237965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7237969.500000 Penalty: 5424.209473
	Iteration 34Q: 3 clusters Score -7237970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7237974.500000 Penalty: 5424.209473
	Iteration 35Q: 3 clusters Score -7237974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7237971.000000 Penalty: 5424.209473
	Iteration 36Q: 3 clusters Score -7237971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7237973.000000 Penalty: 5424.209473
	Iteration 37Q: 3 clusters Score -7237973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7237979.000000 Penalty: 5424.209473
	Iteration 38Q: 3 clusters Score -7237979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7237971.000000 Penalty: 5424.209473
	Iteration 39Q: 3 clusters Score -7237971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7237978.500000 Penalty: 5424.209473
	Iteration 40F: 3 clusters Score -7237978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7237980.000000 Penalty: 5424.209473
	Iteration 41Q: 3 clusters Score -7237980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7237992.500000 Penalty: 5424.209473
	Iteration 42Q: 3 clusters Score -7237992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7237999.000000 Penalty: 5424.209473
	Iteration 43Q: 3 clusters Score -7237999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7238002.000000 Penalty: 5424.209473
	Iteration 44Q: 3 clusters Score -7238002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7238009.500000 Penalty: 5424.209473
	Iteration 45Q: 3 clusters Score -7238010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7238010.500000 Penalty: 5424.209473
	Iteration 46Q: 3 clusters Score -7238010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7238011.000000 Penalty: 5424.209473
	Iteration 47Q: 3 clusters Score -7238011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7238008.500000 Penalty: 5424.209473
	Iteration 48Q: 3 clusters Score -7238008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7238007.500000 Penalty: 5424.209473
	Iteration 49Q: 3 clusters Score -7238008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7238008.500000 Penalty: 5424.209473
	Iteration 50Q: 3 clusters Score -7238008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7238014.500000 Penalty: 5424.209473
	Iteration 51Q: 3 clusters Score -7238014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7238012.000000 Penalty: 5424.209473
	Iteration 52Q: 3 clusters Score -7238012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7238013.000000 Penalty: 5424.209473
	Iteration 53Q: 3 clusters Score -7238013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7238013.000000 Penalty: 5424.209473
	Iteration 54F: 3 clusters Score -7238013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Entering Unmasked Estep 
Score: -4672003.500000 Penalty: 2605.474121
	Iteration 0F: 2 clusters Score -4672004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4647127.500000 Penalty: 5210.948242
	Iteration 0F: 3 clusters Score -4647128 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4656057.000000 Penalty: 5210.948242
	Iteration 1F: 3 clusters Score -4656057 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4656534.500000 Penalty: 5210.948242
	Iteration 2Q: 3 clusters Score -4656534 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4657082.000000 Penalty: 5210.948242
	Iteration 3Q: 3 clusters Score -4657082 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4657803.500000 Penalty: 5210.948242
	Iteration 4Q: 3 clusters Score -4657804 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4658992.000000 Penalty: 5210.948242
	Iteration 5F: 3 clusters Score -4658992 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4660831.500000 Penalty: 5210.948242
	Iteration 6F: 3 clusters Score -4660832 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4663373.500000 Penalty: 5210.948242
	Iteration 7F: 3 clusters Score -4663374 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4665891.000000 Penalty: 5210.948242
	Iteration 8F: 3 clusters Score -4665891 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4667839.000000 Penalty: 5210.948242
	Iteration 9F: 3 clusters Score -4667839 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4668867.500000 Penalty: 5210.948242
	Iteration 10Q: 3 clusters Score -4668868 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4669285.500000 Penalty: 5210.948242
	Iteration 11Q: 3 clusters Score -4669286 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4669500.500000 Penalty: 5210.948242
	Iteration 12Q: 3 clusters Score -4669500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4669585.000000 Penalty: 5210.948242
	Iteration 13Q: 3 clusters Score -4669585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4669622.000000 Penalty: 5210.948242
	Iteration 14Q: 3 clusters Score -4669622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4669640.000000 Penalty: 5210.948242
	Iteration 15Q: 3 clusters Score -4669640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4669654.000000 Penalty: 5210.948242
	Iteration 16Q: 3 clusters Score -4669654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4669664.000000 Penalty: 5210.948242
	Iteration 17Q: 3 clusters Score -4669664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4669669.500000 Penalty: 5210.948242
	Iteration 18Q: 3 clusters Score -4669670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4669672.500000 Penalty: 5210.948242
	Iteration 19Q: 3 clusters Score -4669672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4669672.500000 Penalty: 5210.948242
	Iteration 20F: 3 clusters Score -4669672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216202 members 
Entering Unmasked Estep 
Score: -27775038.000000 Penalty: 3046.424072
	Iteration 0F: 2 clusters Score -2.777504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -27638036.000000 Penalty: 6092.848145
	Iteration 0F: 3 clusters Score -2.763804e+07 nChanged 104331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105155 members 
Mstep: Class 2 contains 111047 members 
Entering Unmasked Estep 
Score: -27699064.000000 Penalty: 6092.848145
	Iteration 1F: 3 clusters Score -2.769906e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 112811 members 
Entering Unmasked Estep 
Score: -27700224.000000 Penalty: 6092.848145
	Iteration 2Q: 3 clusters Score -2.770022e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -27702078.000000 Penalty: 6092.848145
	Iteration 3Q: 3 clusters Score -2.770208e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 119576 members 
Entering Unmasked Estep 
Score: -27704382.000000 Penalty: 6092.848145
	Iteration 4Q: 3 clusters Score -2.770438e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -27707996.000000 Penalty: 6092.848145
	Iteration 5Q: 3 clusters Score -2.7708e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 133876 members 
Entering Unmasked Estep 
Score: -27713578.000000 Penalty: 6092.848145
	Iteration 6F: 3 clusters Score -2.771358e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 144671 members 
Entering Unmasked Estep 
Score: -27722246.000000 Penalty: 6092.848145
	Iteration 7F: 3 clusters Score -2.772225e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -27733486.000000 Penalty: 6092.848145
	Iteration 8F: 3 clusters Score -2.773349e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 168515 members 
Entering Unmasked Estep 
Score: -27744578.000000 Penalty: 6092.848145
	Iteration 9F: 3 clusters Score -2.774458e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -27752716.000000 Penalty: 6092.848145
	Iteration 10F: 3 clusters Score -2.775272e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 185755 members 
Entering Unmasked Estep 
Score: -27757512.000000 Penalty: 6092.848145
	Iteration 11Q: 3 clusters Score -2.775751e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 191427 members 
Entering Unmasked Estep 
Score: -27760540.000000 Penalty: 6092.848145
	Iteration 12Q: 3 clusters Score -2.776054e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 196074 members 
Entering Unmasked Estep 
Score: -27762904.000000 Penalty: 6092.848145
	Iteration 13Q: 3 clusters Score -2.77629e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 200021 members 
Entering Unmasked Estep 
Score: -27764470.000000 Penalty: 6092.848145
	Iteration 14Q: 3 clusters Score -2.776447e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 203315 members 
Entering Unmasked Estep 
Score: -27765920.000000 Penalty: 6092.848145
	Iteration 15Q: 3 clusters Score -2.776592e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 206077 members 
Entering Unmasked Estep 
Score: -27766900.000000 Penalty: 6092.848145
	Iteration 16Q: 3 clusters Score -2.77669e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 208299 members 
Entering Unmasked Estep 
Score: -27768196.000000 Penalty: 6092.848145
	Iteration 17Q: 3 clusters Score -2.77682e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 210074 members 
Entering Unmasked Estep 
Score: -27769348.000000 Penalty: 6092.848145
	Iteration 18Q: 3 clusters Score -2.776935e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 211424 members 
Entering Unmasked Estep 
Score: -27770040.000000 Penalty: 6092.848145
	Iteration 19Q: 3 clusters Score -2.777004e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 212421 members 
Entering Unmasked Estep 
Score: -27770654.000000 Penalty: 6092.848145
	Iteration 20F: 3 clusters Score -2.777065e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 213141 members 
Entering Unmasked Estep 
Score: -27771204.000000 Penalty: 6092.848145
	Iteration 21Q: 3 clusters Score -2.77712e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -27771590.000000 Penalty: 6092.848145
	Iteration 22Q: 3 clusters Score -2.777159e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 214047 members 
Entering Unmasked Estep 
Score: -27771846.000000 Penalty: 6092.848145
	Iteration 23Q: 3 clusters Score -2.777185e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 214337 members 
Entering Unmasked Estep 
Score: -27772060.000000 Penalty: 6092.848145
	Iteration 24Q: 3 clusters Score -2.777206e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 214526 members 
Entering Unmasked Estep 
Score: -27772184.000000 Penalty: 6092.848145
	Iteration 25Q: 3 clusters Score -2.777218e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 214643 members 
Entering Unmasked Estep 
Score: -27772262.000000 Penalty: 6092.848145
	Iteration 26Q: 3 clusters Score -2.777226e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 214733 members 
Entering Unmasked Estep 
Score: -27772276.000000 Penalty: 6092.848145
	Iteration 27Q: 3 clusters Score -2.777228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 214805 members 
Entering Unmasked Estep 
Score: -27772322.000000 Penalty: 6092.848145
	Iteration 28Q: 3 clusters Score -2.777232e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 214856 members 
Entering Unmasked Estep 
Score: -27772386.000000 Penalty: 6092.848145
	Iteration 29Q: 3 clusters Score -2.777239e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 214903 members 
Entering Unmasked Estep 
Score: -27772434.000000 Penalty: 6092.848145
	Iteration 30Q: 3 clusters Score -2.777243e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 214931 members 
Entering Unmasked Estep 
Score: -27772480.000000 Penalty: 6092.848145
	Iteration 31Q: 3 clusters Score -2.777248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 214959 members 
Entering Unmasked Estep 
Score: -27772498.000000 Penalty: 6092.848145
	Iteration 32Q: 3 clusters Score -2.77725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 214988 members 
Entering Unmasked Estep 
Score: -27772524.000000 Penalty: 6092.848145
	Iteration 33Q: 3 clusters Score -2.777252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 215017 members 
Entering Unmasked Estep 
Score: -27772520.000000 Penalty: 6092.848145
	Iteration 34Q: 3 clusters Score -2.777252e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 215043 members 
Entering Unmasked Estep 
Score: -27772558.000000 Penalty: 6092.848145
	Iteration 35Q: 3 clusters Score -2.777256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 215064 members 
Entering Unmasked Estep 
Score: -27772600.000000 Penalty: 6092.848145
	Iteration 36Q: 3 clusters Score -2.77726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -27772562.000000 Penalty: 6092.848145
	Iteration 37Q: 3 clusters Score -2.777256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 215103 members 
Entering Unmasked Estep 
Score: -27772584.000000 Penalty: 6092.848145
	Iteration 38Q: 3 clusters Score -2.777258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -27772596.000000 Penalty: 6092.848145
	Iteration 39Q: 3 clusters Score -2.77726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 215133 members 
Entering Unmasked Estep 
Score: -27772614.000000 Penalty: 6092.848145
	Iteration 40F: 3 clusters Score -2.777261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 215140 members 
Entering Unmasked Estep 
Score: -27772636.000000 Penalty: 6092.848145
	Iteration 41Q: 3 clusters Score -2.777264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -27772626.000000 Penalty: 6092.848145
	Iteration 42Q: 3 clusters Score -2.777263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 215172 members 
Entering Unmasked Estep 
Score: -27772650.000000 Penalty: 6092.848145
	Iteration 43Q: 3 clusters Score -2.777265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 215185 members 
Entering Unmasked Estep 
Score: -27772654.000000 Penalty: 6092.848145
	Iteration 44Q: 3 clusters Score -2.777265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 215193 members 
Entering Unmasked Estep 
Score: -27772658.000000 Penalty: 6092.848145
	Iteration 45Q: 3 clusters Score -2.777266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 215201 members 
Entering Unmasked Estep 
Score: -27772652.000000 Penalty: 6092.848145
	Iteration 46Q: 3 clusters Score -2.777265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 215208 members 
Entering Unmasked Estep 
Score: -27772648.000000 Penalty: 6092.848145
	Iteration 47Q: 3 clusters Score -2.777265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 215210 members 
Entering Unmasked Estep 
Score: -27772670.000000 Penalty: 6092.848145
	Iteration 48Q: 3 clusters Score -2.777267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 215212 members 
Entering Unmasked Estep 
Score: -27772674.000000 Penalty: 6092.848145
	Iteration 49Q: 3 clusters Score -2.777267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 215214 members 
Entering Unmasked Estep 
Score: -27772674.000000 Penalty: 6092.848145
	Iteration 50Q: 3 clusters Score -2.777267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 215218 members 
Entering Unmasked Estep 
Score: -27772694.000000 Penalty: 6092.848145
	Iteration 51Q: 3 clusters Score -2.777269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 215223 members 
Entering Unmasked Estep 
Score: -27772698.000000 Penalty: 6092.848145
	Iteration 52Q: 3 clusters Score -2.77727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 215225 members 
Entering Unmasked Estep 
Score: -27772692.000000 Penalty: 6092.848145
	Iteration 53Q: 3 clusters Score -2.777269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 215226 members 
Entering Unmasked Estep 
Score: -27772686.000000 Penalty: 6092.848145
	Iteration 54Q: 3 clusters Score -2.777269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 215226 members 
Entering Unmasked Estep 
Score: -27772686.000000 Penalty: 6092.848145
	Iteration 55F: 3 clusters Score -2.777269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -455057.375000 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -455057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -451270.593750 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -451270.6 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -452107.468750 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -452107.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -452300.906250 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -452300.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -452421.906250 Penalty: 4080.247803
	Iteration 3Q: 3 clusters Score -452421.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -452533.968750 Penalty: 4080.247803
	Iteration 4Q: 3 clusters Score -452534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -452609.281250 Penalty: 4080.247803
	Iteration 5Q: 3 clusters Score -452609.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -452672.781250 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -452672.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -452732.437500 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -452732.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -452776.562500 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -452776.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -452816.843750 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -452816.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -452849.375000 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -452849.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -452884.375000 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -452884.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -452917.656250 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -452917.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -452945.781250 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -452945.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -452973.343750 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -452973.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -453010.750000 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -453010.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -453044.312500 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -453044.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -453070.312500 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -453070.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -453092.875000 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -453092.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -453113.625000 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -453113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -453130.937500 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -453130.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -453152.093750 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -453152.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -453173.312500 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -453173.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -453198.281250 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -453198.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -453219.312500 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -453219.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -453237.062500 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -453237.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -453264.125000 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -453264.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -453291.750000 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -453291.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -453319.718750 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -453319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -453339.031250 Penalty: 4080.247803
	Iteration 29Q: 3 clusters Score -453339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -453349.125000 Penalty: 4080.247803
	Iteration 30Q: 3 clusters Score -453349.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -453357.343750 Penalty: 4080.247803
	Iteration 31Q: 3 clusters Score -453357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -453367.125000 Penalty: 4080.247803
	Iteration 32Q: 3 clusters Score -453367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -453374.500000 Penalty: 4080.247803
	Iteration 33Q: 3 clusters Score -453374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -453378.343750 Penalty: 4080.247803
	Iteration 34Q: 3 clusters Score -453378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -453382.250000 Penalty: 4080.247803
	Iteration 35Q: 3 clusters Score -453382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -453384.812500 Penalty: 4080.247803
	Iteration 36Q: 3 clusters Score -453384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -453388.031250 Penalty: 4080.247803
	Iteration 37Q: 3 clusters Score -453388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -453390.531250 Penalty: 4080.247803
	Iteration 38Q: 3 clusters Score -453390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -453395.093750 Penalty: 4080.247803
	Iteration 39Q: 3 clusters Score -453395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -453398.562500 Penalty: 4080.247803
	Iteration 40F: 3 clusters Score -453398.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -453401.250000 Penalty: 4080.247803
	Iteration 41Q: 3 clusters Score -453401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -453401.375000 Penalty: 4080.247803
	Iteration 42Q: 3 clusters Score -453401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -453404.312500 Penalty: 4080.247803
	Iteration 43Q: 3 clusters Score -453404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -453406.000000 Penalty: 4080.247803
	Iteration 44Q: 3 clusters Score -453406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -453407.531250 Penalty: 4080.247803
	Iteration 45Q: 3 clusters Score -453407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -453407.531250 Penalty: 4080.247803
	Iteration 46F: 3 clusters Score -453407.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -77203.648438 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -77203.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75589.078125 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75589.08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75960.437500 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75960.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76222.546875 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -76222.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76431.179688 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -76431.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76523.273438 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -76523.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76576.234375 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76576.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76650.273438 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76650.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76672.187500 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76672.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76688.882812 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76688.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76720.484375 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76720.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -76739.960938 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76739.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76744.000000 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76744.000000 Penalty: 3229.825684
	Iteration 12F: 3 clusters Score -76744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57379.570312 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57379.57 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 281 members 
Entering Unmasked Estep 
Score: -55804.566406 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55804.57 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56117.601562 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56117.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56290.355469 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56290.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56406.128906 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56406.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56462.019531 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56462.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56498.703125 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56498.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56541.691406 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56541.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56581.671875 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56581.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56627.304688 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56745.808594 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56745.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57114.960938 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -57114.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57216.941406 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -57216.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57273.910156 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -57273.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57315.699219 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -57315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57373.000000 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -57373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -57439.222656 Penalty: 3131.519775
	Iteration 15Q: 3 clusters Score -57439.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57458.945312 Penalty: 3131.519775
	Iteration 16Q: 3 clusters Score -57458.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57490.480469 Penalty: 3131.519775
	Iteration 17Q: 3 clusters Score -57490.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57495.734375 Penalty: 3131.519775
	Iteration 18Q: 3 clusters Score -57495.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57495.734375 Penalty: 3131.519775
	Iteration 19F: 3 clusters Score -57495.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 143 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683104.000000 Penalty: 65918.976562
Splitting cluster 15 changes total score from -149684944.000000 to -149683104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -9835.931641 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -9835.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8986.882812 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -8986.883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9004.140625 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -9004.141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9011.782227 Penalty: 2308.364258
	Iteration 2Q: 3 clusters Score -9011.782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -9011.782227 Penalty: 2308.364258
	Iteration 3F: 3 clusters Score -9011.782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -81942.671875 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -81942.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80195.414062 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -80195.41 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80594.773438 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -80594.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80833.601562 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -80833.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80992.695312 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -80992.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81199.640625 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -81199.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81284.554688 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -81284.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81323.437500 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -81323.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81388.968750 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -81388.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81490.851562 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -81490.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81552.679688 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -81552.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81601.015625 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -81601.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81666.554688 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -81666.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81741.164062 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -81741.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81870.976562 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -81870.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81949.164062 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -81949.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82001.320312 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -82001.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82063.953125 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -82063.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82151.257812 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -82151.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82187.984375 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -82187.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82235.835938 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -82235.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82303.351562 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -82303.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82533.187500 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -82533.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82533.187500 Penalty: 3292.729736
	Iteration 22F: 3 clusters Score -82533.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 173020 members 
Mstep: Class 4 contains 223962 members 
Mstep: Class 5 contains 62452 members 
Mstep: Class 6 contains 174315 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 49422 members 
Mstep: Class 10 contains 56157 members 
Mstep: Class 11 contains 36532 members 
Mstep: Class 12 contains 216202 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 105 members 
Mstep: Class 17 contains 394 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 624 members 
Entering Unmasked Estep 
Score: -149683728.000000 Penalty: 65918.976562
Splitting cluster 20 changes total score from -149684944.000000 to -149683728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -68612.554688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -68612.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67043.437500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67043.44 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67374.835938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -67374.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67546.546875 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -67546.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67612.484375 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -67612.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67675.929688 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -67675.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67711.609375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -67711.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67734.953125 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -67734.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67748.960938 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -67748.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67748.960938 Penalty: 3192.330566
	Iteration 8F: 3 clusters Score -67748.96 nChanged 0
--- Evaluating fit on full set of 3570476 points ---
Entering Unmasked Estep 
Score: -450851904.000000 Penalty: 67353.765625
22->19 Clusters: Score -450851904.000000, best is -451465536.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1190158 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 54113 members 
Mstep: Class 3 contains 54173 members 
Mstep: Class 4 contains 54002 members 
Mstep: Class 5 contains 54336 members 
Mstep: Class 6 contains 53570 members 
Mstep: Class 7 contains 54219 members 
Mstep: Class 8 contains 54020 members 
Mstep: Class 9 contains 54020 members 
Mstep: Class 10 contains 54213 members 
Mstep: Class 11 contains 53825 members 
Mstep: Class 12 contains 54459 members 
Mstep: Class 13 contains 54290 members 
Mstep: Class 14 contains 54130 members 
Mstep: Class 15 contains 54217 members 
Mstep: Class 16 contains 53938 members 
Mstep: Class 17 contains 53992 members 
Mstep: Class 18 contains 53704 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 54407 members 
Mstep: Class 21 contains 54358 members 
Mstep: Class 22 contains 54125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 149.816437 but Gain 3469.414062
Score: -144242224.000000 Penalty: 72857.820312
Iteration 0F: 22 clusters Score -1.442422e+08 nChanged 1133886
Entering Unmasked Mstep 
Mstep: Class 0 contains 2877 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 33045 members 
Mstep: Class 3 contains 35950 members 
Mstep: Class 4 contains 58500 members 
Mstep: Class 5 contains 30037 members 
Mstep: Class 6 contains 55669 members 
Mstep: Class 7 contains 32256 members 
Mstep: Class 8 contains 85874 members 
Mstep: Class 9 contains 190119 members 
Mstep: Class 10 contains 169235 members 
Mstep: Class 11 contains 10231 members 
Mstep: Class 12 contains 30583 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 91321 members 
Mstep: Class 15 contains 36808 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 15564 members 
Mstep: Class 19 contains 80369 members 
Mstep: Class 20 contains 44394 members 
Mstep: Class 21 contains 66074 members 
Mstep: Class 22 contains 65957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148047664.000000 Penalty: 72857.820312
Iteration 1F: 22 clusters Score -1.480477e+08 nChanged 406793
Entering Unmasked Mstep 
Mstep: Class 0 contains 2777 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 24334 members 
Mstep: Class 3 contains 29224 members 
Mstep: Class 4 contains 40236 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 39935 members 
Mstep: Class 7 contains 42109 members 
Mstep: Class 8 contains 79915 members 
Mstep: Class 9 contains 267618 members 
Mstep: Class 10 contains 257044 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 23023 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 78551 members 
Mstep: Class 15 contains 23168 members 
Mstep: Class 17 contains 21437 members 
Mstep: Class 18 contains 12342 members 
Mstep: Class 19 contains 78767 members 
Mstep: Class 20 contains 30479 members 
Mstep: Class 21 contains 51055 members 
Mstep: Class 22 contains 61656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2465.436523 but Gain 3469.421875
Score: -148471904.000000 Penalty: 69388.398438
Iteration 2F: 21 clusters Score -1.484719e+08 nChanged 280308
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 2 contains 18127 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 27595 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 26274 members 
Mstep: Class 7 contains 51667 members 
Mstep: Class 8 contains 77272 members 
Mstep: Class 9 contains 284888 members 
Mstep: Class 10 contains 326902 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 16631 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 77522 members 
Mstep: Class 15 contains 15334 members 
Mstep: Class 17 contains 15597 members 
Mstep: Class 18 contains 12260 members 
Mstep: Class 19 contains 75178 members 
Mstep: Class 20 contains 25968 members 
Mstep: Class 21 contains 43278 members 
Mstep: Class 22 contains 56843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2575.504639 but Gain 3469.421875
Score: -148633088.000000 Penalty: 65918.976562
Iteration 3F: 20 clusters Score -1.486331e+08 nChanged 200437
Entering Unmasked Mstep 
Mstep: Class 0 contains 2269 members 
Mstep: Class 2 contains 14834 members 
Mstep: Class 3 contains 28087 members 
Mstep: Class 4 contains 19217 members 
Mstep: Class 6 contains 16940 members 
Mstep: Class 7 contains 52051 members 
Mstep: Class 8 contains 81334 members 
Mstep: Class 9 contains 278648 members 
Mstep: Class 10 contains 354759 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 90968 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 17 contains 13126 members 
Mstep: Class 18 contains 14653 members 
Mstep: Class 19 contains 76146 members 
Mstep: Class 20 contains 26868 members 
Mstep: Class 21 contains 41413 members 
Mstep: Class 22 contains 54606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148806448.000000 Penalty: 65918.976562
Iteration 4F: 20 clusters Score -1.488064e+08 nChanged 172483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1995 members 
Mstep: Class 2 contains 12583 members 
Mstep: Class 3 contains 28686 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 6 contains 10336 members 
Mstep: Class 7 contains 49385 members 
Mstep: Class 8 contains 86252 members 
Mstep: Class 9 contains 265562 members 
Mstep: Class 10 contains 372534 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 108509 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 17 contains 10432 members 
Mstep: Class 18 contains 18483 members 
Mstep: Class 19 contains 76704 members 
Mstep: Class 20 contains 28372 members 
Mstep: Class 21 contains 40665 members 
Mstep: Class 22 contains 51503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148910672.000000 Penalty: 65918.976562
Iteration 5F: 20 clusters Score -1.489107e+08 nChanged 153731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1733 members 
Mstep: Class 2 contains 11191 members 
Mstep: Class 3 contains 29953 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 6 contains 7031 members 
Mstep: Class 7 contains 46013 members 
Mstep: Class 8 contains 92917 members 
Mstep: Class 9 contains 259286 members 
Mstep: Class 10 contains 364214 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 1037 members 
Mstep: Class 14 contains 130880 members 
Mstep: Class 15 contains 4872 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 23804 members 
Mstep: Class 19 contains 77520 members 
Mstep: Class 20 contains 30261 members 
Mstep: Class 21 contains 40257 members 
Mstep: Class 22 contains 49593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2937.864258 but Gain 3469.417969
Score: -149058768.000000 Penalty: 62449.558594
Iteration 6F: 19 clusters Score -1.490588e+08 nChanged 133786
Entering Unmasked Mstep 
Mstep: Class 0 contains 852 members 
Mstep: Class 2 contains 10298 members 
Mstep: Class 3 contains 31743 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 43231 members 
Mstep: Class 8 contains 100146 members 
Mstep: Class 9 contains 246329 members 
Mstep: Class 10 contains 352906 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 3809 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 155866 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 29983 members 
Mstep: Class 19 contains 77898 members 
Mstep: Class 20 contains 31659 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 48886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2516.674316 but Gain 3469.421875
Score: -149209872.000000 Penalty: 58980.136719
Iteration 7F: 18 clusters Score -1.492099e+08 nChanged 120580
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 2 contains 9467 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 41625 members 
Mstep: Class 8 contains 106790 members 
Mstep: Class 9 contains 231835 members 
Mstep: Class 10 contains 339335 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 2847 members 
Mstep: Class 13 contains 2481 members 
Mstep: Class 14 contains 178864 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 36141 members 
Mstep: Class 19 contains 77197 members 
Mstep: Class 20 contains 32528 members 
Mstep: Class 21 contains 39563 members 
Mstep: Class 22 contains 48701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1678.142944 but Gain 3469.417969
Score: -149286192.000000 Penalty: 55510.718750
Iteration 8F: 17 clusters Score -1.492862e+08 nChanged 111880
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 35963 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 40859 members 
Mstep: Class 8 contains 114739 members 
Mstep: Class 9 contains 219103 members 
Mstep: Class 10 contains 319414 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 200983 members 
Mstep: Class 18 contains 42022 members 
Mstep: Class 19 contains 76589 members 
Mstep: Class 20 contains 33226 members 
Mstep: Class 21 contains 38526 members 
Mstep: Class 22 contains 49654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2012.651123 but Gain 3469.421875
Score: -149335872.000000 Penalty: 52041.296875
Iteration 9F: 16 clusters Score -1.493359e+08 nChanged 104456
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 2 contains 7721 members 
Mstep: Class 3 contains 38610 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 40943 members 
Mstep: Class 8 contains 125052 members 
Mstep: Class 9 contains 208872 members 
Mstep: Class 10 contains 293114 members 
Mstep: Class 11 contains 770 members 
Mstep: Class 13 contains 2504 members 
Mstep: Class 14 contains 220727 members 
Mstep: Class 18 contains 47924 members 
Mstep: Class 19 contains 76674 members 
Mstep: Class 20 contains 33815 members 
Mstep: Class 21 contains 36807 members 
Mstep: Class 22 contains 51788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149391488.000000 Penalty: 52041.296875
Iteration 10F: 16 clusters Score -1.493915e+08 nChanged 89278
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 40834 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 41730 members 
Mstep: Class 8 contains 136263 members 
Mstep: Class 9 contains 200538 members 
Mstep: Class 10 contains 264687 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 238209 members 
Mstep: Class 18 contains 53745 members 
Mstep: Class 19 contains 76511 members 
Mstep: Class 20 contains 34058 members 
Mstep: Class 21 contains 34373 members 
Mstep: Class 22 contains 54426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149435648.000000 Penalty: 52041.296875
Iteration 11F: 16 clusters Score -1.494356e+08 nChanged 80214
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 3 contains 42823 members 
Mstep: Class 6 contains 4435 members 
Mstep: Class 7 contains 42911 members 
Mstep: Class 8 contains 148104 members 
Mstep: Class 9 contains 192001 members 
Mstep: Class 10 contains 237715 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 253933 members 
Mstep: Class 18 contains 59254 members 
Mstep: Class 19 contains 76922 members 
Mstep: Class 20 contains 33867 members 
Mstep: Class 21 contains 31606 members 
Mstep: Class 22 contains 57305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149479840.000000 Penalty: 52041.296875
Iteration 12F: 16 clusters Score -1.494798e+08 nChanged 70150
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 44194 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 44355 members 
Mstep: Class 8 contains 159108 members 
Mstep: Class 9 contains 183420 members 
Mstep: Class 10 contains 216088 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 267054 members 
Mstep: Class 18 contains 64339 members 
Mstep: Class 19 contains 77062 members 
Mstep: Class 20 contains 33202 members 
Mstep: Class 21 contains 28778 members 
Mstep: Class 22 contains 59849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149516672.000000 Penalty: 52041.296875
Iteration 13F: 16 clusters Score -1.495167e+08 nChanged 60707
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 2 contains 3734 members 
Mstep: Class 3 contains 45035 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 45946 members 
Mstep: Class 8 contains 168827 members 
Mstep: Class 9 contains 175200 members 
Mstep: Class 10 contains 200718 members 
Mstep: Class 11 contains 777 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 277482 members 
Mstep: Class 18 contains 68622 members 
Mstep: Class 19 contains 76893 members 
Mstep: Class 20 contains 31926 members 
Mstep: Class 21 contains 26039 members 
Mstep: Class 22 contains 61680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3274.664062 but Gain 3469.417969
Score: -149541872.000000 Penalty: 48571.878906
Iteration 14F: 15 clusters Score -1.495419e+08 nChanged 56843
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 3 contains 45681 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 47481 members 
Mstep: Class 8 contains 178728 members 
Mstep: Class 9 contains 168083 members 
Mstep: Class 10 contains 189519 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 285796 members 
Mstep: Class 18 contains 72920 members 
Mstep: Class 19 contains 76866 members 
Mstep: Class 20 contains 30291 members 
Mstep: Class 21 contains 23844 members 
Mstep: Class 22 contains 62890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149560736.000000 Penalty: 48571.878906
Iteration 15Q: 15 clusters Score -1.495607e+08 nChanged 49652
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 3 contains 45660 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 49003 members 
Mstep: Class 8 contains 188988 members 
Mstep: Class 9 contains 160609 members 
Mstep: Class 10 contains 181454 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 290471 members 
Mstep: Class 18 contains 75797 members 
Mstep: Class 19 contains 76025 members 
Mstep: Class 20 contains 28567 members 
Mstep: Class 21 contains 22121 members 
Mstep: Class 22 contains 63400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149569392.000000 Penalty: 48571.878906
Iteration 16Q: 15 clusters Score -1.495694e+08 nChanged 48581
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 3 contains 45438 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 50335 members 
Mstep: Class 8 contains 200757 members 
Mstep: Class 9 contains 153143 members 
Mstep: Class 10 contains 174818 members 
Mstep: Class 11 contains 784 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 293468 members 
Mstep: Class 18 contains 78221 members 
Mstep: Class 19 contains 74557 members 
Mstep: Class 20 contains 27047 members 
Mstep: Class 21 contains 20927 members 
Mstep: Class 22 contains 63382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149573680.000000 Penalty: 48571.878906
Iteration 17Q: 15 clusters Score -1.495737e+08 nChanged 48445
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 51518 members 
Mstep: Class 8 contains 212741 members 
Mstep: Class 9 contains 144998 members 
Mstep: Class 10 contains 169556 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 13 contains 2506 members 
Mstep: Class 14 contains 295163 members 
Mstep: Class 18 contains 80628 members 
Mstep: Class 19 contains 72784 members 
Mstep: Class 20 contains 25849 members 
Mstep: Class 21 contains 20136 members 
Mstep: Class 22 contains 63384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149576272.000000 Penalty: 48571.878906
Iteration 18Q: 15 clusters Score -1.495763e+08 nChanged 47501
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 3 contains 45423 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 52485 members 
Mstep: Class 8 contains 222974 members 
Mstep: Class 9 contains 137157 members 
Mstep: Class 10 contains 165330 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 296484 members 
Mstep: Class 18 contains 83134 members 
Mstep: Class 19 contains 71093 members 
Mstep: Class 20 contains 24945 members 
Mstep: Class 21 contains 19625 members 
Mstep: Class 22 contains 63441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149574848.000000 Penalty: 48571.878906
Iteration 19Q: 15 clusters Score -1.495748e+08 nChanged 45170
Entering Unmasked Mstep 
Mstep: Class 0 contains 350 members 
Mstep: Class 3 contains 45796 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 53413 members 
Mstep: Class 8 contains 229683 members 
Mstep: Class 9 contains 130427 members 
Mstep: Class 10 contains 162657 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 297895 members 
Mstep: Class 18 contains 85590 members 
Mstep: Class 19 contains 69462 members 
Mstep: Class 20 contains 24199 members 
Mstep: Class 21 contains 19311 members 
Mstep: Class 22 contains 63660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149575952.000000 Penalty: 48571.878906
Iteration 20F: 15 clusters Score -1.49576e+08 nChanged 41411
Entering Unmasked Mstep 
Mstep: Class 0 contains 349 members 
Mstep: Class 3 contains 46377 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 54284 members 
Mstep: Class 8 contains 232168 members 
Mstep: Class 9 contains 125444 members 
Mstep: Class 10 contains 161034 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 299962 members 
Mstep: Class 18 contains 87934 members 
Mstep: Class 19 contains 68151 members 
Mstep: Class 20 contains 23552 members 
Mstep: Class 21 contains 19055 members 
Mstep: Class 22 contains 64119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149577392.000000 Penalty: 48571.878906
Iteration 21Q: 15 clusters Score -1.495774e+08 nChanged 37494
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 47288 members 
Mstep: Class 6 contains 4406 members 
Mstep: Class 7 contains 55154 members 
Mstep: Class 8 contains 230119 members 
Mstep: Class 9 contains 122205 members 
Mstep: Class 10 contains 160904 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 302611 members 
Mstep: Class 18 contains 90044 members 
Mstep: Class 19 contains 67149 members 
Mstep: Class 20 contains 22961 members 
Mstep: Class 21 contains 18816 members 
Mstep: Class 22 contains 64801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149579856.000000 Penalty: 48571.878906
Iteration 22Q: 15 clusters Score -1.495799e+08 nChanged 33263
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 48465 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 56035 members 
Mstep: Class 8 contains 224964 members 
Mstep: Class 9 contains 120318 members 
Mstep: Class 10 contains 161973 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 305291 members 
Mstep: Class 18 contains 91944 members 
Mstep: Class 19 contains 66268 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 18723 members 
Mstep: Class 22 contains 65667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149583168.000000 Penalty: 48571.878906
Iteration 23Q: 15 clusters Score -1.495832e+08 nChanged 29981
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 49614 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 56948 members 
Mstep: Class 8 contains 218046 members 
Mstep: Class 9 contains 119629 members 
Mstep: Class 10 contains 163856 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 307849 members 
Mstep: Class 18 contains 93506 members 
Mstep: Class 19 contains 65505 members 
Mstep: Class 20 contains 21817 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 66673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149587968.000000 Penalty: 48571.878906
Iteration 24Q: 15 clusters Score -1.49588e+08 nChanged 27521
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 50901 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 57883 members 
Mstep: Class 8 contains 210299 members 
Mstep: Class 9 contains 119927 members 
Mstep: Class 10 contains 166137 members 
Mstep: Class 11 contains 874 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 309852 members 
Mstep: Class 18 contains 94813 members 
Mstep: Class 19 contains 64778 members 
Mstep: Class 20 contains 21156 members 
Mstep: Class 21 contains 18483 members 
Mstep: Class 22 contains 67802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149593216.000000 Penalty: 48571.878906
Iteration 25Q: 15 clusters Score -1.495932e+08 nChanged 25644
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 52240 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 58742 members 
Mstep: Class 8 contains 202094 members 
Mstep: Class 9 contains 120992 members 
Mstep: Class 10 contains 168559 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 311388 members 
Mstep: Class 18 contains 95882 members 
Mstep: Class 19 contains 64277 members 
Mstep: Class 20 contains 20401 members 
Mstep: Class 21 contains 18374 members 
Mstep: Class 22 contains 69079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149599696.000000 Penalty: 48571.878906
Iteration 26Q: 15 clusters Score -1.495997e+08 nChanged 23529
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 53492 members 
Mstep: Class 6 contains 4401 members 
Mstep: Class 7 contains 59509 members 
Mstep: Class 8 contains 195323 members 
Mstep: Class 9 contains 122347 members 
Mstep: Class 10 contains 170604 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 312065 members 
Mstep: Class 18 contains 96698 members 
Mstep: Class 19 contains 63803 members 
Mstep: Class 20 contains 19555 members 
Mstep: Class 21 contains 18295 members 
Mstep: Class 22 contains 70334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149604016.000000 Penalty: 48571.878906
Iteration 27Q: 15 clusters Score -1.49604e+08 nChanged 21785
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 54791 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 60191 members 
Mstep: Class 8 contains 189999 members 
Mstep: Class 9 contains 123987 members 
Mstep: Class 10 contains 172439 members 
Mstep: Class 11 contains 878 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 311742 members 
Mstep: Class 18 contains 97273 members 
Mstep: Class 19 contains 63261 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 18231 members 
Mstep: Class 22 contains 71570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149608992.000000 Penalty: 48571.878906
Iteration 28Q: 15 clusters Score -1.49609e+08 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 56061 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 60746 members 
Mstep: Class 8 contains 185882 members 
Mstep: Class 9 contains 125902 members 
Mstep: Class 10 contains 173869 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 310720 members 
Mstep: Class 18 contains 97708 members 
Mstep: Class 19 contains 62687 members 
Mstep: Class 20 contains 17437 members 
Mstep: Class 21 contains 18172 members 
Mstep: Class 22 contains 72835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149611552.000000 Penalty: 48571.878906
Iteration 29Q: 15 clusters Score -1.496116e+08 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 57331 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 61163 members 
Mstep: Class 8 contains 182671 members 
Mstep: Class 9 contains 127737 members 
Mstep: Class 10 contains 175039 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 309244 members 
Mstep: Class 18 contains 98143 members 
Mstep: Class 19 contains 62120 members 
Mstep: Class 20 contains 16264 members 
Mstep: Class 21 contains 18127 members 
Mstep: Class 22 contains 74176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149614592.000000 Penalty: 48571.878906
Iteration 30Q: 15 clusters Score -1.496146e+08 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 58585 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 61506 members 
Mstep: Class 8 contains 180298 members 
Mstep: Class 9 contains 129768 members 
Mstep: Class 10 contains 175872 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 307285 members 
Mstep: Class 18 contains 98534 members 
Mstep: Class 19 contains 61467 members 
Mstep: Class 20 contains 15094 members 
Mstep: Class 21 contains 18122 members 
Mstep: Class 22 contains 75482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149616896.000000 Penalty: 48571.878906
Iteration 31Q: 15 clusters Score -1.496169e+08 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 59959 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 61776 members 
Mstep: Class 8 contains 178542 members 
Mstep: Class 9 contains 131755 members 
Mstep: Class 10 contains 176670 members 
Mstep: Class 11 contains 882 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 304894 members 
Mstep: Class 18 contains 98856 members 
Mstep: Class 19 contains 60708 members 
Mstep: Class 20 contains 13896 members 
Mstep: Class 21 contains 18116 members 
Mstep: Class 22 contains 76844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149620032.000000 Penalty: 48571.878906
Iteration 32Q: 15 clusters Score -1.4962e+08 nChanged 17030
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 61413 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 61973 members 
Mstep: Class 8 contains 177137 members 
Mstep: Class 9 contains 133767 members 
Mstep: Class 10 contains 177384 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 302349 members 
Mstep: Class 18 contains 99196 members 
Mstep: Class 19 contains 59993 members 
Mstep: Class 20 contains 12685 members 
Mstep: Class 21 contains 18092 members 
Mstep: Class 22 contains 78024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149622432.000000 Penalty: 48571.878906
Iteration 33Q: 15 clusters Score -1.496224e+08 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 62930 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 62108 members 
Mstep: Class 8 contains 175897 members 
Mstep: Class 9 contains 135639 members 
Mstep: Class 10 contains 178027 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 299685 members 
Mstep: Class 18 contains 99539 members 
Mstep: Class 19 contains 59324 members 
Mstep: Class 20 contains 11492 members 
Mstep: Class 21 contains 18107 members 
Mstep: Class 22 contains 79264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149624736.000000 Penalty: 48571.878906
Iteration 34Q: 15 clusters Score -1.496247e+08 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 64553 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 62199 members 
Mstep: Class 8 contains 174899 members 
Mstep: Class 9 contains 137466 members 
Mstep: Class 10 contains 178617 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 297030 members 
Mstep: Class 18 contains 99780 members 
Mstep: Class 19 contains 58641 members 
Mstep: Class 20 contains 10318 members 
Mstep: Class 21 contains 18127 members 
Mstep: Class 22 contains 80383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149626336.000000 Penalty: 48571.878906
Iteration 35Q: 15 clusters Score -1.496263e+08 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 66257 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 62224 members 
Mstep: Class 8 contains 174123 members 
Mstep: Class 9 contains 139255 members 
Mstep: Class 10 contains 179189 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 294532 members 
Mstep: Class 18 contains 99946 members 
Mstep: Class 19 contains 57894 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 18111 members 
Mstep: Class 22 contains 81368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149628352.000000 Penalty: 48571.878906
Iteration 36Q: 15 clusters Score -1.496284e+08 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 68021 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 62230 members 
Mstep: Class 8 contains 173423 members 
Mstep: Class 9 contains 140878 members 
Mstep: Class 10 contains 179655 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 292171 members 
Mstep: Class 18 contains 100070 members 
Mstep: Class 19 contains 57226 members 
Mstep: Class 20 contains 8003 members 
Mstep: Class 21 contains 18056 members 
Mstep: Class 22 contains 82284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149630416.000000 Penalty: 48571.878906
Iteration 37Q: 15 clusters Score -1.496304e+08 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 69833 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 62247 members 
Mstep: Class 8 contains 172797 members 
Mstep: Class 9 contains 142436 members 
Mstep: Class 10 contains 180057 members 
Mstep: Class 11 contains 868 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 289786 members 
Mstep: Class 18 contains 100194 members 
Mstep: Class 19 contains 56546 members 
Mstep: Class 20 contains 6929 members 
Mstep: Class 21 contains 18045 members 
Mstep: Class 22 contains 83149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149632144.000000 Penalty: 48571.878906
Iteration 38Q: 15 clusters Score -1.496321e+08 nChanged 13159
Entering ConstructFrom: 
Score: -149632144.000000 Penalty: 48571.878906
Entering ConstructFrom: 
Trying to split cluster 3 (71660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Entering Unmasked Estep 
Score: -9220862.000000 Penalty: 2772.562744
	Iteration 0F: 2 clusters Score -9220862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -9172606.000000 Penalty: 5545.125488
	Iteration 0F: 3 clusters Score -9172606 nChanged 33738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -9191900.000000 Penalty: 5545.125488
	Iteration 1F: 3 clusters Score -9191900 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -9192934.000000 Penalty: 5545.125488
	Iteration 2Q: 3 clusters Score -9192934 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -9194344.000000 Penalty: 5545.125488
	Iteration 3Q: 3 clusters Score -9194344 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -9196207.000000 Penalty: 5545.125488
	Iteration 4F: 3 clusters Score -9196207 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -9198985.000000 Penalty: 5545.125488
	Iteration 5F: 3 clusters Score -9198985 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -9202558.000000 Penalty: 5545.125488
	Iteration 6F: 3 clusters Score -9202558 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -9206222.000000 Penalty: 5545.125488
	Iteration 7F: 3 clusters Score -9206222 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -9209360.000000 Penalty: 5545.125488
	Iteration 8F: 3 clusters Score -9209360 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -9211578.000000 Penalty: 5545.125488
	Iteration 9Q: 3 clusters Score -9211578 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -9213280.000000 Penalty: 5545.125488
	Iteration 10Q: 3 clusters Score -9213280 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -9214708.000000 Penalty: 5545.125488
	Iteration 11Q: 3 clusters Score -9214708 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -9216020.000000 Penalty: 5545.125488
	Iteration 12Q: 3 clusters Score -9216020 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -9217090.000000 Penalty: 5545.125488
	Iteration 13Q: 3 clusters Score -9217090 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -9217842.000000 Penalty: 5545.125488
	Iteration 14Q: 3 clusters Score -9217842 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -9218297.000000 Penalty: 5545.125488
	Iteration 15Q: 3 clusters Score -9218297 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -9218579.000000 Penalty: 5545.125488
	Iteration 16Q: 3 clusters Score -9218579 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -9218764.000000 Penalty: 5545.125488
	Iteration 17Q: 3 clusters Score -9218764 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -9218880.000000 Penalty: 5545.125488
	Iteration 18Q: 3 clusters Score -9218880 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -9218986.000000 Penalty: 5545.125488
	Iteration 19Q: 3 clusters Score -9218986 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -9219106.000000 Penalty: 5545.125488
	Iteration 20F: 3 clusters Score -9219106 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -9219234.000000 Penalty: 5545.125488
	Iteration 21Q: 3 clusters Score -9219234 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -9219292.000000 Penalty: 5545.125488
	Iteration 22Q: 3 clusters Score -9219292 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -9219344.000000 Penalty: 5545.125488
	Iteration 23Q: 3 clusters Score -9219344 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -9219395.000000 Penalty: 5545.125488
	Iteration 24Q: 3 clusters Score -9219395 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -9219479.000000 Penalty: 5545.125488
	Iteration 25Q: 3 clusters Score -9219479 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -9219517.000000 Penalty: 5545.125488
	Iteration 26Q: 3 clusters Score -9219517 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -9219570.000000 Penalty: 5545.125488
	Iteration 27Q: 3 clusters Score -9219570 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -9219660.000000 Penalty: 5545.125488
	Iteration 28Q: 3 clusters Score -9219660 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -9219678.000000 Penalty: 5545.125488
	Iteration 29Q: 3 clusters Score -9219678 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -9219666.000000 Penalty: 5545.125488
	Iteration 30Q: 3 clusters Score -9219666 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -9219723.000000 Penalty: 5545.125488
	Iteration 31Q: 3 clusters Score -9219723 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -9219770.000000 Penalty: 5545.125488
	Iteration 32Q: 3 clusters Score -9219770 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -9219789.000000 Penalty: 5545.125488
	Iteration 33Q: 3 clusters Score -9219789 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -9219795.000000 Penalty: 5545.125488
	Iteration 34Q: 3 clusters Score -9219795 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -9219805.000000 Penalty: 5545.125488
	Iteration 35Q: 3 clusters Score -9219805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -9219806.000000 Penalty: 5545.125488
	Iteration 36Q: 3 clusters Score -9219806 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -9219799.000000 Penalty: 5545.125488
	Iteration 37Q: 3 clusters Score -9219799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -9219809.000000 Penalty: 5545.125488
	Iteration 38Q: 3 clusters Score -9219809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -9219837.000000 Penalty: 5545.125488
	Iteration 39Q: 3 clusters Score -9219837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -9219842.000000 Penalty: 5545.125488
	Iteration 40F: 3 clusters Score -9219842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -9219864.000000 Penalty: 5545.125488
	Iteration 41Q: 3 clusters Score -9219864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -9219843.000000 Penalty: 5545.125488
	Iteration 42Q: 3 clusters Score -9219843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -9219828.000000 Penalty: 5545.125488
	Iteration 43Q: 3 clusters Score -9219828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9219828.000000 Penalty: 5545.125488
	Iteration 44Q: 3 clusters Score -9219828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -9219839.000000 Penalty: 5545.125488
	Iteration 45Q: 3 clusters Score -9219839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -9219850.000000 Penalty: 5545.125488
	Iteration 46Q: 3 clusters Score -9219850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -9219853.000000 Penalty: 5545.125488
	Iteration 47Q: 3 clusters Score -9219853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -9219847.000000 Penalty: 5545.125488
	Iteration 48Q: 3 clusters Score -9219847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -9219843.000000 Penalty: 5545.125488
	Iteration 49Q: 3 clusters Score -9219843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -9219843.000000 Penalty: 5545.125488
	Iteration 50Q: 3 clusters Score -9219843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9219829.000000 Penalty: 5545.125488
	Iteration 51Q: 3 clusters Score -9219829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -9219849.000000 Penalty: 5545.125488
	Iteration 52Q: 3 clusters Score -9219849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -9219837.000000 Penalty: 5545.125488
	Iteration 53Q: 3 clusters Score -9219837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -9219835.000000 Penalty: 5545.125488
	Iteration 54Q: 3 clusters Score -9219835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -9219842.000000 Penalty: 5545.125488
	Iteration 55Q: 3 clusters Score -9219842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -9219840.000000 Penalty: 5545.125488
	Iteration 56Q: 3 clusters Score -9219840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -9219848.000000 Penalty: 5545.125488
	Iteration 57Q: 3 clusters Score -9219848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -9219856.000000 Penalty: 5545.125488
	Iteration 58Q: 3 clusters Score -9219856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -9219846.000000 Penalty: 5545.125488
	Iteration 59Q: 3 clusters Score -9219846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -9219849.000000 Penalty: 5545.125488
	Iteration 60F: 3 clusters Score -9219849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -9219842.000000 Penalty: 5545.125488
	Iteration 61Q: 3 clusters Score -9219842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -9219848.000000 Penalty: 5545.125488
	Iteration 62Q: 3 clusters Score -9219848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -9219843.000000 Penalty: 5545.125488
	Iteration 63Q: 3 clusters Score -9219843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -9219852.000000 Penalty: 5545.125488
	Iteration 64Q: 3 clusters Score -9219852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -9219848.000000 Penalty: 5545.125488
	Iteration 65Q: 3 clusters Score -9219848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -9219843.000000 Penalty: 5545.125488
	Iteration 66Q: 3 clusters Score -9219843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -9219854.000000 Penalty: 5545.125488
	Iteration 67Q: 3 clusters Score -9219854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -9219842.000000 Penalty: 5545.125488
	Iteration 68Q: 3 clusters Score -9219842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -9219835.000000 Penalty: 5545.125488
	Iteration 69Q: 3 clusters Score -9219835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -9219835.000000 Penalty: 5545.125488
	Iteration 70Q: 3 clusters Score -9219835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -9219838.000000 Penalty: 5545.125488
	Iteration 71Q: 3 clusters Score -9219838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -9219846.000000 Penalty: 5545.125488
	Iteration 72Q: 3 clusters Score -9219846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -9219846.000000 Penalty: 5545.125488
	Iteration 73Q: 3 clusters Score -9219846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -9219838.000000 Penalty: 5545.125488
	Iteration 74Q: 3 clusters Score -9219838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -9219837.000000 Penalty: 5545.125488
	Iteration 75Q: 3 clusters Score -9219837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -9219838.000000 Penalty: 5545.125488
	Iteration 76Q: 3 clusters Score -9219838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -9219852.000000 Penalty: 5545.125488
	Iteration 77Q: 3 clusters Score -9219852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -9219861.000000 Penalty: 5545.125488
	Iteration 78Q: 3 clusters Score -9219861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -9219872.000000 Penalty: 5545.125488
	Iteration 79Q: 3 clusters Score -9219872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -9219852.000000 Penalty: 5545.125488
	Iteration 80F: 3 clusters Score -9219852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -9219858.000000 Penalty: 5545.125488
	Iteration 81Q: 3 clusters Score -9219858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -9219847.000000 Penalty: 5545.125488
	Iteration 82Q: 3 clusters Score -9219847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -9219848.000000 Penalty: 5545.125488
	Iteration 83Q: 3 clusters Score -9219848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -9219848.000000 Penalty: 5545.125488
	Iteration 84F: 3 clusters Score -9219848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -551850.562500 Penalty: 2081.517578
	Iteration 0F: 2 clusters Score -551850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -547728.062500 Penalty: 4163.035156
	Iteration 0F: 3 clusters Score -547728.1 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -548616.437500 Penalty: 4163.035156
	Iteration 1F: 3 clusters Score -548616.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -548815.250000 Penalty: 4163.035156
	Iteration 2F: 3 clusters Score -548815.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -548913.187500 Penalty: 4163.035156
	Iteration 3Q: 3 clusters Score -548913.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -548978.062500 Penalty: 4163.035156
	Iteration 4Q: 3 clusters Score -548978.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -549036.375000 Penalty: 4163.035156
	Iteration 5Q: 3 clusters Score -549036.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -549075.687500 Penalty: 4163.035156
	Iteration 6Q: 3 clusters Score -549075.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -549113.687500 Penalty: 4163.035156
	Iteration 7Q: 3 clusters Score -549113.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -549151.937500 Penalty: 4163.035156
	Iteration 8Q: 3 clusters Score -549151.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -549193.812500 Penalty: 4163.035156
	Iteration 9Q: 3 clusters Score -549193.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -549239.187500 Penalty: 4163.035156
	Iteration 10Q: 3 clusters Score -549239.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -549284.000000 Penalty: 4163.035156
	Iteration 11Q: 3 clusters Score -549284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -549332.062500 Penalty: 4163.035156
	Iteration 12Q: 3 clusters Score -549332.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -549373.187500 Penalty: 4163.035156
	Iteration 13Q: 3 clusters Score -549373.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -549404.375000 Penalty: 4163.035156
	Iteration 14Q: 3 clusters Score -549404.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -549436.125000 Penalty: 4163.035156
	Iteration 15Q: 3 clusters Score -549436.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -549475.125000 Penalty: 4163.035156
	Iteration 16Q: 3 clusters Score -549475.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -549528.687500 Penalty: 4163.035156
	Iteration 17Q: 3 clusters Score -549528.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -549594.062500 Penalty: 4163.035156
	Iteration 18Q: 3 clusters Score -549594.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -549673.625000 Penalty: 4163.035156
	Iteration 19Q: 3 clusters Score -549673.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -549786.875000 Penalty: 4163.035156
	Iteration 20F: 3 clusters Score -549786.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -549911.812500 Penalty: 4163.035156
	Iteration 21Q: 3 clusters Score -549911.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -550051.500000 Penalty: 4163.035156
	Iteration 22Q: 3 clusters Score -550051.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -550232.687500 Penalty: 4163.035156
	Iteration 23Q: 3 clusters Score -550232.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -550399.437500 Penalty: 4163.035156
	Iteration 24Q: 3 clusters Score -550399.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -550525.750000 Penalty: 4163.035156
	Iteration 25Q: 3 clusters Score -550525.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -550652.312500 Penalty: 4163.035156
	Iteration 26Q: 3 clusters Score -550652.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -550773.687500 Penalty: 4163.035156
	Iteration 27Q: 3 clusters Score -550773.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -550956.375000 Penalty: 4163.035156
	Iteration 28Q: 3 clusters Score -550956.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -551195.687500 Penalty: 4163.035156
	Iteration 29Q: 3 clusters Score -551195.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -551439.187500 Penalty: 4163.035156
	Iteration 30Q: 3 clusters Score -551439.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -551553.687500 Penalty: 4163.035156
	Iteration 31Q: 3 clusters Score -551553.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -551588.562500 Penalty: 4163.035156
	Iteration 32Q: 3 clusters Score -551588.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -551598.625000 Penalty: 4163.035156
	Iteration 33Q: 3 clusters Score -551598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -551602.687500 Penalty: 4163.035156
	Iteration 34Q: 3 clusters Score -551602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551603.812500 Penalty: 4163.035156
	Iteration 35Q: 3 clusters Score -551603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551603.812500 Penalty: 4163.035156
	Iteration 36F: 3 clusters Score -551603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Entering Unmasked Estep 
Score: -7711317.000000 Penalty: 2737.614746
	Iteration 0F: 2 clusters Score -7711317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -7669667.000000 Penalty: 5475.229492
	Iteration 0F: 3 clusters Score -7669667 nChanged 28861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -7687253.500000 Penalty: 5475.229492
	Iteration 1F: 3 clusters Score -7687254 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -7690771.500000 Penalty: 5475.229492
	Iteration 2F: 3 clusters Score -7690772 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -7695651.000000 Penalty: 5475.229492
	Iteration 3F: 3 clusters Score -7695651 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -7700766.000000 Penalty: 5475.229492
	Iteration 4F: 3 clusters Score -7700766 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -7704735.500000 Penalty: 5475.229492
	Iteration 5F: 3 clusters Score -7704736 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -7707103.500000 Penalty: 5475.229492
	Iteration 6F: 3 clusters Score -7707104 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -7708227.000000 Penalty: 5475.229492
	Iteration 7Q: 3 clusters Score -7708227 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -7708760.500000 Penalty: 5475.229492
	Iteration 8Q: 3 clusters Score -7708760 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -7709134.500000 Penalty: 5475.229492
	Iteration 9Q: 3 clusters Score -7709134 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -7709527.500000 Penalty: 5475.229492
	Iteration 10Q: 3 clusters Score -7709528 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -7710210.000000 Penalty: 5475.229492
	Iteration 11Q: 3 clusters Score -7710210 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -7711600.000000 Penalty: 5475.229492
	Iteration 12Q: 3 clusters Score -7711600 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -7713572.000000 Penalty: 5475.229492
	Iteration 13Q: 3 clusters Score -7713572 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7714425.500000 Penalty: 5475.229492
	Iteration 14Q: 3 clusters Score -7714426 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7714663.000000 Penalty: 5475.229492
	Iteration 15Q: 3 clusters Score -7714663 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7714769.000000 Penalty: 5475.229492
	Iteration 16Q: 3 clusters Score -7714769 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7714846.000000 Penalty: 5475.229492
	Iteration 17Q: 3 clusters Score -7714846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7714877.500000 Penalty: 5475.229492
	Iteration 18Q: 3 clusters Score -7714878 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7714899.500000 Penalty: 5475.229492
	Iteration 19Q: 3 clusters Score -7714900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -7714925.500000 Penalty: 5475.229492
	Iteration 20F: 3 clusters Score -7714926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7714922.000000 Penalty: 5475.229492
	Iteration 21Q: 3 clusters Score -7714922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -7714928.000000 Penalty: 5475.229492
	Iteration 22Q: 3 clusters Score -7714928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7714961.000000 Penalty: 5475.229492
	Iteration 23Q: 3 clusters Score -7714961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7714963.000000 Penalty: 5475.229492
	Iteration 24Q: 3 clusters Score -7714963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7714965.500000 Penalty: 5475.229492
	Iteration 25Q: 3 clusters Score -7714966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7714977.000000 Penalty: 5475.229492
	Iteration 26Q: 3 clusters Score -7714977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7714977.500000 Penalty: 5475.229492
	Iteration 27Q: 3 clusters Score -7714978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7714980.000000 Penalty: 5475.229492
	Iteration 28Q: 3 clusters Score -7714980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7714975.500000 Penalty: 5475.229492
	Iteration 29Q: 3 clusters Score -7714976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7714972.000000 Penalty: 5475.229492
	Iteration 30Q: 3 clusters Score -7714972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -7714972.500000 Penalty: 5475.229492
	Iteration 31Q: 3 clusters Score -7714972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7714973.000000 Penalty: 5475.229492
	Iteration 32Q: 3 clusters Score -7714973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7714965.500000 Penalty: 5475.229492
	Iteration 33Q: 3 clusters Score -7714966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7714971.500000 Penalty: 5475.229492
	Iteration 34Q: 3 clusters Score -7714972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7714971.500000 Penalty: 5475.229492
	Iteration 35F: 3 clusters Score -7714972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 58611 members 
Mstep: Class 8 contains 172088 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 180425 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 287521 members 
Mstep: Class 18 contains 100271 members 
Mstep: Class 19 contains 55853 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 83912 members 
Entering Unmasked Estep 
Score: -149635216.000000 Penalty: 52041.296875
Splitting cluster 7 changes total score from -149632144.000000 to -149635216.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (172088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172088 members 
Entering Unmasked Estep 
Score: -22094158.000000 Penalty: 2989.828857
	Iteration 0F: 2 clusters Score -2.209416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -21979882.000000 Penalty: 5979.657715
	Iteration 0F: 3 clusters Score -2.197988e+07 nChanged 82313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -22028030.000000 Penalty: 5979.657715
	Iteration 1F: 3 clusters Score -2.202803e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -22029054.000000 Penalty: 5979.657715
	Iteration 2Q: 3 clusters Score -2.202905e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78890 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -22030424.000000 Penalty: 5979.657715
	Iteration 3Q: 3 clusters Score -2.203042e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -22032626.000000 Penalty: 5979.657715
	Iteration 4Q: 3 clusters Score -2.203263e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -22036248.000000 Penalty: 5979.657715
	Iteration 5Q: 3 clusters Score -2.203625e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -22042210.000000 Penalty: 5979.657715
	Iteration 6Q: 3 clusters Score -2.204221e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -22049506.000000 Penalty: 5979.657715
	Iteration 7F: 3 clusters Score -2.204951e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -22058104.000000 Penalty: 5979.657715
	Iteration 8F: 3 clusters Score -2.20581e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 137920 members 
Entering Unmasked Estep 
Score: -22066472.000000 Penalty: 5979.657715
	Iteration 9F: 3 clusters Score -2.206647e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -22073874.000000 Penalty: 5979.657715
	Iteration 10F: 3 clusters Score -2.207387e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 153824 members 
Entering Unmasked Estep 
Score: -22079750.000000 Penalty: 5979.657715
	Iteration 11Q: 3 clusters Score -2.207975e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 159258 members 
Entering Unmasked Estep 
Score: -22083954.000000 Penalty: 5979.657715
	Iteration 12Q: 3 clusters Score -2.208395e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 163284 members 
Entering Unmasked Estep 
Score: -22086902.000000 Penalty: 5979.657715
	Iteration 13Q: 3 clusters Score -2.20869e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -22088668.000000 Penalty: 5979.657715
	Iteration 14Q: 3 clusters Score -2.208867e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -22089728.000000 Penalty: 5979.657715
	Iteration 15Q: 3 clusters Score -2.208973e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 168972 members 
Entering Unmasked Estep 
Score: -22090394.000000 Penalty: 5979.657715
	Iteration 16Q: 3 clusters Score -2.209039e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 169749 members 
Entering Unmasked Estep 
Score: -22090760.000000 Penalty: 5979.657715
	Iteration 17Q: 3 clusters Score -2.209076e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -22091050.000000 Penalty: 5979.657715
	Iteration 18Q: 3 clusters Score -2.209105e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -22091246.000000 Penalty: 5979.657715
	Iteration 19Q: 3 clusters Score -2.209125e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 170817 members 
Entering Unmasked Estep 
Score: -22091370.000000 Penalty: 5979.657715
	Iteration 20F: 3 clusters Score -2.209137e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 170952 members 
Entering Unmasked Estep 
Score: -22091434.000000 Penalty: 5979.657715
	Iteration 21Q: 3 clusters Score -2.209143e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 171042 members 
Entering Unmasked Estep 
Score: -22091506.000000 Penalty: 5979.657715
	Iteration 22Q: 3 clusters Score -2.209151e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -22091528.000000 Penalty: 5979.657715
	Iteration 23Q: 3 clusters Score -2.209153e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 171152 members 
Entering Unmasked Estep 
Score: -22091550.000000 Penalty: 5979.657715
	Iteration 24Q: 3 clusters Score -2.209155e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -22091596.000000 Penalty: 5979.657715
	Iteration 25Q: 3 clusters Score -2.20916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -22091606.000000 Penalty: 5979.657715
	Iteration 26Q: 3 clusters Score -2.209161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -22091624.000000 Penalty: 5979.657715
	Iteration 27Q: 3 clusters Score -2.209162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -22091610.000000 Penalty: 5979.657715
	Iteration 28Q: 3 clusters Score -2.209161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -22091616.000000 Penalty: 5979.657715
	Iteration 29Q: 3 clusters Score -2.209162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 171304 members 
Entering Unmasked Estep 
Score: -22091620.000000 Penalty: 5979.657715
	Iteration 30Q: 3 clusters Score -2.209162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 171319 members 
Entering Unmasked Estep 
Score: -22091638.000000 Penalty: 5979.657715
	Iteration 31Q: 3 clusters Score -2.209164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 171328 members 
Entering Unmasked Estep 
Score: -22091654.000000 Penalty: 5979.657715
	Iteration 32Q: 3 clusters Score -2.209165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -22091652.000000 Penalty: 5979.657715
	Iteration 33Q: 3 clusters Score -2.209165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 171353 members 
Entering Unmasked Estep 
Score: -22091660.000000 Penalty: 5979.657715
	Iteration 34Q: 3 clusters Score -2.209166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -22091680.000000 Penalty: 5979.657715
	Iteration 35Q: 3 clusters Score -2.209168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 171365 members 
Entering Unmasked Estep 
Score: -22091682.000000 Penalty: 5979.657715
	Iteration 36Q: 3 clusters Score -2.209168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -22091684.000000 Penalty: 5979.657715
	Iteration 37Q: 3 clusters Score -2.209168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -22091680.000000 Penalty: 5979.657715
	Iteration 38Q: 3 clusters Score -2.209168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -22091668.000000 Penalty: 5979.657715
	Iteration 39Q: 3 clusters Score -2.209167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22091668.000000 Penalty: 5979.657715
	Iteration 40F: 3 clusters Score -2.209167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -22091674.000000 Penalty: 5979.657715
	Iteration 41Q: 3 clusters Score -2.209167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22091670.000000 Penalty: 5979.657715
	Iteration 42Q: 3 clusters Score -2.209167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22091670.000000 Penalty: 5979.657715
	Iteration 43F: 3 clusters Score -2.209167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (144005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Entering Unmasked Estep 
Score: -18478090.000000 Penalty: 2945.645752
	Iteration 0F: 2 clusters Score -1.847809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -18381860.000000 Penalty: 5891.291504
	Iteration 0F: 3 clusters Score -1.838186e+07 nChanged 68743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -18421390.000000 Penalty: 5891.291504
	Iteration 1F: 3 clusters Score -1.842139e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -18422444.000000 Penalty: 5891.291504
	Iteration 2Q: 3 clusters Score -1.842244e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -18423490.000000 Penalty: 5891.291504
	Iteration 3Q: 3 clusters Score -1.842349e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -18425172.000000 Penalty: 5891.291504
	Iteration 4Q: 3 clusters Score -1.842517e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -18427682.000000 Penalty: 5891.291504
	Iteration 5Q: 3 clusters Score -1.842768e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -18431920.000000 Penalty: 5891.291504
	Iteration 6F: 3 clusters Score -1.843192e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -18438604.000000 Penalty: 5891.291504
	Iteration 7F: 3 clusters Score -1.84386e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -18447590.000000 Penalty: 5891.291504
	Iteration 8F: 3 clusters Score -1.844759e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -18456318.000000 Penalty: 5891.291504
	Iteration 9F: 3 clusters Score -1.845632e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126955 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -18463218.000000 Penalty: 5891.291504
	Iteration 10F: 3 clusters Score -1.846322e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -18467720.000000 Penalty: 5891.291504
	Iteration 11Q: 3 clusters Score -1.846772e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135586 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -18470418.000000 Penalty: 5891.291504
	Iteration 12Q: 3 clusters Score -1.847042e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138034 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -18472092.000000 Penalty: 5891.291504
	Iteration 13Q: 3 clusters Score -1.847209e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139734 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -18473336.000000 Penalty: 5891.291504
	Iteration 14Q: 3 clusters Score -1.847334e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -18474106.000000 Penalty: 5891.291504
	Iteration 15Q: 3 clusters Score -1.847411e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18474496.000000 Penalty: 5891.291504
	Iteration 16Q: 3 clusters Score -1.84745e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142142 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18474798.000000 Penalty: 5891.291504
	Iteration 17Q: 3 clusters Score -1.84748e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -18475058.000000 Penalty: 5891.291504
	Iteration 18Q: 3 clusters Score -1.847506e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -18475222.000000 Penalty: 5891.291504
	Iteration 19Q: 3 clusters Score -1.847522e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -18475280.000000 Penalty: 5891.291504
	Iteration 20F: 3 clusters Score -1.847528e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18475364.000000 Penalty: 5891.291504
	Iteration 21Q: 3 clusters Score -1.847536e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143085 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -18475432.000000 Penalty: 5891.291504
	Iteration 22Q: 3 clusters Score -1.847543e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -18475468.000000 Penalty: 5891.291504
	Iteration 23Q: 3 clusters Score -1.847547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143183 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -18475504.000000 Penalty: 5891.291504
	Iteration 24Q: 3 clusters Score -1.84755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -18475516.000000 Penalty: 5891.291504
	Iteration 25Q: 3 clusters Score -1.847552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -18475530.000000 Penalty: 5891.291504
	Iteration 26Q: 3 clusters Score -1.847553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143251 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -18475556.000000 Penalty: 5891.291504
	Iteration 27Q: 3 clusters Score -1.847556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -18475570.000000 Penalty: 5891.291504
	Iteration 28Q: 3 clusters Score -1.847557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18475580.000000 Penalty: 5891.291504
	Iteration 29Q: 3 clusters Score -1.847558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18475582.000000 Penalty: 5891.291504
	Iteration 30Q: 3 clusters Score -1.847558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18475588.000000 Penalty: 5891.291504
	Iteration 31Q: 3 clusters Score -1.847559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -18475600.000000 Penalty: 5891.291504
	Iteration 32Q: 3 clusters Score -1.84756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143330 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18475616.000000 Penalty: 5891.291504
	Iteration 33Q: 3 clusters Score -1.847562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -18475626.000000 Penalty: 5891.291504
	Iteration 34Q: 3 clusters Score -1.847563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18475638.000000 Penalty: 5891.291504
	Iteration 35Q: 3 clusters Score -1.847564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18475652.000000 Penalty: 5891.291504
	Iteration 36Q: 3 clusters Score -1.847565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18475652.000000 Penalty: 5891.291504
	Iteration 37Q: 3 clusters Score -1.847565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143354 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18475660.000000 Penalty: 5891.291504
	Iteration 38Q: 3 clusters Score -1.847566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18475668.000000 Penalty: 5891.291504
	Iteration 39Q: 3 clusters Score -1.847567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143361 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18475662.000000 Penalty: 5891.291504
	Iteration 40F: 3 clusters Score -1.847566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143366 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -18475660.000000 Penalty: 5891.291504
	Iteration 41Q: 3 clusters Score -1.847566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18475660.000000 Penalty: 5891.291504
	Iteration 42Q: 3 clusters Score -1.847566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18475660.000000 Penalty: 5891.291504
	Iteration 43F: 3 clusters Score -1.847566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180425 members 
Entering Unmasked Estep 
Score: -23110854.000000 Penalty: 3001.561523
	Iteration 0F: 2 clusters Score -2.311085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -22991828.000000 Penalty: 6003.123047
	Iteration 0F: 3 clusters Score -2.299183e+07 nChanged 87035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -23043946.000000 Penalty: 6003.123047
	Iteration 1F: 3 clusters Score -2.304395e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -23046054.000000 Penalty: 6003.123047
	Iteration 2Q: 3 clusters Score -2.304605e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -23049682.000000 Penalty: 6003.123047
	Iteration 3Q: 3 clusters Score -2.304968e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 109495 members 
Entering Unmasked Estep 
Score: -23055174.000000 Penalty: 6003.123047
	Iteration 4Q: 3 clusters Score -2.305517e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 116892 members 
Entering Unmasked Estep 
Score: -23062798.000000 Penalty: 6003.123047
	Iteration 5F: 3 clusters Score -2.30628e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 124929 members 
Entering Unmasked Estep 
Score: -23071352.000000 Penalty: 6003.123047
	Iteration 6F: 3 clusters Score -2.307135e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 132364 members 
Entering Unmasked Estep 
Score: -23079616.000000 Penalty: 6003.123047
	Iteration 7F: 3 clusters Score -2.307962e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 138518 members 
Entering Unmasked Estep 
Score: -23085742.000000 Penalty: 6003.123047
	Iteration 8F: 3 clusters Score -2.308574e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 143294 members 
Entering Unmasked Estep 
Score: -23090102.000000 Penalty: 6003.123047
	Iteration 9Q: 3 clusters Score -2.30901e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -23092624.000000 Penalty: 6003.123047
	Iteration 10Q: 3 clusters Score -2.309262e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -23094528.000000 Penalty: 6003.123047
	Iteration 11Q: 3 clusters Score -2.309453e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -23096246.000000 Penalty: 6003.123047
	Iteration 12Q: 3 clusters Score -2.309625e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -23097752.000000 Penalty: 6003.123047
	Iteration 13Q: 3 clusters Score -2.309775e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -23099104.000000 Penalty: 6003.123047
	Iteration 14Q: 3 clusters Score -2.30991e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -23100574.000000 Penalty: 6003.123047
	Iteration 15Q: 3 clusters Score -2.310057e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -23101968.000000 Penalty: 6003.123047
	Iteration 16Q: 3 clusters Score -2.310197e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -23103106.000000 Penalty: 6003.123047
	Iteration 17Q: 3 clusters Score -2.310311e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -23104226.000000 Penalty: 6003.123047
	Iteration 18Q: 3 clusters Score -2.310423e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -23105260.000000 Penalty: 6003.123047
	Iteration 19Q: 3 clusters Score -2.310526e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -23105938.000000 Penalty: 6003.123047
	Iteration 20F: 3 clusters Score -2.310594e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -23106396.000000 Penalty: 6003.123047
	Iteration 21Q: 3 clusters Score -2.31064e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 176275 members 
Entering Unmasked Estep 
Score: -23106820.000000 Penalty: 6003.123047
	Iteration 22Q: 3 clusters Score -2.310682e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 177033 members 
Entering Unmasked Estep 
Score: -23107160.000000 Penalty: 6003.123047
	Iteration 23Q: 3 clusters Score -2.310716e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 177593 members 
Entering Unmasked Estep 
Score: -23107368.000000 Penalty: 6003.123047
	Iteration 24Q: 3 clusters Score -2.310737e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 178010 members 
Entering Unmasked Estep 
Score: -23107522.000000 Penalty: 6003.123047
	Iteration 25Q: 3 clusters Score -2.310752e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 178341 members 
Entering Unmasked Estep 
Score: -23107684.000000 Penalty: 6003.123047
	Iteration 26Q: 3 clusters Score -2.310768e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 178590 members 
Entering Unmasked Estep 
Score: -23107802.000000 Penalty: 6003.123047
	Iteration 27Q: 3 clusters Score -2.31078e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -23107956.000000 Penalty: 6003.123047
	Iteration 28Q: 3 clusters Score -2.310796e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -23108042.000000 Penalty: 6003.123047
	Iteration 29Q: 3 clusters Score -2.310804e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -23108108.000000 Penalty: 6003.123047
	Iteration 30Q: 3 clusters Score -2.310811e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -23108166.000000 Penalty: 6003.123047
	Iteration 31Q: 3 clusters Score -2.310817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 179180 members 
Entering Unmasked Estep 
Score: -23108218.000000 Penalty: 6003.123047
	Iteration 32Q: 3 clusters Score -2.310822e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 179220 members 
Entering Unmasked Estep 
Score: -23108248.000000 Penalty: 6003.123047
	Iteration 33Q: 3 clusters Score -2.310825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -23108270.000000 Penalty: 6003.123047
	Iteration 34Q: 3 clusters Score -2.310827e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 179279 members 
Entering Unmasked Estep 
Score: -23108276.000000 Penalty: 6003.123047
	Iteration 35Q: 3 clusters Score -2.310828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -23108280.000000 Penalty: 6003.123047
	Iteration 36Q: 3 clusters Score -2.310828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 179320 members 
Entering Unmasked Estep 
Score: -23108306.000000 Penalty: 6003.123047
	Iteration 37Q: 3 clusters Score -2.310831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 179333 members 
Entering Unmasked Estep 
Score: -23108308.000000 Penalty: 6003.123047
	Iteration 38Q: 3 clusters Score -2.310831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -23108312.000000 Penalty: 6003.123047
	Iteration 39Q: 3 clusters Score -2.310831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 179365 members 
Entering Unmasked Estep 
Score: -23108326.000000 Penalty: 6003.123047
	Iteration 40F: 3 clusters Score -2.310833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 179372 members 
Entering Unmasked Estep 
Score: -23108308.000000 Penalty: 6003.123047
	Iteration 41Q: 3 clusters Score -2.310831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 179390 members 
Entering Unmasked Estep 
Score: -23108328.000000 Penalty: 6003.123047
	Iteration 42Q: 3 clusters Score -2.310833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 179398 members 
Entering Unmasked Estep 
Score: -23108336.000000 Penalty: 6003.123047
	Iteration 43Q: 3 clusters Score -2.310834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 179408 members 
Entering Unmasked Estep 
Score: -23108340.000000 Penalty: 6003.123047
	Iteration 44Q: 3 clusters Score -2.310834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 179414 members 
Entering Unmasked Estep 
Score: -23108342.000000 Penalty: 6003.123047
	Iteration 45Q: 3 clusters Score -2.310834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 179417 members 
Entering Unmasked Estep 
Score: -23108354.000000 Penalty: 6003.123047
	Iteration 46Q: 3 clusters Score -2.310835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 179420 members 
Entering Unmasked Estep 
Score: -23108348.000000 Penalty: 6003.123047
	Iteration 47Q: 3 clusters Score -2.310835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -23108362.000000 Penalty: 6003.123047
	Iteration 48Q: 3 clusters Score -2.310836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 179428 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6003.123047
	Iteration 49Q: 3 clusters Score -2.310836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 179431 members 
Entering Unmasked Estep 
Score: -23108362.000000 Penalty: 6003.123047
	Iteration 50Q: 3 clusters Score -2.310836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -23108374.000000 Penalty: 6003.123047
	Iteration 51Q: 3 clusters Score -2.310837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 179438 members 
Entering Unmasked Estep 
Score: -23108376.000000 Penalty: 6003.123047
	Iteration 52Q: 3 clusters Score -2.310838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 179440 members 
Entering Unmasked Estep 
Score: -23108372.000000 Penalty: 6003.123047
	Iteration 53Q: 3 clusters Score -2.310837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 179442 members 
Entering Unmasked Estep 
Score: -23108364.000000 Penalty: 6003.123047
	Iteration 54Q: 3 clusters Score -2.310836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 179442 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6003.123047
	Iteration 55Q: 3 clusters Score -2.310836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 179442 members 
Entering Unmasked Estep 
Score: -23108360.000000 Penalty: 6003.123047
	Iteration 56F: 3 clusters Score -2.310836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -95534.382812 Penalty: 1675.719238
	Iteration 0F: 2 clusters Score -95534.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -93857.289062 Penalty: 3351.438477
	Iteration 0F: 3 clusters Score -93857.29 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94519.218750 Penalty: 3351.438477
	Iteration 1F: 3 clusters Score -94519.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95395.906250 Penalty: 3351.438477
	Iteration 2F: 3 clusters Score -95395.91 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95736.390625 Penalty: 3351.438477
	Iteration 3F: 3 clusters Score -95736.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95913.453125 Penalty: 3351.438477
	Iteration 4F: 3 clusters Score -95913.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95961.539062 Penalty: 3351.438477
	Iteration 5Q: 3 clusters Score -95961.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95999.382812 Penalty: 3351.438477
	Iteration 6Q: 3 clusters Score -95999.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96023.804688 Penalty: 3351.438477
	Iteration 7Q: 3 clusters Score -96023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -96042.140625 Penalty: 3351.438477
	Iteration 8Q: 3 clusters Score -96042.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96059.125000 Penalty: 3351.438477
	Iteration 9Q: 3 clusters Score -96059.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96077.296875 Penalty: 3351.438477
	Iteration 10Q: 3 clusters Score -96077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96085.257812 Penalty: 3351.438477
	Iteration 11Q: 3 clusters Score -96085.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96089.281250 Penalty: 3351.438477
	Iteration 12Q: 3 clusters Score -96089.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -96090.281250 Penalty: 3351.438477
	Iteration 13Q: 3 clusters Score -96090.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -96090.281250 Penalty: 3351.438477
	Iteration 14F: 3 clusters Score -96090.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 511 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 58611 members 
Mstep: Class 8 contains 172088 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 180425 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 287521 members 
Mstep: Class 18 contains 100271 members 
Mstep: Class 19 contains 55853 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 83912 members 
Entering Unmasked Estep 
Score: -149633856.000000 Penalty: 55510.718750
Splitting cluster 11 changes total score from -149632144.000000 to -149633856.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -234685.625000 Penalty: 1941.155762
	Iteration 0F: 2 clusters Score -234685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -232186.531250 Penalty: 3882.311523
	Iteration 0F: 3 clusters Score -232186.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -236429.375000 Penalty: 3882.311523
	Iteration 1F: 3 clusters Score -236429.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -240007.859375 Penalty: 3882.311523
	Iteration 2F: 3 clusters Score -240007.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -242415.687500 Penalty: 3882.311523
	Iteration 3F: 3 clusters Score -242415.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -245001.343750 Penalty: 3882.311523
	Iteration 4F: 3 clusters Score -245001.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -247963.156250 Penalty: 3882.311523
	Iteration 5F: 3 clusters Score -247963.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -248730.359375 Penalty: 3882.311523
	Iteration 6Q: 3 clusters Score -248730.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -249490.093750 Penalty: 3882.311523
	Iteration 7Q: 3 clusters Score -249490.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250214.453125 Penalty: 3882.311523
	Iteration 8Q: 3 clusters Score -250214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -250257.718750 Penalty: 3882.311523
	Iteration 9Q: 3 clusters Score -250257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -250257.718750 Penalty: 3882.311523
	Iteration 10F: 3 clusters Score -250257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 511 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 58611 members 
Mstep: Class 8 contains 172088 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 180425 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 287521 members 
Mstep: Class 18 contains 100271 members 
Mstep: Class 19 contains 55853 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 83912 members 
Entering Unmasked Estep 
Score: -149647744.000000 Penalty: 58980.136719
Splitting cluster 13 changes total score from -149632144.000000 to -149647744.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (287521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287521 members 
Entering Unmasked Estep 
Score: -36621132.000000 Penalty: 3117.124512
	Iteration 0F: 2 clusters Score -3.662113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143732 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -36445628.000000 Penalty: 6234.249023
	Iteration 0F: 3 clusters Score -3.644563e+07 nChanged 139643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146097 members 
Mstep: Class 2 contains 141424 members 
Entering Unmasked Estep 
Score: -36529496.000000 Penalty: 6234.249023
	Iteration 1F: 3 clusters Score -3.65295e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 139933 members 
Entering Unmasked Estep 
Score: -36531008.000000 Penalty: 6234.249023
	Iteration 2Q: 3 clusters Score -3.653101e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -36532712.000000 Penalty: 6234.249023
	Iteration 3Q: 3 clusters Score -3.653271e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -36534764.000000 Penalty: 6234.249023
	Iteration 4Q: 3 clusters Score -3.653476e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 129773 members 
Entering Unmasked Estep 
Score: -36537384.000000 Penalty: 6234.249023
	Iteration 5Q: 3 clusters Score -3.653738e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 123445 members 
Entering Unmasked Estep 
Score: -36541188.000000 Penalty: 6234.249023
	Iteration 6Q: 3 clusters Score -3.654119e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -36546772.000000 Penalty: 6234.249023
	Iteration 7Q: 3 clusters Score -3.654677e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183746 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -36555176.000000 Penalty: 6234.249023
	Iteration 8F: 3 clusters Score -3.655518e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197324 members 
Mstep: Class 2 contains 90197 members 
Entering Unmasked Estep 
Score: -36566012.000000 Penalty: 6234.249023
	Iteration 9F: 3 clusters Score -3.656601e+07 nChanged 18360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212428 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -36578580.000000 Penalty: 6234.249023
	Iteration 10F: 3 clusters Score -3.657858e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226018 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -36588812.000000 Penalty: 6234.249023
	Iteration 11F: 3 clusters Score -3.658881e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -36595320.000000 Penalty: 6234.249023
	Iteration 12Q: 3 clusters Score -3.659532e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245082 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -36599196.000000 Penalty: 6234.249023
	Iteration 13Q: 3 clusters Score -3.65992e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251954 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -36601728.000000 Penalty: 6234.249023
	Iteration 14Q: 3 clusters Score -3.660173e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257840 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -36603864.000000 Penalty: 6234.249023
	Iteration 15Q: 3 clusters Score -3.660386e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262855 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -36605872.000000 Penalty: 6234.249023
	Iteration 16Q: 3 clusters Score -3.660587e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267161 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -36607736.000000 Penalty: 6234.249023
	Iteration 17Q: 3 clusters Score -3.660774e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270756 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -36609484.000000 Penalty: 6234.249023
	Iteration 18Q: 3 clusters Score -3.660948e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273765 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -36610972.000000 Penalty: 6234.249023
	Iteration 19Q: 3 clusters Score -3.661097e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276208 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -36612400.000000 Penalty: 6234.249023
	Iteration 20F: 3 clusters Score -3.66124e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278216 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -36613280.000000 Penalty: 6234.249023
	Iteration 21Q: 3 clusters Score -3.661328e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279803 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -36614144.000000 Penalty: 6234.249023
	Iteration 22Q: 3 clusters Score -3.661414e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281123 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -36614976.000000 Penalty: 6234.249023
	Iteration 23Q: 3 clusters Score -3.661498e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282161 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -36615504.000000 Penalty: 6234.249023
	Iteration 24Q: 3 clusters Score -3.66155e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283004 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -36615956.000000 Penalty: 6234.249023
	Iteration 25Q: 3 clusters Score -3.661596e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283701 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -36616488.000000 Penalty: 6234.249023
	Iteration 26Q: 3 clusters Score -3.661649e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284255 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -36616896.000000 Penalty: 6234.249023
	Iteration 27Q: 3 clusters Score -3.66169e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284688 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -36617208.000000 Penalty: 6234.249023
	Iteration 28Q: 3 clusters Score -3.661721e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284992 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -36617552.000000 Penalty: 6234.249023
	Iteration 29Q: 3 clusters Score -3.661755e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285234 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -36617748.000000 Penalty: 6234.249023
	Iteration 30Q: 3 clusters Score -3.661775e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285431 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -36617892.000000 Penalty: 6234.249023
	Iteration 31Q: 3 clusters Score -3.661789e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285574 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -36617964.000000 Penalty: 6234.249023
	Iteration 32Q: 3 clusters Score -3.661796e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285700 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -36618076.000000 Penalty: 6234.249023
	Iteration 33Q: 3 clusters Score -3.661808e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285789 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -36618148.000000 Penalty: 6234.249023
	Iteration 34Q: 3 clusters Score -3.661815e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285858 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -36618160.000000 Penalty: 6234.249023
	Iteration 35Q: 3 clusters Score -3.661816e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285913 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -36618224.000000 Penalty: 6234.249023
	Iteration 36Q: 3 clusters Score -3.661822e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285955 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -36618208.000000 Penalty: 6234.249023
	Iteration 37Q: 3 clusters Score -3.661821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285977 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -36618212.000000 Penalty: 6234.249023
	Iteration 38Q: 3 clusters Score -3.661821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286004 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -36618244.000000 Penalty: 6234.249023
	Iteration 39Q: 3 clusters Score -3.661824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286023 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -36618244.000000 Penalty: 6234.249023
	Iteration 40F: 3 clusters Score -3.661824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286032 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -36618244.000000 Penalty: 6234.249023
	Iteration 41Q: 3 clusters Score -3.661824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286050 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -36618296.000000 Penalty: 6234.249023
	Iteration 42Q: 3 clusters Score -3.66183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286051 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -36618256.000000 Penalty: 6234.249023
	Iteration 43Q: 3 clusters Score -3.661826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286061 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -36618264.000000 Penalty: 6234.249023
	Iteration 44Q: 3 clusters Score -3.661826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286071 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -36618312.000000 Penalty: 6234.249023
	Iteration 45Q: 3 clusters Score -3.661831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286080 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -36618296.000000 Penalty: 6234.249023
	Iteration 46Q: 3 clusters Score -3.66183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286087 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -36618292.000000 Penalty: 6234.249023
	Iteration 47Q: 3 clusters Score -3.661829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286092 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -36618308.000000 Penalty: 6234.249023
	Iteration 48Q: 3 clusters Score -3.661831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286094 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -36618340.000000 Penalty: 6234.249023
	Iteration 49Q: 3 clusters Score -3.661834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286095 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -36618332.000000 Penalty: 6234.249023
	Iteration 50Q: 3 clusters Score -3.661833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286093 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -36618328.000000 Penalty: 6234.249023
	Iteration 51Q: 3 clusters Score -3.661833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286092 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -36618336.000000 Penalty: 6234.249023
	Iteration 52Q: 3 clusters Score -3.661834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286092 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -36618360.000000 Penalty: 6234.249023
	Iteration 53Q: 3 clusters Score -3.661836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286095 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -36618372.000000 Penalty: 6234.249023
	Iteration 54Q: 3 clusters Score -3.661837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286096 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -36618344.000000 Penalty: 6234.249023
	Iteration 55Q: 3 clusters Score -3.661834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286095 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -36618352.000000 Penalty: 6234.249023
	Iteration 56Q: 3 clusters Score -3.661835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286096 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -36618364.000000 Penalty: 6234.249023
	Iteration 57Q: 3 clusters Score -3.661836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286097 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -36618364.000000 Penalty: 6234.249023
	Iteration 58Q: 3 clusters Score -3.661836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286099 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -36618348.000000 Penalty: 6234.249023
	Iteration 59Q: 3 clusters Score -3.661835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286100 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -36618356.000000 Penalty: 6234.249023
	Iteration 60F: 3 clusters Score -3.661836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286100 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -36618372.000000 Penalty: 6234.249023
	Iteration 61Q: 3 clusters Score -3.661837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286100 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -36618372.000000 Penalty: 6234.249023
	Iteration 62F: 3 clusters Score -3.661837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Entering Unmasked Estep 
Score: -12962161.000000 Penalty: 2855.876709
	Iteration 0F: 2 clusters Score -1.296216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -12895123.000000 Penalty: 5711.753418
	Iteration 0F: 3 clusters Score -1.289512e+07 nChanged 47616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -12921960.000000 Penalty: 5711.753418
	Iteration 1F: 3 clusters Score -1.292196e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -12922811.000000 Penalty: 5711.753418
	Iteration 2Q: 3 clusters Score -1.292281e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -12923708.000000 Penalty: 5711.753418
	Iteration 3Q: 3 clusters Score -1.292371e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -12924760.000000 Penalty: 5711.753418
	Iteration 4Q: 3 clusters Score -1.292476e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -12926350.000000 Penalty: 5711.753418
	Iteration 5Q: 3 clusters Score -1.292635e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -12928635.000000 Penalty: 5711.753418
	Iteration 6Q: 3 clusters Score -1.292864e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -12931772.000000 Penalty: 5711.753418
	Iteration 7F: 3 clusters Score -1.293177e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -12936590.000000 Penalty: 5711.753418
	Iteration 8F: 3 clusters Score -1.293659e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -12942002.000000 Penalty: 5711.753418
	Iteration 9F: 3 clusters Score -1.2942e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -12945536.000000 Penalty: 5711.753418
	Iteration 10F: 3 clusters Score -1.294554e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -12946903.000000 Penalty: 5711.753418
	Iteration 11Q: 3 clusters Score -1.29469e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -12947405.000000 Penalty: 5711.753418
	Iteration 12Q: 3 clusters Score -1.29474e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57196 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -12947653.000000 Penalty: 5711.753418
	Iteration 13Q: 3 clusters Score -1.294765e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -12947827.000000 Penalty: 5711.753418
	Iteration 14Q: 3 clusters Score -1.294783e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -12948086.000000 Penalty: 5711.753418
	Iteration 15Q: 3 clusters Score -1.294809e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -12948255.000000 Penalty: 5711.753418
	Iteration 16Q: 3 clusters Score -1.294826e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -12948417.000000 Penalty: 5711.753418
	Iteration 17Q: 3 clusters Score -1.294842e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -12948585.000000 Penalty: 5711.753418
	Iteration 18Q: 3 clusters Score -1.294858e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -12948798.000000 Penalty: 5711.753418
	Iteration 19Q: 3 clusters Score -1.29488e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -12948939.000000 Penalty: 5711.753418
	Iteration 20F: 3 clusters Score -1.294894e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -12949012.000000 Penalty: 5711.753418
	Iteration 21Q: 3 clusters Score -1.294901e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -12949256.000000 Penalty: 5711.753418
	Iteration 22Q: 3 clusters Score -1.294926e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -12949505.000000 Penalty: 5711.753418
	Iteration 23Q: 3 clusters Score -1.29495e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -12949708.000000 Penalty: 5711.753418
	Iteration 24Q: 3 clusters Score -1.294971e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -12949849.000000 Penalty: 5711.753418
	Iteration 25Q: 3 clusters Score -1.294985e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -12950128.000000 Penalty: 5711.753418
	Iteration 26Q: 3 clusters Score -1.295013e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -12950285.000000 Penalty: 5711.753418
	Iteration 27Q: 3 clusters Score -1.295028e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -12950478.000000 Penalty: 5711.753418
	Iteration 28Q: 3 clusters Score -1.295048e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -12950711.000000 Penalty: 5711.753418
	Iteration 29Q: 3 clusters Score -1.295071e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -12950969.000000 Penalty: 5711.753418
	Iteration 30Q: 3 clusters Score -1.295097e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -12951214.000000 Penalty: 5711.753418
	Iteration 31Q: 3 clusters Score -1.295121e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -12951553.000000 Penalty: 5711.753418
	Iteration 32Q: 3 clusters Score -1.295155e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -12951794.000000 Penalty: 5711.753418
	Iteration 33Q: 3 clusters Score -1.295179e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -12952118.000000 Penalty: 5711.753418
	Iteration 34Q: 3 clusters Score -1.295212e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -12952537.000000 Penalty: 5711.753418
	Iteration 35Q: 3 clusters Score -1.295254e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -12952897.000000 Penalty: 5711.753418
	Iteration 36Q: 3 clusters Score -1.29529e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -12953294.000000 Penalty: 5711.753418
	Iteration 37Q: 3 clusters Score -1.295329e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -12953689.000000 Penalty: 5711.753418
	Iteration 38Q: 3 clusters Score -1.295369e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -12954111.000000 Penalty: 5711.753418
	Iteration 39Q: 3 clusters Score -1.295411e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -12954457.000000 Penalty: 5711.753418
	Iteration 40F: 3 clusters Score -1.295446e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -12954788.000000 Penalty: 5711.753418
	Iteration 41Q: 3 clusters Score -1.295479e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -12955204.000000 Penalty: 5711.753418
	Iteration 42Q: 3 clusters Score -1.29552e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -12955573.000000 Penalty: 5711.753418
	Iteration 43Q: 3 clusters Score -1.295557e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -12955947.000000 Penalty: 5711.753418
	Iteration 44Q: 3 clusters Score -1.295595e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -12956275.000000 Penalty: 5711.753418
	Iteration 45Q: 3 clusters Score -1.295628e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88631 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -12956570.000000 Penalty: 5711.753418
	Iteration 46Q: 3 clusters Score -1.295657e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -12956828.000000 Penalty: 5711.753418
	Iteration 47Q: 3 clusters Score -1.295683e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -12957036.000000 Penalty: 5711.753418
	Iteration 48Q: 3 clusters Score -1.295704e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -12957299.000000 Penalty: 5711.753418
	Iteration 49Q: 3 clusters Score -1.29573e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -12957539.000000 Penalty: 5711.753418
	Iteration 50Q: 3 clusters Score -1.295754e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -12957690.000000 Penalty: 5711.753418
	Iteration 51Q: 3 clusters Score -1.295769e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -12957884.000000 Penalty: 5711.753418
	Iteration 52Q: 3 clusters Score -1.295788e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -12958126.000000 Penalty: 5711.753418
	Iteration 53Q: 3 clusters Score -1.295813e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -12958357.000000 Penalty: 5711.753418
	Iteration 54Q: 3 clusters Score -1.295836e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -12958561.000000 Penalty: 5711.753418
	Iteration 55Q: 3 clusters Score -1.295856e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -12958687.000000 Penalty: 5711.753418
	Iteration 56Q: 3 clusters Score -1.295869e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -12958851.000000 Penalty: 5711.753418
	Iteration 57Q: 3 clusters Score -1.295885e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -12958953.000000 Penalty: 5711.753418
	Iteration 58Q: 3 clusters Score -1.295895e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -12959019.000000 Penalty: 5711.753418
	Iteration 59Q: 3 clusters Score -1.295902e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -12959111.000000 Penalty: 5711.753418
	Iteration 60F: 3 clusters Score -1.295911e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -12959214.000000 Penalty: 5711.753418
	Iteration 61Q: 3 clusters Score -1.295921e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -12959256.000000 Penalty: 5711.753418
	Iteration 62Q: 3 clusters Score -1.295926e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97096 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12959332.000000 Penalty: 5711.753418
	Iteration 63Q: 3 clusters Score -1.295933e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -12959382.000000 Penalty: 5711.753418
	Iteration 64Q: 3 clusters Score -1.295938e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -12959409.000000 Penalty: 5711.753418
	Iteration 65Q: 3 clusters Score -1.295941e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97587 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -12959441.000000 Penalty: 5711.753418
	Iteration 66Q: 3 clusters Score -1.295944e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -12959465.000000 Penalty: 5711.753418
	Iteration 67Q: 3 clusters Score -1.295946e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12959506.000000 Penalty: 5711.753418
	Iteration 68Q: 3 clusters Score -1.295951e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -12959540.000000 Penalty: 5711.753418
	Iteration 69Q: 3 clusters Score -1.295954e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12959593.000000 Penalty: 5711.753418
	Iteration 70Q: 3 clusters Score -1.295959e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12959632.000000 Penalty: 5711.753418
	Iteration 71Q: 3 clusters Score -1.295963e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -12959624.000000 Penalty: 5711.753418
	Iteration 72Q: 3 clusters Score -1.295962e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -12959661.000000 Penalty: 5711.753418
	Iteration 73Q: 3 clusters Score -1.295966e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -12959672.000000 Penalty: 5711.753418
	Iteration 74Q: 3 clusters Score -1.295967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -12959679.000000 Penalty: 5711.753418
	Iteration 75Q: 3 clusters Score -1.295968e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98430 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12959682.000000 Penalty: 5711.753418
	Iteration 76Q: 3 clusters Score -1.295968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -12959695.000000 Penalty: 5711.753418
	Iteration 77Q: 3 clusters Score -1.29597e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12959712.000000 Penalty: 5711.753418
	Iteration 78Q: 3 clusters Score -1.295971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12959719.000000 Penalty: 5711.753418
	Iteration 79Q: 3 clusters Score -1.295972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -12959721.000000 Penalty: 5711.753418
	Iteration 80F: 3 clusters Score -1.295972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12959734.000000 Penalty: 5711.753418
	Iteration 81Q: 3 clusters Score -1.295973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12959738.000000 Penalty: 5711.753418
	Iteration 82Q: 3 clusters Score -1.295974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12959740.000000 Penalty: 5711.753418
	Iteration 83Q: 3 clusters Score -1.295974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12959745.000000 Penalty: 5711.753418
	Iteration 84Q: 3 clusters Score -1.295974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12959737.000000 Penalty: 5711.753418
	Iteration 85Q: 3 clusters Score -1.295974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12959748.000000 Penalty: 5711.753418
	Iteration 86Q: 3 clusters Score -1.295975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98743 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -12959750.000000 Penalty: 5711.753418
	Iteration 87Q: 3 clusters Score -1.295975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12959748.000000 Penalty: 5711.753418
	Iteration 88Q: 3 clusters Score -1.295975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12959761.000000 Penalty: 5711.753418
	Iteration 89Q: 3 clusters Score -1.295976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12959765.000000 Penalty: 5711.753418
	Iteration 90Q: 3 clusters Score -1.295976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -12959774.000000 Penalty: 5711.753418
	Iteration 91Q: 3 clusters Score -1.295977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12959771.000000 Penalty: 5711.753418
	Iteration 92Q: 3 clusters Score -1.295977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12959782.000000 Penalty: 5711.753418
	Iteration 93Q: 3 clusters Score -1.295978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12959783.000000 Penalty: 5711.753418
	Iteration 94Q: 3 clusters Score -1.295978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12959780.000000 Penalty: 5711.753418
	Iteration 95Q: 3 clusters Score -1.295978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12959790.000000 Penalty: 5711.753418
	Iteration 96Q: 3 clusters Score -1.295979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12959781.000000 Penalty: 5711.753418
	Iteration 97Q: 3 clusters Score -1.295978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12959771.000000 Penalty: 5711.753418
	Iteration 98Q: 3 clusters Score -1.295977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12959777.000000 Penalty: 5711.753418
	Iteration 99Q: 3 clusters Score -1.295978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98944 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12959787.000000 Penalty: 5711.753418
	Iteration 100F: 3 clusters Score -1.295979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12959793.000000 Penalty: 5711.753418
	Iteration 101Q: 3 clusters Score -1.295979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12959787.000000 Penalty: 5711.753418
	Iteration 102Q: 3 clusters Score -1.295979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -12959787.000000 Penalty: 5711.753418
	Iteration 103Q: 3 clusters Score -1.295979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12959794.000000 Penalty: 5711.753418
	Iteration 104Q: 3 clusters Score -1.295979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12959801.000000 Penalty: 5711.753418
	Iteration 105Q: 3 clusters Score -1.29598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12959802.000000 Penalty: 5711.753418
	Iteration 106Q: 3 clusters Score -1.29598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98990 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12959802.000000 Penalty: 5711.753418
	Iteration 107Q: 3 clusters Score -1.29598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12959795.000000 Penalty: 5711.753418
	Iteration 108Q: 3 clusters Score -1.29598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12959796.000000 Penalty: 5711.753418
	Iteration 109Q: 3 clusters Score -1.29598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12959800.000000 Penalty: 5711.753418
	Iteration 110Q: 3 clusters Score -1.29598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12959794.000000 Penalty: 5711.753418
	Iteration 111Q: 3 clusters Score -1.295979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12959789.000000 Penalty: 5711.753418
	Iteration 112Q: 3 clusters Score -1.295979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12959795.000000 Penalty: 5711.753418
	Iteration 113Q: 3 clusters Score -1.29598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12959795.000000 Penalty: 5711.753418
	Iteration 114F: 3 clusters Score -1.29598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Entering Unmasked Estep 
Score: -7287478.000000 Penalty: 2710.758545
	Iteration 0F: 2 clusters Score -7287478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -7249821.000000 Penalty: 5421.517090
	Iteration 0F: 3 clusters Score -7249821 nChanged 25832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -7263833.000000 Penalty: 5421.517090
	Iteration 1F: 3 clusters Score -7263833 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -7264310.500000 Penalty: 5421.517090
	Iteration 2Q: 3 clusters Score -7264310 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -7264731.500000 Penalty: 5421.517090
	Iteration 3Q: 3 clusters Score -7264732 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -7265205.000000 Penalty: 5421.517090
	Iteration 4Q: 3 clusters Score -7265205 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -7265628.500000 Penalty: 5421.517090
	Iteration 5Q: 3 clusters Score -7265628 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -7266156.000000 Penalty: 5421.517090
	Iteration 6Q: 3 clusters Score -7266156 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -7266806.500000 Penalty: 5421.517090
	Iteration 7Q: 3 clusters Score -7266806 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -7267883.000000 Penalty: 5421.517090
	Iteration 8Q: 3 clusters Score -7267883 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -7269453.000000 Penalty: 5421.517090
	Iteration 9F: 3 clusters Score -7269453 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -7271818.000000 Penalty: 5421.517090
	Iteration 10F: 3 clusters Score -7271818 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -7274957.000000 Penalty: 5421.517090
	Iteration 11F: 3 clusters Score -7274957 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -7278440.500000 Penalty: 5421.517090
	Iteration 12F: 3 clusters Score -7278440 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7281370.000000 Penalty: 5421.517090
	Iteration 13F: 3 clusters Score -7281370 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7283172.500000 Penalty: 5421.517090
	Iteration 14Q: 3 clusters Score -7283172 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7284113.000000 Penalty: 5421.517090
	Iteration 15Q: 3 clusters Score -7284113 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7284564.000000 Penalty: 5421.517090
	Iteration 16Q: 3 clusters Score -7284564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7284782.500000 Penalty: 5421.517090
	Iteration 17Q: 3 clusters Score -7284782 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7284927.000000 Penalty: 5421.517090
	Iteration 18Q: 3 clusters Score -7284927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7285010.500000 Penalty: 5421.517090
	Iteration 19Q: 3 clusters Score -7285010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7285058.500000 Penalty: 5421.517090
	Iteration 20F: 3 clusters Score -7285058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7285096.000000 Penalty: 5421.517090
	Iteration 21Q: 3 clusters Score -7285096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7285113.000000 Penalty: 5421.517090
	Iteration 22Q: 3 clusters Score -7285113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7285124.000000 Penalty: 5421.517090
	Iteration 23Q: 3 clusters Score -7285124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7285138.500000 Penalty: 5421.517090
	Iteration 24Q: 3 clusters Score -7285138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7285138.000000 Penalty: 5421.517090
	Iteration 25Q: 3 clusters Score -7285138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7285136.500000 Penalty: 5421.517090
	Iteration 26Q: 3 clusters Score -7285136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7285137.500000 Penalty: 5421.517090
	Iteration 27Q: 3 clusters Score -7285138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7285151.500000 Penalty: 5421.517090
	Iteration 28Q: 3 clusters Score -7285152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7285148.500000 Penalty: 5421.517090
	Iteration 29Q: 3 clusters Score -7285148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7285149.500000 Penalty: 5421.517090
	Iteration 30Q: 3 clusters Score -7285150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7285149.500000 Penalty: 5421.517090
	Iteration 31F: 3 clusters Score -7285150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -747591.250000 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -747591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -742438.500000 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -742438.5 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -743697.375000 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -743697.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -743976.937500 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -743976.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -744195.000000 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -744195 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -744384.937500 Penalty: 4314.297363
	Iteration 4Q: 3 clusters Score -744384.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -744570.000000 Penalty: 4314.297363
	Iteration 5Q: 3 clusters Score -744570 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -744761.500000 Penalty: 4314.297363
	Iteration 6Q: 3 clusters Score -744761.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -744964.937500 Penalty: 4314.297363
	Iteration 7Q: 3 clusters Score -744964.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -745175.000000 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -745175 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -745392.625000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -745392.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -745598.187500 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -745598.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -745804.937500 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -745804.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -745994.437500 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -745994.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -746171.125000 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -746171.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -746316.375000 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -746316.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -746416.875000 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -746416.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -746490.250000 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -746490.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -746529.625000 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -746529.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -746555.437500 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -746555.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -746579.500000 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -746579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -746593.437500 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -746593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -746599.437500 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -746599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -746602.875000 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -746602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -746608.625000 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -746608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -746612.125000 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -746612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -746614.500000 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -746614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -746619.625000 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -746619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -746622.375000 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -746622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -746623.125000 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -746623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -746625.375000 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -746625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -746625.375000 Penalty: 4314.297363
	Iteration 30F: 3 clusters Score -746625.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Entering Unmasked Estep 
Score: -2312865.750000 Penalty: 2430.719482
	Iteration 0F: 2 clusters Score -2312866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2300083.500000 Penalty: 4861.438965
	Iteration 0F: 3 clusters Score -2300084 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2304328.000000 Penalty: 4861.438965
	Iteration 1F: 3 clusters Score -2304328 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2304765.000000 Penalty: 4861.438965
	Iteration 2F: 3 clusters Score -2304765 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2305198.250000 Penalty: 4861.438965
	Iteration 3F: 3 clusters Score -2305198 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2305685.750000 Penalty: 4861.438965
	Iteration 4F: 3 clusters Score -2305686 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2306320.250000 Penalty: 4861.438965
	Iteration 5F: 3 clusters Score -2306320 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2307100.250000 Penalty: 4861.438965
	Iteration 6F: 3 clusters Score -2307100 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2307950.000000 Penalty: 4861.438965
	Iteration 7F: 3 clusters Score -2307950 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2308801.250000 Penalty: 4861.438965
	Iteration 8F: 3 clusters Score -2308801 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2309498.000000 Penalty: 4861.438965
	Iteration 9Q: 3 clusters Score -2309498 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2309952.250000 Penalty: 4861.438965
	Iteration 10Q: 3 clusters Score -2309952 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2310226.500000 Penalty: 4861.438965
	Iteration 11Q: 3 clusters Score -2310226 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2310410.000000 Penalty: 4861.438965
	Iteration 12Q: 3 clusters Score -2310410 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2310501.750000 Penalty: 4861.438965
	Iteration 13Q: 3 clusters Score -2310502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2310559.000000 Penalty: 4861.438965
	Iteration 14Q: 3 clusters Score -2310559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2310612.750000 Penalty: 4861.438965
	Iteration 15Q: 3 clusters Score -2310613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2310643.500000 Penalty: 4861.438965
	Iteration 16Q: 3 clusters Score -2310644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2310666.750000 Penalty: 4861.438965
	Iteration 17Q: 3 clusters Score -2310667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2310682.500000 Penalty: 4861.438965
	Iteration 18Q: 3 clusters Score -2310682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2310697.500000 Penalty: 4861.438965
	Iteration 19Q: 3 clusters Score -2310698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2310711.750000 Penalty: 4861.438965
	Iteration 20F: 3 clusters Score -2310712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2310715.000000 Penalty: 4861.438965
	Iteration 21Q: 3 clusters Score -2310715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2310726.000000 Penalty: 4861.438965
	Iteration 22Q: 3 clusters Score -2310726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2310731.500000 Penalty: 4861.438965
	Iteration 23Q: 3 clusters Score -2310732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2310737.500000 Penalty: 4861.438965
	Iteration 24Q: 3 clusters Score -2310738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2310737.500000 Penalty: 4861.438965
	Iteration 25Q: 3 clusters Score -2310738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2310740.750000 Penalty: 4861.438965
	Iteration 26Q: 3 clusters Score -2310741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2310740.750000 Penalty: 4861.438965
	Iteration 27F: 3 clusters Score -2310741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (83912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Entering Unmasked Estep 
Score: -10831435.000000 Penalty: 2811.705811
	Iteration 0F: 2 clusters Score -1.083144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -10775073.000000 Penalty: 5623.411621
	Iteration 0F: 3 clusters Score -1.077507e+07 nChanged 39544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -10797286.000000 Penalty: 5623.411621
	Iteration 1F: 3 clusters Score -1.079729e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -10797969.000000 Penalty: 5623.411621
	Iteration 2Q: 3 clusters Score -1.079797e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -10798679.000000 Penalty: 5623.411621
	Iteration 3Q: 3 clusters Score -1.079868e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -10799662.000000 Penalty: 5623.411621
	Iteration 4Q: 3 clusters Score -1.079966e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -10800879.000000 Penalty: 5623.411621
	Iteration 5Q: 3 clusters Score -1.080088e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -10802447.000000 Penalty: 5623.411621
	Iteration 6Q: 3 clusters Score -1.080245e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -10804700.000000 Penalty: 5623.411621
	Iteration 7Q: 3 clusters Score -1.08047e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -10807477.000000 Penalty: 5623.411621
	Iteration 8F: 3 clusters Score -1.080748e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -10810975.000000 Penalty: 5623.411621
	Iteration 9F: 3 clusters Score -1.081098e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -10814478.000000 Penalty: 5623.411621
	Iteration 10F: 3 clusters Score -1.081448e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -10817212.000000 Penalty: 5623.411621
	Iteration 11F: 3 clusters Score -1.081721e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -10818656.000000 Penalty: 5623.411621
	Iteration 12Q: 3 clusters Score -1.081866e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -10819462.000000 Penalty: 5623.411621
	Iteration 13Q: 3 clusters Score -1.081946e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -10820077.000000 Penalty: 5623.411621
	Iteration 14Q: 3 clusters Score -1.082008e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -10820601.000000 Penalty: 5623.411621
	Iteration 15Q: 3 clusters Score -1.08206e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -10821171.000000 Penalty: 5623.411621
	Iteration 16Q: 3 clusters Score -1.082117e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -10821699.000000 Penalty: 5623.411621
	Iteration 17Q: 3 clusters Score -1.08217e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -10822370.000000 Penalty: 5623.411621
	Iteration 18Q: 3 clusters Score -1.082237e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -10822910.000000 Penalty: 5623.411621
	Iteration 19Q: 3 clusters Score -1.082291e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -10823607.000000 Penalty: 5623.411621
	Iteration 20F: 3 clusters Score -1.082361e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -10824253.000000 Penalty: 5623.411621
	Iteration 21Q: 3 clusters Score -1.082425e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -10824904.000000 Penalty: 5623.411621
	Iteration 22Q: 3 clusters Score -1.08249e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -10825475.000000 Penalty: 5623.411621
	Iteration 23Q: 3 clusters Score -1.082548e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -10826039.000000 Penalty: 5623.411621
	Iteration 24Q: 3 clusters Score -1.082604e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -10826538.000000 Penalty: 5623.411621
	Iteration 25Q: 3 clusters Score -1.082654e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -10827023.000000 Penalty: 5623.411621
	Iteration 26Q: 3 clusters Score -1.082702e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -10827520.000000 Penalty: 5623.411621
	Iteration 27Q: 3 clusters Score -1.082752e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -10827856.000000 Penalty: 5623.411621
	Iteration 28Q: 3 clusters Score -1.082786e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -10828109.000000 Penalty: 5623.411621
	Iteration 29Q: 3 clusters Score -1.082811e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -10828351.000000 Penalty: 5623.411621
	Iteration 30Q: 3 clusters Score -1.082835e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -10828602.000000 Penalty: 5623.411621
	Iteration 31Q: 3 clusters Score -1.08286e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -10828779.000000 Penalty: 5623.411621
	Iteration 32Q: 3 clusters Score -1.082878e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -10828926.000000 Penalty: 5623.411621
	Iteration 33Q: 3 clusters Score -1.082893e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -10829070.000000 Penalty: 5623.411621
	Iteration 34Q: 3 clusters Score -1.082907e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -10829217.000000 Penalty: 5623.411621
	Iteration 35Q: 3 clusters Score -1.082922e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -10829343.000000 Penalty: 5623.411621
	Iteration 36Q: 3 clusters Score -1.082934e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -10829423.000000 Penalty: 5623.411621
	Iteration 37Q: 3 clusters Score -1.082942e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -10829518.000000 Penalty: 5623.411621
	Iteration 38Q: 3 clusters Score -1.082952e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -10829579.000000 Penalty: 5623.411621
	Iteration 39Q: 3 clusters Score -1.082958e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -10829634.000000 Penalty: 5623.411621
	Iteration 40F: 3 clusters Score -1.082963e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -10829660.000000 Penalty: 5623.411621
	Iteration 41Q: 3 clusters Score -1.082966e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -10829696.000000 Penalty: 5623.411621
	Iteration 42Q: 3 clusters Score -1.08297e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -10829724.000000 Penalty: 5623.411621
	Iteration 43Q: 3 clusters Score -1.082972e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10829779.000000 Penalty: 5623.411621
	Iteration 44Q: 3 clusters Score -1.082978e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -10829809.000000 Penalty: 5623.411621
	Iteration 45Q: 3 clusters Score -1.082981e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -10829828.000000 Penalty: 5623.411621
	Iteration 46Q: 3 clusters Score -1.082983e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -10829871.000000 Penalty: 5623.411621
	Iteration 47Q: 3 clusters Score -1.082987e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -10829905.000000 Penalty: 5623.411621
	Iteration 48Q: 3 clusters Score -1.08299e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10829932.000000 Penalty: 5623.411621
	Iteration 49Q: 3 clusters Score -1.082993e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -10829949.000000 Penalty: 5623.411621
	Iteration 50Q: 3 clusters Score -1.082995e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -10829979.000000 Penalty: 5623.411621
	Iteration 51Q: 3 clusters Score -1.082998e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10829977.000000 Penalty: 5623.411621
	Iteration 52Q: 3 clusters Score -1.082998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -10829990.000000 Penalty: 5623.411621
	Iteration 53Q: 3 clusters Score -1.082999e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -10829992.000000 Penalty: 5623.411621
	Iteration 54Q: 3 clusters Score -1.082999e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -10830000.000000 Penalty: 5623.411621
	Iteration 55Q: 3 clusters Score -1.083e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -10830017.000000 Penalty: 5623.411621
	Iteration 56Q: 3 clusters Score -1.083002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10830013.000000 Penalty: 5623.411621
	Iteration 57Q: 3 clusters Score -1.083001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -10830042.000000 Penalty: 5623.411621
	Iteration 58Q: 3 clusters Score -1.083004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10830065.000000 Penalty: 5623.411621
	Iteration 59Q: 3 clusters Score -1.083006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10830076.000000 Penalty: 5623.411621
	Iteration 60F: 3 clusters Score -1.083008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10830077.000000 Penalty: 5623.411621
	Iteration 61Q: 3 clusters Score -1.083008e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10830076.000000 Penalty: 5623.411621
	Iteration 62Q: 3 clusters Score -1.083008e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10830085.000000 Penalty: 5623.411621
	Iteration 63Q: 3 clusters Score -1.083008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -10830081.000000 Penalty: 5623.411621
	Iteration 64Q: 3 clusters Score -1.083008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -10830076.000000 Penalty: 5623.411621
	Iteration 65Q: 3 clusters Score -1.083008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -10830072.000000 Penalty: 5623.411621
	Iteration 66Q: 3 clusters Score -1.083007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10830078.000000 Penalty: 5623.411621
	Iteration 67Q: 3 clusters Score -1.083008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10830075.000000 Penalty: 5623.411621
	Iteration 68Q: 3 clusters Score -1.083008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10830083.000000 Penalty: 5623.411621
	Iteration 69Q: 3 clusters Score -1.083008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10830072.000000 Penalty: 5623.411621
	Iteration 70Q: 3 clusters Score -1.083007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -10830070.000000 Penalty: 5623.411621
	Iteration 71Q: 3 clusters Score -1.083007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -10830070.000000 Penalty: 5623.411621
	Iteration 72Q: 3 clusters Score -1.083007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10830074.000000 Penalty: 5623.411621
	Iteration 73Q: 3 clusters Score -1.083007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -10830070.000000 Penalty: 5623.411621
	Iteration 74Q: 3 clusters Score -1.083007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10830075.000000 Penalty: 5623.411621
	Iteration 75Q: 3 clusters Score -1.083008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10830081.000000 Penalty: 5623.411621
	Iteration 76Q: 3 clusters Score -1.083008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.083008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10830079.000000 Penalty: 5623.411621
	Iteration 78Q: 3 clusters Score -1.083008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -10830072.000000 Penalty: 5623.411621
	Iteration 79Q: 3 clusters Score -1.083007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10830079.000000 Penalty: 5623.411621
	Iteration 80F: 3 clusters Score -1.083008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.083008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10830077.000000 Penalty: 5623.411621
	Iteration 82Q: 3 clusters Score -1.083008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -10830067.000000 Penalty: 5623.411621
	Iteration 83Q: 3 clusters Score -1.083007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.083006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10830067.000000 Penalty: 5623.411621
	Iteration 85Q: 3 clusters Score -1.083007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.083006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.083006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.083007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10830072.000000 Penalty: 5623.411621
	Iteration 89F: 3 clusters Score -1.083007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 3 contains 71660 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 58611 members 
Mstep: Class 8 contains 172088 members 
Mstep: Class 9 contains 144005 members 
Mstep: Class 10 contains 180425 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 287521 members 
Mstep: Class 18 contains 100271 members 
Mstep: Class 19 contains 55853 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 83912 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 18 clusters Score -1.49649e+08 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 519 members 
Mstep: Class 3 contains 73565 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 59892 members 
Mstep: Class 8 contains 171511 members 
Mstep: Class 9 contains 145597 members 
Mstep: Class 10 contains 180884 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 283576 members 
Mstep: Class 18 contains 100331 members 
Mstep: Class 19 contains 55126 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 18142 members 
Mstep: Class 22 contains 84592 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 18 clusters Score -1.496524e+08 nChanged 13909
Entering Unmasked Mstep 
Mstep: Class 0 contains 344 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 75413 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 60713 members 
Mstep: Class 8 contains 170826 members 
Mstep: Class 9 contains 147340 members 
Mstep: Class 10 contains 181026 members 
Mstep: Class 11 contains 350 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 280666 members 
Mstep: Class 18 contains 100283 members 
Mstep: Class 19 contains 54369 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 18283 members 
Mstep: Class 22 contains 85056 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -1.496547e+08 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 77232 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 61327 members 
Mstep: Class 8 contains 170123 members 
Mstep: Class 9 contains 148981 members 
Mstep: Class 10 contains 181135 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 278254 members 
Mstep: Class 18 contains 100196 members 
Mstep: Class 19 contains 53522 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 18422 members 
Mstep: Class 22 contains 85347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 18 clusters Score -1.496572e+08 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 79037 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 61804 members 
Mstep: Class 8 contains 169398 members 
Mstep: Class 9 contains 150563 members 
Mstep: Class 10 contains 181149 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 276155 members 
Mstep: Class 18 contains 100056 members 
Mstep: Class 19 contains 52631 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 18605 members 
Mstep: Class 22 contains 85557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 18 clusters Score -1.496583e+08 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 80792 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 62171 members 
Mstep: Class 8 contains 168717 members 
Mstep: Class 9 contains 151958 members 
Mstep: Class 10 contains 181240 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 274156 members 
Mstep: Class 18 contains 99909 members 
Mstep: Class 19 contains 51781 members 
Mstep: Class 20 contains 2782 members 
Mstep: Class 21 contains 18824 members 
Mstep: Class 22 contains 85679 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -1.496593e+08 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 82493 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 62471 members 
Mstep: Class 8 contains 168014 members 
Mstep: Class 9 contains 153291 members 
Mstep: Class 10 contains 181292 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 272297 members 
Mstep: Class 18 contains 99736 members 
Mstep: Class 19 contains 51024 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 19049 members 
Mstep: Class 22 contains 85729 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -1.496609e+08 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 84117 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 62738 members 
Mstep: Class 8 contains 167424 members 
Mstep: Class 9 contains 154545 members 
Mstep: Class 10 contains 181301 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 270564 members 
Mstep: Class 18 contains 99535 members 
Mstep: Class 19 contains 50274 members 
Mstep: Class 20 contains 2371 members 
Mstep: Class 21 contains 19248 members 
Mstep: Class 22 contains 85730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661840.000000 Penalty: 58980.136719
Iteration 46Q: 18 clusters Score -1.496618e+08 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 85680 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 62982 members 
Mstep: Class 8 contains 167019 members 
Mstep: Class 9 contains 155686 members 
Mstep: Class 10 contains 181305 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 268744 members 
Mstep: Class 18 contains 99348 members 
Mstep: Class 19 contains 49589 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 19498 members 
Mstep: Class 22 contains 85677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662720.000000 Penalty: 58980.136719
Iteration 47Q: 18 clusters Score -1.496627e+08 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 87151 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 63185 members 
Mstep: Class 8 contains 166717 members 
Mstep: Class 9 contains 156787 members 
Mstep: Class 10 contains 181276 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 267039 members 
Mstep: Class 18 contains 99203 members 
Mstep: Class 19 contains 48917 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 85544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663536.000000 Penalty: 58980.136719
Iteration 48Q: 18 clusters Score -1.496635e+08 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 88544 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 63361 members 
Mstep: Class 8 contains 166495 members 
Mstep: Class 9 contains 157813 members 
Mstep: Class 10 contains 181293 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 265355 members 
Mstep: Class 18 contains 99046 members 
Mstep: Class 19 contains 48284 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 19984 members 
Mstep: Class 22 contains 85362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664832.000000 Penalty: 58980.136719
Iteration 49Q: 18 clusters Score -1.496648e+08 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 89912 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 63539 members 
Mstep: Class 8 contains 166428 members 
Mstep: Class 9 contains 158763 members 
Mstep: Class 10 contains 181285 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 263629 members 
Mstep: Class 18 contains 98894 members 
Mstep: Class 19 contains 47671 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 20234 members 
Mstep: Class 22 contains 85139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665696.000000 Penalty: 58980.136719
Iteration 50Q: 18 clusters Score -1.496657e+08 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 91298 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4424 members 
Mstep: Class 7 contains 63684 members 
Mstep: Class 8 contains 166364 members 
Mstep: Class 9 contains 159763 members 
Mstep: Class 10 contains 181336 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 261814 members 
Mstep: Class 18 contains 98800 members 
Mstep: Class 19 contains 47084 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 84777 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 18 clusters Score -1.496672e+08 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 92584 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 63823 members 
Mstep: Class 8 contains 166349 members 
Mstep: Class 9 contains 160760 members 
Mstep: Class 10 contains 181378 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 260108 members 
Mstep: Class 18 contains 98736 members 
Mstep: Class 19 contains 46549 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 20780 members 
Mstep: Class 22 contains 84336 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 18 clusters Score -1.496676e+08 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 93748 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 63960 members 
Mstep: Class 8 contains 166417 members 
Mstep: Class 9 contains 161693 members 
Mstep: Class 10 contains 181430 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 258471 members 
Mstep: Class 18 contains 98703 members 
Mstep: Class 19 contains 46083 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 21034 members 
Mstep: Class 22 contains 83815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 18 clusters Score -1.496677e+08 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 94796 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 64068 members 
Mstep: Class 8 contains 166673 members 
Mstep: Class 9 contains 162630 members 
Mstep: Class 10 contains 181489 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 256816 members 
Mstep: Class 18 contains 98640 members 
Mstep: Class 19 contains 45612 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 21349 members 
Mstep: Class 22 contains 83254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -1.496681e+08 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 95796 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 64172 members 
Mstep: Class 8 contains 167007 members 
Mstep: Class 9 contains 163514 members 
Mstep: Class 10 contains 181604 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 255230 members 
Mstep: Class 18 contains 98588 members 
Mstep: Class 19 contains 45140 members 
Mstep: Class 20 contains 1931 members 
Mstep: Class 21 contains 21640 members 
Mstep: Class 22 contains 82596 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 18 clusters Score -1.496686e+08 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 96689 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 64248 members 
Mstep: Class 8 contains 167330 members 
Mstep: Class 9 contains 164374 members 
Mstep: Class 10 contains 181737 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 253709 members 
Mstep: Class 18 contains 98556 members 
Mstep: Class 19 contains 44727 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 21920 members 
Mstep: Class 22 contains 81955 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 18 clusters Score -1.496697e+08 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 97596 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 64341 members 
Mstep: Class 8 contains 167602 members 
Mstep: Class 9 contains 165197 members 
Mstep: Class 10 contains 181842 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 252270 members 
Mstep: Class 18 contains 98497 members 
Mstep: Class 19 contains 44374 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 22207 members 
Mstep: Class 22 contains 81280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670320.000000 Penalty: 58980.136719
Iteration 57Q: 18 clusters Score -1.496703e+08 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 548 members 
Mstep: Class 3 contains 98414 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 7 contains 64456 members 
Mstep: Class 8 contains 167919 members 
Mstep: Class 9 contains 166030 members 
Mstep: Class 10 contains 181911 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 250848 members 
Mstep: Class 18 contains 98416 members 
Mstep: Class 19 contains 44070 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 22486 members 
Mstep: Class 22 contains 80633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671136.000000 Penalty: 58980.136719
Iteration 58Q: 18 clusters Score -1.496711e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 545 members 
Mstep: Class 3 contains 99211 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 64540 members 
Mstep: Class 8 contains 168269 members 
Mstep: Class 9 contains 166864 members 
Mstep: Class 10 contains 181945 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 249483 members 
Mstep: Class 18 contains 98369 members 
Mstep: Class 19 contains 43794 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 22753 members 
Mstep: Class 22 contains 79929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672416.000000 Penalty: 58980.136719
Iteration 59Q: 18 clusters Score -1.496724e+08 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 99968 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 64651 members 
Mstep: Class 8 contains 168718 members 
Mstep: Class 9 contains 167537 members 
Mstep: Class 10 contains 181979 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 248172 members 
Mstep: Class 18 contains 98330 members 
Mstep: Class 19 contains 43472 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 23014 members 
Mstep: Class 22 contains 79284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673184.000000 Penalty: 58980.136719
Iteration 60F: 18 clusters Score -1.496732e+08 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 521 members 
Mstep: Class 3 contains 100609 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 64704 members 
Mstep: Class 8 contains 169134 members 
Mstep: Class 9 contains 168247 members 
Mstep: Class 10 contains 181918 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 247000 members 
Mstep: Class 18 contains 98296 members 
Mstep: Class 19 contains 43186 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 23313 members 
Mstep: Class 22 contains 78642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673664.000000 Penalty: 58980.136719
Iteration 61Q: 18 clusters Score -1.496737e+08 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 101279 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 64740 members 
Mstep: Class 8 contains 169576 members 
Mstep: Class 9 contains 168942 members 
Mstep: Class 10 contains 181825 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 245864 members 
Mstep: Class 18 contains 98249 members 
Mstep: Class 19 contains 42895 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 23586 members 
Mstep: Class 22 contains 78014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674512.000000 Penalty: 58980.136719
Iteration 62Q: 18 clusters Score -1.496745e+08 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 101907 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 64825 members 
Mstep: Class 8 contains 170041 members 
Mstep: Class 9 contains 169575 members 
Mstep: Class 10 contains 181742 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 244731 members 
Mstep: Class 18 contains 98223 members 
Mstep: Class 19 contains 42614 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 23850 members 
Mstep: Class 22 contains 77424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675408.000000 Penalty: 58980.136719
Iteration 63Q: 18 clusters Score -1.496754e+08 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 102483 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 64900 members 
Mstep: Class 8 contains 170502 members 
Mstep: Class 9 contains 170101 members 
Mstep: Class 10 contains 181726 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 243641 members 
Mstep: Class 18 contains 98171 members 
Mstep: Class 19 contains 42350 members 
Mstep: Class 20 contains 2056 members 
Mstep: Class 21 contains 24132 members 
Mstep: Class 22 contains 76899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676160.000000 Penalty: 58980.136719
Iteration 64Q: 18 clusters Score -1.496762e+08 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 103002 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 64971 members 
Mstep: Class 8 contains 171023 members 
Mstep: Class 9 contains 170623 members 
Mstep: Class 10 contains 181673 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 242516 members 
Mstep: Class 18 contains 98183 members 
Mstep: Class 19 contains 42045 members 
Mstep: Class 20 contains 2049 members 
Mstep: Class 21 contains 24435 members 
Mstep: Class 22 contains 76403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676912.000000 Penalty: 58980.136719
Iteration 65Q: 18 clusters Score -1.496769e+08 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 103515 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 65066 members 
Mstep: Class 8 contains 171509 members 
Mstep: Class 9 contains 171073 members 
Mstep: Class 10 contains 181662 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 241474 members 
Mstep: Class 18 contains 98165 members 
Mstep: Class 19 contains 41826 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 24722 members 
Mstep: Class 22 contains 75838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677104.000000 Penalty: 58980.136719
Iteration 66Q: 18 clusters Score -1.496771e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 103945 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 65158 members 
Mstep: Class 8 contains 172055 members 
Mstep: Class 9 contains 171461 members 
Mstep: Class 10 contains 181622 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 240476 members 
Mstep: Class 18 contains 98159 members 
Mstep: Class 19 contains 41648 members 
Mstep: Class 20 contains 2046 members 
Mstep: Class 21 contains 25006 members 
Mstep: Class 22 contains 75278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149677680.000000 Penalty: 58980.136719
Iteration 67Q: 18 clusters Score -1.496777e+08 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 104361 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 65264 members 
Mstep: Class 8 contains 172612 members 
Mstep: Class 9 contains 171803 members 
Mstep: Class 10 contains 181622 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 239467 members 
Mstep: Class 18 contains 98142 members 
Mstep: Class 19 contains 41466 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 25304 members 
Mstep: Class 22 contains 74744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678000.000000 Penalty: 58980.136719
Iteration 68Q: 18 clusters Score -1.49678e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 467 members 
Mstep: Class 3 contains 104751 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 65374 members 
Mstep: Class 8 contains 173081 members 
Mstep: Class 9 contains 172125 members 
Mstep: Class 10 contains 181640 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 238484 members 
Mstep: Class 18 contains 98114 members 
Mstep: Class 19 contains 41318 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 25590 members 
Mstep: Class 22 contains 74297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678160.000000 Penalty: 58980.136719
Iteration 69Q: 18 clusters Score -1.496782e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 466 members 
Mstep: Class 3 contains 105121 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 65455 members 
Mstep: Class 8 contains 173573 members 
Mstep: Class 9 contains 172387 members 
Mstep: Class 10 contains 181643 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 237609 members 
Mstep: Class 18 contains 98060 members 
Mstep: Class 19 contains 41135 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 25903 members 
Mstep: Class 22 contains 73869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678176.000000 Penalty: 58980.136719
Iteration 70Q: 18 clusters Score -1.496782e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 465 members 
Mstep: Class 3 contains 105514 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 65553 members 
Mstep: Class 8 contains 174019 members 
Mstep: Class 9 contains 172588 members 
Mstep: Class 10 contains 181644 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 236739 members 
Mstep: Class 18 contains 98013 members 
Mstep: Class 19 contains 40992 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 26186 members 
Mstep: Class 22 contains 73477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678576.000000 Penalty: 58980.136719
Iteration 71Q: 18 clusters Score -1.496786e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 464 members 
Mstep: Class 3 contains 105860 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 65642 members 
Mstep: Class 8 contains 174452 members 
Mstep: Class 9 contains 172791 members 
Mstep: Class 10 contains 181634 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 235949 members 
Mstep: Class 18 contains 97937 members 
Mstep: Class 19 contains 40828 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 26483 members 
Mstep: Class 22 contains 73115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679216.000000 Penalty: 58980.136719
Iteration 72Q: 18 clusters Score -1.496792e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 106216 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 65759 members 
Mstep: Class 8 contains 174845 members 
Mstep: Class 9 contains 172950 members 
Mstep: Class 10 contains 181676 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 235133 members 
Mstep: Class 18 contains 97863 members 
Mstep: Class 19 contains 40745 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 26711 members 
Mstep: Class 22 contains 72759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679328.000000 Penalty: 58980.136719
Iteration 73Q: 18 clusters Score -1.496793e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 106529 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 65854 members 
Mstep: Class 8 contains 175298 members 
Mstep: Class 9 contains 173069 members 
Mstep: Class 10 contains 181761 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 234320 members 
Mstep: Class 18 contains 97799 members 
Mstep: Class 19 contains 40641 members 
Mstep: Class 20 contains 2049 members 
Mstep: Class 21 contains 26908 members 
Mstep: Class 22 contains 72422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679312.000000 Penalty: 58980.136719
Iteration 74Q: 18 clusters Score -1.496793e+08 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 106860 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4399 members 
Mstep: Class 7 contains 65946 members 
Mstep: Class 8 contains 175702 members 
Mstep: Class 9 contains 173155 members 
Mstep: Class 10 contains 181872 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 233504 members 
Mstep: Class 18 contains 97748 members 
Mstep: Class 19 contains 40528 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 27129 members 
Mstep: Class 22 contains 72100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679440.000000 Penalty: 58980.136719
Iteration 75Q: 18 clusters Score -1.496794e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 107160 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 66057 members 
Mstep: Class 8 contains 176148 members 
Mstep: Class 9 contains 173165 members 
Mstep: Class 10 contains 181960 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 232701 members 
Mstep: Class 18 contains 97715 members 
Mstep: Class 19 contains 40430 members 
Mstep: Class 20 contains 2048 members 
Mstep: Class 21 contains 27311 members 
Mstep: Class 22 contains 71840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149679760.000000 Penalty: 58980.136719
Iteration 76Q: 18 clusters Score -1.496798e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 463 members 
Mstep: Class 3 contains 107470 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 66190 members 
Mstep: Class 8 contains 176638 members 
Mstep: Class 9 contains 173088 members 
Mstep: Class 10 contains 182056 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 231907 members 
Mstep: Class 18 contains 97679 members 
Mstep: Class 19 contains 40417 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 27453 members 
Mstep: Class 22 contains 71551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680544.000000 Penalty: 58980.136719
Iteration 77Q: 18 clusters Score -1.496805e+08 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 107759 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 66334 members 
Mstep: Class 8 contains 177253 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 182132 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 231125 members 
Mstep: Class 18 contains 97646 members 
Mstep: Class 19 contains 40366 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 27581 members 
Mstep: Class 22 contains 71262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149680768.000000 Penalty: 58980.136719
Iteration 78Q: 18 clusters Score -1.496808e+08 nChanged 4082
Entering ConstructFrom: 
Score: -149680768.000000 Penalty: 58980.136719
Entering ConstructFrom: 
Trying to split cluster 1 (5669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Entering Unmasked Estep 
Score: -693825.187500 Penalty: 2143.406494
	Iteration 0F: 2 clusters Score -693825.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -688934.000000 Penalty: 4286.812988
	Iteration 0F: 3 clusters Score -688934 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -690250.000000 Penalty: 4286.812988
	Iteration 1F: 3 clusters Score -690250 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -690622.562500 Penalty: 4286.812988
	Iteration 2F: 3 clusters Score -690622.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -690957.437500 Penalty: 4286.812988
	Iteration 3F: 3 clusters Score -690957.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -691268.187500 Penalty: 4286.812988
	Iteration 4F: 3 clusters Score -691268.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -691536.312500 Penalty: 4286.812988
	Iteration 5F: 3 clusters Score -691536.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -691738.625000 Penalty: 4286.812988
	Iteration 6Q: 3 clusters Score -691738.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -691884.875000 Penalty: 4286.812988
	Iteration 7Q: 3 clusters Score -691884.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -692012.500000 Penalty: 4286.812988
	Iteration 8Q: 3 clusters Score -692012.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -692116.437500 Penalty: 4286.812988
	Iteration 9Q: 3 clusters Score -692116.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -692185.875000 Penalty: 4286.812988
	Iteration 10Q: 3 clusters Score -692185.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -692233.687500 Penalty: 4286.812988
	Iteration 11Q: 3 clusters Score -692233.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -692268.687500 Penalty: 4286.812988
	Iteration 12Q: 3 clusters Score -692268.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -692307.562500 Penalty: 4286.812988
	Iteration 13Q: 3 clusters Score -692307.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -692335.187500 Penalty: 4286.812988
	Iteration 14Q: 3 clusters Score -692335.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -692361.750000 Penalty: 4286.812988
	Iteration 15Q: 3 clusters Score -692361.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -692385.312500 Penalty: 4286.812988
	Iteration 16Q: 3 clusters Score -692385.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -692402.000000 Penalty: 4286.812988
	Iteration 17Q: 3 clusters Score -692402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -692411.125000 Penalty: 4286.812988
	Iteration 18Q: 3 clusters Score -692411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -692416.250000 Penalty: 4286.812988
	Iteration 19Q: 3 clusters Score -692416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -692417.187500 Penalty: 4286.812988
	Iteration 20F: 3 clusters Score -692417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -692417.000000 Penalty: 4286.812988
	Iteration 21Q: 3 clusters Score -692417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -692418.312500 Penalty: 4286.812988
	Iteration 22Q: 3 clusters Score -692418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -692419.312500 Penalty: 4286.812988
	Iteration 23Q: 3 clusters Score -692419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -692419.312500 Penalty: 4286.812988
	Iteration 24F: 3 clusters Score -692419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -51848.820312 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -51848.82 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 214 members 
Entering Unmasked Estep 
Score: -50454.542969 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -50454.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50655.578125 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -50655.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50746.593750 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -50746.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50795.468750 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -50795.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50822.566406 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -50822.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50837.300781 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -50837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50857.308594 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -50857.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50881.117188 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -50881.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50890.449219 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -50890.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50905.734375 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -50905.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50914.953125 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -50914.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50919.484375 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -50919.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50925.976562 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -50925.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50930.882812 Penalty: 3042.165527
	Iteration 13Q: 3 clusters Score -50930.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50935.976562 Penalty: 3042.165527
	Iteration 14Q: 3 clusters Score -50935.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50938.691406 Penalty: 3042.165527
	Iteration 15Q: 3 clusters Score -50938.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50942.304688 Penalty: 3042.165527
	Iteration 16Q: 3 clusters Score -50942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50946.437500 Penalty: 3042.165527
	Iteration 17Q: 3 clusters Score -50946.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -50952.746094 Penalty: 3042.165527
	Iteration 18Q: 3 clusters Score -50952.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -50954.679688 Penalty: 3042.165527
	Iteration 19Q: 3 clusters Score -50954.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -50965.835938 Penalty: 3042.165527
	Iteration 20F: 3 clusters Score -50965.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51010.605469 Penalty: 3042.165527
	Iteration 21Q: 3 clusters Score -51010.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51018.335938 Penalty: 3042.165527
	Iteration 22Q: 3 clusters Score -51018.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51021.234375 Penalty: 3042.165527
	Iteration 23Q: 3 clusters Score -51021.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -51021.234375 Penalty: 3042.165527
	Iteration 24F: 3 clusters Score -51021.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (108050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Entering Unmasked Estep 
Score: -13865541.000000 Penalty: 2874.406494
	Iteration 0F: 2 clusters Score -1.386554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -13793273.000000 Penalty: 5748.812988
	Iteration 0F: 3 clusters Score -1.379327e+07 nChanged 51292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -13822776.000000 Penalty: 5748.812988
	Iteration 1F: 3 clusters Score -1.382278e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -13823591.000000 Penalty: 5748.812988
	Iteration 2Q: 3 clusters Score -1.382359e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -13824519.000000 Penalty: 5748.812988
	Iteration 3Q: 3 clusters Score -1.382452e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -13826037.000000 Penalty: 5748.812988
	Iteration 4Q: 3 clusters Score -1.382604e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -13828362.000000 Penalty: 5748.812988
	Iteration 5Q: 3 clusters Score -1.382836e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -13832698.000000 Penalty: 5748.812988
	Iteration 6F: 3 clusters Score -1.38327e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -13839501.000000 Penalty: 5748.812988
	Iteration 7F: 3 clusters Score -1.38395e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -13847856.000000 Penalty: 5748.812988
	Iteration 8F: 3 clusters Score -1.384786e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -13855611.000000 Penalty: 5748.812988
	Iteration 9F: 3 clusters Score -1.385561e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -13860140.000000 Penalty: 5748.812988
	Iteration 10Q: 3 clusters Score -1.386014e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106903 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13862042.000000 Penalty: 5748.812988
	Iteration 11Q: 3 clusters Score -1.386204e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -13862625.000000 Penalty: 5748.812988
	Iteration 12Q: 3 clusters Score -1.386262e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -13862789.000000 Penalty: 5748.812988
	Iteration 13Q: 3 clusters Score -1.386279e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107759 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13862884.000000 Penalty: 5748.812988
	Iteration 14Q: 3 clusters Score -1.386288e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107794 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13862945.000000 Penalty: 5748.812988
	Iteration 15Q: 3 clusters Score -1.386294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13862965.000000 Penalty: 5748.812988
	Iteration 16Q: 3 clusters Score -1.386296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13862971.000000 Penalty: 5748.812988
	Iteration 17Q: 3 clusters Score -1.386297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13862995.000000 Penalty: 5748.812988
	Iteration 18Q: 3 clusters Score -1.3863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13862995.000000 Penalty: 5748.812988
	Iteration 19Q: 3 clusters Score -1.3863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13862997.000000 Penalty: 5748.812988
	Iteration 20F: 3 clusters Score -1.3863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -111351.640625 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -111351.6 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 549 members 
Entering Unmasked Estep 
Score: -109462.921875 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -109462.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110212.765625 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -110212.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110901.804688 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -110901.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111514.789062 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -111514.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111979.101562 Penalty: 3474.871338
	Iteration 4F: 3 clusters Score -111979.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112178.968750 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -112179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112275.687500 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -112275.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112345.953125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -112346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112369.914062 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -112369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112380.703125 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -112380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112394.984375 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -112395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112407.148438 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -112407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112425.437500 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -112425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112438.328125 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -112438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112455.304688 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -112455.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112469.328125 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -112469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112476.890625 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -112476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112480.382812 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -112480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112486.375000 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -112486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112515.781250 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -112515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112584.828125 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -112584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112606.414062 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -112606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112607.921875 Penalty: 3474.871338
	Iteration 22Q: 3 clusters Score -112607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112607.921875 Penalty: 3474.871338
	Iteration 23F: 3 clusters Score -112607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 108050 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 66472 members 
Mstep: Class 8 contains 177843 members 
Mstep: Class 9 contains 172859 members 
Mstep: Class 10 contains 182140 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 230380 members 
Mstep: Class 18 contains 97618 members 
Mstep: Class 19 contains 40334 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 27708 members 
Mstep: Class 22 contains 70994 members 
Entering Unmasked Estep 
Score: -149680848.000000 Penalty: 62449.558594
Splitting cluster 4 changes total score from -149680768.000000 to -149680848.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -549394.312500 Penalty: 2080.392090
	Iteration 0F: 2 clusters Score -549394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -545242.437500 Penalty: 4160.784180
	Iteration 0F: 3 clusters Score -545242.4 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -546239.125000 Penalty: 4160.784180
	Iteration 1F: 3 clusters Score -546239.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -546451.062500 Penalty: 4160.784180
	Iteration 2F: 3 clusters Score -546451.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -546570.000000 Penalty: 4160.784180
	Iteration 3Q: 3 clusters Score -546570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -546637.812500 Penalty: 4160.784180
	Iteration 4Q: 3 clusters Score -546637.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -546697.750000 Penalty: 4160.784180
	Iteration 5Q: 3 clusters Score -546697.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -546746.312500 Penalty: 4160.784180
	Iteration 6Q: 3 clusters Score -546746.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -546779.187500 Penalty: 4160.784180
	Iteration 7Q: 3 clusters Score -546779.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -546807.187500 Penalty: 4160.784180
	Iteration 8Q: 3 clusters Score -546807.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -546838.562500 Penalty: 4160.784180
	Iteration 9Q: 3 clusters Score -546838.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -546871.687500 Penalty: 4160.784180
	Iteration 10Q: 3 clusters Score -546871.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -546908.500000 Penalty: 4160.784180
	Iteration 11Q: 3 clusters Score -546908.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -546937.937500 Penalty: 4160.784180
	Iteration 12Q: 3 clusters Score -546937.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -546968.312500 Penalty: 4160.784180
	Iteration 13Q: 3 clusters Score -546968.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -547007.687500 Penalty: 4160.784180
	Iteration 14Q: 3 clusters Score -547007.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -547046.875000 Penalty: 4160.784180
	Iteration 15Q: 3 clusters Score -547046.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -547080.875000 Penalty: 4160.784180
	Iteration 16Q: 3 clusters Score -547080.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -547134.687500 Penalty: 4160.784180
	Iteration 17Q: 3 clusters Score -547134.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -547186.562500 Penalty: 4160.784180
	Iteration 18Q: 3 clusters Score -547186.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -547259.062500 Penalty: 4160.784180
	Iteration 19Q: 3 clusters Score -547259.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -547340.687500 Penalty: 4160.784180
	Iteration 20F: 3 clusters Score -547340.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -547434.437500 Penalty: 4160.784180
	Iteration 21Q: 3 clusters Score -547434.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -547584.625000 Penalty: 4160.784180
	Iteration 22Q: 3 clusters Score -547584.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -547766.000000 Penalty: 4160.784180
	Iteration 23Q: 3 clusters Score -547766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -547926.750000 Penalty: 4160.784180
	Iteration 24Q: 3 clusters Score -547926.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -548066.000000 Penalty: 4160.784180
	Iteration 25Q: 3 clusters Score -548066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -548228.812500 Penalty: 4160.784180
	Iteration 26Q: 3 clusters Score -548228.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -548420.500000 Penalty: 4160.784180
	Iteration 27Q: 3 clusters Score -548420.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -548542.625000 Penalty: 4160.784180
	Iteration 28Q: 3 clusters Score -548542.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -548637.312500 Penalty: 4160.784180
	Iteration 29Q: 3 clusters Score -548637.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -548721.687500 Penalty: 4160.784180
	Iteration 30Q: 3 clusters Score -548721.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -548812.375000 Penalty: 4160.784180
	Iteration 31Q: 3 clusters Score -548812.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -548897.687500 Penalty: 4160.784180
	Iteration 32Q: 3 clusters Score -548897.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -548949.187500 Penalty: 4160.784180
	Iteration 33Q: 3 clusters Score -548949.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -548992.125000 Penalty: 4160.784180
	Iteration 34Q: 3 clusters Score -548992.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -549023.812500 Penalty: 4160.784180
	Iteration 35Q: 3 clusters Score -549023.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -549042.312500 Penalty: 4160.784180
	Iteration 36Q: 3 clusters Score -549042.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -549057.000000 Penalty: 4160.784180
	Iteration 37Q: 3 clusters Score -549057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -549076.437500 Penalty: 4160.784180
	Iteration 38Q: 3 clusters Score -549076.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -549092.250000 Penalty: 4160.784180
	Iteration 39Q: 3 clusters Score -549092.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -549107.062500 Penalty: 4160.784180
	Iteration 40F: 3 clusters Score -549107.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -549116.875000 Penalty: 4160.784180
	Iteration 41Q: 3 clusters Score -549116.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -549124.937500 Penalty: 4160.784180
	Iteration 42Q: 3 clusters Score -549124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -549128.687500 Penalty: 4160.784180
	Iteration 43Q: 3 clusters Score -549128.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -549131.062500 Penalty: 4160.784180
	Iteration 44Q: 3 clusters Score -549131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -549133.125000 Penalty: 4160.784180
	Iteration 45Q: 3 clusters Score -549133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -549133.437500 Penalty: 4160.784180
	Iteration 46Q: 3 clusters Score -549133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -549135.000000 Penalty: 4160.784180
	Iteration 47Q: 3 clusters Score -549135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -549134.875000 Penalty: 4160.784180
	Iteration 48Q: 3 clusters Score -549134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -549137.125000 Penalty: 4160.784180
	Iteration 49Q: 3 clusters Score -549137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -549140.062500 Penalty: 4160.784180
	Iteration 50Q: 3 clusters Score -549140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -549140.125000 Penalty: 4160.784180
	Iteration 51Q: 3 clusters Score -549140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -549139.375000 Penalty: 4160.784180
	Iteration 52Q: 3 clusters Score -549139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -549139.375000 Penalty: 4160.784180
	Iteration 53F: 3 clusters Score -549139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Entering Unmasked Estep 
Score: -8291218.000000 Penalty: 2753.925049
	Iteration 0F: 2 clusters Score -8291218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -8246629.500000 Penalty: 5507.850098
	Iteration 0F: 3 clusters Score -8246630 nChanged 31120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8264122.500000 Penalty: 5507.850098
	Iteration 1F: 3 clusters Score -8264122 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -8265104.500000 Penalty: 5507.850098
	Iteration 2Q: 3 clusters Score -8265104 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -8266678.000000 Penalty: 5507.850098
	Iteration 3F: 3 clusters Score -8266678 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -8269230.500000 Penalty: 5507.850098
	Iteration 4F: 3 clusters Score -8269230 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -8273368.000000 Penalty: 5507.850098
	Iteration 5F: 3 clusters Score -8273368 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -8278919.500000 Penalty: 5507.850098
	Iteration 6F: 3 clusters Score -8278920 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8283913.500000 Penalty: 5507.850098
	Iteration 7F: 3 clusters Score -8283914 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8286995.000000 Penalty: 5507.850098
	Iteration 8Q: 3 clusters Score -8286995 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8288173.000000 Penalty: 5507.850098
	Iteration 9Q: 3 clusters Score -8288173 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8288552.500000 Penalty: 5507.850098
	Iteration 10Q: 3 clusters Score -8288552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8288673.500000 Penalty: 5507.850098
	Iteration 11Q: 3 clusters Score -8288674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8288721.000000 Penalty: 5507.850098
	Iteration 12Q: 3 clusters Score -8288721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8288745.500000 Penalty: 5507.850098
	Iteration 13Q: 3 clusters Score -8288746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8288769.500000 Penalty: 5507.850098
	Iteration 14Q: 3 clusters Score -8288770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8288798.500000 Penalty: 5507.850098
	Iteration 15Q: 3 clusters Score -8288798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8288813.500000 Penalty: 5507.850098
	Iteration 16Q: 3 clusters Score -8288814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8288823.000000 Penalty: 5507.850098
	Iteration 17Q: 3 clusters Score -8288823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8288825.500000 Penalty: 5507.850098
	Iteration 18Q: 3 clusters Score -8288826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8288831.500000 Penalty: 5507.850098
	Iteration 19Q: 3 clusters Score -8288832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8288831.500000 Penalty: 5507.850098
	Iteration 20F: 3 clusters Score -8288832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (177843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177843 members 
Entering Unmasked Estep 
Score: -22839942.000000 Penalty: 2997.986816
	Iteration 0F: 2 clusters Score -2.283994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -22722642.000000 Penalty: 5995.973633
	Iteration 0F: 3 clusters Score -2.272264e+07 nChanged 85160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -22772432.000000 Penalty: 5995.973633
	Iteration 1F: 3 clusters Score -2.277243e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -22773350.000000 Penalty: 5995.973633
	Iteration 2Q: 3 clusters Score -2.277335e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -22774536.000000 Penalty: 5995.973633
	Iteration 3Q: 3 clusters Score -2.277454e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -22776370.000000 Penalty: 5995.973633
	Iteration 4Q: 3 clusters Score -2.277637e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -22779120.000000 Penalty: 5995.973633
	Iteration 5Q: 3 clusters Score -2.277912e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105167 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -22783052.000000 Penalty: 5995.973633
	Iteration 6Q: 3 clusters Score -2.278305e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -22789614.000000 Penalty: 5995.973633
	Iteration 7F: 3 clusters Score -2.278961e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -22798626.000000 Penalty: 5995.973633
	Iteration 8F: 3 clusters Score -2.279863e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -22809068.000000 Penalty: 5995.973633
	Iteration 9F: 3 clusters Score -2.280907e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140343 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -22817822.000000 Penalty: 5995.973633
	Iteration 10F: 3 clusters Score -2.281782e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145911 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -22823484.000000 Penalty: 5995.973633
	Iteration 11Q: 3 clusters Score -2.282348e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150005 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -22826834.000000 Penalty: 5995.973633
	Iteration 12Q: 3 clusters Score -2.282683e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -22829394.000000 Penalty: 5995.973633
	Iteration 13Q: 3 clusters Score -2.282939e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156305 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -22831506.000000 Penalty: 5995.973633
	Iteration 14Q: 3 clusters Score -2.283151e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -22833202.000000 Penalty: 5995.973633
	Iteration 15Q: 3 clusters Score -2.28332e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -22834568.000000 Penalty: 5995.973633
	Iteration 16Q: 3 clusters Score -2.283457e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162686 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -22835738.000000 Penalty: 5995.973633
	Iteration 17Q: 3 clusters Score -2.283574e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -22836494.000000 Penalty: 5995.973633
	Iteration 18Q: 3 clusters Score -2.283649e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -22837114.000000 Penalty: 5995.973633
	Iteration 19Q: 3 clusters Score -2.283711e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166520 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -22837604.000000 Penalty: 5995.973633
	Iteration 20F: 3 clusters Score -2.28376e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -22837928.000000 Penalty: 5995.973633
	Iteration 21Q: 3 clusters Score -2.283793e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -22838138.000000 Penalty: 5995.973633
	Iteration 22Q: 3 clusters Score -2.283814e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -22838294.000000 Penalty: 5995.973633
	Iteration 23Q: 3 clusters Score -2.283829e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -22838432.000000 Penalty: 5995.973633
	Iteration 24Q: 3 clusters Score -2.283843e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -22838480.000000 Penalty: 5995.973633
	Iteration 25Q: 3 clusters Score -2.283848e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170471 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -22838552.000000 Penalty: 5995.973633
	Iteration 26Q: 3 clusters Score -2.283855e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170892 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -22838674.000000 Penalty: 5995.973633
	Iteration 27Q: 3 clusters Score -2.283867e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -22838724.000000 Penalty: 5995.973633
	Iteration 28Q: 3 clusters Score -2.283872e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -22838762.000000 Penalty: 5995.973633
	Iteration 29Q: 3 clusters Score -2.283876e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171843 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -22838818.000000 Penalty: 5995.973633
	Iteration 30Q: 3 clusters Score -2.283882e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -22838856.000000 Penalty: 5995.973633
	Iteration 31Q: 3 clusters Score -2.283886e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172298 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -22838830.000000 Penalty: 5995.973633
	Iteration 32Q: 3 clusters Score -2.283883e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -22838812.000000 Penalty: 5995.973633
	Iteration 33Q: 3 clusters Score -2.283881e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172630 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -22838834.000000 Penalty: 5995.973633
	Iteration 34Q: 3 clusters Score -2.283883e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -22838854.000000 Penalty: 5995.973633
	Iteration 35Q: 3 clusters Score -2.283885e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172867 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -22838850.000000 Penalty: 5995.973633
	Iteration 36Q: 3 clusters Score -2.283885e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -22838862.000000 Penalty: 5995.973633
	Iteration 37Q: 3 clusters Score -2.283886e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173109 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -22838894.000000 Penalty: 5995.973633
	Iteration 38Q: 3 clusters Score -2.283889e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173220 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -22838878.000000 Penalty: 5995.973633
	Iteration 39Q: 3 clusters Score -2.283888e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173310 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -22838890.000000 Penalty: 5995.973633
	Iteration 40F: 3 clusters Score -2.283889e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -22838898.000000 Penalty: 5995.973633
	Iteration 41Q: 3 clusters Score -2.28389e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -22838906.000000 Penalty: 5995.973633
	Iteration 42Q: 3 clusters Score -2.283891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173539 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -22838890.000000 Penalty: 5995.973633
	Iteration 43Q: 3 clusters Score -2.283889e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173581 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22838892.000000 Penalty: 5995.973633
	Iteration 44Q: 3 clusters Score -2.283889e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -22838910.000000 Penalty: 5995.973633
	Iteration 45Q: 3 clusters Score -2.283891e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -22838920.000000 Penalty: 5995.973633
	Iteration 46Q: 3 clusters Score -2.283892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173677 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -22838908.000000 Penalty: 5995.973633
	Iteration 47Q: 3 clusters Score -2.283891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173700 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -22838922.000000 Penalty: 5995.973633
	Iteration 48Q: 3 clusters Score -2.283892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173719 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22838918.000000 Penalty: 5995.973633
	Iteration 49Q: 3 clusters Score -2.283892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173740 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -22838918.000000 Penalty: 5995.973633
	Iteration 50Q: 3 clusters Score -2.283892e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173764 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -22838950.000000 Penalty: 5995.973633
	Iteration 51Q: 3 clusters Score -2.283895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -22838946.000000 Penalty: 5995.973633
	Iteration 52Q: 3 clusters Score -2.283895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173808 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -22838946.000000 Penalty: 5995.973633
	Iteration 53Q: 3 clusters Score -2.283895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -22838956.000000 Penalty: 5995.973633
	Iteration 54Q: 3 clusters Score -2.283896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -22838932.000000 Penalty: 5995.973633
	Iteration 55Q: 3 clusters Score -2.283893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -22838932.000000 Penalty: 5995.973633
	Iteration 56Q: 3 clusters Score -2.283893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173865 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -22838936.000000 Penalty: 5995.973633
	Iteration 57Q: 3 clusters Score -2.283894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -22838926.000000 Penalty: 5995.973633
	Iteration 58Q: 3 clusters Score -2.283893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -22838926.000000 Penalty: 5995.973633
	Iteration 59Q: 3 clusters Score -2.283893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -22838922.000000 Penalty: 5995.973633
	Iteration 60F: 3 clusters Score -2.283892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -22838928.000000 Penalty: 5995.973633
	Iteration 61Q: 3 clusters Score -2.283893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -22838926.000000 Penalty: 5995.973633
	Iteration 62Q: 3 clusters Score -2.283893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173898 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22838924.000000 Penalty: 5995.973633
	Iteration 63Q: 3 clusters Score -2.283892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -22838922.000000 Penalty: 5995.973633
	Iteration 64Q: 3 clusters Score -2.283892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173905 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22838934.000000 Penalty: 5995.973633
	Iteration 65Q: 3 clusters Score -2.283893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -22838926.000000 Penalty: 5995.973633
	Iteration 66Q: 3 clusters Score -2.283893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173909 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -22838922.000000 Penalty: 5995.973633
	Iteration 67Q: 3 clusters Score -2.283892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173911 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -22838926.000000 Penalty: 5995.973633
	Iteration 68Q: 3 clusters Score -2.283893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -22838910.000000 Penalty: 5995.973633
	Iteration 69Q: 3 clusters Score -2.283891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -22838930.000000 Penalty: 5995.973633
	Iteration 70Q: 3 clusters Score -2.283893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -22838932.000000 Penalty: 5995.973633
	Iteration 71Q: 3 clusters Score -2.283893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173925 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -22838932.000000 Penalty: 5995.973633
	Iteration 72Q: 3 clusters Score -2.283893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173928 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -22838928.000000 Penalty: 5995.973633
	Iteration 73Q: 3 clusters Score -2.283893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173930 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -22838930.000000 Penalty: 5995.973633
	Iteration 74Q: 3 clusters Score -2.283893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -22838940.000000 Penalty: 5995.973633
	Iteration 75Q: 3 clusters Score -2.283894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173936 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -22838940.000000 Penalty: 5995.973633
	Iteration 76Q: 3 clusters Score -2.283894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -22838936.000000 Penalty: 5995.973633
	Iteration 77Q: 3 clusters Score -2.283894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -22838936.000000 Penalty: 5995.973633
	Iteration 78F: 3 clusters Score -2.283894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172859 members 
Entering Unmasked Estep 
Score: -22132886.000000 Penalty: 2990.937256
	Iteration 0F: 2 clusters Score -2.213289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -22017876.000000 Penalty: 5981.874512
	Iteration 0F: 3 clusters Score -2.201788e+07 nChanged 82983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -22066358.000000 Penalty: 5981.874512
	Iteration 1F: 3 clusters Score -2.206636e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89577 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -22067452.000000 Penalty: 5981.874512
	Iteration 2Q: 3 clusters Score -2.206745e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -22068878.000000 Penalty: 5981.874512
	Iteration 3Q: 3 clusters Score -2.206888e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -22071040.000000 Penalty: 5981.874512
	Iteration 4Q: 3 clusters Score -2.207104e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -22074050.000000 Penalty: 5981.874512
	Iteration 5Q: 3 clusters Score -2.207405e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103167 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -22078516.000000 Penalty: 5981.874512
	Iteration 6Q: 3 clusters Score -2.207852e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -22085266.000000 Penalty: 5981.874512
	Iteration 7F: 3 clusters Score -2.208527e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -22093288.000000 Penalty: 5981.874512
	Iteration 8F: 3 clusters Score -2.209329e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125522 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -22101006.000000 Penalty: 5981.874512
	Iteration 9F: 3 clusters Score -2.210101e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131984 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -22107388.000000 Penalty: 5981.874512
	Iteration 10F: 3 clusters Score -2.210739e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137219 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -22111966.000000 Penalty: 5981.874512
	Iteration 11Q: 3 clusters Score -2.211197e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -22114908.000000 Penalty: 5981.874512
	Iteration 12Q: 3 clusters Score -2.211491e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145548 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -22117126.000000 Penalty: 5981.874512
	Iteration 13Q: 3 clusters Score -2.211713e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -22118882.000000 Penalty: 5981.874512
	Iteration 14Q: 3 clusters Score -2.211888e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -22120530.000000 Penalty: 5981.874512
	Iteration 15Q: 3 clusters Score -2.212053e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -22122148.000000 Penalty: 5981.874512
	Iteration 16Q: 3 clusters Score -2.212215e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -22123654.000000 Penalty: 5981.874512
	Iteration 17Q: 3 clusters Score -2.212365e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -22124798.000000 Penalty: 5981.874512
	Iteration 18Q: 3 clusters Score -2.21248e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163389 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -22125824.000000 Penalty: 5981.874512
	Iteration 19Q: 3 clusters Score -2.212582e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -22126788.000000 Penalty: 5981.874512
	Iteration 20F: 3 clusters Score -2.212679e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166808 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -22127628.000000 Penalty: 5981.874512
	Iteration 21Q: 3 clusters Score -2.212763e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168092 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -22128304.000000 Penalty: 5981.874512
	Iteration 22Q: 3 clusters Score -2.21283e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -22128826.000000 Penalty: 5981.874512
	Iteration 23Q: 3 clusters Score -2.212883e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22129206.000000 Penalty: 5981.874512
	Iteration 24Q: 3 clusters Score -2.212921e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -22129484.000000 Penalty: 5981.874512
	Iteration 25Q: 3 clusters Score -2.212948e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -22129744.000000 Penalty: 5981.874512
	Iteration 26Q: 3 clusters Score -2.212974e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -22129872.000000 Penalty: 5981.874512
	Iteration 27Q: 3 clusters Score -2.212987e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171525 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -22129986.000000 Penalty: 5981.874512
	Iteration 28Q: 3 clusters Score -2.212999e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22130084.000000 Penalty: 5981.874512
	Iteration 29Q: 3 clusters Score -2.213008e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171804 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -22130138.000000 Penalty: 5981.874512
	Iteration 30Q: 3 clusters Score -2.213014e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171872 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22130156.000000 Penalty: 5981.874512
	Iteration 31Q: 3 clusters Score -2.213016e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171927 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22130170.000000 Penalty: 5981.874512
	Iteration 32Q: 3 clusters Score -2.213017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171966 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22130196.000000 Penalty: 5981.874512
	Iteration 33Q: 3 clusters Score -2.21302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22130234.000000 Penalty: 5981.874512
	Iteration 34Q: 3 clusters Score -2.213023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22130258.000000 Penalty: 5981.874512
	Iteration 35Q: 3 clusters Score -2.213026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22130292.000000 Penalty: 5981.874512
	Iteration 36Q: 3 clusters Score -2.213029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172082 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22130286.000000 Penalty: 5981.874512
	Iteration 37Q: 3 clusters Score -2.213029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -22130308.000000 Penalty: 5981.874512
	Iteration 38Q: 3 clusters Score -2.213031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -22130302.000000 Penalty: 5981.874512
	Iteration 39Q: 3 clusters Score -2.21303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22130292.000000 Penalty: 5981.874512
	Iteration 40F: 3 clusters Score -2.213029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22130316.000000 Penalty: 5981.874512
	Iteration 41Q: 3 clusters Score -2.213032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172139 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -22130308.000000 Penalty: 5981.874512
	Iteration 42Q: 3 clusters Score -2.213031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22130304.000000 Penalty: 5981.874512
	Iteration 43Q: 3 clusters Score -2.21303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172151 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22130322.000000 Penalty: 5981.874512
	Iteration 44Q: 3 clusters Score -2.213032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22130330.000000 Penalty: 5981.874512
	Iteration 45Q: 3 clusters Score -2.213033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22130342.000000 Penalty: 5981.874512
	Iteration 46Q: 3 clusters Score -2.213034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -22130336.000000 Penalty: 5981.874512
	Iteration 47Q: 3 clusters Score -2.213034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -22130338.000000 Penalty: 5981.874512
	Iteration 48Q: 3 clusters Score -2.213034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22130358.000000 Penalty: 5981.874512
	Iteration 49Q: 3 clusters Score -2.213036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172164 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22130348.000000 Penalty: 5981.874512
	Iteration 50Q: 3 clusters Score -2.213035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -22130342.000000 Penalty: 5981.874512
	Iteration 51Q: 3 clusters Score -2.213034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172168 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22130358.000000 Penalty: 5981.874512
	Iteration 52Q: 3 clusters Score -2.213036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22130350.000000 Penalty: 5981.874512
	Iteration 53Q: 3 clusters Score -2.213035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172168 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22130348.000000 Penalty: 5981.874512
	Iteration 54Q: 3 clusters Score -2.213035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22130344.000000 Penalty: 5981.874512
	Iteration 55Q: 3 clusters Score -2.213034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172172 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -22130344.000000 Penalty: 5981.874512
	Iteration 56Q: 3 clusters Score -2.213034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172175 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -22130352.000000 Penalty: 5981.874512
	Iteration 57Q: 3 clusters Score -2.213035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22130348.000000 Penalty: 5981.874512
	Iteration 58Q: 3 clusters Score -2.213035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22130346.000000 Penalty: 5981.874512
	Iteration 59Q: 3 clusters Score -2.213035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22130348.000000 Penalty: 5981.874512
	Iteration 60F: 3 clusters Score -2.213035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -22130344.000000 Penalty: 5981.874512
	Iteration 61Q: 3 clusters Score -2.213034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172189 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -22130336.000000 Penalty: 5981.874512
	Iteration 62Q: 3 clusters Score -2.213034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172193 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22130362.000000 Penalty: 5981.874512
	Iteration 63Q: 3 clusters Score -2.213036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172195 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22130366.000000 Penalty: 5981.874512
	Iteration 64Q: 3 clusters Score -2.213037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22130358.000000 Penalty: 5981.874512
	Iteration 65Q: 3 clusters Score -2.213036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172199 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22130364.000000 Penalty: 5981.874512
	Iteration 66Q: 3 clusters Score -2.213036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22130362.000000 Penalty: 5981.874512
	Iteration 67Q: 3 clusters Score -2.213036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172202 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22130372.000000 Penalty: 5981.874512
	Iteration 68Q: 3 clusters Score -2.213037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22130370.000000 Penalty: 5981.874512
	Iteration 69Q: 3 clusters Score -2.213037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22130370.000000 Penalty: 5981.874512
	Iteration 70F: 3 clusters Score -2.213037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (182140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Entering Unmasked Estep 
Score: -23362954.000000 Penalty: 3003.907715
	Iteration 0F: 2 clusters Score -2.336295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -23243040.000000 Penalty: 6007.815430
	Iteration 0F: 3 clusters Score -2.324304e+07 nChanged 87500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -23294584.000000 Penalty: 6007.815430
	Iteration 1F: 3 clusters Score -2.329458e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -23295732.000000 Penalty: 6007.815430
	Iteration 2Q: 3 clusters Score -2.329573e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -23296868.000000 Penalty: 6007.815430
	Iteration 3Q: 3 clusters Score -2.329687e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -23298508.000000 Penalty: 6007.815430
	Iteration 4Q: 3 clusters Score -2.329851e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -23301116.000000 Penalty: 6007.815430
	Iteration 5Q: 3 clusters Score -2.330112e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 103374 members 
Entering Unmasked Estep 
Score: -23305356.000000 Penalty: 6007.815430
	Iteration 6Q: 3 clusters Score -2.330536e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -23310822.000000 Penalty: 6007.815430
	Iteration 7Q: 3 clusters Score -2.331082e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 113139 members 
Entering Unmasked Estep 
Score: -23317836.000000 Penalty: 6007.815430
	Iteration 8F: 3 clusters Score -2.331784e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -23325514.000000 Penalty: 6007.815430
	Iteration 9F: 3 clusters Score -2.332551e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -23332180.000000 Penalty: 6007.815430
	Iteration 10F: 3 clusters Score -2.333218e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 125485 members 
Entering Unmasked Estep 
Score: -23336800.000000 Penalty: 6007.815430
	Iteration 11Q: 3 clusters Score -2.33368e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 127554 members 
Entering Unmasked Estep 
Score: -23339368.000000 Penalty: 6007.815430
	Iteration 12Q: 3 clusters Score -2.333937e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 129249 members 
Entering Unmasked Estep 
Score: -23340730.000000 Penalty: 6007.815430
	Iteration 13Q: 3 clusters Score -2.334073e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 130889 members 
Entering Unmasked Estep 
Score: -23341484.000000 Penalty: 6007.815430
	Iteration 14Q: 3 clusters Score -2.334148e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 132600 members 
Entering Unmasked Estep 
Score: -23341888.000000 Penalty: 6007.815430
	Iteration 15Q: 3 clusters Score -2.334189e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 134349 members 
Entering Unmasked Estep 
Score: -23342264.000000 Penalty: 6007.815430
	Iteration 16Q: 3 clusters Score -2.334226e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 136140 members 
Entering Unmasked Estep 
Score: -23342780.000000 Penalty: 6007.815430
	Iteration 17Q: 3 clusters Score -2.334278e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 138096 members 
Entering Unmasked Estep 
Score: -23343198.000000 Penalty: 6007.815430
	Iteration 18Q: 3 clusters Score -2.33432e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 140211 members 
Entering Unmasked Estep 
Score: -23343672.000000 Penalty: 6007.815430
	Iteration 19Q: 3 clusters Score -2.334367e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 142371 members 
Entering Unmasked Estep 
Score: -23344238.000000 Penalty: 6007.815430
	Iteration 20F: 3 clusters Score -2.334424e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 144689 members 
Entering Unmasked Estep 
Score: -23344840.000000 Penalty: 6007.815430
	Iteration 21Q: 3 clusters Score -2.334484e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 147076 members 
Entering Unmasked Estep 
Score: -23345664.000000 Penalty: 6007.815430
	Iteration 22Q: 3 clusters Score -2.334566e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 149520 members 
Entering Unmasked Estep 
Score: -23346452.000000 Penalty: 6007.815430
	Iteration 23Q: 3 clusters Score -2.334645e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -23347290.000000 Penalty: 6007.815430
	Iteration 24Q: 3 clusters Score -2.334729e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -23348406.000000 Penalty: 6007.815430
	Iteration 25Q: 3 clusters Score -2.334841e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -23349392.000000 Penalty: 6007.815430
	Iteration 26Q: 3 clusters Score -2.334939e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -23350582.000000 Penalty: 6007.815430
	Iteration 27Q: 3 clusters Score -2.335058e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 163551 members 
Entering Unmasked Estep 
Score: -23351908.000000 Penalty: 6007.815430
	Iteration 28Q: 3 clusters Score -2.335191e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 166387 members 
Entering Unmasked Estep 
Score: -23353238.000000 Penalty: 6007.815430
	Iteration 29Q: 3 clusters Score -2.335324e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 169010 members 
Entering Unmasked Estep 
Score: -23354406.000000 Penalty: 6007.815430
	Iteration 30Q: 3 clusters Score -2.335441e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -23355610.000000 Penalty: 6007.815430
	Iteration 31Q: 3 clusters Score -2.335561e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 173506 members 
Entering Unmasked Estep 
Score: -23356642.000000 Penalty: 6007.815430
	Iteration 32Q: 3 clusters Score -2.335664e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 175293 members 
Entering Unmasked Estep 
Score: -23357558.000000 Penalty: 6007.815430
	Iteration 33Q: 3 clusters Score -2.335756e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 176806 members 
Entering Unmasked Estep 
Score: -23358332.000000 Penalty: 6007.815430
	Iteration 34Q: 3 clusters Score -2.335833e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -23358926.000000 Penalty: 6007.815430
	Iteration 35Q: 3 clusters Score -2.335893e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 178866 members 
Entering Unmasked Estep 
Score: -23359314.000000 Penalty: 6007.815430
	Iteration 36Q: 3 clusters Score -2.335931e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 179518 members 
Entering Unmasked Estep 
Score: -23359656.000000 Penalty: 6007.815430
	Iteration 37Q: 3 clusters Score -2.335966e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 180006 members 
Entering Unmasked Estep 
Score: -23359866.000000 Penalty: 6007.815430
	Iteration 38Q: 3 clusters Score -2.335987e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -23360098.000000 Penalty: 6007.815430
	Iteration 39Q: 3 clusters Score -2.33601e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 180654 members 
Entering Unmasked Estep 
Score: -23360216.000000 Penalty: 6007.815430
	Iteration 40F: 3 clusters Score -2.336022e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 180841 members 
Entering Unmasked Estep 
Score: -23360348.000000 Penalty: 6007.815430
	Iteration 41Q: 3 clusters Score -2.336035e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 180958 members 
Entering Unmasked Estep 
Score: -23360408.000000 Penalty: 6007.815430
	Iteration 42Q: 3 clusters Score -2.336041e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 181048 members 
Entering Unmasked Estep 
Score: -23360448.000000 Penalty: 6007.815430
	Iteration 43Q: 3 clusters Score -2.336045e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 181100 members 
Entering Unmasked Estep 
Score: -23360482.000000 Penalty: 6007.815430
	Iteration 44Q: 3 clusters Score -2.336048e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 181149 members 
Entering Unmasked Estep 
Score: -23360482.000000 Penalty: 6007.815430
	Iteration 45Q: 3 clusters Score -2.336048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 181181 members 
Entering Unmasked Estep 
Score: -23360506.000000 Penalty: 6007.815430
	Iteration 46Q: 3 clusters Score -2.336051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 181217 members 
Entering Unmasked Estep 
Score: -23360486.000000 Penalty: 6007.815430
	Iteration 47Q: 3 clusters Score -2.336049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -23360508.000000 Penalty: 6007.815430
	Iteration 48Q: 3 clusters Score -2.336051e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 181273 members 
Entering Unmasked Estep 
Score: -23360526.000000 Penalty: 6007.815430
	Iteration 49Q: 3 clusters Score -2.336053e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 181303 members 
Entering Unmasked Estep 
Score: -23360570.000000 Penalty: 6007.815430
	Iteration 50Q: 3 clusters Score -2.336057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 181327 members 
Entering Unmasked Estep 
Score: -23360552.000000 Penalty: 6007.815430
	Iteration 51Q: 3 clusters Score -2.336055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 181342 members 
Entering Unmasked Estep 
Score: -23360556.000000 Penalty: 6007.815430
	Iteration 52Q: 3 clusters Score -2.336056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 181358 members 
Entering Unmasked Estep 
Score: -23360574.000000 Penalty: 6007.815430
	Iteration 53Q: 3 clusters Score -2.336057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 181374 members 
Entering Unmasked Estep 
Score: -23360600.000000 Penalty: 6007.815430
	Iteration 54Q: 3 clusters Score -2.33606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 181383 members 
Entering Unmasked Estep 
Score: -23360624.000000 Penalty: 6007.815430
	Iteration 55Q: 3 clusters Score -2.336062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 181385 members 
Entering Unmasked Estep 
Score: -23360626.000000 Penalty: 6007.815430
	Iteration 56Q: 3 clusters Score -2.336063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 181387 members 
Entering Unmasked Estep 
Score: -23360632.000000 Penalty: 6007.815430
	Iteration 57Q: 3 clusters Score -2.336063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 181391 members 
Entering Unmasked Estep 
Score: -23360632.000000 Penalty: 6007.815430
	Iteration 58Q: 3 clusters Score -2.336063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 181392 members 
Entering Unmasked Estep 
Score: -23360634.000000 Penalty: 6007.815430
	Iteration 59Q: 3 clusters Score -2.336063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 181393 members 
Entering Unmasked Estep 
Score: -23360634.000000 Penalty: 6007.815430
	Iteration 60F: 3 clusters Score -2.336063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -23360638.000000 Penalty: 6007.815430
	Iteration 61Q: 3 clusters Score -2.336064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 181397 members 
Entering Unmasked Estep 
Score: -23360652.000000 Penalty: 6007.815430
	Iteration 62Q: 3 clusters Score -2.336065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 181398 members 
Entering Unmasked Estep 
Score: -23360648.000000 Penalty: 6007.815430
	Iteration 63Q: 3 clusters Score -2.336065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 181399 members 
Entering Unmasked Estep 
Score: -23360648.000000 Penalty: 6007.815430
	Iteration 64Q: 3 clusters Score -2.336065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 181400 members 
Entering Unmasked Estep 
Score: -23360652.000000 Penalty: 6007.815430
	Iteration 65Q: 3 clusters Score -2.336065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181401 members 
Entering Unmasked Estep 
Score: -23360654.000000 Penalty: 6007.815430
	Iteration 66Q: 3 clusters Score -2.336065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181401 members 
Entering Unmasked Estep 
Score: -23360654.000000 Penalty: 6007.815430
	Iteration 67F: 3 clusters Score -2.336065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -40865.250000 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -40865.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39481.117188 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -39481.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39612.804688 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -39612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39680.000000 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -39680 nChanged 9
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: -39709.527344 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -39709.53 nChanged 6
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: -39738.062500 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -39738.06 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: -39773.167969 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -39773.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39819.214844 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -39819.21 nChanged 9
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: -39870.183594 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -39870.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39950.371094 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -39950.37 nChanged 8
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: -40228.777344 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -40228.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40318.656250 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -40318.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40359.207031 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -40359.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40377.941406 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -40377.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40381.941406 Penalty: 2922.255371
	Iteration 13Q: 3 clusters Score -40381.94 nChanged 1
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: -40384.285156 Penalty: 2922.255371
	Iteration 14Q: 3 clusters Score -40384.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40385.582031 Penalty: 2922.255371
	Iteration 15Q: 3 clusters Score -40385.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40385.582031 Penalty: 2922.255371
	Iteration 16F: 3 clusters Score -40385.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -140670.343750 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -140670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138635.359375 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -138635.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -140023.328125 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -140023.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -141726.640625 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -141726.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142465.703125 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -142465.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -142914.875000 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -142914.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -143096.140625 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -143096.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -143154.140625 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -143154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -143223.515625 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -143223.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -143303.078125 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -143303.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -143410.046875 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -143410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -143527.328125 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -143527.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -143608.093750 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -143608.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -143718.875000 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -143718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143816.000000 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -143816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -143937.296875 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -143937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -144047.828125 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -144047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144112.625000 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -144112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144112.625000 Penalty: 3592.782471
	Iteration 17F: 3 clusters Score -144112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 108050 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 66472 members 
Mstep: Class 8 contains 177843 members 
Mstep: Class 9 contains 172859 members 
Mstep: Class 10 contains 182140 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 230380 members 
Mstep: Class 18 contains 97618 members 
Mstep: Class 19 contains 40334 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 27708 members 
Mstep: Class 22 contains 70994 members 
Entering Unmasked Estep 
Score: -149682688.000000 Penalty: 65918.976562
Splitting cluster 13 changes total score from -149680768.000000 to -149682688.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 14 (230380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230380 members 
Entering Unmasked Estep 
Score: -29394150.000000 Penalty: 3062.176514
	Iteration 0F: 2 clusters Score -2.939415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -29248360.000000 Penalty: 6124.353027
	Iteration 0F: 3 clusters Score -2.924836e+07 nChanged 110885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -29312946.000000 Penalty: 6124.353027
	Iteration 1F: 3 clusters Score -2.931295e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -29314158.000000 Penalty: 6124.353027
	Iteration 2Q: 3 clusters Score -2.931416e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 125183 members 
Entering Unmasked Estep 
Score: -29315564.000000 Penalty: 6124.353027
	Iteration 3Q: 3 clusters Score -2.931556e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 131051 members 
Entering Unmasked Estep 
Score: -29317764.000000 Penalty: 6124.353027
	Iteration 4Q: 3 clusters Score -2.931776e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 139859 members 
Entering Unmasked Estep 
Score: -29321698.000000 Penalty: 6124.353027
	Iteration 5Q: 3 clusters Score -2.93217e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -29328894.000000 Penalty: 6124.353027
	Iteration 6F: 3 clusters Score -2.932889e+07 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 170216 members 
Entering Unmasked Estep 
Score: -29341924.000000 Penalty: 6124.353027
	Iteration 7F: 3 clusters Score -2.934192e+07 nChanged 21387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 191601 members 
Entering Unmasked Estep 
Score: -29360196.000000 Penalty: 6124.353027
	Iteration 8F: 3 clusters Score -2.93602e+07 nChanged 19641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 211242 members 
Entering Unmasked Estep 
Score: -29376292.000000 Penalty: 6124.353027
	Iteration 9F: 3 clusters Score -2.937629e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 223461 members 
Entering Unmasked Estep 
Score: -29385804.000000 Penalty: 6124.353027
	Iteration 10F: 3 clusters Score -2.93858e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 228336 members 
Entering Unmasked Estep 
Score: -29389598.000000 Penalty: 6124.353027
	Iteration 11Q: 3 clusters Score -2.93896e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 229746 members 
Entering Unmasked Estep 
Score: -29390798.000000 Penalty: 6124.353027
	Iteration 12Q: 3 clusters Score -2.93908e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 230052 members 
Entering Unmasked Estep 
Score: -29391158.000000 Penalty: 6124.353027
	Iteration 13Q: 3 clusters Score -2.939116e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230127 members 
Entering Unmasked Estep 
Score: -29391284.000000 Penalty: 6124.353027
	Iteration 14Q: 3 clusters Score -2.939128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230155 members 
Entering Unmasked Estep 
Score: -29391328.000000 Penalty: 6124.353027
	Iteration 15Q: 3 clusters Score -2.939133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230169 members 
Entering Unmasked Estep 
Score: -29391362.000000 Penalty: 6124.353027
	Iteration 16Q: 3 clusters Score -2.939136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230172 members 
Entering Unmasked Estep 
Score: -29391380.000000 Penalty: 6124.353027
	Iteration 17Q: 3 clusters Score -2.939138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230177 members 
Entering Unmasked Estep 
Score: -29391410.000000 Penalty: 6124.353027
	Iteration 18Q: 3 clusters Score -2.939141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230179 members 
Entering Unmasked Estep 
Score: -29391414.000000 Penalty: 6124.353027
	Iteration 19Q: 3 clusters Score -2.939141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 230181 members 
Entering Unmasked Estep 
Score: -29391412.000000 Penalty: 6124.353027
	Iteration 20F: 3 clusters Score -2.939141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 230184 members 
Entering Unmasked Estep 
Score: -29391414.000000 Penalty: 6124.353027
	Iteration 21Q: 3 clusters Score -2.939141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230185 members 
Entering Unmasked Estep 
Score: -29391414.000000 Penalty: 6124.353027
	Iteration 22Q: 3 clusters Score -2.939141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230185 members 
Entering Unmasked Estep 
Score: -29391414.000000 Penalty: 6124.353027
	Iteration 23F: 3 clusters Score -2.939141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Entering Unmasked Estep 
Score: -12623792.000000 Penalty: 2849.226562
	Iteration 0F: 2 clusters Score -1.262379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -12558442.000000 Penalty: 5698.453125
	Iteration 0F: 3 clusters Score -1.255844e+07 nChanged 46219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -12584771.000000 Penalty: 5698.453125
	Iteration 1F: 3 clusters Score -1.258477e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -12585363.000000 Penalty: 5698.453125
	Iteration 2Q: 3 clusters Score -1.258536e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -12585918.000000 Penalty: 5698.453125
	Iteration 3Q: 3 clusters Score -1.258592e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -12586626.000000 Penalty: 5698.453125
	Iteration 4Q: 3 clusters Score -1.258663e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -12587590.000000 Penalty: 5698.453125
	Iteration 5Q: 3 clusters Score -1.258759e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -12589108.000000 Penalty: 5698.453125
	Iteration 6Q: 3 clusters Score -1.258911e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -12591771.000000 Penalty: 5698.453125
	Iteration 7Q: 3 clusters Score -1.259177e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -12596351.000000 Penalty: 5698.453125
	Iteration 8F: 3 clusters Score -1.259635e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -12602150.000000 Penalty: 5698.453125
	Iteration 9F: 3 clusters Score -1.260215e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -12608192.000000 Penalty: 5698.453125
	Iteration 10F: 3 clusters Score -1.260819e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -12613344.000000 Penalty: 5698.453125
	Iteration 11F: 3 clusters Score -1.261334e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -12616889.000000 Penalty: 5698.453125
	Iteration 12Q: 3 clusters Score -1.261689e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -12619000.000000 Penalty: 5698.453125
	Iteration 13Q: 3 clusters Score -1.2619e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -12620186.000000 Penalty: 5698.453125
	Iteration 14Q: 3 clusters Score -1.262019e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 96668 members 
Entering Unmasked Estep 
Score: -12620713.000000 Penalty: 5698.453125
	Iteration 15Q: 3 clusters Score -1.262071e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -12620955.000000 Penalty: 5698.453125
	Iteration 16Q: 3 clusters Score -1.262096e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -12621108.000000 Penalty: 5698.453125
	Iteration 17Q: 3 clusters Score -1.262111e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 97160 members 
Entering Unmasked Estep 
Score: -12621167.000000 Penalty: 5698.453125
	Iteration 18Q: 3 clusters Score -1.262117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 97197 members 
Entering Unmasked Estep 
Score: -12621217.000000 Penalty: 5698.453125
	Iteration 19Q: 3 clusters Score -1.262122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -12621266.000000 Penalty: 5698.453125
	Iteration 20F: 3 clusters Score -1.262127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -12621289.000000 Penalty: 5698.453125
	Iteration 21Q: 3 clusters Score -1.262129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -12621307.000000 Penalty: 5698.453125
	Iteration 22Q: 3 clusters Score -1.262131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 97254 members 
Entering Unmasked Estep 
Score: -12621319.000000 Penalty: 5698.453125
	Iteration 23Q: 3 clusters Score -1.262132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -12621327.000000 Penalty: 5698.453125
	Iteration 24Q: 3 clusters Score -1.262133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
Score: -12621335.000000 Penalty: 5698.453125
	Iteration 25Q: 3 clusters Score -1.262134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -12621340.000000 Penalty: 5698.453125
	Iteration 26Q: 3 clusters Score -1.262134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -12621340.000000 Penalty: 5698.453125
	Iteration 27Q: 3 clusters Score -1.262134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 97272 members 
Entering Unmasked Estep 
Score: -12621352.000000 Penalty: 5698.453125
	Iteration 28Q: 3 clusters Score -1.262135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -12621348.000000 Penalty: 5698.453125
	Iteration 29Q: 3 clusters Score -1.262135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -12621348.000000 Penalty: 5698.453125
	Iteration 30F: 3 clusters Score -1.262135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Entering Unmasked Estep 
Score: -5295284.000000 Penalty: 2630.027588
	Iteration 0F: 2 clusters Score -5295284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5267934.500000 Penalty: 5260.055176
	Iteration 0F: 3 clusters Score -5267934 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5278140.000000 Penalty: 5260.055176
	Iteration 1F: 3 clusters Score -5278140 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5278800.000000 Penalty: 5260.055176
	Iteration 2Q: 3 clusters Score -5278800 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -5279505.000000 Penalty: 5260.055176
	Iteration 3Q: 3 clusters Score -5279505 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5280343.000000 Penalty: 5260.055176
	Iteration 4Q: 3 clusters Score -5280343 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5281548.000000 Penalty: 5260.055176
	Iteration 5F: 3 clusters Score -5281548 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -5283310.500000 Penalty: 5260.055176
	Iteration 6F: 3 clusters Score -5283310 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -5285562.000000 Penalty: 5260.055176
	Iteration 7F: 3 clusters Score -5285562 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -5287788.000000 Penalty: 5260.055176
	Iteration 8F: 3 clusters Score -5287788 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5289690.000000 Penalty: 5260.055176
	Iteration 9Q: 3 clusters Score -5289690 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -5290983.500000 Penalty: 5260.055176
	Iteration 10Q: 3 clusters Score -5290984 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5291681.500000 Penalty: 5260.055176
	Iteration 11Q: 3 clusters Score -5291682 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5292160.500000 Penalty: 5260.055176
	Iteration 12Q: 3 clusters Score -5292160 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5292472.500000 Penalty: 5260.055176
	Iteration 13Q: 3 clusters Score -5292472 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -5292654.000000 Penalty: 5260.055176
	Iteration 14Q: 3 clusters Score -5292654 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5292789.000000 Penalty: 5260.055176
	Iteration 15Q: 3 clusters Score -5292789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5292882.500000 Penalty: 5260.055176
	Iteration 16Q: 3 clusters Score -5292882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -5292958.500000 Penalty: 5260.055176
	Iteration 17Q: 3 clusters Score -5292958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5293010.500000 Penalty: 5260.055176
	Iteration 18Q: 3 clusters Score -5293010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5293022.000000 Penalty: 5260.055176
	Iteration 19Q: 3 clusters Score -5293022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -5293049.500000 Penalty: 5260.055176
	Iteration 20F: 3 clusters Score -5293050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5293062.000000 Penalty: 5260.055176
	Iteration 21Q: 3 clusters Score -5293062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5293075.500000 Penalty: 5260.055176
	Iteration 22Q: 3 clusters Score -5293076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5293086.500000 Penalty: 5260.055176
	Iteration 23Q: 3 clusters Score -5293086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5293097.500000 Penalty: 5260.055176
	Iteration 24Q: 3 clusters Score -5293098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -5293106.000000 Penalty: 5260.055176
	Iteration 25Q: 3 clusters Score -5293106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -5293110.000000 Penalty: 5260.055176
	Iteration 26Q: 3 clusters Score -5293110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5293119.500000 Penalty: 5260.055176
	Iteration 27Q: 3 clusters Score -5293120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5293123.500000 Penalty: 5260.055176
	Iteration 28Q: 3 clusters Score -5293124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5293118.500000 Penalty: 5260.055176
	Iteration 29Q: 3 clusters Score -5293118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5293113.000000 Penalty: 5260.055176
	Iteration 30Q: 3 clusters Score -5293113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5293116.500000 Penalty: 5260.055176
	Iteration 31Q: 3 clusters Score -5293116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5293118.000000 Penalty: 5260.055176
	Iteration 32Q: 3 clusters Score -5293118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -5293118.000000 Penalty: 5260.055176
	Iteration 33Q: 3 clusters Score -5293118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -5293118.500000 Penalty: 5260.055176
	Iteration 34Q: 3 clusters Score -5293118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5293121.500000 Penalty: 5260.055176
	Iteration 35Q: 3 clusters Score -5293122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5293134.500000 Penalty: 5260.055176
	Iteration 36Q: 3 clusters Score -5293134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5293134.000000 Penalty: 5260.055176
	Iteration 37Q: 3 clusters Score -5293134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5293135.500000 Penalty: 5260.055176
	Iteration 38Q: 3 clusters Score -5293136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5293138.500000 Penalty: 5260.055176
	Iteration 39Q: 3 clusters Score -5293138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5293140.000000 Penalty: 5260.055176
	Iteration 40F: 3 clusters Score -5293140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -243089.921875 Penalty: 1888.716187
	Iteration 0F: 2 clusters Score -243089.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -240485.562500 Penalty: 3777.432373
	Iteration 0F: 3 clusters Score -240485.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240933.859375 Penalty: 3777.432373
	Iteration 1F: 3 clusters Score -240933.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241053.296875 Penalty: 3777.432373
	Iteration 2F: 3 clusters Score -241053.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241116.468750 Penalty: 3777.432373
	Iteration 3Q: 3 clusters Score -241116.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241160.609375 Penalty: 3777.432373
	Iteration 4Q: 3 clusters Score -241160.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -241190.500000 Penalty: 3777.432373
	Iteration 5Q: 3 clusters Score -241190.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241212.812500 Penalty: 3777.432373
	Iteration 6Q: 3 clusters Score -241212.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -241233.359375 Penalty: 3777.432373
	Iteration 7Q: 3 clusters Score -241233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241243.984375 Penalty: 3777.432373
	Iteration 8Q: 3 clusters Score -241244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -241254.500000 Penalty: 3777.432373
	Iteration 9Q: 3 clusters Score -241254.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -241266.687500 Penalty: 3777.432373
	Iteration 10Q: 3 clusters Score -241266.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -241279.125000 Penalty: 3777.432373
	Iteration 11Q: 3 clusters Score -241279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241294.156250 Penalty: 3777.432373
	Iteration 12Q: 3 clusters Score -241294.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -241308.625000 Penalty: 3777.432373
	Iteration 13Q: 3 clusters Score -241308.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -241324.265625 Penalty: 3777.432373
	Iteration 14Q: 3 clusters Score -241324.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -241339.187500 Penalty: 3777.432373
	Iteration 15Q: 3 clusters Score -241339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241345.843750 Penalty: 3777.432373
	Iteration 16Q: 3 clusters Score -241345.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -241350.375000 Penalty: 3777.432373
	Iteration 17Q: 3 clusters Score -241350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -241352.765625 Penalty: 3777.432373
	Iteration 18Q: 3 clusters Score -241352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -241354.796875 Penalty: 3777.432373
	Iteration 19Q: 3 clusters Score -241354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -241354.796875 Penalty: 3777.432373
	Iteration 20F: 3 clusters Score -241354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Entering Unmasked Estep 
Score: -3548643.250000 Penalty: 2536.910156
	Iteration 0F: 2 clusters Score -3548643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3529424.250000 Penalty: 5073.820312
	Iteration 0F: 3 clusters Score -3529424 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3536104.750000 Penalty: 5073.820312
	Iteration 1F: 3 clusters Score -3536105 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3536521.250000 Penalty: 5073.820312
	Iteration 2Q: 3 clusters Score -3536521 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3536813.250000 Penalty: 5073.820312
	Iteration 3Q: 3 clusters Score -3536813 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3537097.000000 Penalty: 5073.820312
	Iteration 4Q: 3 clusters Score -3537097 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3537377.000000 Penalty: 5073.820312
	Iteration 5Q: 3 clusters Score -3537377 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3537728.000000 Penalty: 5073.820312
	Iteration 6Q: 3 clusters Score -3537728 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3538123.750000 Penalty: 5073.820312
	Iteration 7Q: 3 clusters Score -3538124 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3538614.750000 Penalty: 5073.820312
	Iteration 8Q: 3 clusters Score -3538615 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3539337.250000 Penalty: 5073.820312
	Iteration 9Q: 3 clusters Score -3539337 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3540242.000000 Penalty: 5073.820312
	Iteration 10F: 3 clusters Score -3540242 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3541476.000000 Penalty: 5073.820312
	Iteration 11F: 3 clusters Score -3541476 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3542823.250000 Penalty: 5073.820312
	Iteration 12F: 3 clusters Score -3542823 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3544069.000000 Penalty: 5073.820312
	Iteration 13F: 3 clusters Score -3544069 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3544803.250000 Penalty: 5073.820312
	Iteration 14Q: 3 clusters Score -3544803 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3545170.500000 Penalty: 5073.820312
	Iteration 15Q: 3 clusters Score -3545170 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3545339.500000 Penalty: 5073.820312
	Iteration 16Q: 3 clusters Score -3545340 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3545483.750000 Penalty: 5073.820312
	Iteration 17Q: 3 clusters Score -3545484 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -3545598.250000 Penalty: 5073.820312
	Iteration 18Q: 3 clusters Score -3545598 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3545692.250000 Penalty: 5073.820312
	Iteration 19Q: 3 clusters Score -3545692 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3545773.250000 Penalty: 5073.820312
	Iteration 20F: 3 clusters Score -3545773 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3545842.000000 Penalty: 5073.820312
	Iteration 21Q: 3 clusters Score -3545842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3545892.750000 Penalty: 5073.820312
	Iteration 22Q: 3 clusters Score -3545893 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3545945.500000 Penalty: 5073.820312
	Iteration 23Q: 3 clusters Score -3545946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3545980.250000 Penalty: 5073.820312
	Iteration 24Q: 3 clusters Score -3545980 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3546008.750000 Penalty: 5073.820312
	Iteration 25Q: 3 clusters Score -3546009 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3546024.500000 Penalty: 5073.820312
	Iteration 26Q: 3 clusters Score -3546024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3546042.500000 Penalty: 5073.820312
	Iteration 27Q: 3 clusters Score -3546042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3546074.500000 Penalty: 5073.820312
	Iteration 28Q: 3 clusters Score -3546074 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3546096.000000 Penalty: 5073.820312
	Iteration 29Q: 3 clusters Score -3546096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3546114.750000 Penalty: 5073.820312
	Iteration 30Q: 3 clusters Score -3546115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3546131.000000 Penalty: 5073.820312
	Iteration 31Q: 3 clusters Score -3546131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3546163.000000 Penalty: 5073.820312
	Iteration 32Q: 3 clusters Score -3546163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3546167.500000 Penalty: 5073.820312
	Iteration 33Q: 3 clusters Score -3546168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3546181.250000 Penalty: 5073.820312
	Iteration 34Q: 3 clusters Score -3546181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3546194.750000 Penalty: 5073.820312
	Iteration 35Q: 3 clusters Score -3546195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3546205.750000 Penalty: 5073.820312
	Iteration 36Q: 3 clusters Score -3546206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3546221.000000 Penalty: 5073.820312
	Iteration 37Q: 3 clusters Score -3546221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3546240.500000 Penalty: 5073.820312
	Iteration 38Q: 3 clusters Score -3546240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3546253.000000 Penalty: 5073.820312
	Iteration 39Q: 3 clusters Score -3546253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3546269.000000 Penalty: 5073.820312
	Iteration 40F: 3 clusters Score -3546269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3546293.750000 Penalty: 5073.820312
	Iteration 41Q: 3 clusters Score -3546294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3546314.750000 Penalty: 5073.820312
	Iteration 42Q: 3 clusters Score -3546315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3546345.750000 Penalty: 5073.820312
	Iteration 43Q: 3 clusters Score -3546346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3546365.500000 Penalty: 5073.820312
	Iteration 44Q: 3 clusters Score -3546366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3546383.250000 Penalty: 5073.820312
	Iteration 45Q: 3 clusters Score -3546383 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3546394.250000 Penalty: 5073.820312
	Iteration 46Q: 3 clusters Score -3546394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3546404.250000 Penalty: 5073.820312
	Iteration 47Q: 3 clusters Score -3546404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3546425.250000 Penalty: 5073.820312
	Iteration 48Q: 3 clusters Score -3546425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3546435.250000 Penalty: 5073.820312
	Iteration 49Q: 3 clusters Score -3546435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3546456.750000 Penalty: 5073.820312
	Iteration 50Q: 3 clusters Score -3546457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3546487.250000 Penalty: 5073.820312
	Iteration 51Q: 3 clusters Score -3546487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3546496.000000 Penalty: 5073.820312
	Iteration 52Q: 3 clusters Score -3546496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3546507.750000 Penalty: 5073.820312
	Iteration 53Q: 3 clusters Score -3546508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3546509.500000 Penalty: 5073.820312
	Iteration 54Q: 3 clusters Score -3546510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3546522.500000 Penalty: 5073.820312
	Iteration 55Q: 3 clusters Score -3546522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3546520.750000 Penalty: 5073.820312
	Iteration 56Q: 3 clusters Score -3546521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3546529.250000 Penalty: 5073.820312
	Iteration 57Q: 3 clusters Score -3546529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3546532.750000 Penalty: 5073.820312
	Iteration 58Q: 3 clusters Score -3546533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3546534.000000 Penalty: 5073.820312
	Iteration 59Q: 3 clusters Score -3546534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3546534.750000 Penalty: 5073.820312
	Iteration 60F: 3 clusters Score -3546535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3546537.500000 Penalty: 5073.820312
	Iteration 61Q: 3 clusters Score -3546538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3546544.250000 Penalty: 5073.820312
	Iteration 62Q: 3 clusters Score -3546544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3546545.750000 Penalty: 5073.820312
	Iteration 63Q: 3 clusters Score -3546546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3546548.500000 Penalty: 5073.820312
	Iteration 64Q: 3 clusters Score -3546548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3546559.250000 Penalty: 5073.820312
	Iteration 65Q: 3 clusters Score -3546559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3546557.500000 Penalty: 5073.820312
	Iteration 66Q: 3 clusters Score -3546558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3546561.500000 Penalty: 5073.820312
	Iteration 67Q: 3 clusters Score -3546562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3546561.750000 Penalty: 5073.820312
	Iteration 68Q: 3 clusters Score -3546562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3546559.750000 Penalty: 5073.820312
	Iteration 69Q: 3 clusters Score -3546560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3546561.000000 Penalty: 5073.820312
	Iteration 70Q: 3 clusters Score -3546561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3546557.750000 Penalty: 5073.820312
	Iteration 71Q: 3 clusters Score -3546558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3546561.250000 Penalty: 5073.820312
	Iteration 72Q: 3 clusters Score -3546561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3546561.250000 Penalty: 5073.820312
	Iteration 73Q: 3 clusters Score -3546561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3546560.250000 Penalty: 5073.820312
	Iteration 74Q: 3 clusters Score -3546560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3546562.500000 Penalty: 5073.820312
	Iteration 75Q: 3 clusters Score -3546562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3546565.250000 Penalty: 5073.820312
	Iteration 76Q: 3 clusters Score -3546565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3546566.000000 Penalty: 5073.820312
	Iteration 77Q: 3 clusters Score -3546566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3546567.500000 Penalty: 5073.820312
	Iteration 78Q: 3 clusters Score -3546568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3546569.750000 Penalty: 5073.820312
	Iteration 79Q: 3 clusters Score -3546570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3546567.000000 Penalty: 5073.820312
	Iteration 80F: 3 clusters Score -3546567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3546568.250000 Penalty: 5073.820312
	Iteration 81Q: 3 clusters Score -3546568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3546566.750000 Penalty: 5073.820312
	Iteration 82Q: 3 clusters Score -3546567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3546566.750000 Penalty: 5073.820312
	Iteration 83Q: 3 clusters Score -3546567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3546566.750000 Penalty: 5073.820312
	Iteration 84F: 3 clusters Score -3546567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Entering Unmasked Estep 
Score: -9183926.000000 Penalty: 2770.247070
	Iteration 0F: 2 clusters Score -9183926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -9136053.000000 Penalty: 5540.494141
	Iteration 0F: 3 clusters Score -9136053 nChanged 33276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -9155078.000000 Penalty: 5540.494141
	Iteration 1F: 3 clusters Score -9155078 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -9156111.000000 Penalty: 5540.494141
	Iteration 2Q: 3 clusters Score -9156111 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -9157467.000000 Penalty: 5540.494141
	Iteration 3Q: 3 clusters Score -9157467 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -9159460.000000 Penalty: 5540.494141
	Iteration 4F: 3 clusters Score -9159460 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -9162381.000000 Penalty: 5540.494141
	Iteration 5F: 3 clusters Score -9162381 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -9166383.000000 Penalty: 5540.494141
	Iteration 6F: 3 clusters Score -9166383 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9170579.000000 Penalty: 5540.494141
	Iteration 7F: 3 clusters Score -9170579 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -9174088.000000 Penalty: 5540.494141
	Iteration 8F: 3 clusters Score -9174088 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -9176135.000000 Penalty: 5540.494141
	Iteration 9Q: 3 clusters Score -9176135 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -9177348.000000 Penalty: 5540.494141
	Iteration 10Q: 3 clusters Score -9177348 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -9178067.000000 Penalty: 5540.494141
	Iteration 11Q: 3 clusters Score -9178067 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -9178595.000000 Penalty: 5540.494141
	Iteration 12Q: 3 clusters Score -9178595 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -9179026.000000 Penalty: 5540.494141
	Iteration 13Q: 3 clusters Score -9179026 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -9179410.000000 Penalty: 5540.494141
	Iteration 14Q: 3 clusters Score -9179410 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -9179688.000000 Penalty: 5540.494141
	Iteration 15Q: 3 clusters Score -9179688 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -9179982.000000 Penalty: 5540.494141
	Iteration 16Q: 3 clusters Score -9179982 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -9180263.000000 Penalty: 5540.494141
	Iteration 17Q: 3 clusters Score -9180263 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -9180458.000000 Penalty: 5540.494141
	Iteration 18Q: 3 clusters Score -9180458 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -9180616.000000 Penalty: 5540.494141
	Iteration 19Q: 3 clusters Score -9180616 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -9180790.000000 Penalty: 5540.494141
	Iteration 20F: 3 clusters Score -9180790 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -9180898.000000 Penalty: 5540.494141
	Iteration 21Q: 3 clusters Score -9180898 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -9181024.000000 Penalty: 5540.494141
	Iteration 22Q: 3 clusters Score -9181024 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -9181122.000000 Penalty: 5540.494141
	Iteration 23Q: 3 clusters Score -9181122 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -9181217.000000 Penalty: 5540.494141
	Iteration 24Q: 3 clusters Score -9181217 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -9181257.000000 Penalty: 5540.494141
	Iteration 25Q: 3 clusters Score -9181257 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -9181320.000000 Penalty: 5540.494141
	Iteration 26Q: 3 clusters Score -9181320 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -9181428.000000 Penalty: 5540.494141
	Iteration 27Q: 3 clusters Score -9181428 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -9181503.000000 Penalty: 5540.494141
	Iteration 28Q: 3 clusters Score -9181503 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -9181568.000000 Penalty: 5540.494141
	Iteration 29Q: 3 clusters Score -9181568 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -9181626.000000 Penalty: 5540.494141
	Iteration 30Q: 3 clusters Score -9181626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -9181707.000000 Penalty: 5540.494141
	Iteration 31Q: 3 clusters Score -9181707 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -9181762.000000 Penalty: 5540.494141
	Iteration 32Q: 3 clusters Score -9181762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -9181800.000000 Penalty: 5540.494141
	Iteration 33Q: 3 clusters Score -9181800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -9181835.000000 Penalty: 5540.494141
	Iteration 34Q: 3 clusters Score -9181835 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -9181845.000000 Penalty: 5540.494141
	Iteration 35Q: 3 clusters Score -9181845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -9181868.000000 Penalty: 5540.494141
	Iteration 36Q: 3 clusters Score -9181868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -9181866.000000 Penalty: 5540.494141
	Iteration 37Q: 3 clusters Score -9181866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -9181913.000000 Penalty: 5540.494141
	Iteration 38Q: 3 clusters Score -9181913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -9181959.000000 Penalty: 5540.494141
	Iteration 39Q: 3 clusters Score -9181959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -9181967.000000 Penalty: 5540.494141
	Iteration 40F: 3 clusters Score -9181967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -9181965.000000 Penalty: 5540.494141
	Iteration 41Q: 3 clusters Score -9181965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -9181982.000000 Penalty: 5540.494141
	Iteration 42Q: 3 clusters Score -9181982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -9182009.000000 Penalty: 5540.494141
	Iteration 43Q: 3 clusters Score -9182009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -9182017.000000 Penalty: 5540.494141
	Iteration 44Q: 3 clusters Score -9182017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -9182026.000000 Penalty: 5540.494141
	Iteration 45Q: 3 clusters Score -9182026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -9182039.000000 Penalty: 5540.494141
	Iteration 46Q: 3 clusters Score -9182039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -9182051.000000 Penalty: 5540.494141
	Iteration 47Q: 3 clusters Score -9182051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -9182048.000000 Penalty: 5540.494141
	Iteration 48Q: 3 clusters Score -9182048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -9182056.000000 Penalty: 5540.494141
	Iteration 49Q: 3 clusters Score -9182056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -9182080.000000 Penalty: 5540.494141
	Iteration 50Q: 3 clusters Score -9182080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -9182099.000000 Penalty: 5540.494141
	Iteration 51Q: 3 clusters Score -9182099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -9182084.000000 Penalty: 5540.494141
	Iteration 52Q: 3 clusters Score -9182084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -9182093.000000 Penalty: 5540.494141
	Iteration 53Q: 3 clusters Score -9182093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -9182092.000000 Penalty: 5540.494141
	Iteration 54Q: 3 clusters Score -9182092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -9182093.000000 Penalty: 5540.494141
	Iteration 55Q: 3 clusters Score -9182093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -9182110.000000 Penalty: 5540.494141
	Iteration 56Q: 3 clusters Score -9182110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -9182109.000000 Penalty: 5540.494141
	Iteration 57Q: 3 clusters Score -9182109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -9182119.000000 Penalty: 5540.494141
	Iteration 58Q: 3 clusters Score -9182119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -9182123.000000 Penalty: 5540.494141
	Iteration 59Q: 3 clusters Score -9182123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -9182122.000000 Penalty: 5540.494141
	Iteration 60F: 3 clusters Score -9182122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -9182119.000000 Penalty: 5540.494141
	Iteration 61Q: 3 clusters Score -9182119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -9182130.000000 Penalty: 5540.494141
	Iteration 62Q: 3 clusters Score -9182130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -9182124.000000 Penalty: 5540.494141
	Iteration 63Q: 3 clusters Score -9182124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -9182132.000000 Penalty: 5540.494141
	Iteration 64Q: 3 clusters Score -9182132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -9182136.000000 Penalty: 5540.494141
	Iteration 65Q: 3 clusters Score -9182136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -9182132.000000 Penalty: 5540.494141
	Iteration 66Q: 3 clusters Score -9182132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -9182132.000000 Penalty: 5540.494141
	Iteration 67Q: 3 clusters Score -9182132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -9182151.000000 Penalty: 5540.494141
	Iteration 68Q: 3 clusters Score -9182151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -9182159.000000 Penalty: 5540.494141
	Iteration 69Q: 3 clusters Score -9182159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -9182154.000000 Penalty: 5540.494141
	Iteration 70Q: 3 clusters Score -9182154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -9182157.000000 Penalty: 5540.494141
	Iteration 71Q: 3 clusters Score -9182157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -9182157.000000 Penalty: 5540.494141
	Iteration 72Q: 3 clusters Score -9182157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -9182158.000000 Penalty: 5540.494141
	Iteration 73Q: 3 clusters Score -9182158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -9182152.000000 Penalty: 5540.494141
	Iteration 74Q: 3 clusters Score -9182152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -9182155.000000 Penalty: 5540.494141
	Iteration 75Q: 3 clusters Score -9182155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -9182155.000000 Penalty: 5540.494141
	Iteration 76Q: 3 clusters Score -9182155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -9182162.000000 Penalty: 5540.494141
	Iteration 77Q: 3 clusters Score -9182162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -9182158.000000 Penalty: 5540.494141
	Iteration 78Q: 3 clusters Score -9182158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -9182157.000000 Penalty: 5540.494141
	Iteration 79Q: 3 clusters Score -9182157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -9182158.000000 Penalty: 5540.494141
	Iteration 80F: 3 clusters Score -9182158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -9182150.000000 Penalty: 5540.494141
	Iteration 81Q: 3 clusters Score -9182150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -9182156.000000 Penalty: 5540.494141
	Iteration 82Q: 3 clusters Score -9182156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -9182156.000000 Penalty: 5540.494141
	Iteration 83F: 3 clusters Score -9182156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 108050 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 66472 members 
Mstep: Class 8 contains 177843 members 
Mstep: Class 9 contains 172859 members 
Mstep: Class 10 contains 182140 members 
Mstep: Class 11 contains 362 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 230380 members 
Mstep: Class 18 contains 97618 members 
Mstep: Class 19 contains 40334 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 27708 members 
Mstep: Class 22 contains 70994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682768.000000 Penalty: 65918.976562
Iteration 79Q: 20 clusters Score -1.496828e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 108337 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 66615 members 
Mstep: Class 8 contains 178420 members 
Mstep: Class 9 contains 172723 members 
Mstep: Class 10 contains 182160 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 229632 members 
Mstep: Class 18 contains 97585 members 
Mstep: Class 19 contains 40298 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 27846 members 
Mstep: Class 22 contains 70752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682784.000000 Penalty: 65918.976562
Iteration 80F: 20 clusters Score -1.496828e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 108616 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 66760 members 
Mstep: Class 8 contains 178946 members 
Mstep: Class 9 contains 172602 members 
Mstep: Class 10 contains 182182 members 
Mstep: Class 11 contains 361 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 228866 members 
Mstep: Class 18 contains 97555 members 
Mstep: Class 19 contains 40325 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 27972 members 
Mstep: Class 22 contains 70518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682976.000000 Penalty: 65918.976562
Iteration 81Q: 20 clusters Score -1.49683e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 457 members 
Mstep: Class 3 contains 108874 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 66890 members 
Mstep: Class 8 contains 179509 members 
Mstep: Class 9 contains 172467 members 
Mstep: Class 10 contains 182223 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 228137 members 
Mstep: Class 18 contains 97521 members 
Mstep: Class 19 contains 40296 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 28101 members 
Mstep: Class 22 contains 70282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149682896.000000 Penalty: 65918.976562
Iteration 82Q: 20 clusters Score -1.496829e+08 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 456 members 
Mstep: Class 3 contains 109181 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4396 members 
Mstep: Class 7 contains 67034 members 
Mstep: Class 8 contains 180040 members 
Mstep: Class 9 contains 172267 members 
Mstep: Class 10 contains 182203 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 227464 members 
Mstep: Class 18 contains 97526 members 
Mstep: Class 19 contains 40307 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 28199 members 
Mstep: Class 22 contains 70045 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -1.496833e+08 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 457 members 
Mstep: Class 3 contains 109482 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 67168 members 
Mstep: Class 8 contains 180551 members 
Mstep: Class 9 contains 172104 members 
Mstep: Class 10 contains 182201 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 226789 members 
Mstep: Class 18 contains 97536 members 
Mstep: Class 19 contains 40297 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 28296 members 
Mstep: Class 22 contains 69807 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -1.496837e+08 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 456 members 
Mstep: Class 3 contains 109736 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 67297 members 
Mstep: Class 8 contains 180998 members 
Mstep: Class 9 contains 171985 members 
Mstep: Class 10 contains 182176 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 226262 members 
Mstep: Class 18 contains 97549 members 
Mstep: Class 19 contains 40250 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 28384 members 
Mstep: Class 22 contains 69557 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -1.496841e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 109981 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 67454 members 
Mstep: Class 8 contains 181394 members 
Mstep: Class 9 contains 171817 members 
Mstep: Class 10 contains 182167 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 225754 members 
Mstep: Class 18 contains 97557 members 
Mstep: Class 19 contains 40224 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 28503 members 
Mstep: Class 22 contains 69310 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -1.496848e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 110255 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 67618 members 
Mstep: Class 8 contains 181749 members 
Mstep: Class 9 contains 171647 members 
Mstep: Class 10 contains 182195 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 225274 members 
Mstep: Class 18 contains 97583 members 
Mstep: Class 19 contains 40189 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 28574 members 
Mstep: Class 22 contains 69043 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -1.496848e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 458 members 
Mstep: Class 3 contains 110537 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 67802 members 
Mstep: Class 8 contains 182118 members 
Mstep: Class 9 contains 171514 members 
Mstep: Class 10 contains 182198 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 224851 members 
Mstep: Class 18 contains 97595 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 28607 members 
Mstep: Class 22 contains 68815 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -1.496853e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 110807 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 68015 members 
Mstep: Class 8 contains 182406 members 
Mstep: Class 9 contains 171330 members 
Mstep: Class 10 contains 182214 members 
Mstep: Class 11 contains 348 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 224503 members 
Mstep: Class 18 contains 97618 members 
Mstep: Class 19 contains 39971 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 28621 members 
Mstep: Class 22 contains 68608 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -1.496857e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 111010 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 68186 members 
Mstep: Class 8 contains 182769 members 
Mstep: Class 9 contains 171114 members 
Mstep: Class 10 contains 182226 members 
Mstep: Class 11 contains 339 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 224211 members 
Mstep: Class 18 contains 97627 members 
Mstep: Class 19 contains 39862 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 28645 members 
Mstep: Class 22 contains 68419 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -1.496865e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 111175 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 68354 members 
Mstep: Class 8 contains 183128 members 
Mstep: Class 9 contains 170890 members 
Mstep: Class 10 contains 182211 members 
Mstep: Class 11 contains 337 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223959 members 
Mstep: Class 18 contains 97618 members 
Mstep: Class 19 contains 39787 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 28681 members 
Mstep: Class 22 contains 68226 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -1.496866e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 111345 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 68522 members 
Mstep: Class 8 contains 183454 members 
Mstep: Class 9 contains 170698 members 
Mstep: Class 10 contains 182218 members 
Mstep: Class 11 contains 336 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223728 members 
Mstep: Class 18 contains 97600 members 
Mstep: Class 19 contains 39678 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 28692 members 
Mstep: Class 22 contains 68061 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -1.496864e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 111515 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 68722 members 
Mstep: Class 8 contains 183727 members 
Mstep: Class 9 contains 170559 members 
Mstep: Class 10 contains 182257 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223358 members 
Mstep: Class 18 contains 97620 members 
Mstep: Class 19 contains 39587 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 28733 members 
Mstep: Class 22 contains 67895 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -1.496868e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 111666 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4382 members 
Mstep: Class 7 contains 68916 members 
Mstep: Class 8 contains 183940 members 
Mstep: Class 9 contains 170430 members 
Mstep: Class 10 contains 182292 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223030 members 
Mstep: Class 18 contains 97633 members 
Mstep: Class 19 contains 39515 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 28792 members 
Mstep: Class 22 contains 67735 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -1.496869e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 111849 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 69138 members 
Mstep: Class 8 contains 184050 members 
Mstep: Class 9 contains 170327 members 
Mstep: Class 10 contains 182343 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222687 members 
Mstep: Class 18 contains 97635 members 
Mstep: Class 19 contains 39446 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 28855 members 
Mstep: Class 22 contains 67585 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -1.496871e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 112010 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4382 members 
Mstep: Class 7 contains 69333 members 
Mstep: Class 8 contains 184148 members 
Mstep: Class 9 contains 170219 members 
Mstep: Class 10 contains 182356 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222444 members 
Mstep: Class 18 contains 97630 members 
Mstep: Class 19 contains 39379 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 28901 members 
Mstep: Class 22 contains 67449 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.496874e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 112151 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 69509 members 
Mstep: Class 8 contains 184257 members 
Mstep: Class 9 contains 170102 members 
Mstep: Class 10 contains 182380 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222204 members 
Mstep: Class 18 contains 97622 members 
Mstep: Class 19 contains 39287 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 28981 members 
Mstep: Class 22 contains 67329 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.496875e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 490 members 
Mstep: Class 3 contains 112264 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 69715 members 
Mstep: Class 8 contains 184339 members 
Mstep: Class 9 contains 169983 members 
Mstep: Class 10 contains 182375 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222042 members 
Mstep: Class 18 contains 97596 members 
Mstep: Class 19 contains 39231 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 29050 members 
Mstep: Class 22 contains 67197 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.496878e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112404 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 69938 members 
Mstep: Class 8 contains 184353 members 
Mstep: Class 9 contains 169876 members 
Mstep: Class 10 contains 182419 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221868 members 
Mstep: Class 18 contains 97579 members 
Mstep: Class 19 contains 39141 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 29109 members 
Mstep: Class 22 contains 67071 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -1.496883e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112521 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 70153 members 
Mstep: Class 8 contains 184391 members 
Mstep: Class 9 contains 169786 members 
Mstep: Class 10 contains 182471 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221630 members 
Mstep: Class 18 contains 97570 members 
Mstep: Class 19 contains 39036 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 29182 members 
Mstep: Class 22 contains 66957 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.496881e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112642 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 70353 members 
Mstep: Class 8 contains 184459 members 
Mstep: Class 9 contains 169709 members 
Mstep: Class 10 contains 182475 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221402 members 
Mstep: Class 18 contains 97567 members 
Mstep: Class 19 contains 38927 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 29260 members 
Mstep: Class 22 contains 66858 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.496884e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112774 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 70567 members 
Mstep: Class 8 contains 184532 members 
Mstep: Class 9 contains 169588 members 
Mstep: Class 10 contains 182468 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221208 members 
Mstep: Class 18 contains 97558 members 
Mstep: Class 19 contains 38842 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 29292 members 
Mstep: Class 22 contains 66775 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.496887e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112862 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 70741 members 
Mstep: Class 8 contains 184658 members 
Mstep: Class 9 contains 169450 members 
Mstep: Class 10 contains 182407 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221048 members 
Mstep: Class 18 contains 97530 members 
Mstep: Class 19 contains 38806 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 29335 members 
Mstep: Class 22 contains 66713 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.496889e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112925 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 70906 members 
Mstep: Class 8 contains 184800 members 
Mstep: Class 9 contains 169322 members 
Mstep: Class 10 contains 182357 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220932 members 
Mstep: Class 18 contains 97508 members 
Mstep: Class 19 contains 38727 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 29389 members 
Mstep: Class 22 contains 66635 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -1.496894e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 112994 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 71100 members 
Mstep: Class 8 contains 184921 members 
Mstep: Class 9 contains 169193 members 
Mstep: Class 10 contains 182324 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220749 members 
Mstep: Class 18 contains 97487 members 
Mstep: Class 19 contains 38677 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 29444 members 
Mstep: Class 22 contains 66572 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -1.496897e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113090 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 71264 members 
Mstep: Class 8 contains 185012 members 
Mstep: Class 9 contains 169056 members 
Mstep: Class 10 contains 182274 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220640 members 
Mstep: Class 18 contains 97476 members 
Mstep: Class 19 contains 38632 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 29468 members 
Mstep: Class 22 contains 66505 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -1.4969e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113197 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 71425 members 
Mstep: Class 8 contains 185061 members 
Mstep: Class 9 contains 168921 members 
Mstep: Class 10 contains 182246 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220558 members 
Mstep: Class 18 contains 97482 members 
Mstep: Class 19 contains 38554 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 29478 members 
Mstep: Class 22 contains 66458 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -1.496901e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113319 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 71586 members 
Mstep: Class 8 contains 185045 members 
Mstep: Class 9 contains 168741 members 
Mstep: Class 10 contains 182245 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220503 members 
Mstep: Class 18 contains 97467 members 
Mstep: Class 19 contains 38500 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 29519 members 
Mstep: Class 22 contains 66419 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -1.496903e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113411 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 71745 members 
Mstep: Class 8 contains 185009 members 
Mstep: Class 9 contains 168618 members 
Mstep: Class 10 contains 182262 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220497 members 
Mstep: Class 18 contains 97463 members 
Mstep: Class 19 contains 38392 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 29548 members 
Mstep: Class 22 contains 66354 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -1.496904e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113499 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4393 members 
Mstep: Class 7 contains 71887 members 
Mstep: Class 8 contains 184951 members 
Mstep: Class 9 contains 168445 members 
Mstep: Class 10 contains 182291 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220536 members 
Mstep: Class 18 contains 97429 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 29598 members 
Mstep: Class 22 contains 66300 members 
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Iteration 110Q: 20 clusters Score -1.496903e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113593 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4392 members 
Mstep: Class 7 contains 72055 members 
Mstep: Class 8 contains 184861 members 
Mstep: Class 9 contains 168316 members 
Mstep: Class 10 contains 182320 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220584 members 
Mstep: Class 18 contains 97391 members 
Mstep: Class 19 contains 38198 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 29647 members 
Mstep: Class 22 contains 66258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149690400.000000 Penalty: 65918.976562
Iteration 111Q: 20 clusters Score -1.496904e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113704 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 72206 members 
Mstep: Class 8 contains 184773 members 
Mstep: Class 9 contains 168204 members 
Mstep: Class 10 contains 182336 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220687 members 
Mstep: Class 18 contains 97349 members 
Mstep: Class 19 contains 38047 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 29675 members 
Mstep: Class 22 contains 66215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149690624.000000 Penalty: 65918.976562
Iteration 112Q: 20 clusters Score -1.496906e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113779 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 72330 members 
Mstep: Class 8 contains 184637 members 
Mstep: Class 9 contains 168153 members 
Mstep: Class 10 contains 182328 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220835 members 
Mstep: Class 18 contains 97303 members 
Mstep: Class 19 contains 37904 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 29721 members 
Mstep: Class 22 contains 66177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149690752.000000 Penalty: 65918.976562
Iteration 113Q: 20 clusters Score -1.496908e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113829 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 72431 members 
Mstep: Class 8 contains 184518 members 
Mstep: Class 9 contains 168092 members 
Mstep: Class 10 contains 182284 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220971 members 
Mstep: Class 18 contains 97253 members 
Mstep: Class 19 contains 37869 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 29768 members 
Mstep: Class 22 contains 66123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149690656.000000 Penalty: 65918.976562
Iteration 114Q: 20 clusters Score -1.496907e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113877 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 72535 members 
Mstep: Class 8 contains 184461 members 
Mstep: Class 9 contains 168022 members 
Mstep: Class 10 contains 182226 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221059 members 
Mstep: Class 18 contains 97214 members 
Mstep: Class 19 contains 37845 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 29792 members 
Mstep: Class 22 contains 66075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149690688.000000 Penalty: 65918.976562
Iteration 115Q: 20 clusters Score -1.496907e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113911 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 7 contains 72622 members 
Mstep: Class 8 contains 184402 members 
Mstep: Class 9 contains 167951 members 
Mstep: Class 10 contains 182187 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221194 members 
Mstep: Class 18 contains 97180 members 
Mstep: Class 19 contains 37791 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 29813 members 
Mstep: Class 22 contains 66027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149691040.000000 Penalty: 65918.976562
Iteration 116Q: 20 clusters Score -1.49691e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113960 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 72713 members 
Mstep: Class 8 contains 184353 members 
Mstep: Class 9 contains 167900 members 
Mstep: Class 10 contains 182200 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221288 members 
Mstep: Class 18 contains 97137 members 
Mstep: Class 19 contains 37698 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 29824 members 
Mstep: Class 22 contains 65983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149691072.000000 Penalty: 65918.976562
Iteration 117Q: 20 clusters Score -1.496911e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114003 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4385 members 
Mstep: Class 7 contains 72810 members 
Mstep: Class 8 contains 184299 members 
Mstep: Class 9 contains 167825 members 
Mstep: Class 10 contains 182213 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221374 members 
Mstep: Class 18 contains 97117 members 
Mstep: Class 19 contains 37602 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 29844 members 
Mstep: Class 22 contains 65951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149691008.000000 Penalty: 65918.976562
Iteration 118Q: 20 clusters Score -1.49691e+08 nChanged 1655
Entering ConstructFrom: 
Score: -149691008.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -869946.750000 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -869946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -864120.500000 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -864120.5 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -865734.437500 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -865734.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -866152.875000 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -866152.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -866602.062500 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -866602.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -867007.250000 Penalty: 4398.174316
	Iteration 4F: 3 clusters Score -867007.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -867338.062500 Penalty: 4398.174316
	Iteration 5F: 3 clusters Score -867338.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -867630.687500 Penalty: 4398.174316
	Iteration 6F: 3 clusters Score -867630.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -867846.250000 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -867846.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -867995.125000 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -867995.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -868094.250000 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -868094.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -868173.625000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -868173.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -868232.125000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -868232.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -868286.500000 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -868286.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -868334.250000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -868334.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -868366.625000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -868366.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -868392.125000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -868392.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -868415.812500 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -868415.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -868431.937500 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -868431.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -868445.750000 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -868445.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -868460.562500 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -868460.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -868474.687500 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -868474.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -868487.500000 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -868487.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -868499.875000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -868499.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -868510.812500 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -868510.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -868521.187500 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -868521.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -868529.187500 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -868529.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -868537.187500 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -868537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -868543.312500 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -868543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -868551.125000 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -868551.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -868557.062500 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -868557.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -868563.812500 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -868563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -868572.187500 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -868572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -868581.500000 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -868581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -868586.125000 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -868586.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -868589.250000 Penalty: 4398.174316
	Iteration 34Q: 3 clusters Score -868589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -868593.625000 Penalty: 4398.174316
	Iteration 35Q: 3 clusters Score -868593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -868600.187500 Penalty: 4398.174316
	Iteration 36Q: 3 clusters Score -868600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -868605.437500 Penalty: 4398.174316
	Iteration 37Q: 3 clusters Score -868605.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -868615.062500 Penalty: 4398.174316
	Iteration 38Q: 3 clusters Score -868615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -868618.187500 Penalty: 4398.174316
	Iteration 39Q: 3 clusters Score -868618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -868622.937500 Penalty: 4398.174316
	Iteration 40F: 3 clusters Score -868622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -868627.562500 Penalty: 4398.174316
	Iteration 41Q: 3 clusters Score -868627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -868632.000000 Penalty: 4398.174316
	Iteration 42Q: 3 clusters Score -868632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -868635.125000 Penalty: 4398.174316
	Iteration 43Q: 3 clusters Score -868635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -868635.875000 Penalty: 4398.174316
	Iteration 44Q: 3 clusters Score -868635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -868635.937500 Penalty: 4398.174316
	Iteration 45Q: 3 clusters Score -868635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -868636.812500 Penalty: 4398.174316
	Iteration 46Q: 3 clusters Score -868636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -868635.937500 Penalty: 4398.174316
	Iteration 47Q: 3 clusters Score -868635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -868635.937500 Penalty: 4398.174316
	Iteration 48F: 3 clusters Score -868635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -56147.320312 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56147.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54706.054688 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54706.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54855.714844 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -54855.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54903.218750 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -54903.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54918.648438 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -54918.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54925.914062 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -54925.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54930.265625 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -54930.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54935.511719 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -54935.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54940.597656 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -54940.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54940.597656 Penalty: 3074.445312
	Iteration 8F: 3 clusters Score -54940.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (114046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Entering Unmasked Estep 
Score: -14630173.000000 Penalty: 2887.800537
	Iteration 0F: 2 clusters Score -1.463017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -14554507.000000 Penalty: 5775.601074
	Iteration 0F: 3 clusters Score -1.455451e+07 nChanged 53700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -14585052.000000 Penalty: 5775.601074
	Iteration 1F: 3 clusters Score -1.458505e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -14586272.000000 Penalty: 5775.601074
	Iteration 2Q: 3 clusters Score -1.458627e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -14587708.000000 Penalty: 5775.601074
	Iteration 3Q: 3 clusters Score -1.458771e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -14589938.000000 Penalty: 5775.601074
	Iteration 4Q: 3 clusters Score -1.458994e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -14592951.000000 Penalty: 5775.601074
	Iteration 5F: 3 clusters Score -1.459295e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -14596589.000000 Penalty: 5775.601074
	Iteration 6F: 3 clusters Score -1.459659e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -14600985.000000 Penalty: 5775.601074
	Iteration 7F: 3 clusters Score -1.460098e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -14605584.000000 Penalty: 5775.601074
	Iteration 8F: 3 clusters Score -1.460558e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -14609793.000000 Penalty: 5775.601074
	Iteration 9F: 3 clusters Score -1.460979e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -14612516.000000 Penalty: 5775.601074
	Iteration 10Q: 3 clusters Score -1.461252e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -14613827.000000 Penalty: 5775.601074
	Iteration 11Q: 3 clusters Score -1.461383e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -14614500.000000 Penalty: 5775.601074
	Iteration 12Q: 3 clusters Score -1.46145e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -14614941.000000 Penalty: 5775.601074
	Iteration 13Q: 3 clusters Score -1.461494e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -14615396.000000 Penalty: 5775.601074
	Iteration 14Q: 3 clusters Score -1.46154e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -14615825.000000 Penalty: 5775.601074
	Iteration 15Q: 3 clusters Score -1.461582e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -14616239.000000 Penalty: 5775.601074
	Iteration 16Q: 3 clusters Score -1.461624e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -14616784.000000 Penalty: 5775.601074
	Iteration 17Q: 3 clusters Score -1.461678e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -14617374.000000 Penalty: 5775.601074
	Iteration 18Q: 3 clusters Score -1.461737e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -14617883.000000 Penalty: 5775.601074
	Iteration 19Q: 3 clusters Score -1.461788e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -14618459.000000 Penalty: 5775.601074
	Iteration 20F: 3 clusters Score -1.461846e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -14618990.000000 Penalty: 5775.601074
	Iteration 21Q: 3 clusters Score -1.461899e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -14619600.000000 Penalty: 5775.601074
	Iteration 22Q: 3 clusters Score -1.46196e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -14620166.000000 Penalty: 5775.601074
	Iteration 23Q: 3 clusters Score -1.462017e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -14620826.000000 Penalty: 5775.601074
	Iteration 24Q: 3 clusters Score -1.462083e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -14621334.000000 Penalty: 5775.601074
	Iteration 25Q: 3 clusters Score -1.462133e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89329 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -14621959.000000 Penalty: 5775.601074
	Iteration 26Q: 3 clusters Score -1.462196e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -14622456.000000 Penalty: 5775.601074
	Iteration 27Q: 3 clusters Score -1.462246e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -14622945.000000 Penalty: 5775.601074
	Iteration 28Q: 3 clusters Score -1.462294e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -14623442.000000 Penalty: 5775.601074
	Iteration 29Q: 3 clusters Score -1.462344e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -14623854.000000 Penalty: 5775.601074
	Iteration 30Q: 3 clusters Score -1.462385e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -14624296.000000 Penalty: 5775.601074
	Iteration 31Q: 3 clusters Score -1.46243e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -14624609.000000 Penalty: 5775.601074
	Iteration 32Q: 3 clusters Score -1.462461e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -14625046.000000 Penalty: 5775.601074
	Iteration 33Q: 3 clusters Score -1.462505e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -14625452.000000 Penalty: 5775.601074
	Iteration 34Q: 3 clusters Score -1.462545e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -14625858.000000 Penalty: 5775.601074
	Iteration 35Q: 3 clusters Score -1.462586e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -14626182.000000 Penalty: 5775.601074
	Iteration 36Q: 3 clusters Score -1.462618e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -14626448.000000 Penalty: 5775.601074
	Iteration 37Q: 3 clusters Score -1.462645e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -14626670.000000 Penalty: 5775.601074
	Iteration 38Q: 3 clusters Score -1.462667e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -14626850.000000 Penalty: 5775.601074
	Iteration 39Q: 3 clusters Score -1.462685e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -14627049.000000 Penalty: 5775.601074
	Iteration 40F: 3 clusters Score -1.462705e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -14627237.000000 Penalty: 5775.601074
	Iteration 41Q: 3 clusters Score -1.462724e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -14627364.000000 Penalty: 5775.601074
	Iteration 42Q: 3 clusters Score -1.462736e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -14627522.000000 Penalty: 5775.601074
	Iteration 43Q: 3 clusters Score -1.462752e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -14627622.000000 Penalty: 5775.601074
	Iteration 44Q: 3 clusters Score -1.462762e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -14627743.000000 Penalty: 5775.601074
	Iteration 45Q: 3 clusters Score -1.462774e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -14627855.000000 Penalty: 5775.601074
	Iteration 46Q: 3 clusters Score -1.462786e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -14627956.000000 Penalty: 5775.601074
	Iteration 47Q: 3 clusters Score -1.462796e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -14628081.000000 Penalty: 5775.601074
	Iteration 48Q: 3 clusters Score -1.462808e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -14628122.000000 Penalty: 5775.601074
	Iteration 49Q: 3 clusters Score -1.462812e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -14628194.000000 Penalty: 5775.601074
	Iteration 50Q: 3 clusters Score -1.462819e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110492 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -14628272.000000 Penalty: 5775.601074
	Iteration 51Q: 3 clusters Score -1.462827e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -14628320.000000 Penalty: 5775.601074
	Iteration 52Q: 3 clusters Score -1.462832e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -14628318.000000 Penalty: 5775.601074
	Iteration 53Q: 3 clusters Score -1.462832e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -14628343.000000 Penalty: 5775.601074
	Iteration 54Q: 3 clusters Score -1.462834e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -14628383.000000 Penalty: 5775.601074
	Iteration 55Q: 3 clusters Score -1.462838e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110989 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -14628397.000000 Penalty: 5775.601074
	Iteration 56Q: 3 clusters Score -1.46284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14628443.000000 Penalty: 5775.601074
	Iteration 57Q: 3 clusters Score -1.462844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -14628450.000000 Penalty: 5775.601074
	Iteration 58Q: 3 clusters Score -1.462845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111117 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -14628467.000000 Penalty: 5775.601074
	Iteration 59Q: 3 clusters Score -1.462847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -14628452.000000 Penalty: 5775.601074
	Iteration 60F: 3 clusters Score -1.462845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -14628456.000000 Penalty: 5775.601074
	Iteration 61Q: 3 clusters Score -1.462846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -14628459.000000 Penalty: 5775.601074
	Iteration 62Q: 3 clusters Score -1.462846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111183 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -14628460.000000 Penalty: 5775.601074
	Iteration 63Q: 3 clusters Score -1.462846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -14628466.000000 Penalty: 5775.601074
	Iteration 64Q: 3 clusters Score -1.462847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -14628467.000000 Penalty: 5775.601074
	Iteration 65Q: 3 clusters Score -1.462847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -14628459.000000 Penalty: 5775.601074
	Iteration 66Q: 3 clusters Score -1.462846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -14628470.000000 Penalty: 5775.601074
	Iteration 67Q: 3 clusters Score -1.462847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111220 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -14628460.000000 Penalty: 5775.601074
	Iteration 68Q: 3 clusters Score -1.462846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111225 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -14628458.000000 Penalty: 5775.601074
	Iteration 69Q: 3 clusters Score -1.462846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111230 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -14628456.000000 Penalty: 5775.601074
	Iteration 70Q: 3 clusters Score -1.462846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -14628472.000000 Penalty: 5775.601074
	Iteration 71Q: 3 clusters Score -1.462847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -14628465.000000 Penalty: 5775.601074
	Iteration 72Q: 3 clusters Score -1.462846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111253 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -14628464.000000 Penalty: 5775.601074
	Iteration 73Q: 3 clusters Score -1.462846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -14628463.000000 Penalty: 5775.601074
	Iteration 74Q: 3 clusters Score -1.462846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -14628454.000000 Penalty: 5775.601074
	Iteration 75Q: 3 clusters Score -1.462845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -14628460.000000 Penalty: 5775.601074
	Iteration 76Q: 3 clusters Score -1.462846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111264 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -14628450.000000 Penalty: 5775.601074
	Iteration 77Q: 3 clusters Score -1.462845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111268 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14628467.000000 Penalty: 5775.601074
	Iteration 78Q: 3 clusters Score -1.462847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111270 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14628462.000000 Penalty: 5775.601074
	Iteration 79Q: 3 clusters Score -1.462846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111273 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -14628461.000000 Penalty: 5775.601074
	Iteration 80F: 3 clusters Score -1.462846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -14628453.000000 Penalty: 5775.601074
	Iteration 81Q: 3 clusters Score -1.462845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14628459.000000 Penalty: 5775.601074
	Iteration 82Q: 3 clusters Score -1.462846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -14628457.000000 Penalty: 5775.601074
	Iteration 83Q: 3 clusters Score -1.462846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111286 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -14628455.000000 Penalty: 5775.601074
	Iteration 84Q: 3 clusters Score -1.462846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -14628460.000000 Penalty: 5775.601074
	Iteration 85Q: 3 clusters Score -1.462846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -14628463.000000 Penalty: 5775.601074
	Iteration 86Q: 3 clusters Score -1.462846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111295 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -14628458.000000 Penalty: 5775.601074
	Iteration 87Q: 3 clusters Score -1.462846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -14628452.000000 Penalty: 5775.601074
	Iteration 88Q: 3 clusters Score -1.462845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -14628467.000000 Penalty: 5775.601074
	Iteration 89Q: 3 clusters Score -1.462847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -14628467.000000 Penalty: 5775.601074
	Iteration 90Q: 3 clusters Score -1.462847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14628466.000000 Penalty: 5775.601074
	Iteration 91Q: 3 clusters Score -1.462847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -14628465.000000 Penalty: 5775.601074
	Iteration 92Q: 3 clusters Score -1.462846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14628472.000000 Penalty: 5775.601074
	Iteration 93Q: 3 clusters Score -1.462847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -14628463.000000 Penalty: 5775.601074
	Iteration 94Q: 3 clusters Score -1.462846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14628462.000000 Penalty: 5775.601074
	Iteration 95Q: 3 clusters Score -1.462846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -14628466.000000 Penalty: 5775.601074
	Iteration 96Q: 3 clusters Score -1.462847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14628471.000000 Penalty: 5775.601074
	Iteration 97Q: 3 clusters Score -1.462847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14628471.000000 Penalty: 5775.601074
	Iteration 98F: 3 clusters Score -1.462847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 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 287 members 
Entering Unmasked Estep 
Score: -58816.480469 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58816.48 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59191.320312 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59191.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59517.863281 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59517.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60021.199219 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -60021.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60260.601562 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -60260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60326.195312 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -60326.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60412.843750 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -60412.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60478.066406 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60478.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60526.085938 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60526.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60546.457031 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60546.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60564.472656 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60564.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60578.562500 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60578.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60591.566406 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60591.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60603.902344 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60611.812500 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60611.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60617.867188 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60617.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60619.855469 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60619.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60619.855469 Penalty: 3150.039307
	Iteration 17F: 3 clusters Score -60619.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114046 members 
Mstep: Class 4 contains 223 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 72916 members 
Mstep: Class 8 contains 184236 members 
Mstep: Class 9 contains 167778 members 
Mstep: Class 10 contains 182209 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221454 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 18 contains 97087 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29853 members 
Mstep: Class 22 contains 65933 members 
Entering Unmasked Estep 
Score: -149689456.000000 Penalty: 69388.398438
Splitting cluster 4 changes total score from -149691008.000000 to -149689456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 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 260 members 
Entering Unmasked Estep 
Score: -51778.457031 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51778.46 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52100.121094 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52100.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52495.914062 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52495.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52674.425781 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52674.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52743.230469 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -52743.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52820.582031 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -52820.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -52929.789062 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -52929.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -53002.828125 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53002.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -53098.289062 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53098.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53276.070312 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53276.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53309.535156 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -53309.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53358.402344 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -53358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53380.257812 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -53380.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53403.222656 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -53403.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53431.042969 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -53431.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -53437.027344 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -53437.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -53454.695312 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -53454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53467.210938 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -53467.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53469.390625 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -53469.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -53479.820312 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -53479.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -53492.296875 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -53492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -53505.312500 Penalty: 3111.347168
	Iteration 21Q: 3 clusters Score -53505.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53528.386719 Penalty: 3111.347168
	Iteration 22Q: 3 clusters Score -53528.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -53540.003906 Penalty: 3111.347168
	Iteration 23Q: 3 clusters Score -53540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -53556.539062 Penalty: 3111.347168
	Iteration 24Q: 3 clusters Score -53556.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53601.511719 Penalty: 3111.347168
	Iteration 25Q: 3 clusters Score -53601.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -53665.750000 Penalty: 3111.347168
	Iteration 26Q: 3 clusters Score -53665.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53669.757812 Penalty: 3111.347168
	Iteration 27Q: 3 clusters Score -53669.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -53669.757812 Penalty: 3111.347168
	Iteration 28F: 3 clusters Score -53669.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114046 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 112 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 72916 members 
Mstep: Class 8 contains 184236 members 
Mstep: Class 9 contains 167778 members 
Mstep: Class 10 contains 182209 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221454 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 18 contains 97087 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29853 members 
Mstep: Class 22 contains 65933 members 
Entering Unmasked Estep 
Score: -149689536.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149691008.000000 to -149689536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -547667.125000 Penalty: 2079.601074
	Iteration 0F: 2 clusters Score -547667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -543564.187500 Penalty: 4159.202148
	Iteration 0F: 3 clusters Score -543564.2 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -544447.375000 Penalty: 4159.202148
	Iteration 1F: 3 clusters Score -544447.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -544629.500000 Penalty: 4159.202148
	Iteration 2F: 3 clusters Score -544629.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -544728.875000 Penalty: 4159.202148
	Iteration 3Q: 3 clusters Score -544728.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -544790.375000 Penalty: 4159.202148
	Iteration 4Q: 3 clusters Score -544790.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -544840.750000 Penalty: 4159.202148
	Iteration 5Q: 3 clusters Score -544840.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -544880.000000 Penalty: 4159.202148
	Iteration 6Q: 3 clusters Score -544880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -544908.500000 Penalty: 4159.202148
	Iteration 7Q: 3 clusters Score -544908.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -544926.250000 Penalty: 4159.202148
	Iteration 8Q: 3 clusters Score -544926.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -544941.625000 Penalty: 4159.202148
	Iteration 9Q: 3 clusters Score -544941.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -544955.437500 Penalty: 4159.202148
	Iteration 10Q: 3 clusters Score -544955.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -544972.375000 Penalty: 4159.202148
	Iteration 11Q: 3 clusters Score -544972.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -544988.812500 Penalty: 4159.202148
	Iteration 12Q: 3 clusters Score -544988.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -545006.937500 Penalty: 4159.202148
	Iteration 13Q: 3 clusters Score -545006.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -545030.500000 Penalty: 4159.202148
	Iteration 14Q: 3 clusters Score -545030.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -545053.562500 Penalty: 4159.202148
	Iteration 15Q: 3 clusters Score -545053.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -545076.750000 Penalty: 4159.202148
	Iteration 16Q: 3 clusters Score -545076.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -545100.000000 Penalty: 4159.202148
	Iteration 17Q: 3 clusters Score -545100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -545122.187500 Penalty: 4159.202148
	Iteration 18Q: 3 clusters Score -545122.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -545156.875000 Penalty: 4159.202148
	Iteration 19Q: 3 clusters Score -545156.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -545207.562500 Penalty: 4159.202148
	Iteration 20F: 3 clusters Score -545207.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -545261.750000 Penalty: 4159.202148
	Iteration 21Q: 3 clusters Score -545261.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -545347.812500 Penalty: 4159.202148
	Iteration 22Q: 3 clusters Score -545347.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -545478.562500 Penalty: 4159.202148
	Iteration 23Q: 3 clusters Score -545478.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -545694.687500 Penalty: 4159.202148
	Iteration 24Q: 3 clusters Score -545694.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -545991.625000 Penalty: 4159.202148
	Iteration 25Q: 3 clusters Score -545991.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -546361.500000 Penalty: 4159.202148
	Iteration 26F: 3 clusters Score -546361.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -546777.312500 Penalty: 4159.202148
	Iteration 27F: 3 clusters Score -546777.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -547079.437500 Penalty: 4159.202148
	Iteration 28Q: 3 clusters Score -547079.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -547271.187500 Penalty: 4159.202148
	Iteration 29Q: 3 clusters Score -547271.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -547345.750000 Penalty: 4159.202148
	Iteration 30Q: 3 clusters Score -547345.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -547390.687500 Penalty: 4159.202148
	Iteration 31Q: 3 clusters Score -547390.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -547410.625000 Penalty: 4159.202148
	Iteration 32Q: 3 clusters Score -547410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -547419.625000 Penalty: 4159.202148
	Iteration 33Q: 3 clusters Score -547419.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -547424.437500 Penalty: 4159.202148
	Iteration 34Q: 3 clusters Score -547424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -547428.312500 Penalty: 4159.202148
	Iteration 35Q: 3 clusters Score -547428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -547429.062500 Penalty: 4159.202148
	Iteration 36Q: 3 clusters Score -547429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -547431.062500 Penalty: 4159.202148
	Iteration 37Q: 3 clusters Score -547431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -547431.062500 Penalty: 4159.202148
	Iteration 38Q: 3 clusters Score -547431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -547434.375000 Penalty: 4159.202148
	Iteration 39Q: 3 clusters Score -547434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -547433.750000 Penalty: 4159.202148
	Iteration 40F: 3 clusters Score -547433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Entering Unmasked Estep 
Score: -9106685.000000 Penalty: 2776.871826
	Iteration 0F: 2 clusters Score -9106685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -9057920.000000 Penalty: 5553.743652
	Iteration 0F: 3 clusters Score -9057920 nChanged 34161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -9076837.000000 Penalty: 5553.743652
	Iteration 1F: 3 clusters Score -9076837 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -9077351.000000 Penalty: 5553.743652
	Iteration 2Q: 3 clusters Score -9077351 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -9077905.000000 Penalty: 5553.743652
	Iteration 3Q: 3 clusters Score -9077905 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -9078738.000000 Penalty: 5553.743652
	Iteration 4Q: 3 clusters Score -9078738 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -9079598.000000 Penalty: 5553.743652
	Iteration 5Q: 3 clusters Score -9079598 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -9080875.000000 Penalty: 5553.743652
	Iteration 6Q: 3 clusters Score -9080875 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -9082586.000000 Penalty: 5553.743652
	Iteration 7Q: 3 clusters Score -9082586 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -9084504.000000 Penalty: 5553.743652
	Iteration 8F: 3 clusters Score -9084504 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9086738.000000 Penalty: 5553.743652
	Iteration 9F: 3 clusters Score -9086738 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -9088998.000000 Penalty: 5553.743652
	Iteration 10F: 3 clusters Score -9088998 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -9091020.000000 Penalty: 5553.743652
	Iteration 11F: 3 clusters Score -9091020 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -9092509.000000 Penalty: 5553.743652
	Iteration 12Q: 3 clusters Score -9092509 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9093858.000000 Penalty: 5553.743652
	Iteration 13Q: 3 clusters Score -9093858 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -9095021.000000 Penalty: 5553.743652
	Iteration 14Q: 3 clusters Score -9095021 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -9096178.000000 Penalty: 5553.743652
	Iteration 15Q: 3 clusters Score -9096178 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9097219.000000 Penalty: 5553.743652
	Iteration 16Q: 3 clusters Score -9097219 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -9098275.000000 Penalty: 5553.743652
	Iteration 17Q: 3 clusters Score -9098275 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -9099230.000000 Penalty: 5553.743652
	Iteration 18Q: 3 clusters Score -9099230 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -9100101.000000 Penalty: 5553.743652
	Iteration 19Q: 3 clusters Score -9100101 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -9100871.000000 Penalty: 5553.743652
	Iteration 20F: 3 clusters Score -9100871 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -9101522.000000 Penalty: 5553.743652
	Iteration 21Q: 3 clusters Score -9101522 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -9102180.000000 Penalty: 5553.743652
	Iteration 22Q: 3 clusters Score -9102180 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -9102732.000000 Penalty: 5553.743652
	Iteration 23Q: 3 clusters Score -9102732 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -9103106.000000 Penalty: 5553.743652
	Iteration 24Q: 3 clusters Score -9103106 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -9103418.000000 Penalty: 5553.743652
	Iteration 25Q: 3 clusters Score -9103418 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -9103622.000000 Penalty: 5553.743652
	Iteration 26Q: 3 clusters Score -9103622 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -9103840.000000 Penalty: 5553.743652
	Iteration 27Q: 3 clusters Score -9103840 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -9104049.000000 Penalty: 5553.743652
	Iteration 28Q: 3 clusters Score -9104049 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -9104196.000000 Penalty: 5553.743652
	Iteration 29Q: 3 clusters Score -9104196 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -9104304.000000 Penalty: 5553.743652
	Iteration 30Q: 3 clusters Score -9104304 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -9104400.000000 Penalty: 5553.743652
	Iteration 31Q: 3 clusters Score -9104400 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -9104519.000000 Penalty: 5553.743652
	Iteration 32Q: 3 clusters Score -9104519 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -9104551.000000 Penalty: 5553.743652
	Iteration 33Q: 3 clusters Score -9104551 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -9104597.000000 Penalty: 5553.743652
	Iteration 34Q: 3 clusters Score -9104597 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -9104643.000000 Penalty: 5553.743652
	Iteration 35Q: 3 clusters Score -9104643 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -9104727.000000 Penalty: 5553.743652
	Iteration 36Q: 3 clusters Score -9104727 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -9104791.000000 Penalty: 5553.743652
	Iteration 37Q: 3 clusters Score -9104791 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -9104845.000000 Penalty: 5553.743652
	Iteration 38Q: 3 clusters Score -9104845 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -9104880.000000 Penalty: 5553.743652
	Iteration 39Q: 3 clusters Score -9104880 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -9104881.000000 Penalty: 5553.743652
	Iteration 40F: 3 clusters Score -9104881 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -9104901.000000 Penalty: 5553.743652
	Iteration 41Q: 3 clusters Score -9104901 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -9104933.000000 Penalty: 5553.743652
	Iteration 42Q: 3 clusters Score -9104933 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -9104971.000000 Penalty: 5553.743652
	Iteration 43Q: 3 clusters Score -9104971 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -9104991.000000 Penalty: 5553.743652
	Iteration 44Q: 3 clusters Score -9104991 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -9104993.000000 Penalty: 5553.743652
	Iteration 45Q: 3 clusters Score -9104993 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -9104972.000000 Penalty: 5553.743652
	Iteration 46Q: 3 clusters Score -9104972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -9105002.000000 Penalty: 5553.743652
	Iteration 47Q: 3 clusters Score -9105002 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 67514 members 
Entering Unmasked Estep 
Score: -9105011.000000 Penalty: 5553.743652
	Iteration 48Q: 3 clusters Score -9105011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -9105018.000000 Penalty: 5553.743652
	Iteration 49Q: 3 clusters Score -9105018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -9105016.000000 Penalty: 5553.743652
	Iteration 50Q: 3 clusters Score -9105016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -9105025.000000 Penalty: 5553.743652
	Iteration 51Q: 3 clusters Score -9105025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -9105049.000000 Penalty: 5553.743652
	Iteration 52Q: 3 clusters Score -9105049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -9105054.000000 Penalty: 5553.743652
	Iteration 53Q: 3 clusters Score -9105054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -9105050.000000 Penalty: 5553.743652
	Iteration 54Q: 3 clusters Score -9105050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -9105076.000000 Penalty: 5553.743652
	Iteration 55Q: 3 clusters Score -9105076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -9105066.000000 Penalty: 5553.743652
	Iteration 56Q: 3 clusters Score -9105066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -9105063.000000 Penalty: 5553.743652
	Iteration 57Q: 3 clusters Score -9105063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -9105067.000000 Penalty: 5553.743652
	Iteration 58Q: 3 clusters Score -9105067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -9105062.000000 Penalty: 5553.743652
	Iteration 59Q: 3 clusters Score -9105062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -9105070.000000 Penalty: 5553.743652
	Iteration 60F: 3 clusters Score -9105070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -9105070.000000 Penalty: 5553.743652
	Iteration 61Q: 3 clusters Score -9105070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -9105073.000000 Penalty: 5553.743652
	Iteration 62Q: 3 clusters Score -9105073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -9105088.000000 Penalty: 5553.743652
	Iteration 63Q: 3 clusters Score -9105088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -9105084.000000 Penalty: 5553.743652
	Iteration 64Q: 3 clusters Score -9105084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -9105074.000000 Penalty: 5553.743652
	Iteration 65Q: 3 clusters Score -9105074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9105082.000000 Penalty: 5553.743652
	Iteration 66Q: 3 clusters Score -9105082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -9105077.000000 Penalty: 5553.743652
	Iteration 67Q: 3 clusters Score -9105077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -9105082.000000 Penalty: 5553.743652
	Iteration 68Q: 3 clusters Score -9105082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9105077.000000 Penalty: 5553.743652
	Iteration 69Q: 3 clusters Score -9105077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -9105078.000000 Penalty: 5553.743652
	Iteration 70Q: 3 clusters Score -9105078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -9105068.000000 Penalty: 5553.743652
	Iteration 71Q: 3 clusters Score -9105068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -9105080.000000 Penalty: 5553.743652
	Iteration 72Q: 3 clusters Score -9105080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -9105087.000000 Penalty: 5553.743652
	Iteration 73Q: 3 clusters Score -9105087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -9105087.000000 Penalty: 5553.743652
	Iteration 74F: 3 clusters Score -9105087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Entering Unmasked Estep 
Score: -23658688.000000 Penalty: 3006.745361
	Iteration 0F: 2 clusters Score -2.365869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -23537390.000000 Penalty: 6013.490723
	Iteration 0F: 3 clusters Score -2.353739e+07 nChanged 88624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 96734 members 
Entering Unmasked Estep 
Score: -23588592.000000 Penalty: 6013.490723
	Iteration 1F: 3 clusters Score -2.358859e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -23589658.000000 Penalty: 6013.490723
	Iteration 2Q: 3 clusters Score -2.358966e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -23591580.000000 Penalty: 6013.490723
	Iteration 3Q: 3 clusters Score -2.359158e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 111622 members 
Entering Unmasked Estep 
Score: -23594592.000000 Penalty: 6013.490723
	Iteration 4Q: 3 clusters Score -2.359459e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 122540 members 
Entering Unmasked Estep 
Score: -23600918.000000 Penalty: 6013.490723
	Iteration 5F: 3 clusters Score -2.360092e+07 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 137680 members 
Entering Unmasked Estep 
Score: -23613064.000000 Penalty: 6013.490723
	Iteration 6F: 3 clusters Score -2.361306e+07 nChanged 17792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -23630370.000000 Penalty: 6013.490723
	Iteration 7F: 3 clusters Score -2.363037e+07 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 169736 members 
Entering Unmasked Estep 
Score: -23644960.000000 Penalty: 6013.490723
	Iteration 8F: 3 clusters Score -2.364496e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 177917 members 
Entering Unmasked Estep 
Score: -23652490.000000 Penalty: 6013.490723
	Iteration 9Q: 3 clusters Score -2.365249e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -23655344.000000 Penalty: 6013.490723
	Iteration 10Q: 3 clusters Score -2.365534e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 181892 members 
Entering Unmasked Estep 
Score: -23656396.000000 Penalty: 6013.490723
	Iteration 11Q: 3 clusters Score -2.36564e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 182092 members 
Entering Unmasked Estep 
Score: -23656738.000000 Penalty: 6013.490723
	Iteration 12Q: 3 clusters Score -2.365674e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 182187 members 
Entering Unmasked Estep 
Score: -23656886.000000 Penalty: 6013.490723
	Iteration 13Q: 3 clusters Score -2.365689e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -23656920.000000 Penalty: 6013.490723
	Iteration 14Q: 3 clusters Score -2.365692e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 182247 members 
Entering Unmasked Estep 
Score: -23656972.000000 Penalty: 6013.490723
	Iteration 15Q: 3 clusters Score -2.365697e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 182268 members 
Entering Unmasked Estep 
Score: -23657010.000000 Penalty: 6013.490723
	Iteration 16Q: 3 clusters Score -2.365701e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 182288 members 
Entering Unmasked Estep 
Score: -23657008.000000 Penalty: 6013.490723
	Iteration 17Q: 3 clusters Score -2.365701e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 182292 members 
Entering Unmasked Estep 
Score: -23657046.000000 Penalty: 6013.490723
	Iteration 18Q: 3 clusters Score -2.365705e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 182303 members 
Entering Unmasked Estep 
Score: -23657048.000000 Penalty: 6013.490723
	Iteration 19Q: 3 clusters Score -2.365705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 182309 members 
Entering Unmasked Estep 
Score: -23657046.000000 Penalty: 6013.490723
	Iteration 20F: 3 clusters Score -2.365705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 182316 members 
Entering Unmasked Estep 
Score: -23657042.000000 Penalty: 6013.490723
	Iteration 21Q: 3 clusters Score -2.365704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 182322 members 
Entering Unmasked Estep 
Score: -23657024.000000 Penalty: 6013.490723
	Iteration 22Q: 3 clusters Score -2.365702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 182323 members 
Entering Unmasked Estep 
Score: -23657044.000000 Penalty: 6013.490723
	Iteration 23Q: 3 clusters Score -2.365704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -23657044.000000 Penalty: 6013.490723
	Iteration 24Q: 3 clusters Score -2.365704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 182320 members 
Entering Unmasked Estep 
Score: -23657040.000000 Penalty: 6013.490723
	Iteration 25Q: 3 clusters Score -2.365704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 182319 members 
Entering Unmasked Estep 
Score: -23657048.000000 Penalty: 6013.490723
	Iteration 26Q: 3 clusters Score -2.365705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -23657026.000000 Penalty: 6013.490723
	Iteration 27Q: 3 clusters Score -2.365703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 182313 members 
Entering Unmasked Estep 
Score: -23657032.000000 Penalty: 6013.490723
	Iteration 28Q: 3 clusters Score -2.365703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 182310 members 
Entering Unmasked Estep 
Score: -23657030.000000 Penalty: 6013.490723
	Iteration 29Q: 3 clusters Score -2.365703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 182311 members 
Entering Unmasked Estep 
Score: -23657030.000000 Penalty: 6013.490723
	Iteration 30Q: 3 clusters Score -2.365703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 182312 members 
Entering Unmasked Estep 
Score: -23657036.000000 Penalty: 6013.490723
	Iteration 31Q: 3 clusters Score -2.365704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 182321 members 
Entering Unmasked Estep 
Score: -23657046.000000 Penalty: 6013.490723
	Iteration 32Q: 3 clusters Score -2.365705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 182328 members 
Entering Unmasked Estep 
Score: -23657038.000000 Penalty: 6013.490723
	Iteration 33Q: 3 clusters Score -2.365704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 182333 members 
Entering Unmasked Estep 
Score: -23657040.000000 Penalty: 6013.490723
	Iteration 34Q: 3 clusters Score -2.365704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 182334 members 
Entering Unmasked Estep 
Score: -23657040.000000 Penalty: 6013.490723
	Iteration 35Q: 3 clusters Score -2.365704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 182336 members 
Entering Unmasked Estep 
Score: -23657050.000000 Penalty: 6013.490723
	Iteration 36Q: 3 clusters Score -2.365705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 182339 members 
Entering Unmasked Estep 
Score: -23657046.000000 Penalty: 6013.490723
	Iteration 37Q: 3 clusters Score -2.365705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -23657052.000000 Penalty: 6013.490723
	Iteration 38Q: 3 clusters Score -2.365705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -23657052.000000 Penalty: 6013.490723
	Iteration 39F: 3 clusters Score -2.365705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167778 members 
Entering Unmasked Estep 
Score: -21488658.000000 Penalty: 2983.538574
	Iteration 0F: 2 clusters Score -2.148866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -21376896.000000 Penalty: 5967.077148
	Iteration 0F: 3 clusters Score -2.13769e+07 nChanged 80316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -21424080.000000 Penalty: 5967.077148
	Iteration 1F: 3 clusters Score -2.142408e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -21424922.000000 Penalty: 5967.077148
	Iteration 2Q: 3 clusters Score -2.142492e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -21425870.000000 Penalty: 5967.077148
	Iteration 3Q: 3 clusters Score -2.142587e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -21427166.000000 Penalty: 5967.077148
	Iteration 4Q: 3 clusters Score -2.142717e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -21429084.000000 Penalty: 5967.077148
	Iteration 5Q: 3 clusters Score -2.142908e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -21432968.000000 Penalty: 5967.077148
	Iteration 6Q: 3 clusters Score -2.143297e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -21439528.000000 Penalty: 5967.077148
	Iteration 7F: 3 clusters Score -2.143953e+07 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -21449740.000000 Penalty: 5967.077148
	Iteration 8F: 3 clusters Score -2.144974e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130128 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -21461730.000000 Penalty: 5967.077148
	Iteration 9F: 3 clusters Score -2.146173e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139092 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -21471912.000000 Penalty: 5967.077148
	Iteration 10F: 3 clusters Score -2.147191e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144542 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -21478074.000000 Penalty: 5967.077148
	Iteration 11Q: 3 clusters Score -2.147807e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -21480902.000000 Penalty: 5967.077148
	Iteration 12Q: 3 clusters Score -2.14809e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -21482364.000000 Penalty: 5967.077148
	Iteration 13Q: 3 clusters Score -2.148236e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152208 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -21483240.000000 Penalty: 5967.077148
	Iteration 14Q: 3 clusters Score -2.148324e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -21484018.000000 Penalty: 5967.077148
	Iteration 15Q: 3 clusters Score -2.148402e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -21484560.000000 Penalty: 5967.077148
	Iteration 16Q: 3 clusters Score -2.148456e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -21485038.000000 Penalty: 5967.077148
	Iteration 17Q: 3 clusters Score -2.148504e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157587 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -21485380.000000 Penalty: 5967.077148
	Iteration 18Q: 3 clusters Score -2.148538e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -21485694.000000 Penalty: 5967.077148
	Iteration 19Q: 3 clusters Score -2.148569e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -21485888.000000 Penalty: 5967.077148
	Iteration 20F: 3 clusters Score -2.148589e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -21486148.000000 Penalty: 5967.077148
	Iteration 21Q: 3 clusters Score -2.148615e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -21486294.000000 Penalty: 5967.077148
	Iteration 22Q: 3 clusters Score -2.148629e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -21486418.000000 Penalty: 5967.077148
	Iteration 23Q: 3 clusters Score -2.148642e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21486476.000000 Penalty: 5967.077148
	Iteration 24Q: 3 clusters Score -2.148648e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -21486634.000000 Penalty: 5967.077148
	Iteration 25Q: 3 clusters Score -2.148663e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -21486696.000000 Penalty: 5967.077148
	Iteration 26Q: 3 clusters Score -2.14867e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163012 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -21486778.000000 Penalty: 5967.077148
	Iteration 27Q: 3 clusters Score -2.148678e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -21486824.000000 Penalty: 5967.077148
	Iteration 28Q: 3 clusters Score -2.148682e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -21486834.000000 Penalty: 5967.077148
	Iteration 29Q: 3 clusters Score -2.148683e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -21486898.000000 Penalty: 5967.077148
	Iteration 30Q: 3 clusters Score -2.14869e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -21486950.000000 Penalty: 5967.077148
	Iteration 31Q: 3 clusters Score -2.148695e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164052 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21487036.000000 Penalty: 5967.077148
	Iteration 32Q: 3 clusters Score -2.148704e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21487080.000000 Penalty: 5967.077148
	Iteration 33Q: 3 clusters Score -2.148708e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -21487072.000000 Penalty: 5967.077148
	Iteration 34Q: 3 clusters Score -2.148707e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -21487064.000000 Penalty: 5967.077148
	Iteration 35Q: 3 clusters Score -2.148706e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21487078.000000 Penalty: 5967.077148
	Iteration 36Q: 3 clusters Score -2.148708e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164507 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21487104.000000 Penalty: 5967.077148
	Iteration 37Q: 3 clusters Score -2.14871e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21487100.000000 Penalty: 5967.077148
	Iteration 38Q: 3 clusters Score -2.14871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -21487100.000000 Penalty: 5967.077148
	Iteration 39Q: 3 clusters Score -2.14871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21487094.000000 Penalty: 5967.077148
	Iteration 40F: 3 clusters Score -2.148709e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -21487110.000000 Penalty: 5967.077148
	Iteration 41Q: 3 clusters Score -2.148711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21487128.000000 Penalty: 5967.077148
	Iteration 42Q: 3 clusters Score -2.148713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164761 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21487150.000000 Penalty: 5967.077148
	Iteration 43Q: 3 clusters Score -2.148715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21487138.000000 Penalty: 5967.077148
	Iteration 44Q: 3 clusters Score -2.148714e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -21487076.000000 Penalty: 5967.077148
	Iteration 45Q: 3 clusters Score -2.148708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21487112.000000 Penalty: 5967.077148
	Iteration 46Q: 3 clusters Score -2.148711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164868 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -21487094.000000 Penalty: 5967.077148
	Iteration 47Q: 3 clusters Score -2.148709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -21487086.000000 Penalty: 5967.077148
	Iteration 48Q: 3 clusters Score -2.148709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21487100.000000 Penalty: 5967.077148
	Iteration 49Q: 3 clusters Score -2.14871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21487106.000000 Penalty: 5967.077148
	Iteration 50Q: 3 clusters Score -2.148711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -21487106.000000 Penalty: 5967.077148
	Iteration 51Q: 3 clusters Score -2.148711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164937 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -21487112.000000 Penalty: 5967.077148
	Iteration 52Q: 3 clusters Score -2.148711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164950 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -21487128.000000 Penalty: 5967.077148
	Iteration 53Q: 3 clusters Score -2.148713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164964 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21487124.000000 Penalty: 5967.077148
	Iteration 54Q: 3 clusters Score -2.148712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164976 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21487102.000000 Penalty: 5967.077148
	Iteration 55Q: 3 clusters Score -2.14871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164985 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21487110.000000 Penalty: 5967.077148
	Iteration 56Q: 3 clusters Score -2.148711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164998 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -21487102.000000 Penalty: 5967.077148
	Iteration 57Q: 3 clusters Score -2.14871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21487124.000000 Penalty: 5967.077148
	Iteration 58Q: 3 clusters Score -2.148712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21487134.000000 Penalty: 5967.077148
	Iteration 59Q: 3 clusters Score -2.148713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -21487156.000000 Penalty: 5967.077148
	Iteration 60F: 3 clusters Score -2.148716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21487152.000000 Penalty: 5967.077148
	Iteration 61Q: 3 clusters Score -2.148715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165038 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -21487148.000000 Penalty: 5967.077148
	Iteration 62Q: 3 clusters Score -2.148715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -21487146.000000 Penalty: 5967.077148
	Iteration 63Q: 3 clusters Score -2.148715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -21487146.000000 Penalty: 5967.077148
	Iteration 64F: 3 clusters Score -2.148715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (182209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182209 members 
Entering Unmasked Estep 
Score: -23376334.000000 Penalty: 3004.001465
	Iteration 0F: 2 clusters Score -2.337633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -23256818.000000 Penalty: 6008.002930
	Iteration 0F: 3 clusters Score -2.325682e+07 nChanged 87398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -23309226.000000 Penalty: 6008.002930
	Iteration 1F: 3 clusters Score -2.330923e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -23312068.000000 Penalty: 6008.002930
	Iteration 2Q: 3 clusters Score -2.331207e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -23316876.000000 Penalty: 6008.002930
	Iteration 3F: 3 clusters Score -2.331688e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -23324486.000000 Penalty: 6008.002930
	Iteration 4F: 3 clusters Score -2.332449e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -23335572.000000 Penalty: 6008.002930
	Iteration 5F: 3 clusters Score -2.333557e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -23349374.000000 Penalty: 6008.002930
	Iteration 6F: 3 clusters Score -2.334937e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136664 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -23360386.000000 Penalty: 6008.002930
	Iteration 7F: 3 clusters Score -2.336039e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140739 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -23365044.000000 Penalty: 6008.002930
	Iteration 8Q: 3 clusters Score -2.336504e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143698 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -23366704.000000 Penalty: 6008.002930
	Iteration 9Q: 3 clusters Score -2.33667e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146271 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -23367722.000000 Penalty: 6008.002930
	Iteration 10Q: 3 clusters Score -2.336772e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -23368680.000000 Penalty: 6008.002930
	Iteration 11Q: 3 clusters Score -2.336868e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -23369438.000000 Penalty: 6008.002930
	Iteration 12Q: 3 clusters Score -2.336944e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153256 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -23370308.000000 Penalty: 6008.002930
	Iteration 13Q: 3 clusters Score -2.337031e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155337 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -23370984.000000 Penalty: 6008.002930
	Iteration 14Q: 3 clusters Score -2.337098e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -23371694.000000 Penalty: 6008.002930
	Iteration 15Q: 3 clusters Score -2.337169e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159306 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -23372308.000000 Penalty: 6008.002930
	Iteration 16Q: 3 clusters Score -2.337231e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -23372860.000000 Penalty: 6008.002930
	Iteration 17Q: 3 clusters Score -2.337286e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -23373352.000000 Penalty: 6008.002930
	Iteration 18Q: 3 clusters Score -2.337335e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -23373776.000000 Penalty: 6008.002930
	Iteration 19Q: 3 clusters Score -2.337378e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -23373992.000000 Penalty: 6008.002930
	Iteration 20F: 3 clusters Score -2.337399e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -23374308.000000 Penalty: 6008.002930
	Iteration 21Q: 3 clusters Score -2.337431e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -23374532.000000 Penalty: 6008.002930
	Iteration 22Q: 3 clusters Score -2.337453e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169563 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -23374688.000000 Penalty: 6008.002930
	Iteration 23Q: 3 clusters Score -2.337469e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -23374922.000000 Penalty: 6008.002930
	Iteration 24Q: 3 clusters Score -2.337492e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -23375098.000000 Penalty: 6008.002930
	Iteration 25Q: 3 clusters Score -2.33751e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172598 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -23375104.000000 Penalty: 6008.002930
	Iteration 26Q: 3 clusters Score -2.33751e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173431 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -23375250.000000 Penalty: 6008.002930
	Iteration 27Q: 3 clusters Score -2.337525e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -23375290.000000 Penalty: 6008.002930
	Iteration 28Q: 3 clusters Score -2.337529e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -23375340.000000 Penalty: 6008.002930
	Iteration 29Q: 3 clusters Score -2.337534e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -23375410.000000 Penalty: 6008.002930
	Iteration 30Q: 3 clusters Score -2.337541e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -23375382.000000 Penalty: 6008.002930
	Iteration 31Q: 3 clusters Score -2.337538e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -23375412.000000 Penalty: 6008.002930
	Iteration 32Q: 3 clusters Score -2.337541e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176836 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -23375402.000000 Penalty: 6008.002930
	Iteration 33Q: 3 clusters Score -2.33754e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -23375452.000000 Penalty: 6008.002930
	Iteration 34Q: 3 clusters Score -2.337545e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177496 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -23375496.000000 Penalty: 6008.002930
	Iteration 35Q: 3 clusters Score -2.33755e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177740 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -23375478.000000 Penalty: 6008.002930
	Iteration 36Q: 3 clusters Score -2.337548e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -23375424.000000 Penalty: 6008.002930
	Iteration 37Q: 3 clusters Score -2.337542e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178123 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -23375452.000000 Penalty: 6008.002930
	Iteration 38Q: 3 clusters Score -2.337545e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178287 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -23375416.000000 Penalty: 6008.002930
	Iteration 39Q: 3 clusters Score -2.337542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178413 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -23375424.000000 Penalty: 6008.002930
	Iteration 40F: 3 clusters Score -2.337542e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178528 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -23375420.000000 Penalty: 6008.002930
	Iteration 41Q: 3 clusters Score -2.337542e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -23375414.000000 Penalty: 6008.002930
	Iteration 42Q: 3 clusters Score -2.337541e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -23375380.000000 Penalty: 6008.002930
	Iteration 43Q: 3 clusters Score -2.337538e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178836 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23375366.000000 Penalty: 6008.002930
	Iteration 44Q: 3 clusters Score -2.337537e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178920 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -23375398.000000 Penalty: 6008.002930
	Iteration 45Q: 3 clusters Score -2.33754e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179003 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -23375368.000000 Penalty: 6008.002930
	Iteration 46Q: 3 clusters Score -2.337537e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -23375398.000000 Penalty: 6008.002930
	Iteration 47Q: 3 clusters Score -2.33754e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179123 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -23375348.000000 Penalty: 6008.002930
	Iteration 48Q: 3 clusters Score -2.337535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179170 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -23375342.000000 Penalty: 6008.002930
	Iteration 49Q: 3 clusters Score -2.337534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -23375356.000000 Penalty: 6008.002930
	Iteration 50Q: 3 clusters Score -2.337536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179258 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -23375346.000000 Penalty: 6008.002930
	Iteration 51Q: 3 clusters Score -2.337535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -23375326.000000 Penalty: 6008.002930
	Iteration 52Q: 3 clusters Score -2.337533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179327 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23375316.000000 Penalty: 6008.002930
	Iteration 53Q: 3 clusters Score -2.337532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179360 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -23375344.000000 Penalty: 6008.002930
	Iteration 54Q: 3 clusters Score -2.337534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179391 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23375334.000000 Penalty: 6008.002930
	Iteration 55Q: 3 clusters Score -2.337533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179418 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -23375338.000000 Penalty: 6008.002930
	Iteration 56Q: 3 clusters Score -2.337534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179446 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -23375344.000000 Penalty: 6008.002930
	Iteration 57Q: 3 clusters Score -2.337534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179471 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -23375322.000000 Penalty: 6008.002930
	Iteration 58Q: 3 clusters Score -2.337532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179496 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -23375338.000000 Penalty: 6008.002930
	Iteration 59Q: 3 clusters Score -2.337534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179513 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -23375362.000000 Penalty: 6008.002930
	Iteration 60F: 3 clusters Score -2.337536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23375342.000000 Penalty: 6008.002930
	Iteration 61Q: 3 clusters Score -2.337534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -23375328.000000 Penalty: 6008.002930
	Iteration 62Q: 3 clusters Score -2.337533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179553 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -23375308.000000 Penalty: 6008.002930
	Iteration 63Q: 3 clusters Score -2.337531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179556 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -23375300.000000 Penalty: 6008.002930
	Iteration 64Q: 3 clusters Score -2.33753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -23375312.000000 Penalty: 6008.002930
	Iteration 65Q: 3 clusters Score -2.337531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -23375318.000000 Penalty: 6008.002930
	Iteration 66Q: 3 clusters Score -2.337532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -23375300.000000 Penalty: 6008.002930
	Iteration 67Q: 3 clusters Score -2.33753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -23375298.000000 Penalty: 6008.002930
	Iteration 68Q: 3 clusters Score -2.33753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -23375298.000000 Penalty: 6008.002930
	Iteration 69F: 3 clusters Score -2.33753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33746.257812 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33746.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33883.726562 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33883.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33927.175781 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33927.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33934.695312 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33934.695312 Penalty: 2850.116943
	Iteration 4F: 3 clusters Score -33934.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78256.343750 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78256.34 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78670.539062 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78670.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78829.281250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78829.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78961.718750 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -78961.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79097.765625 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -79097.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79178.929688 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -79178.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79261.859375 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -79261.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79316.703125 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -79316.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79357.757812 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -79357.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79376.812500 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -79376.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79424.789062 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -79424.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79440.421875 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -79440.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79453.984375 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -79453.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79478.867188 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -79478.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79506.843750 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -79506.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79555.601562 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -79555.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79602.937500 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -79602.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79628.632812 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -79628.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79642.007812 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -79642.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79646.351562 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -79646.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79649.304688 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -79649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79651.734375 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -79651.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79651.734375 Penalty: 3281.568359
	Iteration 22F: 3 clusters Score -79651.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 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 331 members 
Entering Unmasked Estep 
Score: -64124.718750 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64124.72 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64655.343750 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64655.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65153.234375 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -65153.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65481.449219 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65481.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65824.492188 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65824.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66361.796875 Penalty: 3214.862061
	Iteration 5F: 3 clusters Score -66361.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66581.289062 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -66581.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67216.570312 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -67216.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67301.992188 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -67301.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67316.578125 Penalty: 3214.862061
	Iteration 9F: 3 clusters Score -67316.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67349.781250 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -67349.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67350.460938 Penalty: 3214.862061
	Iteration 11F: 3 clusters Score -67350.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67374.226562 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -67374.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67374.226562 Penalty: 3214.862061
	Iteration 13F: 3 clusters Score -67374.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114046 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 72916 members 
Mstep: Class 8 contains 184236 members 
Mstep: Class 9 contains 167778 members 
Mstep: Class 10 contains 182209 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 356 members 
Mstep: Class 14 contains 221454 members 
Mstep: Class 15 contains 297 members 
Mstep: Class 18 contains 97087 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29853 members 
Mstep: Class 22 contains 65933 members 
Entering Unmasked Estep 
Score: -149690848.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149691008.000000 to -149690848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (221454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221454 members 
Entering Unmasked Estep 
Score: -28274960.000000 Penalty: 3052.376465
	Iteration 0F: 2 clusters Score -2.827496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110846 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -28132924.000000 Penalty: 6104.752930
	Iteration 0F: 3 clusters Score -2.813292e+07 nChanged 106796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -28194992.000000 Penalty: 6104.752930
	Iteration 1F: 3 clusters Score -2.819499e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114510 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -28195910.000000 Penalty: 6104.752930
	Iteration 2Q: 3 clusters Score -2.819591e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -28197106.000000 Penalty: 6104.752930
	Iteration 3Q: 3 clusters Score -2.819711e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -28198896.000000 Penalty: 6104.752930
	Iteration 4Q: 3 clusters Score -2.81989e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 95994 members 
Entering Unmasked Estep 
Score: -28202004.000000 Penalty: 6104.752930
	Iteration 5Q: 3 clusters Score -2.8202e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 88185 members 
Entering Unmasked Estep 
Score: -28207312.000000 Penalty: 6104.752930
	Iteration 6Q: 3 clusters Score -2.820731e+07 nChanged 14556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144403 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -28217372.000000 Penalty: 6104.752930
	Iteration 7F: 3 clusters Score -2.821737e+07 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -28232210.000000 Penalty: 6104.752930
	Iteration 8F: 3 clusters Score -2.823221e+07 nChanged 17139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171040 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -28248714.000000 Penalty: 6104.752930
	Iteration 9F: 3 clusters Score -2.824871e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179105 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -28261750.000000 Penalty: 6104.752930
	Iteration 10F: 3 clusters Score -2.826175e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183008 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -28268562.000000 Penalty: 6104.752930
	Iteration 11Q: 3 clusters Score -2.826856e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185759 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -28271746.000000 Penalty: 6104.752930
	Iteration 12Q: 3 clusters Score -2.827175e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -28273850.000000 Penalty: 6104.752930
	Iteration 13Q: 3 clusters Score -2.827385e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190132 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -28275120.000000 Penalty: 6104.752930
	Iteration 14Q: 3 clusters Score -2.827512e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191890 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -28275956.000000 Penalty: 6104.752930
	Iteration 15Q: 3 clusters Score -2.827596e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -28276504.000000 Penalty: 6104.752930
	Iteration 16Q: 3 clusters Score -2.82765e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194783 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -28276826.000000 Penalty: 6104.752930
	Iteration 17Q: 3 clusters Score -2.827683e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196032 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -28276974.000000 Penalty: 6104.752930
	Iteration 18Q: 3 clusters Score -2.827697e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197160 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -28276992.000000 Penalty: 6104.752930
	Iteration 19Q: 3 clusters Score -2.827699e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -28276970.000000 Penalty: 6104.752930
	Iteration 20F: 3 clusters Score -2.827697e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -28276888.000000 Penalty: 6104.752930
	Iteration 21Q: 3 clusters Score -2.827689e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199972 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -28276862.000000 Penalty: 6104.752930
	Iteration 22Q: 3 clusters Score -2.827686e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200819 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -28276900.000000 Penalty: 6104.752930
	Iteration 23Q: 3 clusters Score -2.82769e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201607 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -28276874.000000 Penalty: 6104.752930
	Iteration 24Q: 3 clusters Score -2.827687e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202350 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -28276840.000000 Penalty: 6104.752930
	Iteration 25Q: 3 clusters Score -2.827684e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203045 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -28276826.000000 Penalty: 6104.752930
	Iteration 26Q: 3 clusters Score -2.827683e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203737 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -28276858.000000 Penalty: 6104.752930
	Iteration 27Q: 3 clusters Score -2.827686e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204380 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -28276758.000000 Penalty: 6104.752930
	Iteration 28Q: 3 clusters Score -2.827676e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204981 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -28276688.000000 Penalty: 6104.752930
	Iteration 29Q: 3 clusters Score -2.827669e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205525 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -28276572.000000 Penalty: 6104.752930
	Iteration 30Q: 3 clusters Score -2.827657e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206010 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -28276492.000000 Penalty: 6104.752930
	Iteration 31Q: 3 clusters Score -2.827649e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206458 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -28276412.000000 Penalty: 6104.752930
	Iteration 32Q: 3 clusters Score -2.827641e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206869 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -28276372.000000 Penalty: 6104.752930
	Iteration 33Q: 3 clusters Score -2.827637e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207268 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -28276346.000000 Penalty: 6104.752930
	Iteration 34Q: 3 clusters Score -2.827635e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207681 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -28276332.000000 Penalty: 6104.752930
	Iteration 35Q: 3 clusters Score -2.827633e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208068 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -28276290.000000 Penalty: 6104.752930
	Iteration 36Q: 3 clusters Score -2.827629e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208445 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -28276268.000000 Penalty: 6104.752930
	Iteration 37Q: 3 clusters Score -2.827627e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208830 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -28276236.000000 Penalty: 6104.752930
	Iteration 38Q: 3 clusters Score -2.827624e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209192 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -28276136.000000 Penalty: 6104.752930
	Iteration 39Q: 3 clusters Score -2.827614e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209554 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -28276062.000000 Penalty: 6104.752930
	Iteration 40F: 3 clusters Score -2.827606e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209876 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -28275964.000000 Penalty: 6104.752930
	Iteration 41Q: 3 clusters Score -2.827596e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210161 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -28275936.000000 Penalty: 6104.752930
	Iteration 42Q: 3 clusters Score -2.827594e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210436 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -28275868.000000 Penalty: 6104.752930
	Iteration 43Q: 3 clusters Score -2.827587e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210710 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -28275764.000000 Penalty: 6104.752930
	Iteration 44Q: 3 clusters Score -2.827576e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210980 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -28275674.000000 Penalty: 6104.752930
	Iteration 45Q: 3 clusters Score -2.827567e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211232 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -28275586.000000 Penalty: 6104.752930
	Iteration 46Q: 3 clusters Score -2.827559e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211492 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -28275510.000000 Penalty: 6104.752930
	Iteration 47Q: 3 clusters Score -2.827551e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211749 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -28275422.000000 Penalty: 6104.752930
	Iteration 48Q: 3 clusters Score -2.827542e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212019 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -28275340.000000 Penalty: 6104.752930
	Iteration 49Q: 3 clusters Score -2.827534e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212281 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -28275376.000000 Penalty: 6104.752930
	Iteration 50Q: 3 clusters Score -2.827538e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212510 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -28275288.000000 Penalty: 6104.752930
	Iteration 51Q: 3 clusters Score -2.827529e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212723 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -28275256.000000 Penalty: 6104.752930
	Iteration 52Q: 3 clusters Score -2.827526e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212921 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -28275182.000000 Penalty: 6104.752930
	Iteration 53Q: 3 clusters Score -2.827518e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213096 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -28275112.000000 Penalty: 6104.752930
	Iteration 54Q: 3 clusters Score -2.827511e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213265 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -28275000.000000 Penalty: 6104.752930
	Iteration 55Q: 3 clusters Score -2.8275e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213436 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -28274968.000000 Penalty: 6104.752930
	Iteration 56Q: 3 clusters Score -2.827497e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213593 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -28274942.000000 Penalty: 6104.752930
	Iteration 57Q: 3 clusters Score -2.827494e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213730 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -28274914.000000 Penalty: 6104.752930
	Iteration 58Q: 3 clusters Score -2.827491e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213858 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -28274892.000000 Penalty: 6104.752930
	Iteration 59Q: 3 clusters Score -2.827489e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213974 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -28274852.000000 Penalty: 6104.752930
	Iteration 60F: 3 clusters Score -2.827485e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214100 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -28274794.000000 Penalty: 6104.752930
	Iteration 61Q: 3 clusters Score -2.827479e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214215 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -28274760.000000 Penalty: 6104.752930
	Iteration 62Q: 3 clusters Score -2.827476e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214327 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -28274744.000000 Penalty: 6104.752930
	Iteration 63Q: 3 clusters Score -2.827474e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214413 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -28274712.000000 Penalty: 6104.752930
	Iteration 64Q: 3 clusters Score -2.827471e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -28274704.000000 Penalty: 6104.752930
	Iteration 65Q: 3 clusters Score -2.82747e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214590 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -28274748.000000 Penalty: 6104.752930
	Iteration 66Q: 3 clusters Score -2.827475e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214672 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -28274740.000000 Penalty: 6104.752930
	Iteration 67Q: 3 clusters Score -2.827474e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214743 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -28274716.000000 Penalty: 6104.752930
	Iteration 68Q: 3 clusters Score -2.827472e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214814 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -28274644.000000 Penalty: 6104.752930
	Iteration 69Q: 3 clusters Score -2.827464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214902 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -28274592.000000 Penalty: 6104.752930
	Iteration 70Q: 3 clusters Score -2.827459e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214968 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -28274590.000000 Penalty: 6104.752930
	Iteration 71Q: 3 clusters Score -2.827459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215030 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -28274550.000000 Penalty: 6104.752930
	Iteration 72Q: 3 clusters Score -2.827455e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215094 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -28274556.000000 Penalty: 6104.752930
	Iteration 73Q: 3 clusters Score -2.827456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215156 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -28274570.000000 Penalty: 6104.752930
	Iteration 74Q: 3 clusters Score -2.827457e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215199 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -28274566.000000 Penalty: 6104.752930
	Iteration 75Q: 3 clusters Score -2.827457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215225 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -28274552.000000 Penalty: 6104.752930
	Iteration 76Q: 3 clusters Score -2.827455e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -28274554.000000 Penalty: 6104.752930
	Iteration 77Q: 3 clusters Score -2.827455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215293 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -28274530.000000 Penalty: 6104.752930
	Iteration 78Q: 3 clusters Score -2.827453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215326 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -28274538.000000 Penalty: 6104.752930
	Iteration 79Q: 3 clusters Score -2.827454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215362 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -28274542.000000 Penalty: 6104.752930
	Iteration 80F: 3 clusters Score -2.827454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215395 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -28274520.000000 Penalty: 6104.752930
	Iteration 81Q: 3 clusters Score -2.827452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215428 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -28274514.000000 Penalty: 6104.752930
	Iteration 82Q: 3 clusters Score -2.827451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215470 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -28274526.000000 Penalty: 6104.752930
	Iteration 83Q: 3 clusters Score -2.827453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215507 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -28274518.000000 Penalty: 6104.752930
	Iteration 84Q: 3 clusters Score -2.827452e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -28274496.000000 Penalty: 6104.752930
	Iteration 85Q: 3 clusters Score -2.82745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215566 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -28274502.000000 Penalty: 6104.752930
	Iteration 86Q: 3 clusters Score -2.82745e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215585 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -28274488.000000 Penalty: 6104.752930
	Iteration 87Q: 3 clusters Score -2.827449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215604 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -28274512.000000 Penalty: 6104.752930
	Iteration 88Q: 3 clusters Score -2.827451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215630 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -28274514.000000 Penalty: 6104.752930
	Iteration 89Q: 3 clusters Score -2.827451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215654 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -28274500.000000 Penalty: 6104.752930
	Iteration 90Q: 3 clusters Score -2.82745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215681 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -28274470.000000 Penalty: 6104.752930
	Iteration 91Q: 3 clusters Score -2.827447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215704 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -28274478.000000 Penalty: 6104.752930
	Iteration 92Q: 3 clusters Score -2.827448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215720 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -28274466.000000 Penalty: 6104.752930
	Iteration 93Q: 3 clusters Score -2.827447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215733 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -28274446.000000 Penalty: 6104.752930
	Iteration 94Q: 3 clusters Score -2.827445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215748 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -28274446.000000 Penalty: 6104.752930
	Iteration 95Q: 3 clusters Score -2.827445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215759 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -28274440.000000 Penalty: 6104.752930
	Iteration 96Q: 3 clusters Score -2.827444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215774 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -28274460.000000 Penalty: 6104.752930
	Iteration 97Q: 3 clusters Score -2.827446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215793 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -28274440.000000 Penalty: 6104.752930
	Iteration 98Q: 3 clusters Score -2.827444e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215823 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -28274446.000000 Penalty: 6104.752930
	Iteration 99Q: 3 clusters Score -2.827445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215842 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -28274428.000000 Penalty: 6104.752930
	Iteration 100F: 3 clusters Score -2.827443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215855 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -28274428.000000 Penalty: 6104.752930
	Iteration 101Q: 3 clusters Score -2.827443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215870 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -28274428.000000 Penalty: 6104.752930
	Iteration 102Q: 3 clusters Score -2.827443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215889 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -28274410.000000 Penalty: 6104.752930
	Iteration 103Q: 3 clusters Score -2.827441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215902 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -28274410.000000 Penalty: 6104.752930
	Iteration 104Q: 3 clusters Score -2.827441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215912 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -28274412.000000 Penalty: 6104.752930
	Iteration 105Q: 3 clusters Score -2.827441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215920 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -28274418.000000 Penalty: 6104.752930
	Iteration 106Q: 3 clusters Score -2.827442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215925 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -28274398.000000 Penalty: 6104.752930
	Iteration 107Q: 3 clusters Score -2.82744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215930 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -28274404.000000 Penalty: 6104.752930
	Iteration 108Q: 3 clusters Score -2.82744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215937 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -28274414.000000 Penalty: 6104.752930
	Iteration 109Q: 3 clusters Score -2.827441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215939 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -28274424.000000 Penalty: 6104.752930
	Iteration 110Q: 3 clusters Score -2.827442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215942 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -28274430.000000 Penalty: 6104.752930
	Iteration 111Q: 3 clusters Score -2.827443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215947 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -28274420.000000 Penalty: 6104.752930
	Iteration 112Q: 3 clusters Score -2.827442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215950 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -28274416.000000 Penalty: 6104.752930
	Iteration 113Q: 3 clusters Score -2.827442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215954 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -28274414.000000 Penalty: 6104.752930
	Iteration 114Q: 3 clusters Score -2.827441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215960 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -28274426.000000 Penalty: 6104.752930
	Iteration 115Q: 3 clusters Score -2.827443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215962 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -28274418.000000 Penalty: 6104.752930
	Iteration 116Q: 3 clusters Score -2.827442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215965 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -28274400.000000 Penalty: 6104.752930
	Iteration 117Q: 3 clusters Score -2.82744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215968 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -28274390.000000 Penalty: 6104.752930
	Iteration 118Q: 3 clusters Score -2.827439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -28274396.000000 Penalty: 6104.752930
	Iteration 119Q: 3 clusters Score -2.82744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215975 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -28274394.000000 Penalty: 6104.752930
	Iteration 120F: 3 clusters Score -2.827439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215978 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -28274416.000000 Penalty: 6104.752930
	Iteration 121Q: 3 clusters Score -2.827442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215982 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -28274406.000000 Penalty: 6104.752930
	Iteration 122Q: 3 clusters Score -2.827441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215986 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -28274416.000000 Penalty: 6104.752930
	Iteration 123Q: 3 clusters Score -2.827442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215992 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -28274404.000000 Penalty: 6104.752930
	Iteration 124Q: 3 clusters Score -2.82744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215998 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -28274396.000000 Penalty: 6104.752930
	Iteration 125Q: 3 clusters Score -2.82744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216004 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -28274378.000000 Penalty: 6104.752930
	Iteration 126Q: 3 clusters Score -2.827438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216013 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -28274392.000000 Penalty: 6104.752930
	Iteration 127Q: 3 clusters Score -2.827439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216018 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -28274384.000000 Penalty: 6104.752930
	Iteration 128Q: 3 clusters Score -2.827438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216022 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -28274384.000000 Penalty: 6104.752930
	Iteration 129Q: 3 clusters Score -2.827438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216024 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -28274390.000000 Penalty: 6104.752930
	Iteration 130Q: 3 clusters Score -2.827439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216025 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -28274384.000000 Penalty: 6104.752930
	Iteration 131Q: 3 clusters Score -2.827438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216029 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -28274386.000000 Penalty: 6104.752930
	Iteration 132Q: 3 clusters Score -2.827439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216035 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -28274400.000000 Penalty: 6104.752930
	Iteration 133Q: 3 clusters Score -2.82744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216040 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -28274416.000000 Penalty: 6104.752930
	Iteration 134Q: 3 clusters Score -2.827442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216047 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -28274394.000000 Penalty: 6104.752930
	Iteration 135Q: 3 clusters Score -2.827439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216051 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -28274406.000000 Penalty: 6104.752930
	Iteration 136Q: 3 clusters Score -2.827441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216053 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -28274396.000000 Penalty: 6104.752930
	Iteration 137Q: 3 clusters Score -2.82744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216057 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -28274412.000000 Penalty: 6104.752930
	Iteration 138Q: 3 clusters Score -2.827441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216059 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -28274400.000000 Penalty: 6104.752930
	Iteration 139Q: 3 clusters Score -2.82744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216060 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -28274396.000000 Penalty: 6104.752930
	Iteration 140F: 3 clusters Score -2.82744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Entering Unmasked Estep 
Score: -12555711.000000 Penalty: 2847.874023
	Iteration 0F: 2 clusters Score -1.255571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -12490722.000000 Penalty: 5695.748047
	Iteration 0F: 3 clusters Score -1.249072e+07 nChanged 45831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -12517046.000000 Penalty: 5695.748047
	Iteration 1F: 3 clusters Score -1.251705e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -12517721.000000 Penalty: 5695.748047
	Iteration 2Q: 3 clusters Score -1.251772e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -12518434.000000 Penalty: 5695.748047
	Iteration 3Q: 3 clusters Score -1.251843e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -12519083.000000 Penalty: 5695.748047
	Iteration 4Q: 3 clusters Score -1.251908e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -12519967.000000 Penalty: 5695.748047
	Iteration 5Q: 3 clusters Score -1.251997e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -12521213.000000 Penalty: 5695.748047
	Iteration 6Q: 3 clusters Score -1.252121e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -12522904.000000 Penalty: 5695.748047
	Iteration 7Q: 3 clusters Score -1.25229e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -12525480.000000 Penalty: 5695.748047
	Iteration 8Q: 3 clusters Score -1.252548e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -12529226.000000 Penalty: 5695.748047
	Iteration 9F: 3 clusters Score -1.252923e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -12533808.000000 Penalty: 5695.748047
	Iteration 10F: 3 clusters Score -1.253381e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -12538617.000000 Penalty: 5695.748047
	Iteration 11F: 3 clusters Score -1.253862e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -12542473.000000 Penalty: 5695.748047
	Iteration 12Q: 3 clusters Score -1.254247e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -12545071.000000 Penalty: 5695.748047
	Iteration 13Q: 3 clusters Score -1.254507e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -12546826.000000 Penalty: 5695.748047
	Iteration 14Q: 3 clusters Score -1.254683e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -12548242.000000 Penalty: 5695.748047
	Iteration 15Q: 3 clusters Score -1.254824e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -12549387.000000 Penalty: 5695.748047
	Iteration 16Q: 3 clusters Score -1.254939e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -12550300.000000 Penalty: 5695.748047
	Iteration 17Q: 3 clusters Score -1.25503e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -12551114.000000 Penalty: 5695.748047
	Iteration 18Q: 3 clusters Score -1.255111e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92874 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -12551737.000000 Penalty: 5695.748047
	Iteration 19Q: 3 clusters Score -1.255174e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -12552182.000000 Penalty: 5695.748047
	Iteration 20F: 3 clusters Score -1.255218e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -12552444.000000 Penalty: 5695.748047
	Iteration 21Q: 3 clusters Score -1.255244e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -12552651.000000 Penalty: 5695.748047
	Iteration 22Q: 3 clusters Score -1.255265e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -12552841.000000 Penalty: 5695.748047
	Iteration 23Q: 3 clusters Score -1.255284e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12552951.000000 Penalty: 5695.748047
	Iteration 24Q: 3 clusters Score -1.255295e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12553050.000000 Penalty: 5695.748047
	Iteration 25Q: 3 clusters Score -1.255305e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12553149.000000 Penalty: 5695.748047
	Iteration 26Q: 3 clusters Score -1.255315e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12553240.000000 Penalty: 5695.748047
	Iteration 27Q: 3 clusters Score -1.255324e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12553285.000000 Penalty: 5695.748047
	Iteration 28Q: 3 clusters Score -1.255328e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95516 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12553299.000000 Penalty: 5695.748047
	Iteration 29Q: 3 clusters Score -1.25533e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12553321.000000 Penalty: 5695.748047
	Iteration 30Q: 3 clusters Score -1.255332e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12553393.000000 Penalty: 5695.748047
	Iteration 31Q: 3 clusters Score -1.255339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -12553394.000000 Penalty: 5695.748047
	Iteration 32Q: 3 clusters Score -1.255339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12553413.000000 Penalty: 5695.748047
	Iteration 33Q: 3 clusters Score -1.255341e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12553409.000000 Penalty: 5695.748047
	Iteration 34Q: 3 clusters Score -1.255341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -12553423.000000 Penalty: 5695.748047
	Iteration 35Q: 3 clusters Score -1.255342e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95811 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -12553427.000000 Penalty: 5695.748047
	Iteration 36Q: 3 clusters Score -1.255343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12553449.000000 Penalty: 5695.748047
	Iteration 37Q: 3 clusters Score -1.255345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12553448.000000 Penalty: 5695.748047
	Iteration 38Q: 3 clusters Score -1.255345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12553448.000000 Penalty: 5695.748047
	Iteration 39Q: 3 clusters Score -1.255345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12553463.000000 Penalty: 5695.748047
	Iteration 40F: 3 clusters Score -1.255346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -12553462.000000 Penalty: 5695.748047
	Iteration 41Q: 3 clusters Score -1.255346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12553452.000000 Penalty: 5695.748047
	Iteration 42Q: 3 clusters Score -1.255345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12553461.000000 Penalty: 5695.748047
	Iteration 43Q: 3 clusters Score -1.255346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12553469.000000 Penalty: 5695.748047
	Iteration 44Q: 3 clusters Score -1.255347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12553460.000000 Penalty: 5695.748047
	Iteration 45Q: 3 clusters Score -1.255346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -12553459.000000 Penalty: 5695.748047
	Iteration 46Q: 3 clusters Score -1.255346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12553470.000000 Penalty: 5695.748047
	Iteration 47Q: 3 clusters Score -1.255347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -12553471.000000 Penalty: 5695.748047
	Iteration 48Q: 3 clusters Score -1.255347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12553474.000000 Penalty: 5695.748047
	Iteration 49Q: 3 clusters Score -1.255347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12553474.000000 Penalty: 5695.748047
	Iteration 50F: 3 clusters Score -1.255347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Entering Unmasked Estep 
Score: -4935225.000000 Penalty: 2612.065674
	Iteration 0F: 2 clusters Score -4935225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4909642.500000 Penalty: 5224.131348
	Iteration 0F: 3 clusters Score -4909642 nChanged 17146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4918949.000000 Penalty: 5224.131348
	Iteration 1F: 3 clusters Score -4918949 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -4919379.000000 Penalty: 5224.131348
	Iteration 2Q: 3 clusters Score -4919379 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4919843.500000 Penalty: 5224.131348
	Iteration 3Q: 3 clusters Score -4919844 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4920205.000000 Penalty: 5224.131348
	Iteration 4Q: 3 clusters Score -4920205 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4920618.500000 Penalty: 5224.131348
	Iteration 5Q: 3 clusters Score -4920618 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4921173.000000 Penalty: 5224.131348
	Iteration 6Q: 3 clusters Score -4921173 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4922040.500000 Penalty: 5224.131348
	Iteration 7Q: 3 clusters Score -4922040 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4923411.500000 Penalty: 5224.131348
	Iteration 8F: 3 clusters Score -4923412 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4925385.500000 Penalty: 5224.131348
	Iteration 9F: 3 clusters Score -4925386 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4927799.500000 Penalty: 5224.131348
	Iteration 10F: 3 clusters Score -4927800 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4930184.000000 Penalty: 5224.131348
	Iteration 11F: 3 clusters Score -4930184 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4931709.500000 Penalty: 5224.131348
	Iteration 12Q: 3 clusters Score -4931710 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4932382.000000 Penalty: 5224.131348
	Iteration 13Q: 3 clusters Score -4932382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4932656.000000 Penalty: 5224.131348
	Iteration 14Q: 3 clusters Score -4932656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4932774.500000 Penalty: 5224.131348
	Iteration 15Q: 3 clusters Score -4932774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4932855.500000 Penalty: 5224.131348
	Iteration 16Q: 3 clusters Score -4932856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4932889.000000 Penalty: 5224.131348
	Iteration 17Q: 3 clusters Score -4932889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4932915.500000 Penalty: 5224.131348
	Iteration 18Q: 3 clusters Score -4932916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4932934.000000 Penalty: 5224.131348
	Iteration 19Q: 3 clusters Score -4932934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4932946.000000 Penalty: 5224.131348
	Iteration 20F: 3 clusters Score -4932946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4932962.500000 Penalty: 5224.131348
	Iteration 21Q: 3 clusters Score -4932962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4932968.000000 Penalty: 5224.131348
	Iteration 22Q: 3 clusters Score -4932968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4932968.000000 Penalty: 5224.131348
	Iteration 23F: 3 clusters Score -4932968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -238832.109375 Penalty: 1885.519287
	Iteration 0F: 2 clusters Score -238832.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -236206.468750 Penalty: 3771.038574
	Iteration 0F: 3 clusters Score -236206.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -236656.718750 Penalty: 3771.038574
	Iteration 1F: 3 clusters Score -236656.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236772.171875 Penalty: 3771.038574
	Iteration 2F: 3 clusters Score -236772.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -236843.093750 Penalty: 3771.038574
	Iteration 3Q: 3 clusters Score -236843.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -236881.828125 Penalty: 3771.038574
	Iteration 4Q: 3 clusters Score -236881.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -236910.906250 Penalty: 3771.038574
	Iteration 5Q: 3 clusters Score -236910.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -236929.296875 Penalty: 3771.038574
	Iteration 6Q: 3 clusters Score -236929.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236945.937500 Penalty: 3771.038574
	Iteration 7Q: 3 clusters Score -236945.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -236962.203125 Penalty: 3771.038574
	Iteration 8Q: 3 clusters Score -236962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -236973.703125 Penalty: 3771.038574
	Iteration 9Q: 3 clusters Score -236973.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -236984.250000 Penalty: 3771.038574
	Iteration 10Q: 3 clusters Score -236984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -236988.218750 Penalty: 3771.038574
	Iteration 11Q: 3 clusters Score -236988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -236991.078125 Penalty: 3771.038574
	Iteration 12Q: 3 clusters Score -236991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -236995.718750 Penalty: 3771.038574
	Iteration 13Q: 3 clusters Score -236995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -236999.750000 Penalty: 3771.038574
	Iteration 14Q: 3 clusters Score -236999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -237002.250000 Penalty: 3771.038574
	Iteration 15Q: 3 clusters Score -237002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237008.328125 Penalty: 3771.038574
	Iteration 16Q: 3 clusters Score -237008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -237012.406250 Penalty: 3771.038574
	Iteration 17Q: 3 clusters Score -237012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -237013.937500 Penalty: 3771.038574
	Iteration 18Q: 3 clusters Score -237013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -237016.000000 Penalty: 3771.038574
	Iteration 19Q: 3 clusters Score -237016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237018.453125 Penalty: 3771.038574
	Iteration 20F: 3 clusters Score -237018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -237021.781250 Penalty: 3771.038574
	Iteration 21Q: 3 clusters Score -237021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237022.953125 Penalty: 3771.038574
	Iteration 22Q: 3 clusters Score -237023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -237023.937500 Penalty: 3771.038574
	Iteration 23Q: 3 clusters Score -237023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -237024.296875 Penalty: 3771.038574
	Iteration 24Q: 3 clusters Score -237024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -237024.296875 Penalty: 3771.038574
	Iteration 25F: 3 clusters Score -237024.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Entering Unmasked Estep 
Score: -3828668.250000 Penalty: 2555.402100
	Iteration 0F: 2 clusters Score -3828668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3808166.750000 Penalty: 5110.804199
	Iteration 0F: 3 clusters Score -3808167 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3815378.500000 Penalty: 5110.804199
	Iteration 1F: 3 clusters Score -3815378 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3815727.750000 Penalty: 5110.804199
	Iteration 2Q: 3 clusters Score -3815728 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3816010.000000 Penalty: 5110.804199
	Iteration 3Q: 3 clusters Score -3816010 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3816274.750000 Penalty: 5110.804199
	Iteration 4Q: 3 clusters Score -3816275 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3816548.750000 Penalty: 5110.804199
	Iteration 5Q: 3 clusters Score -3816549 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3816877.500000 Penalty: 5110.804199
	Iteration 6Q: 3 clusters Score -3816878 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3817323.250000 Penalty: 5110.804199
	Iteration 7Q: 3 clusters Score -3817323 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3817979.750000 Penalty: 5110.804199
	Iteration 8Q: 3 clusters Score -3817980 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3818891.000000 Penalty: 5110.804199
	Iteration 9F: 3 clusters Score -3818891 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3820229.000000 Penalty: 5110.804199
	Iteration 10F: 3 clusters Score -3820229 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3821920.750000 Penalty: 5110.804199
	Iteration 11F: 3 clusters Score -3821921 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3823691.000000 Penalty: 5110.804199
	Iteration 12F: 3 clusters Score -3823691 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3825065.500000 Penalty: 5110.804199
	Iteration 13Q: 3 clusters Score -3825066 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3825771.250000 Penalty: 5110.804199
	Iteration 14Q: 3 clusters Score -3825771 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3826090.750000 Penalty: 5110.804199
	Iteration 15Q: 3 clusters Score -3826091 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3826268.750000 Penalty: 5110.804199
	Iteration 16Q: 3 clusters Score -3826269 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3826395.000000 Penalty: 5110.804199
	Iteration 17Q: 3 clusters Score -3826395 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3826450.500000 Penalty: 5110.804199
	Iteration 18Q: 3 clusters Score -3826450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3826498.500000 Penalty: 5110.804199
	Iteration 19Q: 3 clusters Score -3826498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3826519.000000 Penalty: 5110.804199
	Iteration 20F: 3 clusters Score -3826519 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3826533.500000 Penalty: 5110.804199
	Iteration 21Q: 3 clusters Score -3826534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3826545.750000 Penalty: 5110.804199
	Iteration 22Q: 3 clusters Score -3826546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3826563.750000 Penalty: 5110.804199
	Iteration 23Q: 3 clusters Score -3826564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3826574.250000 Penalty: 5110.804199
	Iteration 24Q: 3 clusters Score -3826574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3826574.500000 Penalty: 5110.804199
	Iteration 25Q: 3 clusters Score -3826574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3826600.500000 Penalty: 5110.804199
	Iteration 26Q: 3 clusters Score -3826600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3826600.500000 Penalty: 5110.804199
	Iteration 27Q: 3 clusters Score -3826600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3826596.750000 Penalty: 5110.804199
	Iteration 28Q: 3 clusters Score -3826597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3826609.250000 Penalty: 5110.804199
	Iteration 29Q: 3 clusters Score -3826609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3826616.750000 Penalty: 5110.804199
	Iteration 30Q: 3 clusters Score -3826617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3826619.000000 Penalty: 5110.804199
	Iteration 31Q: 3 clusters Score -3826619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3826634.750000 Penalty: 5110.804199
	Iteration 32Q: 3 clusters Score -3826635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3826637.000000 Penalty: 5110.804199
	Iteration 33Q: 3 clusters Score -3826637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3826642.500000 Penalty: 5110.804199
	Iteration 34Q: 3 clusters Score -3826642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3826654.500000 Penalty: 5110.804199
	Iteration 35Q: 3 clusters Score -3826654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3826678.500000 Penalty: 5110.804199
	Iteration 36Q: 3 clusters Score -3826678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3826682.000000 Penalty: 5110.804199
	Iteration 37Q: 3 clusters Score -3826682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3826685.750000 Penalty: 5110.804199
	Iteration 38Q: 3 clusters Score -3826686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3826693.750000 Penalty: 5110.804199
	Iteration 39Q: 3 clusters Score -3826694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3826707.750000 Penalty: 5110.804199
	Iteration 40F: 3 clusters Score -3826708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3826709.500000 Penalty: 5110.804199
	Iteration 41Q: 3 clusters Score -3826710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3826720.750000 Penalty: 5110.804199
	Iteration 42Q: 3 clusters Score -3826721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3826721.500000 Penalty: 5110.804199
	Iteration 43Q: 3 clusters Score -3826722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3826730.500000 Penalty: 5110.804199
	Iteration 44Q: 3 clusters Score -3826730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3826745.750000 Penalty: 5110.804199
	Iteration 45Q: 3 clusters Score -3826746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3826736.750000 Penalty: 5110.804199
	Iteration 46Q: 3 clusters Score -3826737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3826751.750000 Penalty: 5110.804199
	Iteration 47Q: 3 clusters Score -3826752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3826750.750000 Penalty: 5110.804199
	Iteration 48Q: 3 clusters Score -3826751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3826761.500000 Penalty: 5110.804199
	Iteration 49Q: 3 clusters Score -3826762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3826765.000000 Penalty: 5110.804199
	Iteration 50Q: 3 clusters Score -3826765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3826764.250000 Penalty: 5110.804199
	Iteration 51Q: 3 clusters Score -3826764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3826776.250000 Penalty: 5110.804199
	Iteration 52Q: 3 clusters Score -3826776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3826778.250000 Penalty: 5110.804199
	Iteration 53Q: 3 clusters Score -3826778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3826779.750000 Penalty: 5110.804199
	Iteration 54Q: 3 clusters Score -3826780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3826782.250000 Penalty: 5110.804199
	Iteration 55Q: 3 clusters Score -3826782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3826785.250000 Penalty: 5110.804199
	Iteration 56Q: 3 clusters Score -3826785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3826784.750000 Penalty: 5110.804199
	Iteration 57Q: 3 clusters Score -3826785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3826789.000000 Penalty: 5110.804199
	Iteration 58Q: 3 clusters Score -3826789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3826791.750000 Penalty: 5110.804199
	Iteration 59Q: 3 clusters Score -3826792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3826796.250000 Penalty: 5110.804199
	Iteration 60F: 3 clusters Score -3826796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3826802.000000 Penalty: 5110.804199
	Iteration 61Q: 3 clusters Score -3826802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3826811.500000 Penalty: 5110.804199
	Iteration 62Q: 3 clusters Score -3826812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3826812.500000 Penalty: 5110.804199
	Iteration 63Q: 3 clusters Score -3826812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3826817.250000 Penalty: 5110.804199
	Iteration 64Q: 3 clusters Score -3826817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3826820.750000 Penalty: 5110.804199
	Iteration 65Q: 3 clusters Score -3826821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3826816.500000 Penalty: 5110.804199
	Iteration 66Q: 3 clusters Score -3826816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3826820.000000 Penalty: 5110.804199
	Iteration 67Q: 3 clusters Score -3826820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3826822.250000 Penalty: 5110.804199
	Iteration 68Q: 3 clusters Score -3826822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3826822.500000 Penalty: 5110.804199
	Iteration 69Q: 3 clusters Score -3826822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3826824.500000 Penalty: 5110.804199
	Iteration 70Q: 3 clusters Score -3826824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3826829.750000 Penalty: 5110.804199
	Iteration 71Q: 3 clusters Score -3826830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3826825.000000 Penalty: 5110.804199
	Iteration 72Q: 3 clusters Score -3826825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3826826.500000 Penalty: 5110.804199
	Iteration 73Q: 3 clusters Score -3826826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3826832.500000 Penalty: 5110.804199
	Iteration 74Q: 3 clusters Score -3826832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3826837.250000 Penalty: 5110.804199
	Iteration 75Q: 3 clusters Score -3826837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3826835.500000 Penalty: 5110.804199
	Iteration 76Q: 3 clusters Score -3826836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3826840.250000 Penalty: 5110.804199
	Iteration 77Q: 3 clusters Score -3826840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3826849.500000 Penalty: 5110.804199
	Iteration 78Q: 3 clusters Score -3826850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3826854.750000 Penalty: 5110.804199
	Iteration 79Q: 3 clusters Score -3826855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3826854.750000 Penalty: 5110.804199
	Iteration 80F: 3 clusters Score -3826855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3826851.000000 Penalty: 5110.804199
	Iteration 81Q: 3 clusters Score -3826851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3826850.000000 Penalty: 5110.804199
	Iteration 82Q: 3 clusters Score -3826850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3826857.000000 Penalty: 5110.804199
	Iteration 83Q: 3 clusters Score -3826857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3826858.750000 Penalty: 5110.804199
	Iteration 84Q: 3 clusters Score -3826859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3826857.500000 Penalty: 5110.804199
	Iteration 85Q: 3 clusters Score -3826858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3826858.750000 Penalty: 5110.804199
	Iteration 86Q: 3 clusters Score -3826859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3826855.500000 Penalty: 5110.804199
	Iteration 87Q: 3 clusters Score -3826856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3826857.750000 Penalty: 5110.804199
	Iteration 88Q: 3 clusters Score -3826858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3826858.250000 Penalty: 5110.804199
	Iteration 89Q: 3 clusters Score -3826858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3826859.000000 Penalty: 5110.804199
	Iteration 90Q: 3 clusters Score -3826859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3826859.250000 Penalty: 5110.804199
	Iteration 91Q: 3 clusters Score -3826859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3826860.250000 Penalty: 5110.804199
	Iteration 92Q: 3 clusters Score -3826860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3826860.250000 Penalty: 5110.804199
	Iteration 93F: 3 clusters Score -3826860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Entering Unmasked Estep 
Score: -8534397.000000 Penalty: 2751.905762
	Iteration 0F: 2 clusters Score -8534397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -8490239.000000 Penalty: 5503.811523
	Iteration 0F: 3 clusters Score -8490239 nChanged 30573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -8507393.000000 Penalty: 5503.811523
	Iteration 1F: 3 clusters Score -8507393 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -8507904.000000 Penalty: 5503.811523
	Iteration 2Q: 3 clusters Score -8507904 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8508512.000000 Penalty: 5503.811523
	Iteration 3Q: 3 clusters Score -8508512 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -8509268.000000 Penalty: 5503.811523
	Iteration 4Q: 3 clusters Score -8509268 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -8510362.000000 Penalty: 5503.811523
	Iteration 5Q: 3 clusters Score -8510362 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -8512037.000000 Penalty: 5503.811523
	Iteration 6F: 3 clusters Score -8512037 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8514850.000000 Penalty: 5503.811523
	Iteration 7F: 3 clusters Score -8514850 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -8518744.000000 Penalty: 5503.811523
	Iteration 8F: 3 clusters Score -8518744 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8523495.000000 Penalty: 5503.811523
	Iteration 9F: 3 clusters Score -8523495 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -8527315.000000 Penalty: 5503.811523
	Iteration 10F: 3 clusters Score -8527315 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -8529089.000000 Penalty: 5503.811523
	Iteration 11Q: 3 clusters Score -8529089 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -8529861.000000 Penalty: 5503.811523
	Iteration 12Q: 3 clusters Score -8529861 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -8530197.000000 Penalty: 5503.811523
	Iteration 13Q: 3 clusters Score -8530197 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -8530401.000000 Penalty: 5503.811523
	Iteration 14Q: 3 clusters Score -8530401 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -8530637.000000 Penalty: 5503.811523
	Iteration 15Q: 3 clusters Score -8530637 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -8530856.000000 Penalty: 5503.811523
	Iteration 16Q: 3 clusters Score -8530856 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -8531025.000000 Penalty: 5503.811523
	Iteration 17Q: 3 clusters Score -8531025 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -8531144.000000 Penalty: 5503.811523
	Iteration 18Q: 3 clusters Score -8531144 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -8531210.000000 Penalty: 5503.811523
	Iteration 19Q: 3 clusters Score -8531210 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -8531360.000000 Penalty: 5503.811523
	Iteration 20F: 3 clusters Score -8531360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8531442.000000 Penalty: 5503.811523
	Iteration 21Q: 3 clusters Score -8531442 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -8531564.000000 Penalty: 5503.811523
	Iteration 22Q: 3 clusters Score -8531564 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -8531665.000000 Penalty: 5503.811523
	Iteration 23Q: 3 clusters Score -8531665 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -8531750.000000 Penalty: 5503.811523
	Iteration 24Q: 3 clusters Score -8531750 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -8531845.000000 Penalty: 5503.811523
	Iteration 25Q: 3 clusters Score -8531845 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -8531915.000000 Penalty: 5503.811523
	Iteration 26Q: 3 clusters Score -8531915 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -8531958.000000 Penalty: 5503.811523
	Iteration 27Q: 3 clusters Score -8531958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -8532002.000000 Penalty: 5503.811523
	Iteration 28Q: 3 clusters Score -8532002 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8532089.000000 Penalty: 5503.811523
	Iteration 29Q: 3 clusters Score -8532089 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8532120.000000 Penalty: 5503.811523
	Iteration 30Q: 3 clusters Score -8532120 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8532158.000000 Penalty: 5503.811523
	Iteration 31Q: 3 clusters Score -8532158 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8532181.000000 Penalty: 5503.811523
	Iteration 32Q: 3 clusters Score -8532181 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8532201.000000 Penalty: 5503.811523
	Iteration 33Q: 3 clusters Score -8532201 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8532259.000000 Penalty: 5503.811523
	Iteration 34Q: 3 clusters Score -8532259 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8532301.000000 Penalty: 5503.811523
	Iteration 35Q: 3 clusters Score -8532301 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8532319.000000 Penalty: 5503.811523
	Iteration 36Q: 3 clusters Score -8532319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -8532349.000000 Penalty: 5503.811523
	Iteration 37Q: 3 clusters Score -8532349 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8532380.000000 Penalty: 5503.811523
	Iteration 38Q: 3 clusters Score -8532380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8532419.000000 Penalty: 5503.811523
	Iteration 39Q: 3 clusters Score -8532419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8532433.000000 Penalty: 5503.811523
	Iteration 40F: 3 clusters Score -8532433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8532463.000000 Penalty: 5503.811523
	Iteration 41Q: 3 clusters Score -8532463 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8532471.000000 Penalty: 5503.811523
	Iteration 42Q: 3 clusters Score -8532471 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8532498.000000 Penalty: 5503.811523
	Iteration 43Q: 3 clusters Score -8532498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8532513.000000 Penalty: 5503.811523
	Iteration 44Q: 3 clusters Score -8532513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8532537.000000 Penalty: 5503.811523
	Iteration 45Q: 3 clusters Score -8532537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8532559.000000 Penalty: 5503.811523
	Iteration 46Q: 3 clusters Score -8532559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8532562.000000 Penalty: 5503.811523
	Iteration 47Q: 3 clusters Score -8532562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8532576.000000 Penalty: 5503.811523
	Iteration 48Q: 3 clusters Score -8532576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8532571.000000 Penalty: 5503.811523
	Iteration 49Q: 3 clusters Score -8532571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8532585.000000 Penalty: 5503.811523
	Iteration 50Q: 3 clusters Score -8532585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8532589.000000 Penalty: 5503.811523
	Iteration 51Q: 3 clusters Score -8532589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8532593.000000 Penalty: 5503.811523
	Iteration 52Q: 3 clusters Score -8532593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8532587.000000 Penalty: 5503.811523
	Iteration 53Q: 3 clusters Score -8532587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8532596.000000 Penalty: 5503.811523
	Iteration 54Q: 3 clusters Score -8532596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8532595.000000 Penalty: 5503.811523
	Iteration 55Q: 3 clusters Score -8532595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8532579.000000 Penalty: 5503.811523
	Iteration 56Q: 3 clusters Score -8532579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8532598.000000 Penalty: 5503.811523
	Iteration 57Q: 3 clusters Score -8532598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8532596.000000 Penalty: 5503.811523
	Iteration 58Q: 3 clusters Score -8532596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8532607.000000 Penalty: 5503.811523
	Iteration 59Q: 3 clusters Score -8532607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8532606.000000 Penalty: 5503.811523
	Iteration 60F: 3 clusters Score -8532606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8532621.000000 Penalty: 5503.811523
	Iteration 61Q: 3 clusters Score -8532621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8532615.000000 Penalty: 5503.811523
	Iteration 62Q: 3 clusters Score -8532615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8532611.000000 Penalty: 5503.811523
	Iteration 63Q: 3 clusters Score -8532611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8532609.000000 Penalty: 5503.811523
	Iteration 64Q: 3 clusters Score -8532609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8532617.000000 Penalty: 5503.811523
	Iteration 65Q: 3 clusters Score -8532617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8532608.000000 Penalty: 5503.811523
	Iteration 66Q: 3 clusters Score -8532608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8532608.000000 Penalty: 5503.811523
	Iteration 67Q: 3 clusters Score -8532608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8532604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8532606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8532607.000000 Penalty: 5503.811523
	Iteration 70Q: 3 clusters Score -8532607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8532613.000000 Penalty: 5503.811523
	Iteration 71Q: 3 clusters Score -8532613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8532614.000000 Penalty: 5503.811523
	Iteration 72Q: 3 clusters Score -8532614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8532614.000000 Penalty: 5503.811523
	Iteration 73Q: 3 clusters Score -8532614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8532613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8532608.000000 Penalty: 5503.811523
	Iteration 75Q: 3 clusters Score -8532608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8532608.000000 Penalty: 5503.811523
	Iteration 76F: 3 clusters Score -8532608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114046 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 72916 members 
Mstep: Class 8 contains 184236 members 
Mstep: Class 9 contains 167778 members 
Mstep: Class 10 contains 182209 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221454 members 
Mstep: Class 18 contains 97087 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29853 members 
Mstep: Class 22 contains 65933 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 20 clusters Score -1.496912e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114080 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 73024 members 
Mstep: Class 8 contains 184174 members 
Mstep: Class 9 contains 167734 members 
Mstep: Class 10 contains 182173 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221500 members 
Mstep: Class 18 contains 97085 members 
Mstep: Class 19 contains 37462 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29887 members 
Mstep: Class 22 contains 65904 members 
Entering Unmasked Estep 
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Iteration 120F: 20 clusters Score -1.496911e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114108 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 73125 members 
Mstep: Class 8 contains 184095 members 
Mstep: Class 9 contains 167723 members 
Mstep: Class 10 contains 182144 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221541 members 
Mstep: Class 18 contains 97077 members 
Mstep: Class 19 contains 37378 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29924 members 
Mstep: Class 22 contains 65897 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -1.496913e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114130 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 73208 members 
Mstep: Class 8 contains 184012 members 
Mstep: Class 9 contains 167708 members 
Mstep: Class 10 contains 182134 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221606 members 
Mstep: Class 18 contains 97075 members 
Mstep: Class 19 contains 37307 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 29948 members 
Mstep: Class 22 contains 65868 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -1.496915e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114131 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 73299 members 
Mstep: Class 8 contains 183951 members 
Mstep: Class 9 contains 167668 members 
Mstep: Class 10 contains 182108 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221684 members 
Mstep: Class 18 contains 97085 members 
Mstep: Class 19 contains 37232 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 29973 members 
Mstep: Class 22 contains 65846 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -1.496914e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114129 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 73380 members 
Mstep: Class 8 contains 183901 members 
Mstep: Class 9 contains 167656 members 
Mstep: Class 10 contains 182093 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221760 members 
Mstep: Class 18 contains 97088 members 
Mstep: Class 19 contains 37128 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 30004 members 
Mstep: Class 22 contains 65820 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -1.496916e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114119 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 73443 members 
Mstep: Class 8 contains 183879 members 
Mstep: Class 9 contains 167623 members 
Mstep: Class 10 contains 182078 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221869 members 
Mstep: Class 18 contains 97092 members 
Mstep: Class 19 contains 37003 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 30025 members 
Mstep: Class 22 contains 65813 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -1.496918e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114101 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 73501 members 
Mstep: Class 8 contains 183911 members 
Mstep: Class 9 contains 167585 members 
Mstep: Class 10 contains 182055 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221950 members 
Mstep: Class 18 contains 97085 members 
Mstep: Class 19 contains 36874 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 30067 members 
Mstep: Class 22 contains 65797 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -1.49692e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114094 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 73567 members 
Mstep: Class 8 contains 183940 members 
Mstep: Class 9 contains 167572 members 
Mstep: Class 10 contains 182031 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221987 members 
Mstep: Class 18 contains 97078 members 
Mstep: Class 19 contains 36734 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 30130 members 
Mstep: Class 22 contains 65771 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -1.49692e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114068 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 73643 members 
Mstep: Class 8 contains 183985 members 
Mstep: Class 9 contains 167549 members 
Mstep: Class 10 contains 182005 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222040 members 
Mstep: Class 18 contains 97054 members 
Mstep: Class 19 contains 36609 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 30179 members 
Mstep: Class 22 contains 65760 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -1.496924e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114038 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 73719 members 
Mstep: Class 8 contains 184039 members 
Mstep: Class 9 contains 167534 members 
Mstep: Class 10 contains 181995 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222084 members 
Mstep: Class 18 contains 97028 members 
Mstep: Class 19 contains 36477 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 30200 members 
Mstep: Class 22 contains 65763 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -1.496925e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114011 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 73788 members 
Mstep: Class 8 contains 184095 members 
Mstep: Class 9 contains 167532 members 
Mstep: Class 10 contains 181986 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222184 members 
Mstep: Class 18 contains 96998 members 
Mstep: Class 19 contains 36298 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 30225 members 
Mstep: Class 22 contains 65752 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -1.496926e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113965 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 73842 members 
Mstep: Class 8 contains 184138 members 
Mstep: Class 9 contains 167519 members 
Mstep: Class 10 contains 181982 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222262 members 
Mstep: Class 18 contains 96980 members 
Mstep: Class 19 contains 36170 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 30256 members 
Mstep: Class 22 contains 65744 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -1.496927e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113926 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 73904 members 
Mstep: Class 8 contains 184200 members 
Mstep: Class 9 contains 167526 members 
Mstep: Class 10 contains 181953 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222342 members 
Mstep: Class 18 contains 96952 members 
Mstep: Class 19 contains 36053 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 30273 members 
Mstep: Class 22 contains 65720 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -1.49693e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113922 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 73949 members 
Mstep: Class 8 contains 184252 members 
Mstep: Class 9 contains 167507 members 
Mstep: Class 10 contains 181931 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222435 members 
Mstep: Class 18 contains 96934 members 
Mstep: Class 19 contains 35916 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 30293 members 
Mstep: Class 22 contains 65697 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -1.49693e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113918 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 73984 members 
Mstep: Class 8 contains 184316 members 
Mstep: Class 9 contains 167453 members 
Mstep: Class 10 contains 181921 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222520 members 
Mstep: Class 18 contains 96918 members 
Mstep: Class 19 contains 35787 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30314 members 
Mstep: Class 22 contains 65689 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -1.496931e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113898 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 74029 members 
Mstep: Class 8 contains 184386 members 
Mstep: Class 9 contains 167406 members 
Mstep: Class 10 contains 181913 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222576 members 
Mstep: Class 18 contains 96912 members 
Mstep: Class 19 contains 35677 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30338 members 
Mstep: Class 22 contains 65669 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -1.49693e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113862 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 74074 members 
Mstep: Class 8 contains 184463 members 
Mstep: Class 9 contains 167396 members 
Mstep: Class 10 contains 181879 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222635 members 
Mstep: Class 18 contains 96911 members 
Mstep: Class 19 contains 35559 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 30353 members 
Mstep: Class 22 contains 65665 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -1.496931e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113841 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 74116 members 
Mstep: Class 8 contains 184472 members 
Mstep: Class 9 contains 167384 members 
Mstep: Class 10 contains 181881 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222719 members 
Mstep: Class 18 contains 96895 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30360 members 
Mstep: Class 22 contains 65656 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -1.496932e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113801 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 74158 members 
Mstep: Class 8 contains 184506 members 
Mstep: Class 9 contains 167345 members 
Mstep: Class 10 contains 181879 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222827 members 
Mstep: Class 18 contains 96881 members 
Mstep: Class 19 contains 35354 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 30371 members 
Mstep: Class 22 contains 65645 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -1.496936e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113771 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 74203 members 
Mstep: Class 8 contains 184543 members 
Mstep: Class 9 contains 167307 members 
Mstep: Class 10 contains 181858 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222906 members 
Mstep: Class 18 contains 96891 members 
Mstep: Class 19 contains 35264 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 30381 members 
Mstep: Class 22 contains 65635 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -1.496933e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113731 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 74236 members 
Mstep: Class 8 contains 184616 members 
Mstep: Class 9 contains 167278 members 
Mstep: Class 10 contains 181834 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222965 members 
Mstep: Class 18 contains 96891 members 
Mstep: Class 19 contains 35165 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 30406 members 
Mstep: Class 22 contains 65618 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -1.496932e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113702 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 74287 members 
Mstep: Class 8 contains 184736 members 
Mstep: Class 9 contains 167202 members 
Mstep: Class 10 contains 181834 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222976 members 
Mstep: Class 18 contains 96879 members 
Mstep: Class 19 contains 35072 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 30435 members 
Mstep: Class 22 contains 65600 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -1.496932e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113672 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74347 members 
Mstep: Class 8 contains 184857 members 
Mstep: Class 9 contains 167116 members 
Mstep: Class 10 contains 181839 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222984 members 
Mstep: Class 18 contains 96884 members 
Mstep: Class 19 contains 34950 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 30451 members 
Mstep: Class 22 contains 65603 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -1.496935e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113633 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74399 members 
Mstep: Class 8 contains 185006 members 
Mstep: Class 9 contains 167050 members 
Mstep: Class 10 contains 181828 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222957 members 
Mstep: Class 18 contains 96875 members 
Mstep: Class 19 contains 34833 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 30503 members 
Mstep: Class 22 contains 65600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149693808.000000 Penalty: 65918.976562
Iteration 143Q: 20 clusters Score -1.496938e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113588 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74451 members 
Mstep: Class 8 contains 185154 members 
Mstep: Class 9 contains 166988 members 
Mstep: Class 10 contains 181834 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222945 members 
Mstep: Class 18 contains 96860 members 
Mstep: Class 19 contains 34727 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 30530 members 
Mstep: Class 22 contains 65598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694080.000000 Penalty: 65918.976562
Iteration 144Q: 20 clusters Score -1.496941e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113541 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74493 members 
Mstep: Class 8 contains 185324 members 
Mstep: Class 9 contains 166942 members 
Mstep: Class 10 contains 181837 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222930 members 
Mstep: Class 18 contains 96839 members 
Mstep: Class 19 contains 34608 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 30553 members 
Mstep: Class 22 contains 65593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694096.000000 Penalty: 65918.976562
Iteration 145Q: 20 clusters Score -1.496941e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113480 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74535 members 
Mstep: Class 8 contains 185550 members 
Mstep: Class 9 contains 166884 members 
Mstep: Class 10 contains 181816 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222897 members 
Mstep: Class 18 contains 96838 members 
Mstep: Class 19 contains 34503 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 30572 members 
Mstep: Class 22 contains 65568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694096.000000 Penalty: 65918.976562
Iteration 146Q: 20 clusters Score -1.496941e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113431 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74559 members 
Mstep: Class 8 contains 185770 members 
Mstep: Class 9 contains 166843 members 
Mstep: Class 10 contains 181774 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222855 members 
Mstep: Class 18 contains 96829 members 
Mstep: Class 19 contains 34417 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 30600 members 
Mstep: Class 22 contains 65542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694144.000000 Penalty: 65918.976562
Iteration 147Q: 20 clusters Score -1.496941e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113401 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74604 members 
Mstep: Class 8 contains 185965 members 
Mstep: Class 9 contains 166812 members 
Mstep: Class 10 contains 181719 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222804 members 
Mstep: Class 18 contains 96818 members 
Mstep: Class 19 contains 34332 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 30623 members 
Mstep: Class 22 contains 65528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694272.000000 Penalty: 65918.976562
Iteration 148Q: 20 clusters Score -1.496943e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113356 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 74641 members 
Mstep: Class 8 contains 186134 members 
Mstep: Class 9 contains 166786 members 
Mstep: Class 10 contains 181703 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222768 members 
Mstep: Class 18 contains 96797 members 
Mstep: Class 19 contains 34262 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 30649 members 
Mstep: Class 22 contains 65499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694368.000000 Penalty: 65918.976562
Iteration 149Q: 20 clusters Score -1.496944e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113337 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74675 members 
Mstep: Class 8 contains 186305 members 
Mstep: Class 9 contains 166767 members 
Mstep: Class 10 contains 181666 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222726 members 
Mstep: Class 18 contains 96778 members 
Mstep: Class 19 contains 34187 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 30679 members 
Mstep: Class 22 contains 65461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694144.000000 Penalty: 65918.976562
Iteration 150Q: 20 clusters Score -1.496941e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113318 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74705 members 
Mstep: Class 8 contains 186457 members 
Mstep: Class 9 contains 166764 members 
Mstep: Class 10 contains 181642 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222645 members 
Mstep: Class 18 contains 96763 members 
Mstep: Class 19 contains 34143 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 30693 members 
Mstep: Class 22 contains 65434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694304.000000 Penalty: 65918.976562
Iteration 151Q: 20 clusters Score -1.496943e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113301 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74744 members 
Mstep: Class 8 contains 186609 members 
Mstep: Class 9 contains 166781 members 
Mstep: Class 10 contains 181619 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222547 members 
Mstep: Class 18 contains 96752 members 
Mstep: Class 19 contains 34072 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 30717 members 
Mstep: Class 22 contains 65405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694304.000000 Penalty: 65918.976562
Iteration 152Q: 20 clusters Score -1.496943e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113282 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74788 members 
Mstep: Class 8 contains 186778 members 
Mstep: Class 9 contains 166791 members 
Mstep: Class 10 contains 181600 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222449 members 
Mstep: Class 18 contains 96721 members 
Mstep: Class 19 contains 34009 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 30748 members 
Mstep: Class 22 contains 65360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694336.000000 Penalty: 65918.976562
Iteration 153Q: 20 clusters Score -1.496943e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113268 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 74816 members 
Mstep: Class 8 contains 186914 members 
Mstep: Class 9 contains 166791 members 
Mstep: Class 10 contains 181562 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222396 members 
Mstep: Class 18 contains 96711 members 
Mstep: Class 19 contains 33965 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 30769 members 
Mstep: Class 22 contains 65317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694512.000000 Penalty: 65918.976562
Iteration 154Q: 20 clusters Score -1.496945e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113241 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 74851 members 
Mstep: Class 8 contains 187013 members 
Mstep: Class 9 contains 166805 members 
Mstep: Class 10 contains 181521 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222348 members 
Mstep: Class 18 contains 96697 members 
Mstep: Class 19 contains 33924 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 30791 members 
Mstep: Class 22 contains 65300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694496.000000 Penalty: 65918.976562
Iteration 155Q: 20 clusters Score -1.496945e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113214 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74874 members 
Mstep: Class 8 contains 187109 members 
Mstep: Class 9 contains 166803 members 
Mstep: Class 10 contains 181458 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222355 members 
Mstep: Class 18 contains 96691 members 
Mstep: Class 19 contains 33871 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 30801 members 
Mstep: Class 22 contains 65290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694368.000000 Penalty: 65918.976562
Iteration 156Q: 20 clusters Score -1.496944e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113193 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74889 members 
Mstep: Class 8 contains 187199 members 
Mstep: Class 9 contains 166818 members 
Mstep: Class 10 contains 181387 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222343 members 
Mstep: Class 18 contains 96676 members 
Mstep: Class 19 contains 33826 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 30831 members 
Mstep: Class 22 contains 65286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694416.000000 Penalty: 65918.976562
Iteration 157Q: 20 clusters Score -1.496944e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113174 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74918 members 
Mstep: Class 8 contains 187263 members 
Mstep: Class 9 contains 166832 members 
Mstep: Class 10 contains 181336 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222313 members 
Mstep: Class 18 contains 96667 members 
Mstep: Class 19 contains 33797 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 30857 members 
Mstep: Class 22 contains 65269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694192.000000 Penalty: 65918.976562
Iteration 158Q: 20 clusters Score -1.496942e+08 nChanged 1242
Entering ConstructFrom: 
Score: -149694192.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (7725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Entering Unmasked Estep 
Score: -947480.625000 Penalty: 2220.149902
	Iteration 0F: 2 clusters Score -947480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -941196.125000 Penalty: 4440.299805
	Iteration 0F: 3 clusters Score -941196.1 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -942904.625000 Penalty: 4440.299805
	Iteration 1F: 3 clusters Score -942904.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -943285.250000 Penalty: 4440.299805
	Iteration 2F: 3 clusters Score -943285.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -943729.375000 Penalty: 4440.299805
	Iteration 3F: 3 clusters Score -943729.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -944175.937500 Penalty: 4440.299805
	Iteration 4F: 3 clusters Score -944175.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -944591.375000 Penalty: 4440.299805
	Iteration 5F: 3 clusters Score -944591.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -944950.875000 Penalty: 4440.299805
	Iteration 6F: 3 clusters Score -944950.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -945234.250000 Penalty: 4440.299805
	Iteration 7F: 3 clusters Score -945234.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -945439.750000 Penalty: 4440.299805
	Iteration 8Q: 3 clusters Score -945439.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -945599.250000 Penalty: 4440.299805
	Iteration 9Q: 3 clusters Score -945599.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -945725.875000 Penalty: 4440.299805
	Iteration 10Q: 3 clusters Score -945725.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -945825.375000 Penalty: 4440.299805
	Iteration 11Q: 3 clusters Score -945825.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -945897.562500 Penalty: 4440.299805
	Iteration 12Q: 3 clusters Score -945897.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -945954.187500 Penalty: 4440.299805
	Iteration 13Q: 3 clusters Score -945954.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -945988.312500 Penalty: 4440.299805
	Iteration 14Q: 3 clusters Score -945988.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -946015.375000 Penalty: 4440.299805
	Iteration 15Q: 3 clusters Score -946015.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -946034.875000 Penalty: 4440.299805
	Iteration 16Q: 3 clusters Score -946034.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -946051.812500 Penalty: 4440.299805
	Iteration 17Q: 3 clusters Score -946051.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -946071.687500 Penalty: 4440.299805
	Iteration 18Q: 3 clusters Score -946071.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -946091.187500 Penalty: 4440.299805
	Iteration 19Q: 3 clusters Score -946091.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -946108.312500 Penalty: 4440.299805
	Iteration 20F: 3 clusters Score -946108.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -946118.875000 Penalty: 4440.299805
	Iteration 21Q: 3 clusters Score -946118.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -946135.500000 Penalty: 4440.299805
	Iteration 22Q: 3 clusters Score -946135.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -946148.625000 Penalty: 4440.299805
	Iteration 23Q: 3 clusters Score -946148.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -946172.000000 Penalty: 4440.299805
	Iteration 24Q: 3 clusters Score -946172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -946188.312500 Penalty: 4440.299805
	Iteration 25Q: 3 clusters Score -946188.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -946201.875000 Penalty: 4440.299805
	Iteration 26Q: 3 clusters Score -946201.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -946209.250000 Penalty: 4440.299805
	Iteration 27Q: 3 clusters Score -946209.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -946218.562500 Penalty: 4440.299805
	Iteration 28Q: 3 clusters Score -946218.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -946228.875000 Penalty: 4440.299805
	Iteration 29Q: 3 clusters Score -946228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -946230.687500 Penalty: 4440.299805
	Iteration 30Q: 3 clusters Score -946230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -946234.000000 Penalty: 4440.299805
	Iteration 31Q: 3 clusters Score -946234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -946236.625000 Penalty: 4440.299805
	Iteration 32Q: 3 clusters Score -946236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -946239.937500 Penalty: 4440.299805
	Iteration 33Q: 3 clusters Score -946239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -946239.687500 Penalty: 4440.299805
	Iteration 34Q: 3 clusters Score -946239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -946242.500000 Penalty: 4440.299805
	Iteration 35Q: 3 clusters Score -946242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -946245.062500 Penalty: 4440.299805
	Iteration 36Q: 3 clusters Score -946245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -946246.562500 Penalty: 4440.299805
	Iteration 37Q: 3 clusters Score -946246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -946247.125000 Penalty: 4440.299805
	Iteration 38Q: 3 clusters Score -946247.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -946247.125000 Penalty: 4440.299805
	Iteration 39F: 3 clusters Score -946247.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -56147.320312 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56147.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54745.433594 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54745.43 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54916.074219 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -54916.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54996.375000 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -54996.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55048.503906 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -55048.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55237.031250 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -55237.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55367.316406 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -55367.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -55466.128906 Penalty: 3074.445312
	Iteration 6F: 3 clusters Score -55466.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -55539.906250 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -55539.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -55591.832031 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -55591.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -55612.773438 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -55612.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -55621.632812 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -55621.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -55625.644531 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -55625.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -55625.644531 Penalty: 3074.445312
	Iteration 12F: 3 clusters Score -55625.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113156 members 
Entering Unmasked Estep 
Score: -14517731.000000 Penalty: 2885.857422
	Iteration 0F: 2 clusters Score -1.451773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56481 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -14442220.000000 Penalty: 5771.714844
	Iteration 0F: 3 clusters Score -1.444222e+07 nChanged 53640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -14472897.000000 Penalty: 5771.714844
	Iteration 1F: 3 clusters Score -1.44729e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -14473459.000000 Penalty: 5771.714844
	Iteration 2Q: 3 clusters Score -1.447346e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -14474069.000000 Penalty: 5771.714844
	Iteration 3Q: 3 clusters Score -1.447407e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -14474624.000000 Penalty: 5771.714844
	Iteration 4Q: 3 clusters Score -1.447462e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -14475220.000000 Penalty: 5771.714844
	Iteration 5Q: 3 clusters Score -1.447522e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -14476152.000000 Penalty: 5771.714844
	Iteration 6Q: 3 clusters Score -1.447615e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -14477626.000000 Penalty: 5771.714844
	Iteration 7Q: 3 clusters Score -1.447763e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -14480036.000000 Penalty: 5771.714844
	Iteration 8Q: 3 clusters Score -1.448004e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -14483834.000000 Penalty: 5771.714844
	Iteration 9F: 3 clusters Score -1.448383e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -14488975.000000 Penalty: 5771.714844
	Iteration 10F: 3 clusters Score -1.448898e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -14494405.000000 Penalty: 5771.714844
	Iteration 11F: 3 clusters Score -1.44944e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -14498207.000000 Penalty: 5771.714844
	Iteration 12F: 3 clusters Score -1.449821e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -14500214.000000 Penalty: 5771.714844
	Iteration 13Q: 3 clusters Score -1.450021e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
Score: -14501456.000000 Penalty: 5771.714844
	Iteration 14Q: 3 clusters Score -1.450146e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -14502610.000000 Penalty: 5771.714844
	Iteration 15Q: 3 clusters Score -1.450261e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -14503763.000000 Penalty: 5771.714844
	Iteration 16Q: 3 clusters Score -1.450376e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -14505011.000000 Penalty: 5771.714844
	Iteration 17Q: 3 clusters Score -1.450501e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -14506482.000000 Penalty: 5771.714844
	Iteration 18Q: 3 clusters Score -1.450648e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -14507793.000000 Penalty: 5771.714844
	Iteration 19Q: 3 clusters Score -1.450779e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -14509131.000000 Penalty: 5771.714844
	Iteration 20F: 3 clusters Score -1.450913e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -14510273.000000 Penalty: 5771.714844
	Iteration 21Q: 3 clusters Score -1.451027e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -14511410.000000 Penalty: 5771.714844
	Iteration 22Q: 3 clusters Score -1.451141e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -14512386.000000 Penalty: 5771.714844
	Iteration 23Q: 3 clusters Score -1.451239e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -14513221.000000 Penalty: 5771.714844
	Iteration 24Q: 3 clusters Score -1.451322e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -14513864.000000 Penalty: 5771.714844
	Iteration 25Q: 3 clusters Score -1.451386e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -14514373.000000 Penalty: 5771.714844
	Iteration 26Q: 3 clusters Score -1.451437e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -14514743.000000 Penalty: 5771.714844
	Iteration 27Q: 3 clusters Score -1.451474e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -14515062.000000 Penalty: 5771.714844
	Iteration 28Q: 3 clusters Score -1.451506e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 109965 members 
Entering Unmasked Estep 
Score: -14515317.000000 Penalty: 5771.714844
	Iteration 29Q: 3 clusters Score -1.451532e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 110228 members 
Entering Unmasked Estep 
Score: -14515477.000000 Penalty: 5771.714844
	Iteration 30Q: 3 clusters Score -1.451548e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -14515577.000000 Penalty: 5771.714844
	Iteration 31Q: 3 clusters Score -1.451558e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 110601 members 
Entering Unmasked Estep 
Score: -14515655.000000 Penalty: 5771.714844
	Iteration 32Q: 3 clusters Score -1.451566e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -14515715.000000 Penalty: 5771.714844
	Iteration 33Q: 3 clusters Score -1.451572e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -14515759.000000 Penalty: 5771.714844
	Iteration 34Q: 3 clusters Score -1.451576e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -14515808.000000 Penalty: 5771.714844
	Iteration 35Q: 3 clusters Score -1.451581e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -14515810.000000 Penalty: 5771.714844
	Iteration 36Q: 3 clusters Score -1.451581e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -14515819.000000 Penalty: 5771.714844
	Iteration 37Q: 3 clusters Score -1.451582e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -14515836.000000 Penalty: 5771.714844
	Iteration 38Q: 3 clusters Score -1.451584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -14515854.000000 Penalty: 5771.714844
	Iteration 39Q: 3 clusters Score -1.451585e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 111138 members 
Entering Unmasked Estep 
Score: -14515876.000000 Penalty: 5771.714844
	Iteration 40F: 3 clusters Score -1.451588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 111150 members 
Entering Unmasked Estep 
Score: -14515931.000000 Penalty: 5771.714844
	Iteration 41Q: 3 clusters Score -1.451593e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -14515935.000000 Penalty: 5771.714844
	Iteration 42Q: 3 clusters Score -1.451594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -14515938.000000 Penalty: 5771.714844
	Iteration 43Q: 3 clusters Score -1.451594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 111205 members 
Entering Unmasked Estep 
Score: -14515945.000000 Penalty: 5771.714844
	Iteration 44Q: 3 clusters Score -1.451594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 111214 members 
Entering Unmasked Estep 
Score: -14515952.000000 Penalty: 5771.714844
	Iteration 45Q: 3 clusters Score -1.451595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -14515948.000000 Penalty: 5771.714844
	Iteration 46Q: 3 clusters Score -1.451595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -14515963.000000 Penalty: 5771.714844
	Iteration 47Q: 3 clusters Score -1.451596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -14515960.000000 Penalty: 5771.714844
	Iteration 48Q: 3 clusters Score -1.451596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -14515957.000000 Penalty: 5771.714844
	Iteration 49Q: 3 clusters Score -1.451596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -14515962.000000 Penalty: 5771.714844
	Iteration 50Q: 3 clusters Score -1.451596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 111246 members 
Entering Unmasked Estep 
Score: -14515962.000000 Penalty: 5771.714844
	Iteration 51Q: 3 clusters Score -1.451596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 111252 members 
Entering Unmasked Estep 
Score: -14515980.000000 Penalty: 5771.714844
	Iteration 52Q: 3 clusters Score -1.451598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -14515991.000000 Penalty: 5771.714844
	Iteration 53Q: 3 clusters Score -1.451599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 111261 members 
Entering Unmasked Estep 
Score: -14515988.000000 Penalty: 5771.714844
	Iteration 54Q: 3 clusters Score -1.451599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -14515983.000000 Penalty: 5771.714844
	Iteration 55Q: 3 clusters Score -1.451598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -14515986.000000 Penalty: 5771.714844
	Iteration 56Q: 3 clusters Score -1.451599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -14515993.000000 Penalty: 5771.714844
	Iteration 57Q: 3 clusters Score -1.451599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -14515991.000000 Penalty: 5771.714844
	Iteration 58Q: 3 clusters Score -1.451599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -14515985.000000 Penalty: 5771.714844
	Iteration 59Q: 3 clusters Score -1.451598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 111285 members 
Entering Unmasked Estep 
Score: -14515987.000000 Penalty: 5771.714844
	Iteration 60F: 3 clusters Score -1.451599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 111292 members 
Entering Unmasked Estep 
Score: -14515993.000000 Penalty: 5771.714844
	Iteration 61Q: 3 clusters Score -1.451599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -14516018.000000 Penalty: 5771.714844
	Iteration 62Q: 3 clusters Score -1.451602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -14516022.000000 Penalty: 5771.714844
	Iteration 63Q: 3 clusters Score -1.451602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 111302 members 
Entering Unmasked Estep 
Score: -14516015.000000 Penalty: 5771.714844
	Iteration 64Q: 3 clusters Score -1.451602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -14516017.000000 Penalty: 5771.714844
	Iteration 65Q: 3 clusters Score -1.451602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 111305 members 
Entering Unmasked Estep 
Score: -14516030.000000 Penalty: 5771.714844
	Iteration 66Q: 3 clusters Score -1.451603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -14516024.000000 Penalty: 5771.714844
	Iteration 67Q: 3 clusters Score -1.451602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -14516020.000000 Penalty: 5771.714844
	Iteration 68Q: 3 clusters Score -1.451602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -14516020.000000 Penalty: 5771.714844
	Iteration 69F: 3 clusters Score -1.451602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58855.000000 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59214.386719 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59214.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59488.398438 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59488.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59825.796875 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59825.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60011.109375 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -60011.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60123.273438 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -60123.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60240.867188 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -60240.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60339.242188 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60339.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -60490.109375 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60490.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60510.570312 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60510.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60514.464844 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60514.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60520.316406 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60520.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60532.820312 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60532.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60547.523438 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60547.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60565.132812 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60565.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60570.234375 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60570.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60571.652344 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60571.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60571.652344 Penalty: 3150.039307
	Iteration 17F: 3 clusters Score -60571.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113156 members 
Mstep: Class 4 contains 146 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74950 members 
Mstep: Class 8 contains 187331 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 181292 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222283 members 
Mstep: Class 15 contains 427 members 
Mstep: Class 18 contains 96639 members 
Mstep: Class 19 contains 33787 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30875 members 
Mstep: Class 22 contains 65248 members 
Entering Unmasked Estep 
Score: -149692192.000000 Penalty: 69388.398438
Splitting cluster 4 changes total score from -149694192.000000 to -149692192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 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 259 members 
Entering Unmasked Estep 
Score: -51908.250000 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51908.25 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52324.878906 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52324.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52542.988281 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52542.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52759.375000 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52759.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53006.085938 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -53006.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53080.636719 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -53080.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53131.433594 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -53131.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53149.410156 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53149.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53159.410156 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53159.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53182.945312 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53182.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53225.375000 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -53225.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53290.054688 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -53290.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53358.910156 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -53358.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53396.019531 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -53396.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53404.464844 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -53404.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53404.464844 Penalty: 3111.347168
	Iteration 15F: 3 clusters Score -53404.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113156 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74950 members 
Mstep: Class 8 contains 187331 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 181292 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222283 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 18 contains 96639 members 
Mstep: Class 19 contains 33787 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30875 members 
Mstep: Class 22 contains 65248 members 
Entering Unmasked Estep 
Score: -149692160.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149694192.000000 to -149692160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -546436.312500 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -546436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -542318.125000 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -542318.1 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -543236.687500 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -543236.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -543405.437500 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -543405.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -543522.375000 Penalty: 4158.069336
	Iteration 3Q: 3 clusters Score -543522.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -543596.375000 Penalty: 4158.069336
	Iteration 4Q: 3 clusters Score -543596.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -543656.250000 Penalty: 4158.069336
	Iteration 5Q: 3 clusters Score -543656.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -543712.625000 Penalty: 4158.069336
	Iteration 6Q: 3 clusters Score -543712.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -543763.062500 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -543763.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -543801.125000 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -543801.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -543838.000000 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -543838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -543868.875000 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -543868.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -543899.062500 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -543899.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -543928.500000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -543928.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -543970.062500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -543970.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -544013.375000 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -544013.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -544074.687500 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -544074.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -544154.250000 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -544154.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -544246.687500 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -544246.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -544327.000000 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -544327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -544392.062500 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -544392.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -544452.500000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -544452.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -544508.687500 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -544508.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -544567.937500 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -544567.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -544628.937500 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -544628.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -544702.000000 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -544702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -544772.625000 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -544772.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -544880.625000 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -544880.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -545053.250000 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -545053.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -545298.937500 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -545298.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -545394.062500 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -545394.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -545424.937500 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -545424.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -545457.625000 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -545457.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -545488.812500 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -545488.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -545530.062500 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -545530.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -545585.187500 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -545585.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -545657.687500 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -545657.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -545740.750000 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -545740.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -545836.250000 Penalty: 4158.069336
	Iteration 37Q: 3 clusters Score -545836.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -545914.250000 Penalty: 4158.069336
	Iteration 38Q: 3 clusters Score -545914.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -545971.375000 Penalty: 4158.069336
	Iteration 39Q: 3 clusters Score -545971.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -546012.500000 Penalty: 4158.069336
	Iteration 40F: 3 clusters Score -546012.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -546043.562500 Penalty: 4158.069336
	Iteration 41Q: 3 clusters Score -546043.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -546057.500000 Penalty: 4158.069336
	Iteration 42Q: 3 clusters Score -546057.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -546070.062500 Penalty: 4158.069336
	Iteration 43Q: 3 clusters Score -546070.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -546076.687500 Penalty: 4158.069336
	Iteration 44Q: 3 clusters Score -546076.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -546084.750000 Penalty: 4158.069336
	Iteration 45Q: 3 clusters Score -546084.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -546089.500000 Penalty: 4158.069336
	Iteration 46Q: 3 clusters Score -546089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -546093.500000 Penalty: 4158.069336
	Iteration 47Q: 3 clusters Score -546093.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -546097.812500 Penalty: 4158.069336
	Iteration 48Q: 3 clusters Score -546097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -546101.687500 Penalty: 4158.069336
	Iteration 49Q: 3 clusters Score -546101.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -546106.937500 Penalty: 4158.069336
	Iteration 50Q: 3 clusters Score -546106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -546110.750000 Penalty: 4158.069336
	Iteration 51Q: 3 clusters Score -546110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -546115.250000 Penalty: 4158.069336
	Iteration 52Q: 3 clusters Score -546115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -546118.750000 Penalty: 4158.069336
	Iteration 53Q: 3 clusters Score -546118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -546122.250000 Penalty: 4158.069336
	Iteration 54Q: 3 clusters Score -546122.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -546125.187500 Penalty: 4158.069336
	Iteration 55Q: 3 clusters Score -546125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -546128.812500 Penalty: 4158.069336
	Iteration 56Q: 3 clusters Score -546128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -546130.562500 Penalty: 4158.069336
	Iteration 57Q: 3 clusters Score -546130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -546132.375000 Penalty: 4158.069336
	Iteration 58Q: 3 clusters Score -546132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -546132.687500 Penalty: 4158.069336
	Iteration 59Q: 3 clusters Score -546132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -546134.437500 Penalty: 4158.069336
	Iteration 60F: 3 clusters Score -546134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -546134.625000 Penalty: 4158.069336
	Iteration 61Q: 3 clusters Score -546134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -546135.375000 Penalty: 4158.069336
	Iteration 62Q: 3 clusters Score -546135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -546135.375000 Penalty: 4158.069336
	Iteration 63F: 3 clusters Score -546135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Entering Unmasked Estep 
Score: -9365863.000000 Penalty: 2783.695068
	Iteration 0F: 2 clusters Score -9365863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -9315718.000000 Penalty: 5567.390137
	Iteration 0F: 3 clusters Score -9315718 nChanged 35104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -9335879.000000 Penalty: 5567.390137
	Iteration 1F: 3 clusters Score -9335879 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -9336920.000000 Penalty: 5567.390137
	Iteration 2Q: 3 clusters Score -9336920 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -9338217.000000 Penalty: 5567.390137
	Iteration 3Q: 3 clusters Score -9338217 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -9340134.000000 Penalty: 5567.390137
	Iteration 4F: 3 clusters Score -9340134 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -9343059.000000 Penalty: 5567.390137
	Iteration 5F: 3 clusters Score -9343059 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -9347492.000000 Penalty: 5567.390137
	Iteration 6F: 3 clusters Score -9347492 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -9353140.000000 Penalty: 5567.390137
	Iteration 7F: 3 clusters Score -9353140 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -9358406.000000 Penalty: 5567.390137
	Iteration 8F: 3 clusters Score -9358406 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9361540.000000 Penalty: 5567.390137
	Iteration 9Q: 3 clusters Score -9361540 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9362735.000000 Penalty: 5567.390137
	Iteration 10Q: 3 clusters Score -9362735 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9363107.000000 Penalty: 5567.390137
	Iteration 11Q: 3 clusters Score -9363107 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9363294.000000 Penalty: 5567.390137
	Iteration 12Q: 3 clusters Score -9363294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9363349.000000 Penalty: 5567.390137
	Iteration 13Q: 3 clusters Score -9363349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9363373.000000 Penalty: 5567.390137
	Iteration 14Q: 3 clusters Score -9363373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9363390.000000 Penalty: 5567.390137
	Iteration 15Q: 3 clusters Score -9363390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9363406.000000 Penalty: 5567.390137
	Iteration 16Q: 3 clusters Score -9363406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9363408.000000 Penalty: 5567.390137
	Iteration 17Q: 3 clusters Score -9363408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9363415.000000 Penalty: 5567.390137
	Iteration 18Q: 3 clusters Score -9363415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9363431.000000 Penalty: 5567.390137
	Iteration 19Q: 3 clusters Score -9363431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9363439.000000 Penalty: 5567.390137
	Iteration 20F: 3 clusters Score -9363439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9363430.000000 Penalty: 5567.390137
	Iteration 21Q: 3 clusters Score -9363430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9363430.000000 Penalty: 5567.390137
	Iteration 22F: 3 clusters Score -9363430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187331 members 
Entering Unmasked Estep 
Score: -24049970.000000 Penalty: 3010.876953
	Iteration 0F: 2 clusters Score -2.404997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -23927038.000000 Penalty: 6021.753906
	Iteration 0F: 3 clusters Score -2.392704e+07 nChanged 89888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -23978668.000000 Penalty: 6021.753906
	Iteration 1F: 3 clusters Score -2.397867e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -23979598.000000 Penalty: 6021.753906
	Iteration 2Q: 3 clusters Score -2.39796e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -23980478.000000 Penalty: 6021.753906
	Iteration 3Q: 3 clusters Score -2.398048e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -23981822.000000 Penalty: 6021.753906
	Iteration 4Q: 3 clusters Score -2.398182e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -23983986.000000 Penalty: 6021.753906
	Iteration 5Q: 3 clusters Score -2.398399e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -23988084.000000 Penalty: 6021.753906
	Iteration 6Q: 3 clusters Score -2.398808e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -23995428.000000 Penalty: 6021.753906
	Iteration 7F: 3 clusters Score -2.399543e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 140753 members 
Entering Unmasked Estep 
Score: -24006492.000000 Penalty: 6021.753906
	Iteration 8F: 3 clusters Score -2.400649e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 155622 members 
Entering Unmasked Estep 
Score: -24020520.000000 Penalty: 6021.753906
	Iteration 9F: 3 clusters Score -2.402052e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -24032434.000000 Penalty: 6021.753906
	Iteration 10F: 3 clusters Score -2.403243e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 176693 members 
Entering Unmasked Estep 
Score: -24039642.000000 Penalty: 6021.753906
	Iteration 11Q: 3 clusters Score -2.403964e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 181372 members 
Entering Unmasked Estep 
Score: -24043478.000000 Penalty: 6021.753906
	Iteration 12Q: 3 clusters Score -2.404348e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -24045166.000000 Penalty: 6021.753906
	Iteration 13Q: 3 clusters Score -2.404517e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 185035 members 
Entering Unmasked Estep 
Score: -24046142.000000 Penalty: 6021.753906
	Iteration 14Q: 3 clusters Score -2.404614e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 185736 members 
Entering Unmasked Estep 
Score: -24046648.000000 Penalty: 6021.753906
	Iteration 15Q: 3 clusters Score -2.404665e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 186094 members 
Entering Unmasked Estep 
Score: -24046892.000000 Penalty: 6021.753906
	Iteration 16Q: 3 clusters Score -2.404689e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 186320 members 
Entering Unmasked Estep 
Score: -24047104.000000 Penalty: 6021.753906
	Iteration 17Q: 3 clusters Score -2.40471e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 186442 members 
Entering Unmasked Estep 
Score: -24047216.000000 Penalty: 6021.753906
	Iteration 18Q: 3 clusters Score -2.404722e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 186534 members 
Entering Unmasked Estep 
Score: -24047302.000000 Penalty: 6021.753906
	Iteration 19Q: 3 clusters Score -2.40473e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 186596 members 
Entering Unmasked Estep 
Score: -24047312.000000 Penalty: 6021.753906
	Iteration 20F: 3 clusters Score -2.404731e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 186636 members 
Entering Unmasked Estep 
Score: -24047330.000000 Penalty: 6021.753906
	Iteration 21Q: 3 clusters Score -2.404733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 186667 members 
Entering Unmasked Estep 
Score: -24047376.000000 Penalty: 6021.753906
	Iteration 22Q: 3 clusters Score -2.404738e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 186694 members 
Entering Unmasked Estep 
Score: -24047410.000000 Penalty: 6021.753906
	Iteration 23Q: 3 clusters Score -2.404741e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 186722 members 
Entering Unmasked Estep 
Score: -24047430.000000 Penalty: 6021.753906
	Iteration 24Q: 3 clusters Score -2.404743e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 186735 members 
Entering Unmasked Estep 
Score: -24047450.000000 Penalty: 6021.753906
	Iteration 25Q: 3 clusters Score -2.404745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -24047456.000000 Penalty: 6021.753906
	Iteration 26Q: 3 clusters Score -2.404746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 186755 members 
Entering Unmasked Estep 
Score: -24047466.000000 Penalty: 6021.753906
	Iteration 27Q: 3 clusters Score -2.404747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 186757 members 
Entering Unmasked Estep 
Score: -24047478.000000 Penalty: 6021.753906
	Iteration 28Q: 3 clusters Score -2.404748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 186758 members 
Entering Unmasked Estep 
Score: -24047474.000000 Penalty: 6021.753906
	Iteration 29Q: 3 clusters Score -2.404747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -24047466.000000 Penalty: 6021.753906
	Iteration 30Q: 3 clusters Score -2.404747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 186763 members 
Entering Unmasked Estep 
Score: -24047468.000000 Penalty: 6021.753906
	Iteration 31Q: 3 clusters Score -2.404747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 186764 members 
Entering Unmasked Estep 
Score: -24047472.000000 Penalty: 6021.753906
	Iteration 32Q: 3 clusters Score -2.404747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 186764 members 
Entering Unmasked Estep 
Score: -24047468.000000 Penalty: 6021.753906
	Iteration 33Q: 3 clusters Score -2.404747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -24047488.000000 Penalty: 6021.753906
	Iteration 34Q: 3 clusters Score -2.404749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -24047492.000000 Penalty: 6021.753906
	Iteration 35Q: 3 clusters Score -2.404749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -24047488.000000 Penalty: 6021.753906
	Iteration 36Q: 3 clusters Score -2.404749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 186771 members 
Entering Unmasked Estep 
Score: -24047486.000000 Penalty: 6021.753906
	Iteration 37Q: 3 clusters Score -2.404749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -24047486.000000 Penalty: 6021.753906
	Iteration 38Q: 3 clusters Score -2.404749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 186775 members 
Entering Unmasked Estep 
Score: -24047490.000000 Penalty: 6021.753906
	Iteration 39Q: 3 clusters Score -2.404749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -24047498.000000 Penalty: 6021.753906
	Iteration 40F: 3 clusters Score -2.40475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 186778 members 
Entering Unmasked Estep 
Score: -24047508.000000 Penalty: 6021.753906
	Iteration 41Q: 3 clusters Score -2.404751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 186783 members 
Entering Unmasked Estep 
Score: -24047510.000000 Penalty: 6021.753906
	Iteration 42Q: 3 clusters Score -2.404751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 186785 members 
Entering Unmasked Estep 
Score: -24047534.000000 Penalty: 6021.753906
	Iteration 43Q: 3 clusters Score -2.404753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 186786 members 
Entering Unmasked Estep 
Score: -24047512.000000 Penalty: 6021.753906
	Iteration 44Q: 3 clusters Score -2.404751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -24047520.000000 Penalty: 6021.753906
	Iteration 45Q: 3 clusters Score -2.404752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -24047520.000000 Penalty: 6021.753906
	Iteration 46F: 3 clusters Score -2.404752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166849 members 
Entering Unmasked Estep 
Score: -21373872.000000 Penalty: 2982.161377
	Iteration 0F: 2 clusters Score -2.137387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -21262358.000000 Penalty: 5964.322754
	Iteration 0F: 3 clusters Score -2.126236e+07 nChanged 80253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -21309004.000000 Penalty: 5964.322754
	Iteration 1F: 3 clusters Score -2.1309e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -21309942.000000 Penalty: 5964.322754
	Iteration 2Q: 3 clusters Score -2.130994e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -21311166.000000 Penalty: 5964.322754
	Iteration 3Q: 3 clusters Score -2.131117e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85593 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -21312898.000000 Penalty: 5964.322754
	Iteration 4Q: 3 clusters Score -2.13129e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -21315164.000000 Penalty: 5964.322754
	Iteration 5Q: 3 clusters Score -2.131516e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -21318392.000000 Penalty: 5964.322754
	Iteration 6Q: 3 clusters Score -2.131839e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -21322978.000000 Penalty: 5964.322754
	Iteration 7Q: 3 clusters Score -2.132298e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -21329056.000000 Penalty: 5964.322754
	Iteration 8F: 3 clusters Score -2.132906e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -21336580.000000 Penalty: 5964.322754
	Iteration 9F: 3 clusters Score -2.133658e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -21344496.000000 Penalty: 5964.322754
	Iteration 10F: 3 clusters Score -2.13445e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -21349436.000000 Penalty: 5964.322754
	Iteration 11F: 3 clusters Score -2.134944e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -21351532.000000 Penalty: 5964.322754
	Iteration 12Q: 3 clusters Score -2.135153e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -21352348.000000 Penalty: 5964.322754
	Iteration 13Q: 3 clusters Score -2.135235e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -21352850.000000 Penalty: 5964.322754
	Iteration 14Q: 3 clusters Score -2.135285e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -21353480.000000 Penalty: 5964.322754
	Iteration 15Q: 3 clusters Score -2.135348e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -21353882.000000 Penalty: 5964.322754
	Iteration 16Q: 3 clusters Score -2.135388e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -21354364.000000 Penalty: 5964.322754
	Iteration 17Q: 3 clusters Score -2.135436e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 94516 members 
Entering Unmasked Estep 
Score: -21354878.000000 Penalty: 5964.322754
	Iteration 18Q: 3 clusters Score -2.135488e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -21355362.000000 Penalty: 5964.322754
	Iteration 19Q: 3 clusters Score -2.135536e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -21355718.000000 Penalty: 5964.322754
	Iteration 20F: 3 clusters Score -2.135572e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -21356148.000000 Penalty: 5964.322754
	Iteration 21Q: 3 clusters Score -2.135615e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -21356470.000000 Penalty: 5964.322754
	Iteration 22Q: 3 clusters Score -2.135647e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -21356824.000000 Penalty: 5964.322754
	Iteration 23Q: 3 clusters Score -2.135682e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 104174 members 
Entering Unmasked Estep 
Score: -21357226.000000 Penalty: 5964.322754
	Iteration 24Q: 3 clusters Score -2.135723e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -21357650.000000 Penalty: 5964.322754
	Iteration 25Q: 3 clusters Score -2.135765e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 107652 members 
Entering Unmasked Estep 
Score: -21357956.000000 Penalty: 5964.322754
	Iteration 26Q: 3 clusters Score -2.135796e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -21358218.000000 Penalty: 5964.322754
	Iteration 27Q: 3 clusters Score -2.135822e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -21358514.000000 Penalty: 5964.322754
	Iteration 28Q: 3 clusters Score -2.135851e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -21358896.000000 Penalty: 5964.322754
	Iteration 29Q: 3 clusters Score -2.13589e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -21359306.000000 Penalty: 5964.322754
	Iteration 30Q: 3 clusters Score -2.135931e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 117134 members 
Entering Unmasked Estep 
Score: -21359712.000000 Penalty: 5964.322754
	Iteration 31Q: 3 clusters Score -2.135971e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -21360196.000000 Penalty: 5964.322754
	Iteration 32Q: 3 clusters Score -2.13602e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 121081 members 
Entering Unmasked Estep 
Score: -21360632.000000 Penalty: 5964.322754
	Iteration 33Q: 3 clusters Score -2.136063e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 123003 members 
Entering Unmasked Estep 
Score: -21361076.000000 Penalty: 5964.322754
	Iteration 34Q: 3 clusters Score -2.136108e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 125059 members 
Entering Unmasked Estep 
Score: -21361672.000000 Penalty: 5964.322754
	Iteration 35Q: 3 clusters Score -2.136167e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -21362188.000000 Penalty: 5964.322754
	Iteration 36Q: 3 clusters Score -2.136219e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -21362620.000000 Penalty: 5964.322754
	Iteration 37Q: 3 clusters Score -2.136262e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -21363058.000000 Penalty: 5964.322754
	Iteration 38Q: 3 clusters Score -2.136306e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -21363674.000000 Penalty: 5964.322754
	Iteration 39Q: 3 clusters Score -2.136367e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -21364308.000000 Penalty: 5964.322754
	Iteration 40F: 3 clusters Score -2.136431e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 137681 members 
Entering Unmasked Estep 
Score: -21364954.000000 Penalty: 5964.322754
	Iteration 41Q: 3 clusters Score -2.136495e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 139698 members 
Entering Unmasked Estep 
Score: -21365482.000000 Penalty: 5964.322754
	Iteration 42Q: 3 clusters Score -2.136548e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 141619 members 
Entering Unmasked Estep 
Score: -21366088.000000 Penalty: 5964.322754
	Iteration 43Q: 3 clusters Score -2.136609e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -21366622.000000 Penalty: 5964.322754
	Iteration 44Q: 3 clusters Score -2.136662e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 145277 members 
Entering Unmasked Estep 
Score: -21367158.000000 Penalty: 5964.322754
	Iteration 45Q: 3 clusters Score -2.136716e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 146983 members 
Entering Unmasked Estep 
Score: -21367800.000000 Penalty: 5964.322754
	Iteration 46Q: 3 clusters Score -2.13678e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 148666 members 
Entering Unmasked Estep 
Score: -21368202.000000 Penalty: 5964.322754
	Iteration 47Q: 3 clusters Score -2.13682e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -21368830.000000 Penalty: 5964.322754
	Iteration 48Q: 3 clusters Score -2.136883e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 151718 members 
Entering Unmasked Estep 
Score: -21369248.000000 Penalty: 5964.322754
	Iteration 49Q: 3 clusters Score -2.136925e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -21369734.000000 Penalty: 5964.322754
	Iteration 50Q: 3 clusters Score -2.136973e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -21370064.000000 Penalty: 5964.322754
	Iteration 51Q: 3 clusters Score -2.137006e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -21370376.000000 Penalty: 5964.322754
	Iteration 52Q: 3 clusters Score -2.137038e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 156617 members 
Entering Unmasked Estep 
Score: -21370650.000000 Penalty: 5964.322754
	Iteration 53Q: 3 clusters Score -2.137065e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -21370874.000000 Penalty: 5964.322754
	Iteration 54Q: 3 clusters Score -2.137087e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -21371150.000000 Penalty: 5964.322754
	Iteration 55Q: 3 clusters Score -2.137115e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 159048 members 
Entering Unmasked Estep 
Score: -21371374.000000 Penalty: 5964.322754
	Iteration 56Q: 3 clusters Score -2.137137e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -21371568.000000 Penalty: 5964.322754
	Iteration 57Q: 3 clusters Score -2.137157e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -21371708.000000 Penalty: 5964.322754
	Iteration 58Q: 3 clusters Score -2.137171e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -21371826.000000 Penalty: 5964.322754
	Iteration 59Q: 3 clusters Score -2.137183e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 161122 members 
Entering Unmasked Estep 
Score: -21371874.000000 Penalty: 5964.322754
	Iteration 60F: 3 clusters Score -2.137187e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -21371990.000000 Penalty: 5964.322754
	Iteration 61Q: 3 clusters Score -2.137199e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -21372068.000000 Penalty: 5964.322754
	Iteration 62Q: 3 clusters Score -2.137207e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -21372102.000000 Penalty: 5964.322754
	Iteration 63Q: 3 clusters Score -2.13721e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 162486 members 
Entering Unmasked Estep 
Score: -21372134.000000 Penalty: 5964.322754
	Iteration 64Q: 3 clusters Score -2.137213e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -21372162.000000 Penalty: 5964.322754
	Iteration 65Q: 3 clusters Score -2.137216e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 162917 members 
Entering Unmasked Estep 
Score: -21372228.000000 Penalty: 5964.322754
	Iteration 66Q: 3 clusters Score -2.137223e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -21372244.000000 Penalty: 5964.322754
	Iteration 67Q: 3 clusters Score -2.137224e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -21372258.000000 Penalty: 5964.322754
	Iteration 68Q: 3 clusters Score -2.137226e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -21372292.000000 Penalty: 5964.322754
	Iteration 69Q: 3 clusters Score -2.137229e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -21372284.000000 Penalty: 5964.322754
	Iteration 70Q: 3 clusters Score -2.137228e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -21372276.000000 Penalty: 5964.322754
	Iteration 71Q: 3 clusters Score -2.137228e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -21372282.000000 Penalty: 5964.322754
	Iteration 72Q: 3 clusters Score -2.137228e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -21372294.000000 Penalty: 5964.322754
	Iteration 73Q: 3 clusters Score -2.137229e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -21372300.000000 Penalty: 5964.322754
	Iteration 74Q: 3 clusters Score -2.13723e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -21372310.000000 Penalty: 5964.322754
	Iteration 75Q: 3 clusters Score -2.137231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -21372278.000000 Penalty: 5964.322754
	Iteration 76Q: 3 clusters Score -2.137228e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -21372306.000000 Penalty: 5964.322754
	Iteration 77Q: 3 clusters Score -2.137231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -21372306.000000 Penalty: 5964.322754
	Iteration 78Q: 3 clusters Score -2.137231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -21372294.000000 Penalty: 5964.322754
	Iteration 79Q: 3 clusters Score -2.137229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -21372302.000000 Penalty: 5964.322754
	Iteration 80F: 3 clusters Score -2.13723e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -21372330.000000 Penalty: 5964.322754
	Iteration 81Q: 3 clusters Score -2.137233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 163893 members 
Entering Unmasked Estep 
Score: -21372334.000000 Penalty: 5964.322754
	Iteration 82Q: 3 clusters Score -2.137233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 163920 members 
Entering Unmasked Estep 
Score: -21372332.000000 Penalty: 5964.322754
	Iteration 83Q: 3 clusters Score -2.137233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -21372338.000000 Penalty: 5964.322754
	Iteration 84Q: 3 clusters Score -2.137234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -21372368.000000 Penalty: 5964.322754
	Iteration 85Q: 3 clusters Score -2.137237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -21372360.000000 Penalty: 5964.322754
	Iteration 86Q: 3 clusters Score -2.137236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -21372338.000000 Penalty: 5964.322754
	Iteration 87Q: 3 clusters Score -2.137234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -21372308.000000 Penalty: 5964.322754
	Iteration 88Q: 3 clusters Score -2.137231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 164039 members 
Entering Unmasked Estep 
Score: -21372292.000000 Penalty: 5964.322754
	Iteration 89Q: 3 clusters Score -2.137229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -21372308.000000 Penalty: 5964.322754
	Iteration 90Q: 3 clusters Score -2.137231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -21372298.000000 Penalty: 5964.322754
	Iteration 91Q: 3 clusters Score -2.13723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -21372288.000000 Penalty: 5964.322754
	Iteration 92Q: 3 clusters Score -2.137229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -21372286.000000 Penalty: 5964.322754
	Iteration 93Q: 3 clusters Score -2.137229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -21372286.000000 Penalty: 5964.322754
	Iteration 94Q: 3 clusters Score -2.137229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -21372286.000000 Penalty: 5964.322754
	Iteration 95F: 3 clusters Score -2.137229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (181292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181292 members 
Entering Unmasked Estep 
Score: -23265942.000000 Penalty: 3002.750488
	Iteration 0F: 2 clusters Score -2.326594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -23146780.000000 Penalty: 6005.500977
	Iteration 0F: 3 clusters Score -2.314678e+07 nChanged 87213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -23197890.000000 Penalty: 6005.500977
	Iteration 1F: 3 clusters Score -2.319789e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -23198998.000000 Penalty: 6005.500977
	Iteration 2Q: 3 clusters Score -2.3199e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -23200524.000000 Penalty: 6005.500977
	Iteration 3Q: 3 clusters Score -2.320052e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81794 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -23202960.000000 Penalty: 6005.500977
	Iteration 4Q: 3 clusters Score -2.320296e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -23206850.000000 Penalty: 6005.500977
	Iteration 5Q: 3 clusters Score -2.320685e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -23212670.000000 Penalty: 6005.500977
	Iteration 6F: 3 clusters Score -2.321267e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -23220126.000000 Penalty: 6005.500977
	Iteration 7F: 3 clusters Score -2.322013e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
Score: -23229048.000000 Penalty: 6005.500977
	Iteration 8F: 3 clusters Score -2.322905e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 136454 members 
Entering Unmasked Estep 
Score: -23237282.000000 Penalty: 6005.500977
	Iteration 9F: 3 clusters Score -2.323728e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -23243552.000000 Penalty: 6005.500977
	Iteration 10F: 3 clusters Score -2.324355e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -23248280.000000 Penalty: 6005.500977
	Iteration 11Q: 3 clusters Score -2.324828e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -23251526.000000 Penalty: 6005.500977
	Iteration 12Q: 3 clusters Score -2.325153e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -23254192.000000 Penalty: 6005.500977
	Iteration 13Q: 3 clusters Score -2.325419e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -23256192.000000 Penalty: 6005.500977
	Iteration 14Q: 3 clusters Score -2.325619e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 165690 members 
Entering Unmasked Estep 
Score: -23257832.000000 Penalty: 6005.500977
	Iteration 15Q: 3 clusters Score -2.325783e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -23259100.000000 Penalty: 6005.500977
	Iteration 16Q: 3 clusters Score -2.32591e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 170862 members 
Entering Unmasked Estep 
Score: -23260140.000000 Penalty: 6005.500977
	Iteration 17Q: 3 clusters Score -2.326014e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -23261048.000000 Penalty: 6005.500977
	Iteration 18Q: 3 clusters Score -2.326105e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -23261590.000000 Penalty: 6005.500977
	Iteration 19Q: 3 clusters Score -2.326159e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 175810 members 
Entering Unmasked Estep 
Score: -23262060.000000 Penalty: 6005.500977
	Iteration 20F: 3 clusters Score -2.326206e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 176843 members 
Entering Unmasked Estep 
Score: -23262526.000000 Penalty: 6005.500977
	Iteration 21Q: 3 clusters Score -2.326253e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -23262762.000000 Penalty: 6005.500977
	Iteration 22Q: 3 clusters Score -2.326276e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -23262886.000000 Penalty: 6005.500977
	Iteration 23Q: 3 clusters Score -2.326289e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 178637 members 
Entering Unmasked Estep 
Score: -23263066.000000 Penalty: 6005.500977
	Iteration 24Q: 3 clusters Score -2.326307e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 178959 members 
Entering Unmasked Estep 
Score: -23263240.000000 Penalty: 6005.500977
	Iteration 25Q: 3 clusters Score -2.326324e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 179189 members 
Entering Unmasked Estep 
Score: -23263378.000000 Penalty: 6005.500977
	Iteration 26Q: 3 clusters Score -2.326338e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 179373 members 
Entering Unmasked Estep 
Score: -23263378.000000 Penalty: 6005.500977
	Iteration 27Q: 3 clusters Score -2.326338e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 179511 members 
Entering Unmasked Estep 
Score: -23263502.000000 Penalty: 6005.500977
	Iteration 28Q: 3 clusters Score -2.32635e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 179626 members 
Entering Unmasked Estep 
Score: -23263520.000000 Penalty: 6005.500977
	Iteration 29Q: 3 clusters Score -2.326352e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -23263540.000000 Penalty: 6005.500977
	Iteration 30Q: 3 clusters Score -2.326354e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 179787 members 
Entering Unmasked Estep 
Score: -23263562.000000 Penalty: 6005.500977
	Iteration 31Q: 3 clusters Score -2.326356e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -23263594.000000 Penalty: 6005.500977
	Iteration 32Q: 3 clusters Score -2.326359e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 179874 members 
Entering Unmasked Estep 
Score: -23263610.000000 Penalty: 6005.500977
	Iteration 33Q: 3 clusters Score -2.326361e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -23263636.000000 Penalty: 6005.500977
	Iteration 34Q: 3 clusters Score -2.326364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 179946 members 
Entering Unmasked Estep 
Score: -23263626.000000 Penalty: 6005.500977
	Iteration 35Q: 3 clusters Score -2.326363e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 179973 members 
Entering Unmasked Estep 
Score: -23263658.000000 Penalty: 6005.500977
	Iteration 36Q: 3 clusters Score -2.326366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 179998 members 
Entering Unmasked Estep 
Score: -23263684.000000 Penalty: 6005.500977
	Iteration 37Q: 3 clusters Score -2.326368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -23263706.000000 Penalty: 6005.500977
	Iteration 38Q: 3 clusters Score -2.326371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 180033 members 
Entering Unmasked Estep 
Score: -23263708.000000 Penalty: 6005.500977
	Iteration 39Q: 3 clusters Score -2.326371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 180050 members 
Entering Unmasked Estep 
Score: -23263748.000000 Penalty: 6005.500977
	Iteration 40F: 3 clusters Score -2.326375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 180066 members 
Entering Unmasked Estep 
Score: -23263760.000000 Penalty: 6005.500977
	Iteration 41Q: 3 clusters Score -2.326376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 180075 members 
Entering Unmasked Estep 
Score: -23263750.000000 Penalty: 6005.500977
	Iteration 42Q: 3 clusters Score -2.326375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 180080 members 
Entering Unmasked Estep 
Score: -23263770.000000 Penalty: 6005.500977
	Iteration 43Q: 3 clusters Score -2.326377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 180090 members 
Entering Unmasked Estep 
Score: -23263756.000000 Penalty: 6005.500977
	Iteration 44Q: 3 clusters Score -2.326376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 180104 members 
Entering Unmasked Estep 
Score: -23263758.000000 Penalty: 6005.500977
	Iteration 45Q: 3 clusters Score -2.326376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -23263776.000000 Penalty: 6005.500977
	Iteration 46Q: 3 clusters Score -2.326378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 180148 members 
Entering Unmasked Estep 
Score: -23263788.000000 Penalty: 6005.500977
	Iteration 47Q: 3 clusters Score -2.326379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 180180 members 
Entering Unmasked Estep 
Score: -23263772.000000 Penalty: 6005.500977
	Iteration 48Q: 3 clusters Score -2.326377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 180201 members 
Entering Unmasked Estep 
Score: -23263804.000000 Penalty: 6005.500977
	Iteration 49Q: 3 clusters Score -2.32638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 180208 members 
Entering Unmasked Estep 
Score: -23263806.000000 Penalty: 6005.500977
	Iteration 50Q: 3 clusters Score -2.326381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 180213 members 
Entering Unmasked Estep 
Score: -23263810.000000 Penalty: 6005.500977
	Iteration 51Q: 3 clusters Score -2.326381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -23263824.000000 Penalty: 6005.500977
	Iteration 52Q: 3 clusters Score -2.326382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 180230 members 
Entering Unmasked Estep 
Score: -23263830.000000 Penalty: 6005.500977
	Iteration 53Q: 3 clusters Score -2.326383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 180238 members 
Entering Unmasked Estep 
Score: -23263834.000000 Penalty: 6005.500977
	Iteration 54Q: 3 clusters Score -2.326383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 180252 members 
Entering Unmasked Estep 
Score: -23263844.000000 Penalty: 6005.500977
	Iteration 55Q: 3 clusters Score -2.326384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 180271 members 
Entering Unmasked Estep 
Score: -23263840.000000 Penalty: 6005.500977
	Iteration 56Q: 3 clusters Score -2.326384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 180284 members 
Entering Unmasked Estep 
Score: -23263844.000000 Penalty: 6005.500977
	Iteration 57Q: 3 clusters Score -2.326384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 180294 members 
Entering Unmasked Estep 
Score: -23263880.000000 Penalty: 6005.500977
	Iteration 58Q: 3 clusters Score -2.326388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 180302 members 
Entering Unmasked Estep 
Score: -23263890.000000 Penalty: 6005.500977
	Iteration 59Q: 3 clusters Score -2.326389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 180308 members 
Entering Unmasked Estep 
Score: -23263888.000000 Penalty: 6005.500977
	Iteration 60F: 3 clusters Score -2.326389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 180316 members 
Entering Unmasked Estep 
Score: -23263896.000000 Penalty: 6005.500977
	Iteration 61Q: 3 clusters Score -2.32639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 180329 members 
Entering Unmasked Estep 
Score: -23263926.000000 Penalty: 6005.500977
	Iteration 62Q: 3 clusters Score -2.326393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 180344 members 
Entering Unmasked Estep 
Score: -23263934.000000 Penalty: 6005.500977
	Iteration 63Q: 3 clusters Score -2.326393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 180352 members 
Entering Unmasked Estep 
Score: -23263958.000000 Penalty: 6005.500977
	Iteration 64Q: 3 clusters Score -2.326396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 180360 members 
Entering Unmasked Estep 
Score: -23263968.000000 Penalty: 6005.500977
	Iteration 65Q: 3 clusters Score -2.326397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 180369 members 
Entering Unmasked Estep 
Score: -23263972.000000 Penalty: 6005.500977
	Iteration 66Q: 3 clusters Score -2.326397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -23263982.000000 Penalty: 6005.500977
	Iteration 67Q: 3 clusters Score -2.326398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 180370 members 
Entering Unmasked Estep 
Score: -23263978.000000 Penalty: 6005.500977
	Iteration 68Q: 3 clusters Score -2.326398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 180375 members 
Entering Unmasked Estep 
Score: -23263996.000000 Penalty: 6005.500977
	Iteration 69Q: 3 clusters Score -2.3264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -23263988.000000 Penalty: 6005.500977
	Iteration 70Q: 3 clusters Score -2.326399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 180393 members 
Entering Unmasked Estep 
Score: -23263978.000000 Penalty: 6005.500977
	Iteration 71Q: 3 clusters Score -2.326398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 180395 members 
Entering Unmasked Estep 
Score: -23264004.000000 Penalty: 6005.500977
	Iteration 72Q: 3 clusters Score -2.3264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 180399 members 
Entering Unmasked Estep 
Score: -23264008.000000 Penalty: 6005.500977
	Iteration 73Q: 3 clusters Score -2.326401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -23264022.000000 Penalty: 6005.500977
	Iteration 74Q: 3 clusters Score -2.326402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -23264012.000000 Penalty: 6005.500977
	Iteration 75Q: 3 clusters Score -2.326401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -23264014.000000 Penalty: 6005.500977
	Iteration 76Q: 3 clusters Score -2.326401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 180401 members 
Entering Unmasked Estep 
Score: -23264024.000000 Penalty: 6005.500977
	Iteration 77Q: 3 clusters Score -2.326402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -23264012.000000 Penalty: 6005.500977
	Iteration 78Q: 3 clusters Score -2.326401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -23264034.000000 Penalty: 6005.500977
	Iteration 79Q: 3 clusters Score -2.326403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -23264032.000000 Penalty: 6005.500977
	Iteration 80F: 3 clusters Score -2.326403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 180406 members 
Entering Unmasked Estep 
Score: -23264010.000000 Penalty: 6005.500977
	Iteration 81Q: 3 clusters Score -2.326401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -23264036.000000 Penalty: 6005.500977
	Iteration 82Q: 3 clusters Score -2.326404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 180407 members 
Entering Unmasked Estep 
Score: -23264050.000000 Penalty: 6005.500977
	Iteration 83Q: 3 clusters Score -2.326405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 180410 members 
Entering Unmasked Estep 
Score: -23264038.000000 Penalty: 6005.500977
	Iteration 84Q: 3 clusters Score -2.326404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 180415 members 
Entering Unmasked Estep 
Score: -23264046.000000 Penalty: 6005.500977
	Iteration 85Q: 3 clusters Score -2.326405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -23264058.000000 Penalty: 6005.500977
	Iteration 86Q: 3 clusters Score -2.326406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -23264056.000000 Penalty: 6005.500977
	Iteration 87Q: 3 clusters Score -2.326406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -23264074.000000 Penalty: 6005.500977
	Iteration 88Q: 3 clusters Score -2.326407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 180420 members 
Entering Unmasked Estep 
Score: -23264064.000000 Penalty: 6005.500977
	Iteration 89Q: 3 clusters Score -2.326406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -23264050.000000 Penalty: 6005.500977
	Iteration 90Q: 3 clusters Score -2.326405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 180421 members 
Entering Unmasked Estep 
Score: -23264050.000000 Penalty: 6005.500977
	Iteration 91F: 3 clusters Score -2.326405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33736.156250 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33736.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33843.324219 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33843.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33870.007812 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33870.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33876.238281 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33876.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33878.753906 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33878.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33881.250000 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -33881.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33886.039062 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -33886.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33889.777344 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -33889.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33893.417969 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -33893.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33898.910156 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -33898.91 nChanged 2
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: -33904.687500 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -33904.69 nChanged 0
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: -33904.687500 Penalty: 2850.116943
	Iteration 11F: 3 clusters Score -33904.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78150.640625 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78150.64 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78551.343750 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78551.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78750.203125 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78750.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78893.992188 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -78893.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79053.890625 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -79053.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79223.437500 Penalty: 3281.568359
	Iteration 5F: 3 clusters Score -79223.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79399.437500 Penalty: 3281.568359
	Iteration 6F: 3 clusters Score -79399.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79565.929688 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -79565.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79700.343750 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -79700.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79764.093750 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -79764.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79828.664062 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -79828.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79883.664062 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -79883.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79917.773438 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -79917.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79990.382812 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -79990.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80045.273438 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -80045.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80113.351562 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -80113.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80141.882812 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -80141.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80166.632812 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -80166.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80180.179688 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -80180.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80243.835938 Penalty: 3281.568359
	Iteration 19F: 3 clusters Score -80243.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -80314.804688 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -80314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113156 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74950 members 
Mstep: Class 8 contains 187331 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 181292 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 267 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222283 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 18 contains 96639 members 
Mstep: Class 19 contains 33787 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30875 members 
Mstep: Class 22 contains 65248 members 
Entering Unmasked Estep 
Score: -149692768.000000 Penalty: 69388.398438
Splitting cluster 12 changes total score from -149694192.000000 to -149692768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64111.875000 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64111.88 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64537.515625 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64537.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64817.242188 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -64817.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65009.082031 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65009.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65197.222656 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65197.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65304.234375 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -65304.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65368.089844 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -65368.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65425.976562 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -65425.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65474.242188 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -65474.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65522.226562 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -65522.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65541.562500 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -65541.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65556.695312 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -65556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65560.125000 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -65560.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65570.867188 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -65570.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65590.601562 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -65590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65626.398438 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -65626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65664.851562 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -65664.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -65822.757812 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -65822.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66137.156250 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -66137.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66161.835938 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -66161.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66187.984375 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -66187.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66295.671875 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -66295.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66368.765625 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -66368.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66405.843750 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -66405.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66429.789062 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -66429.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66461.882812 Penalty: 3214.862061
	Iteration 25Q: 3 clusters Score -66461.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66481.023438 Penalty: 3214.862061
	Iteration 26Q: 3 clusters Score -66481.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66490.937500 Penalty: 3214.862061
	Iteration 27Q: 3 clusters Score -66490.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66504.546875 Penalty: 3214.862061
	Iteration 28Q: 3 clusters Score -66504.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66514.312500 Penalty: 3214.862061
	Iteration 29Q: 3 clusters Score -66514.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66524.203125 Penalty: 3214.862061
	Iteration 30Q: 3 clusters Score -66524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66535.742188 Penalty: 3214.862061
	Iteration 31Q: 3 clusters Score -66535.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66540.195312 Penalty: 3214.862061
	Iteration 32Q: 3 clusters Score -66540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66547.015625 Penalty: 3214.862061
	Iteration 33Q: 3 clusters Score -66547.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66555.976562 Penalty: 3214.862061
	Iteration 34Q: 3 clusters Score -66555.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66566.796875 Penalty: 3214.862061
	Iteration 35Q: 3 clusters Score -66566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66574.664062 Penalty: 3214.862061
	Iteration 36Q: 3 clusters Score -66574.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66591.148438 Penalty: 3214.862061
	Iteration 37Q: 3 clusters Score -66591.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66620.554688 Penalty: 3214.862061
	Iteration 38Q: 3 clusters Score -66620.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66652.476562 Penalty: 3214.862061
	Iteration 39Q: 3 clusters Score -66652.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66705.789062 Penalty: 3214.862061
	Iteration 40F: 3 clusters Score -66705.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66922.203125 Penalty: 3214.862061
	Iteration 41Q: 3 clusters Score -66922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67111.992188 Penalty: 3214.862061
	Iteration 42Q: 3 clusters Score -67111.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67111.992188 Penalty: 3214.862061
	Iteration 43F: 3 clusters Score -67111.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113156 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74950 members 
Mstep: Class 8 contains 187331 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 181292 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 222283 members 
Mstep: Class 15 contains 258 members 
Mstep: Class 18 contains 96639 members 
Mstep: Class 19 contains 33787 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30875 members 
Mstep: Class 22 contains 65248 members 
Entering Unmasked Estep 
Score: -149693440.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149694192.000000 to -149693440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (222283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222283 members 
Entering Unmasked Estep 
Score: -28386262.000000 Penalty: 3053.303223
	Iteration 0F: 2 clusters Score -2.838626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111217 members 
Mstep: Class 2 contains 111066 members 
Entering Unmasked Estep 
Score: -28243520.000000 Penalty: 6106.606445
	Iteration 0F: 3 clusters Score -2.824352e+07 nChanged 107077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 108233 members 
Entering Unmasked Estep 
Score: -28306568.000000 Penalty: 6106.606445
	Iteration 1F: 3 clusters Score -2.830657e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -28308300.000000 Penalty: 6106.606445
	Iteration 2Q: 3 clusters Score -2.83083e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119505 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -28311300.000000 Penalty: 6106.606445
	Iteration 3Q: 3 clusters Score -2.83113e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124650 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -28316496.000000 Penalty: 6106.606445
	Iteration 4Q: 3 clusters Score -2.83165e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -28325682.000000 Penalty: 6106.606445
	Iteration 5F: 3 clusters Score -2.832568e+07 nChanged 17670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -28339912.000000 Penalty: 6106.606445
	Iteration 6F: 3 clusters Score -2.833991e+07 nChanged 18493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -28358390.000000 Penalty: 6106.606445
	Iteration 7F: 3 clusters Score -2.835839e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -28374464.000000 Penalty: 6106.606445
	Iteration 8F: 3 clusters Score -2.837446e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -28381954.000000 Penalty: 6106.606445
	Iteration 9Q: 3 clusters Score -2.838195e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -28384314.000000 Penalty: 6106.606445
	Iteration 10Q: 3 clusters Score -2.838431e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171645 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -28385648.000000 Penalty: 6106.606445
	Iteration 11Q: 3 clusters Score -2.838565e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173750 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -28386498.000000 Penalty: 6106.606445
	Iteration 12Q: 3 clusters Score -2.83865e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -28387114.000000 Penalty: 6106.606445
	Iteration 13Q: 3 clusters Score -2.838711e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -28387526.000000 Penalty: 6106.606445
	Iteration 14Q: 3 clusters Score -2.838753e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179052 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -28387852.000000 Penalty: 6106.606445
	Iteration 15Q: 3 clusters Score -2.838785e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180671 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -28388176.000000 Penalty: 6106.606445
	Iteration 16Q: 3 clusters Score -2.838818e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182203 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -28388304.000000 Penalty: 6106.606445
	Iteration 17Q: 3 clusters Score -2.83883e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183714 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -28388438.000000 Penalty: 6106.606445
	Iteration 18Q: 3 clusters Score -2.838844e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185181 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -28388580.000000 Penalty: 6106.606445
	Iteration 19Q: 3 clusters Score -2.838858e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186579 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -28388682.000000 Penalty: 6106.606445
	Iteration 20F: 3 clusters Score -2.838868e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187915 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -28388800.000000 Penalty: 6106.606445
	Iteration 21Q: 3 clusters Score -2.83888e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -28388806.000000 Penalty: 6106.606445
	Iteration 22Q: 3 clusters Score -2.838881e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -28388800.000000 Penalty: 6106.606445
	Iteration 23Q: 3 clusters Score -2.83888e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191511 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -28388940.000000 Penalty: 6106.606445
	Iteration 24Q: 3 clusters Score -2.838894e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192573 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -28388956.000000 Penalty: 6106.606445
	Iteration 25Q: 3 clusters Score -2.838896e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193529 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -28388926.000000 Penalty: 6106.606445
	Iteration 26Q: 3 clusters Score -2.838893e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194465 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -28389016.000000 Penalty: 6106.606445
	Iteration 27Q: 3 clusters Score -2.838902e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195333 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -28388924.000000 Penalty: 6106.606445
	Iteration 28Q: 3 clusters Score -2.838892e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196161 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -28389018.000000 Penalty: 6106.606445
	Iteration 29Q: 3 clusters Score -2.838902e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196953 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -28388986.000000 Penalty: 6106.606445
	Iteration 30Q: 3 clusters Score -2.838899e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197640 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -28388954.000000 Penalty: 6106.606445
	Iteration 31Q: 3 clusters Score -2.838895e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198345 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -28388788.000000 Penalty: 6106.606445
	Iteration 32Q: 3 clusters Score -2.838879e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199037 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -28388896.000000 Penalty: 6106.606445
	Iteration 33Q: 3 clusters Score -2.83889e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199693 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -28388748.000000 Penalty: 6106.606445
	Iteration 34Q: 3 clusters Score -2.838875e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200326 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -28388608.000000 Penalty: 6106.606445
	Iteration 35Q: 3 clusters Score -2.838861e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200978 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -28388566.000000 Penalty: 6106.606445
	Iteration 36Q: 3 clusters Score -2.838857e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201646 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -28388552.000000 Penalty: 6106.606445
	Iteration 37Q: 3 clusters Score -2.838855e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202275 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -28388462.000000 Penalty: 6106.606445
	Iteration 38Q: 3 clusters Score -2.838846e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202875 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -28388436.000000 Penalty: 6106.606445
	Iteration 39Q: 3 clusters Score -2.838844e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203462 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -28388348.000000 Penalty: 6106.606445
	Iteration 40F: 3 clusters Score -2.838835e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204029 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -28388340.000000 Penalty: 6106.606445
	Iteration 41Q: 3 clusters Score -2.838834e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -28388346.000000 Penalty: 6106.606445
	Iteration 42Q: 3 clusters Score -2.838835e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205066 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -28388322.000000 Penalty: 6106.606445
	Iteration 43Q: 3 clusters Score -2.838832e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205535 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -28388254.000000 Penalty: 6106.606445
	Iteration 44Q: 3 clusters Score -2.838825e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -28388242.000000 Penalty: 6106.606445
	Iteration 45Q: 3 clusters Score -2.838824e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206429 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -28388230.000000 Penalty: 6106.606445
	Iteration 46Q: 3 clusters Score -2.838823e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206864 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -28388206.000000 Penalty: 6106.606445
	Iteration 47Q: 3 clusters Score -2.838821e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207253 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -28388220.000000 Penalty: 6106.606445
	Iteration 48Q: 3 clusters Score -2.838822e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207644 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -28388216.000000 Penalty: 6106.606445
	Iteration 49Q: 3 clusters Score -2.838822e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208001 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -28388084.000000 Penalty: 6106.606445
	Iteration 50Q: 3 clusters Score -2.838808e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208309 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -28388050.000000 Penalty: 6106.606445
	Iteration 51Q: 3 clusters Score -2.838805e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208596 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -28388026.000000 Penalty: 6106.606445
	Iteration 52Q: 3 clusters Score -2.838803e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208870 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -28388020.000000 Penalty: 6106.606445
	Iteration 53Q: 3 clusters Score -2.838802e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209126 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -28387948.000000 Penalty: 6106.606445
	Iteration 54Q: 3 clusters Score -2.838795e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209368 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -28387872.000000 Penalty: 6106.606445
	Iteration 55Q: 3 clusters Score -2.838787e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209597 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -28387874.000000 Penalty: 6106.606445
	Iteration 56Q: 3 clusters Score -2.838787e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209806 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -28387794.000000 Penalty: 6106.606445
	Iteration 57Q: 3 clusters Score -2.838779e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210013 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -28387746.000000 Penalty: 6106.606445
	Iteration 58Q: 3 clusters Score -2.838775e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210232 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -28387670.000000 Penalty: 6106.606445
	Iteration 59Q: 3 clusters Score -2.838767e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210441 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -28387556.000000 Penalty: 6106.606445
	Iteration 60F: 3 clusters Score -2.838756e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210651 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -28387462.000000 Penalty: 6106.606445
	Iteration 61Q: 3 clusters Score -2.838746e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210859 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -28387458.000000 Penalty: 6106.606445
	Iteration 62Q: 3 clusters Score -2.838746e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211056 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -28387424.000000 Penalty: 6106.606445
	Iteration 63Q: 3 clusters Score -2.838742e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211247 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -28387422.000000 Penalty: 6106.606445
	Iteration 64Q: 3 clusters Score -2.838742e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211416 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -28387368.000000 Penalty: 6106.606445
	Iteration 65Q: 3 clusters Score -2.838737e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211580 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -28387298.000000 Penalty: 6106.606445
	Iteration 66Q: 3 clusters Score -2.83873e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211741 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -28387274.000000 Penalty: 6106.606445
	Iteration 67Q: 3 clusters Score -2.838727e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211882 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -28387280.000000 Penalty: 6106.606445
	Iteration 68Q: 3 clusters Score -2.838728e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212025 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -28387288.000000 Penalty: 6106.606445
	Iteration 69Q: 3 clusters Score -2.838729e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212163 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -28387242.000000 Penalty: 6106.606445
	Iteration 70Q: 3 clusters Score -2.838724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212279 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -28387170.000000 Penalty: 6106.606445
	Iteration 71Q: 3 clusters Score -2.838717e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212410 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -28387080.000000 Penalty: 6106.606445
	Iteration 72Q: 3 clusters Score -2.838708e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212534 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -28386994.000000 Penalty: 6106.606445
	Iteration 73Q: 3 clusters Score -2.838699e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212643 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -28386974.000000 Penalty: 6106.606445
	Iteration 74Q: 3 clusters Score -2.838697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212754 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -28386938.000000 Penalty: 6106.606445
	Iteration 75Q: 3 clusters Score -2.838694e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212860 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -28386952.000000 Penalty: 6106.606445
	Iteration 76Q: 3 clusters Score -2.838695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212945 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -28386950.000000 Penalty: 6106.606445
	Iteration 77Q: 3 clusters Score -2.838695e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213033 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -28386940.000000 Penalty: 6106.606445
	Iteration 78Q: 3 clusters Score -2.838694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -28386896.000000 Penalty: 6106.606445
	Iteration 79Q: 3 clusters Score -2.83869e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213182 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -28386884.000000 Penalty: 6106.606445
	Iteration 80F: 3 clusters Score -2.838688e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213243 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -28386852.000000 Penalty: 6106.606445
	Iteration 81Q: 3 clusters Score -2.838685e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213300 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -28386864.000000 Penalty: 6106.606445
	Iteration 82Q: 3 clusters Score -2.838686e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213366 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -28386856.000000 Penalty: 6106.606445
	Iteration 83Q: 3 clusters Score -2.838686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213420 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -28386818.000000 Penalty: 6106.606445
	Iteration 84Q: 3 clusters Score -2.838682e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213480 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -28386822.000000 Penalty: 6106.606445
	Iteration 85Q: 3 clusters Score -2.838682e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213536 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -28386800.000000 Penalty: 6106.606445
	Iteration 86Q: 3 clusters Score -2.83868e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213583 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -28386790.000000 Penalty: 6106.606445
	Iteration 87Q: 3 clusters Score -2.838679e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213639 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -28386816.000000 Penalty: 6106.606445
	Iteration 88Q: 3 clusters Score -2.838682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213696 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -28386752.000000 Penalty: 6106.606445
	Iteration 89Q: 3 clusters Score -2.838675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213746 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -28386736.000000 Penalty: 6106.606445
	Iteration 90Q: 3 clusters Score -2.838674e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213793 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -28386760.000000 Penalty: 6106.606445
	Iteration 91Q: 3 clusters Score -2.838676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213830 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -28386774.000000 Penalty: 6106.606445
	Iteration 92Q: 3 clusters Score -2.838677e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213861 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -28386752.000000 Penalty: 6106.606445
	Iteration 93Q: 3 clusters Score -2.838675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213890 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -28386730.000000 Penalty: 6106.606445
	Iteration 94Q: 3 clusters Score -2.838673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213922 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -28386700.000000 Penalty: 6106.606445
	Iteration 95Q: 3 clusters Score -2.83867e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213962 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -28386696.000000 Penalty: 6106.606445
	Iteration 96Q: 3 clusters Score -2.83867e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214006 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -28386718.000000 Penalty: 6106.606445
	Iteration 97Q: 3 clusters Score -2.838672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214056 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -28386700.000000 Penalty: 6106.606445
	Iteration 98Q: 3 clusters Score -2.83867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214103 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -28386650.000000 Penalty: 6106.606445
	Iteration 99Q: 3 clusters Score -2.838665e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214147 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -28386648.000000 Penalty: 6106.606445
	Iteration 100F: 3 clusters Score -2.838665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214192 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -28386648.000000 Penalty: 6106.606445
	Iteration 101Q: 3 clusters Score -2.838665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214238 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -28386650.000000 Penalty: 6106.606445
	Iteration 102Q: 3 clusters Score -2.838665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214290 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -28386668.000000 Penalty: 6106.606445
	Iteration 103Q: 3 clusters Score -2.838667e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214344 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -28386654.000000 Penalty: 6106.606445
	Iteration 104Q: 3 clusters Score -2.838665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -28386626.000000 Penalty: 6106.606445
	Iteration 105Q: 3 clusters Score -2.838663e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214443 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -28386640.000000 Penalty: 6106.606445
	Iteration 106Q: 3 clusters Score -2.838664e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214489 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -28386604.000000 Penalty: 6106.606445
	Iteration 107Q: 3 clusters Score -2.83866e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214529 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -28386610.000000 Penalty: 6106.606445
	Iteration 108Q: 3 clusters Score -2.838661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214569 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -28386616.000000 Penalty: 6106.606445
	Iteration 109Q: 3 clusters Score -2.838662e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214604 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -28386578.000000 Penalty: 6106.606445
	Iteration 110Q: 3 clusters Score -2.838658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214633 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -28386578.000000 Penalty: 6106.606445
	Iteration 111Q: 3 clusters Score -2.838658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -28386598.000000 Penalty: 6106.606445
	Iteration 112Q: 3 clusters Score -2.83866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214674 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -28386578.000000 Penalty: 6106.606445
	Iteration 113Q: 3 clusters Score -2.838658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214694 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -28386554.000000 Penalty: 6106.606445
	Iteration 114Q: 3 clusters Score -2.838655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214715 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -28386550.000000 Penalty: 6106.606445
	Iteration 115Q: 3 clusters Score -2.838655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214735 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -28386538.000000 Penalty: 6106.606445
	Iteration 116Q: 3 clusters Score -2.838654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214758 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -28386540.000000 Penalty: 6106.606445
	Iteration 117Q: 3 clusters Score -2.838654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214781 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -28386564.000000 Penalty: 6106.606445
	Iteration 118Q: 3 clusters Score -2.838656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214796 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -28386550.000000 Penalty: 6106.606445
	Iteration 119Q: 3 clusters Score -2.838655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214818 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -28386524.000000 Penalty: 6106.606445
	Iteration 120F: 3 clusters Score -2.838652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214839 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -28386508.000000 Penalty: 6106.606445
	Iteration 121Q: 3 clusters Score -2.838651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214860 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -28386514.000000 Penalty: 6106.606445
	Iteration 122Q: 3 clusters Score -2.838651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214878 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -28386512.000000 Penalty: 6106.606445
	Iteration 123Q: 3 clusters Score -2.838651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214901 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -28386486.000000 Penalty: 6106.606445
	Iteration 124Q: 3 clusters Score -2.838649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214916 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -28386510.000000 Penalty: 6106.606445
	Iteration 125Q: 3 clusters Score -2.838651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214935 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -28386516.000000 Penalty: 6106.606445
	Iteration 126Q: 3 clusters Score -2.838652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214948 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -28386484.000000 Penalty: 6106.606445
	Iteration 127Q: 3 clusters Score -2.838648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214957 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -28386486.000000 Penalty: 6106.606445
	Iteration 128Q: 3 clusters Score -2.838649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214973 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -28386498.000000 Penalty: 6106.606445
	Iteration 129Q: 3 clusters Score -2.83865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214990 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -28386494.000000 Penalty: 6106.606445
	Iteration 130Q: 3 clusters Score -2.838649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215007 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -28386480.000000 Penalty: 6106.606445
	Iteration 131Q: 3 clusters Score -2.838648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215032 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -28386454.000000 Penalty: 6106.606445
	Iteration 132Q: 3 clusters Score -2.838645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215057 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -28386432.000000 Penalty: 6106.606445
	Iteration 133Q: 3 clusters Score -2.838643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215083 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -28386402.000000 Penalty: 6106.606445
	Iteration 134Q: 3 clusters Score -2.83864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215112 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -28386412.000000 Penalty: 6106.606445
	Iteration 135Q: 3 clusters Score -2.838641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215137 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -28386424.000000 Penalty: 6106.606445
	Iteration 136Q: 3 clusters Score -2.838642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215160 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -28386414.000000 Penalty: 6106.606445
	Iteration 137Q: 3 clusters Score -2.838641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215188 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -28386414.000000 Penalty: 6106.606445
	Iteration 138Q: 3 clusters Score -2.838641e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215225 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -28386410.000000 Penalty: 6106.606445
	Iteration 139Q: 3 clusters Score -2.838641e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215267 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -28386388.000000 Penalty: 6106.606445
	Iteration 140F: 3 clusters Score -2.838639e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215320 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -28386376.000000 Penalty: 6106.606445
	Iteration 141Q: 3 clusters Score -2.838638e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215369 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -28386348.000000 Penalty: 6106.606445
	Iteration 142Q: 3 clusters Score -2.838635e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215419 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -28386334.000000 Penalty: 6106.606445
	Iteration 143Q: 3 clusters Score -2.838633e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215470 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -28386314.000000 Penalty: 6106.606445
	Iteration 144Q: 3 clusters Score -2.838631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -28386318.000000 Penalty: 6106.606445
	Iteration 145Q: 3 clusters Score -2.838632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215551 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -28386300.000000 Penalty: 6106.606445
	Iteration 146Q: 3 clusters Score -2.83863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215587 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -28386286.000000 Penalty: 6106.606445
	Iteration 147Q: 3 clusters Score -2.838629e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215622 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -28386302.000000 Penalty: 6106.606445
	Iteration 148Q: 3 clusters Score -2.83863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215658 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -28386308.000000 Penalty: 6106.606445
	Iteration 149Q: 3 clusters Score -2.838631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215681 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -28386300.000000 Penalty: 6106.606445
	Iteration 150Q: 3 clusters Score -2.83863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215706 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -28386300.000000 Penalty: 6106.606445
	Iteration 151Q: 3 clusters Score -2.83863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215728 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -28386324.000000 Penalty: 6106.606445
	Iteration 152Q: 3 clusters Score -2.838632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215751 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -28386286.000000 Penalty: 6106.606445
	Iteration 153Q: 3 clusters Score -2.838629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215766 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -28386260.000000 Penalty: 6106.606445
	Iteration 154Q: 3 clusters Score -2.838626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215779 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -28386250.000000 Penalty: 6106.606445
	Iteration 155Q: 3 clusters Score -2.838625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215797 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -28386248.000000 Penalty: 6106.606445
	Iteration 156Q: 3 clusters Score -2.838625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215811 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -28386246.000000 Penalty: 6106.606445
	Iteration 157Q: 3 clusters Score -2.838625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215821 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -28386240.000000 Penalty: 6106.606445
	Iteration 158Q: 3 clusters Score -2.838624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215827 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -28386244.000000 Penalty: 6106.606445
	Iteration 159Q: 3 clusters Score -2.838624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215835 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -28386238.000000 Penalty: 6106.606445
	Iteration 160F: 3 clusters Score -2.838624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215841 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -28386240.000000 Penalty: 6106.606445
	Iteration 161Q: 3 clusters Score -2.838624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215846 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -28386232.000000 Penalty: 6106.606445
	Iteration 162Q: 3 clusters Score -2.838623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215851 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -28386240.000000 Penalty: 6106.606445
	Iteration 163Q: 3 clusters Score -2.838624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215859 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -28386234.000000 Penalty: 6106.606445
	Iteration 164Q: 3 clusters Score -2.838623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215863 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -28386232.000000 Penalty: 6106.606445
	Iteration 165Q: 3 clusters Score -2.838623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215867 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -28386228.000000 Penalty: 6106.606445
	Iteration 166Q: 3 clusters Score -2.838623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215868 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -28386234.000000 Penalty: 6106.606445
	Iteration 167Q: 3 clusters Score -2.838623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215870 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -28386242.000000 Penalty: 6106.606445
	Iteration 168Q: 3 clusters Score -2.838624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215871 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -28386248.000000 Penalty: 6106.606445
	Iteration 169Q: 3 clusters Score -2.838625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215872 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -28386236.000000 Penalty: 6106.606445
	Iteration 170Q: 3 clusters Score -2.838624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215873 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -28386240.000000 Penalty: 6106.606445
	Iteration 171Q: 3 clusters Score -2.838624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215873 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -28386240.000000 Penalty: 6106.606445
	Iteration 172F: 3 clusters Score -2.838624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Entering Unmasked Estep 
Score: -12498142.000000 Penalty: 2846.727051
	Iteration 0F: 2 clusters Score -1.249814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -12433304.000000 Penalty: 5693.454102
	Iteration 0F: 3 clusters Score -1.24333e+07 nChanged 45669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -12458955.000000 Penalty: 5693.454102
	Iteration 1F: 3 clusters Score -1.245896e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -12459592.000000 Penalty: 5693.454102
	Iteration 2Q: 3 clusters Score -1.245959e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -12460295.000000 Penalty: 5693.454102
	Iteration 3Q: 3 clusters Score -1.24603e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -12461104.000000 Penalty: 5693.454102
	Iteration 4Q: 3 clusters Score -1.24611e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -12462446.000000 Penalty: 5693.454102
	Iteration 5Q: 3 clusters Score -1.246245e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -12464415.000000 Penalty: 5693.454102
	Iteration 6Q: 3 clusters Score -1.246442e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -12467771.000000 Penalty: 5693.454102
	Iteration 7F: 3 clusters Score -1.246777e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -12472726.000000 Penalty: 5693.454102
	Iteration 8F: 3 clusters Score -1.247273e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -12479399.000000 Penalty: 5693.454102
	Iteration 9F: 3 clusters Score -1.24794e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -12486120.000000 Penalty: 5693.454102
	Iteration 10F: 3 clusters Score -1.248612e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -12491408.000000 Penalty: 5693.454102
	Iteration 11F: 3 clusters Score -1.249141e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -12494055.000000 Penalty: 5693.454102
	Iteration 12Q: 3 clusters Score -1.249406e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 95916 members 
Entering Unmasked Estep 
Score: -12494999.000000 Penalty: 5693.454102
	Iteration 13Q: 3 clusters Score -1.2495e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -12495353.000000 Penalty: 5693.454102
	Iteration 14Q: 3 clusters Score -1.249535e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -12495484.000000 Penalty: 5693.454102
	Iteration 15Q: 3 clusters Score -1.249548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12495541.000000 Penalty: 5693.454102
	Iteration 16Q: 3 clusters Score -1.249554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -12495552.000000 Penalty: 5693.454102
	Iteration 17Q: 3 clusters Score -1.249555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -12495576.000000 Penalty: 5693.454102
	Iteration 18Q: 3 clusters Score -1.249558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -12495584.000000 Penalty: 5693.454102
	Iteration 19Q: 3 clusters Score -1.249558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -12495587.000000 Penalty: 5693.454102
	Iteration 20F: 3 clusters Score -1.249559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -12495604.000000 Penalty: 5693.454102
	Iteration 21Q: 3 clusters Score -1.24956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96399 members 
Entering Unmasked Estep 
Score: -12495615.000000 Penalty: 5693.454102
	Iteration 22Q: 3 clusters Score -1.249562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -12495618.000000 Penalty: 5693.454102
	Iteration 23Q: 3 clusters Score -1.249562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -12495626.000000 Penalty: 5693.454102
	Iteration 24Q: 3 clusters Score -1.249563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -12495636.000000 Penalty: 5693.454102
	Iteration 25Q: 3 clusters Score -1.249564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -12495633.000000 Penalty: 5693.454102
	Iteration 26Q: 3 clusters Score -1.249563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -12495638.000000 Penalty: 5693.454102
	Iteration 27Q: 3 clusters Score -1.249564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -12495638.000000 Penalty: 5693.454102
	Iteration 28F: 3 clusters Score -1.249564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Entering Unmasked Estep 
Score: -4449119.000000 Penalty: 2586.102295
	Iteration 0F: 2 clusters Score -4449119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4426071.000000 Penalty: 5172.204590
	Iteration 0F: 3 clusters Score -4426071 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4434448.000000 Penalty: 5172.204590
	Iteration 1F: 3 clusters Score -4434448 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4434837.500000 Penalty: 5172.204590
	Iteration 2Q: 3 clusters Score -4434838 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4435211.000000 Penalty: 5172.204590
	Iteration 3Q: 3 clusters Score -4435211 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4435595.000000 Penalty: 5172.204590
	Iteration 4Q: 3 clusters Score -4435595 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4436043.500000 Penalty: 5172.204590
	Iteration 5Q: 3 clusters Score -4436044 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4436702.000000 Penalty: 5172.204590
	Iteration 6Q: 3 clusters Score -4436702 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4437639.500000 Penalty: 5172.204590
	Iteration 7F: 3 clusters Score -4437640 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4439048.000000 Penalty: 5172.204590
	Iteration 8F: 3 clusters Score -4439048 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -4441083.500000 Penalty: 5172.204590
	Iteration 9F: 3 clusters Score -4441084 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4443333.500000 Penalty: 5172.204590
	Iteration 10F: 3 clusters Score -4443334 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4445030.500000 Penalty: 5172.204590
	Iteration 11F: 3 clusters Score -4445030 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4445987.000000 Penalty: 5172.204590
	Iteration 12Q: 3 clusters Score -4445987 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4446382.000000 Penalty: 5172.204590
	Iteration 13Q: 3 clusters Score -4446382 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4446588.000000 Penalty: 5172.204590
	Iteration 14Q: 3 clusters Score -4446588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -4446673.000000 Penalty: 5172.204590
	Iteration 15Q: 3 clusters Score -4446673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4446708.000000 Penalty: 5172.204590
	Iteration 16Q: 3 clusters Score -4446708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4446739.500000 Penalty: 5172.204590
	Iteration 17Q: 3 clusters Score -4446740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4446767.500000 Penalty: 5172.204590
	Iteration 18Q: 3 clusters Score -4446768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4446777.500000 Penalty: 5172.204590
	Iteration 19Q: 3 clusters Score -4446778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4446793.500000 Penalty: 5172.204590
	Iteration 20F: 3 clusters Score -4446794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4446790.500000 Penalty: 5172.204590
	Iteration 21Q: 3 clusters Score -4446790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4446798.000000 Penalty: 5172.204590
	Iteration 22Q: 3 clusters Score -4446798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4446803.000000 Penalty: 5172.204590
	Iteration 23Q: 3 clusters Score -4446803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4446813.500000 Penalty: 5172.204590
	Iteration 24Q: 3 clusters Score -4446814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4446816.000000 Penalty: 5172.204590
	Iteration 25Q: 3 clusters Score -4446816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4446823.500000 Penalty: 5172.204590
	Iteration 26Q: 3 clusters Score -4446824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4446828.500000 Penalty: 5172.204590
	Iteration 27Q: 3 clusters Score -4446828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4446833.500000 Penalty: 5172.204590
	Iteration 28Q: 3 clusters Score -4446834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -4446840.500000 Penalty: 5172.204590
	Iteration 29Q: 3 clusters Score -4446840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4446850.500000 Penalty: 5172.204590
	Iteration 30Q: 3 clusters Score -4446850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4446850.500000 Penalty: 5172.204590
	Iteration 31F: 3 clusters Score -4446850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -238686.296875 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -238686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -236075.687500 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -236075.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236532.781250 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -236532.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -236641.593750 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -236641.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -236698.515625 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -236698.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -236734.875000 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -236734.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -236760.953125 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -236761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -236778.531250 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -236778.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -236790.796875 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -236790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -236802.015625 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -236802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -236811.437500 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -236811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -236818.296875 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -236818.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -236824.281250 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -236824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236830.312500 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -236830.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -236834.984375 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -236835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -236839.109375 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -236839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236842.234375 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -236842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236844.796875 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -236844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -236845.765625 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -236845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236846.046875 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -236846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236846.046875 Penalty: 3770.791016
	Iteration 19F: 3 clusters Score -236846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Entering Unmasked Estep 
Score: -3959887.500000 Penalty: 2563.750000
	Iteration 0F: 2 clusters Score -3959888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3938769.000000 Penalty: 5127.500000
	Iteration 0F: 3 clusters Score -3938769 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3946163.500000 Penalty: 5127.500000
	Iteration 1F: 3 clusters Score -3946164 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3946573.500000 Penalty: 5127.500000
	Iteration 2Q: 3 clusters Score -3946574 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3946885.250000 Penalty: 5127.500000
	Iteration 3Q: 3 clusters Score -3946885 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3947204.000000 Penalty: 5127.500000
	Iteration 4Q: 3 clusters Score -3947204 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3947571.500000 Penalty: 5127.500000
	Iteration 5Q: 3 clusters Score -3947572 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3948026.500000 Penalty: 5127.500000
	Iteration 6Q: 3 clusters Score -3948026 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3948651.000000 Penalty: 5127.500000
	Iteration 7Q: 3 clusters Score -3948651 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3949573.500000 Penalty: 5127.500000
	Iteration 8F: 3 clusters Score -3949574 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3950923.500000 Penalty: 5127.500000
	Iteration 9F: 3 clusters Score -3950924 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3952544.250000 Penalty: 5127.500000
	Iteration 10F: 3 clusters Score -3952544 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3954204.500000 Penalty: 5127.500000
	Iteration 11F: 3 clusters Score -3954204 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3955587.000000 Penalty: 5127.500000
	Iteration 12Q: 3 clusters Score -3955587 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3956501.250000 Penalty: 5127.500000
	Iteration 13Q: 3 clusters Score -3956501 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -3957028.750000 Penalty: 5127.500000
	Iteration 14Q: 3 clusters Score -3957029 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3957310.000000 Penalty: 5127.500000
	Iteration 15Q: 3 clusters Score -3957310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3957432.000000 Penalty: 5127.500000
	Iteration 16Q: 3 clusters Score -3957432 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3957518.500000 Penalty: 5127.500000
	Iteration 17Q: 3 clusters Score -3957518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3957570.500000 Penalty: 5127.500000
	Iteration 18Q: 3 clusters Score -3957570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3957599.250000 Penalty: 5127.500000
	Iteration 19Q: 3 clusters Score -3957599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3957620.750000 Penalty: 5127.500000
	Iteration 20F: 3 clusters Score -3957621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3957638.250000 Penalty: 5127.500000
	Iteration 21Q: 3 clusters Score -3957638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3957642.500000 Penalty: 5127.500000
	Iteration 22Q: 3 clusters Score -3957642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3957651.500000 Penalty: 5127.500000
	Iteration 23Q: 3 clusters Score -3957652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -3957651.000000 Penalty: 5127.500000
	Iteration 24Q: 3 clusters Score -3957651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3957655.500000 Penalty: 5127.500000
	Iteration 25Q: 3 clusters Score -3957656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3957655.500000 Penalty: 5127.500000
	Iteration 26F: 3 clusters Score -3957656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (65248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Entering Unmasked Estep 
Score: -8447238.000000 Penalty: 2749.315918
	Iteration 0F: 2 clusters Score -8447238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8403191.000000 Penalty: 5498.631836
	Iteration 0F: 3 clusters Score -8403191 nChanged 30651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -8420271.000000 Penalty: 5498.631836
	Iteration 1F: 3 clusters Score -8420271 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -8420810.000000 Penalty: 5498.631836
	Iteration 2Q: 3 clusters Score -8420810 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -8421354.000000 Penalty: 5498.631836
	Iteration 3Q: 3 clusters Score -8421354 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -8421818.000000 Penalty: 5498.631836
	Iteration 4Q: 3 clusters Score -8421818 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -8422296.000000 Penalty: 5498.631836
	Iteration 5Q: 3 clusters Score -8422296 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -8422731.000000 Penalty: 5498.631836
	Iteration 6Q: 3 clusters Score -8422731 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -8423206.000000 Penalty: 5498.631836
	Iteration 7Q: 3 clusters Score -8423206 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -8423767.000000 Penalty: 5498.631836
	Iteration 8Q: 3 clusters Score -8423767 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -8424509.000000 Penalty: 5498.631836
	Iteration 9Q: 3 clusters Score -8424509 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -8425518.000000 Penalty: 5498.631836
	Iteration 10Q: 3 clusters Score -8425518 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -8427174.000000 Penalty: 5498.631836
	Iteration 11Q: 3 clusters Score -8427174 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8429626.000000 Penalty: 5498.631836
	Iteration 12F: 3 clusters Score -8429626 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -8432444.000000 Penalty: 5498.631836
	Iteration 13F: 3 clusters Score -8432444 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -8434495.000000 Penalty: 5498.631836
	Iteration 14F: 3 clusters Score -8434495 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -8435414.000000 Penalty: 5498.631836
	Iteration 15Q: 3 clusters Score -8435414 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -8435830.000000 Penalty: 5498.631836
	Iteration 16Q: 3 clusters Score -8435830 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -8436252.000000 Penalty: 5498.631836
	Iteration 17Q: 3 clusters Score -8436252 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -8436627.000000 Penalty: 5498.631836
	Iteration 18Q: 3 clusters Score -8436627 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -8436989.000000 Penalty: 5498.631836
	Iteration 19Q: 3 clusters Score -8436989 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8437338.000000 Penalty: 5498.631836
	Iteration 20F: 3 clusters Score -8437338 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -8437627.000000 Penalty: 5498.631836
	Iteration 21Q: 3 clusters Score -8437627 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8437935.000000 Penalty: 5498.631836
	Iteration 22Q: 3 clusters Score -8437935 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -8438172.000000 Penalty: 5498.631836
	Iteration 23Q: 3 clusters Score -8438172 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -8438413.000000 Penalty: 5498.631836
	Iteration 24Q: 3 clusters Score -8438413 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8438632.000000 Penalty: 5498.631836
	Iteration 25Q: 3 clusters Score -8438632 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -8438896.000000 Penalty: 5498.631836
	Iteration 26Q: 3 clusters Score -8438896 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -8439167.000000 Penalty: 5498.631836
	Iteration 27Q: 3 clusters Score -8439167 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8439429.000000 Penalty: 5498.631836
	Iteration 28Q: 3 clusters Score -8439429 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -8439653.000000 Penalty: 5498.631836
	Iteration 29Q: 3 clusters Score -8439653 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -8439849.000000 Penalty: 5498.631836
	Iteration 30Q: 3 clusters Score -8439849 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -8440078.000000 Penalty: 5498.631836
	Iteration 31Q: 3 clusters Score -8440078 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -8440324.000000 Penalty: 5498.631836
	Iteration 32Q: 3 clusters Score -8440324 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -8440504.000000 Penalty: 5498.631836
	Iteration 33Q: 3 clusters Score -8440504 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -8440663.000000 Penalty: 5498.631836
	Iteration 34Q: 3 clusters Score -8440663 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -8440856.000000 Penalty: 5498.631836
	Iteration 35Q: 3 clusters Score -8440856 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -8441032.000000 Penalty: 5498.631836
	Iteration 36Q: 3 clusters Score -8441032 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8441223.000000 Penalty: 5498.631836
	Iteration 37Q: 3 clusters Score -8441223 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8441400.000000 Penalty: 5498.631836
	Iteration 38Q: 3 clusters Score -8441400 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8441549.000000 Penalty: 5498.631836
	Iteration 39Q: 3 clusters Score -8441549 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -8441747.000000 Penalty: 5498.631836
	Iteration 40F: 3 clusters Score -8441747 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -8441910.000000 Penalty: 5498.631836
	Iteration 41Q: 3 clusters Score -8441910 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -8442110.000000 Penalty: 5498.631836
	Iteration 42Q: 3 clusters Score -8442110 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -8442298.000000 Penalty: 5498.631836
	Iteration 43Q: 3 clusters Score -8442298 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -8442452.000000 Penalty: 5498.631836
	Iteration 44Q: 3 clusters Score -8442452 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -8442649.000000 Penalty: 5498.631836
	Iteration 45Q: 3 clusters Score -8442649 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -8442804.000000 Penalty: 5498.631836
	Iteration 46Q: 3 clusters Score -8442804 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8442945.000000 Penalty: 5498.631836
	Iteration 47Q: 3 clusters Score -8442945 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -8443084.000000 Penalty: 5498.631836
	Iteration 48Q: 3 clusters Score -8443084 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8443253.000000 Penalty: 5498.631836
	Iteration 49Q: 3 clusters Score -8443253 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -8443394.000000 Penalty: 5498.631836
	Iteration 50Q: 3 clusters Score -8443394 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -8443532.000000 Penalty: 5498.631836
	Iteration 51Q: 3 clusters Score -8443532 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -8443645.000000 Penalty: 5498.631836
	Iteration 52Q: 3 clusters Score -8443645 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -8443742.000000 Penalty: 5498.631836
	Iteration 53Q: 3 clusters Score -8443742 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -8443901.000000 Penalty: 5498.631836
	Iteration 54Q: 3 clusters Score -8443901 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -8444022.000000 Penalty: 5498.631836
	Iteration 55Q: 3 clusters Score -8444022 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -8444135.000000 Penalty: 5498.631836
	Iteration 56Q: 3 clusters Score -8444135 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8444208.000000 Penalty: 5498.631836
	Iteration 57Q: 3 clusters Score -8444208 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8444337.000000 Penalty: 5498.631836
	Iteration 58Q: 3 clusters Score -8444337 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -8444421.000000 Penalty: 5498.631836
	Iteration 59Q: 3 clusters Score -8444421 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -8444536.000000 Penalty: 5498.631836
	Iteration 60F: 3 clusters Score -8444536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -8444649.000000 Penalty: 5498.631836
	Iteration 61Q: 3 clusters Score -8444649 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -8444697.000000 Penalty: 5498.631836
	Iteration 62Q: 3 clusters Score -8444697 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -8444756.000000 Penalty: 5498.631836
	Iteration 63Q: 3 clusters Score -8444756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8444789.000000 Penalty: 5498.631836
	Iteration 64Q: 3 clusters Score -8444789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -8444835.000000 Penalty: 5498.631836
	Iteration 65Q: 3 clusters Score -8444835 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8444891.000000 Penalty: 5498.631836
	Iteration 66Q: 3 clusters Score -8444891 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8444962.000000 Penalty: 5498.631836
	Iteration 67Q: 3 clusters Score -8444962 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8445002.000000 Penalty: 5498.631836
	Iteration 68Q: 3 clusters Score -8445002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8445024.000000 Penalty: 5498.631836
	Iteration 69Q: 3 clusters Score -8445024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8445077.000000 Penalty: 5498.631836
	Iteration 70Q: 3 clusters Score -8445077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8445128.000000 Penalty: 5498.631836
	Iteration 71Q: 3 clusters Score -8445128 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8445158.000000 Penalty: 5498.631836
	Iteration 72Q: 3 clusters Score -8445158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8445198.000000 Penalty: 5498.631836
	Iteration 73Q: 3 clusters Score -8445198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8445227.000000 Penalty: 5498.631836
	Iteration 74Q: 3 clusters Score -8445227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8445262.000000 Penalty: 5498.631836
	Iteration 75Q: 3 clusters Score -8445262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8445264.000000 Penalty: 5498.631836
	Iteration 76Q: 3 clusters Score -8445264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8445276.000000 Penalty: 5498.631836
	Iteration 77Q: 3 clusters Score -8445276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8445295.000000 Penalty: 5498.631836
	Iteration 78Q: 3 clusters Score -8445295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8445310.000000 Penalty: 5498.631836
	Iteration 79Q: 3 clusters Score -8445310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8445301.000000 Penalty: 5498.631836
	Iteration 80F: 3 clusters Score -8445301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8445323.000000 Penalty: 5498.631836
	Iteration 81Q: 3 clusters Score -8445323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8445318.000000 Penalty: 5498.631836
	Iteration 82Q: 3 clusters Score -8445318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8445322.000000 Penalty: 5498.631836
	Iteration 83Q: 3 clusters Score -8445322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8445325.000000 Penalty: 5498.631836
	Iteration 84Q: 3 clusters Score -8445325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8445331.000000 Penalty: 5498.631836
	Iteration 85Q: 3 clusters Score -8445331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8445346.000000 Penalty: 5498.631836
	Iteration 86Q: 3 clusters Score -8445346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8445363.000000 Penalty: 5498.631836
	Iteration 87Q: 3 clusters Score -8445363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8445376.000000 Penalty: 5498.631836
	Iteration 88Q: 3 clusters Score -8445376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8445372.000000 Penalty: 5498.631836
	Iteration 89Q: 3 clusters Score -8445372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8445372.000000 Penalty: 5498.631836
	Iteration 90Q: 3 clusters Score -8445372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8445368.000000 Penalty: 5498.631836
	Iteration 91Q: 3 clusters Score -8445368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8445372.000000 Penalty: 5498.631836
	Iteration 92Q: 3 clusters Score -8445372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8445368.000000 Penalty: 5498.631836
	Iteration 93Q: 3 clusters Score -8445368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8445371.000000 Penalty: 5498.631836
	Iteration 94Q: 3 clusters Score -8445371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8445375.000000 Penalty: 5498.631836
	Iteration 95Q: 3 clusters Score -8445375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8445368.000000 Penalty: 5498.631836
	Iteration 96Q: 3 clusters Score -8445368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8445369.000000 Penalty: 5498.631836
	Iteration 97Q: 3 clusters Score -8445369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8445380.000000 Penalty: 5498.631836
	Iteration 98Q: 3 clusters Score -8445380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8445387.000000 Penalty: 5498.631836
	Iteration 99Q: 3 clusters Score -8445387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8445390.000000 Penalty: 5498.631836
	Iteration 100F: 3 clusters Score -8445390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8445390.000000 Penalty: 5498.631836
	Iteration 101Q: 3 clusters Score -8445390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8445395.000000 Penalty: 5498.631836
	Iteration 102Q: 3 clusters Score -8445395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8445393.000000 Penalty: 5498.631836
	Iteration 103Q: 3 clusters Score -8445393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8445389.000000 Penalty: 5498.631836
	Iteration 104Q: 3 clusters Score -8445389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8445395.000000 Penalty: 5498.631836
	Iteration 105Q: 3 clusters Score -8445395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8445386.000000 Penalty: 5498.631836
	Iteration 106Q: 3 clusters Score -8445386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8445402.000000 Penalty: 5498.631836
	Iteration 107Q: 3 clusters Score -8445402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8445408.000000 Penalty: 5498.631836
	Iteration 108Q: 3 clusters Score -8445408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8445406.000000 Penalty: 5498.631836
	Iteration 109Q: 3 clusters Score -8445406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8445416.000000 Penalty: 5498.631836
	Iteration 110Q: 3 clusters Score -8445416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8445400.000000 Penalty: 5498.631836
	Iteration 111Q: 3 clusters Score -8445400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8445401.000000 Penalty: 5498.631836
	Iteration 112Q: 3 clusters Score -8445401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8445402.000000 Penalty: 5498.631836
	Iteration 113Q: 3 clusters Score -8445402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8445403.000000 Penalty: 5498.631836
	Iteration 114Q: 3 clusters Score -8445403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8445412.000000 Penalty: 5498.631836
	Iteration 115Q: 3 clusters Score -8445412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8445417.000000 Penalty: 5498.631836
	Iteration 116Q: 3 clusters Score -8445417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8445420.000000 Penalty: 5498.631836
	Iteration 117Q: 3 clusters Score -8445420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8445417.000000 Penalty: 5498.631836
	Iteration 118Q: 3 clusters Score -8445417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8445423.000000 Penalty: 5498.631836
	Iteration 119Q: 3 clusters Score -8445423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8445431.000000 Penalty: 5498.631836
	Iteration 120F: 3 clusters Score -8445431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8445435.000000 Penalty: 5498.631836
	Iteration 121Q: 3 clusters Score -8445435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8445432.000000 Penalty: 5498.631836
	Iteration 122Q: 3 clusters Score -8445432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8445429.000000 Penalty: 5498.631836
	Iteration 123Q: 3 clusters Score -8445429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8445435.000000 Penalty: 5498.631836
	Iteration 124Q: 3 clusters Score -8445435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8445427.000000 Penalty: 5498.631836
	Iteration 125Q: 3 clusters Score -8445427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8445427.000000 Penalty: 5498.631836
	Iteration 126F: 3 clusters Score -8445427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113156 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 74950 members 
Mstep: Class 8 contains 187331 members 
Mstep: Class 9 contains 166849 members 
Mstep: Class 10 contains 181292 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222283 members 
Mstep: Class 18 contains 96639 members 
Mstep: Class 19 contains 33787 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 30875 members 
Mstep: Class 22 contains 65248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149693952.000000 Penalty: 65918.976562
Iteration 159Q: 20 clusters Score -1.49694e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113145 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 74984 members 
Mstep: Class 8 contains 187397 members 
Mstep: Class 9 contains 166853 members 
Mstep: Class 10 contains 181227 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222275 members 
Mstep: Class 18 contains 96625 members 
Mstep: Class 19 contains 33759 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 30902 members 
Mstep: Class 22 contains 65230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149693824.000000 Penalty: 65918.976562
Iteration 160F: 20 clusters Score -1.496938e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113138 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75027 members 
Mstep: Class 8 contains 187452 members 
Mstep: Class 9 contains 166862 members 
Mstep: Class 10 contains 181190 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222244 members 
Mstep: Class 18 contains 96606 members 
Mstep: Class 19 contains 33741 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 30920 members 
Mstep: Class 22 contains 65197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149693888.000000 Penalty: 65918.976562
Iteration 161Q: 20 clusters Score -1.496939e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113138 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75086 members 
Mstep: Class 8 contains 187458 members 
Mstep: Class 9 contains 166886 members 
Mstep: Class 10 contains 181177 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222215 members 
Mstep: Class 18 contains 96571 members 
Mstep: Class 19 contains 33708 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 30948 members 
Mstep: Class 22 contains 65175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694048.000000 Penalty: 65918.976562
Iteration 162Q: 20 clusters Score -1.49694e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113137 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75154 members 
Mstep: Class 8 contains 187451 members 
Mstep: Class 9 contains 166888 members 
Mstep: Class 10 contains 181183 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222168 members 
Mstep: Class 18 contains 96556 members 
Mstep: Class 19 contains 33684 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 30969 members 
Mstep: Class 22 contains 65157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 20 clusters Score -1.496941e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113146 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75208 members 
Mstep: Class 8 contains 187453 members 
Mstep: Class 9 contains 166886 members 
Mstep: Class 10 contains 181176 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222154 members 
Mstep: Class 18 contains 96541 members 
Mstep: Class 19 contains 33651 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 30984 members 
Mstep: Class 22 contains 65137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 20 clusters Score -1.496941e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113161 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 75277 members 
Mstep: Class 8 contains 187423 members 
Mstep: Class 9 contains 166890 members 
Mstep: Class 10 contains 181159 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222155 members 
Mstep: Class 18 contains 96522 members 
Mstep: Class 19 contains 33623 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 65128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 20 clusters Score -1.496941e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113180 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 75323 members 
Mstep: Class 8 contains 187370 members 
Mstep: Class 9 contains 166901 members 
Mstep: Class 10 contains 181114 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222195 members 
Mstep: Class 18 contains 96497 members 
Mstep: Class 19 contains 33604 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 31012 members 
Mstep: Class 22 contains 65126 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 20 clusters Score -1.496944e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113195 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75365 members 
Mstep: Class 8 contains 187326 members 
Mstep: Class 9 contains 166927 members 
Mstep: Class 10 contains 181100 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222187 members 
Mstep: Class 18 contains 96471 members 
Mstep: Class 19 contains 33571 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 31040 members 
Mstep: Class 22 contains 65133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 20 clusters Score -1.496943e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113199 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75407 members 
Mstep: Class 8 contains 187306 members 
Mstep: Class 9 contains 166967 members 
Mstep: Class 10 contains 181090 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222205 members 
Mstep: Class 18 contains 96447 members 
Mstep: Class 19 contains 33517 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 31042 members 
Mstep: Class 22 contains 65128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 20 clusters Score -1.496942e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113208 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75431 members 
Mstep: Class 8 contains 187302 members 
Mstep: Class 9 contains 166998 members 
Mstep: Class 10 contains 181086 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222221 members 
Mstep: Class 18 contains 96434 members 
Mstep: Class 19 contains 33460 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 31053 members 
Mstep: Class 22 contains 65109 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -1.496941e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113225 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75468 members 
Mstep: Class 8 contains 187292 members 
Mstep: Class 9 contains 167014 members 
Mstep: Class 10 contains 181066 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222209 members 
Mstep: Class 18 contains 96431 members 
Mstep: Class 19 contains 33426 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31058 members 
Mstep: Class 22 contains 65102 members 
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Iteration 170Q: 20 clusters Score -1.496943e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113232 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75496 members 
Mstep: Class 8 contains 187313 members 
Mstep: Class 9 contains 167023 members 
Mstep: Class 10 contains 181038 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222208 members 
Mstep: Class 18 contains 96431 members 
Mstep: Class 19 contains 33388 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31056 members 
Mstep: Class 22 contains 65094 members 
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Iteration 171Q: 20 clusters Score -1.496946e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113238 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75514 members 
Mstep: Class 8 contains 187339 members 
Mstep: Class 9 contains 167023 members 
Mstep: Class 10 contains 181020 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222220 members 
Mstep: Class 18 contains 96411 members 
Mstep: Class 19 contains 33344 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31067 members 
Mstep: Class 22 contains 65091 members 
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Iteration 172Q: 20 clusters Score -1.496946e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113251 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75532 members 
Mstep: Class 8 contains 187341 members 
Mstep: Class 9 contains 167057 members 
Mstep: Class 10 contains 180984 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222255 members 
Mstep: Class 18 contains 96399 members 
Mstep: Class 19 contains 33282 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 31070 members 
Mstep: Class 22 contains 65086 members 
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Iteration 173Q: 20 clusters Score -1.496947e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113255 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75538 members 
Mstep: Class 8 contains 187372 members 
Mstep: Class 9 contains 167069 members 
Mstep: Class 10 contains 180968 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222281 members 
Mstep: Class 18 contains 96385 members 
Mstep: Class 19 contains 33226 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31063 members 
Mstep: Class 22 contains 65091 members 
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Iteration 174Q: 20 clusters Score -1.496948e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113262 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75559 members 
Mstep: Class 8 contains 187434 members 
Mstep: Class 9 contains 167086 members 
Mstep: Class 10 contains 180958 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222295 members 
Mstep: Class 18 contains 96369 members 
Mstep: Class 19 contains 33150 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31051 members 
Mstep: Class 22 contains 65074 members 
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Iteration 175Q: 20 clusters Score -1.496947e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113259 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75573 members 
Mstep: Class 8 contains 187482 members 
Mstep: Class 9 contains 167104 members 
Mstep: Class 10 contains 180939 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222326 members 
Mstep: Class 18 contains 96357 members 
Mstep: Class 19 contains 33085 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 31051 members 
Mstep: Class 22 contains 65052 members 
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Iteration 176Q: 20 clusters Score -1.496949e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113238 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75590 members 
Mstep: Class 8 contains 187523 members 
Mstep: Class 9 contains 167112 members 
Mstep: Class 10 contains 180918 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222366 members 
Mstep: Class 18 contains 96354 members 
Mstep: Class 19 contains 33035 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 31050 members 
Mstep: Class 22 contains 65037 members 
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Iteration 177Q: 20 clusters Score -1.496948e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113217 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75615 members 
Mstep: Class 8 contains 187583 members 
Mstep: Class 9 contains 167109 members 
Mstep: Class 10 contains 180902 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222385 members 
Mstep: Class 18 contains 96340 members 
Mstep: Class 19 contains 32992 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 31054 members 
Mstep: Class 22 contains 65025 members 
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Iteration 178Q: 20 clusters Score -1.496947e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113205 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75643 members 
Mstep: Class 8 contains 187611 members 
Mstep: Class 9 contains 167127 members 
Mstep: Class 10 contains 180909 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222409 members 
Mstep: Class 18 contains 96336 members 
Mstep: Class 19 contains 32918 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31054 members 
Mstep: Class 22 contains 65008 members 
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Iteration 179Q: 20 clusters Score -1.496947e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113198 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 75655 members 
Mstep: Class 8 contains 187674 members 
Mstep: Class 9 contains 167110 members 
Mstep: Class 10 contains 180895 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222447 members 
Mstep: Class 18 contains 96348 members 
Mstep: Class 19 contains 32856 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31049 members 
Mstep: Class 22 contains 64982 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -1.496947e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113193 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75677 members 
Mstep: Class 8 contains 187721 members 
Mstep: Class 9 contains 167088 members 
Mstep: Class 10 contains 180880 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222472 members 
Mstep: Class 18 contains 96356 members 
Mstep: Class 19 contains 32812 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31057 members 
Mstep: Class 22 contains 64954 members 
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Iteration 181Q: 20 clusters Score -1.496947e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113197 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75687 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 9 contains 167080 members 
Mstep: Class 10 contains 180885 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222470 members 
Mstep: Class 18 contains 96365 members 
Mstep: Class 19 contains 32754 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31056 members 
Mstep: Class 22 contains 64934 members 
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Iteration 182Q: 20 clusters Score -1.496948e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113199 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75700 members 
Mstep: Class 8 contains 187853 members 
Mstep: Class 9 contains 167072 members 
Mstep: Class 10 contains 180859 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222489 members 
Mstep: Class 18 contains 96377 members 
Mstep: Class 19 contains 32670 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31070 members 
Mstep: Class 22 contains 64907 members 
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Iteration 183Q: 20 clusters Score -1.496948e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113205 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75707 members 
Mstep: Class 8 contains 187956 members 
Mstep: Class 9 contains 167053 members 
Mstep: Class 10 contains 180847 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222495 members 
Mstep: Class 18 contains 96390 members 
Mstep: Class 19 contains 32575 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 31081 members 
Mstep: Class 22 contains 64883 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -1.49695e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113207 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 75700 members 
Mstep: Class 8 contains 188050 members 
Mstep: Class 9 contains 167031 members 
Mstep: Class 10 contains 180829 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222527 members 
Mstep: Class 18 contains 96394 members 
Mstep: Class 19 contains 32495 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 31088 members 
Mstep: Class 22 contains 64863 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -1.496948e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113229 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 75690 members 
Mstep: Class 8 contains 188153 members 
Mstep: Class 9 contains 166998 members 
Mstep: Class 10 contains 180822 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222569 members 
Mstep: Class 18 contains 96393 members 
Mstep: Class 19 contains 32395 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 31081 members 
Mstep: Class 22 contains 64836 members 
Entering Unmasked Estep 
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Iteration 186Q: 20 clusters Score -1.496947e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113244 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 75702 members 
Mstep: Class 8 contains 188247 members 
Mstep: Class 9 contains 166989 members 
Mstep: Class 10 contains 180788 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222584 members 
Mstep: Class 18 contains 96409 members 
Mstep: Class 19 contains 32303 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 31080 members 
Mstep: Class 22 contains 64810 members 
Entering Unmasked Estep 
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Iteration 187Q: 20 clusters Score -1.49695e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113266 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 75732 members 
Mstep: Class 8 contains 188344 members 
Mstep: Class 9 contains 166957 members 
Mstep: Class 10 contains 180772 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222571 members 
Mstep: Class 18 contains 96420 members 
Mstep: Class 19 contains 32219 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31081 members 
Mstep: Class 22 contains 64788 members 
Entering Unmasked Estep 
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Iteration 188Q: 20 clusters Score -1.496951e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113324 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75754 members 
Mstep: Class 8 contains 188416 members 
Mstep: Class 9 contains 166921 members 
Mstep: Class 10 contains 180738 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 18 contains 96429 members 
Mstep: Class 19 contains 32128 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31082 members 
Mstep: Class 22 contains 64774 members 
Entering Unmasked Estep 
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Iteration 189Q: 20 clusters Score -1.49695e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113373 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 75770 members 
Mstep: Class 8 contains 188480 members 
Mstep: Class 9 contains 166879 members 
Mstep: Class 10 contains 180722 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222607 members 
Mstep: Class 18 contains 96431 members 
Mstep: Class 19 contains 32045 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31084 members 
Mstep: Class 22 contains 64754 members 
Entering Unmasked Estep 
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Iteration 190Q: 20 clusters Score -1.496951e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113406 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 75798 members 
Mstep: Class 8 contains 188529 members 
Mstep: Class 9 contains 166844 members 
Mstep: Class 10 contains 180702 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222608 members 
Mstep: Class 18 contains 96436 members 
Mstep: Class 19 contains 31971 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31096 members 
Mstep: Class 22 contains 64750 members 
Entering Unmasked Estep 
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Iteration 191Q: 20 clusters Score -1.496948e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113434 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75814 members 
Mstep: Class 8 contains 188611 members 
Mstep: Class 9 contains 166792 members 
Mstep: Class 10 contains 180696 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222603 members 
Mstep: Class 18 contains 96435 members 
Mstep: Class 19 contains 31905 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31105 members 
Mstep: Class 22 contains 64740 members 
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Iteration 192Q: 20 clusters Score -1.496948e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113453 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75839 members 
Mstep: Class 8 contains 188695 members 
Mstep: Class 9 contains 166719 members 
Mstep: Class 10 contains 180690 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222640 members 
Mstep: Class 18 contains 96431 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31095 members 
Mstep: Class 22 contains 64731 members 
Entering Unmasked Estep 
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Iteration 193Q: 20 clusters Score -1.496948e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113475 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 188753 members 
Mstep: Class 9 contains 166668 members 
Mstep: Class 10 contains 180679 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222705 members 
Mstep: Class 18 contains 96433 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31094 members 
Mstep: Class 22 contains 64712 members 
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Iteration 194Q: 20 clusters Score -1.496949e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113500 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75871 members 
Mstep: Class 8 contains 188820 members 
Mstep: Class 9 contains 166590 members 
Mstep: Class 10 contains 180661 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222762 members 
Mstep: Class 18 contains 96444 members 
Mstep: Class 19 contains 31671 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31091 members 
Mstep: Class 22 contains 64700 members 
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Iteration 195Q: 20 clusters Score -1.49695e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113525 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75892 members 
Mstep: Class 8 contains 188891 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 180673 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222805 members 
Mstep: Class 18 contains 96443 members 
Mstep: Class 19 contains 31589 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31086 members 
Mstep: Class 22 contains 64681 members 
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Iteration 196Q: 20 clusters Score -1.496952e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113534 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75918 members 
Mstep: Class 8 contains 188937 members 
Mstep: Class 9 contains 166460 members 
Mstep: Class 10 contains 180662 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222882 members 
Mstep: Class 18 contains 96447 members 
Mstep: Class 19 contains 31523 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31068 members 
Mstep: Class 22 contains 64666 members 
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Iteration 197Q: 20 clusters Score -1.496953e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113524 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75934 members 
Mstep: Class 8 contains 189015 members 
Mstep: Class 9 contains 166375 members 
Mstep: Class 10 contains 180687 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222927 members 
Mstep: Class 18 contains 96449 members 
Mstep: Class 19 contains 31466 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31065 members 
Mstep: Class 22 contains 64646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695360.000000 Penalty: 65918.976562
Iteration 198Q: 20 clusters Score -1.496954e+08 nChanged 1163
Entering ConstructFrom: 
Score: -149695360.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -987863.375000 Penalty: 2230.431641
	Iteration 0F: 2 clusters Score -987863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -981504.687500 Penalty: 4460.863281
	Iteration 0F: 3 clusters Score -981504.7 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -983501.875000 Penalty: 4460.863281
	Iteration 1F: 3 clusters Score -983501.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -984117.000000 Penalty: 4460.863281
	Iteration 2F: 3 clusters Score -984117 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -984583.812500 Penalty: 4460.863281
	Iteration 3F: 3 clusters Score -984583.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -984998.687500 Penalty: 4460.863281
	Iteration 4F: 3 clusters Score -984998.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -985365.500000 Penalty: 4460.863281
	Iteration 5F: 3 clusters Score -985365.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -985663.375000 Penalty: 4460.863281
	Iteration 6F: 3 clusters Score -985663.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -985889.375000 Penalty: 4460.863281
	Iteration 7Q: 3 clusters Score -985889.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -986057.187500 Penalty: 4460.863281
	Iteration 8Q: 3 clusters Score -986057.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -986166.812500 Penalty: 4460.863281
	Iteration 9Q: 3 clusters Score -986166.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -986235.437500 Penalty: 4460.863281
	Iteration 10Q: 3 clusters Score -986235.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -986284.562500 Penalty: 4460.863281
	Iteration 11Q: 3 clusters Score -986284.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -986322.750000 Penalty: 4460.863281
	Iteration 12Q: 3 clusters Score -986322.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -986356.187500 Penalty: 4460.863281
	Iteration 13Q: 3 clusters Score -986356.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -986379.937500 Penalty: 4460.863281
	Iteration 14Q: 3 clusters Score -986379.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -986399.937500 Penalty: 4460.863281
	Iteration 15Q: 3 clusters Score -986399.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -986417.875000 Penalty: 4460.863281
	Iteration 16Q: 3 clusters Score -986417.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -986433.312500 Penalty: 4460.863281
	Iteration 17Q: 3 clusters Score -986433.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -986452.687500 Penalty: 4460.863281
	Iteration 18Q: 3 clusters Score -986452.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -986473.125000 Penalty: 4460.863281
	Iteration 19Q: 3 clusters Score -986473.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -986488.000000 Penalty: 4460.863281
	Iteration 20F: 3 clusters Score -986488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -986503.937500 Penalty: 4460.863281
	Iteration 21Q: 3 clusters Score -986503.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -986516.437500 Penalty: 4460.863281
	Iteration 22Q: 3 clusters Score -986516.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -986531.687500 Penalty: 4460.863281
	Iteration 23Q: 3 clusters Score -986531.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -986545.937500 Penalty: 4460.863281
	Iteration 24Q: 3 clusters Score -986545.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -986561.875000 Penalty: 4460.863281
	Iteration 25Q: 3 clusters Score -986561.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -986570.687500 Penalty: 4460.863281
	Iteration 26Q: 3 clusters Score -986570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -986579.500000 Penalty: 4460.863281
	Iteration 27Q: 3 clusters Score -986579.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -986581.437500 Penalty: 4460.863281
	Iteration 28Q: 3 clusters Score -986581.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -986585.750000 Penalty: 4460.863281
	Iteration 29Q: 3 clusters Score -986585.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -986592.562500 Penalty: 4460.863281
	Iteration 30Q: 3 clusters Score -986592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -986592.125000 Penalty: 4460.863281
	Iteration 31Q: 3 clusters Score -986592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -986594.562500 Penalty: 4460.863281
	Iteration 32Q: 3 clusters Score -986594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -986596.375000 Penalty: 4460.863281
	Iteration 33Q: 3 clusters Score -986596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -986597.187500 Penalty: 4460.863281
	Iteration 34Q: 3 clusters Score -986597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -986600.812500 Penalty: 4460.863281
	Iteration 35Q: 3 clusters Score -986600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -986600.312500 Penalty: 4460.863281
	Iteration 36Q: 3 clusters Score -986600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -986601.937500 Penalty: 4460.863281
	Iteration 37Q: 3 clusters Score -986601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -986601.187500 Penalty: 4460.863281
	Iteration 38Q: 3 clusters Score -986601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -986602.000000 Penalty: 4460.863281
	Iteration 39Q: 3 clusters Score -986602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -986602.312500 Penalty: 4460.863281
	Iteration 40F: 3 clusters Score -986602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -986603.062500 Penalty: 4460.863281
	Iteration 41Q: 3 clusters Score -986603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -986603.187500 Penalty: 4460.863281
	Iteration 42Q: 3 clusters Score -986603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -986603.562500 Penalty: 4460.863281
	Iteration 43Q: 3 clusters Score -986603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -986605.000000 Penalty: 4460.863281
	Iteration 44Q: 3 clusters Score -986605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -986605.000000 Penalty: 4460.863281
	Iteration 45F: 3 clusters Score -986605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -56147.320312 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56147.32 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 239 members 
Entering Unmasked Estep 
Score: -54690.371094 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54690.37 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54842.269531 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -54842.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54908.449219 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -54908.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54955.261719 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -54955.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -54988.972656 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -54988.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55095.000000 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -55095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55265.222656 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -55265.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -55416.421875 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -55416.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -55528.750000 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -55528.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -55617.246094 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -55617.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -55674.234375 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -55674.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -55704.589844 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -55704.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -55737.574219 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -55737.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -55745.433594 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -55745.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -55745.433594 Penalty: 3074.445312
	Iteration 14F: 3 clusters Score -55745.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Entering Unmasked Estep 
Score: -14566175.000000 Penalty: 2886.649902
	Iteration 0F: 2 clusters Score -1.456618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -14490136.000000 Penalty: 5773.299805
	Iteration 0F: 3 clusters Score -1.449014e+07 nChanged 53988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -14521501.000000 Penalty: 5773.299805
	Iteration 1F: 3 clusters Score -1.45215e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -14522309.000000 Penalty: 5773.299805
	Iteration 2Q: 3 clusters Score -1.452231e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -14523339.000000 Penalty: 5773.299805
	Iteration 3Q: 3 clusters Score -1.452334e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -14525075.000000 Penalty: 5773.299805
	Iteration 4Q: 3 clusters Score -1.452508e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -14527435.000000 Penalty: 5773.299805
	Iteration 5Q: 3 clusters Score -1.452744e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -14530330.000000 Penalty: 5773.299805
	Iteration 6Q: 3 clusters Score -1.453033e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -14533672.000000 Penalty: 5773.299805
	Iteration 7F: 3 clusters Score -1.453367e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -14537067.000000 Penalty: 5773.299805
	Iteration 8F: 3 clusters Score -1.453707e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -14540805.000000 Penalty: 5773.299805
	Iteration 9F: 3 clusters Score -1.45408e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -14544356.000000 Penalty: 5773.299805
	Iteration 10F: 3 clusters Score -1.454436e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -14547111.000000 Penalty: 5773.299805
	Iteration 11Q: 3 clusters Score -1.454711e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -14548770.000000 Penalty: 5773.299805
	Iteration 12Q: 3 clusters Score -1.454877e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -14549457.000000 Penalty: 5773.299805
	Iteration 13Q: 3 clusters Score -1.454946e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -14549957.000000 Penalty: 5773.299805
	Iteration 14Q: 3 clusters Score -1.454996e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -14550246.000000 Penalty: 5773.299805
	Iteration 15Q: 3 clusters Score -1.455025e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -14550500.000000 Penalty: 5773.299805
	Iteration 16Q: 3 clusters Score -1.45505e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -14550749.000000 Penalty: 5773.299805
	Iteration 17Q: 3 clusters Score -1.455075e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -14550981.000000 Penalty: 5773.299805
	Iteration 18Q: 3 clusters Score -1.455098e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -14551202.000000 Penalty: 5773.299805
	Iteration 19Q: 3 clusters Score -1.45512e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -14551366.000000 Penalty: 5773.299805
	Iteration 20F: 3 clusters Score -1.455137e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -14551589.000000 Penalty: 5773.299805
	Iteration 21Q: 3 clusters Score -1.455159e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -14551745.000000 Penalty: 5773.299805
	Iteration 22Q: 3 clusters Score -1.455174e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -14551917.000000 Penalty: 5773.299805
	Iteration 23Q: 3 clusters Score -1.455192e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -14552128.000000 Penalty: 5773.299805
	Iteration 24Q: 3 clusters Score -1.455213e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -14552348.000000 Penalty: 5773.299805
	Iteration 25Q: 3 clusters Score -1.455235e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -14552485.000000 Penalty: 5773.299805
	Iteration 26Q: 3 clusters Score -1.455248e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -14552657.000000 Penalty: 5773.299805
	Iteration 27Q: 3 clusters Score -1.455266e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -14552864.000000 Penalty: 5773.299805
	Iteration 28Q: 3 clusters Score -1.455286e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -14553039.000000 Penalty: 5773.299805
	Iteration 29Q: 3 clusters Score -1.455304e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -14553233.000000 Penalty: 5773.299805
	Iteration 30Q: 3 clusters Score -1.455323e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -14553614.000000 Penalty: 5773.299805
	Iteration 31Q: 3 clusters Score -1.455361e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -14553912.000000 Penalty: 5773.299805
	Iteration 32Q: 3 clusters Score -1.455391e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -14554283.000000 Penalty: 5773.299805
	Iteration 33Q: 3 clusters Score -1.455428e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -14554576.000000 Penalty: 5773.299805
	Iteration 34Q: 3 clusters Score -1.455458e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -14554899.000000 Penalty: 5773.299805
	Iteration 35Q: 3 clusters Score -1.45549e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -14555236.000000 Penalty: 5773.299805
	Iteration 36Q: 3 clusters Score -1.455524e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -14555672.000000 Penalty: 5773.299805
	Iteration 37Q: 3 clusters Score -1.455567e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -14556032.000000 Penalty: 5773.299805
	Iteration 38Q: 3 clusters Score -1.455603e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 85315 members 
Entering Unmasked Estep 
Score: -14556622.000000 Penalty: 5773.299805
	Iteration 39Q: 3 clusters Score -1.455662e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -14557065.000000 Penalty: 5773.299805
	Iteration 40F: 3 clusters Score -1.455706e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -14557572.000000 Penalty: 5773.299805
	Iteration 41Q: 3 clusters Score -1.455757e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -14558111.000000 Penalty: 5773.299805
	Iteration 42Q: 3 clusters Score -1.455811e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -14558515.000000 Penalty: 5773.299805
	Iteration 43Q: 3 clusters Score -1.455852e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -14558938.000000 Penalty: 5773.299805
	Iteration 44Q: 3 clusters Score -1.455894e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -14559421.000000 Penalty: 5773.299805
	Iteration 45Q: 3 clusters Score -1.455942e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -14559793.000000 Penalty: 5773.299805
	Iteration 46Q: 3 clusters Score -1.455979e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 97756 members 
Entering Unmasked Estep 
Score: -14560167.000000 Penalty: 5773.299805
	Iteration 47Q: 3 clusters Score -1.456017e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -14560572.000000 Penalty: 5773.299805
	Iteration 48Q: 3 clusters Score -1.456057e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 100271 members 
Entering Unmasked Estep 
Score: -14560982.000000 Penalty: 5773.299805
	Iteration 49Q: 3 clusters Score -1.456098e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -14561346.000000 Penalty: 5773.299805
	Iteration 50Q: 3 clusters Score -1.456135e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -14561682.000000 Penalty: 5773.299805
	Iteration 51Q: 3 clusters Score -1.456168e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -14561999.000000 Penalty: 5773.299805
	Iteration 52Q: 3 clusters Score -1.4562e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -14562263.000000 Penalty: 5773.299805
	Iteration 53Q: 3 clusters Score -1.456226e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -14562474.000000 Penalty: 5773.299805
	Iteration 54Q: 3 clusters Score -1.456247e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -14562724.000000 Penalty: 5773.299805
	Iteration 55Q: 3 clusters Score -1.456272e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -14562948.000000 Penalty: 5773.299805
	Iteration 56Q: 3 clusters Score -1.456295e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -14563120.000000 Penalty: 5773.299805
	Iteration 57Q: 3 clusters Score -1.456312e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -14563269.000000 Penalty: 5773.299805
	Iteration 58Q: 3 clusters Score -1.456327e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 108085 members 
Entering Unmasked Estep 
Score: -14563447.000000 Penalty: 5773.299805
	Iteration 59Q: 3 clusters Score -1.456345e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 108459 members 
Entering Unmasked Estep 
Score: -14563590.000000 Penalty: 5773.299805
	Iteration 60F: 3 clusters Score -1.456359e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -14563709.000000 Penalty: 5773.299805
	Iteration 61Q: 3 clusters Score -1.456371e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -14563785.000000 Penalty: 5773.299805
	Iteration 62Q: 3 clusters Score -1.456378e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -14563865.000000 Penalty: 5773.299805
	Iteration 63Q: 3 clusters Score -1.456386e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -14563961.000000 Penalty: 5773.299805
	Iteration 64Q: 3 clusters Score -1.456396e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -14564042.000000 Penalty: 5773.299805
	Iteration 65Q: 3 clusters Score -1.456404e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -14564084.000000 Penalty: 5773.299805
	Iteration 66Q: 3 clusters Score -1.456408e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -14564097.000000 Penalty: 5773.299805
	Iteration 67Q: 3 clusters Score -1.45641e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -14564101.000000 Penalty: 5773.299805
	Iteration 68Q: 3 clusters Score -1.45641e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -14564126.000000 Penalty: 5773.299805
	Iteration 69Q: 3 clusters Score -1.456413e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
Score: -14564160.000000 Penalty: 5773.299805
	Iteration 70Q: 3 clusters Score -1.456416e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -14564181.000000 Penalty: 5773.299805
	Iteration 71Q: 3 clusters Score -1.456418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 110560 members 
Entering Unmasked Estep 
Score: -14564180.000000 Penalty: 5773.299805
	Iteration 72Q: 3 clusters Score -1.456418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -14564184.000000 Penalty: 5773.299805
	Iteration 73Q: 3 clusters Score -1.456418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -14564206.000000 Penalty: 5773.299805
	Iteration 74Q: 3 clusters Score -1.456421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -14564216.000000 Penalty: 5773.299805
	Iteration 75Q: 3 clusters Score -1.456422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -14564197.000000 Penalty: 5773.299805
	Iteration 76Q: 3 clusters Score -1.45642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -14564192.000000 Penalty: 5773.299805
	Iteration 77Q: 3 clusters Score -1.456419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -14564203.000000 Penalty: 5773.299805
	Iteration 78Q: 3 clusters Score -1.45642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -14564199.000000 Penalty: 5773.299805
	Iteration 79Q: 3 clusters Score -1.45642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 110754 members 
Entering Unmasked Estep 
Score: -14564200.000000 Penalty: 5773.299805
	Iteration 80F: 3 clusters Score -1.45642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -14564211.000000 Penalty: 5773.299805
	Iteration 81Q: 3 clusters Score -1.456421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -14564207.000000 Penalty: 5773.299805
	Iteration 82Q: 3 clusters Score -1.456421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -14564216.000000 Penalty: 5773.299805
	Iteration 83Q: 3 clusters Score -1.456422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -14564212.000000 Penalty: 5773.299805
	Iteration 84Q: 3 clusters Score -1.456421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -14564227.000000 Penalty: 5773.299805
	Iteration 85Q: 3 clusters Score -1.456423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -14564238.000000 Penalty: 5773.299805
	Iteration 86Q: 3 clusters Score -1.456424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 110832 members 
Entering Unmasked Estep 
Score: -14564227.000000 Penalty: 5773.299805
	Iteration 87Q: 3 clusters Score -1.456423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -14564234.000000 Penalty: 5773.299805
	Iteration 88Q: 3 clusters Score -1.456423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -14564233.000000 Penalty: 5773.299805
	Iteration 89Q: 3 clusters Score -1.456423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -14564245.000000 Penalty: 5773.299805
	Iteration 90Q: 3 clusters Score -1.456424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 110856 members 
Entering Unmasked Estep 
Score: -14564246.000000 Penalty: 5773.299805
	Iteration 91Q: 3 clusters Score -1.456425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 110860 members 
Entering Unmasked Estep 
Score: -14564247.000000 Penalty: 5773.299805
	Iteration 92Q: 3 clusters Score -1.456425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14564250.000000 Penalty: 5773.299805
	Iteration 93Q: 3 clusters Score -1.456425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -14564250.000000 Penalty: 5773.299805
	Iteration 94F: 3 clusters Score -1.456425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58822.105469 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58822.11 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59103.843750 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59103.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59325.980469 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59325.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59612.070312 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59612.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59788.015625 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59788.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59915.773438 Penalty: 3150.039307
	Iteration 5F: 3 clusters Score -59915.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60078.156250 Penalty: 3150.039307
	Iteration 6F: 3 clusters Score -60078.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60193.914062 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60193.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60357.007812 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60357.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60406.136719 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60406.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60429.304688 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60446.136719 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60446.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60456.394531 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60456.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60465.101562 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60472.281250 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60472.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60478.320312 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60478.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60479.601562 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60479.601562 Penalty: 3150.039307
	Iteration 17F: 3 clusters Score -60479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113518 members 
Mstep: Class 4 contains 139 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75946 members 
Mstep: Class 8 contains 189092 members 
Mstep: Class 9 contains 166283 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222970 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 64620 members 
Entering Unmasked Estep 
Score: -149693248.000000 Penalty: 69388.398438
Splitting cluster 4 changes total score from -149695360.000000 to -149693248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51829.226562 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51829.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52196.011719 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52196.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52416.867188 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52416.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52617.023438 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52617.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52809.750000 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -52809.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53066.183594 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -53066.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53179.210938 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -53179.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53247.300781 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53247.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53291.867188 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53291.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53332.898438 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53341.722656 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -53341.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53347.832031 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -53347.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -53354.957031 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -53354.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53361.558594 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -53361.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53372.558594 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -53372.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53381.914062 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -53381.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53392.171875 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -53392.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -53395.070312 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -53395.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53398.777344 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -53398.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53400.132812 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -53400.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53400.132812 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -53400.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113518 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75946 members 
Mstep: Class 8 contains 189092 members 
Mstep: Class 9 contains 166283 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222970 members 
Mstep: Class 15 contains 313 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 64620 members 
Entering Unmasked Estep 
Score: -149693296.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149695360.000000 to -149693296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -546292.687500 Penalty: 2078.978027
	Iteration 0F: 2 clusters Score -546292.7 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 2150 members 
Entering Unmasked Estep 
Score: -542172.562500 Penalty: 4157.956055
	Iteration 0F: 3 clusters Score -542172.6 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -543110.375000 Penalty: 4157.956055
	Iteration 1F: 3 clusters Score -543110.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -543297.875000 Penalty: 4157.956055
	Iteration 2F: 3 clusters Score -543297.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -543410.562500 Penalty: 4157.956055
	Iteration 3Q: 3 clusters Score -543410.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -543476.562500 Penalty: 4157.956055
	Iteration 4Q: 3 clusters Score -543476.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -543520.312500 Penalty: 4157.956055
	Iteration 5Q: 3 clusters Score -543520.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -543564.312500 Penalty: 4157.956055
	Iteration 6Q: 3 clusters Score -543564.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -543608.562500 Penalty: 4157.956055
	Iteration 7Q: 3 clusters Score -543608.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -543648.812500 Penalty: 4157.956055
	Iteration 8Q: 3 clusters Score -543648.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -543686.312500 Penalty: 4157.956055
	Iteration 9Q: 3 clusters Score -543686.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -543729.312500 Penalty: 4157.956055
	Iteration 10Q: 3 clusters Score -543729.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -543783.500000 Penalty: 4157.956055
	Iteration 11Q: 3 clusters Score -543783.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -543840.312500 Penalty: 4157.956055
	Iteration 12Q: 3 clusters Score -543840.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543890.062500 Penalty: 4157.956055
	Iteration 13Q: 3 clusters Score -543890.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -543936.625000 Penalty: 4157.956055
	Iteration 14Q: 3 clusters Score -543936.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -543984.625000 Penalty: 4157.956055
	Iteration 15Q: 3 clusters Score -543984.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -544046.500000 Penalty: 4157.956055
	Iteration 16Q: 3 clusters Score -544046.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -544108.562500 Penalty: 4157.956055
	Iteration 17Q: 3 clusters Score -544108.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -544163.062500 Penalty: 4157.956055
	Iteration 18Q: 3 clusters Score -544163.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -544199.562500 Penalty: 4157.956055
	Iteration 19Q: 3 clusters Score -544199.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -544237.375000 Penalty: 4157.956055
	Iteration 20F: 3 clusters Score -544237.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -544284.750000 Penalty: 4157.956055
	Iteration 21Q: 3 clusters Score -544284.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -544330.812500 Penalty: 4157.956055
	Iteration 22Q: 3 clusters Score -544330.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -544357.375000 Penalty: 4157.956055
	Iteration 23Q: 3 clusters Score -544357.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -544380.125000 Penalty: 4157.956055
	Iteration 24Q: 3 clusters Score -544380.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -544399.625000 Penalty: 4157.956055
	Iteration 25Q: 3 clusters Score -544399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -544417.625000 Penalty: 4157.956055
	Iteration 26Q: 3 clusters Score -544417.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -544436.000000 Penalty: 4157.956055
	Iteration 27Q: 3 clusters Score -544436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -544445.625000 Penalty: 4157.956055
	Iteration 28Q: 3 clusters Score -544445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -544452.937500 Penalty: 4157.956055
	Iteration 29Q: 3 clusters Score -544452.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -544459.750000 Penalty: 4157.956055
	Iteration 30Q: 3 clusters Score -544459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -544463.062500 Penalty: 4157.956055
	Iteration 31Q: 3 clusters Score -544463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -544466.000000 Penalty: 4157.956055
	Iteration 32Q: 3 clusters Score -544466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -544470.625000 Penalty: 4157.956055
	Iteration 33Q: 3 clusters Score -544470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -544474.000000 Penalty: 4157.956055
	Iteration 34Q: 3 clusters Score -544474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -544479.125000 Penalty: 4157.956055
	Iteration 35Q: 3 clusters Score -544479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -544482.250000 Penalty: 4157.956055
	Iteration 36Q: 3 clusters Score -544482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -544486.375000 Penalty: 4157.956055
	Iteration 37Q: 3 clusters Score -544486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -544488.500000 Penalty: 4157.956055
	Iteration 38Q: 3 clusters Score -544488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -544491.562500 Penalty: 4157.956055
	Iteration 39Q: 3 clusters Score -544491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -544497.375000 Penalty: 4157.956055
	Iteration 40F: 3 clusters Score -544497.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -544504.937500 Penalty: 4157.956055
	Iteration 41Q: 3 clusters Score -544504.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -544510.937500 Penalty: 4157.956055
	Iteration 42Q: 3 clusters Score -544510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -544515.312500 Penalty: 4157.956055
	Iteration 43Q: 3 clusters Score -544515.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -544524.312500 Penalty: 4157.956055
	Iteration 44Q: 3 clusters Score -544524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -544529.562500 Penalty: 4157.956055
	Iteration 45Q: 3 clusters Score -544529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -544532.000000 Penalty: 4157.956055
	Iteration 46Q: 3 clusters Score -544532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -544535.250000 Penalty: 4157.956055
	Iteration 47Q: 3 clusters Score -544535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -544537.875000 Penalty: 4157.956055
	Iteration 48Q: 3 clusters Score -544537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -544541.562500 Penalty: 4157.956055
	Iteration 49Q: 3 clusters Score -544541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -544544.062500 Penalty: 4157.956055
	Iteration 50Q: 3 clusters Score -544544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -544548.062500 Penalty: 4157.956055
	Iteration 51Q: 3 clusters Score -544548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -544553.250000 Penalty: 4157.956055
	Iteration 52Q: 3 clusters Score -544553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -544554.500000 Penalty: 4157.956055
	Iteration 53Q: 3 clusters Score -544554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -544557.125000 Penalty: 4157.956055
	Iteration 54Q: 3 clusters Score -544557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -544560.625000 Penalty: 4157.956055
	Iteration 55Q: 3 clusters Score -544560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -544561.250000 Penalty: 4157.956055
	Iteration 56Q: 3 clusters Score -544561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -544561.562500 Penalty: 4157.956055
	Iteration 57Q: 3 clusters Score -544561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -544564.125000 Penalty: 4157.956055
	Iteration 58Q: 3 clusters Score -544564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -544565.625000 Penalty: 4157.956055
	Iteration 59Q: 3 clusters Score -544565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -544566.250000 Penalty: 4157.956055
	Iteration 60F: 3 clusters Score -544566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -544566.437500 Penalty: 4157.956055
	Iteration 61Q: 3 clusters Score -544566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -544567.812500 Penalty: 4157.956055
	Iteration 62Q: 3 clusters Score -544567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -544568.687500 Penalty: 4157.956055
	Iteration 63Q: 3 clusters Score -544568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -544568.687500 Penalty: 4157.956055
	Iteration 64F: 3 clusters Score -544568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Entering Unmasked Estep 
Score: -9492869.000000 Penalty: 2786.968750
	Iteration 0F: 2 clusters Score -9492869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -9442124.000000 Penalty: 5573.937500
	Iteration 0F: 3 clusters Score -9442124 nChanged 35637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -9462038.000000 Penalty: 5573.937500
	Iteration 1F: 3 clusters Score -9462038 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -9462693.000000 Penalty: 5573.937500
	Iteration 2Q: 3 clusters Score -9462693 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -9463248.000000 Penalty: 5573.937500
	Iteration 3Q: 3 clusters Score -9463248 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -9463815.000000 Penalty: 5573.937500
	Iteration 4Q: 3 clusters Score -9463815 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -9464467.000000 Penalty: 5573.937500
	Iteration 5Q: 3 clusters Score -9464467 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -9465148.000000 Penalty: 5573.937500
	Iteration 6Q: 3 clusters Score -9465148 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -9465995.000000 Penalty: 5573.937500
	Iteration 7Q: 3 clusters Score -9465995 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -9466988.000000 Penalty: 5573.937500
	Iteration 8Q: 3 clusters Score -9466988 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -9468212.000000 Penalty: 5573.937500
	Iteration 9Q: 3 clusters Score -9468212 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -9469893.000000 Penalty: 5573.937500
	Iteration 10Q: 3 clusters Score -9469893 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -9472039.000000 Penalty: 5573.937500
	Iteration 11Q: 3 clusters Score -9472039 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -9474403.000000 Penalty: 5573.937500
	Iteration 12F: 3 clusters Score -9474403 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -9476857.000000 Penalty: 5573.937500
	Iteration 13Q: 3 clusters Score -9476857 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -9479256.000000 Penalty: 5573.937500
	Iteration 14Q: 3 clusters Score -9479256 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -9481592.000000 Penalty: 5573.937500
	Iteration 15Q: 3 clusters Score -9481592 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9483504.000000 Penalty: 5573.937500
	Iteration 16Q: 3 clusters Score -9483504 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -9485133.000000 Penalty: 5573.937500
	Iteration 17Q: 3 clusters Score -9485133 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -9486525.000000 Penalty: 5573.937500
	Iteration 18Q: 3 clusters Score -9486525 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9487782.000000 Penalty: 5573.937500
	Iteration 19Q: 3 clusters Score -9487782 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9488760.000000 Penalty: 5573.937500
	Iteration 20F: 3 clusters Score -9488760 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9489437.000000 Penalty: 5573.937500
	Iteration 21Q: 3 clusters Score -9489437 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9489842.000000 Penalty: 5573.937500
	Iteration 22Q: 3 clusters Score -9489842 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9490095.000000 Penalty: 5573.937500
	Iteration 23Q: 3 clusters Score -9490095 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9490212.000000 Penalty: 5573.937500
	Iteration 24Q: 3 clusters Score -9490212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9490275.000000 Penalty: 5573.937500
	Iteration 25Q: 3 clusters Score -9490275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9490319.000000 Penalty: 5573.937500
	Iteration 26Q: 3 clusters Score -9490319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9490351.000000 Penalty: 5573.937500
	Iteration 27Q: 3 clusters Score -9490351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9490375.000000 Penalty: 5573.937500
	Iteration 28Q: 3 clusters Score -9490375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9490394.000000 Penalty: 5573.937500
	Iteration 29Q: 3 clusters Score -9490394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9490402.000000 Penalty: 5573.937500
	Iteration 30Q: 3 clusters Score -9490402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9490409.000000 Penalty: 5573.937500
	Iteration 31Q: 3 clusters Score -9490409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9490410.000000 Penalty: 5573.937500
	Iteration 32Q: 3 clusters Score -9490410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9490419.000000 Penalty: 5573.937500
	Iteration 33Q: 3 clusters Score -9490419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9490423.000000 Penalty: 5573.937500
	Iteration 34Q: 3 clusters Score -9490423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9490425.000000 Penalty: 5573.937500
	Iteration 35Q: 3 clusters Score -9490425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9490430.000000 Penalty: 5573.937500
	Iteration 36Q: 3 clusters Score -9490430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9490430.000000 Penalty: 5573.937500
	Iteration 37F: 3 clusters Score -9490430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189092 members 
Entering Unmasked Estep 
Score: -24268644.000000 Penalty: 3013.197266
	Iteration 0F: 2 clusters Score -2.426864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94534 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -24144860.000000 Penalty: 6026.394531
	Iteration 0F: 3 clusters Score -2.414486e+07 nChanged 90664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -24197496.000000 Penalty: 6026.394531
	Iteration 1F: 3 clusters Score -2.41975e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -24198466.000000 Penalty: 6026.394531
	Iteration 2Q: 3 clusters Score -2.419847e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -24199856.000000 Penalty: 6026.394531
	Iteration 3Q: 3 clusters Score -2.419986e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -24201610.000000 Penalty: 6026.394531
	Iteration 4Q: 3 clusters Score -2.420161e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -24204172.000000 Penalty: 6026.394531
	Iteration 5Q: 3 clusters Score -2.420417e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -24208194.000000 Penalty: 6026.394531
	Iteration 6Q: 3 clusters Score -2.420819e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -24213556.000000 Penalty: 6026.394531
	Iteration 7F: 3 clusters Score -2.421356e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -24220880.000000 Penalty: 6026.394531
	Iteration 8F: 3 clusters Score -2.422088e+07 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -24229980.000000 Penalty: 6026.394531
	Iteration 9F: 3 clusters Score -2.422998e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -24238464.000000 Penalty: 6026.394531
	Iteration 10F: 3 clusters Score -2.423846e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -24243500.000000 Penalty: 6026.394531
	Iteration 11F: 3 clusters Score -2.42435e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -24245386.000000 Penalty: 6026.394531
	Iteration 12Q: 3 clusters Score -2.424539e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -24246384.000000 Penalty: 6026.394531
	Iteration 13Q: 3 clusters Score -2.424638e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 86574 members 
Entering Unmasked Estep 
Score: -24246988.000000 Penalty: 6026.394531
	Iteration 14Q: 3 clusters Score -2.424699e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -24247542.000000 Penalty: 6026.394531
	Iteration 15Q: 3 clusters Score -2.424754e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105204 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -24248078.000000 Penalty: 6026.394531
	Iteration 16Q: 3 clusters Score -2.424808e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -24248708.000000 Penalty: 6026.394531
	Iteration 17Q: 3 clusters Score -2.424871e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -24249440.000000 Penalty: 6026.394531
	Iteration 18Q: 3 clusters Score -2.424944e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110131 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -24250164.000000 Penalty: 6026.394531
	Iteration 19Q: 3 clusters Score -2.425016e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -24250910.000000 Penalty: 6026.394531
	Iteration 20F: 3 clusters Score -2.425091e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113789 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -24251562.000000 Penalty: 6026.394531
	Iteration 21Q: 3 clusters Score -2.425156e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115711 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -24252108.000000 Penalty: 6026.394531
	Iteration 22Q: 3 clusters Score -2.425211e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117587 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -24252442.000000 Penalty: 6026.394531
	Iteration 23Q: 3 clusters Score -2.425244e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119317 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -24252922.000000 Penalty: 6026.394531
	Iteration 24Q: 3 clusters Score -2.425292e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -24253352.000000 Penalty: 6026.394531
	Iteration 25Q: 3 clusters Score -2.425335e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122667 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -24253776.000000 Penalty: 6026.394531
	Iteration 26Q: 3 clusters Score -2.425378e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124313 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -24254116.000000 Penalty: 6026.394531
	Iteration 27Q: 3 clusters Score -2.425412e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125910 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -24254470.000000 Penalty: 6026.394531
	Iteration 28Q: 3 clusters Score -2.425447e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -24254818.000000 Penalty: 6026.394531
	Iteration 29Q: 3 clusters Score -2.425482e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129222 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -24255052.000000 Penalty: 6026.394531
	Iteration 30Q: 3 clusters Score -2.425505e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -24255370.000000 Penalty: 6026.394531
	Iteration 31Q: 3 clusters Score -2.425537e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -24255668.000000 Penalty: 6026.394531
	Iteration 32Q: 3 clusters Score -2.425567e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134227 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -24256068.000000 Penalty: 6026.394531
	Iteration 33Q: 3 clusters Score -2.425607e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -24256394.000000 Penalty: 6026.394531
	Iteration 34Q: 3 clusters Score -2.425639e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137754 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -24256794.000000 Penalty: 6026.394531
	Iteration 35Q: 3 clusters Score -2.425679e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139533 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -24257072.000000 Penalty: 6026.394531
	Iteration 36Q: 3 clusters Score -2.425707e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141383 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -24257532.000000 Penalty: 6026.394531
	Iteration 37Q: 3 clusters Score -2.425753e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -24258034.000000 Penalty: 6026.394531
	Iteration 38Q: 3 clusters Score -2.425803e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -24258336.000000 Penalty: 6026.394531
	Iteration 39Q: 3 clusters Score -2.425834e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147120 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -24258712.000000 Penalty: 6026.394531
	Iteration 40F: 3 clusters Score -2.425871e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149029 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -24259202.000000 Penalty: 6026.394531
	Iteration 41Q: 3 clusters Score -2.42592e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -24259620.000000 Penalty: 6026.394531
	Iteration 42Q: 3 clusters Score -2.425962e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -24260010.000000 Penalty: 6026.394531
	Iteration 43Q: 3 clusters Score -2.426001e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154509 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -24260458.000000 Penalty: 6026.394531
	Iteration 44Q: 3 clusters Score -2.426046e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -24260942.000000 Penalty: 6026.394531
	Iteration 45Q: 3 clusters Score -2.426094e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -24261434.000000 Penalty: 6026.394531
	Iteration 46Q: 3 clusters Score -2.426143e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -24261982.000000 Penalty: 6026.394531
	Iteration 47Q: 3 clusters Score -2.426198e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -24262402.000000 Penalty: 6026.394531
	Iteration 48Q: 3 clusters Score -2.42624e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163351 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -24262860.000000 Penalty: 6026.394531
	Iteration 49Q: 3 clusters Score -2.426286e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -24263478.000000 Penalty: 6026.394531
	Iteration 50Q: 3 clusters Score -2.426348e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -24263932.000000 Penalty: 6026.394531
	Iteration 51Q: 3 clusters Score -2.426393e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -24264432.000000 Penalty: 6026.394531
	Iteration 52Q: 3 clusters Score -2.426443e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -24264804.000000 Penalty: 6026.394531
	Iteration 53Q: 3 clusters Score -2.42648e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -24265150.000000 Penalty: 6026.394531
	Iteration 54Q: 3 clusters Score -2.426515e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -24265394.000000 Penalty: 6026.394531
	Iteration 55Q: 3 clusters Score -2.426539e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173848 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -24265502.000000 Penalty: 6026.394531
	Iteration 56Q: 3 clusters Score -2.42655e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -24265792.000000 Penalty: 6026.394531
	Iteration 57Q: 3 clusters Score -2.426579e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -24265926.000000 Penalty: 6026.394531
	Iteration 58Q: 3 clusters Score -2.426593e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176869 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -24266104.000000 Penalty: 6026.394531
	Iteration 59Q: 3 clusters Score -2.42661e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -24266188.000000 Penalty: 6026.394531
	Iteration 60F: 3 clusters Score -2.426619e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178625 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -24266366.000000 Penalty: 6026.394531
	Iteration 61Q: 3 clusters Score -2.426637e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179377 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -24266480.000000 Penalty: 6026.394531
	Iteration 62Q: 3 clusters Score -2.426648e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180063 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.426654e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -24266686.000000 Penalty: 6026.394531
	Iteration 64Q: 3 clusters Score -2.426669e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181282 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.426676e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181812 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -24266820.000000 Penalty: 6026.394531
	Iteration 66Q: 3 clusters Score -2.426682e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182276 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -24266788.000000 Penalty: 6026.394531
	Iteration 67Q: 3 clusters Score -2.426679e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182682 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.426684e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -24266898.000000 Penalty: 6026.394531
	Iteration 69Q: 3 clusters Score -2.42669e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183426 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -24266964.000000 Penalty: 6026.394531
	Iteration 70Q: 3 clusters Score -2.426696e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183730 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -24267008.000000 Penalty: 6026.394531
	Iteration 71Q: 3 clusters Score -2.426701e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184000 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -24267016.000000 Penalty: 6026.394531
	Iteration 72Q: 3 clusters Score -2.426702e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184248 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -24267000.000000 Penalty: 6026.394531
	Iteration 73Q: 3 clusters Score -2.4267e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184462 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.426704e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184657 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.426706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184812 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -24267024.000000 Penalty: 6026.394531
	Iteration 76Q: 3 clusters Score -2.426702e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -24267056.000000 Penalty: 6026.394531
	Iteration 77Q: 3 clusters Score -2.426706e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185068 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.42671e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185170 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -24267094.000000 Penalty: 6026.394531
	Iteration 79Q: 3 clusters Score -2.426709e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185251 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -24267122.000000 Penalty: 6026.394531
	Iteration 80F: 3 clusters Score -2.426712e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185321 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -24267144.000000 Penalty: 6026.394531
	Iteration 81Q: 3 clusters Score -2.426714e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185386 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -24267166.000000 Penalty: 6026.394531
	Iteration 82Q: 3 clusters Score -2.426717e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185454 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -24267128.000000 Penalty: 6026.394531
	Iteration 83Q: 3 clusters Score -2.426713e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185521 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -24267116.000000 Penalty: 6026.394531
	Iteration 84Q: 3 clusters Score -2.426712e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185599 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.426709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185665 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -24267088.000000 Penalty: 6026.394531
	Iteration 86Q: 3 clusters Score -2.426709e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -24267068.000000 Penalty: 6026.394531
	Iteration 87Q: 3 clusters Score -2.426707e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185819 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -24267058.000000 Penalty: 6026.394531
	Iteration 88Q: 3 clusters Score -2.426706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185881 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -24267050.000000 Penalty: 6026.394531
	Iteration 89Q: 3 clusters Score -2.426705e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -24267038.000000 Penalty: 6026.394531
	Iteration 90Q: 3 clusters Score -2.426704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185971 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -24267048.000000 Penalty: 6026.394531
	Iteration 91Q: 3 clusters Score -2.426705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185997 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.426705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186014 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -24267044.000000 Penalty: 6026.394531
	Iteration 93Q: 3 clusters Score -2.426704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186027 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -24267030.000000 Penalty: 6026.394531
	Iteration 94Q: 3 clusters Score -2.426703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186046 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -24267032.000000 Penalty: 6026.394531
	Iteration 95Q: 3 clusters Score -2.426703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186064 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -24267026.000000 Penalty: 6026.394531
	Iteration 96Q: 3 clusters Score -2.426703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186079 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -24267036.000000 Penalty: 6026.394531
	Iteration 97Q: 3 clusters Score -2.426704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186088 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -24267014.000000 Penalty: 6026.394531
	Iteration 98Q: 3 clusters Score -2.426701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186102 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.426703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186118 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -24267018.000000 Penalty: 6026.394531
	Iteration 100F: 3 clusters Score -2.426702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186133 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -24267016.000000 Penalty: 6026.394531
	Iteration 101Q: 3 clusters Score -2.426702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186147 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -24267014.000000 Penalty: 6026.394531
	Iteration 102Q: 3 clusters Score -2.426701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186159 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -24267028.000000 Penalty: 6026.394531
	Iteration 103Q: 3 clusters Score -2.426703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186171 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.426703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186178 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -24267020.000000 Penalty: 6026.394531
	Iteration 105Q: 3 clusters Score -2.426702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186185 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -24267032.000000 Penalty: 6026.394531
	Iteration 106Q: 3 clusters Score -2.426703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186193 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -24267018.000000 Penalty: 6026.394531
	Iteration 107Q: 3 clusters Score -2.426702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186202 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.426703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186215 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -24267026.000000 Penalty: 6026.394531
	Iteration 109Q: 3 clusters Score -2.426703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186226 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -24267044.000000 Penalty: 6026.394531
	Iteration 110Q: 3 clusters Score -2.426704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186233 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -24267056.000000 Penalty: 6026.394531
	Iteration 111Q: 3 clusters Score -2.426706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186237 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -24267042.000000 Penalty: 6026.394531
	Iteration 112Q: 3 clusters Score -2.426704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186241 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -24267058.000000 Penalty: 6026.394531
	Iteration 113Q: 3 clusters Score -2.426706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186245 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -24267056.000000 Penalty: 6026.394531
	Iteration 114Q: 3 clusters Score -2.426706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186247 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -24267062.000000 Penalty: 6026.394531
	Iteration 115Q: 3 clusters Score -2.426706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186249 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -24267048.000000 Penalty: 6026.394531
	Iteration 116Q: 3 clusters Score -2.426705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -24267036.000000 Penalty: 6026.394531
	Iteration 117Q: 3 clusters Score -2.426704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186259 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -24267046.000000 Penalty: 6026.394531
	Iteration 118Q: 3 clusters Score -2.426705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186266 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -24267014.000000 Penalty: 6026.394531
	Iteration 119Q: 3 clusters Score -2.426701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186271 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -24267016.000000 Penalty: 6026.394531
	Iteration 120F: 3 clusters Score -2.426702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186278 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -24267014.000000 Penalty: 6026.394531
	Iteration 121Q: 3 clusters Score -2.426701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -24267014.000000 Penalty: 6026.394531
	Iteration 122Q: 3 clusters Score -2.426701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186291 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -24267024.000000 Penalty: 6026.394531
	Iteration 123Q: 3 clusters Score -2.426702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186292 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -24267008.000000 Penalty: 6026.394531
	Iteration 124Q: 3 clusters Score -2.426701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186294 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -24267004.000000 Penalty: 6026.394531
	Iteration 125Q: 3 clusters Score -2.4267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186301 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -24267028.000000 Penalty: 6026.394531
	Iteration 126Q: 3 clusters Score -2.426703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -24267026.000000 Penalty: 6026.394531
	Iteration 127Q: 3 clusters Score -2.426703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186308 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -24267030.000000 Penalty: 6026.394531
	Iteration 128Q: 3 clusters Score -2.426703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186316 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -24267042.000000 Penalty: 6026.394531
	Iteration 129Q: 3 clusters Score -2.426704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186326 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -24267022.000000 Penalty: 6026.394531
	Iteration 130Q: 3 clusters Score -2.426702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186334 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -24267032.000000 Penalty: 6026.394531
	Iteration 131Q: 3 clusters Score -2.426703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186342 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -24267022.000000 Penalty: 6026.394531
	Iteration 132Q: 3 clusters Score -2.426702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186347 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -24267028.000000 Penalty: 6026.394531
	Iteration 133Q: 3 clusters Score -2.426703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186353 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -24267030.000000 Penalty: 6026.394531
	Iteration 134Q: 3 clusters Score -2.426703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186359 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -24267016.000000 Penalty: 6026.394531
	Iteration 135Q: 3 clusters Score -2.426702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186359 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -24267040.000000 Penalty: 6026.394531
	Iteration 136Q: 3 clusters Score -2.426704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186360 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -24267034.000000 Penalty: 6026.394531
	Iteration 137Q: 3 clusters Score -2.426703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186363 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -24267034.000000 Penalty: 6026.394531
	Iteration 138Q: 3 clusters Score -2.426703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186368 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -24267028.000000 Penalty: 6026.394531
	Iteration 139Q: 3 clusters Score -2.426703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186370 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -24267026.000000 Penalty: 6026.394531
	Iteration 140F: 3 clusters Score -2.426703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -24267032.000000 Penalty: 6026.394531
	Iteration 141Q: 3 clusters Score -2.426703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186375 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -24267032.000000 Penalty: 6026.394531
	Iteration 142Q: 3 clusters Score -2.426703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186376 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -24267018.000000 Penalty: 6026.394531
	Iteration 143Q: 3 clusters Score -2.426702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186378 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -24267020.000000 Penalty: 6026.394531
	Iteration 144Q: 3 clusters Score -2.426702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186379 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -24267028.000000 Penalty: 6026.394531
	Iteration 145Q: 3 clusters Score -2.426703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186380 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -24267024.000000 Penalty: 6026.394531
	Iteration 146Q: 3 clusters Score -2.426702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186380 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -24267024.000000 Penalty: 6026.394531
	Iteration 147F: 3 clusters Score -2.426702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (166283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Entering Unmasked Estep 
Score: -21303516.000000 Penalty: 2981.318604
	Iteration 0F: 2 clusters Score -2.130352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -21192732.000000 Penalty: 5962.637207
	Iteration 0F: 3 clusters Score -2.119273e+07 nChanged 79630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -21238760.000000 Penalty: 5962.637207
	Iteration 1F: 3 clusters Score -2.123876e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -21239556.000000 Penalty: 5962.637207
	Iteration 2Q: 3 clusters Score -2.123956e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -21240278.000000 Penalty: 5962.637207
	Iteration 3Q: 3 clusters Score -2.124028e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -21241084.000000 Penalty: 5962.637207
	Iteration 4Q: 3 clusters Score -2.124108e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -21242184.000000 Penalty: 5962.637207
	Iteration 5Q: 3 clusters Score -2.124218e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -21243746.000000 Penalty: 5962.637207
	Iteration 6Q: 3 clusters Score -2.124375e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98476 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -21246360.000000 Penalty: 5962.637207
	Iteration 7Q: 3 clusters Score -2.124636e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -21250882.000000 Penalty: 5962.637207
	Iteration 8F: 3 clusters Score -2.125088e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116344 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -21258664.000000 Penalty: 5962.637207
	Iteration 9F: 3 clusters Score -2.125866e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129032 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -21269726.000000 Penalty: 5962.637207
	Iteration 10F: 3 clusters Score -2.126973e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -21281954.000000 Penalty: 5962.637207
	Iteration 11F: 3 clusters Score -2.128195e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151368 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -21291430.000000 Penalty: 5962.637207
	Iteration 12F: 3 clusters Score -2.129143e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -21296648.000000 Penalty: 5962.637207
	Iteration 13Q: 3 clusters Score -2.129665e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -21299254.000000 Penalty: 5962.637207
	Iteration 14Q: 3 clusters Score -2.129925e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21300394.000000 Penalty: 5962.637207
	Iteration 15Q: 3 clusters Score -2.130039e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161894 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -21301018.000000 Penalty: 5962.637207
	Iteration 16Q: 3 clusters Score -2.130102e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21301314.000000 Penalty: 5962.637207
	Iteration 17Q: 3 clusters Score -2.130131e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162774 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21301592.000000 Penalty: 5962.637207
	Iteration 18Q: 3 clusters Score -2.130159e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163022 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -21301730.000000 Penalty: 5962.637207
	Iteration 19Q: 3 clusters Score -2.130173e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163199 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21301814.000000 Penalty: 5962.637207
	Iteration 20F: 3 clusters Score -2.130181e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -21301802.000000 Penalty: 5962.637207
	Iteration 21Q: 3 clusters Score -2.13018e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21301780.000000 Penalty: 5962.637207
	Iteration 22Q: 3 clusters Score -2.130178e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -21301804.000000 Penalty: 5962.637207
	Iteration 23Q: 3 clusters Score -2.13018e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163526 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -21301852.000000 Penalty: 5962.637207
	Iteration 24Q: 3 clusters Score -2.130185e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21301842.000000 Penalty: 5962.637207
	Iteration 25Q: 3 clusters Score -2.130184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163619 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21301850.000000 Penalty: 5962.637207
	Iteration 26Q: 3 clusters Score -2.130185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21301882.000000 Penalty: 5962.637207
	Iteration 27Q: 3 clusters Score -2.130188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163704 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21301898.000000 Penalty: 5962.637207
	Iteration 28Q: 3 clusters Score -2.13019e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21301892.000000 Penalty: 5962.637207
	Iteration 29Q: 3 clusters Score -2.130189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21301902.000000 Penalty: 5962.637207
	Iteration 30Q: 3 clusters Score -2.13019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21301900.000000 Penalty: 5962.637207
	Iteration 31Q: 3 clusters Score -2.13019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163794 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -21301912.000000 Penalty: 5962.637207
	Iteration 32Q: 3 clusters Score -2.130191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -21301906.000000 Penalty: 5962.637207
	Iteration 33Q: 3 clusters Score -2.130191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163821 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -21301922.000000 Penalty: 5962.637207
	Iteration 34Q: 3 clusters Score -2.130192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21301922.000000 Penalty: 5962.637207
	Iteration 35Q: 3 clusters Score -2.130192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -21301938.000000 Penalty: 5962.637207
	Iteration 36Q: 3 clusters Score -2.130194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -21301944.000000 Penalty: 5962.637207
	Iteration 37Q: 3 clusters Score -2.130194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21301926.000000 Penalty: 5962.637207
	Iteration 38Q: 3 clusters Score -2.130193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21301938.000000 Penalty: 5962.637207
	Iteration 39Q: 3 clusters Score -2.130194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163890 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -21301950.000000 Penalty: 5962.637207
	Iteration 40F: 3 clusters Score -2.130195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21301944.000000 Penalty: 5962.637207
	Iteration 41Q: 3 clusters Score -2.130194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -21301950.000000 Penalty: 5962.637207
	Iteration 42Q: 3 clusters Score -2.130195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -21301946.000000 Penalty: 5962.637207
	Iteration 43Q: 3 clusters Score -2.130195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21301944.000000 Penalty: 5962.637207
	Iteration 44Q: 3 clusters Score -2.130194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -21301944.000000 Penalty: 5962.637207
	Iteration 45Q: 3 clusters Score -2.130194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163925 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21301938.000000 Penalty: 5962.637207
	Iteration 46Q: 3 clusters Score -2.130194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -21301950.000000 Penalty: 5962.637207
	Iteration 47Q: 3 clusters Score -2.130195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21301958.000000 Penalty: 5962.637207
	Iteration 48Q: 3 clusters Score -2.130196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -21301950.000000 Penalty: 5962.637207
	Iteration 49Q: 3 clusters Score -2.130195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -21301954.000000 Penalty: 5962.637207
	Iteration 50Q: 3 clusters Score -2.130195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21301948.000000 Penalty: 5962.637207
	Iteration 51Q: 3 clusters Score -2.130195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21301950.000000 Penalty: 5962.637207
	Iteration 52Q: 3 clusters Score -2.130195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21301946.000000 Penalty: 5962.637207
	Iteration 53Q: 3 clusters Score -2.130195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21301952.000000 Penalty: 5962.637207
	Iteration 54Q: 3 clusters Score -2.130195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -21301958.000000 Penalty: 5962.637207
	Iteration 55Q: 3 clusters Score -2.130196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -21301964.000000 Penalty: 5962.637207
	Iteration 56Q: 3 clusters Score -2.130196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21301962.000000 Penalty: 5962.637207
	Iteration 57Q: 3 clusters Score -2.130196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163974 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -21301976.000000 Penalty: 5962.637207
	Iteration 58Q: 3 clusters Score -2.130198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21301990.000000 Penalty: 5962.637207
	Iteration 59Q: 3 clusters Score -2.130199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21301974.000000 Penalty: 5962.637207
	Iteration 60F: 3 clusters Score -2.130197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -21301972.000000 Penalty: 5962.637207
	Iteration 61Q: 3 clusters Score -2.130197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21301986.000000 Penalty: 5962.637207
	Iteration 62Q: 3 clusters Score -2.130199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21301986.000000 Penalty: 5962.637207
	Iteration 63F: 3 clusters Score -2.130199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Entering Unmasked Estep 
Score: -23196584.000000 Penalty: 3001.954346
	Iteration 0F: 2 clusters Score -2.319658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -23078130.000000 Penalty: 6003.908691
	Iteration 0F: 3 clusters Score -2.307813e+07 nChanged 86733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -23128158.000000 Penalty: 6003.908691
	Iteration 1F: 3 clusters Score -2.312816e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -23129530.000000 Penalty: 6003.908691
	Iteration 2Q: 3 clusters Score -2.312953e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -23131248.000000 Penalty: 6003.908691
	Iteration 3Q: 3 clusters Score -2.313125e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -23133988.000000 Penalty: 6003.908691
	Iteration 4Q: 3 clusters Score -2.313399e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -23138346.000000 Penalty: 6003.908691
	Iteration 5F: 3 clusters Score -2.313835e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112469 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -23145546.000000 Penalty: 6003.908691
	Iteration 6F: 3 clusters Score -2.314555e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -23156454.000000 Penalty: 6003.908691
	Iteration 7F: 3 clusters Score -2.315645e+07 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -23170346.000000 Penalty: 6003.908691
	Iteration 8F: 3 clusters Score -2.317035e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143027 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -23182138.000000 Penalty: 6003.908691
	Iteration 9F: 3 clusters Score -2.318214e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -23187306.000000 Penalty: 6003.908691
	Iteration 10Q: 3 clusters Score -2.318731e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150180 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -23189028.000000 Penalty: 6003.908691
	Iteration 11Q: 3 clusters Score -2.318903e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152514 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -23190070.000000 Penalty: 6003.908691
	Iteration 12Q: 3 clusters Score -2.319007e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -23190908.000000 Penalty: 6003.908691
	Iteration 13Q: 3 clusters Score -2.319091e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -23191454.000000 Penalty: 6003.908691
	Iteration 14Q: 3 clusters Score -2.319145e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158714 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -23192136.000000 Penalty: 6003.908691
	Iteration 15Q: 3 clusters Score -2.319214e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -23192716.000000 Penalty: 6003.908691
	Iteration 16Q: 3 clusters Score -2.319272e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -23193158.000000 Penalty: 6003.908691
	Iteration 17Q: 3 clusters Score -2.319316e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -23193572.000000 Penalty: 6003.908691
	Iteration 18Q: 3 clusters Score -2.319357e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -23193998.000000 Penalty: 6003.908691
	Iteration 19Q: 3 clusters Score -2.3194e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -23194256.000000 Penalty: 6003.908691
	Iteration 20F: 3 clusters Score -2.319426e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -23194558.000000 Penalty: 6003.908691
	Iteration 21Q: 3 clusters Score -2.319456e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -23194812.000000 Penalty: 6003.908691
	Iteration 22Q: 3 clusters Score -2.319481e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -23195086.000000 Penalty: 6003.908691
	Iteration 23Q: 3 clusters Score -2.319509e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -23195164.000000 Penalty: 6003.908691
	Iteration 24Q: 3 clusters Score -2.319516e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172183 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -23195248.000000 Penalty: 6003.908691
	Iteration 25Q: 3 clusters Score -2.319525e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173003 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -23195300.000000 Penalty: 6003.908691
	Iteration 26Q: 3 clusters Score -2.31953e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -23195490.000000 Penalty: 6003.908691
	Iteration 27Q: 3 clusters Score -2.319549e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -23195500.000000 Penalty: 6003.908691
	Iteration 28Q: 3 clusters Score -2.31955e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174751 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -23195560.000000 Penalty: 6003.908691
	Iteration 29Q: 3 clusters Score -2.319556e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175228 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -23195590.000000 Penalty: 6003.908691
	Iteration 30Q: 3 clusters Score -2.319559e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -23195574.000000 Penalty: 6003.908691
	Iteration 31Q: 3 clusters Score -2.319557e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176002 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -23195556.000000 Penalty: 6003.908691
	Iteration 32Q: 3 clusters Score -2.319556e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176305 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -23195588.000000 Penalty: 6003.908691
	Iteration 33Q: 3 clusters Score -2.319559e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176560 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -23195652.000000 Penalty: 6003.908691
	Iteration 34Q: 3 clusters Score -2.319565e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176777 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -23195622.000000 Penalty: 6003.908691
	Iteration 35Q: 3 clusters Score -2.319562e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -23195602.000000 Penalty: 6003.908691
	Iteration 36Q: 3 clusters Score -2.31956e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -23195556.000000 Penalty: 6003.908691
	Iteration 37Q: 3 clusters Score -2.319556e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177227 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -23195562.000000 Penalty: 6003.908691
	Iteration 38Q: 3 clusters Score -2.319556e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -23195564.000000 Penalty: 6003.908691
	Iteration 39Q: 3 clusters Score -2.319556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -23195538.000000 Penalty: 6003.908691
	Iteration 40F: 3 clusters Score -2.319554e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -23195546.000000 Penalty: 6003.908691
	Iteration 41Q: 3 clusters Score -2.319555e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23195508.000000 Penalty: 6003.908691
	Iteration 42Q: 3 clusters Score -2.319551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177721 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -23195480.000000 Penalty: 6003.908691
	Iteration 43Q: 3 clusters Score -2.319548e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177800 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -23195454.000000 Penalty: 6003.908691
	Iteration 44Q: 3 clusters Score -2.319545e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177880 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -23195430.000000 Penalty: 6003.908691
	Iteration 45Q: 3 clusters Score -2.319543e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177942 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23195402.000000 Penalty: 6003.908691
	Iteration 46Q: 3 clusters Score -2.31954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177989 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 6003.908691
	Iteration 47Q: 3 clusters Score -2.319534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178032 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 6003.908691
	Iteration 48Q: 3 clusters Score -2.319534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178068 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23195374.000000 Penalty: 6003.908691
	Iteration 49Q: 3 clusters Score -2.319537e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178102 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -23195376.000000 Penalty: 6003.908691
	Iteration 50Q: 3 clusters Score -2.319538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178133 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23195400.000000 Penalty: 6003.908691
	Iteration 51Q: 3 clusters Score -2.31954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -23195410.000000 Penalty: 6003.908691
	Iteration 52Q: 3 clusters Score -2.319541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178179 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23195396.000000 Penalty: 6003.908691
	Iteration 53Q: 3 clusters Score -2.31954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -23195376.000000 Penalty: 6003.908691
	Iteration 54Q: 3 clusters Score -2.319538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23195366.000000 Penalty: 6003.908691
	Iteration 55Q: 3 clusters Score -2.319537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -23195376.000000 Penalty: 6003.908691
	Iteration 56Q: 3 clusters Score -2.319538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178232 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -23195354.000000 Penalty: 6003.908691
	Iteration 57Q: 3 clusters Score -2.319535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -23195334.000000 Penalty: 6003.908691
	Iteration 58Q: 3 clusters Score -2.319533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178245 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -23195362.000000 Penalty: 6003.908691
	Iteration 59Q: 3 clusters Score -2.319536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -23195338.000000 Penalty: 6003.908691
	Iteration 60F: 3 clusters Score -2.319534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -23195340.000000 Penalty: 6003.908691
	Iteration 61Q: 3 clusters Score -2.319534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178255 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23195338.000000 Penalty: 6003.908691
	Iteration 62Q: 3 clusters Score -2.319534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178259 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -23195334.000000 Penalty: 6003.908691
	Iteration 63Q: 3 clusters Score -2.319533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23195342.000000 Penalty: 6003.908691
	Iteration 64Q: 3 clusters Score -2.319534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -23195336.000000 Penalty: 6003.908691
	Iteration 65Q: 3 clusters Score -2.319534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -23195344.000000 Penalty: 6003.908691
	Iteration 66Q: 3 clusters Score -2.319534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178274 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -23195346.000000 Penalty: 6003.908691
	Iteration 67Q: 3 clusters Score -2.319535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23195346.000000 Penalty: 6003.908691
	Iteration 68Q: 3 clusters Score -2.319535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -23195362.000000 Penalty: 6003.908691
	Iteration 69Q: 3 clusters Score -2.319536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -23195362.000000 Penalty: 6003.908691
	Iteration 70F: 3 clusters Score -2.319536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 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 166 members 
Entering Unmasked Estep 
Score: -33738.507812 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33738.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33871.738281 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33871.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33919.394531 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33919.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33925.562500 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33925.56 nChanged 3
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: -33942.621094 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33942.62 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: -33949.253906 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -33949.25 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: -33949.253906 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -33949.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78155.710938 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78155.71 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -78578.289062 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78578.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78813.593750 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78813.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79049.664062 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -79049.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79535.195312 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -79535.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79794.640625 Penalty: 3281.568359
	Iteration 5F: 3 clusters Score -79794.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79963.500000 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -79963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -80018.820312 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -80018.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80046.257812 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -80046.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80088.687500 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -80088.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -80105.476562 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -80105.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80123.304688 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -80123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80134.179688 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -80134.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80134.179688 Penalty: 3281.568359
	Iteration 13F: 3 clusters Score -80134.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113518 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75946 members 
Mstep: Class 8 contains 189092 members 
Mstep: Class 9 contains 166283 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 223 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222970 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 64620 members 
Entering Unmasked Estep 
Score: -149693744.000000 Penalty: 69388.398438
Splitting cluster 12 changes total score from -149695360.000000 to -149693744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 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 323 members 
Entering Unmasked Estep 
Score: -64075.656250 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64075.66 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64568.164062 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64568.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64878.476562 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -64878.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65169.476562 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65169.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65427.347656 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65427.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65663.085938 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -65663.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65834.398438 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -65834.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66004.734375 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -66004.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66039.554688 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66039.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66073.851562 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66073.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66109.203125 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66111.039062 Penalty: 3214.862061
	Iteration 11F: 3 clusters Score -66111.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66151.093750 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66151.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66304.062500 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -66304.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66494.625000 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -66494.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66511.203125 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -66511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66517.250000 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -66517.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66519.664062 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -66519.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66529.140625 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -66529.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66536.445312 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -66536.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66552.476562 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -66552.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66568.812500 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -66568.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66593.710938 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -66593.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66640.039062 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -66640.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66695.523438 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -66695.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66714.539062 Penalty: 3214.862061
	Iteration 25Q: 3 clusters Score -66714.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66725.398438 Penalty: 3214.862061
	Iteration 26Q: 3 clusters Score -66725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66725.398438 Penalty: 3214.862061
	Iteration 27F: 3 clusters Score -66725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113518 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75946 members 
Mstep: Class 8 contains 189092 members 
Mstep: Class 9 contains 166283 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 467 members 
Mstep: Class 14 contains 222970 members 
Mstep: Class 15 contains 186 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 64620 members 
Entering Unmasked Estep 
Score: -149694192.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149695360.000000 to -149694192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (222970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222970 members 
Entering Unmasked Estep 
Score: -28478020.000000 Penalty: 3054.068604
	Iteration 0F: 2 clusters Score -2.847802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -28335878.000000 Penalty: 6108.137207
	Iteration 0F: 3 clusters Score -2.833588e+07 nChanged 107386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 121135 members 
Entering Unmasked Estep 
Score: -28399970.000000 Penalty: 6108.137207
	Iteration 1F: 3 clusters Score -2.839997e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -28402376.000000 Penalty: 6108.137207
	Iteration 2Q: 3 clusters Score -2.840238e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -28407268.000000 Penalty: 6108.137207
	Iteration 3Q: 3 clusters Score -2.840727e+07 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -28416284.000000 Penalty: 6108.137207
	Iteration 4F: 3 clusters Score -2.841628e+07 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -28431072.000000 Penalty: 6108.137207
	Iteration 5F: 3 clusters Score -2.843107e+07 nChanged 19622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 184900 members 
Entering Unmasked Estep 
Score: -28448836.000000 Penalty: 6108.137207
	Iteration 6F: 3 clusters Score -2.844884e+07 nChanged 15407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 199683 members 
Entering Unmasked Estep 
Score: -28462026.000000 Penalty: 6108.137207
	Iteration 7F: 3 clusters Score -2.846203e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 208359 members 
Entering Unmasked Estep 
Score: -28469394.000000 Penalty: 6108.137207
	Iteration 8Q: 3 clusters Score -2.846939e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 212614 members 
Entering Unmasked Estep 
Score: -28473550.000000 Penalty: 6108.137207
	Iteration 9Q: 3 clusters Score -2.847355e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 214246 members 
Entering Unmasked Estep 
Score: -28476028.000000 Penalty: 6108.137207
	Iteration 10Q: 3 clusters Score -2.847603e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 214815 members 
Entering Unmasked Estep 
Score: -28477200.000000 Penalty: 6108.137207
	Iteration 11Q: 3 clusters Score -2.84772e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -28477740.000000 Penalty: 6108.137207
	Iteration 12Q: 3 clusters Score -2.847774e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 215380 members 
Entering Unmasked Estep 
Score: -28477914.000000 Penalty: 6108.137207
	Iteration 13Q: 3 clusters Score -2.847791e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 215621 members 
Entering Unmasked Estep 
Score: -28478074.000000 Penalty: 6108.137207
	Iteration 14Q: 3 clusters Score -2.847807e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 215819 members 
Entering Unmasked Estep 
Score: -28478136.000000 Penalty: 6108.137207
	Iteration 15Q: 3 clusters Score -2.847814e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 215959 members 
Entering Unmasked Estep 
Score: -28478138.000000 Penalty: 6108.137207
	Iteration 16Q: 3 clusters Score -2.847814e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 216081 members 
Entering Unmasked Estep 
Score: -28478204.000000 Penalty: 6108.137207
	Iteration 17Q: 3 clusters Score -2.84782e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 216169 members 
Entering Unmasked Estep 
Score: -28478176.000000 Penalty: 6108.137207
	Iteration 18Q: 3 clusters Score -2.847818e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 216246 members 
Entering Unmasked Estep 
Score: -28478144.000000 Penalty: 6108.137207
	Iteration 19Q: 3 clusters Score -2.847814e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 216297 members 
Entering Unmasked Estep 
Score: -28478148.000000 Penalty: 6108.137207
	Iteration 20F: 3 clusters Score -2.847815e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 216357 members 
Entering Unmasked Estep 
Score: -28478136.000000 Penalty: 6108.137207
	Iteration 21Q: 3 clusters Score -2.847814e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 216405 members 
Entering Unmasked Estep 
Score: -28478104.000000 Penalty: 6108.137207
	Iteration 22Q: 3 clusters Score -2.84781e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 216453 members 
Entering Unmasked Estep 
Score: -28478138.000000 Penalty: 6108.137207
	Iteration 23Q: 3 clusters Score -2.847814e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 216500 members 
Entering Unmasked Estep 
Score: -28478174.000000 Penalty: 6108.137207
	Iteration 24Q: 3 clusters Score -2.847817e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 216534 members 
Entering Unmasked Estep 
Score: -28478154.000000 Penalty: 6108.137207
	Iteration 25Q: 3 clusters Score -2.847815e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 216572 members 
Entering Unmasked Estep 
Score: -28478168.000000 Penalty: 6108.137207
	Iteration 26Q: 3 clusters Score -2.847817e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 216620 members 
Entering Unmasked Estep 
Score: -28478112.000000 Penalty: 6108.137207
	Iteration 27Q: 3 clusters Score -2.847811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 216660 members 
Entering Unmasked Estep 
Score: -28478112.000000 Penalty: 6108.137207
	Iteration 28Q: 3 clusters Score -2.847811e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 216687 members 
Entering Unmasked Estep 
Score: -28478118.000000 Penalty: 6108.137207
	Iteration 29Q: 3 clusters Score -2.847812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 216708 members 
Entering Unmasked Estep 
Score: -28478104.000000 Penalty: 6108.137207
	Iteration 30Q: 3 clusters Score -2.84781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 216728 members 
Entering Unmasked Estep 
Score: -28478106.000000 Penalty: 6108.137207
	Iteration 31Q: 3 clusters Score -2.847811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 216750 members 
Entering Unmasked Estep 
Score: -28478100.000000 Penalty: 6108.137207
	Iteration 32Q: 3 clusters Score -2.84781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 216769 members 
Entering Unmasked Estep 
Score: -28478114.000000 Penalty: 6108.137207
	Iteration 33Q: 3 clusters Score -2.847811e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 216790 members 
Entering Unmasked Estep 
Score: -28478128.000000 Penalty: 6108.137207
	Iteration 34Q: 3 clusters Score -2.847813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 216816 members 
Entering Unmasked Estep 
Score: -28478092.000000 Penalty: 6108.137207
	Iteration 35Q: 3 clusters Score -2.847809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 216834 members 
Entering Unmasked Estep 
Score: -28478116.000000 Penalty: 6108.137207
	Iteration 36Q: 3 clusters Score -2.847812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 216849 members 
Entering Unmasked Estep 
Score: -28478110.000000 Penalty: 6108.137207
	Iteration 37Q: 3 clusters Score -2.847811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 216858 members 
Entering Unmasked Estep 
Score: -28478084.000000 Penalty: 6108.137207
	Iteration 38Q: 3 clusters Score -2.847808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 216868 members 
Entering Unmasked Estep 
Score: -28478092.000000 Penalty: 6108.137207
	Iteration 39Q: 3 clusters Score -2.847809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 216878 members 
Entering Unmasked Estep 
Score: -28478094.000000 Penalty: 6108.137207
	Iteration 40F: 3 clusters Score -2.847809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 216886 members 
Entering Unmasked Estep 
Score: -28478096.000000 Penalty: 6108.137207
	Iteration 41Q: 3 clusters Score -2.84781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 216892 members 
Entering Unmasked Estep 
Score: -28478106.000000 Penalty: 6108.137207
	Iteration 42Q: 3 clusters Score -2.847811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 216898 members 
Entering Unmasked Estep 
Score: -28478090.000000 Penalty: 6108.137207
	Iteration 43Q: 3 clusters Score -2.847809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 216904 members 
Entering Unmasked Estep 
Score: -28478074.000000 Penalty: 6108.137207
	Iteration 44Q: 3 clusters Score -2.847807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 216910 members 
Entering Unmasked Estep 
Score: -28478090.000000 Penalty: 6108.137207
	Iteration 45Q: 3 clusters Score -2.847809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 216915 members 
Entering Unmasked Estep 
Score: -28478082.000000 Penalty: 6108.137207
	Iteration 46Q: 3 clusters Score -2.847808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 216917 members 
Entering Unmasked Estep 
Score: -28478080.000000 Penalty: 6108.137207
	Iteration 47Q: 3 clusters Score -2.847808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 216919 members 
Entering Unmasked Estep 
Score: -28478090.000000 Penalty: 6108.137207
	Iteration 48Q: 3 clusters Score -2.847809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 216919 members 
Entering Unmasked Estep 
Score: -28478088.000000 Penalty: 6108.137207
	Iteration 49Q: 3 clusters Score -2.847809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 216920 members 
Entering Unmasked Estep 
Score: -28478076.000000 Penalty: 6108.137207
	Iteration 50Q: 3 clusters Score -2.847808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 216919 members 
Entering Unmasked Estep 
Score: -28478090.000000 Penalty: 6108.137207
	Iteration 51Q: 3 clusters Score -2.847809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 216918 members 
Entering Unmasked Estep 
Score: -28478100.000000 Penalty: 6108.137207
	Iteration 52Q: 3 clusters Score -2.84781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 216917 members 
Entering Unmasked Estep 
Score: -28478092.000000 Penalty: 6108.137207
	Iteration 53Q: 3 clusters Score -2.847809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 216915 members 
Entering Unmasked Estep 
Score: -28478100.000000 Penalty: 6108.137207
	Iteration 54Q: 3 clusters Score -2.84781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 216914 members 
Entering Unmasked Estep 
Score: -28478094.000000 Penalty: 6108.137207
	Iteration 55Q: 3 clusters Score -2.847809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 216914 members 
Entering Unmasked Estep 
Score: -28478094.000000 Penalty: 6108.137207
	Iteration 56F: 3 clusters Score -2.847809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113518 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75946 members 
Mstep: Class 8 contains 189092 members 
Mstep: Class 9 contains 166283 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 216914 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 64620 members 
Entering Unmasked Estep 
Score: -149694576.000000 Penalty: 69388.398438
Splitting cluster 14 changes total score from -149695360.000000 to -149694576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (96456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Entering Unmasked Estep 
Score: -12474424.000000 Penalty: 2846.256836
	Iteration 0F: 2 clusters Score -1.247442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -12410199.000000 Penalty: 5692.513672
	Iteration 0F: 3 clusters Score -1.24102e+07 nChanged 45333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -12435810.000000 Penalty: 5692.513672
	Iteration 1F: 3 clusters Score -1.243581e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -12436727.000000 Penalty: 5692.513672
	Iteration 2Q: 3 clusters Score -1.243673e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -12437784.000000 Penalty: 5692.513672
	Iteration 3Q: 3 clusters Score -1.243778e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -12439239.000000 Penalty: 5692.513672
	Iteration 4Q: 3 clusters Score -1.243924e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -12441342.000000 Penalty: 5692.513672
	Iteration 5Q: 3 clusters Score -1.244134e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -12444569.000000 Penalty: 5692.513672
	Iteration 6F: 3 clusters Score -1.244457e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -12449504.000000 Penalty: 5692.513672
	Iteration 7F: 3 clusters Score -1.24495e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -12455370.000000 Penalty: 5692.513672
	Iteration 8F: 3 clusters Score -1.245537e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -12459324.000000 Penalty: 5692.513672
	Iteration 9F: 3 clusters Score -1.245932e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -12460990.000000 Penalty: 5692.513672
	Iteration 10Q: 3 clusters Score -1.246099e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -12461639.000000 Penalty: 5692.513672
	Iteration 11Q: 3 clusters Score -1.246164e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -12462017.000000 Penalty: 5692.513672
	Iteration 12Q: 3 clusters Score -1.246202e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -12462498.000000 Penalty: 5692.513672
	Iteration 13Q: 3 clusters Score -1.24625e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -12462888.000000 Penalty: 5692.513672
	Iteration 14Q: 3 clusters Score -1.246289e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -12463307.000000 Penalty: 5692.513672
	Iteration 15Q: 3 clusters Score -1.246331e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -12463603.000000 Penalty: 5692.513672
	Iteration 16Q: 3 clusters Score -1.24636e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -12463898.000000 Penalty: 5692.513672
	Iteration 17Q: 3 clusters Score -1.24639e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -12464200.000000 Penalty: 5692.513672
	Iteration 18Q: 3 clusters Score -1.24642e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -12464443.000000 Penalty: 5692.513672
	Iteration 19Q: 3 clusters Score -1.246444e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -12464690.000000 Penalty: 5692.513672
	Iteration 20F: 3 clusters Score -1.246469e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -12464878.000000 Penalty: 5692.513672
	Iteration 21Q: 3 clusters Score -1.246488e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -12465072.000000 Penalty: 5692.513672
	Iteration 22Q: 3 clusters Score -1.246507e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -12465244.000000 Penalty: 5692.513672
	Iteration 23Q: 3 clusters Score -1.246524e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -12465480.000000 Penalty: 5692.513672
	Iteration 24Q: 3 clusters Score -1.246548e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -12465757.000000 Penalty: 5692.513672
	Iteration 25Q: 3 clusters Score -1.246576e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -12466005.000000 Penalty: 5692.513672
	Iteration 26Q: 3 clusters Score -1.2466e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -12466250.000000 Penalty: 5692.513672
	Iteration 27Q: 3 clusters Score -1.246625e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -12466445.000000 Penalty: 5692.513672
	Iteration 28Q: 3 clusters Score -1.246644e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -12466658.000000 Penalty: 5692.513672
	Iteration 29Q: 3 clusters Score -1.246666e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -12466857.000000 Penalty: 5692.513672
	Iteration 30Q: 3 clusters Score -1.246686e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -12467087.000000 Penalty: 5692.513672
	Iteration 31Q: 3 clusters Score -1.246709e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -12467278.000000 Penalty: 5692.513672
	Iteration 32Q: 3 clusters Score -1.246728e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -12467524.000000 Penalty: 5692.513672
	Iteration 33Q: 3 clusters Score -1.246752e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -12467717.000000 Penalty: 5692.513672
	Iteration 34Q: 3 clusters Score -1.246772e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -12467956.000000 Penalty: 5692.513672
	Iteration 35Q: 3 clusters Score -1.246796e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -12468221.000000 Penalty: 5692.513672
	Iteration 36Q: 3 clusters Score -1.246822e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -12468519.000000 Penalty: 5692.513672
	Iteration 37Q: 3 clusters Score -1.246852e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -12468760.000000 Penalty: 5692.513672
	Iteration 38Q: 3 clusters Score -1.246876e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -12468992.000000 Penalty: 5692.513672
	Iteration 39Q: 3 clusters Score -1.246899e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -12469277.000000 Penalty: 5692.513672
	Iteration 40F: 3 clusters Score -1.246928e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -12469499.000000 Penalty: 5692.513672
	Iteration 41Q: 3 clusters Score -1.24695e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -12469661.000000 Penalty: 5692.513672
	Iteration 42Q: 3 clusters Score -1.246966e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -12469844.000000 Penalty: 5692.513672
	Iteration 43Q: 3 clusters Score -1.246984e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -12470076.000000 Penalty: 5692.513672
	Iteration 44Q: 3 clusters Score -1.247008e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -12470264.000000 Penalty: 5692.513672
	Iteration 45Q: 3 clusters Score -1.247026e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -12470502.000000 Penalty: 5692.513672
	Iteration 46Q: 3 clusters Score -1.24705e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -12470646.000000 Penalty: 5692.513672
	Iteration 47Q: 3 clusters Score -1.247065e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -12470816.000000 Penalty: 5692.513672
	Iteration 48Q: 3 clusters Score -1.247082e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -12470944.000000 Penalty: 5692.513672
	Iteration 49Q: 3 clusters Score -1.247094e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -12471076.000000 Penalty: 5692.513672
	Iteration 50Q: 3 clusters Score -1.247108e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -12471168.000000 Penalty: 5692.513672
	Iteration 51Q: 3 clusters Score -1.247117e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -12471282.000000 Penalty: 5692.513672
	Iteration 52Q: 3 clusters Score -1.247128e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -12471385.000000 Penalty: 5692.513672
	Iteration 53Q: 3 clusters Score -1.247138e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -12471435.000000 Penalty: 5692.513672
	Iteration 54Q: 3 clusters Score -1.247144e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -12471490.000000 Penalty: 5692.513672
	Iteration 55Q: 3 clusters Score -1.247149e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 92769 members 
Entering Unmasked Estep 
Score: -12471586.000000 Penalty: 5692.513672
	Iteration 56Q: 3 clusters Score -1.247159e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -12471645.000000 Penalty: 5692.513672
	Iteration 57Q: 3 clusters Score -1.247164e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -12471703.000000 Penalty: 5692.513672
	Iteration 58Q: 3 clusters Score -1.24717e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -12471764.000000 Penalty: 5692.513672
	Iteration 59Q: 3 clusters Score -1.247176e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -12471826.000000 Penalty: 5692.513672
	Iteration 60F: 3 clusters Score -1.247183e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 93648 members 
Entering Unmasked Estep 
Score: -12471844.000000 Penalty: 5692.513672
	Iteration 61Q: 3 clusters Score -1.247184e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -12471876.000000 Penalty: 5692.513672
	Iteration 62Q: 3 clusters Score -1.247188e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -12471883.000000 Penalty: 5692.513672
	Iteration 63Q: 3 clusters Score -1.247188e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -12471884.000000 Penalty: 5692.513672
	Iteration 64Q: 3 clusters Score -1.247188e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
Score: -12471887.000000 Penalty: 5692.513672
	Iteration 65Q: 3 clusters Score -1.247189e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -12471925.000000 Penalty: 5692.513672
	Iteration 66Q: 3 clusters Score -1.247192e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -12471933.000000 Penalty: 5692.513672
	Iteration 67Q: 3 clusters Score -1.247193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -12471952.000000 Penalty: 5692.513672
	Iteration 68Q: 3 clusters Score -1.247195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -12471959.000000 Penalty: 5692.513672
	Iteration 69Q: 3 clusters Score -1.247196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -12471968.000000 Penalty: 5692.513672
	Iteration 70Q: 3 clusters Score -1.247197e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -12471989.000000 Penalty: 5692.513672
	Iteration 71Q: 3 clusters Score -1.247199e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 94400 members 
Entering Unmasked Estep 
Score: -12472006.000000 Penalty: 5692.513672
	Iteration 72Q: 3 clusters Score -1.247201e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -12472031.000000 Penalty: 5692.513672
	Iteration 73Q: 3 clusters Score -1.247203e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -12472039.000000 Penalty: 5692.513672
	Iteration 74Q: 3 clusters Score -1.247204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -12472039.000000 Penalty: 5692.513672
	Iteration 75Q: 3 clusters Score -1.247204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -12472061.000000 Penalty: 5692.513672
	Iteration 76Q: 3 clusters Score -1.247206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -12472062.000000 Penalty: 5692.513672
	Iteration 77Q: 3 clusters Score -1.247206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -12472049.000000 Penalty: 5692.513672
	Iteration 78Q: 3 clusters Score -1.247205e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -12472062.000000 Penalty: 5692.513672
	Iteration 79Q: 3 clusters Score -1.247206e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -12472070.000000 Penalty: 5692.513672
	Iteration 80F: 3 clusters Score -1.247207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 94734 members 
Entering Unmasked Estep 
Score: -12472059.000000 Penalty: 5692.513672
	Iteration 81Q: 3 clusters Score -1.247206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 94766 members 
Entering Unmasked Estep 
Score: -12472084.000000 Penalty: 5692.513672
	Iteration 82Q: 3 clusters Score -1.247208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -12472094.000000 Penalty: 5692.513672
	Iteration 83Q: 3 clusters Score -1.247209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -12472089.000000 Penalty: 5692.513672
	Iteration 84Q: 3 clusters Score -1.247209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -12472091.000000 Penalty: 5692.513672
	Iteration 85Q: 3 clusters Score -1.247209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 94832 members 
Entering Unmasked Estep 
Score: -12472101.000000 Penalty: 5692.513672
	Iteration 86Q: 3 clusters Score -1.24721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -12472099.000000 Penalty: 5692.513672
	Iteration 87Q: 3 clusters Score -1.24721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -12472110.000000 Penalty: 5692.513672
	Iteration 88Q: 3 clusters Score -1.247211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -12472114.000000 Penalty: 5692.513672
	Iteration 89Q: 3 clusters Score -1.247211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -12472113.000000 Penalty: 5692.513672
	Iteration 90Q: 3 clusters Score -1.247211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -12472122.000000 Penalty: 5692.513672
	Iteration 91Q: 3 clusters Score -1.247212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -12472147.000000 Penalty: 5692.513672
	Iteration 92Q: 3 clusters Score -1.247215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -12472156.000000 Penalty: 5692.513672
	Iteration 93Q: 3 clusters Score -1.247216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -12472147.000000 Penalty: 5692.513672
	Iteration 94Q: 3 clusters Score -1.247215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -12472151.000000 Penalty: 5692.513672
	Iteration 95Q: 3 clusters Score -1.247215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -12472152.000000 Penalty: 5692.513672
	Iteration 96Q: 3 clusters Score -1.247215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -12472149.000000 Penalty: 5692.513672
	Iteration 97Q: 3 clusters Score -1.247215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -12472162.000000 Penalty: 5692.513672
	Iteration 98Q: 3 clusters Score -1.247216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -12472168.000000 Penalty: 5692.513672
	Iteration 99Q: 3 clusters Score -1.247217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -12472160.000000 Penalty: 5692.513672
	Iteration 100F: 3 clusters Score -1.247216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -12472161.000000 Penalty: 5692.513672
	Iteration 101Q: 3 clusters Score -1.247216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -12472159.000000 Penalty: 5692.513672
	Iteration 102Q: 3 clusters Score -1.247216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -12472157.000000 Penalty: 5692.513672
	Iteration 103Q: 3 clusters Score -1.247216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -12472160.000000 Penalty: 5692.513672
	Iteration 104Q: 3 clusters Score -1.247216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -12472151.000000 Penalty: 5692.513672
	Iteration 105Q: 3 clusters Score -1.247215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -12472143.000000 Penalty: 5692.513672
	Iteration 106Q: 3 clusters Score -1.247214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -12472137.000000 Penalty: 5692.513672
	Iteration 107Q: 3 clusters Score -1.247214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -12472138.000000 Penalty: 5692.513672
	Iteration 108Q: 3 clusters Score -1.247214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -12472147.000000 Penalty: 5692.513672
	Iteration 109Q: 3 clusters Score -1.247215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -12472146.000000 Penalty: 5692.513672
	Iteration 110Q: 3 clusters Score -1.247215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -12472161.000000 Penalty: 5692.513672
	Iteration 111Q: 3 clusters Score -1.247216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -12472152.000000 Penalty: 5692.513672
	Iteration 112Q: 3 clusters Score -1.247215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 95019 members 
Entering Unmasked Estep 
Score: -12472159.000000 Penalty: 5692.513672
	Iteration 113Q: 3 clusters Score -1.247216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -12472155.000000 Penalty: 5692.513672
	Iteration 114Q: 3 clusters Score -1.247216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -12472160.000000 Penalty: 5692.513672
	Iteration 115Q: 3 clusters Score -1.247216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -12472165.000000 Penalty: 5692.513672
	Iteration 116Q: 3 clusters Score -1.247216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 95031 members 
Entering Unmasked Estep 
Score: -12472168.000000 Penalty: 5692.513672
	Iteration 117Q: 3 clusters Score -1.247217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -12472167.000000 Penalty: 5692.513672
	Iteration 118Q: 3 clusters Score -1.247217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -12472162.000000 Penalty: 5692.513672
	Iteration 119Q: 3 clusters Score -1.247216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -12472162.000000 Penalty: 5692.513672
	Iteration 120F: 3 clusters Score -1.247216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Entering Unmasked Estep 
Score: -4139370.750000 Penalty: 2568.018555
	Iteration 0F: 2 clusters Score -4139371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -4117835.250000 Penalty: 5136.037109
	Iteration 0F: 3 clusters Score -4117835 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4125588.250000 Penalty: 5136.037109
	Iteration 1F: 3 clusters Score -4125588 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4125959.750000 Penalty: 5136.037109
	Iteration 2Q: 3 clusters Score -4125960 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4126260.750000 Penalty: 5136.037109
	Iteration 3Q: 3 clusters Score -4126261 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4126495.500000 Penalty: 5136.037109
	Iteration 4Q: 3 clusters Score -4126496 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4126697.000000 Penalty: 5136.037109
	Iteration 5Q: 3 clusters Score -4126697 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4126894.500000 Penalty: 5136.037109
	Iteration 6Q: 3 clusters Score -4126894 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4127070.750000 Penalty: 5136.037109
	Iteration 7Q: 3 clusters Score -4127071 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4127276.250000 Penalty: 5136.037109
	Iteration 8Q: 3 clusters Score -4127276 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4127526.750000 Penalty: 5136.037109
	Iteration 9Q: 3 clusters Score -4127527 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4127846.750000 Penalty: 5136.037109
	Iteration 10Q: 3 clusters Score -4127847 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4128320.750000 Penalty: 5136.037109
	Iteration 11Q: 3 clusters Score -4128321 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4129059.750000 Penalty: 5136.037109
	Iteration 12Q: 3 clusters Score -4129060 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4130213.500000 Penalty: 5136.037109
	Iteration 13F: 3 clusters Score -4130214 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4131718.750000 Penalty: 5136.037109
	Iteration 14F: 3 clusters Score -4131719 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -4133479.750000 Penalty: 5136.037109
	Iteration 15F: 3 clusters Score -4133480 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4135003.750000 Penalty: 5136.037109
	Iteration 16F: 3 clusters Score -4135004 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4136030.000000 Penalty: 5136.037109
	Iteration 17Q: 3 clusters Score -4136030 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4136560.500000 Penalty: 5136.037109
	Iteration 18Q: 3 clusters Score -4136560 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4136825.250000 Penalty: 5136.037109
	Iteration 19Q: 3 clusters Score -4136825 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4136937.750000 Penalty: 5136.037109
	Iteration 20F: 3 clusters Score -4136938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4137010.750000 Penalty: 5136.037109
	Iteration 21Q: 3 clusters Score -4137011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4137034.500000 Penalty: 5136.037109
	Iteration 22Q: 3 clusters Score -4137034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4137054.250000 Penalty: 5136.037109
	Iteration 23Q: 3 clusters Score -4137054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4137065.500000 Penalty: 5136.037109
	Iteration 24Q: 3 clusters Score -4137066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4137077.750000 Penalty: 5136.037109
	Iteration 25Q: 3 clusters Score -4137078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4137086.250000 Penalty: 5136.037109
	Iteration 26Q: 3 clusters Score -4137086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4137095.250000 Penalty: 5136.037109
	Iteration 27Q: 3 clusters Score -4137095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4137092.000000 Penalty: 5136.037109
	Iteration 28Q: 3 clusters Score -4137092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4137098.500000 Penalty: 5136.037109
	Iteration 29Q: 3 clusters Score -4137098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4137105.750000 Penalty: 5136.037109
	Iteration 30Q: 3 clusters Score -4137106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4137115.750000 Penalty: 5136.037109
	Iteration 31Q: 3 clusters Score -4137116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4137115.250000 Penalty: 5136.037109
	Iteration 32Q: 3 clusters Score -4137115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4137131.750000 Penalty: 5136.037109
	Iteration 33Q: 3 clusters Score -4137132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4137136.500000 Penalty: 5136.037109
	Iteration 34Q: 3 clusters Score -4137136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4137138.250000 Penalty: 5136.037109
	Iteration 35Q: 3 clusters Score -4137138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4137138.250000 Penalty: 5136.037109
	Iteration 36F: 3 clusters Score -4137138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -239113.265625 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -239113.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -236445.125000 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -236445.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236915.218750 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -236915.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -237056.968750 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -237057 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -237127.250000 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -237127.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -237175.687500 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -237175.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -237211.062500 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -237211.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -237235.890625 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -237235.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -237251.062500 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -237251.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -237264.281250 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -237264.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -237275.296875 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -237275.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -237287.343750 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -237287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -237292.281250 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -237292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -237298.359375 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -237298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -237304.062500 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -237304.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -237312.000000 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -237312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237317.296875 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -237317.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237325.375000 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -237325.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -237334.093750 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -237334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237340.671875 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -237340.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237347.296875 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -237347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237352.437500 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -237352.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -237358.609375 Penalty: 3771.780518
	Iteration 21Q: 3 clusters Score -237358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -237363.078125 Penalty: 3771.780518
	Iteration 22Q: 3 clusters Score -237363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -237365.625000 Penalty: 3771.780518
	Iteration 23Q: 3 clusters Score -237365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -237369.578125 Penalty: 3771.780518
	Iteration 24Q: 3 clusters Score -237369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -237373.421875 Penalty: 3771.780518
	Iteration 25Q: 3 clusters Score -237373.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -237376.906250 Penalty: 3771.780518
	Iteration 26Q: 3 clusters Score -237376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -237378.203125 Penalty: 3771.780518
	Iteration 27Q: 3 clusters Score -237378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237379.500000 Penalty: 3771.780518
	Iteration 28Q: 3 clusters Score -237379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -237380.031250 Penalty: 3771.780518
	Iteration 29Q: 3 clusters Score -237380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -237380.937500 Penalty: 3771.780518
	Iteration 30Q: 3 clusters Score -237380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -237381.265625 Penalty: 3771.780518
	Iteration 31Q: 3 clusters Score -237381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -237381.265625 Penalty: 3771.780518
	Iteration 32F: 3 clusters Score -237381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Entering Unmasked Estep 
Score: -3985651.750000 Penalty: 2565.335449
	Iteration 0F: 2 clusters Score -3985652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3964468.250000 Penalty: 5130.670898
	Iteration 0F: 3 clusters Score -3964468 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3972366.000000 Penalty: 5130.670898
	Iteration 1F: 3 clusters Score -3972366 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3973069.750000 Penalty: 5130.670898
	Iteration 2F: 3 clusters Score -3973070 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3973819.500000 Penalty: 5130.670898
	Iteration 3F: 3 clusters Score -3973820 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3974825.500000 Penalty: 5130.670898
	Iteration 4F: 3 clusters Score -3974826 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3976220.750000 Penalty: 5130.670898
	Iteration 5F: 3 clusters Score -3976221 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3978093.500000 Penalty: 5130.670898
	Iteration 6F: 3 clusters Score -3978094 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3980292.000000 Penalty: 5130.670898
	Iteration 7F: 3 clusters Score -3980292 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3981855.250000 Penalty: 5130.670898
	Iteration 8F: 3 clusters Score -3981855 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3982477.000000 Penalty: 5130.670898
	Iteration 9Q: 3 clusters Score -3982477 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3982726.250000 Penalty: 5130.670898
	Iteration 10Q: 3 clusters Score -3982726 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3982858.500000 Penalty: 5130.670898
	Iteration 11Q: 3 clusters Score -3982858 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3982960.000000 Penalty: 5130.670898
	Iteration 12Q: 3 clusters Score -3982960 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3983035.000000 Penalty: 5130.670898
	Iteration 13Q: 3 clusters Score -3983035 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3983101.750000 Penalty: 5130.670898
	Iteration 14Q: 3 clusters Score -3983102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3983184.000000 Penalty: 5130.670898
	Iteration 15Q: 3 clusters Score -3983184 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3983251.750000 Penalty: 5130.670898
	Iteration 16Q: 3 clusters Score -3983252 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3983298.750000 Penalty: 5130.670898
	Iteration 17Q: 3 clusters Score -3983299 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3983356.250000 Penalty: 5130.670898
	Iteration 18Q: 3 clusters Score -3983356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3983384.000000 Penalty: 5130.670898
	Iteration 19Q: 3 clusters Score -3983384 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -3983418.000000 Penalty: 5130.670898
	Iteration 20F: 3 clusters Score -3983418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3983465.000000 Penalty: 5130.670898
	Iteration 21Q: 3 clusters Score -3983465 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3983496.500000 Penalty: 5130.670898
	Iteration 22Q: 3 clusters Score -3983496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3983512.750000 Penalty: 5130.670898
	Iteration 23Q: 3 clusters Score -3983513 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3983525.500000 Penalty: 5130.670898
	Iteration 24Q: 3 clusters Score -3983526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3983543.250000 Penalty: 5130.670898
	Iteration 25Q: 3 clusters Score -3983543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3983566.500000 Penalty: 5130.670898
	Iteration 26Q: 3 clusters Score -3983566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3983594.250000 Penalty: 5130.670898
	Iteration 27Q: 3 clusters Score -3983594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3983620.500000 Penalty: 5130.670898
	Iteration 28Q: 3 clusters Score -3983620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3983638.750000 Penalty: 5130.670898
	Iteration 29Q: 3 clusters Score -3983639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3983663.250000 Penalty: 5130.670898
	Iteration 30Q: 3 clusters Score -3983663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3983669.000000 Penalty: 5130.670898
	Iteration 31Q: 3 clusters Score -3983669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3983687.750000 Penalty: 5130.670898
	Iteration 32Q: 3 clusters Score -3983688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3983696.500000 Penalty: 5130.670898
	Iteration 33Q: 3 clusters Score -3983696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3983711.500000 Penalty: 5130.670898
	Iteration 34Q: 3 clusters Score -3983712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3983735.750000 Penalty: 5130.670898
	Iteration 35Q: 3 clusters Score -3983736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3983772.250000 Penalty: 5130.670898
	Iteration 36Q: 3 clusters Score -3983772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3983794.000000 Penalty: 5130.670898
	Iteration 37Q: 3 clusters Score -3983794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3983810.500000 Penalty: 5130.670898
	Iteration 38Q: 3 clusters Score -3983810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3983819.250000 Penalty: 5130.670898
	Iteration 39Q: 3 clusters Score -3983819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3983826.500000 Penalty: 5130.670898
	Iteration 40F: 3 clusters Score -3983826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3983832.000000 Penalty: 5130.670898
	Iteration 41Q: 3 clusters Score -3983832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3983854.500000 Penalty: 5130.670898
	Iteration 42Q: 3 clusters Score -3983854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3983862.500000 Penalty: 5130.670898
	Iteration 43Q: 3 clusters Score -3983862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3983881.000000 Penalty: 5130.670898
	Iteration 44Q: 3 clusters Score -3983881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3983897.250000 Penalty: 5130.670898
	Iteration 45Q: 3 clusters Score -3983897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3983902.500000 Penalty: 5130.670898
	Iteration 46Q: 3 clusters Score -3983902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3983912.000000 Penalty: 5130.670898
	Iteration 47Q: 3 clusters Score -3983912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3983915.750000 Penalty: 5130.670898
	Iteration 48Q: 3 clusters Score -3983916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3983923.000000 Penalty: 5130.670898
	Iteration 49Q: 3 clusters Score -3983923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3983920.000000 Penalty: 5130.670898
	Iteration 50Q: 3 clusters Score -3983920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3983920.250000 Penalty: 5130.670898
	Iteration 51Q: 3 clusters Score -3983920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3983918.250000 Penalty: 5130.670898
	Iteration 52Q: 3 clusters Score -3983918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3983930.750000 Penalty: 5130.670898
	Iteration 53Q: 3 clusters Score -3983931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3983935.250000 Penalty: 5130.670898
	Iteration 54Q: 3 clusters Score -3983935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3983929.750000 Penalty: 5130.670898
	Iteration 55Q: 3 clusters Score -3983930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3983928.500000 Penalty: 5130.670898
	Iteration 56Q: 3 clusters Score -3983928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3983934.000000 Penalty: 5130.670898
	Iteration 57Q: 3 clusters Score -3983934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3983936.750000 Penalty: 5130.670898
	Iteration 58Q: 3 clusters Score -3983937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3983934.250000 Penalty: 5130.670898
	Iteration 59Q: 3 clusters Score -3983934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3983934.250000 Penalty: 5130.670898
	Iteration 60F: 3 clusters Score -3983934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Entering Unmasked Estep 
Score: -8365975.000000 Penalty: 2746.917236
	Iteration 0F: 2 clusters Score -8365975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -8322623.500000 Penalty: 5493.834473
	Iteration 0F: 3 clusters Score -8322624 nChanged 30151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -8339255.500000 Penalty: 5493.834473
	Iteration 1F: 3 clusters Score -8339256 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8339777.000000 Penalty: 5493.834473
	Iteration 2Q: 3 clusters Score -8339777 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -8340257.500000 Penalty: 5493.834473
	Iteration 3Q: 3 clusters Score -8340258 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -8340733.000000 Penalty: 5493.834473
	Iteration 4Q: 3 clusters Score -8340733 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -8341422.000000 Penalty: 5493.834473
	Iteration 5Q: 3 clusters Score -8341422 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -8342454.500000 Penalty: 5493.834473
	Iteration 6Q: 3 clusters Score -8342454 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8344234.000000 Penalty: 5493.834473
	Iteration 7F: 3 clusters Score -8344234 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -8346992.500000 Penalty: 5493.834473
	Iteration 8F: 3 clusters Score -8346992 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -8351003.500000 Penalty: 5493.834473
	Iteration 9F: 3 clusters Score -8351004 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8355772.500000 Penalty: 5493.834473
	Iteration 10F: 3 clusters Score -8355772 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8359584 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8361835 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8362868 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8363460 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8363765 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8363942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8364040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8364100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8364115.500000 Penalty: 5493.834473
	Iteration 19Q: 3 clusters Score -8364116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8364138.000000 Penalty: 5493.834473
	Iteration 20F: 3 clusters Score -8364138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8364141.000000 Penalty: 5493.834473
	Iteration 21Q: 3 clusters Score -8364141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8364169.000000 Penalty: 5493.834473
	Iteration 22Q: 3 clusters Score -8364169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8364184.000000 Penalty: 5493.834473
	Iteration 23Q: 3 clusters Score -8364184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8364190.500000 Penalty: 5493.834473
	Iteration 24Q: 3 clusters Score -8364190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8364188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8364194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8364193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8364200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8364201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8364207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8364212.500000 Penalty: 5493.834473
	Iteration 31Q: 3 clusters Score -8364212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8364218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8364215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8364210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8364210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8364208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8364207.500000 Penalty: 5493.834473
	Iteration 37F: 3 clusters Score -8364208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113518 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75946 members 
Mstep: Class 8 contains 189092 members 
Mstep: Class 9 contains 166283 members 
Mstep: Class 10 contains 180711 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222970 members 
Mstep: Class 18 contains 96456 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31073 members 
Mstep: Class 22 contains 64620 members 
Entering Unmasked Estep 
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Iteration 199Q: 20 clusters Score -1.496951e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113511 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75956 members 
Mstep: Class 8 contains 189168 members 
Mstep: Class 9 contains 166192 members 
Mstep: Class 10 contains 180699 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223002 members 
Mstep: Class 18 contains 96469 members 
Mstep: Class 19 contains 31398 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31082 members 
Mstep: Class 22 contains 64593 members 
Entering Unmasked Estep 
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Iteration 200F: 20 clusters Score -1.496952e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113517 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 75972 members 
Mstep: Class 8 contains 189260 members 
Mstep: Class 9 contains 166111 members 
Mstep: Class 10 contains 180691 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223032 members 
Mstep: Class 18 contains 96473 members 
Mstep: Class 19 contains 31357 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31083 members 
Mstep: Class 22 contains 64568 members 
Entering Unmasked Estep 
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Iteration 201Q: 20 clusters Score -1.496951e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113524 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 75985 members 
Mstep: Class 8 contains 189325 members 
Mstep: Class 9 contains 166024 members 
Mstep: Class 10 contains 180690 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223037 members 
Mstep: Class 18 contains 96473 members 
Mstep: Class 19 contains 31358 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31079 members 
Mstep: Class 22 contains 64557 members 
Entering Unmasked Estep 
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Iteration 202Q: 20 clusters Score -1.496952e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113520 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76016 members 
Mstep: Class 8 contains 189386 members 
Mstep: Class 9 contains 165949 members 
Mstep: Class 10 contains 180694 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223058 members 
Mstep: Class 18 contains 96469 members 
Mstep: Class 19 contains 31332 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31079 members 
Mstep: Class 22 contains 64544 members 
Entering Unmasked Estep 
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Iteration 203Q: 20 clusters Score -1.496954e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113515 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76050 members 
Mstep: Class 8 contains 189461 members 
Mstep: Class 9 contains 165876 members 
Mstep: Class 10 contains 180696 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223081 members 
Mstep: Class 18 contains 96458 members 
Mstep: Class 19 contains 31291 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31091 members 
Mstep: Class 22 contains 64526 members 
Entering Unmasked Estep 
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Iteration 204Q: 20 clusters Score -1.496954e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113508 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76080 members 
Mstep: Class 8 contains 189507 members 
Mstep: Class 9 contains 165806 members 
Mstep: Class 10 contains 180725 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223099 members 
Mstep: Class 18 contains 96444 members 
Mstep: Class 19 contains 31238 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31106 members 
Mstep: Class 22 contains 64527 members 
Entering Unmasked Estep 
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Iteration 205Q: 20 clusters Score -1.496956e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113510 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76119 members 
Mstep: Class 8 contains 189562 members 
Mstep: Class 9 contains 165759 members 
Mstep: Class 10 contains 180721 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223103 members 
Mstep: Class 18 contains 96437 members 
Mstep: Class 19 contains 31185 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31132 members 
Mstep: Class 22 contains 64510 members 
Entering Unmasked Estep 
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Iteration 206Q: 20 clusters Score -1.496956e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113512 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76136 members 
Mstep: Class 8 contains 189596 members 
Mstep: Class 9 contains 165712 members 
Mstep: Class 10 contains 180733 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223134 members 
Mstep: Class 18 contains 96430 members 
Mstep: Class 19 contains 31117 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31161 members 
Mstep: Class 22 contains 64500 members 
Entering Unmasked Estep 
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Iteration 207Q: 20 clusters Score -1.496956e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113515 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76149 members 
Mstep: Class 8 contains 189649 members 
Mstep: Class 9 contains 165655 members 
Mstep: Class 10 contains 180738 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223157 members 
Mstep: Class 18 contains 96432 members 
Mstep: Class 19 contains 31066 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31181 members 
Mstep: Class 22 contains 64483 members 
Entering Unmasked Estep 
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Iteration 208Q: 20 clusters Score -1.496956e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113548 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76167 members 
Mstep: Class 8 contains 189719 members 
Mstep: Class 9 contains 165592 members 
Mstep: Class 10 contains 180725 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223159 members 
Mstep: Class 18 contains 96451 members 
Mstep: Class 19 contains 30982 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31207 members 
Mstep: Class 22 contains 64467 members 
Entering Unmasked Estep 
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Iteration 209Q: 20 clusters Score -1.496956e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113586 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76184 members 
Mstep: Class 8 contains 189794 members 
Mstep: Class 9 contains 165509 members 
Mstep: Class 10 contains 180727 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223158 members 
Mstep: Class 18 contains 96462 members 
Mstep: Class 19 contains 30920 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 64452 members 
Entering Unmasked Estep 
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Iteration 210Q: 20 clusters Score -1.496957e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113611 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76203 members 
Mstep: Class 8 contains 189846 members 
Mstep: Class 9 contains 165425 members 
Mstep: Class 10 contains 180716 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223190 members 
Mstep: Class 18 contains 96471 members 
Mstep: Class 19 contains 30846 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31244 members 
Mstep: Class 22 contains 64453 members 
Entering Unmasked Estep 
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Iteration 211Q: 20 clusters Score -1.496957e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113624 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76223 members 
Mstep: Class 8 contains 189910 members 
Mstep: Class 9 contains 165355 members 
Mstep: Class 10 contains 180728 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223185 members 
Mstep: Class 18 contains 96489 members 
Mstep: Class 19 contains 30761 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31261 members 
Mstep: Class 22 contains 64463 members 
Entering Unmasked Estep 
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Iteration 212Q: 20 clusters Score -1.496959e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113638 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76243 members 
Mstep: Class 8 contains 189950 members 
Mstep: Class 9 contains 165287 members 
Mstep: Class 10 contains 180735 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223189 members 
Mstep: Class 18 contains 96491 members 
Mstep: Class 19 contains 30708 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31281 members 
Mstep: Class 22 contains 64470 members 
Entering Unmasked Estep 
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Iteration 213Q: 20 clusters Score -1.496958e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113636 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 76267 members 
Mstep: Class 8 contains 190015 members 
Mstep: Class 9 contains 165218 members 
Mstep: Class 10 contains 180753 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223197 members 
Mstep: Class 18 contains 96483 members 
Mstep: Class 19 contains 30640 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31295 members 
Mstep: Class 22 contains 64481 members 
Entering Unmasked Estep 
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Iteration 214Q: 20 clusters Score -1.496957e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113627 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 76308 members 
Mstep: Class 8 contains 190054 members 
Mstep: Class 9 contains 165155 members 
Mstep: Class 10 contains 180811 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223169 members 
Mstep: Class 18 contains 96470 members 
Mstep: Class 19 contains 30580 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31318 members 
Mstep: Class 22 contains 64489 members 
Entering Unmasked Estep 
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Iteration 215Q: 20 clusters Score -1.496958e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113622 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76349 members 
Mstep: Class 8 contains 190138 members 
Mstep: Class 9 contains 165078 members 
Mstep: Class 10 contains 180832 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223144 members 
Mstep: Class 18 contains 96455 members 
Mstep: Class 19 contains 30537 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31333 members 
Mstep: Class 22 contains 64490 members 
Entering Unmasked Estep 
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Iteration 216Q: 20 clusters Score -1.496959e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113635 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76380 members 
Mstep: Class 8 contains 190201 members 
Mstep: Class 9 contains 165013 members 
Mstep: Class 10 contains 180854 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223154 members 
Mstep: Class 18 contains 96429 members 
Mstep: Class 19 contains 30475 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31349 members 
Mstep: Class 22 contains 64482 members 
Entering Unmasked Estep 
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Iteration 217Q: 20 clusters Score -1.496959e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113644 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76415 members 
Mstep: Class 8 contains 190246 members 
Mstep: Class 9 contains 164967 members 
Mstep: Class 10 contains 180857 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223177 members 
Mstep: Class 18 contains 96400 members 
Mstep: Class 19 contains 30421 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31353 members 
Mstep: Class 22 contains 64485 members 
Entering Unmasked Estep 
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Iteration 218Q: 20 clusters Score -1.49696e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113644 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76440 members 
Mstep: Class 8 contains 190316 members 
Mstep: Class 9 contains 164915 members 
Mstep: Class 10 contains 180838 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223192 members 
Mstep: Class 18 contains 96395 members 
Mstep: Class 19 contains 30375 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31359 members 
Mstep: Class 22 contains 64480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695776.000000 Penalty: 65918.976562
Iteration 219Q: 20 clusters Score -1.496958e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113655 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 76469 members 
Mstep: Class 8 contains 190367 members 
Mstep: Class 9 contains 164834 members 
Mstep: Class 10 contains 180813 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223211 members 
Mstep: Class 18 contains 96381 members 
Mstep: Class 19 contains 30359 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31370 members 
Mstep: Class 22 contains 64478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695648.000000 Penalty: 65918.976562
Iteration 220F: 20 clusters Score -1.496956e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113679 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 76504 members 
Mstep: Class 8 contains 190414 members 
Mstep: Class 9 contains 164769 members 
Mstep: Class 10 contains 180789 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223236 members 
Mstep: Class 18 contains 96378 members 
Mstep: Class 19 contains 30312 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31381 members 
Mstep: Class 22 contains 64464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695568.000000 Penalty: 65918.976562
Iteration 221Q: 20 clusters Score -1.496956e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113688 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 76514 members 
Mstep: Class 8 contains 190488 members 
Mstep: Class 9 contains 164693 members 
Mstep: Class 10 contains 180772 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223273 members 
Mstep: Class 18 contains 96365 members 
Mstep: Class 19 contains 30283 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31394 members 
Mstep: Class 22 contains 64447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695568.000000 Penalty: 65918.976562
Iteration 222Q: 20 clusters Score -1.496956e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113673 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76530 members 
Mstep: Class 8 contains 190577 members 
Mstep: Class 9 contains 164613 members 
Mstep: Class 10 contains 180751 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223278 members 
Mstep: Class 18 contains 96358 members 
Mstep: Class 19 contains 30269 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31414 members 
Mstep: Class 22 contains 64448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695472.000000 Penalty: 65918.976562
Iteration 223Q: 20 clusters Score -1.496955e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113668 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76552 members 
Mstep: Class 8 contains 190621 members 
Mstep: Class 9 contains 164527 members 
Mstep: Class 10 contains 180741 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223291 members 
Mstep: Class 18 contains 96355 members 
Mstep: Class 19 contains 30275 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31421 members 
Mstep: Class 22 contains 64457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695264.000000 Penalty: 65918.976562
Iteration 224Q: 20 clusters Score -1.496953e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113674 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76589 members 
Mstep: Class 8 contains 190633 members 
Mstep: Class 9 contains 164448 members 
Mstep: Class 10 contains 180743 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223300 members 
Mstep: Class 18 contains 96361 members 
Mstep: Class 19 contains 30265 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31428 members 
Mstep: Class 22 contains 64462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695376.000000 Penalty: 65918.976562
Iteration 225Q: 20 clusters Score -1.496954e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113681 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76607 members 
Mstep: Class 8 contains 190642 members 
Mstep: Class 9 contains 164387 members 
Mstep: Class 10 contains 180724 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223316 members 
Mstep: Class 18 contains 96340 members 
Mstep: Class 19 contains 30284 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31438 members 
Mstep: Class 22 contains 64476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695520.000000 Penalty: 65918.976562
Iteration 226Q: 20 clusters Score -1.496955e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113684 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76616 members 
Mstep: Class 8 contains 190624 members 
Mstep: Class 9 contains 164324 members 
Mstep: Class 10 contains 180717 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223341 members 
Mstep: Class 18 contains 96336 members 
Mstep: Class 19 contains 30290 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31462 members 
Mstep: Class 22 contains 64495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695472.000000 Penalty: 65918.976562
Iteration 227Q: 20 clusters Score -1.496955e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113686 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76622 members 
Mstep: Class 8 contains 190619 members 
Mstep: Class 9 contains 164278 members 
Mstep: Class 10 contains 180741 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223355 members 
Mstep: Class 18 contains 96314 members 
Mstep: Class 19 contains 30289 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31486 members 
Mstep: Class 22 contains 64492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695376.000000 Penalty: 65918.976562
Iteration 228Q: 20 clusters Score -1.496954e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113703 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76612 members 
Mstep: Class 8 contains 190581 members 
Mstep: Class 9 contains 164249 members 
Mstep: Class 10 contains 180744 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223395 members 
Mstep: Class 18 contains 96307 members 
Mstep: Class 19 contains 30277 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31507 members 
Mstep: Class 22 contains 64496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695504.000000 Penalty: 65918.976562
Iteration 229Q: 20 clusters Score -1.496955e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113708 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76608 members 
Mstep: Class 8 contains 190527 members 
Mstep: Class 9 contains 164231 members 
Mstep: Class 10 contains 180749 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223432 members 
Mstep: Class 18 contains 96294 members 
Mstep: Class 19 contains 30293 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31524 members 
Mstep: Class 22 contains 64496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695392.000000 Penalty: 65918.976562
Iteration 230Q: 20 clusters Score -1.496954e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113708 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76610 members 
Mstep: Class 8 contains 190451 members 
Mstep: Class 9 contains 164204 members 
Mstep: Class 10 contains 180765 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223488 members 
Mstep: Class 18 contains 96295 members 
Mstep: Class 19 contains 30294 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 31552 members 
Mstep: Class 22 contains 64488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695680.000000 Penalty: 65918.976562
Iteration 231Q: 20 clusters Score -1.496957e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113710 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76625 members 
Mstep: Class 8 contains 190380 members 
Mstep: Class 9 contains 164180 members 
Mstep: Class 10 contains 180784 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223511 members 
Mstep: Class 18 contains 96302 members 
Mstep: Class 19 contains 30298 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 31573 members 
Mstep: Class 22 contains 64485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695456.000000 Penalty: 65918.976562
Iteration 232Q: 20 clusters Score -1.496955e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113722 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76641 members 
Mstep: Class 8 contains 190340 members 
Mstep: Class 9 contains 164158 members 
Mstep: Class 10 contains 180801 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223540 members 
Mstep: Class 18 contains 96310 members 
Mstep: Class 19 contains 30281 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 31584 members 
Mstep: Class 22 contains 64466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695472.000000 Penalty: 65918.976562
Iteration 233Q: 20 clusters Score -1.496955e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113732 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76646 members 
Mstep: Class 8 contains 190268 members 
Mstep: Class 9 contains 164183 members 
Mstep: Class 10 contains 180810 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223578 members 
Mstep: Class 18 contains 96330 members 
Mstep: Class 19 contains 30228 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 64450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695424.000000 Penalty: 65918.976562
Iteration 234Q: 20 clusters Score -1.496954e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113733 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76666 members 
Mstep: Class 8 contains 190179 members 
Mstep: Class 9 contains 164186 members 
Mstep: Class 10 contains 180846 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223617 members 
Mstep: Class 18 contains 96340 members 
Mstep: Class 19 contains 30193 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 31623 members 
Mstep: Class 22 contains 64442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695984.000000 Penalty: 65918.976562
Iteration 235Q: 20 clusters Score -1.49696e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113714 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76687 members 
Mstep: Class 8 contains 190138 members 
Mstep: Class 9 contains 164211 members 
Mstep: Class 10 contains 180868 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223637 members 
Mstep: Class 18 contains 96350 members 
Mstep: Class 19 contains 30167 members 
Mstep: Class 20 contains 2003 members 
Mstep: Class 21 contains 31618 members 
Mstep: Class 22 contains 64429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695968.000000 Penalty: 65918.976562
Iteration 236Q: 20 clusters Score -1.49696e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113704 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76706 members 
Mstep: Class 8 contains 190097 members 
Mstep: Class 9 contains 164221 members 
Mstep: Class 10 contains 180895 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223651 members 
Mstep: Class 18 contains 96359 members 
Mstep: Class 19 contains 30144 members 
Mstep: Class 20 contains 2004 members 
Mstep: Class 21 contains 31624 members 
Mstep: Class 22 contains 64410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696096.000000 Penalty: 65918.976562
Iteration 237Q: 20 clusters Score -1.496961e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113678 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76714 members 
Mstep: Class 8 contains 190073 members 
Mstep: Class 9 contains 164222 members 
Mstep: Class 10 contains 180917 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223661 members 
Mstep: Class 18 contains 96360 members 
Mstep: Class 19 contains 30148 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 31622 members 
Mstep: Class 22 contains 64403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696272.000000 Penalty: 65918.976562
Iteration 238Q: 20 clusters Score -1.496963e+08 nChanged 1018
Entering ConstructFrom: 
Score: -149696272.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (8348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Entering Unmasked Estep 
Score: -1024331.500000 Penalty: 2239.384766
	Iteration 0F: 2 clusters Score -1024332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1017679.375000 Penalty: 4478.769531
	Iteration 0F: 3 clusters Score -1017679 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1019596.625000 Penalty: 4478.769531
	Iteration 1F: 3 clusters Score -1019597 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1019945.000000 Penalty: 4478.769531
	Iteration 2F: 3 clusters Score -1019945 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1020235.875000 Penalty: 4478.769531
	Iteration 3F: 3 clusters Score -1020236 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1020503.062500 Penalty: 4478.769531
	Iteration 4F: 3 clusters Score -1020503 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1020741.875000 Penalty: 4478.769531
	Iteration 5Q: 3 clusters Score -1020742 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1020959.937500 Penalty: 4478.769531
	Iteration 6Q: 3 clusters Score -1020960 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1021191.437500 Penalty: 4478.769531
	Iteration 7Q: 3 clusters Score -1021191 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1021440.062500 Penalty: 4478.769531
	Iteration 8Q: 3 clusters Score -1021440 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1021675.562500 Penalty: 4478.769531
	Iteration 9Q: 3 clusters Score -1021676 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1021889.687500 Penalty: 4478.769531
	Iteration 10Q: 3 clusters Score -1021890 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1022080.875000 Penalty: 4478.769531
	Iteration 11Q: 3 clusters Score -1022081 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1022237.125000 Penalty: 4478.769531
	Iteration 12Q: 3 clusters Score -1022237 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1022377.625000 Penalty: 4478.769531
	Iteration 13Q: 3 clusters Score -1022378 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1022493.125000 Penalty: 4478.769531
	Iteration 14Q: 3 clusters Score -1022493 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1022572.875000 Penalty: 4478.769531
	Iteration 15Q: 3 clusters Score -1022573 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1022641.000000 Penalty: 4478.769531
	Iteration 16Q: 3 clusters Score -1022641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1022698.562500 Penalty: 4478.769531
	Iteration 17Q: 3 clusters Score -1022699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1022738.750000 Penalty: 4478.769531
	Iteration 18Q: 3 clusters Score -1022739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1022762.062500 Penalty: 4478.769531
	Iteration 19Q: 3 clusters Score -1022762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1022790.375000 Penalty: 4478.769531
	Iteration 20F: 3 clusters Score -1022790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1022807.250000 Penalty: 4478.769531
	Iteration 21Q: 3 clusters Score -1022807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1022822.562500 Penalty: 4478.769531
	Iteration 22Q: 3 clusters Score -1022823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1022838.562500 Penalty: 4478.769531
	Iteration 23Q: 3 clusters Score -1022839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1022852.687500 Penalty: 4478.769531
	Iteration 24Q: 3 clusters Score -1022853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1022865.187500 Penalty: 4478.769531
	Iteration 25Q: 3 clusters Score -1022865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1022879.062500 Penalty: 4478.769531
	Iteration 26Q: 3 clusters Score -1022879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1022893.187500 Penalty: 4478.769531
	Iteration 27Q: 3 clusters Score -1022893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1022913.875000 Penalty: 4478.769531
	Iteration 28Q: 3 clusters Score -1022914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1022940.625000 Penalty: 4478.769531
	Iteration 29Q: 3 clusters Score -1022941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1022968.375000 Penalty: 4478.769531
	Iteration 30Q: 3 clusters Score -1022968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1022989.687500 Penalty: 4478.769531
	Iteration 31Q: 3 clusters Score -1022990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1023006.062500 Penalty: 4478.769531
	Iteration 32Q: 3 clusters Score -1023006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1023024.062500 Penalty: 4478.769531
	Iteration 33Q: 3 clusters Score -1023024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1023036.312500 Penalty: 4478.769531
	Iteration 34Q: 3 clusters Score -1023036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1023041.562500 Penalty: 4478.769531
	Iteration 35Q: 3 clusters Score -1023042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1023049.812500 Penalty: 4478.769531
	Iteration 36Q: 3 clusters Score -1023050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1023053.312500 Penalty: 4478.769531
	Iteration 37Q: 3 clusters Score -1023053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1023055.062500 Penalty: 4478.769531
	Iteration 38Q: 3 clusters Score -1023055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1023054.375000 Penalty: 4478.769531
	Iteration 39Q: 3 clusters Score -1023054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1023056.500000 Penalty: 4478.769531
	Iteration 40F: 3 clusters Score -1023056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1023058.125000 Penalty: 4478.769531
	Iteration 41Q: 3 clusters Score -1023058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1023057.437500 Penalty: 4478.769531
	Iteration 42Q: 3 clusters Score -1023057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1023064.125000 Penalty: 4478.769531
	Iteration 43Q: 3 clusters Score -1023064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1023067.375000 Penalty: 4478.769531
	Iteration 44Q: 3 clusters Score -1023067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1023072.312500 Penalty: 4478.769531
	Iteration 45Q: 3 clusters Score -1023072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1023076.562500 Penalty: 4478.769531
	Iteration 46Q: 3 clusters Score -1023077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1023080.187500 Penalty: 4478.769531
	Iteration 47Q: 3 clusters Score -1023080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1023081.875000 Penalty: 4478.769531
	Iteration 48Q: 3 clusters Score -1023082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1023086.625000 Penalty: 4478.769531
	Iteration 49Q: 3 clusters Score -1023087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1023088.125000 Penalty: 4478.769531
	Iteration 50Q: 3 clusters Score -1023088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1023090.000000 Penalty: 4478.769531
	Iteration 51Q: 3 clusters Score -1023090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1023090.937500 Penalty: 4478.769531
	Iteration 52Q: 3 clusters Score -1023091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1023093.625000 Penalty: 4478.769531
	Iteration 53Q: 3 clusters Score -1023094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1023096.062500 Penalty: 4478.769531
	Iteration 54Q: 3 clusters Score -1023096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1023094.187500 Penalty: 4478.769531
	Iteration 55Q: 3 clusters Score -1023094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1023096.250000 Penalty: 4478.769531
	Iteration 56Q: 3 clusters Score -1023096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1023097.812500 Penalty: 4478.769531
	Iteration 57Q: 3 clusters Score -1023098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1023097.625000 Penalty: 4478.769531
	Iteration 58Q: 3 clusters Score -1023098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1023099.625000 Penalty: 4478.769531
	Iteration 59Q: 3 clusters Score -1023100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1023099.750000 Penalty: 4478.769531
	Iteration 60F: 3 clusters Score -1023100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1023100.312500 Penalty: 4478.769531
	Iteration 61Q: 3 clusters Score -1023100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1023104.812500 Penalty: 4478.769531
	Iteration 62Q: 3 clusters Score -1023105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1023107.937500 Penalty: 4478.769531
	Iteration 63Q: 3 clusters Score -1023108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1023110.500000 Penalty: 4478.769531
	Iteration 64Q: 3 clusters Score -1023110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1023111.687500 Penalty: 4478.769531
	Iteration 65Q: 3 clusters Score -1023112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1023111.562500 Penalty: 4478.769531
	Iteration 66Q: 3 clusters Score -1023112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1023113.250000 Penalty: 4478.769531
	Iteration 67Q: 3 clusters Score -1023113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1023112.312500 Penalty: 4478.769531
	Iteration 68Q: 3 clusters Score -1023112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1023112.187500 Penalty: 4478.769531
	Iteration 69Q: 3 clusters Score -1023112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1023113.812500 Penalty: 4478.769531
	Iteration 70Q: 3 clusters Score -1023114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1023113.750000 Penalty: 4478.769531
	Iteration 71Q: 3 clusters Score -1023114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1023116.250000 Penalty: 4478.769531
	Iteration 72Q: 3 clusters Score -1023116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1023116.375000 Penalty: 4478.769531
	Iteration 73Q: 3 clusters Score -1023116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1023116.375000 Penalty: 4478.769531
	Iteration 74F: 3 clusters Score -1023116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -56154.808594 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56154.81 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 253 members 
Entering Unmasked Estep 
Score: -54765.492188 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54765.49 nChanged 102
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: -55029.269531 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -55029.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55226.718750 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -55226.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55346.515625 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -55346.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -55478.230469 Penalty: 3074.445312
	Iteration 4F: 3 clusters Score -55478.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -55529.425781 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -55529.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -55576.789062 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -55576.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -55625.183594 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -55625.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -55669.382812 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -55669.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -55685.757812 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -55685.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -55699.023438 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -55699.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -55699.023438 Penalty: 3074.445312
	Iteration 11F: 3 clusters Score -55699.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Entering Unmasked Estep 
Score: -14584050.000000 Penalty: 2886.937988
	Iteration 0F: 2 clusters Score -1.458405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -14507989.000000 Penalty: 5773.875977
	Iteration 0F: 3 clusters Score -1.450799e+07 nChanged 54170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53281 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -14539720.000000 Penalty: 5773.875977
	Iteration 1F: 3 clusters Score -1.453972e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -14541171.000000 Penalty: 5773.875977
	Iteration 2Q: 3 clusters Score -1.454117e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -14543293.000000 Penalty: 5773.875977
	Iteration 3Q: 3 clusters Score -1.454329e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -14546899.000000 Penalty: 5773.875977
	Iteration 4F: 3 clusters Score -1.45469e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -14552364.000000 Penalty: 5773.875977
	Iteration 5F: 3 clusters Score -1.455236e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -14559551.000000 Penalty: 5773.875977
	Iteration 6F: 3 clusters Score -1.455955e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -14566429.000000 Penalty: 5773.875977
	Iteration 7F: 3 clusters Score -1.456643e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -14571815.000000 Penalty: 5773.875977
	Iteration 8F: 3 clusters Score -1.457182e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -14575268.000000 Penalty: 5773.875977
	Iteration 9Q: 3 clusters Score -1.457527e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -14577471.000000 Penalty: 5773.875977
	Iteration 10Q: 3 clusters Score -1.457747e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -14578468.000000 Penalty: 5773.875977
	Iteration 11Q: 3 clusters Score -1.457847e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -14579076.000000 Penalty: 5773.875977
	Iteration 12Q: 3 clusters Score -1.457908e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -14579645.000000 Penalty: 5773.875977
	Iteration 13Q: 3 clusters Score -1.457964e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -14580149.000000 Penalty: 5773.875977
	Iteration 14Q: 3 clusters Score -1.458015e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -14580493.000000 Penalty: 5773.875977
	Iteration 15Q: 3 clusters Score -1.458049e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -14580770.000000 Penalty: 5773.875977
	Iteration 16Q: 3 clusters Score -1.458077e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -14581019.000000 Penalty: 5773.875977
	Iteration 17Q: 3 clusters Score -1.458102e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -14581116.000000 Penalty: 5773.875977
	Iteration 18Q: 3 clusters Score -1.458112e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -14581268.000000 Penalty: 5773.875977
	Iteration 19Q: 3 clusters Score -1.458127e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -14581442.000000 Penalty: 5773.875977
	Iteration 20F: 3 clusters Score -1.458144e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -14581541.000000 Penalty: 5773.875977
	Iteration 21Q: 3 clusters Score -1.458154e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -14581679.000000 Penalty: 5773.875977
	Iteration 22Q: 3 clusters Score -1.458168e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -14581758.000000 Penalty: 5773.875977
	Iteration 23Q: 3 clusters Score -1.458176e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -14581840.000000 Penalty: 5773.875977
	Iteration 24Q: 3 clusters Score -1.458184e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 109943 members 
Entering Unmasked Estep 
Score: -14581925.000000 Penalty: 5773.875977
	Iteration 25Q: 3 clusters Score -1.458192e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -14581929.000000 Penalty: 5773.875977
	Iteration 26Q: 3 clusters Score -1.458193e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 110276 members 
Entering Unmasked Estep 
Score: -14581960.000000 Penalty: 5773.875977
	Iteration 27Q: 3 clusters Score -1.458196e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 110404 members 
Entering Unmasked Estep 
Score: -14582013.000000 Penalty: 5773.875977
	Iteration 28Q: 3 clusters Score -1.458201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -14582025.000000 Penalty: 5773.875977
	Iteration 29Q: 3 clusters Score -1.458202e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -14582046.000000 Penalty: 5773.875977
	Iteration 30Q: 3 clusters Score -1.458205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -14582074.000000 Penalty: 5773.875977
	Iteration 31Q: 3 clusters Score -1.458207e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -14582108.000000 Penalty: 5773.875977
	Iteration 32Q: 3 clusters Score -1.458211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 110742 members 
Entering Unmasked Estep 
Score: -14582097.000000 Penalty: 5773.875977
	Iteration 33Q: 3 clusters Score -1.45821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 110772 members 
Entering Unmasked Estep 
Score: -14582092.000000 Penalty: 5773.875977
	Iteration 34Q: 3 clusters Score -1.458209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -14582090.000000 Penalty: 5773.875977
	Iteration 35Q: 3 clusters Score -1.458209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 110821 members 
Entering Unmasked Estep 
Score: -14582109.000000 Penalty: 5773.875977
	Iteration 36Q: 3 clusters Score -1.458211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -14582109.000000 Penalty: 5773.875977
	Iteration 37Q: 3 clusters Score -1.458211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -14582103.000000 Penalty: 5773.875977
	Iteration 38Q: 3 clusters Score -1.45821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -14582107.000000 Penalty: 5773.875977
	Iteration 39Q: 3 clusters Score -1.458211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -14582113.000000 Penalty: 5773.875977
	Iteration 40F: 3 clusters Score -1.458211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -14582117.000000 Penalty: 5773.875977
	Iteration 41Q: 3 clusters Score -1.458212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 110883 members 
Entering Unmasked Estep 
Score: -14582126.000000 Penalty: 5773.875977
	Iteration 42Q: 3 clusters Score -1.458213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -14582126.000000 Penalty: 5773.875977
	Iteration 43Q: 3 clusters Score -1.458213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -14582136.000000 Penalty: 5773.875977
	Iteration 44Q: 3 clusters Score -1.458214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -14582129.000000 Penalty: 5773.875977
	Iteration 45Q: 3 clusters Score -1.458213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -14582118.000000 Penalty: 5773.875977
	Iteration 46Q: 3 clusters Score -1.458212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -14582125.000000 Penalty: 5773.875977
	Iteration 47Q: 3 clusters Score -1.458212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -14582116.000000 Penalty: 5773.875977
	Iteration 48Q: 3 clusters Score -1.458212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -14582116.000000 Penalty: 5773.875977
	Iteration 49Q: 3 clusters Score -1.458212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 110938 members 
Entering Unmasked Estep 
Score: -14582133.000000 Penalty: 5773.875977
	Iteration 50Q: 3 clusters Score -1.458213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -14582126.000000 Penalty: 5773.875977
	Iteration 51Q: 3 clusters Score -1.458213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -14582116.000000 Penalty: 5773.875977
	Iteration 52Q: 3 clusters Score -1.458212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -14582116.000000 Penalty: 5773.875977
	Iteration 53Q: 3 clusters Score -1.458212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -14582118.000000 Penalty: 5773.875977
	Iteration 54Q: 3 clusters Score -1.458212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -14582124.000000 Penalty: 5773.875977
	Iteration 55Q: 3 clusters Score -1.458212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 110953 members 
Entering Unmasked Estep 
Score: -14582118.000000 Penalty: 5773.875977
	Iteration 56Q: 3 clusters Score -1.458212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -14582123.000000 Penalty: 5773.875977
	Iteration 57Q: 3 clusters Score -1.458212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -14582113.000000 Penalty: 5773.875977
	Iteration 58Q: 3 clusters Score -1.458211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -14582113.000000 Penalty: 5773.875977
	Iteration 59F: 3 clusters Score -1.458211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58774.058594 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58774.06 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59065.910156 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59065.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59307.406250 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59307.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59512.667969 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59512.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59673.867188 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -59673.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59870.875000 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59870.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60094.847656 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -60094.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60208.515625 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60208.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60619.640625 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60619.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60758.007812 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60758.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60911.433594 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60911.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61250.039062 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -61250.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61616.164062 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -61616.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61766.707031 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -61766.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61766.707031 Penalty: 3150.039307
	Iteration 14F: 3 clusters Score -61766.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113650 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76721 members 
Mstep: Class 8 contains 190024 members 
Mstep: Class 9 contains 164185 members 
Mstep: Class 10 contains 180969 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223664 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 18 contains 96367 members 
Mstep: Class 19 contains 30160 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 64399 members 
Entering Unmasked Estep 
Score: -149695616.000000 Penalty: 69388.398438
Splitting cluster 4 changes total score from -149696272.000000 to -149695616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 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 268 members 
Entering Unmasked Estep 
Score: -51966.726562 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51966.73 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52527.492188 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52527.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52734.367188 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52734.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52845.531250 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -52845.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52880.996094 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -52881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52892.695312 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -52892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52906.847656 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -52906.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52912.671875 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -52912.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52912.671875 Penalty: 3111.347168
	Iteration 8F: 3 clusters Score -52912.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -546661.875000 Penalty: 2079.148193
	Iteration 0F: 2 clusters Score -546661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -542536.750000 Penalty: 4158.296387
	Iteration 0F: 3 clusters Score -542536.8 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -543529.062500 Penalty: 4158.296387
	Iteration 1F: 3 clusters Score -543529.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -543722.375000 Penalty: 4158.296387
	Iteration 2F: 3 clusters Score -543722.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -543871.562500 Penalty: 4158.296387
	Iteration 3F: 3 clusters Score -543871.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -543979.750000 Penalty: 4158.296387
	Iteration 4Q: 3 clusters Score -543979.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -544061.000000 Penalty: 4158.296387
	Iteration 5Q: 3 clusters Score -544061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -544139.375000 Penalty: 4158.296387
	Iteration 6Q: 3 clusters Score -544139.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -544217.875000 Penalty: 4158.296387
	Iteration 7Q: 3 clusters Score -544217.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -544275.875000 Penalty: 4158.296387
	Iteration 8Q: 3 clusters Score -544275.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -544325.312500 Penalty: 4158.296387
	Iteration 9Q: 3 clusters Score -544325.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -544371.437500 Penalty: 4158.296387
	Iteration 10Q: 3 clusters Score -544371.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -544400.187500 Penalty: 4158.296387
	Iteration 11Q: 3 clusters Score -544400.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -544427.375000 Penalty: 4158.296387
	Iteration 12Q: 3 clusters Score -544427.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -544445.937500 Penalty: 4158.296387
	Iteration 13Q: 3 clusters Score -544445.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -544457.187500 Penalty: 4158.296387
	Iteration 14Q: 3 clusters Score -544457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -544467.625000 Penalty: 4158.296387
	Iteration 15Q: 3 clusters Score -544467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -544473.625000 Penalty: 4158.296387
	Iteration 16Q: 3 clusters Score -544473.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -544481.937500 Penalty: 4158.296387
	Iteration 17Q: 3 clusters Score -544481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -544486.812500 Penalty: 4158.296387
	Iteration 18Q: 3 clusters Score -544486.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -544490.375000 Penalty: 4158.296387
	Iteration 19Q: 3 clusters Score -544490.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -544493.187500 Penalty: 4158.296387
	Iteration 20F: 3 clusters Score -544493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -544496.250000 Penalty: 4158.296387
	Iteration 21Q: 3 clusters Score -544496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -544498.562500 Penalty: 4158.296387
	Iteration 22Q: 3 clusters Score -544498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -544499.500000 Penalty: 4158.296387
	Iteration 23Q: 3 clusters Score -544499.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -544504.937500 Penalty: 4158.296387
	Iteration 24Q: 3 clusters Score -544504.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -544506.500000 Penalty: 4158.296387
	Iteration 25Q: 3 clusters Score -544506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -544509.125000 Penalty: 4158.296387
	Iteration 26Q: 3 clusters Score -544509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -544509.687500 Penalty: 4158.296387
	Iteration 27Q: 3 clusters Score -544509.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -544510.812500 Penalty: 4158.296387
	Iteration 28Q: 3 clusters Score -544510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -544511.312500 Penalty: 4158.296387
	Iteration 29Q: 3 clusters Score -544511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -544515.812500 Penalty: 4158.296387
	Iteration 30Q: 3 clusters Score -544515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -544517.500000 Penalty: 4158.296387
	Iteration 31Q: 3 clusters Score -544517.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -544520.687500 Penalty: 4158.296387
	Iteration 32Q: 3 clusters Score -544520.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -544523.375000 Penalty: 4158.296387
	Iteration 33Q: 3 clusters Score -544523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -544525.500000 Penalty: 4158.296387
	Iteration 34Q: 3 clusters Score -544525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -544525.375000 Penalty: 4158.296387
	Iteration 35Q: 3 clusters Score -544525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -544525.375000 Penalty: 4158.296387
	Iteration 36F: 3 clusters Score -544525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Entering Unmasked Estep 
Score: -9591526.000000 Penalty: 2789.486816
	Iteration 0F: 2 clusters Score -9591526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -9540475.000000 Penalty: 5578.973633
	Iteration 0F: 3 clusters Score -9540475 nChanged 35847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -9560304.000000 Penalty: 5578.973633
	Iteration 1F: 3 clusters Score -9560304 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -9560836.000000 Penalty: 5578.973633
	Iteration 2Q: 3 clusters Score -9560836 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9561414.000000 Penalty: 5578.973633
	Iteration 3Q: 3 clusters Score -9561414 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9562102.000000 Penalty: 5578.973633
	Iteration 4Q: 3 clusters Score -9562102 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -9563022.000000 Penalty: 5578.973633
	Iteration 5Q: 3 clusters Score -9563022 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -9564237.000000 Penalty: 5578.973633
	Iteration 6Q: 3 clusters Score -9564237 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -9565975.000000 Penalty: 5578.973633
	Iteration 7Q: 3 clusters Score -9565975 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -9568153.000000 Penalty: 5578.973633
	Iteration 8F: 3 clusters Score -9568153 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -9570768.000000 Penalty: 5578.973633
	Iteration 9F: 3 clusters Score -9570768 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -9573366.000000 Penalty: 5578.973633
	Iteration 10F: 3 clusters Score -9573366 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -9575380.000000 Penalty: 5578.973633
	Iteration 11F: 3 clusters Score -9575380 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -9576747.000000 Penalty: 5578.973633
	Iteration 12Q: 3 clusters Score -9576747 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -9577598.000000 Penalty: 5578.973633
	Iteration 13Q: 3 clusters Score -9577598 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -9578118.000000 Penalty: 5578.973633
	Iteration 14Q: 3 clusters Score -9578118 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -9578754.000000 Penalty: 5578.973633
	Iteration 15Q: 3 clusters Score -9578754 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -9579358.000000 Penalty: 5578.973633
	Iteration 16Q: 3 clusters Score -9579358 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -9580024.000000 Penalty: 5578.973633
	Iteration 17Q: 3 clusters Score -9580024 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9580839.000000 Penalty: 5578.973633
	Iteration 18Q: 3 clusters Score -9580839 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -9581684.000000 Penalty: 5578.973633
	Iteration 19Q: 3 clusters Score -9581684 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -9582601.000000 Penalty: 5578.973633
	Iteration 20F: 3 clusters Score -9582601 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9583543.000000 Penalty: 5578.973633
	Iteration 21Q: 3 clusters Score -9583543 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -9584460.000000 Penalty: 5578.973633
	Iteration 22Q: 3 clusters Score -9584460 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -9585250.000000 Penalty: 5578.973633
	Iteration 23Q: 3 clusters Score -9585250 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -9585926.000000 Penalty: 5578.973633
	Iteration 24Q: 3 clusters Score -9585926 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -9586615.000000 Penalty: 5578.973633
	Iteration 25Q: 3 clusters Score -9586615 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -9587116.000000 Penalty: 5578.973633
	Iteration 26Q: 3 clusters Score -9587116 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -9587581.000000 Penalty: 5578.973633
	Iteration 27Q: 3 clusters Score -9587581 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -9587965.000000 Penalty: 5578.973633
	Iteration 28Q: 3 clusters Score -9587965 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -9588285.000000 Penalty: 5578.973633
	Iteration 29Q: 3 clusters Score -9588285 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -9588556.000000 Penalty: 5578.973633
	Iteration 30Q: 3 clusters Score -9588556 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -9588810.000000 Penalty: 5578.973633
	Iteration 31Q: 3 clusters Score -9588810 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -9588957.000000 Penalty: 5578.973633
	Iteration 32Q: 3 clusters Score -9588957 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -9589062.000000 Penalty: 5578.973633
	Iteration 33Q: 3 clusters Score -9589062 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -9589210.000000 Penalty: 5578.973633
	Iteration 34Q: 3 clusters Score -9589210 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -9589303.000000 Penalty: 5578.973633
	Iteration 35Q: 3 clusters Score -9589303 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -9589433.000000 Penalty: 5578.973633
	Iteration 36Q: 3 clusters Score -9589433 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -9589515.000000 Penalty: 5578.973633
	Iteration 37Q: 3 clusters Score -9589515 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -9589545.000000 Penalty: 5578.973633
	Iteration 38Q: 3 clusters Score -9589545 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -9589569.000000 Penalty: 5578.973633
	Iteration 39Q: 3 clusters Score -9589569 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -9589646.000000 Penalty: 5578.973633
	Iteration 40F: 3 clusters Score -9589646 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -9589673.000000 Penalty: 5578.973633
	Iteration 41Q: 3 clusters Score -9589673 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -9589697.000000 Penalty: 5578.973633
	Iteration 42Q: 3 clusters Score -9589697 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -9589688.000000 Penalty: 5578.973633
	Iteration 43Q: 3 clusters Score -9589688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -9589707.000000 Penalty: 5578.973633
	Iteration 44Q: 3 clusters Score -9589707 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -9589713.000000 Penalty: 5578.973633
	Iteration 45Q: 3 clusters Score -9589713 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -9589740.000000 Penalty: 5578.973633
	Iteration 46Q: 3 clusters Score -9589740 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -9589754.000000 Penalty: 5578.973633
	Iteration 47Q: 3 clusters Score -9589754 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -9589769.000000 Penalty: 5578.973633
	Iteration 48Q: 3 clusters Score -9589769 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -9589802.000000 Penalty: 5578.973633
	Iteration 49Q: 3 clusters Score -9589802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -9589803.000000 Penalty: 5578.973633
	Iteration 50Q: 3 clusters Score -9589803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -9589803.000000 Penalty: 5578.973633
	Iteration 51Q: 3 clusters Score -9589803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -9589808.000000 Penalty: 5578.973633
	Iteration 52Q: 3 clusters Score -9589808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -9589822.000000 Penalty: 5578.973633
	Iteration 53Q: 3 clusters Score -9589822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -9589824.000000 Penalty: 5578.973633
	Iteration 54Q: 3 clusters Score -9589824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -9589820.000000 Penalty: 5578.973633
	Iteration 55Q: 3 clusters Score -9589820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 70079 members 
Entering Unmasked Estep 
Score: -9589808.000000 Penalty: 5578.973633
	Iteration 56Q: 3 clusters Score -9589808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -9589822.000000 Penalty: 5578.973633
	Iteration 57Q: 3 clusters Score -9589822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -9589822.000000 Penalty: 5578.973633
	Iteration 58Q: 3 clusters Score -9589822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -9589820.000000 Penalty: 5578.973633
	Iteration 59Q: 3 clusters Score -9589820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -9589835.000000 Penalty: 5578.973633
	Iteration 60F: 3 clusters Score -9589835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -9589849.000000 Penalty: 5578.973633
	Iteration 61Q: 3 clusters Score -9589849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -9589870.000000 Penalty: 5578.973633
	Iteration 62Q: 3 clusters Score -9589870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -9589856.000000 Penalty: 5578.973633
	Iteration 63Q: 3 clusters Score -9589856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -9589881.000000 Penalty: 5578.973633
	Iteration 64Q: 3 clusters Score -9589881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -9589880.000000 Penalty: 5578.973633
	Iteration 65Q: 3 clusters Score -9589880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -9589878.000000 Penalty: 5578.973633
	Iteration 66Q: 3 clusters Score -9589878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -9589881.000000 Penalty: 5578.973633
	Iteration 67Q: 3 clusters Score -9589881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -9589883.000000 Penalty: 5578.973633
	Iteration 68Q: 3 clusters Score -9589883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -9589885.000000 Penalty: 5578.973633
	Iteration 69Q: 3 clusters Score -9589885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -9589886.000000 Penalty: 5578.973633
	Iteration 70Q: 3 clusters Score -9589886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9589881.000000 Penalty: 5578.973633
	Iteration 71Q: 3 clusters Score -9589881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -9589876.000000 Penalty: 5578.973633
	Iteration 72Q: 3 clusters Score -9589876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -9589893.000000 Penalty: 5578.973633
	Iteration 73Q: 3 clusters Score -9589893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -9589887.000000 Penalty: 5578.973633
	Iteration 74Q: 3 clusters Score -9589887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -9589898.000000 Penalty: 5578.973633
	Iteration 75Q: 3 clusters Score -9589898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -9589893.000000 Penalty: 5578.973633
	Iteration 76Q: 3 clusters Score -9589893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -9589901.000000 Penalty: 5578.973633
	Iteration 77Q: 3 clusters Score -9589901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -9589919.000000 Penalty: 5578.973633
	Iteration 78Q: 3 clusters Score -9589919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -9589913.000000 Penalty: 5578.973633
	Iteration 79Q: 3 clusters Score -9589913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -9589912.000000 Penalty: 5578.973633
	Iteration 80F: 3 clusters Score -9589912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -9589911.000000 Penalty: 5578.973633
	Iteration 81Q: 3 clusters Score -9589911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -9589927.000000 Penalty: 5578.973633
	Iteration 82Q: 3 clusters Score -9589927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -9589921.000000 Penalty: 5578.973633
	Iteration 83Q: 3 clusters Score -9589921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9589923.000000 Penalty: 5578.973633
	Iteration 84Q: 3 clusters Score -9589923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -9589915.000000 Penalty: 5578.973633
	Iteration 85Q: 3 clusters Score -9589915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -9589917.000000 Penalty: 5578.973633
	Iteration 86Q: 3 clusters Score -9589917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -9589931.000000 Penalty: 5578.973633
	Iteration 87Q: 3 clusters Score -9589931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -9589922.000000 Penalty: 5578.973633
	Iteration 88Q: 3 clusters Score -9589922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -9589923.000000 Penalty: 5578.973633
	Iteration 89Q: 3 clusters Score -9589923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -9589919.000000 Penalty: 5578.973633
	Iteration 90Q: 3 clusters Score -9589919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -9589928.000000 Penalty: 5578.973633
	Iteration 91Q: 3 clusters Score -9589928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -9589938.000000 Penalty: 5578.973633
	Iteration 92Q: 3 clusters Score -9589938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -9589943.000000 Penalty: 5578.973633
	Iteration 93Q: 3 clusters Score -9589943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -9589939.000000 Penalty: 5578.973633
	Iteration 94Q: 3 clusters Score -9589939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -9589937.000000 Penalty: 5578.973633
	Iteration 95Q: 3 clusters Score -9589937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -9589943.000000 Penalty: 5578.973633
	Iteration 96Q: 3 clusters Score -9589943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -9589946.000000 Penalty: 5578.973633
	Iteration 97Q: 3 clusters Score -9589946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9589942.000000 Penalty: 5578.973633
	Iteration 98Q: 3 clusters Score -9589942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9589930.000000 Penalty: 5578.973633
	Iteration 99Q: 3 clusters Score -9589930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -9589932.000000 Penalty: 5578.973633
	Iteration 100F: 3 clusters Score -9589932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -9589933.000000 Penalty: 5578.973633
	Iteration 101Q: 3 clusters Score -9589933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -9589943.000000 Penalty: 5578.973633
	Iteration 102Q: 3 clusters Score -9589943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -9589931.000000 Penalty: 5578.973633
	Iteration 103Q: 3 clusters Score -9589931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -9589936.000000 Penalty: 5578.973633
	Iteration 104Q: 3 clusters Score -9589936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -9589928.000000 Penalty: 5578.973633
	Iteration 105Q: 3 clusters Score -9589928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -9589934.000000 Penalty: 5578.973633
	Iteration 106Q: 3 clusters Score -9589934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -9589932.000000 Penalty: 5578.973633
	Iteration 107Q: 3 clusters Score -9589932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -9589928.000000 Penalty: 5578.973633
	Iteration 108Q: 3 clusters Score -9589928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -9589934.000000 Penalty: 5578.973633
	Iteration 109Q: 3 clusters Score -9589934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -9589934.000000 Penalty: 5578.973633
	Iteration 110F: 3 clusters Score -9589934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190024 members 
Entering Unmasked Estep 
Score: -24382820.000000 Penalty: 3014.416504
	Iteration 0F: 2 clusters Score -2.438282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -24258180.000000 Penalty: 6028.833008
	Iteration 0F: 3 clusters Score -2.425818e+07 nChanged 91265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -24312436.000000 Penalty: 6028.833008
	Iteration 1F: 3 clusters Score -2.431244e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 93109 members 
Entering Unmasked Estep 
Score: -24314612.000000 Penalty: 6028.833008
	Iteration 2Q: 3 clusters Score -2.431461e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -24317546.000000 Penalty: 6028.833008
	Iteration 3Q: 3 clusters Score -2.431755e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -24322366.000000 Penalty: 6028.833008
	Iteration 4Q: 3 clusters Score -2.432237e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -24329034.000000 Penalty: 6028.833008
	Iteration 5F: 3 clusters Score -2.432903e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -24337606.000000 Penalty: 6028.833008
	Iteration 6F: 3 clusters Score -2.433761e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 92591 members 
Entering Unmasked Estep 
Score: -24347124.000000 Penalty: 6028.833008
	Iteration 7F: 3 clusters Score -2.434712e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -24354514.000000 Penalty: 6028.833008
	Iteration 8F: 3 clusters Score -2.435451e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -24358012.000000 Penalty: 6028.833008
	Iteration 9Q: 3 clusters Score -2.435801e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -24359270.000000 Penalty: 6028.833008
	Iteration 10Q: 3 clusters Score -2.435927e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -24359858.000000 Penalty: 6028.833008
	Iteration 11Q: 3 clusters Score -2.435986e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -24360300.000000 Penalty: 6028.833008
	Iteration 12Q: 3 clusters Score -2.43603e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -24360574.000000 Penalty: 6028.833008
	Iteration 13Q: 3 clusters Score -2.436057e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90952 members 
Mstep: Class 2 contains 99072 members 
Entering Unmasked Estep 
Score: -24361060.000000 Penalty: 6028.833008
	Iteration 14Q: 3 clusters Score -2.436106e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -24361610.000000 Penalty: 6028.833008
	Iteration 15Q: 3 clusters Score -2.436161e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -24362010.000000 Penalty: 6028.833008
	Iteration 16Q: 3 clusters Score -2.436201e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -24362416.000000 Penalty: 6028.833008
	Iteration 17Q: 3 clusters Score -2.436242e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -24362902.000000 Penalty: 6028.833008
	Iteration 18Q: 3 clusters Score -2.43629e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -24363344.000000 Penalty: 6028.833008
	Iteration 19Q: 3 clusters Score -2.436334e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -24364020.000000 Penalty: 6028.833008
	Iteration 20F: 3 clusters Score -2.436402e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -24364388.000000 Penalty: 6028.833008
	Iteration 21Q: 3 clusters Score -2.436439e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -24364756.000000 Penalty: 6028.833008
	Iteration 22Q: 3 clusters Score -2.436476e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -24365168.000000 Penalty: 6028.833008
	Iteration 23Q: 3 clusters Score -2.436517e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -24365556.000000 Penalty: 6028.833008
	Iteration 24Q: 3 clusters Score -2.436556e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 112661 members 
Entering Unmasked Estep 
Score: -24365886.000000 Penalty: 6028.833008
	Iteration 25Q: 3 clusters Score -2.436589e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -24366194.000000 Penalty: 6028.833008
	Iteration 26Q: 3 clusters Score -2.436619e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -24366400.000000 Penalty: 6028.833008
	Iteration 27Q: 3 clusters Score -2.43664e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 116554 members 
Entering Unmasked Estep 
Score: -24366656.000000 Penalty: 6028.833008
	Iteration 28Q: 3 clusters Score -2.436666e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -24366922.000000 Penalty: 6028.833008
	Iteration 29Q: 3 clusters Score -2.436692e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -24367272.000000 Penalty: 6028.833008
	Iteration 30Q: 3 clusters Score -2.436727e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -24367696.000000 Penalty: 6028.833008
	Iteration 31Q: 3 clusters Score -2.43677e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -24367966.000000 Penalty: 6028.833008
	Iteration 32Q: 3 clusters Score -2.436797e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -24368248.000000 Penalty: 6028.833008
	Iteration 33Q: 3 clusters Score -2.436825e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -24368432.000000 Penalty: 6028.833008
	Iteration 34Q: 3 clusters Score -2.436843e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -24368726.000000 Penalty: 6028.833008
	Iteration 35Q: 3 clusters Score -2.436873e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 128728 members 
Entering Unmasked Estep 
Score: -24369152.000000 Penalty: 6028.833008
	Iteration 36Q: 3 clusters Score -2.436915e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 130448 members 
Entering Unmasked Estep 
Score: -24369504.000000 Penalty: 6028.833008
	Iteration 37Q: 3 clusters Score -2.43695e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -24369756.000000 Penalty: 6028.833008
	Iteration 38Q: 3 clusters Score -2.436976e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 133823 members 
Entering Unmasked Estep 
Score: -24369966.000000 Penalty: 6028.833008
	Iteration 39Q: 3 clusters Score -2.436997e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -24370238.000000 Penalty: 6028.833008
	Iteration 40F: 3 clusters Score -2.437024e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 137313 members 
Entering Unmasked Estep 
Score: -24370528.000000 Penalty: 6028.833008
	Iteration 41Q: 3 clusters Score -2.437053e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 139115 members 
Entering Unmasked Estep 
Score: -24370866.000000 Penalty: 6028.833008
	Iteration 42Q: 3 clusters Score -2.437087e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -24371322.000000 Penalty: 6028.833008
	Iteration 43Q: 3 clusters Score -2.437132e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -24371724.000000 Penalty: 6028.833008
	Iteration 44Q: 3 clusters Score -2.437172e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 144703 members 
Entering Unmasked Estep 
Score: -24372160.000000 Penalty: 6028.833008
	Iteration 45Q: 3 clusters Score -2.437216e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -24372610.000000 Penalty: 6028.833008
	Iteration 46Q: 3 clusters Score -2.437261e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -24373044.000000 Penalty: 6028.833008
	Iteration 47Q: 3 clusters Score -2.437304e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 150175 members 
Entering Unmasked Estep 
Score: -24373468.000000 Penalty: 6028.833008
	Iteration 48Q: 3 clusters Score -2.437347e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -24373836.000000 Penalty: 6028.833008
	Iteration 49Q: 3 clusters Score -2.437384e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 153890 members 
Entering Unmasked Estep 
Score: -24374448.000000 Penalty: 6028.833008
	Iteration 50Q: 3 clusters Score -2.437445e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -24374884.000000 Penalty: 6028.833008
	Iteration 51Q: 3 clusters Score -2.437488e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -24375386.000000 Penalty: 6028.833008
	Iteration 52Q: 3 clusters Score -2.437539e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -24375892.000000 Penalty: 6028.833008
	Iteration 53Q: 3 clusters Score -2.437589e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -24376402.000000 Penalty: 6028.833008
	Iteration 54Q: 3 clusters Score -2.43764e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 162731 members 
Entering Unmasked Estep 
Score: -24376804.000000 Penalty: 6028.833008
	Iteration 55Q: 3 clusters Score -2.43768e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -24377410.000000 Penalty: 6028.833008
	Iteration 56Q: 3 clusters Score -2.437741e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 166153 members 
Entering Unmasked Estep 
Score: -24377862.000000 Penalty: 6028.833008
	Iteration 57Q: 3 clusters Score -2.437786e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 167781 members 
Entering Unmasked Estep 
Score: -24378156.000000 Penalty: 6028.833008
	Iteration 58Q: 3 clusters Score -2.437816e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 169375 members 
Entering Unmasked Estep 
Score: -24378644.000000 Penalty: 6028.833008
	Iteration 59Q: 3 clusters Score -2.437864e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 170926 members 
Entering Unmasked Estep 
Score: -24379082.000000 Penalty: 6028.833008
	Iteration 60F: 3 clusters Score -2.437908e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 172344 members 
Entering Unmasked Estep 
Score: -24379338.000000 Penalty: 6028.833008
	Iteration 61Q: 3 clusters Score -2.437934e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 173654 members 
Entering Unmasked Estep 
Score: -24379540.000000 Penalty: 6028.833008
	Iteration 62Q: 3 clusters Score -2.437954e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -24379790.000000 Penalty: 6028.833008
	Iteration 63Q: 3 clusters Score -2.437979e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -24380038.000000 Penalty: 6028.833008
	Iteration 64Q: 3 clusters Score -2.438004e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 177059 members 
Entering Unmasked Estep 
Score: -24380120.000000 Penalty: 6028.833008
	Iteration 65Q: 3 clusters Score -2.438012e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -24380372.000000 Penalty: 6028.833008
	Iteration 66Q: 3 clusters Score -2.438037e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 178853 members 
Entering Unmasked Estep 
Score: -24380616.000000 Penalty: 6028.833008
	Iteration 67Q: 3 clusters Score -2.438062e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 179630 members 
Entering Unmasked Estep 
Score: -24380712.000000 Penalty: 6028.833008
	Iteration 68Q: 3 clusters Score -2.438071e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 180328 members 
Entering Unmasked Estep 
Score: -24380838.000000 Penalty: 6028.833008
	Iteration 69Q: 3 clusters Score -2.438084e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -24380968.000000 Penalty: 6028.833008
	Iteration 70Q: 3 clusters Score -2.438097e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 181621 members 
Entering Unmasked Estep 
Score: -24381106.000000 Penalty: 6028.833008
	Iteration 71Q: 3 clusters Score -2.438111e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 182189 members 
Entering Unmasked Estep 
Score: -24381144.000000 Penalty: 6028.833008
	Iteration 72Q: 3 clusters Score -2.438114e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 182689 members 
Entering Unmasked Estep 
Score: -24381258.000000 Penalty: 6028.833008
	Iteration 73Q: 3 clusters Score -2.438126e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -24381278.000000 Penalty: 6028.833008
	Iteration 74Q: 3 clusters Score -2.438128e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 183548 members 
Entering Unmasked Estep 
Score: -24381238.000000 Penalty: 6028.833008
	Iteration 75Q: 3 clusters Score -2.438124e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -24381270.000000 Penalty: 6028.833008
	Iteration 76Q: 3 clusters Score -2.438127e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 184265 members 
Entering Unmasked Estep 
Score: -24381264.000000 Penalty: 6028.833008
	Iteration 77Q: 3 clusters Score -2.438126e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -24381284.000000 Penalty: 6028.833008
	Iteration 78Q: 3 clusters Score -2.438128e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 184853 members 
Entering Unmasked Estep 
Score: -24381332.000000 Penalty: 6028.833008
	Iteration 79Q: 3 clusters Score -2.438133e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 185094 members 
Entering Unmasked Estep 
Score: -24381326.000000 Penalty: 6028.833008
	Iteration 80F: 3 clusters Score -2.438133e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 185340 members 
Entering Unmasked Estep 
Score: -24381366.000000 Penalty: 6028.833008
	Iteration 81Q: 3 clusters Score -2.438137e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 185559 members 
Entering Unmasked Estep 
Score: -24381388.000000 Penalty: 6028.833008
	Iteration 82Q: 3 clusters Score -2.438139e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 185754 members 
Entering Unmasked Estep 
Score: -24381410.000000 Penalty: 6028.833008
	Iteration 83Q: 3 clusters Score -2.438141e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 185920 members 
Entering Unmasked Estep 
Score: -24381420.000000 Penalty: 6028.833008
	Iteration 84Q: 3 clusters Score -2.438142e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 186045 members 
Entering Unmasked Estep 
Score: -24381378.000000 Penalty: 6028.833008
	Iteration 85Q: 3 clusters Score -2.438138e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 186167 members 
Entering Unmasked Estep 
Score: -24381388.000000 Penalty: 6028.833008
	Iteration 86Q: 3 clusters Score -2.438139e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 186279 members 
Entering Unmasked Estep 
Score: -24381350.000000 Penalty: 6028.833008
	Iteration 87Q: 3 clusters Score -2.438135e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -24381350.000000 Penalty: 6028.833008
	Iteration 88Q: 3 clusters Score -2.438135e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 186473 members 
Entering Unmasked Estep 
Score: -24381374.000000 Penalty: 6028.833008
	Iteration 89Q: 3 clusters Score -2.438137e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 186562 members 
Entering Unmasked Estep 
Score: -24381352.000000 Penalty: 6028.833008
	Iteration 90Q: 3 clusters Score -2.438135e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 186638 members 
Entering Unmasked Estep 
Score: -24381342.000000 Penalty: 6028.833008
	Iteration 91Q: 3 clusters Score -2.438134e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 186709 members 
Entering Unmasked Estep 
Score: -24381326.000000 Penalty: 6028.833008
	Iteration 92Q: 3 clusters Score -2.438133e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -24381320.000000 Penalty: 6028.833008
	Iteration 93Q: 3 clusters Score -2.438132e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 186848 members 
Entering Unmasked Estep 
Score: -24381354.000000 Penalty: 6028.833008
	Iteration 94Q: 3 clusters Score -2.438135e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 186917 members 
Entering Unmasked Estep 
Score: -24381374.000000 Penalty: 6028.833008
	Iteration 95Q: 3 clusters Score -2.438137e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 186975 members 
Entering Unmasked Estep 
Score: -24381360.000000 Penalty: 6028.833008
	Iteration 96Q: 3 clusters Score -2.438136e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 187032 members 
Entering Unmasked Estep 
Score: -24381360.000000 Penalty: 6028.833008
	Iteration 97Q: 3 clusters Score -2.438136e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -24381342.000000 Penalty: 6028.833008
	Iteration 98Q: 3 clusters Score -2.438134e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 187135 members 
Entering Unmasked Estep 
Score: -24381328.000000 Penalty: 6028.833008
	Iteration 99Q: 3 clusters Score -2.438133e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 187190 members 
Entering Unmasked Estep 
Score: -24381320.000000 Penalty: 6028.833008
	Iteration 100F: 3 clusters Score -2.438132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 187246 members 
Entering Unmasked Estep 
Score: -24381288.000000 Penalty: 6028.833008
	Iteration 101Q: 3 clusters Score -2.438129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 187289 members 
Entering Unmasked Estep 
Score: -24381304.000000 Penalty: 6028.833008
	Iteration 102Q: 3 clusters Score -2.43813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 187328 members 
Entering Unmasked Estep 
Score: -24381300.000000 Penalty: 6028.833008
	Iteration 103Q: 3 clusters Score -2.43813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 187358 members 
Entering Unmasked Estep 
Score: -24381282.000000 Penalty: 6028.833008
	Iteration 104Q: 3 clusters Score -2.438128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 187392 members 
Entering Unmasked Estep 
Score: -24381306.000000 Penalty: 6028.833008
	Iteration 105Q: 3 clusters Score -2.438131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 187418 members 
Entering Unmasked Estep 
Score: -24381330.000000 Penalty: 6028.833008
	Iteration 106Q: 3 clusters Score -2.438133e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 187445 members 
Entering Unmasked Estep 
Score: -24381302.000000 Penalty: 6028.833008
	Iteration 107Q: 3 clusters Score -2.43813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 187467 members 
Entering Unmasked Estep 
Score: -24381270.000000 Penalty: 6028.833008
	Iteration 108Q: 3 clusters Score -2.438127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 187488 members 
Entering Unmasked Estep 
Score: -24381268.000000 Penalty: 6028.833008
	Iteration 109Q: 3 clusters Score -2.438127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 187508 members 
Entering Unmasked Estep 
Score: -24381270.000000 Penalty: 6028.833008
	Iteration 110Q: 3 clusters Score -2.438127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 187522 members 
Entering Unmasked Estep 
Score: -24381294.000000 Penalty: 6028.833008
	Iteration 111Q: 3 clusters Score -2.438129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 187539 members 
Entering Unmasked Estep 
Score: -24381298.000000 Penalty: 6028.833008
	Iteration 112Q: 3 clusters Score -2.43813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 187556 members 
Entering Unmasked Estep 
Score: -24381300.000000 Penalty: 6028.833008
	Iteration 113Q: 3 clusters Score -2.43813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -24381306.000000 Penalty: 6028.833008
	Iteration 114Q: 3 clusters Score -2.438131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 187590 members 
Entering Unmasked Estep 
Score: -24381296.000000 Penalty: 6028.833008
	Iteration 115Q: 3 clusters Score -2.43813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 187609 members 
Entering Unmasked Estep 
Score: -24381298.000000 Penalty: 6028.833008
	Iteration 116Q: 3 clusters Score -2.43813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 187626 members 
Entering Unmasked Estep 
Score: -24381292.000000 Penalty: 6028.833008
	Iteration 117Q: 3 clusters Score -2.438129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 187643 members 
Entering Unmasked Estep 
Score: -24381294.000000 Penalty: 6028.833008
	Iteration 118Q: 3 clusters Score -2.438129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 187658 members 
Entering Unmasked Estep 
Score: -24381290.000000 Penalty: 6028.833008
	Iteration 119Q: 3 clusters Score -2.438129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 187671 members 
Entering Unmasked Estep 
Score: -24381260.000000 Penalty: 6028.833008
	Iteration 120F: 3 clusters Score -2.438126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 187686 members 
Entering Unmasked Estep 
Score: -24381270.000000 Penalty: 6028.833008
	Iteration 121Q: 3 clusters Score -2.438127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 187700 members 
Entering Unmasked Estep 
Score: -24381276.000000 Penalty: 6028.833008
	Iteration 122Q: 3 clusters Score -2.438128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 187710 members 
Entering Unmasked Estep 
Score: -24381288.000000 Penalty: 6028.833008
	Iteration 123Q: 3 clusters Score -2.438129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 187721 members 
Entering Unmasked Estep 
Score: -24381286.000000 Penalty: 6028.833008
	Iteration 124Q: 3 clusters Score -2.438129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -24381284.000000 Penalty: 6028.833008
	Iteration 125Q: 3 clusters Score -2.438128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 187732 members 
Entering Unmasked Estep 
Score: -24381280.000000 Penalty: 6028.833008
	Iteration 126Q: 3 clusters Score -2.438128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 187735 members 
Entering Unmasked Estep 
Score: -24381302.000000 Penalty: 6028.833008
	Iteration 127Q: 3 clusters Score -2.43813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 187738 members 
Entering Unmasked Estep 
Score: -24381280.000000 Penalty: 6028.833008
	Iteration 128Q: 3 clusters Score -2.438128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 187741 members 
Entering Unmasked Estep 
Score: -24381274.000000 Penalty: 6028.833008
	Iteration 129Q: 3 clusters Score -2.438127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 187744 members 
Entering Unmasked Estep 
Score: -24381274.000000 Penalty: 6028.833008
	Iteration 130Q: 3 clusters Score -2.438127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 187745 members 
Entering Unmasked Estep 
Score: -24381282.000000 Penalty: 6028.833008
	Iteration 131Q: 3 clusters Score -2.438128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -24381272.000000 Penalty: 6028.833008
	Iteration 132Q: 3 clusters Score -2.438127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 187749 members 
Entering Unmasked Estep 
Score: -24381266.000000 Penalty: 6028.833008
	Iteration 133Q: 3 clusters Score -2.438127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 187749 members 
Entering Unmasked Estep 
Score: -24381266.000000 Penalty: 6028.833008
	Iteration 134F: 3 clusters Score -2.438127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Entering Unmasked Estep 
Score: -21036976.000000 Penalty: 2978.169678
	Iteration 0F: 2 clusters Score -2.103698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -20927794.000000 Penalty: 5956.339355
	Iteration 0F: 3 clusters Score -2.092779e+07 nChanged 78592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -20973418.000000 Penalty: 5956.339355
	Iteration 1F: 3 clusters Score -2.097342e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -20974742.000000 Penalty: 5956.339355
	Iteration 2Q: 3 clusters Score -2.097474e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -20976236.000000 Penalty: 5956.339355
	Iteration 3Q: 3 clusters Score -2.097624e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -20978492.000000 Penalty: 5956.339355
	Iteration 4Q: 3 clusters Score -2.097849e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -20981898.000000 Penalty: 5956.339355
	Iteration 5Q: 3 clusters Score -2.09819e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -20986830.000000 Penalty: 5956.339355
	Iteration 6Q: 3 clusters Score -2.098683e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -20992928.000000 Penalty: 5956.339355
	Iteration 7F: 3 clusters Score -2.099293e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -20999878.000000 Penalty: 5956.339355
	Iteration 8F: 3 clusters Score -2.099988e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -21006214.000000 Penalty: 5956.339355
	Iteration 9F: 3 clusters Score -2.100621e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 103457 members 
Entering Unmasked Estep 
Score: -21010878.000000 Penalty: 5956.339355
	Iteration 10F: 3 clusters Score -2.101088e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -21013236.000000 Penalty: 5956.339355
	Iteration 11Q: 3 clusters Score -2.101324e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -21014248.000000 Penalty: 5956.339355
	Iteration 12Q: 3 clusters Score -2.101425e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -21014736.000000 Penalty: 5956.339355
	Iteration 13Q: 3 clusters Score -2.101474e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 108162 members 
Entering Unmasked Estep 
Score: -21015088.000000 Penalty: 5956.339355
	Iteration 14Q: 3 clusters Score -2.101509e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -21015342.000000 Penalty: 5956.339355
	Iteration 15Q: 3 clusters Score -2.101534e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 110667 members 
Entering Unmasked Estep 
Score: -21015666.000000 Penalty: 5956.339355
	Iteration 16Q: 3 clusters Score -2.101567e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -21015884.000000 Penalty: 5956.339355
	Iteration 17Q: 3 clusters Score -2.101588e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -21016202.000000 Penalty: 5956.339355
	Iteration 18Q: 3 clusters Score -2.10162e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 114787 members 
Entering Unmasked Estep 
Score: -21016542.000000 Penalty: 5956.339355
	Iteration 19Q: 3 clusters Score -2.101654e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 116270 members 
Entering Unmasked Estep 
Score: -21016974.000000 Penalty: 5956.339355
	Iteration 20F: 3 clusters Score -2.101697e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -21017284.000000 Penalty: 5956.339355
	Iteration 21Q: 3 clusters Score -2.101728e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 119669 members 
Entering Unmasked Estep 
Score: -21017624.000000 Penalty: 5956.339355
	Iteration 22Q: 3 clusters Score -2.101762e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -21018080.000000 Penalty: 5956.339355
	Iteration 23Q: 3 clusters Score -2.101808e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -21018598.000000 Penalty: 5956.339355
	Iteration 24Q: 3 clusters Score -2.10186e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -21019144.000000 Penalty: 5956.339355
	Iteration 25Q: 3 clusters Score -2.101914e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 127670 members 
Entering Unmasked Estep 
Score: -21019766.000000 Penalty: 5956.339355
	Iteration 26Q: 3 clusters Score -2.101977e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 130020 members 
Entering Unmasked Estep 
Score: -21020486.000000 Penalty: 5956.339355
	Iteration 27Q: 3 clusters Score -2.102049e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 132483 members 
Entering Unmasked Estep 
Score: -21021102.000000 Penalty: 5956.339355
	Iteration 28Q: 3 clusters Score -2.10211e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 135014 members 
Entering Unmasked Estep 
Score: -21021934.000000 Penalty: 5956.339355
	Iteration 29Q: 3 clusters Score -2.102193e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -21022886.000000 Penalty: 5956.339355
	Iteration 30Q: 3 clusters Score -2.102289e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 140545 members 
Entering Unmasked Estep 
Score: -21024130.000000 Penalty: 5956.339355
	Iteration 31Q: 3 clusters Score -2.102413e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 143483 members 
Entering Unmasked Estep 
Score: -21025392.000000 Penalty: 5956.339355
	Iteration 32Q: 3 clusters Score -2.102539e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 146432 members 
Entering Unmasked Estep 
Score: -21026674.000000 Penalty: 5956.339355
	Iteration 33Q: 3 clusters Score -2.102667e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -21027908.000000 Penalty: 5956.339355
	Iteration 34Q: 3 clusters Score -2.102791e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -21029110.000000 Penalty: 5956.339355
	Iteration 35Q: 3 clusters Score -2.102911e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 153914 members 
Entering Unmasked Estep 
Score: -21030224.000000 Penalty: 5956.339355
	Iteration 36Q: 3 clusters Score -2.103022e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -21031186.000000 Penalty: 5956.339355
	Iteration 37Q: 3 clusters Score -2.103119e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -21031920.000000 Penalty: 5956.339355
	Iteration 38Q: 3 clusters Score -2.103192e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -21032516.000000 Penalty: 5956.339355
	Iteration 39Q: 3 clusters Score -2.103252e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 159786 members 
Entering Unmasked Estep 
Score: -21033054.000000 Penalty: 5956.339355
	Iteration 40F: 3 clusters Score -2.103305e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 160575 members 
Entering Unmasked Estep 
Score: -21033464.000000 Penalty: 5956.339355
	Iteration 41Q: 3 clusters Score -2.103346e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -21033742.000000 Penalty: 5956.339355
	Iteration 42Q: 3 clusters Score -2.103374e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -21033994.000000 Penalty: 5956.339355
	Iteration 43Q: 3 clusters Score -2.103399e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -21034108.000000 Penalty: 5956.339355
	Iteration 44Q: 3 clusters Score -2.103411e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -21034264.000000 Penalty: 5956.339355
	Iteration 45Q: 3 clusters Score -2.103426e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 162459 members 
Entering Unmasked Estep 
Score: -21034306.000000 Penalty: 5956.339355
	Iteration 46Q: 3 clusters Score -2.103431e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 162604 members 
Entering Unmasked Estep 
Score: -21034392.000000 Penalty: 5956.339355
	Iteration 47Q: 3 clusters Score -2.103439e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -21034420.000000 Penalty: 5956.339355
	Iteration 48Q: 3 clusters Score -2.103442e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 162772 members 
Entering Unmasked Estep 
Score: -21034484.000000 Penalty: 5956.339355
	Iteration 49Q: 3 clusters Score -2.103448e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 162844 members 
Entering Unmasked Estep 
Score: -21034516.000000 Penalty: 5956.339355
	Iteration 50Q: 3 clusters Score -2.103452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 162900 members 
Entering Unmasked Estep 
Score: -21034536.000000 Penalty: 5956.339355
	Iteration 51Q: 3 clusters Score -2.103454e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -21034544.000000 Penalty: 5956.339355
	Iteration 52Q: 3 clusters Score -2.103454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 162971 members 
Entering Unmasked Estep 
Score: -21034558.000000 Penalty: 5956.339355
	Iteration 53Q: 3 clusters Score -2.103456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -21034570.000000 Penalty: 5956.339355
	Iteration 54Q: 3 clusters Score -2.103457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -21034582.000000 Penalty: 5956.339355
	Iteration 55Q: 3 clusters Score -2.103458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -21034578.000000 Penalty: 5956.339355
	Iteration 56Q: 3 clusters Score -2.103458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 163054 members 
Entering Unmasked Estep 
Score: -21034578.000000 Penalty: 5956.339355
	Iteration 57Q: 3 clusters Score -2.103458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -21034570.000000 Penalty: 5956.339355
	Iteration 58Q: 3 clusters Score -2.103457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -21034564.000000 Penalty: 5956.339355
	Iteration 59Q: 3 clusters Score -2.103456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 163097 members 
Entering Unmasked Estep 
Score: -21034566.000000 Penalty: 5956.339355
	Iteration 60F: 3 clusters Score -2.103457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -21034602.000000 Penalty: 5956.339355
	Iteration 61Q: 3 clusters Score -2.10346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 163135 members 
Entering Unmasked Estep 
Score: -21034604.000000 Penalty: 5956.339355
	Iteration 62Q: 3 clusters Score -2.10346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -21034602.000000 Penalty: 5956.339355
	Iteration 63Q: 3 clusters Score -2.10346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -21034604.000000 Penalty: 5956.339355
	Iteration 64Q: 3 clusters Score -2.10346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -21034590.000000 Penalty: 5956.339355
	Iteration 65Q: 3 clusters Score -2.103459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -21034594.000000 Penalty: 5956.339355
	Iteration 66Q: 3 clusters Score -2.103459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -21034614.000000 Penalty: 5956.339355
	Iteration 67Q: 3 clusters Score -2.103461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -21034596.000000 Penalty: 5956.339355
	Iteration 68Q: 3 clusters Score -2.10346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -21034590.000000 Penalty: 5956.339355
	Iteration 69Q: 3 clusters Score -2.103459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -21034594.000000 Penalty: 5956.339355
	Iteration 70Q: 3 clusters Score -2.103459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -21034592.000000 Penalty: 5956.339355
	Iteration 71Q: 3 clusters Score -2.103459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 163207 members 
Entering Unmasked Estep 
Score: -21034588.000000 Penalty: 5956.339355
	Iteration 72Q: 3 clusters Score -2.103459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 163211 members 
Entering Unmasked Estep 
Score: -21034594.000000 Penalty: 5956.339355
	Iteration 73Q: 3 clusters Score -2.103459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -21034592.000000 Penalty: 5956.339355
	Iteration 74Q: 3 clusters Score -2.103459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -21034588.000000 Penalty: 5956.339355
	Iteration 75Q: 3 clusters Score -2.103459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -21034580.000000 Penalty: 5956.339355
	Iteration 76Q: 3 clusters Score -2.103458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -21034588.000000 Penalty: 5956.339355
	Iteration 77Q: 3 clusters Score -2.103459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -21034588.000000 Penalty: 5956.339355
	Iteration 78F: 3 clusters Score -2.103459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Entering Unmasked Estep 
Score: -23233844.000000 Penalty: 3002.308105
	Iteration 0F: 2 clusters Score -2.323384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90227 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -23115154.000000 Penalty: 6004.616211
	Iteration 0F: 3 clusters Score -2.311515e+07 nChanged 86807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -23166154.000000 Penalty: 6004.616211
	Iteration 1F: 3 clusters Score -2.316615e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -23167120.000000 Penalty: 6004.616211
	Iteration 2Q: 3 clusters Score -2.316712e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -23168484.000000 Penalty: 6004.616211
	Iteration 3Q: 3 clusters Score -2.316848e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -23171158.000000 Penalty: 6004.616211
	Iteration 4Q: 3 clusters Score -2.317116e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -23176510.000000 Penalty: 6004.616211
	Iteration 5F: 3 clusters Score -2.317651e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -23185836.000000 Penalty: 6004.616211
	Iteration 6F: 3 clusters Score -2.318584e+07 nChanged 16070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 146765 members 
Entering Unmasked Estep 
Score: -23200046.000000 Penalty: 6004.616211
	Iteration 7F: 3 clusters Score -2.320005e+07 nChanged 15521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 162130 members 
Entering Unmasked Estep 
Score: -23215872.000000 Penalty: 6004.616211
	Iteration 8F: 3 clusters Score -2.321587e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 172796 members 
Entering Unmasked Estep 
Score: -23226222.000000 Penalty: 6004.616211
	Iteration 9F: 3 clusters Score -2.322622e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -23229824.000000 Penalty: 6004.616211
	Iteration 10Q: 3 clusters Score -2.322982e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 179431 members 
Entering Unmasked Estep 
Score: -23231132.000000 Penalty: 6004.616211
	Iteration 11Q: 3 clusters Score -2.323113e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -23231504.000000 Penalty: 6004.616211
	Iteration 12Q: 3 clusters Score -2.32315e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 180098 members 
Entering Unmasked Estep 
Score: -23231708.000000 Penalty: 6004.616211
	Iteration 13Q: 3 clusters Score -2.323171e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 180128 members 
Entering Unmasked Estep 
Score: -23231816.000000 Penalty: 6004.616211
	Iteration 14Q: 3 clusters Score -2.323182e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 180135 members 
Entering Unmasked Estep 
Score: -23231884.000000 Penalty: 6004.616211
	Iteration 15Q: 3 clusters Score -2.323188e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -23231974.000000 Penalty: 6004.616211
	Iteration 16Q: 3 clusters Score -2.323197e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -23232006.000000 Penalty: 6004.616211
	Iteration 17Q: 3 clusters Score -2.323201e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 180092 members 
Entering Unmasked Estep 
Score: -23232056.000000 Penalty: 6004.616211
	Iteration 18Q: 3 clusters Score -2.323206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 180089 members 
Entering Unmasked Estep 
Score: -23232084.000000 Penalty: 6004.616211
	Iteration 19Q: 3 clusters Score -2.323208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 180079 members 
Entering Unmasked Estep 
Score: -23232086.000000 Penalty: 6004.616211
	Iteration 20F: 3 clusters Score -2.323209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 180067 members 
Entering Unmasked Estep 
Score: -23232106.000000 Penalty: 6004.616211
	Iteration 21Q: 3 clusters Score -2.323211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 180062 members 
Entering Unmasked Estep 
Score: -23232090.000000 Penalty: 6004.616211
	Iteration 22Q: 3 clusters Score -2.323209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 180051 members 
Entering Unmasked Estep 
Score: -23232100.000000 Penalty: 6004.616211
	Iteration 23Q: 3 clusters Score -2.32321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 180049 members 
Entering Unmasked Estep 
Score: -23232116.000000 Penalty: 6004.616211
	Iteration 24Q: 3 clusters Score -2.323212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 180045 members 
Entering Unmasked Estep 
Score: -23232124.000000 Penalty: 6004.616211
	Iteration 25Q: 3 clusters Score -2.323212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -23232142.000000 Penalty: 6004.616211
	Iteration 26Q: 3 clusters Score -2.323214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -23232146.000000 Penalty: 6004.616211
	Iteration 27Q: 3 clusters Score -2.323215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -23232146.000000 Penalty: 6004.616211
	Iteration 28Q: 3 clusters Score -2.323215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 180040 members 
Entering Unmasked Estep 
Score: -23232148.000000 Penalty: 6004.616211
	Iteration 29Q: 3 clusters Score -2.323215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 180036 members 
Entering Unmasked Estep 
Score: -23232160.000000 Penalty: 6004.616211
	Iteration 30Q: 3 clusters Score -2.323216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -23232166.000000 Penalty: 6004.616211
	Iteration 31Q: 3 clusters Score -2.323217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -23232156.000000 Penalty: 6004.616211
	Iteration 32Q: 3 clusters Score -2.323216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 180030 members 
Entering Unmasked Estep 
Score: -23232158.000000 Penalty: 6004.616211
	Iteration 33Q: 3 clusters Score -2.323216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -23232162.000000 Penalty: 6004.616211
	Iteration 34Q: 3 clusters Score -2.323216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 180028 members 
Entering Unmasked Estep 
Score: -23232162.000000 Penalty: 6004.616211
	Iteration 35Q: 3 clusters Score -2.323216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 180027 members 
Entering Unmasked Estep 
Score: -23232168.000000 Penalty: 6004.616211
	Iteration 36Q: 3 clusters Score -2.323217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 180027 members 
Entering Unmasked Estep 
Score: -23232168.000000 Penalty: 6004.616211
	Iteration 37F: 3 clusters Score -2.323217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 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 150 members 
Entering Unmasked Estep 
Score: -33699.285156 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33699.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33808.925781 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33808.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33864.917969 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33864.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33878.257812 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33878.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33884.871094 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33884.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33890.527344 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -33890.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33890.527344 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -33890.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78154.203125 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78154.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78486.492188 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78486.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78663.781250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78663.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78773.773438 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -78773.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78903.257812 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -78903.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79043.218750 Penalty: 3281.568359
	Iteration 5F: 3 clusters Score -79043.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79220.882812 Penalty: 3281.568359
	Iteration 6F: 3 clusters Score -79220.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79432.562500 Penalty: 3281.568359
	Iteration 7F: 3 clusters Score -79432.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79595.789062 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -79595.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79858.703125 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -79858.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79948.281250 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -79948.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80002.085938 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -80002.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80020.375000 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -80020.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80039.500000 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -80039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80049.984375 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -80049.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80053.914062 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -80053.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80053.914062 Penalty: 3281.568359
	Iteration 16F: 3 clusters Score -80053.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113650 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76721 members 
Mstep: Class 8 contains 190024 members 
Mstep: Class 9 contains 164185 members 
Mstep: Class 10 contains 180969 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 424 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223664 members 
Mstep: Class 15 contains 323 members 
Mstep: Class 18 contains 96367 members 
Mstep: Class 19 contains 30160 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 64399 members 
Entering Unmasked Estep 
Score: -149694608.000000 Penalty: 69388.398438
Splitting cluster 12 changes total score from -149696272.000000 to -149694608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64166.113281 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64166.11 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64699.265625 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64699.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64951.589844 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -64951.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65265.906250 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65265.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -65626.187500 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -65626.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65754.328125 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -65754.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65896.726562 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -65896.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65975.710938 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -65975.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65979.718750 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -65979.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66023.781250 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66023.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66070.109375 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66070.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66110.804688 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -66110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66174.906250 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66174.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66251.101562 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -66251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66374.492188 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -66374.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66419.218750 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -66419.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66424.882812 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -66424.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66439.703125 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -66439.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66453.390625 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -66453.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66465.546875 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -66465.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66487.187500 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -66487.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66501.335938 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -66501.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66509.210938 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -66509.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66509.210938 Penalty: 3214.862061
	Iteration 23F: 3 clusters Score -66509.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113650 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76721 members 
Mstep: Class 8 contains 190024 members 
Mstep: Class 9 contains 164185 members 
Mstep: Class 10 contains 180969 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 223664 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 18 contains 96367 members 
Mstep: Class 19 contains 30160 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 64399 members 
Entering Unmasked Estep 
Score: -149695056.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149696272.000000 to -149695056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (223664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223664 members 
Entering Unmasked Estep 
Score: -28568636.000000 Penalty: 3054.839355
	Iteration 0F: 2 clusters Score -2.856864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111381 members 
Mstep: Class 2 contains 112283 members 
Entering Unmasked Estep 
Score: -28426112.000000 Penalty: 6109.678711
	Iteration 0F: 3 clusters Score -2.842611e+07 nChanged 107894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -28490056.000000 Penalty: 6109.678711
	Iteration 1F: 3 clusters Score -2.849006e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -28491756.000000 Penalty: 6109.678711
	Iteration 2Q: 3 clusters Score -2.849176e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -28494848.000000 Penalty: 6109.678711
	Iteration 3Q: 3 clusters Score -2.849485e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 141771 members 
Entering Unmasked Estep 
Score: -28500456.000000 Penalty: 6109.678711
	Iteration 4F: 3 clusters Score -2.850046e+07 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -28510936.000000 Penalty: 6109.678711
	Iteration 5F: 3 clusters Score -2.851094e+07 nChanged 19335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 176378 members 
Entering Unmasked Estep 
Score: -28527640.000000 Penalty: 6109.678711
	Iteration 6F: 3 clusters Score -2.852764e+07 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 196534 members 
Entering Unmasked Estep 
Score: -28544996.000000 Penalty: 6109.678711
	Iteration 7F: 3 clusters Score -2.8545e+07 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 211425 members 
Entering Unmasked Estep 
Score: -28556966.000000 Penalty: 6109.678711
	Iteration 8F: 3 clusters Score -2.855697e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 219137 members 
Entering Unmasked Estep 
Score: -28562330.000000 Penalty: 6109.678711
	Iteration 9Q: 3 clusters Score -2.856233e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 222038 members 
Entering Unmasked Estep 
Score: -28564562.000000 Penalty: 6109.678711
	Iteration 10Q: 3 clusters Score -2.856456e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 222904 members 
Entering Unmasked Estep 
Score: -28565276.000000 Penalty: 6109.678711
	Iteration 11Q: 3 clusters Score -2.856528e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 223162 members 
Entering Unmasked Estep 
Score: -28565562.000000 Penalty: 6109.678711
	Iteration 12Q: 3 clusters Score -2.856556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 223249 members 
Entering Unmasked Estep 
Score: -28565672.000000 Penalty: 6109.678711
	Iteration 13Q: 3 clusters Score -2.856567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 223295 members 
Entering Unmasked Estep 
Score: -28565752.000000 Penalty: 6109.678711
	Iteration 14Q: 3 clusters Score -2.856575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 223318 members 
Entering Unmasked Estep 
Score: -28565806.000000 Penalty: 6109.678711
	Iteration 15Q: 3 clusters Score -2.856581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 223326 members 
Entering Unmasked Estep 
Score: -28565834.000000 Penalty: 6109.678711
	Iteration 16Q: 3 clusters Score -2.856583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 223334 members 
Entering Unmasked Estep 
Score: -28565856.000000 Penalty: 6109.678711
	Iteration 17Q: 3 clusters Score -2.856586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223341 members 
Entering Unmasked Estep 
Score: -28565888.000000 Penalty: 6109.678711
	Iteration 18Q: 3 clusters Score -2.856589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223349 members 
Entering Unmasked Estep 
Score: -28565910.000000 Penalty: 6109.678711
	Iteration 19Q: 3 clusters Score -2.856591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -28565912.000000 Penalty: 6109.678711
	Iteration 20F: 3 clusters Score -2.856591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 223355 members 
Entering Unmasked Estep 
Score: -28565924.000000 Penalty: 6109.678711
	Iteration 21Q: 3 clusters Score -2.856592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 223360 members 
Entering Unmasked Estep 
Score: -28565922.000000 Penalty: 6109.678711
	Iteration 22Q: 3 clusters Score -2.856592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 223366 members 
Entering Unmasked Estep 
Score: -28565914.000000 Penalty: 6109.678711
	Iteration 23Q: 3 clusters Score -2.856591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 223370 members 
Entering Unmasked Estep 
Score: -28565930.000000 Penalty: 6109.678711
	Iteration 24Q: 3 clusters Score -2.856593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 223370 members 
Entering Unmasked Estep 
Score: -28565940.000000 Penalty: 6109.678711
	Iteration 25Q: 3 clusters Score -2.856594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223373 members 
Entering Unmasked Estep 
Score: -28565946.000000 Penalty: 6109.678711
	Iteration 26Q: 3 clusters Score -2.856595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 223374 members 
Entering Unmasked Estep 
Score: -28565944.000000 Penalty: 6109.678711
	Iteration 27Q: 3 clusters Score -2.856594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 223376 members 
Entering Unmasked Estep 
Score: -28565962.000000 Penalty: 6109.678711
	Iteration 28Q: 3 clusters Score -2.856596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 223375 members 
Entering Unmasked Estep 
Score: -28565952.000000 Penalty: 6109.678711
	Iteration 29Q: 3 clusters Score -2.856595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223373 members 
Entering Unmasked Estep 
Score: -28565932.000000 Penalty: 6109.678711
	Iteration 30Q: 3 clusters Score -2.856593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223373 members 
Entering Unmasked Estep 
Score: -28565940.000000 Penalty: 6109.678711
	Iteration 31Q: 3 clusters Score -2.856594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 223375 members 
Entering Unmasked Estep 
Score: -28565950.000000 Penalty: 6109.678711
	Iteration 32Q: 3 clusters Score -2.856595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223373 members 
Entering Unmasked Estep 
Score: -28565958.000000 Penalty: 6109.678711
	Iteration 33Q: 3 clusters Score -2.856596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 223373 members 
Entering Unmasked Estep 
Score: -28565958.000000 Penalty: 6109.678711
	Iteration 34F: 3 clusters Score -2.856596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Entering Unmasked Estep 
Score: -12462960.000000 Penalty: 2846.027832
	Iteration 0F: 2 clusters Score -1.246296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -12398742.000000 Penalty: 5692.055664
	Iteration 0F: 3 clusters Score -1.239874e+07 nChanged 45347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -12424681.000000 Penalty: 5692.055664
	Iteration 1F: 3 clusters Score -1.242468e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -12425676.000000 Penalty: 5692.055664
	Iteration 2Q: 3 clusters Score -1.242568e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -12427047.000000 Penalty: 5692.055664
	Iteration 3Q: 3 clusters Score -1.242705e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -12428959.000000 Penalty: 5692.055664
	Iteration 4Q: 3 clusters Score -1.242896e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -12431458.000000 Penalty: 5692.055664
	Iteration 5Q: 3 clusters Score -1.243146e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -12435099.000000 Penalty: 5692.055664
	Iteration 6F: 3 clusters Score -1.24351e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -12439657.000000 Penalty: 5692.055664
	Iteration 7F: 3 clusters Score -1.243966e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -12444951.000000 Penalty: 5692.055664
	Iteration 8F: 3 clusters Score -1.244495e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -12448679.000000 Penalty: 5692.055664
	Iteration 9F: 3 clusters Score -1.244868e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -12450344.000000 Penalty: 5692.055664
	Iteration 10Q: 3 clusters Score -1.245034e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -12450986.000000 Penalty: 5692.055664
	Iteration 11Q: 3 clusters Score -1.245099e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -12451375.000000 Penalty: 5692.055664
	Iteration 12Q: 3 clusters Score -1.245138e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -12451762.000000 Penalty: 5692.055664
	Iteration 13Q: 3 clusters Score -1.245176e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -12452020.000000 Penalty: 5692.055664
	Iteration 14Q: 3 clusters Score -1.245202e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 62835 members 
Entering Unmasked Estep 
Score: -12452408.000000 Penalty: 5692.055664
	Iteration 15Q: 3 clusters Score -1.245241e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -12452646.000000 Penalty: 5692.055664
	Iteration 16Q: 3 clusters Score -1.245265e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -12452914.000000 Penalty: 5692.055664
	Iteration 17Q: 3 clusters Score -1.245291e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -12453164.000000 Penalty: 5692.055664
	Iteration 18Q: 3 clusters Score -1.245316e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -12453411.000000 Penalty: 5692.055664
	Iteration 19Q: 3 clusters Score -1.245341e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -12453631.000000 Penalty: 5692.055664
	Iteration 20F: 3 clusters Score -1.245363e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -12453925.000000 Penalty: 5692.055664
	Iteration 21Q: 3 clusters Score -1.245392e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -12454058.000000 Penalty: 5692.055664
	Iteration 22Q: 3 clusters Score -1.245406e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -12454285.000000 Penalty: 5692.055664
	Iteration 23Q: 3 clusters Score -1.245428e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -12454504.000000 Penalty: 5692.055664
	Iteration 24Q: 3 clusters Score -1.24545e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -12454707.000000 Penalty: 5692.055664
	Iteration 25Q: 3 clusters Score -1.245471e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -12454925.000000 Penalty: 5692.055664
	Iteration 26Q: 3 clusters Score -1.245492e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -12455129.000000 Penalty: 5692.055664
	Iteration 27Q: 3 clusters Score -1.245513e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -12455320.000000 Penalty: 5692.055664
	Iteration 28Q: 3 clusters Score -1.245532e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -12455532.000000 Penalty: 5692.055664
	Iteration 29Q: 3 clusters Score -1.245553e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -12455739.000000 Penalty: 5692.055664
	Iteration 30Q: 3 clusters Score -1.245574e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -12455929.000000 Penalty: 5692.055664
	Iteration 31Q: 3 clusters Score -1.245593e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -12456172.000000 Penalty: 5692.055664
	Iteration 32Q: 3 clusters Score -1.245617e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -12456386.000000 Penalty: 5692.055664
	Iteration 33Q: 3 clusters Score -1.245639e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -12456641.000000 Penalty: 5692.055664
	Iteration 34Q: 3 clusters Score -1.245664e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -12456876.000000 Penalty: 5692.055664
	Iteration 35Q: 3 clusters Score -1.245688e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -12457158.000000 Penalty: 5692.055664
	Iteration 36Q: 3 clusters Score -1.245716e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -12457393.000000 Penalty: 5692.055664
	Iteration 37Q: 3 clusters Score -1.245739e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -12457653.000000 Penalty: 5692.055664
	Iteration 38Q: 3 clusters Score -1.245765e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -12457850.000000 Penalty: 5692.055664
	Iteration 39Q: 3 clusters Score -1.245785e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -12458137.000000 Penalty: 5692.055664
	Iteration 40F: 3 clusters Score -1.245814e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -12458307.000000 Penalty: 5692.055664
	Iteration 41Q: 3 clusters Score -1.245831e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -12458546.000000 Penalty: 5692.055664
	Iteration 42Q: 3 clusters Score -1.245855e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -12458727.000000 Penalty: 5692.055664
	Iteration 43Q: 3 clusters Score -1.245873e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -12458938.000000 Penalty: 5692.055664
	Iteration 44Q: 3 clusters Score -1.245894e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -12459120.000000 Penalty: 5692.055664
	Iteration 45Q: 3 clusters Score -1.245912e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -12459292.000000 Penalty: 5692.055664
	Iteration 46Q: 3 clusters Score -1.245929e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -12459451.000000 Penalty: 5692.055664
	Iteration 47Q: 3 clusters Score -1.245945e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 90658 members 
Entering Unmasked Estep 
Score: -12459556.000000 Penalty: 5692.055664
	Iteration 48Q: 3 clusters Score -1.245956e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -12459663.000000 Penalty: 5692.055664
	Iteration 49Q: 3 clusters Score -1.245966e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -12459806.000000 Penalty: 5692.055664
	Iteration 50Q: 3 clusters Score -1.245981e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 91718 members 
Entering Unmasked Estep 
Score: -12459890.000000 Penalty: 5692.055664
	Iteration 51Q: 3 clusters Score -1.245989e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -12459936.000000 Penalty: 5692.055664
	Iteration 52Q: 3 clusters Score -1.245994e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -12460050.000000 Penalty: 5692.055664
	Iteration 53Q: 3 clusters Score -1.246005e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -12460088.000000 Penalty: 5692.055664
	Iteration 54Q: 3 clusters Score -1.246009e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -12460164.000000 Penalty: 5692.055664
	Iteration 55Q: 3 clusters Score -1.246016e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -12460220.000000 Penalty: 5692.055664
	Iteration 56Q: 3 clusters Score -1.246022e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -12460277.000000 Penalty: 5692.055664
	Iteration 57Q: 3 clusters Score -1.246028e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -12460323.000000 Penalty: 5692.055664
	Iteration 58Q: 3 clusters Score -1.246032e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -12460380.000000 Penalty: 5692.055664
	Iteration 59Q: 3 clusters Score -1.246038e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -12460427.000000 Penalty: 5692.055664
	Iteration 60F: 3 clusters Score -1.246043e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -12460455.000000 Penalty: 5692.055664
	Iteration 61Q: 3 clusters Score -1.246046e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -12460464.000000 Penalty: 5692.055664
	Iteration 62Q: 3 clusters Score -1.246046e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -12460477.000000 Penalty: 5692.055664
	Iteration 63Q: 3 clusters Score -1.246048e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -12460469.000000 Penalty: 5692.055664
	Iteration 64Q: 3 clusters Score -1.246047e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -12460498.000000 Penalty: 5692.055664
	Iteration 65Q: 3 clusters Score -1.24605e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -12460527.000000 Penalty: 5692.055664
	Iteration 66Q: 3 clusters Score -1.246053e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -12460545.000000 Penalty: 5692.055664
	Iteration 67Q: 3 clusters Score -1.246054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -12460570.000000 Penalty: 5692.055664
	Iteration 68Q: 3 clusters Score -1.246057e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -12460606.000000 Penalty: 5692.055664
	Iteration 69Q: 3 clusters Score -1.246061e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -12460593.000000 Penalty: 5692.055664
	Iteration 70Q: 3 clusters Score -1.246059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -12460615.000000 Penalty: 5692.055664
	Iteration 71Q: 3 clusters Score -1.246062e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -12460626.000000 Penalty: 5692.055664
	Iteration 72Q: 3 clusters Score -1.246063e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -12460652.000000 Penalty: 5692.055664
	Iteration 73Q: 3 clusters Score -1.246065e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -12460667.000000 Penalty: 5692.055664
	Iteration 74Q: 3 clusters Score -1.246067e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -12460681.000000 Penalty: 5692.055664
	Iteration 75Q: 3 clusters Score -1.246068e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -12460690.000000 Penalty: 5692.055664
	Iteration 76Q: 3 clusters Score -1.246069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -12460708.000000 Penalty: 5692.055664
	Iteration 77Q: 3 clusters Score -1.246071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -12460703.000000 Penalty: 5692.055664
	Iteration 78Q: 3 clusters Score -1.24607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -12460716.000000 Penalty: 5692.055664
	Iteration 79Q: 3 clusters Score -1.246072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -12460738.000000 Penalty: 5692.055664
	Iteration 80F: 3 clusters Score -1.246074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -12460735.000000 Penalty: 5692.055664
	Iteration 81Q: 3 clusters Score -1.246074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -12460745.000000 Penalty: 5692.055664
	Iteration 82Q: 3 clusters Score -1.246074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -12460756.000000 Penalty: 5692.055664
	Iteration 83Q: 3 clusters Score -1.246076e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -12460763.000000 Penalty: 5692.055664
	Iteration 84Q: 3 clusters Score -1.246076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -12460778.000000 Penalty: 5692.055664
	Iteration 85Q: 3 clusters Score -1.246078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -12460775.000000 Penalty: 5692.055664
	Iteration 86Q: 3 clusters Score -1.246078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -12460775.000000 Penalty: 5692.055664
	Iteration 87Q: 3 clusters Score -1.246078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -12460783.000000 Penalty: 5692.055664
	Iteration 88Q: 3 clusters Score -1.246078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -12460778.000000 Penalty: 5692.055664
	Iteration 89Q: 3 clusters Score -1.246078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -12460767.000000 Penalty: 5692.055664
	Iteration 90Q: 3 clusters Score -1.246077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -12460760.000000 Penalty: 5692.055664
	Iteration 91Q: 3 clusters Score -1.246076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -12460762.000000 Penalty: 5692.055664
	Iteration 92Q: 3 clusters Score -1.246076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -12460750.000000 Penalty: 5692.055664
	Iteration 93Q: 3 clusters Score -1.246075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -12460759.000000 Penalty: 5692.055664
	Iteration 94Q: 3 clusters Score -1.246076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -12460762.000000 Penalty: 5692.055664
	Iteration 95Q: 3 clusters Score -1.246076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -12460760.000000 Penalty: 5692.055664
	Iteration 96Q: 3 clusters Score -1.246076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 94903 members 
Entering Unmasked Estep 
Score: -12460753.000000 Penalty: 5692.055664
	Iteration 97Q: 3 clusters Score -1.246075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -12460758.000000 Penalty: 5692.055664
	Iteration 98Q: 3 clusters Score -1.246076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -12460757.000000 Penalty: 5692.055664
	Iteration 99Q: 3 clusters Score -1.246076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -12460752.000000 Penalty: 5692.055664
	Iteration 100F: 3 clusters Score -1.246075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -12460771.000000 Penalty: 5692.055664
	Iteration 101Q: 3 clusters Score -1.246077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -12460770.000000 Penalty: 5692.055664
	Iteration 102Q: 3 clusters Score -1.246077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -12460769.000000 Penalty: 5692.055664
	Iteration 103Q: 3 clusters Score -1.246077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -12460769.000000 Penalty: 5692.055664
	Iteration 104F: 3 clusters Score -1.246077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Entering Unmasked Estep 
Score: -3974933.750000 Penalty: 2557.939453
	Iteration 0F: 2 clusters Score -3974934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3954322.250000 Penalty: 5115.878906
	Iteration 0F: 3 clusters Score -3954322 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3961599.750000 Penalty: 5115.878906
	Iteration 1F: 3 clusters Score -3961600 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3962047.750000 Penalty: 5115.878906
	Iteration 2Q: 3 clusters Score -3962048 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3962390.250000 Penalty: 5115.878906
	Iteration 3Q: 3 clusters Score -3962390 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3962785.500000 Penalty: 5115.878906
	Iteration 4Q: 3 clusters Score -3962786 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3963268.500000 Penalty: 5115.878906
	Iteration 5Q: 3 clusters Score -3963268 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3963930.250000 Penalty: 5115.878906
	Iteration 6Q: 3 clusters Score -3963930 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3964873.750000 Penalty: 5115.878906
	Iteration 7F: 3 clusters Score -3964874 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3966229.000000 Penalty: 5115.878906
	Iteration 8F: 3 clusters Score -3966229 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3968070.250000 Penalty: 5115.878906
	Iteration 9F: 3 clusters Score -3968070 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3969944.750000 Penalty: 5115.878906
	Iteration 10F: 3 clusters Score -3969945 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3971345.750000 Penalty: 5115.878906
	Iteration 11Q: 3 clusters Score -3971346 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3972088.750000 Penalty: 5115.878906
	Iteration 12Q: 3 clusters Score -3972089 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3972406.000000 Penalty: 5115.878906
	Iteration 13Q: 3 clusters Score -3972406 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3972528.000000 Penalty: 5115.878906
	Iteration 14Q: 3 clusters Score -3972528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3972594.000000 Penalty: 5115.878906
	Iteration 15Q: 3 clusters Score -3972594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3972634.000000 Penalty: 5115.878906
	Iteration 16Q: 3 clusters Score -3972634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3972648.750000 Penalty: 5115.878906
	Iteration 17Q: 3 clusters Score -3972649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3972654.750000 Penalty: 5115.878906
	Iteration 18Q: 3 clusters Score -3972655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3972658.500000 Penalty: 5115.878906
	Iteration 19Q: 3 clusters Score -3972658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3972662.750000 Penalty: 5115.878906
	Iteration 20F: 3 clusters Score -3972663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3972668.500000 Penalty: 5115.878906
	Iteration 21Q: 3 clusters Score -3972668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3972669.250000 Penalty: 5115.878906
	Iteration 22Q: 3 clusters Score -3972669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3972672.500000 Penalty: 5115.878906
	Iteration 23Q: 3 clusters Score -3972672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3972680.250000 Penalty: 5115.878906
	Iteration 24Q: 3 clusters Score -3972680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3972684.750000 Penalty: 5115.878906
	Iteration 25Q: 3 clusters Score -3972685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3972687.000000 Penalty: 5115.878906
	Iteration 26Q: 3 clusters Score -3972687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3972687.500000 Penalty: 5115.878906
	Iteration 27Q: 3 clusters Score -3972688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3972687.500000 Penalty: 5115.878906
	Iteration 28F: 3 clusters Score -3972688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -239174.343750 Penalty: 1886.013916
	Iteration 0F: 2 clusters Score -239174.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -236516.468750 Penalty: 3772.027832
	Iteration 0F: 3 clusters Score -236516.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236968.937500 Penalty: 3772.027832
	Iteration 1F: 3 clusters Score -236968.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237116.453125 Penalty: 3772.027832
	Iteration 2F: 3 clusters Score -237116.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -237187.218750 Penalty: 3772.027832
	Iteration 3Q: 3 clusters Score -237187.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -237239.046875 Penalty: 3772.027832
	Iteration 4Q: 3 clusters Score -237239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -237277.593750 Penalty: 3772.027832
	Iteration 5Q: 3 clusters Score -237277.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -237318.843750 Penalty: 3772.027832
	Iteration 6Q: 3 clusters Score -237318.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -237344.937500 Penalty: 3772.027832
	Iteration 7Q: 3 clusters Score -237344.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -237365.921875 Penalty: 3772.027832
	Iteration 8Q: 3 clusters Score -237365.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -237378.875000 Penalty: 3772.027832
	Iteration 9Q: 3 clusters Score -237378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237390.515625 Penalty: 3772.027832
	Iteration 10Q: 3 clusters Score -237390.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -237401.125000 Penalty: 3772.027832
	Iteration 11Q: 3 clusters Score -237401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -237409.250000 Penalty: 3772.027832
	Iteration 12Q: 3 clusters Score -237409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -237413.453125 Penalty: 3772.027832
	Iteration 13Q: 3 clusters Score -237413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -237414.453125 Penalty: 3772.027832
	Iteration 14Q: 3 clusters Score -237414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -237414.453125 Penalty: 3772.027832
	Iteration 15F: 3 clusters Score -237414.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Entering Unmasked Estep 
Score: -4060417.250000 Penalty: 2569.827881
	Iteration 0F: 2 clusters Score -4060417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4038786.500000 Penalty: 5139.655762
	Iteration 0F: 3 clusters Score -4038786 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4046411.000000 Penalty: 5139.655762
	Iteration 1F: 3 clusters Score -4046411 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4046740.500000 Penalty: 5139.655762
	Iteration 2Q: 3 clusters Score -4046740 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4047032.000000 Penalty: 5139.655762
	Iteration 3Q: 3 clusters Score -4047032 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4047301.000000 Penalty: 5139.655762
	Iteration 4Q: 3 clusters Score -4047301 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4047536.500000 Penalty: 5139.655762
	Iteration 5Q: 3 clusters Score -4047536 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4047816.750000 Penalty: 5139.655762
	Iteration 6Q: 3 clusters Score -4047817 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4048255.750000 Penalty: 5139.655762
	Iteration 7Q: 3 clusters Score -4048256 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4048941.250000 Penalty: 5139.655762
	Iteration 8Q: 3 clusters Score -4048941 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4050043.250000 Penalty: 5139.655762
	Iteration 9F: 3 clusters Score -4050043 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4051609.250000 Penalty: 5139.655762
	Iteration 10F: 3 clusters Score -4051609 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4053516.750000 Penalty: 5139.655762
	Iteration 11F: 3 clusters Score -4053517 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4055376.250000 Penalty: 5139.655762
	Iteration 12F: 3 clusters Score -4055376 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4056843.500000 Penalty: 5139.655762
	Iteration 13Q: 3 clusters Score -4056844 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4057771.250000 Penalty: 5139.655762
	Iteration 14Q: 3 clusters Score -4057771 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4058226.000000 Penalty: 5139.655762
	Iteration 15Q: 3 clusters Score -4058226 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4058405.750000 Penalty: 5139.655762
	Iteration 16Q: 3 clusters Score -4058406 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4058536.750000 Penalty: 5139.655762
	Iteration 17Q: 3 clusters Score -4058537 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4058617.750000 Penalty: 5139.655762
	Iteration 18Q: 3 clusters Score -4058618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4058654.500000 Penalty: 5139.655762
	Iteration 19Q: 3 clusters Score -4058654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4058682.500000 Penalty: 5139.655762
	Iteration 20F: 3 clusters Score -4058682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4058704.000000 Penalty: 5139.655762
	Iteration 21Q: 3 clusters Score -4058704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4058721.250000 Penalty: 5139.655762
	Iteration 22Q: 3 clusters Score -4058721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4058728.500000 Penalty: 5139.655762
	Iteration 23Q: 3 clusters Score -4058728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4058733.750000 Penalty: 5139.655762
	Iteration 24Q: 3 clusters Score -4058734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4058741.500000 Penalty: 5139.655762
	Iteration 25Q: 3 clusters Score -4058742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4058750.500000 Penalty: 5139.655762
	Iteration 26Q: 3 clusters Score -4058750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4058756.250000 Penalty: 5139.655762
	Iteration 27Q: 3 clusters Score -4058756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4058772.000000 Penalty: 5139.655762
	Iteration 28Q: 3 clusters Score -4058772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4058782.750000 Penalty: 5139.655762
	Iteration 29Q: 3 clusters Score -4058783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4058796.750000 Penalty: 5139.655762
	Iteration 30Q: 3 clusters Score -4058797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4058793.750000 Penalty: 5139.655762
	Iteration 31Q: 3 clusters Score -4058794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4058798.000000 Penalty: 5139.655762
	Iteration 32Q: 3 clusters Score -4058798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4058790.500000 Penalty: 5139.655762
	Iteration 33Q: 3 clusters Score -4058790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4058788.500000 Penalty: 5139.655762
	Iteration 34Q: 3 clusters Score -4058788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4058796.250000 Penalty: 5139.655762
	Iteration 35Q: 3 clusters Score -4058796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4058791.750000 Penalty: 5139.655762
	Iteration 36Q: 3 clusters Score -4058792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4058797.250000 Penalty: 5139.655762
	Iteration 37Q: 3 clusters Score -4058797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4058794.750000 Penalty: 5139.655762
	Iteration 38Q: 3 clusters Score -4058795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4058795.750000 Penalty: 5139.655762
	Iteration 39Q: 3 clusters Score -4058796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4058790.250000 Penalty: 5139.655762
	Iteration 40F: 3 clusters Score -4058790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4058791.750000 Penalty: 5139.655762
	Iteration 41Q: 3 clusters Score -4058792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4058798.500000 Penalty: 5139.655762
	Iteration 42Q: 3 clusters Score -4058798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4058794.500000 Penalty: 5139.655762
	Iteration 43Q: 3 clusters Score -4058794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4058801.000000 Penalty: 5139.655762
	Iteration 44Q: 3 clusters Score -4058801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4058801.000000 Penalty: 5139.655762
	Iteration 45F: 3 clusters Score -4058801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64399 members 
Entering Unmasked Estep 
Score: -8337475.000000 Penalty: 2746.067627
	Iteration 0F: 2 clusters Score -8337475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -8294372.500000 Penalty: 5492.135254
	Iteration 0F: 3 clusters Score -8294372 nChanged 29969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8311577.500000 Penalty: 5492.135254
	Iteration 1F: 3 clusters Score -8311578 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -8312620.000000 Penalty: 5492.135254
	Iteration 2Q: 3 clusters Score -8312620 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -8313901.000000 Penalty: 5492.135254
	Iteration 3Q: 3 clusters Score -8313901 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -8315401.000000 Penalty: 5492.135254
	Iteration 4Q: 3 clusters Score -8315401 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -8317535.500000 Penalty: 5492.135254
	Iteration 5F: 3 clusters Score -8317536 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8320722.000000 Penalty: 5492.135254
	Iteration 6F: 3 clusters Score -8320722 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8324452.000000 Penalty: 5492.135254
	Iteration 7F: 3 clusters Score -8324452 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -8327394.000000 Penalty: 5492.135254
	Iteration 8F: 3 clusters Score -8327394 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8328928.500000 Penalty: 5492.135254
	Iteration 9Q: 3 clusters Score -8328928 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8329617.000000 Penalty: 5492.135254
	Iteration 10Q: 3 clusters Score -8329617 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8330062.500000 Penalty: 5492.135254
	Iteration 11Q: 3 clusters Score -8330062 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -8330416.000000 Penalty: 5492.135254
	Iteration 12Q: 3 clusters Score -8330416 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8330724.500000 Penalty: 5492.135254
	Iteration 13Q: 3 clusters Score -8330724 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8331027.000000 Penalty: 5492.135254
	Iteration 14Q: 3 clusters Score -8331027 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -8331322.000000 Penalty: 5492.135254
	Iteration 15Q: 3 clusters Score -8331322 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -8331548.000000 Penalty: 5492.135254
	Iteration 16Q: 3 clusters Score -8331548 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -8331804.000000 Penalty: 5492.135254
	Iteration 17Q: 3 clusters Score -8331804 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -8332017.000000 Penalty: 5492.135254
	Iteration 18Q: 3 clusters Score -8332017 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -8332236.000000 Penalty: 5492.135254
	Iteration 19Q: 3 clusters Score -8332236 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -8332468.000000 Penalty: 5492.135254
	Iteration 20F: 3 clusters Score -8332468 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -8332653.000000 Penalty: 5492.135254
	Iteration 21Q: 3 clusters Score -8332653 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -8332852.500000 Penalty: 5492.135254
	Iteration 22Q: 3 clusters Score -8332852 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -8333029.000000 Penalty: 5492.135254
	Iteration 23Q: 3 clusters Score -8333029 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -8333214.500000 Penalty: 5492.135254
	Iteration 24Q: 3 clusters Score -8333214 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -8333397.500000 Penalty: 5492.135254
	Iteration 25Q: 3 clusters Score -8333398 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -8333534.500000 Penalty: 5492.135254
	Iteration 26Q: 3 clusters Score -8333534 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -8333726.000000 Penalty: 5492.135254
	Iteration 27Q: 3 clusters Score -8333726 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -8333859.500000 Penalty: 5492.135254
	Iteration 28Q: 3 clusters Score -8333860 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -8333998.000000 Penalty: 5492.135254
	Iteration 29Q: 3 clusters Score -8333998 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -8334138.000000 Penalty: 5492.135254
	Iteration 30Q: 3 clusters Score -8334138 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -8334252.000000 Penalty: 5492.135254
	Iteration 31Q: 3 clusters Score -8334252 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -8334337.000000 Penalty: 5492.135254
	Iteration 32Q: 3 clusters Score -8334337 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -8334433.000000 Penalty: 5492.135254
	Iteration 33Q: 3 clusters Score -8334433 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -8334530.000000 Penalty: 5492.135254
	Iteration 34Q: 3 clusters Score -8334530 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -8334661.000000 Penalty: 5492.135254
	Iteration 35Q: 3 clusters Score -8334661 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -8334764.500000 Penalty: 5492.135254
	Iteration 36Q: 3 clusters Score -8334764 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -8334841.500000 Penalty: 5492.135254
	Iteration 37Q: 3 clusters Score -8334842 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -8334903.000000 Penalty: 5492.135254
	Iteration 38Q: 3 clusters Score -8334903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -8334968.000000 Penalty: 5492.135254
	Iteration 39Q: 3 clusters Score -8334968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -8335046.000000 Penalty: 5492.135254
	Iteration 40F: 3 clusters Score -8335046 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -8335109.500000 Penalty: 5492.135254
	Iteration 41Q: 3 clusters Score -8335110 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -8335181.500000 Penalty: 5492.135254
	Iteration 42Q: 3 clusters Score -8335182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -8335255.500000 Penalty: 5492.135254
	Iteration 43Q: 3 clusters Score -8335256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -8335303.500000 Penalty: 5492.135254
	Iteration 44Q: 3 clusters Score -8335304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -8335359.000000 Penalty: 5492.135254
	Iteration 45Q: 3 clusters Score -8335359 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -8335389.000000 Penalty: 5492.135254
	Iteration 46Q: 3 clusters Score -8335389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -8335430.000000 Penalty: 5492.135254
	Iteration 47Q: 3 clusters Score -8335430 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -8335460.000000 Penalty: 5492.135254
	Iteration 48Q: 3 clusters Score -8335460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -8335473.500000 Penalty: 5492.135254
	Iteration 49Q: 3 clusters Score -8335474 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -8335471.000000 Penalty: 5492.135254
	Iteration 50Q: 3 clusters Score -8335471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8335482.500000 Penalty: 5492.135254
	Iteration 51Q: 3 clusters Score -8335482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8335502.500000 Penalty: 5492.135254
	Iteration 52Q: 3 clusters Score -8335502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -8335510.000000 Penalty: 5492.135254
	Iteration 53Q: 3 clusters Score -8335510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -8335534.500000 Penalty: 5492.135254
	Iteration 54Q: 3 clusters Score -8335534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -8335561.000000 Penalty: 5492.135254
	Iteration 55Q: 3 clusters Score -8335561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -8335560.500000 Penalty: 5492.135254
	Iteration 56Q: 3 clusters Score -8335560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -8335588.500000 Penalty: 5492.135254
	Iteration 57Q: 3 clusters Score -8335588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -8335598.500000 Penalty: 5492.135254
	Iteration 58Q: 3 clusters Score -8335598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -8335596.000000 Penalty: 5492.135254
	Iteration 59Q: 3 clusters Score -8335596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -8335602.000000 Penalty: 5492.135254
	Iteration 60F: 3 clusters Score -8335602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8335608.500000 Penalty: 5492.135254
	Iteration 61Q: 3 clusters Score -8335608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -8335607.000000 Penalty: 5492.135254
	Iteration 62Q: 3 clusters Score -8335607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -8335621.500000 Penalty: 5492.135254
	Iteration 63Q: 3 clusters Score -8335622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -8335625.000000 Penalty: 5492.135254
	Iteration 64Q: 3 clusters Score -8335625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -8335636.000000 Penalty: 5492.135254
	Iteration 65Q: 3 clusters Score -8335636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -8335640.000000 Penalty: 5492.135254
	Iteration 66Q: 3 clusters Score -8335640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -8335640.500000 Penalty: 5492.135254
	Iteration 67Q: 3 clusters Score -8335640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -8335635.500000 Penalty: 5492.135254
	Iteration 68Q: 3 clusters Score -8335636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -8335654.500000 Penalty: 5492.135254
	Iteration 69Q: 3 clusters Score -8335654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8335660.500000 Penalty: 5492.135254
	Iteration 70Q: 3 clusters Score -8335660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -8335658.000000 Penalty: 5492.135254
	Iteration 71Q: 3 clusters Score -8335658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8335660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -8335653.000000 Penalty: 5492.135254
	Iteration 73Q: 3 clusters Score -8335653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8335664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8335667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8335667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -8335672.000000 Penalty: 5492.135254
	Iteration 77Q: 3 clusters Score -8335672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8335678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -8335673.500000 Penalty: 5492.135254
	Iteration 79Q: 3 clusters Score -8335674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -8335669.000000 Penalty: 5492.135254
	Iteration 80F: 3 clusters Score -8335669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8335670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8335680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8335682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8335674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8335674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8335672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8335680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8335685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8335674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8335678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8335682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8335680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -8335680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113650 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76721 members 
Mstep: Class 8 contains 190024 members 
Mstep: Class 9 contains 164185 members 
Mstep: Class 10 contains 180969 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223664 members 
Mstep: Class 18 contains 96367 members 
Mstep: Class 19 contains 30160 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 64399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 20 clusters Score -1.496962e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113639 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76731 members 
Mstep: Class 8 contains 189993 members 
Mstep: Class 9 contains 164169 members 
Mstep: Class 10 contains 181006 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223645 members 
Mstep: Class 18 contains 96359 members 
Mstep: Class 19 contains 30173 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 31648 members 
Mstep: Class 22 contains 64395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 20 clusters Score -1.496961e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113619 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76756 members 
Mstep: Class 8 contains 189975 members 
Mstep: Class 9 contains 164133 members 
Mstep: Class 10 contains 181062 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223585 members 
Mstep: Class 18 contains 96376 members 
Mstep: Class 19 contains 30194 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31649 members 
Mstep: Class 22 contains 64395 members 
Entering Unmasked Estep 
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Iteration 241Q: 20 clusters Score -1.496961e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113616 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76767 members 
Mstep: Class 8 contains 189965 members 
Mstep: Class 9 contains 164119 members 
Mstep: Class 10 contains 181084 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223561 members 
Mstep: Class 18 contains 96382 members 
Mstep: Class 19 contains 30186 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31663 members 
Mstep: Class 22 contains 64384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 20 clusters Score -1.496959e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113618 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76766 members 
Mstep: Class 8 contains 189951 members 
Mstep: Class 9 contains 164085 members 
Mstep: Class 10 contains 181096 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223565 members 
Mstep: Class 18 contains 96401 members 
Mstep: Class 19 contains 30193 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31660 members 
Mstep: Class 22 contains 64378 members 
Entering Unmasked Estep 
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Iteration 243Q: 20 clusters Score -1.496958e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113616 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76773 members 
Mstep: Class 8 contains 189949 members 
Mstep: Class 9 contains 164074 members 
Mstep: Class 10 contains 181066 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223570 members 
Mstep: Class 18 contains 96403 members 
Mstep: Class 19 contains 30207 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31664 members 
Mstep: Class 22 contains 64378 members 
Entering Unmasked Estep 
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Iteration 244Q: 20 clusters Score -1.496957e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113612 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76781 members 
Mstep: Class 8 contains 189942 members 
Mstep: Class 9 contains 164068 members 
Mstep: Class 10 contains 181050 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223569 members 
Mstep: Class 18 contains 96421 members 
Mstep: Class 19 contains 30201 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31661 members 
Mstep: Class 22 contains 64381 members 
Entering Unmasked Estep 
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Iteration 245Q: 20 clusters Score -1.496956e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113608 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76796 members 
Mstep: Class 8 contains 189949 members 
Mstep: Class 9 contains 164059 members 
Mstep: Class 10 contains 181044 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223558 members 
Mstep: Class 18 contains 96417 members 
Mstep: Class 19 contains 30192 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31666 members 
Mstep: Class 22 contains 64385 members 
Entering Unmasked Estep 
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Iteration 246Q: 20 clusters Score -1.496958e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113606 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76805 members 
Mstep: Class 8 contains 189969 members 
Mstep: Class 9 contains 164049 members 
Mstep: Class 10 contains 181050 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223558 members 
Mstep: Class 18 contains 96400 members 
Mstep: Class 19 contains 30172 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31669 members 
Mstep: Class 22 contains 64389 members 
Entering Unmasked Estep 
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Iteration 247Q: 20 clusters Score -1.496956e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113609 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76824 members 
Mstep: Class 8 contains 189974 members 
Mstep: Class 9 contains 164029 members 
Mstep: Class 10 contains 181063 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223547 members 
Mstep: Class 18 contains 96397 members 
Mstep: Class 19 contains 30150 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31679 members 
Mstep: Class 22 contains 64392 members 
Entering Unmasked Estep 
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Iteration 248Q: 20 clusters Score -1.496957e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113595 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76844 members 
Mstep: Class 8 contains 190005 members 
Mstep: Class 9 contains 164025 members 
Mstep: Class 10 contains 181086 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223548 members 
Mstep: Class 18 contains 96388 members 
Mstep: Class 19 contains 30103 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 31675 members 
Mstep: Class 22 contains 64391 members 
Entering Unmasked Estep 
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Iteration 249Q: 20 clusters Score -1.496956e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113593 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4374 members 
Mstep: Class 7 contains 76856 members 
Mstep: Class 8 contains 190045 members 
Mstep: Class 9 contains 164035 members 
Mstep: Class 10 contains 181106 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223533 members 
Mstep: Class 18 contains 96383 members 
Mstep: Class 19 contains 30062 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 31666 members 
Mstep: Class 22 contains 64378 members 
Entering Unmasked Estep 
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Iteration 250Q: 20 clusters Score -1.496956e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113601 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76869 members 
Mstep: Class 8 contains 190089 members 
Mstep: Class 9 contains 164041 members 
Mstep: Class 10 contains 181086 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223528 members 
Mstep: Class 18 contains 96384 members 
Mstep: Class 19 contains 30028 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 31661 members 
Mstep: Class 22 contains 64366 members 
Entering Unmasked Estep 
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Iteration 251Q: 20 clusters Score -1.496959e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113597 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76885 members 
Mstep: Class 8 contains 190135 members 
Mstep: Class 9 contains 164050 members 
Mstep: Class 10 contains 181076 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223504 members 
Mstep: Class 18 contains 96390 members 
Mstep: Class 19 contains 29995 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 31662 members 
Mstep: Class 22 contains 64355 members 
Entering Unmasked Estep 
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Iteration 252Q: 20 clusters Score -1.49696e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113590 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76892 members 
Mstep: Class 8 contains 190200 members 
Mstep: Class 9 contains 164043 members 
Mstep: Class 10 contains 181061 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223512 members 
Mstep: Class 18 contains 96380 members 
Mstep: Class 19 contains 29969 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 64334 members 
Entering Unmasked Estep 
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Iteration 253Q: 20 clusters Score -1.496959e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113584 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 76910 members 
Mstep: Class 8 contains 190253 members 
Mstep: Class 9 contains 164033 members 
Mstep: Class 10 contains 181040 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223506 members 
Mstep: Class 18 contains 96363 members 
Mstep: Class 19 contains 29980 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31661 members 
Mstep: Class 22 contains 64312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696144.000000 Penalty: 65918.976562
Iteration 254Q: 20 clusters Score -1.496961e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113600 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 76930 members 
Mstep: Class 8 contains 190281 members 
Mstep: Class 9 contains 164030 members 
Mstep: Class 10 contains 181032 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223485 members 
Mstep: Class 18 contains 96335 members 
Mstep: Class 19 contains 29991 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 31657 members 
Mstep: Class 22 contains 64297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696272.000000 Penalty: 65918.976562
Iteration 255Q: 20 clusters Score -1.496963e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113589 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 76948 members 
Mstep: Class 8 contains 190312 members 
Mstep: Class 9 contains 164004 members 
Mstep: Class 10 contains 181021 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223478 members 
Mstep: Class 18 contains 96326 members 
Mstep: Class 19 contains 30007 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 31668 members 
Mstep: Class 22 contains 64279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696400.000000 Penalty: 65918.976562
Iteration 256Q: 20 clusters Score -1.496964e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113585 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 76970 members 
Mstep: Class 8 contains 190327 members 
Mstep: Class 9 contains 163974 members 
Mstep: Class 10 contains 181029 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223463 members 
Mstep: Class 18 contains 96322 members 
Mstep: Class 19 contains 30002 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31683 members 
Mstep: Class 22 contains 64269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696368.000000 Penalty: 65918.976562
Iteration 257Q: 20 clusters Score -1.496964e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113585 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 76987 members 
Mstep: Class 8 contains 190333 members 
Mstep: Class 9 contains 163955 members 
Mstep: Class 10 contains 181015 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223473 members 
Mstep: Class 18 contains 96322 members 
Mstep: Class 19 contains 30008 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 31690 members 
Mstep: Class 22 contains 64254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696272.000000 Penalty: 65918.976562
Iteration 258Q: 20 clusters Score -1.496963e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113563 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77016 members 
Mstep: Class 8 contains 190359 members 
Mstep: Class 9 contains 163937 members 
Mstep: Class 10 contains 181027 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223450 members 
Mstep: Class 18 contains 96305 members 
Mstep: Class 19 contains 30014 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 31705 members 
Mstep: Class 22 contains 64240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696096.000000 Penalty: 65918.976562
Iteration 259Q: 20 clusters Score -1.496961e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113562 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77038 members 
Mstep: Class 8 contains 190356 members 
Mstep: Class 9 contains 163910 members 
Mstep: Class 10 contains 181022 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223448 members 
Mstep: Class 18 contains 96282 members 
Mstep: Class 19 contains 30039 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31719 members 
Mstep: Class 22 contains 64235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695888.000000 Penalty: 65918.976562
Iteration 260F: 20 clusters Score -1.496959e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113563 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77056 members 
Mstep: Class 8 contains 190331 members 
Mstep: Class 9 contains 163884 members 
Mstep: Class 10 contains 181048 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223422 members 
Mstep: Class 18 contains 96263 members 
Mstep: Class 19 contains 30070 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31733 members 
Mstep: Class 22 contains 64240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695648.000000 Penalty: 65918.976562
Iteration 261Q: 20 clusters Score -1.496956e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113557 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77062 members 
Mstep: Class 8 contains 190318 members 
Mstep: Class 9 contains 163857 members 
Mstep: Class 10 contains 181071 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223416 members 
Mstep: Class 18 contains 96237 members 
Mstep: Class 19 contains 30099 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 31746 members 
Mstep: Class 22 contains 64244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695552.000000 Penalty: 65918.976562
Iteration 262Q: 20 clusters Score -1.496956e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113567 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77074 members 
Mstep: Class 8 contains 190282 members 
Mstep: Class 9 contains 163821 members 
Mstep: Class 10 contains 181092 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223413 members 
Mstep: Class 18 contains 96217 members 
Mstep: Class 19 contains 30137 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31760 members 
Mstep: Class 22 contains 64245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695776.000000 Penalty: 65918.976562
Iteration 263Q: 20 clusters Score -1.496958e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113555 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77086 members 
Mstep: Class 8 contains 190248 members 
Mstep: Class 9 contains 163808 members 
Mstep: Class 10 contains 181094 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223404 members 
Mstep: Class 18 contains 96210 members 
Mstep: Class 19 contains 30190 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31771 members 
Mstep: Class 22 contains 64241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695600.000000 Penalty: 65918.976562
Iteration 264Q: 20 clusters Score -1.496956e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113545 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77095 members 
Mstep: Class 8 contains 190252 members 
Mstep: Class 9 contains 163797 members 
Mstep: Class 10 contains 181090 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223397 members 
Mstep: Class 18 contains 96200 members 
Mstep: Class 19 contains 30209 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 64231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695664.000000 Penalty: 65918.976562
Iteration 265Q: 20 clusters Score -1.496957e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113547 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77111 members 
Mstep: Class 8 contains 190274 members 
Mstep: Class 9 contains 163794 members 
Mstep: Class 10 contains 181052 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223368 members 
Mstep: Class 18 contains 96189 members 
Mstep: Class 19 contains 30234 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31813 members 
Mstep: Class 22 contains 64224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695648.000000 Penalty: 65918.976562
Iteration 266Q: 20 clusters Score -1.496956e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113533 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77132 members 
Mstep: Class 8 contains 190322 members 
Mstep: Class 9 contains 163784 members 
Mstep: Class 10 contains 181009 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223336 members 
Mstep: Class 18 contains 96166 members 
Mstep: Class 19 contains 30269 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31838 members 
Mstep: Class 22 contains 64218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695376.000000 Penalty: 65918.976562
Iteration 267Q: 20 clusters Score -1.496954e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113541 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77148 members 
Mstep: Class 8 contains 190329 members 
Mstep: Class 9 contains 163785 members 
Mstep: Class 10 contains 180963 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223308 members 
Mstep: Class 18 contains 96143 members 
Mstep: Class 19 contains 30302 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 31863 members 
Mstep: Class 22 contains 64222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695488.000000 Penalty: 65918.976562
Iteration 268Q: 20 clusters Score -1.496955e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113548 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77165 members 
Mstep: Class 8 contains 190320 members 
Mstep: Class 9 contains 163801 members 
Mstep: Class 10 contains 180925 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223297 members 
Mstep: Class 18 contains 96126 members 
Mstep: Class 19 contains 30326 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31885 members 
Mstep: Class 22 contains 64212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695472.000000 Penalty: 65918.976562
Iteration 269Q: 20 clusters Score -1.496955e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113548 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77174 members 
Mstep: Class 8 contains 190277 members 
Mstep: Class 9 contains 163817 members 
Mstep: Class 10 contains 180900 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223299 members 
Mstep: Class 18 contains 96117 members 
Mstep: Class 19 contains 30363 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31901 members 
Mstep: Class 22 contains 64207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695536.000000 Penalty: 65918.976562
Iteration 270Q: 20 clusters Score -1.496955e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113561 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77181 members 
Mstep: Class 8 contains 190239 members 
Mstep: Class 9 contains 163837 members 
Mstep: Class 10 contains 180879 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223273 members 
Mstep: Class 18 contains 96105 members 
Mstep: Class 19 contains 30395 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31912 members 
Mstep: Class 22 contains 64220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695568.000000 Penalty: 65918.976562
Iteration 271Q: 20 clusters Score -1.496956e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113574 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77198 members 
Mstep: Class 8 contains 190235 members 
Mstep: Class 9 contains 163841 members 
Mstep: Class 10 contains 180855 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223241 members 
Mstep: Class 18 contains 96098 members 
Mstep: Class 19 contains 30409 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31923 members 
Mstep: Class 22 contains 64228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695616.000000 Penalty: 65918.976562
Iteration 272Q: 20 clusters Score -1.496956e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113573 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77205 members 
Mstep: Class 8 contains 190231 members 
Mstep: Class 9 contains 163857 members 
Mstep: Class 10 contains 180836 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223218 members 
Mstep: Class 18 contains 96090 members 
Mstep: Class 19 contains 30430 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 31932 members 
Mstep: Class 22 contains 64228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695632.000000 Penalty: 65918.976562
Iteration 273Q: 20 clusters Score -1.496956e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113564 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77217 members 
Mstep: Class 8 contains 190234 members 
Mstep: Class 9 contains 163861 members 
Mstep: Class 10 contains 180817 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223217 members 
Mstep: Class 18 contains 96085 members 
Mstep: Class 19 contains 30437 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31939 members 
Mstep: Class 22 contains 64228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695584.000000 Penalty: 65918.976562
Iteration 274Q: 20 clusters Score -1.496956e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113570 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77228 members 
Mstep: Class 8 contains 190246 members 
Mstep: Class 9 contains 163858 members 
Mstep: Class 10 contains 180785 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223213 members 
Mstep: Class 18 contains 96090 members 
Mstep: Class 19 contains 30437 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31941 members 
Mstep: Class 22 contains 64229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695456.000000 Penalty: 65918.976562
Iteration 275Q: 20 clusters Score -1.496955e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113580 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77231 members 
Mstep: Class 8 contains 190221 members 
Mstep: Class 9 contains 163855 members 
Mstep: Class 10 contains 180766 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223221 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30445 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31955 members 
Mstep: Class 22 contains 64228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695344.000000 Penalty: 65918.976562
Iteration 276Q: 20 clusters Score -1.496953e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113578 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77223 members 
Mstep: Class 8 contains 190223 members 
Mstep: Class 9 contains 163833 members 
Mstep: Class 10 contains 180759 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223240 members 
Mstep: Class 18 contains 96096 members 
Mstep: Class 19 contains 30455 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31961 members 
Mstep: Class 22 contains 64224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695248.000000 Penalty: 65918.976562
Iteration 277Q: 20 clusters Score -1.496952e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113594 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77223 members 
Mstep: Class 8 contains 190191 members 
Mstep: Class 9 contains 163834 members 
Mstep: Class 10 contains 180748 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223241 members 
Mstep: Class 18 contains 96099 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31966 members 
Mstep: Class 22 contains 64229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695200.000000 Penalty: 65918.976562
Iteration 278Q: 20 clusters Score -1.496952e+08 nChanged 577
Entering ConstructFrom: 
Score: -149695200.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (8531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Entering Unmasked Estep 
Score: -1046832.437500 Penalty: 2244.762695
	Iteration 0F: 2 clusters Score -1046832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1039997.250000 Penalty: 4489.525391
	Iteration 0F: 3 clusters Score -1039997 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1041953.062500 Penalty: 4489.525391
	Iteration 1F: 3 clusters Score -1041953 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1042530.625000 Penalty: 4489.525391
	Iteration 2F: 3 clusters Score -1042531 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1043172.187500 Penalty: 4489.525391
	Iteration 3F: 3 clusters Score -1043172 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1043769.312500 Penalty: 4489.525391
	Iteration 4F: 3 clusters Score -1043769 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1044233.812500 Penalty: 4489.525391
	Iteration 5F: 3 clusters Score -1044234 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1044556.937500 Penalty: 4489.525391
	Iteration 6F: 3 clusters Score -1044557 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1044814.812500 Penalty: 4489.525391
	Iteration 7Q: 3 clusters Score -1044815 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1045019.875000 Penalty: 4489.525391
	Iteration 8Q: 3 clusters Score -1045020 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1045175.875000 Penalty: 4489.525391
	Iteration 9Q: 3 clusters Score -1045176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1045283.250000 Penalty: 4489.525391
	Iteration 10Q: 3 clusters Score -1045283 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1045352.500000 Penalty: 4489.525391
	Iteration 11Q: 3 clusters Score -1045352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1045407.437500 Penalty: 4489.525391
	Iteration 12Q: 3 clusters Score -1045407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1045445.000000 Penalty: 4489.525391
	Iteration 13Q: 3 clusters Score -1045445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1045479.500000 Penalty: 4489.525391
	Iteration 14Q: 3 clusters Score -1045480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1045512.437500 Penalty: 4489.525391
	Iteration 15Q: 3 clusters Score -1045512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1045533.937500 Penalty: 4489.525391
	Iteration 16Q: 3 clusters Score -1045534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1045555.375000 Penalty: 4489.525391
	Iteration 17Q: 3 clusters Score -1045555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1045575.187500 Penalty: 4489.525391
	Iteration 18Q: 3 clusters Score -1045575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1045591.875000 Penalty: 4489.525391
	Iteration 19Q: 3 clusters Score -1045592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1045602.000000 Penalty: 4489.525391
	Iteration 20F: 3 clusters Score -1045602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1045606.687500 Penalty: 4489.525391
	Iteration 21Q: 3 clusters Score -1045607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1045610.437500 Penalty: 4489.525391
	Iteration 22Q: 3 clusters Score -1045610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1045615.250000 Penalty: 4489.525391
	Iteration 23Q: 3 clusters Score -1045615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1045622.000000 Penalty: 4489.525391
	Iteration 24Q: 3 clusters Score -1045622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1045626.687500 Penalty: 4489.525391
	Iteration 25Q: 3 clusters Score -1045627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1045630.750000 Penalty: 4489.525391
	Iteration 26Q: 3 clusters Score -1045631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1045635.250000 Penalty: 4489.525391
	Iteration 27Q: 3 clusters Score -1045635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1045635.812500 Penalty: 4489.525391
	Iteration 28Q: 3 clusters Score -1045636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1045638.562500 Penalty: 4489.525391
	Iteration 29Q: 3 clusters Score -1045639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1045640.562500 Penalty: 4489.525391
	Iteration 30Q: 3 clusters Score -1045641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1045645.437500 Penalty: 4489.525391
	Iteration 31Q: 3 clusters Score -1045645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1045650.750000 Penalty: 4489.525391
	Iteration 32Q: 3 clusters Score -1045651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1045652.250000 Penalty: 4489.525391
	Iteration 33Q: 3 clusters Score -1045652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1045652.875000 Penalty: 4489.525391
	Iteration 34Q: 3 clusters Score -1045653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1045656.562500 Penalty: 4489.525391
	Iteration 35Q: 3 clusters Score -1045657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1045655.437500 Penalty: 4489.525391
	Iteration 36Q: 3 clusters Score -1045655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1045655.250000 Penalty: 4489.525391
	Iteration 37Q: 3 clusters Score -1045655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1045654.562500 Penalty: 4489.525391
	Iteration 38Q: 3 clusters Score -1045655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1045654.562500 Penalty: 4489.525391
	Iteration 39F: 3 clusters Score -1045655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -56154.808594 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56154.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54672.945312 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54672.95 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54848.566406 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -54848.57 nChanged 28
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: -54909.914062 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -54909.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54939.121094 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -54939.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54956.964844 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -54956.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54967.359375 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -54967.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54977.933594 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -54977.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54985.746094 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -54985.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54996.851562 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -54996.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55001.878906 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -55001.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55004.570312 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -55004.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55008.007812 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -55008.01 nChanged 3
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: -55013.648438 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -55013.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55014.949219 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -55014.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55014.949219 Penalty: 3074.445312
	Iteration 14F: 3 clusters Score -55014.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Entering Unmasked Estep 
Score: -14577756.000000 Penalty: 2886.815674
	Iteration 0F: 2 clusters Score -1.457776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -14501916.000000 Penalty: 5773.631348
	Iteration 0F: 3 clusters Score -1.450192e+07 nChanged 53959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -14532545.000000 Penalty: 5773.631348
	Iteration 1F: 3 clusters Score -1.453254e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -14533342.000000 Penalty: 5773.631348
	Iteration 2Q: 3 clusters Score -1.453334e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -14534431.000000 Penalty: 5773.631348
	Iteration 3Q: 3 clusters Score -1.453443e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -14535918.000000 Penalty: 5773.631348
	Iteration 4Q: 3 clusters Score -1.453592e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -14538328.000000 Penalty: 5773.631348
	Iteration 5Q: 3 clusters Score -1.453833e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -14541994.000000 Penalty: 5773.631348
	Iteration 6Q: 3 clusters Score -1.454199e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -14546784.000000 Penalty: 5773.631348
	Iteration 7F: 3 clusters Score -1.454678e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -14552360.000000 Penalty: 5773.631348
	Iteration 8F: 3 clusters Score -1.455236e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -14557860.000000 Penalty: 5773.631348
	Iteration 9F: 3 clusters Score -1.455786e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -14562586.000000 Penalty: 5773.631348
	Iteration 10F: 3 clusters Score -1.456259e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -14566276.000000 Penalty: 5773.631348
	Iteration 11Q: 3 clusters Score -1.456628e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102938 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -14568980.000000 Penalty: 5773.631348
	Iteration 12Q: 3 clusters Score -1.456898e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105789 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -14570980.000000 Penalty: 5773.631348
	Iteration 13Q: 3 clusters Score -1.457098e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -14572458.000000 Penalty: 5773.631348
	Iteration 14Q: 3 clusters Score -1.457246e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109394 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -14573461.000000 Penalty: 5773.631348
	Iteration 15Q: 3 clusters Score -1.457346e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110355 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -14574075.000000 Penalty: 5773.631348
	Iteration 16Q: 3 clusters Score -1.457408e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -14574478.000000 Penalty: 5773.631348
	Iteration 17Q: 3 clusters Score -1.457448e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111524 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -14574747.000000 Penalty: 5773.631348
	Iteration 18Q: 3 clusters Score -1.457475e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -14574944.000000 Penalty: 5773.631348
	Iteration 19Q: 3 clusters Score -1.457494e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -14575052.000000 Penalty: 5773.631348
	Iteration 20F: 3 clusters Score -1.457505e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112162 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -14575157.000000 Penalty: 5773.631348
	Iteration 21Q: 3 clusters Score -1.457516e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14575216.000000 Penalty: 5773.631348
	Iteration 22Q: 3 clusters Score -1.457522e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14575275.000000 Penalty: 5773.631348
	Iteration 23Q: 3 clusters Score -1.457528e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14575289.000000 Penalty: 5773.631348
	Iteration 24Q: 3 clusters Score -1.457529e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -14575306.000000 Penalty: 5773.631348
	Iteration 25Q: 3 clusters Score -1.457531e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112494 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14575331.000000 Penalty: 5773.631348
	Iteration 26Q: 3 clusters Score -1.457533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14575348.000000 Penalty: 5773.631348
	Iteration 27Q: 3 clusters Score -1.457535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -14575368.000000 Penalty: 5773.631348
	Iteration 28Q: 3 clusters Score -1.457537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14575372.000000 Penalty: 5773.631348
	Iteration 29Q: 3 clusters Score -1.457537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112587 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14575377.000000 Penalty: 5773.631348
	Iteration 30Q: 3 clusters Score -1.457538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14575376.000000 Penalty: 5773.631348
	Iteration 31Q: 3 clusters Score -1.457538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14575409.000000 Penalty: 5773.631348
	Iteration 32Q: 3 clusters Score -1.457541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14575396.000000 Penalty: 5773.631348
	Iteration 33Q: 3 clusters Score -1.45754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -14575389.000000 Penalty: 5773.631348
	Iteration 34Q: 3 clusters Score -1.457539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14575404.000000 Penalty: 5773.631348
	Iteration 35Q: 3 clusters Score -1.45754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112657 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14575403.000000 Penalty: 5773.631348
	Iteration 36Q: 3 clusters Score -1.45754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112665 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14575428.000000 Penalty: 5773.631348
	Iteration 37Q: 3 clusters Score -1.457543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112678 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14575417.000000 Penalty: 5773.631348
	Iteration 38Q: 3 clusters Score -1.457542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14575433.000000 Penalty: 5773.631348
	Iteration 39Q: 3 clusters Score -1.457543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -14575426.000000 Penalty: 5773.631348
	Iteration 40F: 3 clusters Score -1.457543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14575439.000000 Penalty: 5773.631348
	Iteration 41Q: 3 clusters Score -1.457544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -14575441.000000 Penalty: 5773.631348
	Iteration 42Q: 3 clusters Score -1.457544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14575445.000000 Penalty: 5773.631348
	Iteration 43Q: 3 clusters Score -1.457544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14575447.000000 Penalty: 5773.631348
	Iteration 44Q: 3 clusters Score -1.457545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -14575446.000000 Penalty: 5773.631348
	Iteration 45Q: 3 clusters Score -1.457545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14575461.000000 Penalty: 5773.631348
	Iteration 46Q: 3 clusters Score -1.457546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14575461.000000 Penalty: 5773.631348
	Iteration 47F: 3 clusters Score -1.457546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58791.300781 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58791.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59017.656250 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59017.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59240.417969 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59240.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59375.925781 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59375.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59441.511719 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -59441.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59493.242188 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59493.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59558.257812 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59558.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59660.617188 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59660.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59836.734375 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59836.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60102.960938 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60102.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60248.980469 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60248.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60375.722656 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60375.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60557.941406 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60557.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60851.515625 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60851.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60880.500000 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60894.425781 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60894.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60894.425781 Penalty: 3150.039307
	Iteration 16F: 3 clusters Score -60894.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113594 members 
Mstep: Class 4 contains 254 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190168 members 
Mstep: Class 9 contains 163843 members 
Mstep: Class 10 contains 180751 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223242 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 64234 members 
Entering Unmasked Estep 
Score: -149693840.000000 Penalty: 69388.398438
Splitting cluster 4 changes total score from -149695200.000000 to -149693840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 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 260 members 
Entering Unmasked Estep 
Score: -51817.656250 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51817.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52243.742188 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52243.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52500.781250 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52500.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52641.250000 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52641.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52754.992188 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -52754.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52829.671875 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -52829.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52873.871094 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -52873.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52882.996094 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -52883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52888.699219 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -52888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -52888.699219 Penalty: 3111.347168
	Iteration 9F: 3 clusters Score -52888.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -547154.187500 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -547154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -543052.812500 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -543052.8 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -543988.625000 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -543988.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -544155.125000 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -544155.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -544262.000000 Penalty: 4158.749512
	Iteration 3Q: 3 clusters Score -544262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -544354.500000 Penalty: 4158.749512
	Iteration 4Q: 3 clusters Score -544354.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -544430.687500 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -544430.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -544501.625000 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -544501.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -544562.000000 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -544562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -544616.625000 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -544616.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -544649.625000 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -544649.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -544680.875000 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -544680.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -544711.125000 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -544711.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -544754.000000 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -544754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -544796.500000 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -544796.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544833.687500 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -544833.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -544861.312500 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -544861.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -544891.562500 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -544891.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -544920.687500 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -544920.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -544951.312500 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -544951.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -544986.812500 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -544986.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545041.250000 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -545041.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -545140.375000 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -545140.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -545312.687500 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -545312.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -545564.250000 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -545564.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -545958.062500 Penalty: 4158.749512
	Iteration 24Q: 3 clusters Score -545958.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -546401.062500 Penalty: 4158.749512
	Iteration 25F: 3 clusters Score -546401.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -546721.062500 Penalty: 4158.749512
	Iteration 26Q: 3 clusters Score -546721.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -546848.687500 Penalty: 4158.749512
	Iteration 27Q: 3 clusters Score -546848.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -546883.375000 Penalty: 4158.749512
	Iteration 28Q: 3 clusters Score -546883.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -546897.812500 Penalty: 4158.749512
	Iteration 29Q: 3 clusters Score -546897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -546900.625000 Penalty: 4158.749512
	Iteration 30Q: 3 clusters Score -546900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -546900.750000 Penalty: 4158.749512
	Iteration 31Q: 3 clusters Score -546900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -546902.687500 Penalty: 4158.749512
	Iteration 32Q: 3 clusters Score -546902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -546902.687500 Penalty: 4158.749512
	Iteration 33F: 3 clusters Score -546902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Entering Unmasked Estep 
Score: -9655990.000000 Penalty: 2791.114014
	Iteration 0F: 2 clusters Score -9655990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -9604432.000000 Penalty: 5582.228027
	Iteration 0F: 3 clusters Score -9604432 nChanged 36074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -9624648.000000 Penalty: 5582.228027
	Iteration 1F: 3 clusters Score -9624648 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -9625137.000000 Penalty: 5582.228027
	Iteration 2Q: 3 clusters Score -9625137 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -9625642.000000 Penalty: 5582.228027
	Iteration 3Q: 3 clusters Score -9625642 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9625957.000000 Penalty: 5582.228027
	Iteration 4Q: 3 clusters Score -9625957 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -9626269.000000 Penalty: 5582.228027
	Iteration 5Q: 3 clusters Score -9626269 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -9626598.000000 Penalty: 5582.228027
	Iteration 6Q: 3 clusters Score -9626598 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -9626942.000000 Penalty: 5582.228027
	Iteration 7Q: 3 clusters Score -9626942 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -9627435.000000 Penalty: 5582.228027
	Iteration 8Q: 3 clusters Score -9627435 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -9628111.000000 Penalty: 5582.228027
	Iteration 9Q: 3 clusters Score -9628111 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -9629111.000000 Penalty: 5582.228027
	Iteration 10Q: 3 clusters Score -9629111 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -9630764.000000 Penalty: 5582.228027
	Iteration 11Q: 3 clusters Score -9630764 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -9633545.000000 Penalty: 5582.228027
	Iteration 12F: 3 clusters Score -9633545 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -9637398.000000 Penalty: 5582.228027
	Iteration 13F: 3 clusters Score -9637398 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -9641996.000000 Penalty: 5582.228027
	Iteration 14F: 3 clusters Score -9641996 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -9646231.000000 Penalty: 5582.228027
	Iteration 15F: 3 clusters Score -9646231 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9649612.000000 Penalty: 5582.228027
	Iteration 16Q: 3 clusters Score -9649612 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9651699.000000 Penalty: 5582.228027
	Iteration 17Q: 3 clusters Score -9651699 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9652738.000000 Penalty: 5582.228027
	Iteration 18Q: 3 clusters Score -9652738 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9653132.000000 Penalty: 5582.228027
	Iteration 19Q: 3 clusters Score -9653132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9653302.000000 Penalty: 5582.228027
	Iteration 20F: 3 clusters Score -9653302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9653370.000000 Penalty: 5582.228027
	Iteration 21Q: 3 clusters Score -9653370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9653415.000000 Penalty: 5582.228027
	Iteration 22Q: 3 clusters Score -9653415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9653450.000000 Penalty: 5582.228027
	Iteration 23Q: 3 clusters Score -9653450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9653467.000000 Penalty: 5582.228027
	Iteration 24Q: 3 clusters Score -9653467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9653469.000000 Penalty: 5582.228027
	Iteration 25Q: 3 clusters Score -9653469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9653496.000000 Penalty: 5582.228027
	Iteration 26Q: 3 clusters Score -9653496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9653508.000000 Penalty: 5582.228027
	Iteration 27Q: 3 clusters Score -9653508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9653514.000000 Penalty: 5582.228027
	Iteration 28Q: 3 clusters Score -9653514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9653521.000000 Penalty: 5582.228027
	Iteration 29Q: 3 clusters Score -9653521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9653528.000000 Penalty: 5582.228027
	Iteration 30Q: 3 clusters Score -9653528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9653524.000000 Penalty: 5582.228027
	Iteration 31Q: 3 clusters Score -9653524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9653530.000000 Penalty: 5582.228027
	Iteration 32Q: 3 clusters Score -9653530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9653525.000000 Penalty: 5582.228027
	Iteration 33Q: 3 clusters Score -9653525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9653525.000000 Penalty: 5582.228027
	Iteration 34F: 3 clusters Score -9653525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190168 members 
Entering Unmasked Estep 
Score: -24396530.000000 Penalty: 3014.604492
	Iteration 0F: 2 clusters Score -2.439653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -24272192.000000 Penalty: 6029.208984
	Iteration 0F: 3 clusters Score -2.427219e+07 nChanged 91320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -24325656.000000 Penalty: 6029.208984
	Iteration 1F: 3 clusters Score -2.432566e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -24327302.000000 Penalty: 6029.208984
	Iteration 2Q: 3 clusters Score -2.43273e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110745 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -24329728.000000 Penalty: 6029.208984
	Iteration 3Q: 3 clusters Score -2.432973e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -24334260.000000 Penalty: 6029.208984
	Iteration 4F: 3 clusters Score -2.433426e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131789 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -24342454.000000 Penalty: 6029.208984
	Iteration 5F: 3 clusters Score -2.434245e+07 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147421 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -24355682.000000 Penalty: 6029.208984
	Iteration 6F: 3 clusters Score -2.435568e+07 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -24371894.000000 Penalty: 6029.208984
	Iteration 7F: 3 clusters Score -2.437189e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -24384552.000000 Penalty: 6029.208984
	Iteration 8F: 3 clusters Score -2.438455e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184007 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -24390982.000000 Penalty: 6029.208984
	Iteration 9Q: 3 clusters Score -2.439098e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187056 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -24392986.000000 Penalty: 6029.208984
	Iteration 10Q: 3 clusters Score -2.439299e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188250 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -24393668.000000 Penalty: 6029.208984
	Iteration 11Q: 3 clusters Score -2.439367e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188710 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -24393900.000000 Penalty: 6029.208984
	Iteration 12Q: 3 clusters Score -2.43939e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188923 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -24393972.000000 Penalty: 6029.208984
	Iteration 13Q: 3 clusters Score -2.439397e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189023 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -24394076.000000 Penalty: 6029.208984
	Iteration 14Q: 3 clusters Score -2.439408e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189075 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -24394108.000000 Penalty: 6029.208984
	Iteration 15Q: 3 clusters Score -2.439411e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -24394164.000000 Penalty: 6029.208984
	Iteration 16Q: 3 clusters Score -2.439416e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189137 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -24394196.000000 Penalty: 6029.208984
	Iteration 17Q: 3 clusters Score -2.43942e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189154 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -24394232.000000 Penalty: 6029.208984
	Iteration 18Q: 3 clusters Score -2.439423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189169 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -24394248.000000 Penalty: 6029.208984
	Iteration 19Q: 3 clusters Score -2.439425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -24394278.000000 Penalty: 6029.208984
	Iteration 20F: 3 clusters Score -2.439428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -24394284.000000 Penalty: 6029.208984
	Iteration 21Q: 3 clusters Score -2.439428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189217 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -24394306.000000 Penalty: 6029.208984
	Iteration 22Q: 3 clusters Score -2.439431e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -24394318.000000 Penalty: 6029.208984
	Iteration 23Q: 3 clusters Score -2.439432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189225 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24394334.000000 Penalty: 6029.208984
	Iteration 24Q: 3 clusters Score -2.439433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189231 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -24394352.000000 Penalty: 6029.208984
	Iteration 25Q: 3 clusters Score -2.439435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -24394362.000000 Penalty: 6029.208984
	Iteration 26Q: 3 clusters Score -2.439436e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189228 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -24394396.000000 Penalty: 6029.208984
	Iteration 27Q: 3 clusters Score -2.43944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -24394396.000000 Penalty: 6029.208984
	Iteration 28Q: 3 clusters Score -2.43944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189228 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -24394406.000000 Penalty: 6029.208984
	Iteration 29Q: 3 clusters Score -2.439441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24394412.000000 Penalty: 6029.208984
	Iteration 30Q: 3 clusters Score -2.439441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189227 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -24394408.000000 Penalty: 6029.208984
	Iteration 31Q: 3 clusters Score -2.439441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24394406.000000 Penalty: 6029.208984
	Iteration 32Q: 3 clusters Score -2.439441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189224 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -24394402.000000 Penalty: 6029.208984
	Iteration 33Q: 3 clusters Score -2.43944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24394416.000000 Penalty: 6029.208984
	Iteration 34Q: 3 clusters Score -2.439442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24394416.000000 Penalty: 6029.208984
	Iteration 35F: 3 clusters Score -2.439442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Entering Unmasked Estep 
Score: -20993160.000000 Penalty: 2977.652832
	Iteration 0F: 2 clusters Score -2.099316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -20883726.000000 Penalty: 5955.305664
	Iteration 0F: 3 clusters Score -2.088373e+07 nChanged 78375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -20928810.000000 Penalty: 5955.305664
	Iteration 1F: 3 clusters Score -2.092881e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -20929848.000000 Penalty: 5955.305664
	Iteration 2Q: 3 clusters Score -2.092985e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -20930950.000000 Penalty: 5955.305664
	Iteration 3Q: 3 clusters Score -2.093095e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -20932892.000000 Penalty: 5955.305664
	Iteration 4Q: 3 clusters Score -2.093289e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -20935974.000000 Penalty: 5955.305664
	Iteration 5Q: 3 clusters Score -2.093597e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -20940372.000000 Penalty: 5955.305664
	Iteration 6Q: 3 clusters Score -2.094037e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 109406 members 
Entering Unmasked Estep 
Score: -20947064.000000 Penalty: 5955.305664
	Iteration 7F: 3 clusters Score -2.094706e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -20954718.000000 Penalty: 5955.305664
	Iteration 8F: 3 clusters Score -2.095472e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -20963088.000000 Penalty: 5955.305664
	Iteration 9F: 3 clusters Score -2.096309e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -20970506.000000 Penalty: 5955.305664
	Iteration 10F: 3 clusters Score -2.097051e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -20976390.000000 Penalty: 5955.305664
	Iteration 11Q: 3 clusters Score -2.097639e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 148907 members 
Entering Unmasked Estep 
Score: -20980660.000000 Penalty: 5955.305664
	Iteration 12Q: 3 clusters Score -2.098066e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 153384 members 
Entering Unmasked Estep 
Score: -20983938.000000 Penalty: 5955.305664
	Iteration 13Q: 3 clusters Score -2.098394e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 156688 members 
Entering Unmasked Estep 
Score: -20986310.000000 Penalty: 5955.305664
	Iteration 14Q: 3 clusters Score -2.098631e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -20987760.000000 Penalty: 5955.305664
	Iteration 15Q: 3 clusters Score -2.098776e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 160643 members 
Entering Unmasked Estep 
Score: -20988734.000000 Penalty: 5955.305664
	Iteration 16Q: 3 clusters Score -2.098873e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -20989418.000000 Penalty: 5955.305664
	Iteration 17Q: 3 clusters Score -2.098942e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -20989912.000000 Penalty: 5955.305664
	Iteration 18Q: 3 clusters Score -2.098991e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 162645 members 
Entering Unmasked Estep 
Score: -20990176.000000 Penalty: 5955.305664
	Iteration 19Q: 3 clusters Score -2.099018e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -20990326.000000 Penalty: 5955.305664
	Iteration 20F: 3 clusters Score -2.099033e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -20990448.000000 Penalty: 5955.305664
	Iteration 21Q: 3 clusters Score -2.099045e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -20990498.000000 Penalty: 5955.305664
	Iteration 22Q: 3 clusters Score -2.09905e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -20990550.000000 Penalty: 5955.305664
	Iteration 23Q: 3 clusters Score -2.099055e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -20990608.000000 Penalty: 5955.305664
	Iteration 24Q: 3 clusters Score -2.099061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -20990624.000000 Penalty: 5955.305664
	Iteration 25Q: 3 clusters Score -2.099062e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20990638.000000 Penalty: 5955.305664
	Iteration 26Q: 3 clusters Score -2.099064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -20990636.000000 Penalty: 5955.305664
	Iteration 27Q: 3 clusters Score -2.099064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -20990658.000000 Penalty: 5955.305664
	Iteration 28Q: 3 clusters Score -2.099066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -20990662.000000 Penalty: 5955.305664
	Iteration 29Q: 3 clusters Score -2.099066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 163272 members 
Entering Unmasked Estep 
Score: -20990664.000000 Penalty: 5955.305664
	Iteration 30Q: 3 clusters Score -2.099066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -20990688.000000 Penalty: 5955.305664
	Iteration 31Q: 3 clusters Score -2.099069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -20990682.000000 Penalty: 5955.305664
	Iteration 32Q: 3 clusters Score -2.099068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -20990690.000000 Penalty: 5955.305664
	Iteration 33Q: 3 clusters Score -2.099069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -20990690.000000 Penalty: 5955.305664
	Iteration 34Q: 3 clusters Score -2.099069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -20990690.000000 Penalty: 5955.305664
	Iteration 35Q: 3 clusters Score -2.099069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -20990690.000000 Penalty: 5955.305664
	Iteration 36Q: 3 clusters Score -2.099069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -20990694.000000 Penalty: 5955.305664
	Iteration 37Q: 3 clusters Score -2.099069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -20990712.000000 Penalty: 5955.305664
	Iteration 38Q: 3 clusters Score -2.099071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -20990702.000000 Penalty: 5955.305664
	Iteration 39Q: 3 clusters Score -2.09907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -20990702.000000 Penalty: 5955.305664
	Iteration 40F: 3 clusters Score -2.09907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Entering Unmasked Estep 
Score: -23207286.000000 Penalty: 3002.009033
	Iteration 0F: 2 clusters Score -2.320729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -23089294.000000 Penalty: 6004.018066
	Iteration 0F: 3 clusters Score -2.308929e+07 nChanged 86503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -23139580.000000 Penalty: 6004.018066
	Iteration 1F: 3 clusters Score -2.313958e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -23140604.000000 Penalty: 6004.018066
	Iteration 2Q: 3 clusters Score -2.31406e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -23141658.000000 Penalty: 6004.018066
	Iteration 3Q: 3 clusters Score -2.314166e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -23142906.000000 Penalty: 6004.018066
	Iteration 4Q: 3 clusters Score -2.314291e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -23144172.000000 Penalty: 6004.018066
	Iteration 5Q: 3 clusters Score -2.314417e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -23145572.000000 Penalty: 6004.018066
	Iteration 6Q: 3 clusters Score -2.314557e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -23147490.000000 Penalty: 6004.018066
	Iteration 7Q: 3 clusters Score -2.314749e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -23149682.000000 Penalty: 6004.018066
	Iteration 8Q: 3 clusters Score -2.314968e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -23152864.000000 Penalty: 6004.018066
	Iteration 9Q: 3 clusters Score -2.315286e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -23157104.000000 Penalty: 6004.018066
	Iteration 10Q: 3 clusters Score -2.31571e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -23162840.000000 Penalty: 6004.018066
	Iteration 11F: 3 clusters Score -2.316284e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -23169584.000000 Penalty: 6004.018066
	Iteration 12F: 3 clusters Score -2.316958e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -23174616.000000 Penalty: 6004.018066
	Iteration 13F: 3 clusters Score -2.317462e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -23177008.000000 Penalty: 6004.018066
	Iteration 14Q: 3 clusters Score -2.317701e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -23177866.000000 Penalty: 6004.018066
	Iteration 15Q: 3 clusters Score -2.317787e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -23178290.000000 Penalty: 6004.018066
	Iteration 16Q: 3 clusters Score -2.317829e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -23178702.000000 Penalty: 6004.018066
	Iteration 17Q: 3 clusters Score -2.31787e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -23179216.000000 Penalty: 6004.018066
	Iteration 18Q: 3 clusters Score -2.317922e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -23179474.000000 Penalty: 6004.018066
	Iteration 19Q: 3 clusters Score -2.317947e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -23179904.000000 Penalty: 6004.018066
	Iteration 20F: 3 clusters Score -2.31799e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -23180246.000000 Penalty: 6004.018066
	Iteration 21Q: 3 clusters Score -2.318025e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -23180784.000000 Penalty: 6004.018066
	Iteration 22Q: 3 clusters Score -2.318078e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 109408 members 
Entering Unmasked Estep 
Score: -23181224.000000 Penalty: 6004.018066
	Iteration 23Q: 3 clusters Score -2.318122e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 110842 members 
Entering Unmasked Estep 
Score: -23181762.000000 Penalty: 6004.018066
	Iteration 24Q: 3 clusters Score -2.318176e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 112266 members 
Entering Unmasked Estep 
Score: -23182252.000000 Penalty: 6004.018066
	Iteration 25Q: 3 clusters Score -2.318225e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -23182828.000000 Penalty: 6004.018066
	Iteration 26Q: 3 clusters Score -2.318283e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 115412 members 
Entering Unmasked Estep 
Score: -23183444.000000 Penalty: 6004.018066
	Iteration 27Q: 3 clusters Score -2.318344e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -23184064.000000 Penalty: 6004.018066
	Iteration 28Q: 3 clusters Score -2.318406e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 118909 members 
Entering Unmasked Estep 
Score: -23184584.000000 Penalty: 6004.018066
	Iteration 29Q: 3 clusters Score -2.318458e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 120713 members 
Entering Unmasked Estep 
Score: -23185200.000000 Penalty: 6004.018066
	Iteration 30Q: 3 clusters Score -2.31852e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 122671 members 
Entering Unmasked Estep 
Score: -23186006.000000 Penalty: 6004.018066
	Iteration 31Q: 3 clusters Score -2.318601e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 124599 members 
Entering Unmasked Estep 
Score: -23186794.000000 Penalty: 6004.018066
	Iteration 32Q: 3 clusters Score -2.318679e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 126511 members 
Entering Unmasked Estep 
Score: -23187322.000000 Penalty: 6004.018066
	Iteration 33Q: 3 clusters Score -2.318732e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 128434 members 
Entering Unmasked Estep 
Score: -23187990.000000 Penalty: 6004.018066
	Iteration 34Q: 3 clusters Score -2.318799e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -23188656.000000 Penalty: 6004.018066
	Iteration 35Q: 3 clusters Score -2.318866e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -23189292.000000 Penalty: 6004.018066
	Iteration 36Q: 3 clusters Score -2.318929e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -23189868.000000 Penalty: 6004.018066
	Iteration 37Q: 3 clusters Score -2.318987e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -23190498.000000 Penalty: 6004.018066
	Iteration 38Q: 3 clusters Score -2.31905e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 138679 members 
Entering Unmasked Estep 
Score: -23191256.000000 Penalty: 6004.018066
	Iteration 39Q: 3 clusters Score -2.319126e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -23191796.000000 Penalty: 6004.018066
	Iteration 40F: 3 clusters Score -2.31918e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -23192382.000000 Penalty: 6004.018066
	Iteration 41Q: 3 clusters Score -2.319238e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 145220 members 
Entering Unmasked Estep 
Score: -23193148.000000 Penalty: 6004.018066
	Iteration 42Q: 3 clusters Score -2.319315e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 147554 members 
Entering Unmasked Estep 
Score: -23193956.000000 Penalty: 6004.018066
	Iteration 43Q: 3 clusters Score -2.319396e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -23194746.000000 Penalty: 6004.018066
	Iteration 44Q: 3 clusters Score -2.319475e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -23195634.000000 Penalty: 6004.018066
	Iteration 45Q: 3 clusters Score -2.319563e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 154761 members 
Entering Unmasked Estep 
Score: -23196460.000000 Penalty: 6004.018066
	Iteration 46Q: 3 clusters Score -2.319646e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 157091 members 
Entering Unmasked Estep 
Score: -23197274.000000 Penalty: 6004.018066
	Iteration 47Q: 3 clusters Score -2.319727e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -23198166.000000 Penalty: 6004.018066
	Iteration 48Q: 3 clusters Score -2.319817e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -23198986.000000 Penalty: 6004.018066
	Iteration 49Q: 3 clusters Score -2.319899e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 163602 members 
Entering Unmasked Estep 
Score: -23199572.000000 Penalty: 6004.018066
	Iteration 50Q: 3 clusters Score -2.319957e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 165567 members 
Entering Unmasked Estep 
Score: -23200274.000000 Penalty: 6004.018066
	Iteration 51Q: 3 clusters Score -2.320027e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 167412 members 
Entering Unmasked Estep 
Score: -23201008.000000 Penalty: 6004.018066
	Iteration 52Q: 3 clusters Score -2.320101e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -23201520.000000 Penalty: 6004.018066
	Iteration 53Q: 3 clusters Score -2.320152e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -23202022.000000 Penalty: 6004.018066
	Iteration 54Q: 3 clusters Score -2.320202e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 172008 members 
Entering Unmasked Estep 
Score: -23202622.000000 Penalty: 6004.018066
	Iteration 55Q: 3 clusters Score -2.320262e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -23203056.000000 Penalty: 6004.018066
	Iteration 56Q: 3 clusters Score -2.320306e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 174149 members 
Entering Unmasked Estep 
Score: -23203360.000000 Penalty: 6004.018066
	Iteration 57Q: 3 clusters Score -2.320336e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -23203516.000000 Penalty: 6004.018066
	Iteration 58Q: 3 clusters Score -2.320352e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 175679 members 
Entering Unmasked Estep 
Score: -23203780.000000 Penalty: 6004.018066
	Iteration 59Q: 3 clusters Score -2.320378e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -23203904.000000 Penalty: 6004.018066
	Iteration 60F: 3 clusters Score -2.32039e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 176729 members 
Entering Unmasked Estep 
Score: -23204050.000000 Penalty: 6004.018066
	Iteration 61Q: 3 clusters Score -2.320405e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 177161 members 
Entering Unmasked Estep 
Score: -23204144.000000 Penalty: 6004.018066
	Iteration 62Q: 3 clusters Score -2.320414e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -23204282.000000 Penalty: 6004.018066
	Iteration 63Q: 3 clusters Score -2.320428e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -23204410.000000 Penalty: 6004.018066
	Iteration 64Q: 3 clusters Score -2.320441e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 178058 members 
Entering Unmasked Estep 
Score: -23204468.000000 Penalty: 6004.018066
	Iteration 65Q: 3 clusters Score -2.320447e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -23204512.000000 Penalty: 6004.018066
	Iteration 66Q: 3 clusters Score -2.320451e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 178401 members 
Entering Unmasked Estep 
Score: -23204554.000000 Penalty: 6004.018066
	Iteration 67Q: 3 clusters Score -2.320455e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 178532 members 
Entering Unmasked Estep 
Score: -23204590.000000 Penalty: 6004.018066
	Iteration 68Q: 3 clusters Score -2.320459e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 178638 members 
Entering Unmasked Estep 
Score: -23204640.000000 Penalty: 6004.018066
	Iteration 69Q: 3 clusters Score -2.320464e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 178718 members 
Entering Unmasked Estep 
Score: -23204702.000000 Penalty: 6004.018066
	Iteration 70Q: 3 clusters Score -2.32047e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -23204734.000000 Penalty: 6004.018066
	Iteration 71Q: 3 clusters Score -2.320473e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 178844 members 
Entering Unmasked Estep 
Score: -23204740.000000 Penalty: 6004.018066
	Iteration 72Q: 3 clusters Score -2.320474e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 178890 members 
Entering Unmasked Estep 
Score: -23204752.000000 Penalty: 6004.018066
	Iteration 73Q: 3 clusters Score -2.320475e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -23204752.000000 Penalty: 6004.018066
	Iteration 74Q: 3 clusters Score -2.320475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 178970 members 
Entering Unmasked Estep 
Score: -23204754.000000 Penalty: 6004.018066
	Iteration 75Q: 3 clusters Score -2.320475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 179001 members 
Entering Unmasked Estep 
Score: -23204740.000000 Penalty: 6004.018066
	Iteration 76Q: 3 clusters Score -2.320474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 179039 members 
Entering Unmasked Estep 
Score: -23204750.000000 Penalty: 6004.018066
	Iteration 77Q: 3 clusters Score -2.320475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 179070 members 
Entering Unmasked Estep 
Score: -23204762.000000 Penalty: 6004.018066
	Iteration 78Q: 3 clusters Score -2.320476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -23204786.000000 Penalty: 6004.018066
	Iteration 79Q: 3 clusters Score -2.320479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 179125 members 
Entering Unmasked Estep 
Score: -23204798.000000 Penalty: 6004.018066
	Iteration 80F: 3 clusters Score -2.32048e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
Score: -23204790.000000 Penalty: 6004.018066
	Iteration 81Q: 3 clusters Score -2.320479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 179192 members 
Entering Unmasked Estep 
Score: -23204776.000000 Penalty: 6004.018066
	Iteration 82Q: 3 clusters Score -2.320478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -23204774.000000 Penalty: 6004.018066
	Iteration 83Q: 3 clusters Score -2.320477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 179230 members 
Entering Unmasked Estep 
Score: -23204780.000000 Penalty: 6004.018066
	Iteration 84Q: 3 clusters Score -2.320478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 179242 members 
Entering Unmasked Estep 
Score: -23204776.000000 Penalty: 6004.018066
	Iteration 85Q: 3 clusters Score -2.320478e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 179264 members 
Entering Unmasked Estep 
Score: -23204828.000000 Penalty: 6004.018066
	Iteration 86Q: 3 clusters Score -2.320483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 179287 members 
Entering Unmasked Estep 
Score: -23204826.000000 Penalty: 6004.018066
	Iteration 87Q: 3 clusters Score -2.320483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -23204822.000000 Penalty: 6004.018066
	Iteration 88Q: 3 clusters Score -2.320482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 179337 members 
Entering Unmasked Estep 
Score: -23204794.000000 Penalty: 6004.018066
	Iteration 89Q: 3 clusters Score -2.320479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 179358 members 
Entering Unmasked Estep 
Score: -23204794.000000 Penalty: 6004.018066
	Iteration 90Q: 3 clusters Score -2.320479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 179379 members 
Entering Unmasked Estep 
Score: -23204818.000000 Penalty: 6004.018066
	Iteration 91Q: 3 clusters Score -2.320482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 179397 members 
Entering Unmasked Estep 
Score: -23204812.000000 Penalty: 6004.018066
	Iteration 92Q: 3 clusters Score -2.320481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 179418 members 
Entering Unmasked Estep 
Score: -23204818.000000 Penalty: 6004.018066
	Iteration 93Q: 3 clusters Score -2.320482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 179433 members 
Entering Unmasked Estep 
Score: -23204818.000000 Penalty: 6004.018066
	Iteration 94Q: 3 clusters Score -2.320482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 179440 members 
Entering Unmasked Estep 
Score: -23204822.000000 Penalty: 6004.018066
	Iteration 95Q: 3 clusters Score -2.320482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 179453 members 
Entering Unmasked Estep 
Score: -23204826.000000 Penalty: 6004.018066
	Iteration 96Q: 3 clusters Score -2.320483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 179461 members 
Entering Unmasked Estep 
Score: -23204820.000000 Penalty: 6004.018066
	Iteration 97Q: 3 clusters Score -2.320482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 179468 members 
Entering Unmasked Estep 
Score: -23204804.000000 Penalty: 6004.018066
	Iteration 98Q: 3 clusters Score -2.32048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 179478 members 
Entering Unmasked Estep 
Score: -23204810.000000 Penalty: 6004.018066
	Iteration 99Q: 3 clusters Score -2.320481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 179483 members 
Entering Unmasked Estep 
Score: -23204810.000000 Penalty: 6004.018066
	Iteration 100F: 3 clusters Score -2.320481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -23204806.000000 Penalty: 6004.018066
	Iteration 101Q: 3 clusters Score -2.320481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 179497 members 
Entering Unmasked Estep 
Score: -23204820.000000 Penalty: 6004.018066
	Iteration 102Q: 3 clusters Score -2.320482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 179505 members 
Entering Unmasked Estep 
Score: -23204820.000000 Penalty: 6004.018066
	Iteration 103Q: 3 clusters Score -2.320482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 179514 members 
Entering Unmasked Estep 
Score: -23204834.000000 Penalty: 6004.018066
	Iteration 104Q: 3 clusters Score -2.320483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 179522 members 
Entering Unmasked Estep 
Score: -23204840.000000 Penalty: 6004.018066
	Iteration 105Q: 3 clusters Score -2.320484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 179531 members 
Entering Unmasked Estep 
Score: -23204840.000000 Penalty: 6004.018066
	Iteration 106Q: 3 clusters Score -2.320484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 179538 members 
Entering Unmasked Estep 
Score: -23204834.000000 Penalty: 6004.018066
	Iteration 107Q: 3 clusters Score -2.320483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 179542 members 
Entering Unmasked Estep 
Score: -23204832.000000 Penalty: 6004.018066
	Iteration 108Q: 3 clusters Score -2.320483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 179547 members 
Entering Unmasked Estep 
Score: -23204840.000000 Penalty: 6004.018066
	Iteration 109Q: 3 clusters Score -2.320484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 179552 members 
Entering Unmasked Estep 
Score: -23204836.000000 Penalty: 6004.018066
	Iteration 110Q: 3 clusters Score -2.320484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 179557 members 
Entering Unmasked Estep 
Score: -23204842.000000 Penalty: 6004.018066
	Iteration 111Q: 3 clusters Score -2.320484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 179560 members 
Entering Unmasked Estep 
Score: -23204846.000000 Penalty: 6004.018066
	Iteration 112Q: 3 clusters Score -2.320485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 179561 members 
Entering Unmasked Estep 
Score: -23204846.000000 Penalty: 6004.018066
	Iteration 113Q: 3 clusters Score -2.320485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 179562 members 
Entering Unmasked Estep 
Score: -23204854.000000 Penalty: 6004.018066
	Iteration 114Q: 3 clusters Score -2.320485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 179564 members 
Entering Unmasked Estep 
Score: -23204852.000000 Penalty: 6004.018066
	Iteration 115Q: 3 clusters Score -2.320485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 179564 members 
Entering Unmasked Estep 
Score: -23204852.000000 Penalty: 6004.018066
	Iteration 116F: 3 clusters Score -2.320485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33758.171875 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33758.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33850.117188 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33850.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33878.039062 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33878.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33892.898438 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33905.664062 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33905.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33905.664062 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -33905.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78154.039062 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78154.04 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78538.171875 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78538.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78782.976562 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78782.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78983.421875 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -78983.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79232.906250 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -79232.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79545.625000 Penalty: 3281.568359
	Iteration 5F: 3 clusters Score -79545.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79715.015625 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -79715.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79773.242188 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -79773.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -79826.484375 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -79826.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79864.250000 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -79864.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79916.171875 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -79916.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79933.554688 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -79933.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79943.789062 Penalty: 3281.568359
	Iteration 12F: 3 clusters Score -79943.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79998.429688 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -79998.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79998.429688 Penalty: 3281.568359
	Iteration 14F: 3 clusters Score -79998.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113594 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190168 members 
Mstep: Class 9 contains 163843 members 
Mstep: Class 10 contains 180751 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 356 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223242 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 64234 members 
Entering Unmasked Estep 
Score: -149693696.000000 Penalty: 69388.398438
Splitting cluster 12 changes total score from -149695200.000000 to -149693696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64147.648438 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64147.65 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64497.144531 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64497.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64701.648438 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -64701.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64954.824219 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -64954.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65532.664062 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65532.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65750.234375 Penalty: 3214.862061
	Iteration 5F: 3 clusters Score -65750.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65989.195312 Penalty: 3214.862061
	Iteration 6F: 3 clusters Score -65989.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66301.164062 Penalty: 3214.862061
	Iteration 7F: 3 clusters Score -66301.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66487.789062 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66487.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66563.625000 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66563.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66639.664062 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66639.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66754.468750 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -66754.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66785.507812 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66785.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66794.914062 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -66794.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66810.054688 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -66810.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66823.664062 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -66823.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66837.437500 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -66837.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66870.812500 Penalty: 3214.862061
	Iteration 17F: 3 clusters Score -66870.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66992.546875 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -66992.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66996.562500 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -66996.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66998.914062 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -66998.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67001.429688 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -67001.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67001.429688 Penalty: 3214.862061
	Iteration 22F: 3 clusters Score -67001.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113594 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190168 members 
Mstep: Class 9 contains 163843 members 
Mstep: Class 10 contains 180751 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 422 members 
Mstep: Class 14 contains 223242 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 64234 members 
Entering Unmasked Estep 
Score: -149694528.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149695200.000000 to -149694528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (223242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223242 members 
Entering Unmasked Estep 
Score: -28515972.000000 Penalty: 3054.370850
	Iteration 0F: 2 clusters Score -2.851597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -28374240.000000 Penalty: 6108.741699
	Iteration 0F: 3 clusters Score -2.837424e+07 nChanged 107799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -28438552.000000 Penalty: 6108.741699
	Iteration 1F: 3 clusters Score -2.843855e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -28441004.000000 Penalty: 6108.741699
	Iteration 2Q: 3 clusters Score -2.8441e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 108306 members 
Entering Unmasked Estep 
Score: -28445692.000000 Penalty: 6108.741699
	Iteration 3Q: 3 clusters Score -2.844569e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115821 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -28452320.000000 Penalty: 6108.741699
	Iteration 4F: 3 clusters Score -2.845232e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -28461714.000000 Penalty: 6108.741699
	Iteration 5F: 3 clusters Score -2.846171e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114909 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -28472872.000000 Penalty: 6108.741699
	Iteration 6F: 3 clusters Score -2.847287e+07 nChanged 16041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -28484484.000000 Penalty: 6108.741699
	Iteration 7F: 3 clusters Score -2.848448e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 115276 members 
Entering Unmasked Estep 
Score: -28494930.000000 Penalty: 6108.741699
	Iteration 8F: 3 clusters Score -2.849493e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -28501106.000000 Penalty: 6108.741699
	Iteration 9F: 3 clusters Score -2.850111e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 123253 members 
Entering Unmasked Estep 
Score: -28504602.000000 Penalty: 6108.741699
	Iteration 10Q: 3 clusters Score -2.85046e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -28506510.000000 Penalty: 6108.741699
	Iteration 11Q: 3 clusters Score -2.850651e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 129804 members 
Entering Unmasked Estep 
Score: -28507832.000000 Penalty: 6108.741699
	Iteration 12Q: 3 clusters Score -2.850783e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -28509196.000000 Penalty: 6108.741699
	Iteration 13Q: 3 clusters Score -2.85092e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -28510214.000000 Penalty: 6108.741699
	Iteration 14Q: 3 clusters Score -2.851021e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 138410 members 
Entering Unmasked Estep 
Score: -28510974.000000 Penalty: 6108.741699
	Iteration 15Q: 3 clusters Score -2.851097e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
Score: -28511716.000000 Penalty: 6108.741699
	Iteration 16Q: 3 clusters Score -2.851172e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 143664 members 
Entering Unmasked Estep 
Score: -28512412.000000 Penalty: 6108.741699
	Iteration 17Q: 3 clusters Score -2.851241e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 146207 members 
Entering Unmasked Estep 
Score: -28513110.000000 Penalty: 6108.741699
	Iteration 18Q: 3 clusters Score -2.851311e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -28513858.000000 Penalty: 6108.741699
	Iteration 19Q: 3 clusters Score -2.851386e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 151324 members 
Entering Unmasked Estep 
Score: -28514428.000000 Penalty: 6108.741699
	Iteration 20F: 3 clusters Score -2.851443e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -28515138.000000 Penalty: 6108.741699
	Iteration 21Q: 3 clusters Score -2.851514e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -28515696.000000 Penalty: 6108.741699
	Iteration 22Q: 3 clusters Score -2.85157e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 158413 members 
Entering Unmasked Estep 
Score: -28516370.000000 Penalty: 6108.741699
	Iteration 23Q: 3 clusters Score -2.851637e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 160661 members 
Entering Unmasked Estep 
Score: -28516852.000000 Penalty: 6108.741699
	Iteration 24Q: 3 clusters Score -2.851685e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 162871 members 
Entering Unmasked Estep 
Score: -28517268.000000 Penalty: 6108.741699
	Iteration 25Q: 3 clusters Score -2.851727e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 164931 members 
Entering Unmasked Estep 
Score: -28517790.000000 Penalty: 6108.741699
	Iteration 26Q: 3 clusters Score -2.851779e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -28518158.000000 Penalty: 6108.741699
	Iteration 27Q: 3 clusters Score -2.851816e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 168846 members 
Entering Unmasked Estep 
Score: -28518626.000000 Penalty: 6108.741699
	Iteration 28Q: 3 clusters Score -2.851863e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -28518928.000000 Penalty: 6108.741699
	Iteration 29Q: 3 clusters Score -2.851893e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -28519256.000000 Penalty: 6108.741699
	Iteration 30Q: 3 clusters Score -2.851926e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 174199 members 
Entering Unmasked Estep 
Score: -28519592.000000 Penalty: 6108.741699
	Iteration 31Q: 3 clusters Score -2.851959e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 175935 members 
Entering Unmasked Estep 
Score: -28519788.000000 Penalty: 6108.741699
	Iteration 32Q: 3 clusters Score -2.851979e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 177530 members 
Entering Unmasked Estep 
Score: -28519818.000000 Penalty: 6108.741699
	Iteration 33Q: 3 clusters Score -2.851982e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -28520056.000000 Penalty: 6108.741699
	Iteration 34Q: 3 clusters Score -2.852006e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 180632 members 
Entering Unmasked Estep 
Score: -28520156.000000 Penalty: 6108.741699
	Iteration 35Q: 3 clusters Score -2.852016e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 182092 members 
Entering Unmasked Estep 
Score: -28520352.000000 Penalty: 6108.741699
	Iteration 36Q: 3 clusters Score -2.852035e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 183497 members 
Entering Unmasked Estep 
Score: -28520374.000000 Penalty: 6108.741699
	Iteration 37Q: 3 clusters Score -2.852037e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 184807 members 
Entering Unmasked Estep 
Score: -28520554.000000 Penalty: 6108.741699
	Iteration 38Q: 3 clusters Score -2.852055e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 186090 members 
Entering Unmasked Estep 
Score: -28520676.000000 Penalty: 6108.741699
	Iteration 39Q: 3 clusters Score -2.852068e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 187309 members 
Entering Unmasked Estep 
Score: -28520678.000000 Penalty: 6108.741699
	Iteration 40F: 3 clusters Score -2.852068e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 188511 members 
Entering Unmasked Estep 
Score: -28520532.000000 Penalty: 6108.741699
	Iteration 41Q: 3 clusters Score -2.852053e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 189664 members 
Entering Unmasked Estep 
Score: -28520436.000000 Penalty: 6108.741699
	Iteration 42Q: 3 clusters Score -2.852044e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 190809 members 
Entering Unmasked Estep 
Score: -28520540.000000 Penalty: 6108.741699
	Iteration 43Q: 3 clusters Score -2.852054e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 191952 members 
Entering Unmasked Estep 
Score: -28520384.000000 Penalty: 6108.741699
	Iteration 44Q: 3 clusters Score -2.852038e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 193052 members 
Entering Unmasked Estep 
Score: -28520366.000000 Penalty: 6108.741699
	Iteration 45Q: 3 clusters Score -2.852037e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 194106 members 
Entering Unmasked Estep 
Score: -28520368.000000 Penalty: 6108.741699
	Iteration 46Q: 3 clusters Score -2.852037e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 195145 members 
Entering Unmasked Estep 
Score: -28520444.000000 Penalty: 6108.741699
	Iteration 47Q: 3 clusters Score -2.852044e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 196131 members 
Entering Unmasked Estep 
Score: -28520306.000000 Penalty: 6108.741699
	Iteration 48Q: 3 clusters Score -2.852031e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 197000 members 
Entering Unmasked Estep 
Score: -28520192.000000 Penalty: 6108.741699
	Iteration 49Q: 3 clusters Score -2.852019e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 197861 members 
Entering Unmasked Estep 
Score: -28520160.000000 Penalty: 6108.741699
	Iteration 50Q: 3 clusters Score -2.852016e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 198708 members 
Entering Unmasked Estep 
Score: -28520116.000000 Penalty: 6108.741699
	Iteration 51Q: 3 clusters Score -2.852012e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 199488 members 
Entering Unmasked Estep 
Score: -28520000.000000 Penalty: 6108.741699
	Iteration 52Q: 3 clusters Score -2.852e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 200218 members 
Entering Unmasked Estep 
Score: -28520016.000000 Penalty: 6108.741699
	Iteration 53Q: 3 clusters Score -2.852002e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 200921 members 
Entering Unmasked Estep 
Score: -28519964.000000 Penalty: 6108.741699
	Iteration 54Q: 3 clusters Score -2.851996e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 201573 members 
Entering Unmasked Estep 
Score: -28519844.000000 Penalty: 6108.741699
	Iteration 55Q: 3 clusters Score -2.851984e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 202157 members 
Entering Unmasked Estep 
Score: -28519814.000000 Penalty: 6108.741699
	Iteration 56Q: 3 clusters Score -2.851981e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 202728 members 
Entering Unmasked Estep 
Score: -28519696.000000 Penalty: 6108.741699
	Iteration 57Q: 3 clusters Score -2.85197e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 203306 members 
Entering Unmasked Estep 
Score: -28519680.000000 Penalty: 6108.741699
	Iteration 58Q: 3 clusters Score -2.851968e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 203872 members 
Entering Unmasked Estep 
Score: -28519626.000000 Penalty: 6108.741699
	Iteration 59Q: 3 clusters Score -2.851963e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 204399 members 
Entering Unmasked Estep 
Score: -28519432.000000 Penalty: 6108.741699
	Iteration 60F: 3 clusters Score -2.851943e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 204861 members 
Entering Unmasked Estep 
Score: -28519378.000000 Penalty: 6108.741699
	Iteration 61Q: 3 clusters Score -2.851938e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 205319 members 
Entering Unmasked Estep 
Score: -28519364.000000 Penalty: 6108.741699
	Iteration 62Q: 3 clusters Score -2.851936e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 205795 members 
Entering Unmasked Estep 
Score: -28519192.000000 Penalty: 6108.741699
	Iteration 63Q: 3 clusters Score -2.851919e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 206217 members 
Entering Unmasked Estep 
Score: -28519168.000000 Penalty: 6108.741699
	Iteration 64Q: 3 clusters Score -2.851917e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 206616 members 
Entering Unmasked Estep 
Score: -28519196.000000 Penalty: 6108.741699
	Iteration 65Q: 3 clusters Score -2.85192e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 206980 members 
Entering Unmasked Estep 
Score: -28519156.000000 Penalty: 6108.741699
	Iteration 66Q: 3 clusters Score -2.851916e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 207273 members 
Entering Unmasked Estep 
Score: -28519090.000000 Penalty: 6108.741699
	Iteration 67Q: 3 clusters Score -2.851909e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 207557 members 
Entering Unmasked Estep 
Score: -28518984.000000 Penalty: 6108.741699
	Iteration 68Q: 3 clusters Score -2.851898e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 207833 members 
Entering Unmasked Estep 
Score: -28518982.000000 Penalty: 6108.741699
	Iteration 69Q: 3 clusters Score -2.851898e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 208094 members 
Entering Unmasked Estep 
Score: -28518840.000000 Penalty: 6108.741699
	Iteration 70Q: 3 clusters Score -2.851884e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 208369 members 
Entering Unmasked Estep 
Score: -28518840.000000 Penalty: 6108.741699
	Iteration 71Q: 3 clusters Score -2.851884e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 208620 members 
Entering Unmasked Estep 
Score: -28518760.000000 Penalty: 6108.741699
	Iteration 72Q: 3 clusters Score -2.851876e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 208855 members 
Entering Unmasked Estep 
Score: -28518766.000000 Penalty: 6108.741699
	Iteration 73Q: 3 clusters Score -2.851877e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 209077 members 
Entering Unmasked Estep 
Score: -28518690.000000 Penalty: 6108.741699
	Iteration 74Q: 3 clusters Score -2.851869e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 209295 members 
Entering Unmasked Estep 
Score: -28518634.000000 Penalty: 6108.741699
	Iteration 75Q: 3 clusters Score -2.851863e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 209505 members 
Entering Unmasked Estep 
Score: -28518652.000000 Penalty: 6108.741699
	Iteration 76Q: 3 clusters Score -2.851865e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 209701 members 
Entering Unmasked Estep 
Score: -28518606.000000 Penalty: 6108.741699
	Iteration 77Q: 3 clusters Score -2.851861e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 209886 members 
Entering Unmasked Estep 
Score: -28518566.000000 Penalty: 6108.741699
	Iteration 78Q: 3 clusters Score -2.851857e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 210060 members 
Entering Unmasked Estep 
Score: -28518552.000000 Penalty: 6108.741699
	Iteration 79Q: 3 clusters Score -2.851855e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 210246 members 
Entering Unmasked Estep 
Score: -28518420.000000 Penalty: 6108.741699
	Iteration 80F: 3 clusters Score -2.851842e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 210424 members 
Entering Unmasked Estep 
Score: -28518402.000000 Penalty: 6108.741699
	Iteration 81Q: 3 clusters Score -2.85184e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 210614 members 
Entering Unmasked Estep 
Score: -28518350.000000 Penalty: 6108.741699
	Iteration 82Q: 3 clusters Score -2.851835e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 210798 members 
Entering Unmasked Estep 
Score: -28518280.000000 Penalty: 6108.741699
	Iteration 83Q: 3 clusters Score -2.851828e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 210955 members 
Entering Unmasked Estep 
Score: -28518232.000000 Penalty: 6108.741699
	Iteration 84Q: 3 clusters Score -2.851823e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 211089 members 
Entering Unmasked Estep 
Score: -28518228.000000 Penalty: 6108.741699
	Iteration 85Q: 3 clusters Score -2.851823e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 211198 members 
Entering Unmasked Estep 
Score: -28518168.000000 Penalty: 6108.741699
	Iteration 86Q: 3 clusters Score -2.851817e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 211318 members 
Entering Unmasked Estep 
Score: -28518138.000000 Penalty: 6108.741699
	Iteration 87Q: 3 clusters Score -2.851814e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 211441 members 
Entering Unmasked Estep 
Score: -28518048.000000 Penalty: 6108.741699
	Iteration 88Q: 3 clusters Score -2.851805e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -28518014.000000 Penalty: 6108.741699
	Iteration 89Q: 3 clusters Score -2.851801e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 211698 members 
Entering Unmasked Estep 
Score: -28517972.000000 Penalty: 6108.741699
	Iteration 90Q: 3 clusters Score -2.851797e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 211826 members 
Entering Unmasked Estep 
Score: -28517930.000000 Penalty: 6108.741699
	Iteration 91Q: 3 clusters Score -2.851793e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 211949 members 
Entering Unmasked Estep 
Score: -28517924.000000 Penalty: 6108.741699
	Iteration 92Q: 3 clusters Score -2.851792e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 212059 members 
Entering Unmasked Estep 
Score: -28517894.000000 Penalty: 6108.741699
	Iteration 93Q: 3 clusters Score -2.851789e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 212178 members 
Entering Unmasked Estep 
Score: -28517876.000000 Penalty: 6108.741699
	Iteration 94Q: 3 clusters Score -2.851788e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 212275 members 
Entering Unmasked Estep 
Score: -28517858.000000 Penalty: 6108.741699
	Iteration 95Q: 3 clusters Score -2.851786e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 212364 members 
Entering Unmasked Estep 
Score: -28517854.000000 Penalty: 6108.741699
	Iteration 96Q: 3 clusters Score -2.851785e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 212460 members 
Entering Unmasked Estep 
Score: -28517804.000000 Penalty: 6108.741699
	Iteration 97Q: 3 clusters Score -2.85178e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 212558 members 
Entering Unmasked Estep 
Score: -28517760.000000 Penalty: 6108.741699
	Iteration 98Q: 3 clusters Score -2.851776e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 212653 members 
Entering Unmasked Estep 
Score: -28517720.000000 Penalty: 6108.741699
	Iteration 99Q: 3 clusters Score -2.851772e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 212734 members 
Entering Unmasked Estep 
Score: -28517676.000000 Penalty: 6108.741699
	Iteration 100F: 3 clusters Score -2.851768e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -28517660.000000 Penalty: 6108.741699
	Iteration 101Q: 3 clusters Score -2.851766e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 212893 members 
Entering Unmasked Estep 
Score: -28517646.000000 Penalty: 6108.741699
	Iteration 102Q: 3 clusters Score -2.851765e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 212964 members 
Entering Unmasked Estep 
Score: -28517664.000000 Penalty: 6108.741699
	Iteration 103Q: 3 clusters Score -2.851766e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 213048 members 
Entering Unmasked Estep 
Score: -28517658.000000 Penalty: 6108.741699
	Iteration 104Q: 3 clusters Score -2.851766e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 213148 members 
Entering Unmasked Estep 
Score: -28517640.000000 Penalty: 6108.741699
	Iteration 105Q: 3 clusters Score -2.851764e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 213228 members 
Entering Unmasked Estep 
Score: -28517584.000000 Penalty: 6108.741699
	Iteration 106Q: 3 clusters Score -2.851758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 213309 members 
Entering Unmasked Estep 
Score: -28517578.000000 Penalty: 6108.741699
	Iteration 107Q: 3 clusters Score -2.851758e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 213384 members 
Entering Unmasked Estep 
Score: -28517558.000000 Penalty: 6108.741699
	Iteration 108Q: 3 clusters Score -2.851756e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 213459 members 
Entering Unmasked Estep 
Score: -28517520.000000 Penalty: 6108.741699
	Iteration 109Q: 3 clusters Score -2.851752e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 213527 members 
Entering Unmasked Estep 
Score: -28517508.000000 Penalty: 6108.741699
	Iteration 110Q: 3 clusters Score -2.851751e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 213589 members 
Entering Unmasked Estep 
Score: -28517476.000000 Penalty: 6108.741699
	Iteration 111Q: 3 clusters Score -2.851748e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 213642 members 
Entering Unmasked Estep 
Score: -28517486.000000 Penalty: 6108.741699
	Iteration 112Q: 3 clusters Score -2.851749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 213686 members 
Entering Unmasked Estep 
Score: -28517472.000000 Penalty: 6108.741699
	Iteration 113Q: 3 clusters Score -2.851747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 213720 members 
Entering Unmasked Estep 
Score: -28517446.000000 Penalty: 6108.741699
	Iteration 114Q: 3 clusters Score -2.851745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 213757 members 
Entering Unmasked Estep 
Score: -28517444.000000 Penalty: 6108.741699
	Iteration 115Q: 3 clusters Score -2.851744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 213796 members 
Entering Unmasked Estep 
Score: -28517470.000000 Penalty: 6108.741699
	Iteration 116Q: 3 clusters Score -2.851747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 213827 members 
Entering Unmasked Estep 
Score: -28517446.000000 Penalty: 6108.741699
	Iteration 117Q: 3 clusters Score -2.851745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 213865 members 
Entering Unmasked Estep 
Score: -28517420.000000 Penalty: 6108.741699
	Iteration 118Q: 3 clusters Score -2.851742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 213900 members 
Entering Unmasked Estep 
Score: -28517428.000000 Penalty: 6108.741699
	Iteration 119Q: 3 clusters Score -2.851743e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 213934 members 
Entering Unmasked Estep 
Score: -28517416.000000 Penalty: 6108.741699
	Iteration 120F: 3 clusters Score -2.851742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 213969 members 
Entering Unmasked Estep 
Score: -28517392.000000 Penalty: 6108.741699
	Iteration 121Q: 3 clusters Score -2.851739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 214005 members 
Entering Unmasked Estep 
Score: -28517378.000000 Penalty: 6108.741699
	Iteration 122Q: 3 clusters Score -2.851738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 214048 members 
Entering Unmasked Estep 
Score: -28517366.000000 Penalty: 6108.741699
	Iteration 123Q: 3 clusters Score -2.851737e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 214088 members 
Entering Unmasked Estep 
Score: -28517354.000000 Penalty: 6108.741699
	Iteration 124Q: 3 clusters Score -2.851735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 214119 members 
Entering Unmasked Estep 
Score: -28517354.000000 Penalty: 6108.741699
	Iteration 125Q: 3 clusters Score -2.851735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 214147 members 
Entering Unmasked Estep 
Score: -28517370.000000 Penalty: 6108.741699
	Iteration 126Q: 3 clusters Score -2.851737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 214171 members 
Entering Unmasked Estep 
Score: -28517364.000000 Penalty: 6108.741699
	Iteration 127Q: 3 clusters Score -2.851736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 214198 members 
Entering Unmasked Estep 
Score: -28517390.000000 Penalty: 6108.741699
	Iteration 128Q: 3 clusters Score -2.851739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 214224 members 
Entering Unmasked Estep 
Score: -28517374.000000 Penalty: 6108.741699
	Iteration 129Q: 3 clusters Score -2.851737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 214245 members 
Entering Unmasked Estep 
Score: -28517344.000000 Penalty: 6108.741699
	Iteration 130Q: 3 clusters Score -2.851734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 214268 members 
Entering Unmasked Estep 
Score: -28517352.000000 Penalty: 6108.741699
	Iteration 131Q: 3 clusters Score -2.851735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 214291 members 
Entering Unmasked Estep 
Score: -28517338.000000 Penalty: 6108.741699
	Iteration 132Q: 3 clusters Score -2.851734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 214312 members 
Entering Unmasked Estep 
Score: -28517306.000000 Penalty: 6108.741699
	Iteration 133Q: 3 clusters Score -2.851731e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 214334 members 
Entering Unmasked Estep 
Score: -28517308.000000 Penalty: 6108.741699
	Iteration 134Q: 3 clusters Score -2.851731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 214357 members 
Entering Unmasked Estep 
Score: -28517262.000000 Penalty: 6108.741699
	Iteration 135Q: 3 clusters Score -2.851726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 214375 members 
Entering Unmasked Estep 
Score: -28517256.000000 Penalty: 6108.741699
	Iteration 136Q: 3 clusters Score -2.851726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 214399 members 
Entering Unmasked Estep 
Score: -28517248.000000 Penalty: 6108.741699
	Iteration 137Q: 3 clusters Score -2.851725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 214421 members 
Entering Unmasked Estep 
Score: -28517248.000000 Penalty: 6108.741699
	Iteration 138Q: 3 clusters Score -2.851725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 214442 members 
Entering Unmasked Estep 
Score: -28517242.000000 Penalty: 6108.741699
	Iteration 139Q: 3 clusters Score -2.851724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 214462 members 
Entering Unmasked Estep 
Score: -28517226.000000 Penalty: 6108.741699
	Iteration 140F: 3 clusters Score -2.851723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 214484 members 
Entering Unmasked Estep 
Score: -28517218.000000 Penalty: 6108.741699
	Iteration 141Q: 3 clusters Score -2.851722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 214507 members 
Entering Unmasked Estep 
Score: -28517222.000000 Penalty: 6108.741699
	Iteration 142Q: 3 clusters Score -2.851722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 214529 members 
Entering Unmasked Estep 
Score: -28517224.000000 Penalty: 6108.741699
	Iteration 143Q: 3 clusters Score -2.851722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 214547 members 
Entering Unmasked Estep 
Score: -28517192.000000 Penalty: 6108.741699
	Iteration 144Q: 3 clusters Score -2.851719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 214567 members 
Entering Unmasked Estep 
Score: -28517194.000000 Penalty: 6108.741699
	Iteration 145Q: 3 clusters Score -2.851719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 214586 members 
Entering Unmasked Estep 
Score: -28517164.000000 Penalty: 6108.741699
	Iteration 146Q: 3 clusters Score -2.851716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 214607 members 
Entering Unmasked Estep 
Score: -28517196.000000 Penalty: 6108.741699
	Iteration 147Q: 3 clusters Score -2.85172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -28517190.000000 Penalty: 6108.741699
	Iteration 148Q: 3 clusters Score -2.851719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 214638 members 
Entering Unmasked Estep 
Score: -28517178.000000 Penalty: 6108.741699
	Iteration 149Q: 3 clusters Score -2.851718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 214654 members 
Entering Unmasked Estep 
Score: -28517172.000000 Penalty: 6108.741699
	Iteration 150Q: 3 clusters Score -2.851717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 214665 members 
Entering Unmasked Estep 
Score: -28517162.000000 Penalty: 6108.741699
	Iteration 151Q: 3 clusters Score -2.851716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 214682 members 
Entering Unmasked Estep 
Score: -28517146.000000 Penalty: 6108.741699
	Iteration 152Q: 3 clusters Score -2.851715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 214700 members 
Entering Unmasked Estep 
Score: -28517146.000000 Penalty: 6108.741699
	Iteration 153Q: 3 clusters Score -2.851715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 214716 members 
Entering Unmasked Estep 
Score: -28517132.000000 Penalty: 6108.741699
	Iteration 154Q: 3 clusters Score -2.851713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 214745 members 
Entering Unmasked Estep 
Score: -28517120.000000 Penalty: 6108.741699
	Iteration 155Q: 3 clusters Score -2.851712e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 214769 members 
Entering Unmasked Estep 
Score: -28517116.000000 Penalty: 6108.741699
	Iteration 156Q: 3 clusters Score -2.851712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 214790 members 
Entering Unmasked Estep 
Score: -28517120.000000 Penalty: 6108.741699
	Iteration 157Q: 3 clusters Score -2.851712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 214810 members 
Entering Unmasked Estep 
Score: -28517122.000000 Penalty: 6108.741699
	Iteration 158Q: 3 clusters Score -2.851712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -28517128.000000 Penalty: 6108.741699
	Iteration 159Q: 3 clusters Score -2.851713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 214850 members 
Entering Unmasked Estep 
Score: -28517120.000000 Penalty: 6108.741699
	Iteration 160F: 3 clusters Score -2.851712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 214866 members 
Entering Unmasked Estep 
Score: -28517108.000000 Penalty: 6108.741699
	Iteration 161Q: 3 clusters Score -2.851711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 214880 members 
Entering Unmasked Estep 
Score: -28517110.000000 Penalty: 6108.741699
	Iteration 162Q: 3 clusters Score -2.851711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 214894 members 
Entering Unmasked Estep 
Score: -28517090.000000 Penalty: 6108.741699
	Iteration 163Q: 3 clusters Score -2.851709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 214905 members 
Entering Unmasked Estep 
Score: -28517098.000000 Penalty: 6108.741699
	Iteration 164Q: 3 clusters Score -2.85171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 214914 members 
Entering Unmasked Estep 
Score: -28517100.000000 Penalty: 6108.741699
	Iteration 165Q: 3 clusters Score -2.85171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 214918 members 
Entering Unmasked Estep 
Score: -28517108.000000 Penalty: 6108.741699
	Iteration 166Q: 3 clusters Score -2.851711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 214924 members 
Entering Unmasked Estep 
Score: -28517098.000000 Penalty: 6108.741699
	Iteration 167Q: 3 clusters Score -2.85171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 214930 members 
Entering Unmasked Estep 
Score: -28517096.000000 Penalty: 6108.741699
	Iteration 168Q: 3 clusters Score -2.85171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 214936 members 
Entering Unmasked Estep 
Score: -28517068.000000 Penalty: 6108.741699
	Iteration 169Q: 3 clusters Score -2.851707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 214941 members 
Entering Unmasked Estep 
Score: -28517066.000000 Penalty: 6108.741699
	Iteration 170Q: 3 clusters Score -2.851707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 214945 members 
Entering Unmasked Estep 
Score: -28517076.000000 Penalty: 6108.741699
	Iteration 171Q: 3 clusters Score -2.851708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 214950 members 
Entering Unmasked Estep 
Score: -28517076.000000 Penalty: 6108.741699
	Iteration 172Q: 3 clusters Score -2.851708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 214955 members 
Entering Unmasked Estep 
Score: -28517086.000000 Penalty: 6108.741699
	Iteration 173Q: 3 clusters Score -2.851709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 214957 members 
Entering Unmasked Estep 
Score: -28517092.000000 Penalty: 6108.741699
	Iteration 174Q: 3 clusters Score -2.851709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 214959 members 
Entering Unmasked Estep 
Score: -28517080.000000 Penalty: 6108.741699
	Iteration 175Q: 3 clusters Score -2.851708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 214962 members 
Entering Unmasked Estep 
Score: -28517070.000000 Penalty: 6108.741699
	Iteration 176Q: 3 clusters Score -2.851707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 214967 members 
Entering Unmasked Estep 
Score: -28517046.000000 Penalty: 6108.741699
	Iteration 177Q: 3 clusters Score -2.851705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 214973 members 
Entering Unmasked Estep 
Score: -28517074.000000 Penalty: 6108.741699
	Iteration 178Q: 3 clusters Score -2.851707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 214981 members 
Entering Unmasked Estep 
Score: -28517068.000000 Penalty: 6108.741699
	Iteration 179Q: 3 clusters Score -2.851707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 214988 members 
Entering Unmasked Estep 
Score: -28517056.000000 Penalty: 6108.741699
	Iteration 180F: 3 clusters Score -2.851706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 214992 members 
Entering Unmasked Estep 
Score: -28517056.000000 Penalty: 6108.741699
	Iteration 181Q: 3 clusters Score -2.851706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 214999 members 
Entering Unmasked Estep 
Score: -28517050.000000 Penalty: 6108.741699
	Iteration 182Q: 3 clusters Score -2.851705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 215010 members 
Entering Unmasked Estep 
Score: -28517074.000000 Penalty: 6108.741699
	Iteration 183Q: 3 clusters Score -2.851707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 215018 members 
Entering Unmasked Estep 
Score: -28517064.000000 Penalty: 6108.741699
	Iteration 184Q: 3 clusters Score -2.851706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 215027 members 
Entering Unmasked Estep 
Score: -28517074.000000 Penalty: 6108.741699
	Iteration 185Q: 3 clusters Score -2.851707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 215041 members 
Entering Unmasked Estep 
Score: -28517076.000000 Penalty: 6108.741699
	Iteration 186Q: 3 clusters Score -2.851708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -28517072.000000 Penalty: 6108.741699
	Iteration 187Q: 3 clusters Score -2.851707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 215064 members 
Entering Unmasked Estep 
Score: -28517094.000000 Penalty: 6108.741699
	Iteration 188Q: 3 clusters Score -2.851709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 215071 members 
Entering Unmasked Estep 
Score: -28517066.000000 Penalty: 6108.741699
	Iteration 189Q: 3 clusters Score -2.851707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 215081 members 
Entering Unmasked Estep 
Score: -28517078.000000 Penalty: 6108.741699
	Iteration 190Q: 3 clusters Score -2.851708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -28517068.000000 Penalty: 6108.741699
	Iteration 191Q: 3 clusters Score -2.851707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 215097 members 
Entering Unmasked Estep 
Score: -28517062.000000 Penalty: 6108.741699
	Iteration 192Q: 3 clusters Score -2.851706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -28517058.000000 Penalty: 6108.741699
	Iteration 193Q: 3 clusters Score -2.851706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 215110 members 
Entering Unmasked Estep 
Score: -28517048.000000 Penalty: 6108.741699
	Iteration 194Q: 3 clusters Score -2.851705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 215114 members 
Entering Unmasked Estep 
Score: -28517056.000000 Penalty: 6108.741699
	Iteration 195Q: 3 clusters Score -2.851706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -28517062.000000 Penalty: 6108.741699
	Iteration 196Q: 3 clusters Score -2.851706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 215122 members 
Entering Unmasked Estep 
Score: -28517070.000000 Penalty: 6108.741699
	Iteration 197Q: 3 clusters Score -2.851707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 215124 members 
Entering Unmasked Estep 
Score: -28517082.000000 Penalty: 6108.741699
	Iteration 198Q: 3 clusters Score -2.851708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 215128 members 
Entering Unmasked Estep 
Score: -28517070.000000 Penalty: 6108.741699
	Iteration 199Q: 3 clusters Score -2.851707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 215130 members 
Entering Unmasked Estep 
Score: -28517094.000000 Penalty: 6108.741699
	Iteration 200F: 3 clusters Score -2.851709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 215133 members 
Entering Unmasked Estep 
Score: -28517068.000000 Penalty: 6108.741699
	Iteration 201Q: 3 clusters Score -2.851707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 215137 members 
Entering Unmasked Estep 
Score: -28517082.000000 Penalty: 6108.741699
	Iteration 202Q: 3 clusters Score -2.851708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 215144 members 
Entering Unmasked Estep 
Score: -28517054.000000 Penalty: 6108.741699
	Iteration 203Q: 3 clusters Score -2.851705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 215149 members 
Entering Unmasked Estep 
Score: -28517042.000000 Penalty: 6108.741699
	Iteration 204Q: 3 clusters Score -2.851704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 215153 members 
Entering Unmasked Estep 
Score: -28517024.000000 Penalty: 6108.741699
	Iteration 205Q: 3 clusters Score -2.851702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 215156 members 
Entering Unmasked Estep 
Score: -28517010.000000 Penalty: 6108.741699
	Iteration 206Q: 3 clusters Score -2.851701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -28517030.000000 Penalty: 6108.741699
	Iteration 207Q: 3 clusters Score -2.851703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -28517030.000000 Penalty: 6108.741699
	Iteration 208F: 3 clusters Score -2.851703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113594 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190168 members 
Mstep: Class 9 contains 163843 members 
Mstep: Class 10 contains 180751 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 215159 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 64234 members 
Entering Unmasked Estep 
Score: -149695152.000000 Penalty: 69388.398438
Splitting cluster 14 changes total score from -149695200.000000 to -149695152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (96092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Entering Unmasked Estep 
Score: -12428165.000000 Penalty: 2845.319336
	Iteration 0F: 2 clusters Score -1.242816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -12364005.000000 Penalty: 5690.638672
	Iteration 0F: 3 clusters Score -1.2364e+07 nChanged 45480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -12389452.000000 Penalty: 5690.638672
	Iteration 1F: 3 clusters Score -1.238945e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -12390108.000000 Penalty: 5690.638672
	Iteration 2Q: 3 clusters Score -1.239011e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -12390639.000000 Penalty: 5690.638672
	Iteration 3Q: 3 clusters Score -1.239064e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -12391353.000000 Penalty: 5690.638672
	Iteration 4Q: 3 clusters Score -1.239135e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -12392029.000000 Penalty: 5690.638672
	Iteration 5Q: 3 clusters Score -1.239203e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -12393146.000000 Penalty: 5690.638672
	Iteration 6Q: 3 clusters Score -1.239315e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -12394949.000000 Penalty: 5690.638672
	Iteration 7Q: 3 clusters Score -1.239495e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -12397808.000000 Penalty: 5690.638672
	Iteration 8Q: 3 clusters Score -1.239781e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -12401871.000000 Penalty: 5690.638672
	Iteration 9F: 3 clusters Score -1.240187e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -12406499.000000 Penalty: 5690.638672
	Iteration 10F: 3 clusters Score -1.24065e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -12410883.000000 Penalty: 5690.638672
	Iteration 11F: 3 clusters Score -1.241088e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -12414205.000000 Penalty: 5690.638672
	Iteration 12Q: 3 clusters Score -1.24142e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -12416200.000000 Penalty: 5690.638672
	Iteration 13Q: 3 clusters Score -1.24162e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -12417315.000000 Penalty: 5690.638672
	Iteration 14Q: 3 clusters Score -1.241732e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -12418043.000000 Penalty: 5690.638672
	Iteration 15Q: 3 clusters Score -1.241804e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -12418775.000000 Penalty: 5690.638672
	Iteration 16Q: 3 clusters Score -1.241878e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -12419298.000000 Penalty: 5690.638672
	Iteration 17Q: 3 clusters Score -1.24193e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 81004 members 
Entering Unmasked Estep 
Score: -12419855.000000 Penalty: 5690.638672
	Iteration 18Q: 3 clusters Score -1.241986e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -12420324.000000 Penalty: 5690.638672
	Iteration 19Q: 3 clusters Score -1.242032e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -12420869.000000 Penalty: 5690.638672
	Iteration 20F: 3 clusters Score -1.242087e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -12421389.000000 Penalty: 5690.638672
	Iteration 21Q: 3 clusters Score -1.242139e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -12421956.000000 Penalty: 5690.638672
	Iteration 22Q: 3 clusters Score -1.242196e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -12422444.000000 Penalty: 5690.638672
	Iteration 23Q: 3 clusters Score -1.242244e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -12422883.000000 Penalty: 5690.638672
	Iteration 24Q: 3 clusters Score -1.242288e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -12423304.000000 Penalty: 5690.638672
	Iteration 25Q: 3 clusters Score -1.24233e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 89494 members 
Entering Unmasked Estep 
Score: -12423635.000000 Penalty: 5690.638672
	Iteration 26Q: 3 clusters Score -1.242364e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -12423938.000000 Penalty: 5690.638672
	Iteration 27Q: 3 clusters Score -1.242394e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -12424168.000000 Penalty: 5690.638672
	Iteration 28Q: 3 clusters Score -1.242417e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 91486 members 
Entering Unmasked Estep 
Score: -12424416.000000 Penalty: 5690.638672
	Iteration 29Q: 3 clusters Score -1.242442e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -12424567.000000 Penalty: 5690.638672
	Iteration 30Q: 3 clusters Score -1.242457e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -12424703.000000 Penalty: 5690.638672
	Iteration 31Q: 3 clusters Score -1.24247e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -12424872.000000 Penalty: 5690.638672
	Iteration 32Q: 3 clusters Score -1.242487e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -12425014.000000 Penalty: 5690.638672
	Iteration 33Q: 3 clusters Score -1.242501e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -12425141.000000 Penalty: 5690.638672
	Iteration 34Q: 3 clusters Score -1.242514e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -12425212.000000 Penalty: 5690.638672
	Iteration 35Q: 3 clusters Score -1.242521e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -12425276.000000 Penalty: 5690.638672
	Iteration 36Q: 3 clusters Score -1.242528e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -12425327.000000 Penalty: 5690.638672
	Iteration 37Q: 3 clusters Score -1.242533e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -12425369.000000 Penalty: 5690.638672
	Iteration 38Q: 3 clusters Score -1.242537e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -12425423.000000 Penalty: 5690.638672
	Iteration 39Q: 3 clusters Score -1.242542e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -12425465.000000 Penalty: 5690.638672
	Iteration 40F: 3 clusters Score -1.242546e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -12425494.000000 Penalty: 5690.638672
	Iteration 41Q: 3 clusters Score -1.242549e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -12425514.000000 Penalty: 5690.638672
	Iteration 42Q: 3 clusters Score -1.242551e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 94570 members 
Entering Unmasked Estep 
Score: -12425530.000000 Penalty: 5690.638672
	Iteration 43Q: 3 clusters Score -1.242553e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -12425569.000000 Penalty: 5690.638672
	Iteration 44Q: 3 clusters Score -1.242557e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -12425599.000000 Penalty: 5690.638672
	Iteration 45Q: 3 clusters Score -1.24256e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -12425648.000000 Penalty: 5690.638672
	Iteration 46Q: 3 clusters Score -1.242565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -12425661.000000 Penalty: 5690.638672
	Iteration 47Q: 3 clusters Score -1.242566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -12425686.000000 Penalty: 5690.638672
	Iteration 48Q: 3 clusters Score -1.242569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -12425689.000000 Penalty: 5690.638672
	Iteration 49Q: 3 clusters Score -1.242569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 94856 members 
Entering Unmasked Estep 
Score: -12425716.000000 Penalty: 5690.638672
	Iteration 50Q: 3 clusters Score -1.242572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -12425746.000000 Penalty: 5690.638672
	Iteration 51Q: 3 clusters Score -1.242575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -12425756.000000 Penalty: 5690.638672
	Iteration 52Q: 3 clusters Score -1.242576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -12425763.000000 Penalty: 5690.638672
	Iteration 53Q: 3 clusters Score -1.242576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 94964 members 
Entering Unmasked Estep 
Score: -12425767.000000 Penalty: 5690.638672
	Iteration 54Q: 3 clusters Score -1.242577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -12425758.000000 Penalty: 5690.638672
	Iteration 55Q: 3 clusters Score -1.242576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -12425769.000000 Penalty: 5690.638672
	Iteration 56Q: 3 clusters Score -1.242577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -12425768.000000 Penalty: 5690.638672
	Iteration 57Q: 3 clusters Score -1.242577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -12425777.000000 Penalty: 5690.638672
	Iteration 58Q: 3 clusters Score -1.242578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -12425797.000000 Penalty: 5690.638672
	Iteration 59Q: 3 clusters Score -1.24258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -12425807.000000 Penalty: 5690.638672
	Iteration 60F: 3 clusters Score -1.242581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -12425814.000000 Penalty: 5690.638672
	Iteration 61Q: 3 clusters Score -1.242581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12425816.000000 Penalty: 5690.638672
	Iteration 62Q: 3 clusters Score -1.242582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -12425815.000000 Penalty: 5690.638672
	Iteration 63Q: 3 clusters Score -1.242582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -12425818.000000 Penalty: 5690.638672
	Iteration 64Q: 3 clusters Score -1.242582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -12425820.000000 Penalty: 5690.638672
	Iteration 65Q: 3 clusters Score -1.242582e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -12425843.000000 Penalty: 5690.638672
	Iteration 66Q: 3 clusters Score -1.242584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 95149 members 
Entering Unmasked Estep 
Score: -12425845.000000 Penalty: 5690.638672
	Iteration 67Q: 3 clusters Score -1.242584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -12425859.000000 Penalty: 5690.638672
	Iteration 68Q: 3 clusters Score -1.242586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -12425860.000000 Penalty: 5690.638672
	Iteration 69Q: 3 clusters Score -1.242586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 95176 members 
Entering Unmasked Estep 
Score: -12425861.000000 Penalty: 5690.638672
	Iteration 70Q: 3 clusters Score -1.242586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -12425864.000000 Penalty: 5690.638672
	Iteration 71Q: 3 clusters Score -1.242586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -12425881.000000 Penalty: 5690.638672
	Iteration 72Q: 3 clusters Score -1.242588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -12425884.000000 Penalty: 5690.638672
	Iteration 73Q: 3 clusters Score -1.242588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -12425883.000000 Penalty: 5690.638672
	Iteration 74Q: 3 clusters Score -1.242588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -12425883.000000 Penalty: 5690.638672
	Iteration 75F: 3 clusters Score -1.242588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Entering Unmasked Estep 
Score: -4015200.000000 Penalty: 2560.426514
	Iteration 0F: 2 clusters Score -4015200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3994243.250000 Penalty: 5120.853027
	Iteration 0F: 3 clusters Score -3994243 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4001775.000000 Penalty: 5120.853027
	Iteration 1F: 3 clusters Score -4001775 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4002235.000000 Penalty: 5120.853027
	Iteration 2Q: 3 clusters Score -4002235 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4002627.500000 Penalty: 5120.853027
	Iteration 3Q: 3 clusters Score -4002628 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4003025.250000 Penalty: 5120.853027
	Iteration 4Q: 3 clusters Score -4003025 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4003516.750000 Penalty: 5120.853027
	Iteration 5Q: 3 clusters Score -4003517 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4004164.250000 Penalty: 5120.853027
	Iteration 6Q: 3 clusters Score -4004164 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4005170.000000 Penalty: 5120.853027
	Iteration 7F: 3 clusters Score -4005170 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4006593.000000 Penalty: 5120.853027
	Iteration 8F: 3 clusters Score -4006593 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4008393.250000 Penalty: 5120.853027
	Iteration 9F: 3 clusters Score -4008393 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4010155.000000 Penalty: 5120.853027
	Iteration 10F: 3 clusters Score -4010155 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4011432.750000 Penalty: 5120.853027
	Iteration 11Q: 3 clusters Score -4011433 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4012130.750000 Penalty: 5120.853027
	Iteration 12Q: 3 clusters Score -4012131 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4012493.750000 Penalty: 5120.853027
	Iteration 13Q: 3 clusters Score -4012494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4012725.750000 Penalty: 5120.853027
	Iteration 14Q: 3 clusters Score -4012726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4012838.500000 Penalty: 5120.853027
	Iteration 15Q: 3 clusters Score -4012838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4012904.500000 Penalty: 5120.853027
	Iteration 16Q: 3 clusters Score -4012904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4012942.500000 Penalty: 5120.853027
	Iteration 17Q: 3 clusters Score -4012942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4012973.500000 Penalty: 5120.853027
	Iteration 18Q: 3 clusters Score -4012974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4012988.500000 Penalty: 5120.853027
	Iteration 19Q: 3 clusters Score -4012988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4012998.250000 Penalty: 5120.853027
	Iteration 20F: 3 clusters Score -4012998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4012998.250000 Penalty: 5120.853027
	Iteration 21Q: 3 clusters Score -4012998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4013002.500000 Penalty: 5120.853027
	Iteration 22Q: 3 clusters Score -4013002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4013004.500000 Penalty: 5120.853027
	Iteration 23Q: 3 clusters Score -4013004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4013007.250000 Penalty: 5120.853027
	Iteration 24Q: 3 clusters Score -4013007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4013009.000000 Penalty: 5120.853027
	Iteration 25Q: 3 clusters Score -4013009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4013009.000000 Penalty: 5120.853027
	Iteration 26F: 3 clusters Score -4013009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -239964.718750 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -239964.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -237336.437500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -237336.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -237788.437500 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -237788.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237906.890625 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -237906.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237959.921875 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -237959.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -238000.468750 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -238000.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -238028.515625 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -238028.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -238057.531250 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -238057.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -238088.328125 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -238088.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -238114.109375 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -238114.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -238138.812500 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -238138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -238161.234375 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -238161.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -238179.609375 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -238179.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -238192.515625 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -238192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -238204.015625 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -238204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -238217.656250 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -238217.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -238229.781250 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -238229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -238235.531250 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -238235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -238244.078125 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -238244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -238249.140625 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -238249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -238249.781250 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -238249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -238251.156250 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -238251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -238251.468750 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -238251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -238251.968750 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -238252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -238251.968750 Penalty: 3773.507568
	Iteration 23F: 3 clusters Score -238252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Entering Unmasked Estep 
Score: -4104384.750000 Penalty: 2572.416504
	Iteration 0F: 2 clusters Score -4104385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4082473.000000 Penalty: 5144.833008
	Iteration 0F: 3 clusters Score -4082473 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4090400.750000 Penalty: 5144.833008
	Iteration 1F: 3 clusters Score -4090401 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4090783.500000 Penalty: 5144.833008
	Iteration 2Q: 3 clusters Score -4090784 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4091076.500000 Penalty: 5144.833008
	Iteration 3Q: 3 clusters Score -4091076 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4091319.500000 Penalty: 5144.833008
	Iteration 4Q: 3 clusters Score -4091320 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4091508.000000 Penalty: 5144.833008
	Iteration 5Q: 3 clusters Score -4091508 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4091754.750000 Penalty: 5144.833008
	Iteration 6Q: 3 clusters Score -4091755 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4092041.000000 Penalty: 5144.833008
	Iteration 7Q: 3 clusters Score -4092041 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4092459.250000 Penalty: 5144.833008
	Iteration 8Q: 3 clusters Score -4092459 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4093107.250000 Penalty: 5144.833008
	Iteration 9Q: 3 clusters Score -4093107 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -4094081.000000 Penalty: 5144.833008
	Iteration 10F: 3 clusters Score -4094081 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4095504.500000 Penalty: 5144.833008
	Iteration 11F: 3 clusters Score -4095504 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4097330.250000 Penalty: 5144.833008
	Iteration 12F: 3 clusters Score -4097330 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -4099205.500000 Penalty: 5144.833008
	Iteration 13F: 3 clusters Score -4099206 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4100593.750000 Penalty: 5144.833008
	Iteration 14Q: 3 clusters Score -4100594 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4101420.750000 Penalty: 5144.833008
	Iteration 15Q: 3 clusters Score -4101421 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4101790.750000 Penalty: 5144.833008
	Iteration 16Q: 3 clusters Score -4101791 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4101943.500000 Penalty: 5144.833008
	Iteration 17Q: 3 clusters Score -4101944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4102012.000000 Penalty: 5144.833008
	Iteration 18Q: 3 clusters Score -4102012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4102062.750000 Penalty: 5144.833008
	Iteration 19Q: 3 clusters Score -4102063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4102093.500000 Penalty: 5144.833008
	Iteration 20F: 3 clusters Score -4102094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4102108.500000 Penalty: 5144.833008
	Iteration 21Q: 3 clusters Score -4102108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4102114.750000 Penalty: 5144.833008
	Iteration 22Q: 3 clusters Score -4102115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4102121.750000 Penalty: 5144.833008
	Iteration 23Q: 3 clusters Score -4102122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4102124.500000 Penalty: 5144.833008
	Iteration 24Q: 3 clusters Score -4102124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4102124.750000 Penalty: 5144.833008
	Iteration 25Q: 3 clusters Score -4102125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4102126.500000 Penalty: 5144.833008
	Iteration 26Q: 3 clusters Score -4102126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4102126.500000 Penalty: 5144.833008
	Iteration 27F: 3 clusters Score -4102126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Entering Unmasked Estep 
Score: -8316680.000000 Penalty: 2745.431396
	Iteration 0F: 2 clusters Score -8316680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -8273582.500000 Penalty: 5490.862793
	Iteration 0F: 3 clusters Score -8273582 nChanged 29873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8290164.000000 Penalty: 5490.862793
	Iteration 1F: 3 clusters Score -8290164 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -8290686.000000 Penalty: 5490.862793
	Iteration 2Q: 3 clusters Score -8290686 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -8291119.500000 Penalty: 5490.862793
	Iteration 3Q: 3 clusters Score -8291120 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -8291583.500000 Penalty: 5490.862793
	Iteration 4Q: 3 clusters Score -8291584 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -8292041.000000 Penalty: 5490.862793
	Iteration 5Q: 3 clusters Score -8292041 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8292545.000000 Penalty: 5490.862793
	Iteration 6Q: 3 clusters Score -8292545 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -8293055.000000 Penalty: 5490.862793
	Iteration 7Q: 3 clusters Score -8293055 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -8293764.500000 Penalty: 5490.862793
	Iteration 8Q: 3 clusters Score -8293764 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -8294638.000000 Penalty: 5490.862793
	Iteration 9Q: 3 clusters Score -8294638 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -8295753.000000 Penalty: 5490.862793
	Iteration 10Q: 3 clusters Score -8295753 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -8297349.500000 Penalty: 5490.862793
	Iteration 11Q: 3 clusters Score -8297350 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -8299802.500000 Penalty: 5490.862793
	Iteration 12F: 3 clusters Score -8299802 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -8302995.000000 Penalty: 5490.862793
	Iteration 13F: 3 clusters Score -8302995 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8305793.500000 Penalty: 5490.862793
	Iteration 14F: 3 clusters Score -8305794 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -8307466.500000 Penalty: 5490.862793
	Iteration 15Q: 3 clusters Score -8307466 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -8308220.500000 Penalty: 5490.862793
	Iteration 16Q: 3 clusters Score -8308220 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -8308767.500000 Penalty: 5490.862793
	Iteration 17Q: 3 clusters Score -8308768 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -8309172.000000 Penalty: 5490.862793
	Iteration 18Q: 3 clusters Score -8309172 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -8309585.500000 Penalty: 5490.862793
	Iteration 19Q: 3 clusters Score -8309586 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -8309948.000000 Penalty: 5490.862793
	Iteration 20F: 3 clusters Score -8309948 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -8310255.000000 Penalty: 5490.862793
	Iteration 21Q: 3 clusters Score -8310255 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8310655.500000 Penalty: 5490.862793
	Iteration 22Q: 3 clusters Score -8310656 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -8311057.500000 Penalty: 5490.862793
	Iteration 23Q: 3 clusters Score -8311058 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -8311395.500000 Penalty: 5490.862793
	Iteration 24Q: 3 clusters Score -8311396 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8311739.000000 Penalty: 5490.862793
	Iteration 25Q: 3 clusters Score -8311739 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -8311982.000000 Penalty: 5490.862793
	Iteration 26Q: 3 clusters Score -8311982 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -8312254.000000 Penalty: 5490.862793
	Iteration 27Q: 3 clusters Score -8312254 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -8312488.000000 Penalty: 5490.862793
	Iteration 28Q: 3 clusters Score -8312488 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -8312720.500000 Penalty: 5490.862793
	Iteration 29Q: 3 clusters Score -8312720 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -8312929.500000 Penalty: 5490.862793
	Iteration 30Q: 3 clusters Score -8312930 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8313105.500000 Penalty: 5490.862793
	Iteration 31Q: 3 clusters Score -8313106 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -8313236.500000 Penalty: 5490.862793
	Iteration 32Q: 3 clusters Score -8313236 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8313361.000000 Penalty: 5490.862793
	Iteration 33Q: 3 clusters Score -8313361 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8313492.000000 Penalty: 5490.862793
	Iteration 34Q: 3 clusters Score -8313492 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8313616.500000 Penalty: 5490.862793
	Iteration 35Q: 3 clusters Score -8313616 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -8313714.500000 Penalty: 5490.862793
	Iteration 36Q: 3 clusters Score -8313714 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -8313804.500000 Penalty: 5490.862793
	Iteration 37Q: 3 clusters Score -8313804 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8313886.500000 Penalty: 5490.862793
	Iteration 38Q: 3 clusters Score -8313886 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8313985.500000 Penalty: 5490.862793
	Iteration 39Q: 3 clusters Score -8313986 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8314040.000000 Penalty: 5490.862793
	Iteration 40F: 3 clusters Score -8314040 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8314127.500000 Penalty: 5490.862793
	Iteration 41Q: 3 clusters Score -8314128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8314218.000000 Penalty: 5490.862793
	Iteration 42Q: 3 clusters Score -8314218 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8314299.500000 Penalty: 5490.862793
	Iteration 43Q: 3 clusters Score -8314300 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8314335.500000 Penalty: 5490.862793
	Iteration 44Q: 3 clusters Score -8314336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8314401.500000 Penalty: 5490.862793
	Iteration 45Q: 3 clusters Score -8314402 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8314436.000000 Penalty: 5490.862793
	Iteration 46Q: 3 clusters Score -8314436 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8314476.000000 Penalty: 5490.862793
	Iteration 47Q: 3 clusters Score -8314476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8314520.000000 Penalty: 5490.862793
	Iteration 48Q: 3 clusters Score -8314520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8314554.500000 Penalty: 5490.862793
	Iteration 49Q: 3 clusters Score -8314554 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8314589.000000 Penalty: 5490.862793
	Iteration 50Q: 3 clusters Score -8314589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8314608.000000 Penalty: 5490.862793
	Iteration 51Q: 3 clusters Score -8314608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8314631.500000 Penalty: 5490.862793
	Iteration 52Q: 3 clusters Score -8314632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8314648.000000 Penalty: 5490.862793
	Iteration 53Q: 3 clusters Score -8314648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8314664.000000 Penalty: 5490.862793
	Iteration 54Q: 3 clusters Score -8314664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8314665.500000 Penalty: 5490.862793
	Iteration 55Q: 3 clusters Score -8314666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8314677.000000 Penalty: 5490.862793
	Iteration 56Q: 3 clusters Score -8314677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8314670.500000 Penalty: 5490.862793
	Iteration 57Q: 3 clusters Score -8314670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8314672.000000 Penalty: 5490.862793
	Iteration 58Q: 3 clusters Score -8314672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8314673.500000 Penalty: 5490.862793
	Iteration 59Q: 3 clusters Score -8314674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8314679.000000 Penalty: 5490.862793
	Iteration 60F: 3 clusters Score -8314679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8314687.500000 Penalty: 5490.862793
	Iteration 61Q: 3 clusters Score -8314688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8314688.000000 Penalty: 5490.862793
	Iteration 62Q: 3 clusters Score -8314688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8314703.500000 Penalty: 5490.862793
	Iteration 63Q: 3 clusters Score -8314704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8314693.500000 Penalty: 5490.862793
	Iteration 64Q: 3 clusters Score -8314694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8314709.000000 Penalty: 5490.862793
	Iteration 65Q: 3 clusters Score -8314709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8314722.500000 Penalty: 5490.862793
	Iteration 66Q: 3 clusters Score -8314722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8314710.000000 Penalty: 5490.862793
	Iteration 67Q: 3 clusters Score -8314710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8314727.500000 Penalty: 5490.862793
	Iteration 68Q: 3 clusters Score -8314728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8314734.500000 Penalty: 5490.862793
	Iteration 69Q: 3 clusters Score -8314734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8314728.500000 Penalty: 5490.862793
	Iteration 70Q: 3 clusters Score -8314728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8314732.500000 Penalty: 5490.862793
	Iteration 71Q: 3 clusters Score -8314732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8314748.500000 Penalty: 5490.862793
	Iteration 72Q: 3 clusters Score -8314748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8314759.500000 Penalty: 5490.862793
	Iteration 73Q: 3 clusters Score -8314760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8314759.500000 Penalty: 5490.862793
	Iteration 74Q: 3 clusters Score -8314760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62105 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8314756.000000 Penalty: 5490.862793
	Iteration 75Q: 3 clusters Score -8314756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8314751.500000 Penalty: 5490.862793
	Iteration 76Q: 3 clusters Score -8314752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8314753.000000 Penalty: 5490.862793
	Iteration 77Q: 3 clusters Score -8314753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8314758.000000 Penalty: 5490.862793
	Iteration 78Q: 3 clusters Score -8314758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8314767.000000 Penalty: 5490.862793
	Iteration 79Q: 3 clusters Score -8314767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8314759.000000 Penalty: 5490.862793
	Iteration 80F: 3 clusters Score -8314759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8314760.500000 Penalty: 5490.862793
	Iteration 81Q: 3 clusters Score -8314760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8314762.000000 Penalty: 5490.862793
	Iteration 82Q: 3 clusters Score -8314762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8314755.500000 Penalty: 5490.862793
	Iteration 83Q: 3 clusters Score -8314756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62159 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8314756.500000 Penalty: 5490.862793
	Iteration 84Q: 3 clusters Score -8314756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8314759.000000 Penalty: 5490.862793
	Iteration 85Q: 3 clusters Score -8314759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8314757.000000 Penalty: 5490.862793
	Iteration 86Q: 3 clusters Score -8314757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8314758.000000 Penalty: 5490.862793
	Iteration 87Q: 3 clusters Score -8314758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8314754.500000 Penalty: 5490.862793
	Iteration 88Q: 3 clusters Score -8314754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8314757.500000 Penalty: 5490.862793
	Iteration 89Q: 3 clusters Score -8314758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8314757.500000 Penalty: 5490.862793
	Iteration 90Q: 3 clusters Score -8314758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8314754.500000 Penalty: 5490.862793
	Iteration 91Q: 3 clusters Score -8314754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8314754.500000 Penalty: 5490.862793
	Iteration 92F: 3 clusters Score -8314754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113594 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190168 members 
Mstep: Class 9 contains 163843 members 
Mstep: Class 10 contains 180751 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223242 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30464 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 64234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695248.000000 Penalty: 65918.976562
Iteration 279Q: 20 clusters Score -1.496952e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113586 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77223 members 
Mstep: Class 8 contains 190141 members 
Mstep: Class 9 contains 163835 members 
Mstep: Class 10 contains 180757 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223251 members 
Mstep: Class 18 contains 96097 members 
Mstep: Class 19 contains 30463 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 31994 members 
Mstep: Class 22 contains 64239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695248.000000 Penalty: 65918.976562
Iteration 280F: 20 clusters Score -1.496952e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113601 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77227 members 
Mstep: Class 8 contains 190100 members 
Mstep: Class 9 contains 163835 members 
Mstep: Class 10 contains 180750 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223269 members 
Mstep: Class 18 contains 96099 members 
Mstep: Class 19 contains 30453 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32003 members 
Mstep: Class 22 contains 64248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695216.000000 Penalty: 65918.976562
Iteration 281Q: 20 clusters Score -1.496952e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113616 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77227 members 
Mstep: Class 8 contains 190072 members 
Mstep: Class 9 contains 163850 members 
Mstep: Class 10 contains 180740 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223262 members 
Mstep: Class 18 contains 96097 members 
Mstep: Class 19 contains 30453 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32015 members 
Mstep: Class 22 contains 64251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 20 clusters Score -1.496954e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113635 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190056 members 
Mstep: Class 9 contains 163870 members 
Mstep: Class 10 contains 180730 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223236 members 
Mstep: Class 18 contains 96091 members 
Mstep: Class 19 contains 30450 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32027 members 
Mstep: Class 22 contains 64260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 20 clusters Score -1.496952e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113662 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77227 members 
Mstep: Class 8 contains 190031 members 
Mstep: Class 9 contains 163874 members 
Mstep: Class 10 contains 180709 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223214 members 
Mstep: Class 18 contains 96092 members 
Mstep: Class 19 contains 30471 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32036 members 
Mstep: Class 22 contains 64265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 20 clusters Score -1.496953e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113679 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77226 members 
Mstep: Class 8 contains 190037 members 
Mstep: Class 9 contains 163864 members 
Mstep: Class 10 contains 180700 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223204 members 
Mstep: Class 18 contains 96087 members 
Mstep: Class 19 contains 30480 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32029 members 
Mstep: Class 22 contains 64274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695184.000000 Penalty: 65918.976562
Iteration 285Q: 20 clusters Score -1.496952e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113697 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77231 members 
Mstep: Class 8 contains 190036 members 
Mstep: Class 9 contains 163868 members 
Mstep: Class 10 contains 180679 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223192 members 
Mstep: Class 18 contains 96078 members 
Mstep: Class 19 contains 30493 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32027 members 
Mstep: Class 22 contains 64279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695200.000000 Penalty: 65918.976562
Iteration 286Q: 20 clusters Score -1.496952e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113703 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77238 members 
Mstep: Class 8 contains 190042 members 
Mstep: Class 9 contains 163871 members 
Mstep: Class 10 contains 180656 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223157 members 
Mstep: Class 18 contains 96068 members 
Mstep: Class 19 contains 30531 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32034 members 
Mstep: Class 22 contains 64278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695072.000000 Penalty: 65918.976562
Iteration 287Q: 20 clusters Score -1.496951e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113708 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77236 members 
Mstep: Class 8 contains 190044 members 
Mstep: Class 9 contains 163892 members 
Mstep: Class 10 contains 180620 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223131 members 
Mstep: Class 18 contains 96066 members 
Mstep: Class 19 contains 30544 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32041 members 
Mstep: Class 22 contains 64296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695056.000000 Penalty: 65918.976562
Iteration 288Q: 20 clusters Score -1.496951e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113719 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77236 members 
Mstep: Class 8 contains 190034 members 
Mstep: Class 9 contains 163910 members 
Mstep: Class 10 contains 180602 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223124 members 
Mstep: Class 18 contains 96053 members 
Mstep: Class 19 contains 30551 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32049 members 
Mstep: Class 22 contains 64299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695392.000000 Penalty: 65918.976562
Iteration 289Q: 20 clusters Score -1.496954e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113724 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77240 members 
Mstep: Class 8 contains 190014 members 
Mstep: Class 9 contains 163926 members 
Mstep: Class 10 contains 180567 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223112 members 
Mstep: Class 18 contains 96049 members 
Mstep: Class 19 contains 30570 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32055 members 
Mstep: Class 22 contains 64316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695376.000000 Penalty: 65918.976562
Iteration 290Q: 20 clusters Score -1.496954e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113736 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77241 members 
Mstep: Class 8 contains 190013 members 
Mstep: Class 9 contains 163942 members 
Mstep: Class 10 contains 180534 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223089 members 
Mstep: Class 18 contains 96049 members 
Mstep: Class 19 contains 30576 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32068 members 
Mstep: Class 22 contains 64321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695168.000000 Penalty: 65918.976562
Iteration 291Q: 20 clusters Score -1.496952e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113747 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77236 members 
Mstep: Class 8 contains 189993 members 
Mstep: Class 9 contains 163959 members 
Mstep: Class 10 contains 180521 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223076 members 
Mstep: Class 18 contains 96043 members 
Mstep: Class 19 contains 30587 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32078 members 
Mstep: Class 22 contains 64328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695168.000000 Penalty: 65918.976562
Iteration 292Q: 20 clusters Score -1.496952e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113766 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77228 members 
Mstep: Class 8 contains 189985 members 
Mstep: Class 9 contains 163977 members 
Mstep: Class 10 contains 180499 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223038 members 
Mstep: Class 18 contains 96045 members 
Mstep: Class 19 contains 30608 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32079 members 
Mstep: Class 22 contains 64338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695248.000000 Penalty: 65918.976562
Iteration 293Q: 20 clusters Score -1.496952e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113772 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77223 members 
Mstep: Class 8 contains 189973 members 
Mstep: Class 9 contains 163987 members 
Mstep: Class 10 contains 180501 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 223007 members 
Mstep: Class 18 contains 96038 members 
Mstep: Class 19 contains 30632 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32076 members 
Mstep: Class 22 contains 64352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695232.000000 Penalty: 65918.976562
Iteration 294Q: 20 clusters Score -1.496952e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113785 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77213 members 
Mstep: Class 8 contains 189973 members 
Mstep: Class 9 contains 163996 members 
Mstep: Class 10 contains 180483 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222988 members 
Mstep: Class 18 contains 96033 members 
Mstep: Class 19 contains 30649 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32076 members 
Mstep: Class 22 contains 64363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695168.000000 Penalty: 65918.976562
Iteration 295Q: 20 clusters Score -1.496952e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113789 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77212 members 
Mstep: Class 8 contains 190000 members 
Mstep: Class 9 contains 164015 members 
Mstep: Class 10 contains 180483 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222945 members 
Mstep: Class 18 contains 96018 members 
Mstep: Class 19 contains 30655 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32071 members 
Mstep: Class 22 contains 64370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695200.000000 Penalty: 65918.976562
Iteration 296Q: 20 clusters Score -1.496952e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113786 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77214 members 
Mstep: Class 8 contains 190040 members 
Mstep: Class 9 contains 164043 members 
Mstep: Class 10 contains 180468 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222889 members 
Mstep: Class 18 contains 96008 members 
Mstep: Class 19 contains 30665 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32069 members 
Mstep: Class 22 contains 64375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695152.000000 Penalty: 65918.976562
Iteration 297Q: 20 clusters Score -1.496952e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113797 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77211 members 
Mstep: Class 8 contains 190085 members 
Mstep: Class 9 contains 164061 members 
Mstep: Class 10 contains 180448 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222848 members 
Mstep: Class 18 contains 96007 members 
Mstep: Class 19 contains 30666 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32061 members 
Mstep: Class 22 contains 64373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695216.000000 Penalty: 65918.976562
Iteration 298Q: 20 clusters Score -1.496952e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113796 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77209 members 
Mstep: Class 8 contains 190119 members 
Mstep: Class 9 contains 164082 members 
Mstep: Class 10 contains 180416 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222807 members 
Mstep: Class 18 contains 96007 members 
Mstep: Class 19 contains 30687 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32060 members 
Mstep: Class 22 contains 64374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695072.000000 Penalty: 65918.976562
Iteration 299Q: 20 clusters Score -1.496951e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113808 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77208 members 
Mstep: Class 8 contains 190153 members 
Mstep: Class 9 contains 164105 members 
Mstep: Class 10 contains 180391 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222763 members 
Mstep: Class 18 contains 96005 members 
Mstep: Class 19 contains 30685 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32057 members 
Mstep: Class 22 contains 64380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695024.000000 Penalty: 65918.976562
Iteration 300F: 20 clusters Score -1.49695e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113806 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77201 members 
Mstep: Class 8 contains 190145 members 
Mstep: Class 9 contains 164120 members 
Mstep: Class 10 contains 180376 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222743 members 
Mstep: Class 18 contains 96002 members 
Mstep: Class 19 contains 30710 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32059 members 
Mstep: Class 22 contains 64390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694736.000000 Penalty: 65918.976562
Iteration 301Q: 20 clusters Score -1.496947e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113808 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77200 members 
Mstep: Class 8 contains 190132 members 
Mstep: Class 9 contains 164144 members 
Mstep: Class 10 contains 180362 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222713 members 
Mstep: Class 18 contains 96006 members 
Mstep: Class 19 contains 30728 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32062 members 
Mstep: Class 22 contains 64395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694880.000000 Penalty: 65918.976562
Iteration 302Q: 20 clusters Score -1.496949e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113830 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77200 members 
Mstep: Class 8 contains 190123 members 
Mstep: Class 9 contains 164175 members 
Mstep: Class 10 contains 180331 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222679 members 
Mstep: Class 18 contains 96012 members 
Mstep: Class 19 contains 30738 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32064 members 
Mstep: Class 22 contains 64396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694880.000000 Penalty: 65918.976562
Iteration 303Q: 20 clusters Score -1.496949e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113834 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77198 members 
Mstep: Class 8 contains 190120 members 
Mstep: Class 9 contains 164228 members 
Mstep: Class 10 contains 180321 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222629 members 
Mstep: Class 18 contains 96011 members 
Mstep: Class 19 contains 30736 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32075 members 
Mstep: Class 22 contains 64395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694976.000000 Penalty: 65918.976562
Iteration 304Q: 20 clusters Score -1.49695e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113846 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77194 members 
Mstep: Class 8 contains 190120 members 
Mstep: Class 9 contains 164280 members 
Mstep: Class 10 contains 180288 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222580 members 
Mstep: Class 18 contains 96016 members 
Mstep: Class 19 contains 30741 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32077 members 
Mstep: Class 22 contains 64402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694736.000000 Penalty: 65918.976562
Iteration 305Q: 20 clusters Score -1.496947e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113846 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77191 members 
Mstep: Class 8 contains 190146 members 
Mstep: Class 9 contains 164318 members 
Mstep: Class 10 contains 180258 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222512 members 
Mstep: Class 18 contains 96022 members 
Mstep: Class 19 contains 30754 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32088 members 
Mstep: Class 22 contains 64407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694752.000000 Penalty: 65918.976562
Iteration 306Q: 20 clusters Score -1.496948e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113832 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77191 members 
Mstep: Class 8 contains 190174 members 
Mstep: Class 9 contains 164350 members 
Mstep: Class 10 contains 180243 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222442 members 
Mstep: Class 18 contains 96023 members 
Mstep: Class 19 contains 30763 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32108 members 
Mstep: Class 22 contains 64416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694720.000000 Penalty: 65918.976562
Iteration 307Q: 20 clusters Score -1.496947e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113826 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77186 members 
Mstep: Class 8 contains 190206 members 
Mstep: Class 9 contains 164387 members 
Mstep: Class 10 contains 180226 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222373 members 
Mstep: Class 18 contains 96029 members 
Mstep: Class 19 contains 30765 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32124 members 
Mstep: Class 22 contains 64416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694576.000000 Penalty: 65918.976562
Iteration 308Q: 20 clusters Score -1.496946e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113829 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77186 members 
Mstep: Class 8 contains 190247 members 
Mstep: Class 9 contains 164419 members 
Mstep: Class 10 contains 180209 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222297 members 
Mstep: Class 18 contains 96042 members 
Mstep: Class 19 contains 30765 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32124 members 
Mstep: Class 22 contains 64413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694576.000000 Penalty: 65918.976562
Iteration 309Q: 20 clusters Score -1.496946e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113828 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77187 members 
Mstep: Class 8 contains 190284 members 
Mstep: Class 9 contains 164461 members 
Mstep: Class 10 contains 180197 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222193 members 
Mstep: Class 18 contains 96055 members 
Mstep: Class 19 contains 30787 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32132 members 
Mstep: Class 22 contains 64405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694688.000000 Penalty: 65918.976562
Iteration 310Q: 20 clusters Score -1.496947e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113833 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77186 members 
Mstep: Class 8 contains 190297 members 
Mstep: Class 9 contains 164519 members 
Mstep: Class 10 contains 180175 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222117 members 
Mstep: Class 18 contains 96061 members 
Mstep: Class 19 contains 30790 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32153 members 
Mstep: Class 22 contains 64396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694560.000000 Penalty: 65918.976562
Iteration 311Q: 20 clusters Score -1.496946e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113831 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77187 members 
Mstep: Class 8 contains 190341 members 
Mstep: Class 9 contains 164549 members 
Mstep: Class 10 contains 180161 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 222034 members 
Mstep: Class 18 contains 96066 members 
Mstep: Class 19 contains 30800 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32166 members 
Mstep: Class 22 contains 64391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694576.000000 Penalty: 65918.976562
Iteration 312Q: 20 clusters Score -1.496946e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113849 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77184 members 
Mstep: Class 8 contains 190380 members 
Mstep: Class 9 contains 164573 members 
Mstep: Class 10 contains 180139 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221947 members 
Mstep: Class 18 contains 96075 members 
Mstep: Class 19 contains 30807 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32177 members 
Mstep: Class 22 contains 64392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694544.000000 Penalty: 65918.976562
Iteration 313Q: 20 clusters Score -1.496945e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113859 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77181 members 
Mstep: Class 8 contains 190413 members 
Mstep: Class 9 contains 164598 members 
Mstep: Class 10 contains 180133 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221878 members 
Mstep: Class 18 contains 96088 members 
Mstep: Class 19 contains 30796 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 64388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694576.000000 Penalty: 65918.976562
Iteration 314Q: 20 clusters Score -1.496946e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113852 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77177 members 
Mstep: Class 8 contains 190448 members 
Mstep: Class 9 contains 164642 members 
Mstep: Class 10 contains 180130 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221838 members 
Mstep: Class 18 contains 96099 members 
Mstep: Class 19 contains 30762 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32181 members 
Mstep: Class 22 contains 64385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694480.000000 Penalty: 65918.976562
Iteration 315Q: 20 clusters Score -1.496945e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113831 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77177 members 
Mstep: Class 8 contains 190482 members 
Mstep: Class 9 contains 164684 members 
Mstep: Class 10 contains 180119 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221775 members 
Mstep: Class 18 contains 96113 members 
Mstep: Class 19 contains 30759 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32181 members 
Mstep: Class 22 contains 64387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694672.000000 Penalty: 65918.976562
Iteration 316Q: 20 clusters Score -1.496947e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113818 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4378 members 
Mstep: Class 7 contains 77179 members 
Mstep: Class 8 contains 190509 members 
Mstep: Class 9 contains 164748 members 
Mstep: Class 10 contains 180094 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221708 members 
Mstep: Class 18 contains 96114 members 
Mstep: Class 19 contains 30764 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32185 members 
Mstep: Class 22 contains 64384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694608.000000 Penalty: 65918.976562
Iteration 317Q: 20 clusters Score -1.496946e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113816 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77183 members 
Mstep: Class 8 contains 190537 members 
Mstep: Class 9 contains 164814 members 
Mstep: Class 10 contains 180059 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221620 members 
Mstep: Class 18 contains 96125 members 
Mstep: Class 19 contains 30770 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32190 members 
Mstep: Class 22 contains 64383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694656.000000 Penalty: 65918.976562
Iteration 318Q: 20 clusters Score -1.496947e+08 nChanged 643
Entering ConstructFrom: 
Score: -149694656.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1058991.125000 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1058991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1052269.375000 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1052269 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1054072.250000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1054072 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1054455.250000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1054455 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1054921.000000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -1054921 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1055546.625000 Penalty: 4495.248047
	Iteration 4F: 3 clusters Score -1055547 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1056154.750000 Penalty: 4495.248047
	Iteration 5F: 3 clusters Score -1056155 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1056635.250000 Penalty: 4495.248047
	Iteration 6F: 3 clusters Score -1056635 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1057034.375000 Penalty: 4495.248047
	Iteration 7F: 3 clusters Score -1057034 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1057302.750000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1057303 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1057462.000000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1057462 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1057555.250000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1057555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1057602.875000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1057603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1057641.125000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1057641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1057668.750000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1057669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1057694.625000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1057695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1057716.000000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1057716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1057733.125000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1057733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1057752.375000 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1057752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1057767.750000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1057768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1057777.250000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1057777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1057788.000000 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1057788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1057794.750000 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1057795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1057800.625000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1057801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1057803.625000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1057804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1057804.375000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1057804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1057807.250000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1057807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1057808.125000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1057808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1057813.750000 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1057814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1057814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1057816.000000 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -1057816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1057823.625000 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -1057824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1057828.250000 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -1057828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1057830.750000 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -1057831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1057831.500000 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -1057832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1057831.375000 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -1057831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1057832.375000 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -1057832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1057832.375000 Penalty: 4495.248047
	Iteration 36F: 3 clusters Score -1057832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -56271.433594 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -56271.43 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 230 members 
Entering Unmasked Estep 
Score: -54833.601562 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -54833.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55066.050781 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -55066.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55122.691406 Penalty: 3075.452393
	Iteration 2Q: 3 clusters Score -55122.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55138.992188 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -55138.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55205.925781 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -55205.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55226.269531 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -55226.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55236.804688 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -55236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55375.566406 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -55375.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55409.902344 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -55409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55436.402344 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -55436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55459.027344 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -55459.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55464.742188 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -55464.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55465.531250 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -55465.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55465.531250 Penalty: 3075.452393
	Iteration 13F: 3 clusters Score -55465.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113795 members 
Entering Unmasked Estep 
Score: -14603963.000000 Penalty: 2887.254150
	Iteration 0F: 2 clusters Score -1.460396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -14528096.000000 Penalty: 5774.508301
	Iteration 0F: 3 clusters Score -1.45281e+07 nChanged 53853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -14559194.000000 Penalty: 5774.508301
	Iteration 1F: 3 clusters Score -1.455919e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -14560234.000000 Penalty: 5774.508301
	Iteration 2Q: 3 clusters Score -1.456023e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -14561769.000000 Penalty: 5774.508301
	Iteration 3Q: 3 clusters Score -1.456177e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -14564590.000000 Penalty: 5774.508301
	Iteration 4Q: 3 clusters Score -1.456459e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -14569439.000000 Penalty: 5774.508301
	Iteration 5F: 3 clusters Score -1.456944e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -14577170.000000 Penalty: 5774.508301
	Iteration 6F: 3 clusters Score -1.457717e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -14586182.000000 Penalty: 5774.508301
	Iteration 7F: 3 clusters Score -1.458618e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -14593444.000000 Penalty: 5774.508301
	Iteration 8F: 3 clusters Score -1.459344e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 106144 members 
Entering Unmasked Estep 
Score: -14597541.000000 Penalty: 5774.508301
	Iteration 9Q: 3 clusters Score -1.459754e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -14599650.000000 Penalty: 5774.508301
	Iteration 10Q: 3 clusters Score -1.459965e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -14600757.000000 Penalty: 5774.508301
	Iteration 11Q: 3 clusters Score -1.460076e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -14601275.000000 Penalty: 5774.508301
	Iteration 12Q: 3 clusters Score -1.460128e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -14601555.000000 Penalty: 5774.508301
	Iteration 13Q: 3 clusters Score -1.460156e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -14601696.000000 Penalty: 5774.508301
	Iteration 14Q: 3 clusters Score -1.46017e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -14601814.000000 Penalty: 5774.508301
	Iteration 15Q: 3 clusters Score -1.460181e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -14601884.000000 Penalty: 5774.508301
	Iteration 16Q: 3 clusters Score -1.460188e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 111058 members 
Entering Unmasked Estep 
Score: -14601934.000000 Penalty: 5774.508301
	Iteration 17Q: 3 clusters Score -1.460193e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -14601964.000000 Penalty: 5774.508301
	Iteration 18Q: 3 clusters Score -1.460196e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -14601971.000000 Penalty: 5774.508301
	Iteration 19Q: 3 clusters Score -1.460197e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -14601984.000000 Penalty: 5774.508301
	Iteration 20F: 3 clusters Score -1.460198e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -14601979.000000 Penalty: 5774.508301
	Iteration 21Q: 3 clusters Score -1.460198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -14601999.000000 Penalty: 5774.508301
	Iteration 22Q: 3 clusters Score -1.4602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -14602029.000000 Penalty: 5774.508301
	Iteration 23Q: 3 clusters Score -1.460203e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 111492 members 
Entering Unmasked Estep 
Score: -14602049.000000 Penalty: 5774.508301
	Iteration 24Q: 3 clusters Score -1.460205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -14602049.000000 Penalty: 5774.508301
	Iteration 25Q: 3 clusters Score -1.460205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 111531 members 
Entering Unmasked Estep 
Score: -14602052.000000 Penalty: 5774.508301
	Iteration 26Q: 3 clusters Score -1.460205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -14602074.000000 Penalty: 5774.508301
	Iteration 27Q: 3 clusters Score -1.460207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 111558 members 
Entering Unmasked Estep 
Score: -14602061.000000 Penalty: 5774.508301
	Iteration 28Q: 3 clusters Score -1.460206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -14602060.000000 Penalty: 5774.508301
	Iteration 29Q: 3 clusters Score -1.460206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 111575 members 
Entering Unmasked Estep 
Score: -14602064.000000 Penalty: 5774.508301
	Iteration 30Q: 3 clusters Score -1.460206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -14602056.000000 Penalty: 5774.508301
	Iteration 31Q: 3 clusters Score -1.460206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -14602070.000000 Penalty: 5774.508301
	Iteration 32Q: 3 clusters Score -1.460207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -14602061.000000 Penalty: 5774.508301
	Iteration 33Q: 3 clusters Score -1.460206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -14602066.000000 Penalty: 5774.508301
	Iteration 34Q: 3 clusters Score -1.460207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -14602057.000000 Penalty: 5774.508301
	Iteration 35Q: 3 clusters Score -1.460206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 111606 members 
Entering Unmasked Estep 
Score: -14602060.000000 Penalty: 5774.508301
	Iteration 36Q: 3 clusters Score -1.460206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -14602064.000000 Penalty: 5774.508301
	Iteration 37Q: 3 clusters Score -1.460206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -14602062.000000 Penalty: 5774.508301
	Iteration 38Q: 3 clusters Score -1.460206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 111614 members 
Entering Unmasked Estep 
Score: -14602076.000000 Penalty: 5774.508301
	Iteration 39Q: 3 clusters Score -1.460208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -14602076.000000 Penalty: 5774.508301
	Iteration 40F: 3 clusters Score -1.460208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 111620 members 
Entering Unmasked Estep 
Score: -14602066.000000 Penalty: 5774.508301
	Iteration 41Q: 3 clusters Score -1.460207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 111624 members 
Entering Unmasked Estep 
Score: -14602060.000000 Penalty: 5774.508301
	Iteration 42Q: 3 clusters Score -1.460206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 111629 members 
Entering Unmasked Estep 
Score: -14602059.000000 Penalty: 5774.508301
	Iteration 43Q: 3 clusters Score -1.460206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -14602061.000000 Penalty: 5774.508301
	Iteration 44Q: 3 clusters Score -1.460206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -14602061.000000 Penalty: 5774.508301
	Iteration 45F: 3 clusters Score -1.460206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58759.488281 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58759.49 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59000.519531 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59000.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59134.718750 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59134.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59366.156250 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59366.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59554.515625 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -59554.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59645.578125 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59645.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59709.593750 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59709.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59806.906250 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59806.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59887.265625 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59887.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59966.890625 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59966.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60060.777344 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60060.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60207.937500 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60207.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60550.234375 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60550.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60614.457031 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60614.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60640.210938 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60640.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60675.160156 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60675.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60694.105469 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60694.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60716.996094 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60761.851562 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -60761.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60833.671875 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -60833.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61084.750000 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -61084.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61387.882812 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -61387.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61480.488281 Penalty: 3150.039307
	Iteration 22Q: 3 clusters Score -61480.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61520.300781 Penalty: 3150.039307
	Iteration 23Q: 3 clusters Score -61520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61558.707031 Penalty: 3150.039307
	Iteration 24Q: 3 clusters Score -61558.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61588.843750 Penalty: 3150.039307
	Iteration 25Q: 3 clusters Score -61588.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61592.632812 Penalty: 3150.039307
	Iteration 26F: 3 clusters Score -61592.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61632.789062 Penalty: 3150.039307
	Iteration 27Q: 3 clusters Score -61632.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61766.707031 Penalty: 3150.039307
	Iteration 28Q: 3 clusters Score -61766.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61766.707031 Penalty: 3150.039307
	Iteration 29F: 3 clusters Score -61766.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113795 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77183 members 
Mstep: Class 8 contains 190567 members 
Mstep: Class 9 contains 164887 members 
Mstep: Class 10 contains 180028 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221527 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 18 contains 96143 members 
Mstep: Class 19 contains 30782 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 64384 members 
Entering Unmasked Estep 
Score: -149694144.000000 Penalty: 69388.398438
Splitting cluster 4 changes total score from -149694656.000000 to -149694144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51988.007812 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51988.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52581.601562 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52581.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53106.027344 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -53106.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53392.730469 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -53392.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -53491.781250 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -53491.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53558.644531 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -53558.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -53581.769531 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -53581.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -53589.574219 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53589.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53597.371094 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53597.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -53599.324219 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53599.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -53599.324219 Penalty: 3111.347168
	Iteration 10F: 3 clusters Score -53599.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113795 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77183 members 
Mstep: Class 8 contains 190567 members 
Mstep: Class 9 contains 164887 members 
Mstep: Class 10 contains 180028 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221527 members 
Mstep: Class 15 contains 103 members 
Mstep: Class 18 contains 96143 members 
Mstep: Class 19 contains 30782 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 64384 members 
Entering Unmasked Estep 
Score: -149692944.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149694656.000000 to -149692944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -546918.250000 Penalty: 2079.261475
	Iteration 0F: 2 clusters Score -546918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -542776.625000 Penalty: 4158.522949
	Iteration 0F: 3 clusters Score -542776.6 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -543697.250000 Penalty: 4158.522949
	Iteration 1F: 3 clusters Score -543697.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -543913.000000 Penalty: 4158.522949
	Iteration 2F: 3 clusters Score -543913 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -544069.875000 Penalty: 4158.522949
	Iteration 3F: 3 clusters Score -544069.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -544165.750000 Penalty: 4158.522949
	Iteration 4Q: 3 clusters Score -544165.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -544228.812500 Penalty: 4158.522949
	Iteration 5Q: 3 clusters Score -544228.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -544281.062500 Penalty: 4158.522949
	Iteration 6Q: 3 clusters Score -544281.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -544333.625000 Penalty: 4158.522949
	Iteration 7Q: 3 clusters Score -544333.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -544375.062500 Penalty: 4158.522949
	Iteration 8Q: 3 clusters Score -544375.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -544409.375000 Penalty: 4158.522949
	Iteration 9Q: 3 clusters Score -544409.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -544443.312500 Penalty: 4158.522949
	Iteration 10Q: 3 clusters Score -544443.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -544478.937500 Penalty: 4158.522949
	Iteration 11Q: 3 clusters Score -544478.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -544508.062500 Penalty: 4158.522949
	Iteration 12Q: 3 clusters Score -544508.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -544544.625000 Penalty: 4158.522949
	Iteration 13Q: 3 clusters Score -544544.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -544578.937500 Penalty: 4158.522949
	Iteration 14Q: 3 clusters Score -544578.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -544617.562500 Penalty: 4158.522949
	Iteration 15Q: 3 clusters Score -544617.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -544659.500000 Penalty: 4158.522949
	Iteration 16Q: 3 clusters Score -544659.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -544711.562500 Penalty: 4158.522949
	Iteration 17Q: 3 clusters Score -544711.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -544762.250000 Penalty: 4158.522949
	Iteration 18Q: 3 clusters Score -544762.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -544824.562500 Penalty: 4158.522949
	Iteration 19Q: 3 clusters Score -544824.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -544903.312500 Penalty: 4158.522949
	Iteration 20F: 3 clusters Score -544903.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -544991.375000 Penalty: 4158.522949
	Iteration 21Q: 3 clusters Score -544991.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -545078.250000 Penalty: 4158.522949
	Iteration 22Q: 3 clusters Score -545078.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -545167.625000 Penalty: 4158.522949
	Iteration 23Q: 3 clusters Score -545167.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -545248.562500 Penalty: 4158.522949
	Iteration 24Q: 3 clusters Score -545248.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -545307.875000 Penalty: 4158.522949
	Iteration 25Q: 3 clusters Score -545307.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -545361.312500 Penalty: 4158.522949
	Iteration 26Q: 3 clusters Score -545361.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -545391.125000 Penalty: 4158.522949
	Iteration 27Q: 3 clusters Score -545391.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -545409.000000 Penalty: 4158.522949
	Iteration 28Q: 3 clusters Score -545409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -545425.125000 Penalty: 4158.522949
	Iteration 29Q: 3 clusters Score -545425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -545436.375000 Penalty: 4158.522949
	Iteration 30Q: 3 clusters Score -545436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -545440.687500 Penalty: 4158.522949
	Iteration 31Q: 3 clusters Score -545440.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -545447.250000 Penalty: 4158.522949
	Iteration 32Q: 3 clusters Score -545447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -545453.500000 Penalty: 4158.522949
	Iteration 33Q: 3 clusters Score -545453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -545457.687500 Penalty: 4158.522949
	Iteration 34Q: 3 clusters Score -545457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -545458.937500 Penalty: 4158.522949
	Iteration 35Q: 3 clusters Score -545458.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -545462.000000 Penalty: 4158.522949
	Iteration 36Q: 3 clusters Score -545462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -545462.812500 Penalty: 4158.522949
	Iteration 37Q: 3 clusters Score -545462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -545463.375000 Penalty: 4158.522949
	Iteration 38Q: 3 clusters Score -545463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -545464.937500 Penalty: 4158.522949
	Iteration 39Q: 3 clusters Score -545464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -545465.437500 Penalty: 4158.522949
	Iteration 40F: 3 clusters Score -545465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Entering Unmasked Estep 
Score: -9651163.000000 Penalty: 2790.975830
	Iteration 0F: 2 clusters Score -9651163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -9599359.000000 Penalty: 5581.951660
	Iteration 0F: 3 clusters Score -9599359 nChanged 36212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9619735.000000 Penalty: 5581.951660
	Iteration 1F: 3 clusters Score -9619735 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -9620357.000000 Penalty: 5581.951660
	Iteration 2Q: 3 clusters Score -9620357 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -9621066.000000 Penalty: 5581.951660
	Iteration 3Q: 3 clusters Score -9621066 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -9622021.000000 Penalty: 5581.951660
	Iteration 4Q: 3 clusters Score -9622021 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -9623518.000000 Penalty: 5581.951660
	Iteration 5Q: 3 clusters Score -9623518 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9625906.000000 Penalty: 5581.951660
	Iteration 6F: 3 clusters Score -9625906 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -9630017.000000 Penalty: 5581.951660
	Iteration 7F: 3 clusters Score -9630017 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -9635461.000000 Penalty: 5581.951660
	Iteration 8F: 3 clusters Score -9635461 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -9640990.000000 Penalty: 5581.951660
	Iteration 9F: 3 clusters Score -9640990 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -9645009.000000 Penalty: 5581.951660
	Iteration 10F: 3 clusters Score -9645009 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -9647106.000000 Penalty: 5581.951660
	Iteration 11Q: 3 clusters Score -9647106 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -9648059.000000 Penalty: 5581.951660
	Iteration 12Q: 3 clusters Score -9648059 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -9648371.000000 Penalty: 5581.951660
	Iteration 13Q: 3 clusters Score -9648371 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -9648532.000000 Penalty: 5581.951660
	Iteration 14Q: 3 clusters Score -9648532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -9648584.000000 Penalty: 5581.951660
	Iteration 15Q: 3 clusters Score -9648584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -9648633.000000 Penalty: 5581.951660
	Iteration 16Q: 3 clusters Score -9648633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -9648660.000000 Penalty: 5581.951660
	Iteration 17Q: 3 clusters Score -9648660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -9648682.000000 Penalty: 5581.951660
	Iteration 18Q: 3 clusters Score -9648682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -9648686.000000 Penalty: 5581.951660
	Iteration 19Q: 3 clusters Score -9648686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -9648710.000000 Penalty: 5581.951660
	Iteration 20F: 3 clusters Score -9648710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -9648709.000000 Penalty: 5581.951660
	Iteration 21Q: 3 clusters Score -9648709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -9648716.000000 Penalty: 5581.951660
	Iteration 22Q: 3 clusters Score -9648716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -9648716.000000 Penalty: 5581.951660
	Iteration 23F: 3 clusters Score -9648716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190567 members 
Entering Unmasked Estep 
Score: -24445152.000000 Penalty: 3015.124268
	Iteration 0F: 2 clusters Score -2.444515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95492 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -24320060.000000 Penalty: 6030.248535
	Iteration 0F: 3 clusters Score -2.432006e+07 nChanged 91511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -24373018.000000 Penalty: 6030.248535
	Iteration 1F: 3 clusters Score -2.437302e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -24374178.000000 Penalty: 6030.248535
	Iteration 2Q: 3 clusters Score -2.437418e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -24375700.000000 Penalty: 6030.248535
	Iteration 3Q: 3 clusters Score -2.43757e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -24378046.000000 Penalty: 6030.248535
	Iteration 4Q: 3 clusters Score -2.437805e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111370 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -24381804.000000 Penalty: 6030.248535
	Iteration 5Q: 3 clusters Score -2.43818e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 71586 members 
Entering Unmasked Estep 
Score: -24387846.000000 Penalty: 6030.248535
	Iteration 6Q: 3 clusters Score -2.438785e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128581 members 
Mstep: Class 2 contains 61986 members 
Entering Unmasked Estep 
Score: -24396256.000000 Penalty: 6030.248535
	Iteration 7F: 3 clusters Score -2.439626e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -24405716.000000 Penalty: 6030.248535
	Iteration 8F: 3 clusters Score -2.440572e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149852 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -24414928.000000 Penalty: 6030.248535
	Iteration 9F: 3 clusters Score -2.441493e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -24422550.000000 Penalty: 6030.248535
	Iteration 10F: 3 clusters Score -2.442255e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166934 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -24428270.000000 Penalty: 6030.248535
	Iteration 11Q: 3 clusters Score -2.442827e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173085 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -24432534.000000 Penalty: 6030.248535
	Iteration 12Q: 3 clusters Score -2.443253e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -24435870.000000 Penalty: 6030.248535
	Iteration 13Q: 3 clusters Score -2.443587e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -24438398.000000 Penalty: 6030.248535
	Iteration 14Q: 3 clusters Score -2.44384e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184853 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -24440136.000000 Penalty: 6030.248535
	Iteration 15Q: 3 clusters Score -2.444014e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186788 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -24441000.000000 Penalty: 6030.248535
	Iteration 16Q: 3 clusters Score -2.4441e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188035 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -24441626.000000 Penalty: 6030.248535
	Iteration 17Q: 3 clusters Score -2.444163e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188772 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -24442054.000000 Penalty: 6030.248535
	Iteration 18Q: 3 clusters Score -2.444205e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -24442260.000000 Penalty: 6030.248535
	Iteration 19Q: 3 clusters Score -2.444226e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189465 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -24442388.000000 Penalty: 6030.248535
	Iteration 20F: 3 clusters Score -2.444239e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189620 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24442442.000000 Penalty: 6030.248535
	Iteration 21Q: 3 clusters Score -2.444244e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189717 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -24442464.000000 Penalty: 6030.248535
	Iteration 22Q: 3 clusters Score -2.444246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -24442542.000000 Penalty: 6030.248535
	Iteration 23Q: 3 clusters Score -2.444254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189821 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -24442522.000000 Penalty: 6030.248535
	Iteration 24Q: 3 clusters Score -2.444252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189856 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -24442554.000000 Penalty: 6030.248535
	Iteration 25Q: 3 clusters Score -2.444255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24442572.000000 Penalty: 6030.248535
	Iteration 26Q: 3 clusters Score -2.444257e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24442612.000000 Penalty: 6030.248535
	Iteration 27Q: 3 clusters Score -2.444261e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189931 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24442636.000000 Penalty: 6030.248535
	Iteration 28Q: 3 clusters Score -2.444264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189941 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -24442662.000000 Penalty: 6030.248535
	Iteration 29Q: 3 clusters Score -2.444266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24442664.000000 Penalty: 6030.248535
	Iteration 30Q: 3 clusters Score -2.444266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189958 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -24442660.000000 Penalty: 6030.248535
	Iteration 31Q: 3 clusters Score -2.444266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189963 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -24442660.000000 Penalty: 6030.248535
	Iteration 32Q: 3 clusters Score -2.444266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189966 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -24442660.000000 Penalty: 6030.248535
	Iteration 33Q: 3 clusters Score -2.444266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189967 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -24442666.000000 Penalty: 6030.248535
	Iteration 34Q: 3 clusters Score -2.444267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189969 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -24442672.000000 Penalty: 6030.248535
	Iteration 35Q: 3 clusters Score -2.444267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -24442668.000000 Penalty: 6030.248535
	Iteration 36Q: 3 clusters Score -2.444267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189983 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -24442676.000000 Penalty: 6030.248535
	Iteration 37Q: 3 clusters Score -2.444268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189992 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -24442700.000000 Penalty: 6030.248535
	Iteration 38Q: 3 clusters Score -2.44427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -24442692.000000 Penalty: 6030.248535
	Iteration 39Q: 3 clusters Score -2.444269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -24442692.000000 Penalty: 6030.248535
	Iteration 40F: 3 clusters Score -2.444269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190002 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -24442694.000000 Penalty: 6030.248535
	Iteration 41Q: 3 clusters Score -2.444269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190004 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -24442700.000000 Penalty: 6030.248535
	Iteration 42Q: 3 clusters Score -2.44427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190006 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -24442698.000000 Penalty: 6030.248535
	Iteration 43Q: 3 clusters Score -2.44427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190007 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -24442692.000000 Penalty: 6030.248535
	Iteration 44Q: 3 clusters Score -2.444269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190007 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -24442692.000000 Penalty: 6030.248535
	Iteration 45F: 3 clusters Score -2.444269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Entering Unmasked Estep 
Score: -21126920.000000 Penalty: 2979.228027
	Iteration 0F: 2 clusters Score -2.112692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -21016884.000000 Penalty: 5958.456055
	Iteration 0F: 3 clusters Score -2.101688e+07 nChanged 78940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 84691 members 
Entering Unmasked Estep 
Score: -21062544.000000 Penalty: 5958.456055
	Iteration 1F: 3 clusters Score -2.106254e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -21063378.000000 Penalty: 5958.456055
	Iteration 2Q: 3 clusters Score -2.106338e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -21064228.000000 Penalty: 5958.456055
	Iteration 3Q: 3 clusters Score -2.106423e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -21065122.000000 Penalty: 5958.456055
	Iteration 4Q: 3 clusters Score -2.106512e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -21066556.000000 Penalty: 5958.456055
	Iteration 5Q: 3 clusters Score -2.106656e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -21068756.000000 Penalty: 5958.456055
	Iteration 6Q: 3 clusters Score -2.106876e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -21072846.000000 Penalty: 5958.456055
	Iteration 7F: 3 clusters Score -2.107285e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -21080152.000000 Penalty: 5958.456055
	Iteration 8F: 3 clusters Score -2.108015e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -21091426.000000 Penalty: 5958.456055
	Iteration 9F: 3 clusters Score -2.109143e+07 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 144804 members 
Entering Unmasked Estep 
Score: -21104962.000000 Penalty: 5958.456055
	Iteration 10F: 3 clusters Score -2.110496e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 155493 members 
Entering Unmasked Estep 
Score: -21115596.000000 Penalty: 5958.456055
	Iteration 11F: 3 clusters Score -2.11156e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -21121142.000000 Penalty: 5958.456055
	Iteration 12Q: 3 clusters Score -2.112114e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 163528 members 
Entering Unmasked Estep 
Score: -21123028.000000 Penalty: 5958.456055
	Iteration 13Q: 3 clusters Score -2.112303e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 164267 members 
Entering Unmasked Estep 
Score: -21123710.000000 Penalty: 5958.456055
	Iteration 14Q: 3 clusters Score -2.112371e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -21124016.000000 Penalty: 5958.456055
	Iteration 15Q: 3 clusters Score -2.112402e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -21124108.000000 Penalty: 5958.456055
	Iteration 16Q: 3 clusters Score -2.112411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -21124138.000000 Penalty: 5958.456055
	Iteration 17Q: 3 clusters Score -2.112414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 164632 members 
Entering Unmasked Estep 
Score: -21124170.000000 Penalty: 5958.456055
	Iteration 18Q: 3 clusters Score -2.112417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 164645 members 
Entering Unmasked Estep 
Score: -21124192.000000 Penalty: 5958.456055
	Iteration 19Q: 3 clusters Score -2.112419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164647 members 
Entering Unmasked Estep 
Score: -21124220.000000 Penalty: 5958.456055
	Iteration 20F: 3 clusters Score -2.112422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -21124234.000000 Penalty: 5958.456055
	Iteration 21Q: 3 clusters Score -2.112423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -21124242.000000 Penalty: 5958.456055
	Iteration 22Q: 3 clusters Score -2.112424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -21124244.000000 Penalty: 5958.456055
	Iteration 23Q: 3 clusters Score -2.112424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -21124236.000000 Penalty: 5958.456055
	Iteration 24Q: 3 clusters Score -2.112424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -21124252.000000 Penalty: 5958.456055
	Iteration 25Q: 3 clusters Score -2.112425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -21124250.000000 Penalty: 5958.456055
	Iteration 26Q: 3 clusters Score -2.112425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -21124250.000000 Penalty: 5958.456055
	Iteration 27F: 3 clusters Score -2.112425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (180028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180028 members 
Entering Unmasked Estep 
Score: -23115302.000000 Penalty: 3001.015137
	Iteration 0F: 2 clusters Score -2.31153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -22997238.000000 Penalty: 6002.030273
	Iteration 0F: 3 clusters Score -2.299724e+07 nChanged 86644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -23048806.000000 Penalty: 6002.030273
	Iteration 1F: 3 clusters Score -2.304881e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94745 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -23050148.000000 Penalty: 6002.030273
	Iteration 2Q: 3 clusters Score -2.305015e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -23051920.000000 Penalty: 6002.030273
	Iteration 3Q: 3 clusters Score -2.305192e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -23054504.000000 Penalty: 6002.030273
	Iteration 4Q: 3 clusters Score -2.30545e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -23059408.000000 Penalty: 6002.030273
	Iteration 5F: 3 clusters Score -2.305941e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119942 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -23066754.000000 Penalty: 6002.030273
	Iteration 6F: 3 clusters Score -2.306675e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131551 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -23077370.000000 Penalty: 6002.030273
	Iteration 7F: 3 clusters Score -2.307737e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142880 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -23088970.000000 Penalty: 6002.030273
	Iteration 8F: 3 clusters Score -2.308897e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -23098030.000000 Penalty: 6002.030273
	Iteration 9F: 3 clusters Score -2.309803e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157015 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -23103286.000000 Penalty: 6002.030273
	Iteration 10Q: 3 clusters Score -2.310329e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160848 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -23106150.000000 Penalty: 6002.030273
	Iteration 11Q: 3 clusters Score -2.310615e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -23108118.000000 Penalty: 6002.030273
	Iteration 12Q: 3 clusters Score -2.310812e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -23109562.000000 Penalty: 6002.030273
	Iteration 13Q: 3 clusters Score -2.310956e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168789 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -23110550.000000 Penalty: 6002.030273
	Iteration 14Q: 3 clusters Score -2.311055e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -23111290.000000 Penalty: 6002.030273
	Iteration 15Q: 3 clusters Score -2.311129e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -23111958.000000 Penalty: 6002.030273
	Iteration 16Q: 3 clusters Score -2.311196e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -23112458.000000 Penalty: 6002.030273
	Iteration 17Q: 3 clusters Score -2.311246e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -23112714.000000 Penalty: 6002.030273
	Iteration 18Q: 3 clusters Score -2.311271e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -23113036.000000 Penalty: 6002.030273
	Iteration 19Q: 3 clusters Score -2.311304e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176280 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -23113244.000000 Penalty: 6002.030273
	Iteration 20F: 3 clusters Score -2.311324e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176798 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -23113490.000000 Penalty: 6002.030273
	Iteration 21Q: 3 clusters Score -2.311349e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177182 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -23113578.000000 Penalty: 6002.030273
	Iteration 22Q: 3 clusters Score -2.311358e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177453 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23113740.000000 Penalty: 6002.030273
	Iteration 23Q: 3 clusters Score -2.311374e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177655 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -23113848.000000 Penalty: 6002.030273
	Iteration 24Q: 3 clusters Score -2.311385e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177802 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -23113870.000000 Penalty: 6002.030273
	Iteration 25Q: 3 clusters Score -2.311387e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -23113880.000000 Penalty: 6002.030273
	Iteration 26Q: 3 clusters Score -2.311388e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177972 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -23113886.000000 Penalty: 6002.030273
	Iteration 27Q: 3 clusters Score -2.311389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -23113860.000000 Penalty: 6002.030273
	Iteration 28Q: 3 clusters Score -2.311386e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178070 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23113870.000000 Penalty: 6002.030273
	Iteration 29Q: 3 clusters Score -2.311387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178100 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -23113880.000000 Penalty: 6002.030273
	Iteration 30Q: 3 clusters Score -2.311388e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178132 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23113872.000000 Penalty: 6002.030273
	Iteration 31Q: 3 clusters Score -2.311387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178157 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -23113884.000000 Penalty: 6002.030273
	Iteration 32Q: 3 clusters Score -2.311388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178174 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -23113898.000000 Penalty: 6002.030273
	Iteration 33Q: 3 clusters Score -2.31139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178190 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23113886.000000 Penalty: 6002.030273
	Iteration 34Q: 3 clusters Score -2.311389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178206 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23113888.000000 Penalty: 6002.030273
	Iteration 35Q: 3 clusters Score -2.311389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23113868.000000 Penalty: 6002.030273
	Iteration 36Q: 3 clusters Score -2.311387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178221 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -23113852.000000 Penalty: 6002.030273
	Iteration 37Q: 3 clusters Score -2.311385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178230 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23113860.000000 Penalty: 6002.030273
	Iteration 38Q: 3 clusters Score -2.311386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -23113844.000000 Penalty: 6002.030273
	Iteration 39Q: 3 clusters Score -2.311384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23113840.000000 Penalty: 6002.030273
	Iteration 40F: 3 clusters Score -2.311384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178254 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -23113848.000000 Penalty: 6002.030273
	Iteration 41Q: 3 clusters Score -2.311385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23113838.000000 Penalty: 6002.030273
	Iteration 42Q: 3 clusters Score -2.311384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178267 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23113834.000000 Penalty: 6002.030273
	Iteration 43Q: 3 clusters Score -2.311383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -23113842.000000 Penalty: 6002.030273
	Iteration 44Q: 3 clusters Score -2.311384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178274 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -23113832.000000 Penalty: 6002.030273
	Iteration 45Q: 3 clusters Score -2.311383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178275 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -23113838.000000 Penalty: 6002.030273
	Iteration 46Q: 3 clusters Score -2.311384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178282 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -23113832.000000 Penalty: 6002.030273
	Iteration 47Q: 3 clusters Score -2.311383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23113822.000000 Penalty: 6002.030273
	Iteration 48Q: 3 clusters Score -2.311382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23113820.000000 Penalty: 6002.030273
	Iteration 49Q: 3 clusters Score -2.311382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178286 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -23113814.000000 Penalty: 6002.030273
	Iteration 50Q: 3 clusters Score -2.311381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178288 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23113820.000000 Penalty: 6002.030273
	Iteration 51Q: 3 clusters Score -2.311382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178291 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -23113826.000000 Penalty: 6002.030273
	Iteration 52Q: 3 clusters Score -2.311383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23113828.000000 Penalty: 6002.030273
	Iteration 53Q: 3 clusters Score -2.311383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178296 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23113842.000000 Penalty: 6002.030273
	Iteration 54Q: 3 clusters Score -2.311384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178296 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23113842.000000 Penalty: 6002.030273
	Iteration 55Q: 3 clusters Score -2.311384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -23113842.000000 Penalty: 6002.030273
	Iteration 56Q: 3 clusters Score -2.311384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -23113842.000000 Penalty: 6002.030273
	Iteration 57F: 3 clusters Score -2.311384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33704.640625 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33704.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33793.781250 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33793.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33839.523438 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33839.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33865.050781 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33865.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33869.578125 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33869.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33869.578125 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -33869.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78155.093750 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78155.09 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78534.351562 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78534.35 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78731.031250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78731.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78880.507812 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -78880.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -79050.554688 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -79050.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79175.929688 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -79175.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79228.453125 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -79228.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79260.007812 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -79260.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79275.289062 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -79275.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79297.578125 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -79297.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79318.257812 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -79318.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79337.367188 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -79337.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79351.531250 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -79351.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79358.203125 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -79358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79358.203125 Penalty: 3281.568359
	Iteration 14F: 3 clusters Score -79358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 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 335 members 
Entering Unmasked Estep 
Score: -64098.167969 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64098.17 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64412.359375 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64412.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64761.679688 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -64761.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65318.359375 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65318.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65906.953125 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65906.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66320.335938 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -66320.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66450.296875 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -66450.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66603.585938 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -66603.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66712.476562 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66712.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66722.085938 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66722.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66727.046875 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66727.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66727.046875 Penalty: 3214.862061
	Iteration 11F: 3 clusters Score -66727.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113795 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77183 members 
Mstep: Class 8 contains 190567 members 
Mstep: Class 9 contains 164887 members 
Mstep: Class 10 contains 180028 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 380 members 
Mstep: Class 14 contains 221527 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 18 contains 96143 members 
Mstep: Class 19 contains 30782 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 64384 members 
Entering Unmasked Estep 
Score: -149693840.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149694656.000000 to -149693840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (221527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221527 members 
Entering Unmasked Estep 
Score: -28297532.000000 Penalty: 3052.458496
	Iteration 0F: 2 clusters Score -2.829753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110948 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -28156824.000000 Penalty: 6104.916992
	Iteration 0F: 3 clusters Score -2.815682e+07 nChanged 106858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -28219266.000000 Penalty: 6104.916992
	Iteration 1F: 3 clusters Score -2.821927e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115822 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -28220152.000000 Penalty: 6104.916992
	Iteration 2Q: 3 clusters Score -2.822015e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -28221528.000000 Penalty: 6104.916992
	Iteration 3Q: 3 clusters Score -2.822153e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -28223952.000000 Penalty: 6104.916992
	Iteration 4Q: 3 clusters Score -2.822395e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130476 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -28228020.000000 Penalty: 6104.916992
	Iteration 5Q: 3 clusters Score -2.822802e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -28235250.000000 Penalty: 6104.916992
	Iteration 6Q: 3 clusters Score -2.823525e+07 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -28246586.000000 Penalty: 6104.916992
	Iteration 7F: 3 clusters Score -2.824659e+07 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166651 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -28260194.000000 Penalty: 6104.916992
	Iteration 8F: 3 clusters Score -2.826019e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178931 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -28271988.000000 Penalty: 6104.916992
	Iteration 9F: 3 clusters Score -2.827199e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188503 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -28279950.000000 Penalty: 6104.916992
	Iteration 10Q: 3 clusters Score -2.827995e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195377 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -28284470.000000 Penalty: 6104.916992
	Iteration 11Q: 3 clusters Score -2.828447e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200600 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -28287172.000000 Penalty: 6104.916992
	Iteration 12Q: 3 clusters Score -2.828717e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204744 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -28288964.000000 Penalty: 6104.916992
	Iteration 13Q: 3 clusters Score -2.828896e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208064 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -28290438.000000 Penalty: 6104.916992
	Iteration 14Q: 3 clusters Score -2.829044e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210724 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -28291458.000000 Penalty: 6104.916992
	Iteration 15Q: 3 clusters Score -2.829146e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -28292304.000000 Penalty: 6104.916992
	Iteration 16Q: 3 clusters Score -2.82923e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214518 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -28292870.000000 Penalty: 6104.916992
	Iteration 17Q: 3 clusters Score -2.829287e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215807 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -28293372.000000 Penalty: 6104.916992
	Iteration 18Q: 3 clusters Score -2.829337e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216798 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -28293772.000000 Penalty: 6104.916992
	Iteration 19Q: 3 clusters Score -2.829377e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217580 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -28293942.000000 Penalty: 6104.916992
	Iteration 20F: 3 clusters Score -2.829394e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218200 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -28294170.000000 Penalty: 6104.916992
	Iteration 21Q: 3 clusters Score -2.829417e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218665 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -28294382.000000 Penalty: 6104.916992
	Iteration 22Q: 3 clusters Score -2.829438e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219026 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -28294520.000000 Penalty: 6104.916992
	Iteration 23Q: 3 clusters Score -2.829452e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219296 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -28294592.000000 Penalty: 6104.916992
	Iteration 24Q: 3 clusters Score -2.829459e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219488 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -28294670.000000 Penalty: 6104.916992
	Iteration 25Q: 3 clusters Score -2.829467e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219619 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -28294690.000000 Penalty: 6104.916992
	Iteration 26Q: 3 clusters Score -2.829469e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219712 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -28294722.000000 Penalty: 6104.916992
	Iteration 27Q: 3 clusters Score -2.829472e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219804 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -28294794.000000 Penalty: 6104.916992
	Iteration 28Q: 3 clusters Score -2.829479e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219890 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -28294868.000000 Penalty: 6104.916992
	Iteration 29Q: 3 clusters Score -2.829487e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219955 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -28294872.000000 Penalty: 6104.916992
	Iteration 30Q: 3 clusters Score -2.829487e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220004 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -28294910.000000 Penalty: 6104.916992
	Iteration 31Q: 3 clusters Score -2.829491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220053 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28294960.000000 Penalty: 6104.916992
	Iteration 32Q: 3 clusters Score -2.829496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220091 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -28294952.000000 Penalty: 6104.916992
	Iteration 33Q: 3 clusters Score -2.829495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220121 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -28294978.000000 Penalty: 6104.916992
	Iteration 34Q: 3 clusters Score -2.829498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220130 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -28294966.000000 Penalty: 6104.916992
	Iteration 35Q: 3 clusters Score -2.829497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220149 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -28294970.000000 Penalty: 6104.916992
	Iteration 36Q: 3 clusters Score -2.829497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220157 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -28295000.000000 Penalty: 6104.916992
	Iteration 37Q: 3 clusters Score -2.8295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220172 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -28294988.000000 Penalty: 6104.916992
	Iteration 38Q: 3 clusters Score -2.829499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -28294990.000000 Penalty: 6104.916992
	Iteration 39Q: 3 clusters Score -2.829499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220185 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -28295000.000000 Penalty: 6104.916992
	Iteration 40F: 3 clusters Score -2.8295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220194 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -28295000.000000 Penalty: 6104.916992
	Iteration 41Q: 3 clusters Score -2.8295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220205 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -28295004.000000 Penalty: 6104.916992
	Iteration 42Q: 3 clusters Score -2.8295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220209 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -28295000.000000 Penalty: 6104.916992
	Iteration 43Q: 3 clusters Score -2.8295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220217 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -28294994.000000 Penalty: 6104.916992
	Iteration 44Q: 3 clusters Score -2.829499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220225 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -28295000.000000 Penalty: 6104.916992
	Iteration 45Q: 3 clusters Score -2.8295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220240 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -28295006.000000 Penalty: 6104.916992
	Iteration 46Q: 3 clusters Score -2.829501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220256 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -28295016.000000 Penalty: 6104.916992
	Iteration 47Q: 3 clusters Score -2.829502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220262 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -28295028.000000 Penalty: 6104.916992
	Iteration 48Q: 3 clusters Score -2.829503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220270 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -28295052.000000 Penalty: 6104.916992
	Iteration 49Q: 3 clusters Score -2.829505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220272 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -28295036.000000 Penalty: 6104.916992
	Iteration 50Q: 3 clusters Score -2.829504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220278 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -28295040.000000 Penalty: 6104.916992
	Iteration 51Q: 3 clusters Score -2.829504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220279 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -28295044.000000 Penalty: 6104.916992
	Iteration 52Q: 3 clusters Score -2.829504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220280 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -28295034.000000 Penalty: 6104.916992
	Iteration 53Q: 3 clusters Score -2.829503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220280 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -28295034.000000 Penalty: 6104.916992
	Iteration 54F: 3 clusters Score -2.829503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Entering Unmasked Estep 
Score: -12434990.000000 Penalty: 2845.450684
	Iteration 0F: 2 clusters Score -1.243499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -12370598.000000 Penalty: 5690.901367
	Iteration 0F: 3 clusters Score -1.23706e+07 nChanged 45553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -12396612.000000 Penalty: 5690.901367
	Iteration 1F: 3 clusters Score -1.239661e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -12397604.000000 Penalty: 5690.901367
	Iteration 2Q: 3 clusters Score -1.23976e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -12398829.000000 Penalty: 5690.901367
	Iteration 3Q: 3 clusters Score -1.239883e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -12400565.000000 Penalty: 5690.901367
	Iteration 4Q: 3 clusters Score -1.240056e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -12403171.000000 Penalty: 5690.901367
	Iteration 5Q: 3 clusters Score -1.240317e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -12406886.000000 Penalty: 5690.901367
	Iteration 6F: 3 clusters Score -1.240689e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -12411607.000000 Penalty: 5690.901367
	Iteration 7F: 3 clusters Score -1.241161e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -12416488.000000 Penalty: 5690.901367
	Iteration 8F: 3 clusters Score -1.241649e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -12420657.000000 Penalty: 5690.901367
	Iteration 9F: 3 clusters Score -1.242066e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -12423932.000000 Penalty: 5690.901367
	Iteration 10Q: 3 clusters Score -1.242393e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84777 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -12426131.000000 Penalty: 5690.901367
	Iteration 11Q: 3 clusters Score -1.242613e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -12427774.000000 Penalty: 5690.901367
	Iteration 12Q: 3 clusters Score -1.242777e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -12429019.000000 Penalty: 5690.901367
	Iteration 13Q: 3 clusters Score -1.242902e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -12429913.000000 Penalty: 5690.901367
	Iteration 14Q: 3 clusters Score -1.242991e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -12430482.000000 Penalty: 5690.901367
	Iteration 15Q: 3 clusters Score -1.243048e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -12430985.000000 Penalty: 5690.901367
	Iteration 16Q: 3 clusters Score -1.243098e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -12431319.000000 Penalty: 5690.901367
	Iteration 17Q: 3 clusters Score -1.243132e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -12431552.000000 Penalty: 5690.901367
	Iteration 18Q: 3 clusters Score -1.243155e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12431793.000000 Penalty: 5690.901367
	Iteration 19Q: 3 clusters Score -1.243179e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12431945.000000 Penalty: 5690.901367
	Iteration 20F: 3 clusters Score -1.243194e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12432069.000000 Penalty: 5690.901367
	Iteration 21Q: 3 clusters Score -1.243207e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12432169.000000 Penalty: 5690.901367
	Iteration 22Q: 3 clusters Score -1.243217e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12432288.000000 Penalty: 5690.901367
	Iteration 23Q: 3 clusters Score -1.243229e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -12432381.000000 Penalty: 5690.901367
	Iteration 24Q: 3 clusters Score -1.243238e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12432436.000000 Penalty: 5690.901367
	Iteration 25Q: 3 clusters Score -1.243244e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12432462.000000 Penalty: 5690.901367
	Iteration 26Q: 3 clusters Score -1.243246e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -12432507.000000 Penalty: 5690.901367
	Iteration 27Q: 3 clusters Score -1.243251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12432554.000000 Penalty: 5690.901367
	Iteration 28Q: 3 clusters Score -1.243255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12432562.000000 Penalty: 5690.901367
	Iteration 29Q: 3 clusters Score -1.243256e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12432586.000000 Penalty: 5690.901367
	Iteration 30Q: 3 clusters Score -1.243259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95174 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12432587.000000 Penalty: 5690.901367
	Iteration 31Q: 3 clusters Score -1.243259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12432603.000000 Penalty: 5690.901367
	Iteration 32Q: 3 clusters Score -1.24326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12432610.000000 Penalty: 5690.901367
	Iteration 33Q: 3 clusters Score -1.243261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95224 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12432615.000000 Penalty: 5690.901367
	Iteration 34Q: 3 clusters Score -1.243262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12432619.000000 Penalty: 5690.901367
	Iteration 35Q: 3 clusters Score -1.243262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12432627.000000 Penalty: 5690.901367
	Iteration 36Q: 3 clusters Score -1.243263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12432619.000000 Penalty: 5690.901367
	Iteration 37Q: 3 clusters Score -1.243262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12432627.000000 Penalty: 5690.901367
	Iteration 38Q: 3 clusters Score -1.243263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12432626.000000 Penalty: 5690.901367
	Iteration 39Q: 3 clusters Score -1.243263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12432648.000000 Penalty: 5690.901367
	Iteration 40F: 3 clusters Score -1.243265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12432649.000000 Penalty: 5690.901367
	Iteration 41Q: 3 clusters Score -1.243265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12432651.000000 Penalty: 5690.901367
	Iteration 42Q: 3 clusters Score -1.243265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12432651.000000 Penalty: 5690.901367
	Iteration 43F: 3 clusters Score -1.243265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Entering Unmasked Estep 
Score: -4056917.250000 Penalty: 2563.001953
	Iteration 0F: 2 clusters Score -4056917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4035691.000000 Penalty: 5126.003906
	Iteration 0F: 3 clusters Score -4035691 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4043380.750000 Penalty: 5126.003906
	Iteration 1F: 3 clusters Score -4043381 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4043727.750000 Penalty: 5126.003906
	Iteration 2Q: 3 clusters Score -4043728 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4044014.250000 Penalty: 5126.003906
	Iteration 3Q: 3 clusters Score -4044014 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4044255.250000 Penalty: 5126.003906
	Iteration 4Q: 3 clusters Score -4044255 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4044477.750000 Penalty: 5126.003906
	Iteration 5Q: 3 clusters Score -4044478 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4044688.250000 Penalty: 5126.003906
	Iteration 6Q: 3 clusters Score -4044688 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4044883.250000 Penalty: 5126.003906
	Iteration 7Q: 3 clusters Score -4044883 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4045098.250000 Penalty: 5126.003906
	Iteration 8Q: 3 clusters Score -4045098 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4045291.000000 Penalty: 5126.003906
	Iteration 9Q: 3 clusters Score -4045291 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4045614.000000 Penalty: 5126.003906
	Iteration 10Q: 3 clusters Score -4045614 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4046015.250000 Penalty: 5126.003906
	Iteration 11Q: 3 clusters Score -4046015 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4046649.000000 Penalty: 5126.003906
	Iteration 12Q: 3 clusters Score -4046649 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4047647.250000 Penalty: 5126.003906
	Iteration 13F: 3 clusters Score -4047647 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4048931.250000 Penalty: 5126.003906
	Iteration 14F: 3 clusters Score -4048931 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -4050405.250000 Penalty: 5126.003906
	Iteration 15F: 3 clusters Score -4050405 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4051875.250000 Penalty: 5126.003906
	Iteration 16F: 3 clusters Score -4051875 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4053035.250000 Penalty: 5126.003906
	Iteration 17Q: 3 clusters Score -4053035 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4053714.250000 Penalty: 5126.003906
	Iteration 18Q: 3 clusters Score -4053714 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4054109.750000 Penalty: 5126.003906
	Iteration 19Q: 3 clusters Score -4054110 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4054337.000000 Penalty: 5126.003906
	Iteration 20F: 3 clusters Score -4054337 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4054466.500000 Penalty: 5126.003906
	Iteration 21Q: 3 clusters Score -4054466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4054536.750000 Penalty: 5126.003906
	Iteration 22Q: 3 clusters Score -4054537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4054584.000000 Penalty: 5126.003906
	Iteration 23Q: 3 clusters Score -4054584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4054619.250000 Penalty: 5126.003906
	Iteration 24Q: 3 clusters Score -4054619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4054645.250000 Penalty: 5126.003906
	Iteration 25Q: 3 clusters Score -4054645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4054655.500000 Penalty: 5126.003906
	Iteration 26Q: 3 clusters Score -4054656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4054671.000000 Penalty: 5126.003906
	Iteration 27Q: 3 clusters Score -4054671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4054678.750000 Penalty: 5126.003906
	Iteration 28Q: 3 clusters Score -4054679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4054689.750000 Penalty: 5126.003906
	Iteration 29Q: 3 clusters Score -4054690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -4054695.750000 Penalty: 5126.003906
	Iteration 30Q: 3 clusters Score -4054696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -4054711.750000 Penalty: 5126.003906
	Iteration 31Q: 3 clusters Score -4054712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4054724.500000 Penalty: 5126.003906
	Iteration 32Q: 3 clusters Score -4054724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4054721.750000 Penalty: 5126.003906
	Iteration 33Q: 3 clusters Score -4054722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4054729.500000 Penalty: 5126.003906
	Iteration 34Q: 3 clusters Score -4054730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4054744.000000 Penalty: 5126.003906
	Iteration 35Q: 3 clusters Score -4054744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4054752.250000 Penalty: 5126.003906
	Iteration 36Q: 3 clusters Score -4054752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4054761.500000 Penalty: 5126.003906
	Iteration 37Q: 3 clusters Score -4054762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4054765.250000 Penalty: 5126.003906
	Iteration 38Q: 3 clusters Score -4054765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4054762.750000 Penalty: 5126.003906
	Iteration 39Q: 3 clusters Score -4054763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4054766.500000 Penalty: 5126.003906
	Iteration 40F: 3 clusters Score -4054766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4054768.250000 Penalty: 5126.003906
	Iteration 41Q: 3 clusters Score -4054768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4054768.250000 Penalty: 5126.003906
	Iteration 42F: 3 clusters Score -4054768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -240067.046875 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -240067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237457.937500 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -237457.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -237878.671875 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -237878.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -237989.484375 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -237989.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -238075.421875 Penalty: 3773.753906
	Iteration 3Q: 3 clusters Score -238075.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -238127.750000 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -238127.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -238179.609375 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -238179.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -238220.140625 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -238220.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238256.984375 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -238257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -238288.000000 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -238288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -238305.078125 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -238305.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -238315.046875 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -238315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -238322.812500 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -238322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238327.593750 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -238327.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -238336.234375 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -238336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -238340.156250 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -238340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -238344.109375 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -238344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -238349.453125 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -238349.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -238355.875000 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -238355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -238362.640625 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -238362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238367.812500 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -238367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238372.406250 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -238372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -238374.265625 Penalty: 3773.753906
	Iteration 21Q: 3 clusters Score -238374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -238375.828125 Penalty: 3773.753906
	Iteration 22Q: 3 clusters Score -238375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -238377.687500 Penalty: 3773.753906
	Iteration 23Q: 3 clusters Score -238377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -238379.312500 Penalty: 3773.753906
	Iteration 24Q: 3 clusters Score -238379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -238381.375000 Penalty: 3773.753906
	Iteration 25Q: 3 clusters Score -238381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -238383.203125 Penalty: 3773.753906
	Iteration 26Q: 3 clusters Score -238383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -238384.828125 Penalty: 3773.753906
	Iteration 27Q: 3 clusters Score -238384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -238385.406250 Penalty: 3773.753906
	Iteration 28Q: 3 clusters Score -238385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238386.187500 Penalty: 3773.753906
	Iteration 29Q: 3 clusters Score -238386.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -238387.515625 Penalty: 3773.753906
	Iteration 30Q: 3 clusters Score -238387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -238387.515625 Penalty: 3773.753906
	Iteration 31F: 3 clusters Score -238387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Entering Unmasked Estep 
Score: -4132701.000000 Penalty: 2574.109375
	Iteration 0F: 2 clusters Score -4132701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4110789.250000 Penalty: 5148.218750
	Iteration 0F: 3 clusters Score -4110789 nChanged 14422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4118583.000000 Penalty: 5148.218750
	Iteration 1F: 3 clusters Score -4118583 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -4119009.750000 Penalty: 5148.218750
	Iteration 2Q: 3 clusters Score -4119010 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4119368.500000 Penalty: 5148.218750
	Iteration 3Q: 3 clusters Score -4119368 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4119737.750000 Penalty: 5148.218750
	Iteration 4Q: 3 clusters Score -4119738 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4120154.750000 Penalty: 5148.218750
	Iteration 5Q: 3 clusters Score -4120155 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4120732.000000 Penalty: 5148.218750
	Iteration 6Q: 3 clusters Score -4120732 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4121527.250000 Penalty: 5148.218750
	Iteration 7Q: 3 clusters Score -4121527 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4122809.750000 Penalty: 5148.218750
	Iteration 8F: 3 clusters Score -4122810 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -4124644.250000 Penalty: 5148.218750
	Iteration 9F: 3 clusters Score -4124644 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4126624.750000 Penalty: 5148.218750
	Iteration 10F: 3 clusters Score -4126625 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -4128527.000000 Penalty: 5148.218750
	Iteration 11F: 3 clusters Score -4128527 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -4129896.750000 Penalty: 5148.218750
	Iteration 12Q: 3 clusters Score -4129897 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -4130514.250000 Penalty: 5148.218750
	Iteration 13Q: 3 clusters Score -4130514 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -4130733.750000 Penalty: 5148.218750
	Iteration 14Q: 3 clusters Score -4130734 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4130827.000000 Penalty: 5148.218750
	Iteration 15Q: 3 clusters Score -4130827 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4130886.500000 Penalty: 5148.218750
	Iteration 16Q: 3 clusters Score -4130886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4130933.000000 Penalty: 5148.218750
	Iteration 17Q: 3 clusters Score -4130933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4130965.500000 Penalty: 5148.218750
	Iteration 18Q: 3 clusters Score -4130966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4130991.000000 Penalty: 5148.218750
	Iteration 19Q: 3 clusters Score -4130991 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4131008.500000 Penalty: 5148.218750
	Iteration 20F: 3 clusters Score -4131008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4131026.500000 Penalty: 5148.218750
	Iteration 21Q: 3 clusters Score -4131026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4131029.750000 Penalty: 5148.218750
	Iteration 22Q: 3 clusters Score -4131030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4131049.500000 Penalty: 5148.218750
	Iteration 23Q: 3 clusters Score -4131050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -4131061.250000 Penalty: 5148.218750
	Iteration 24Q: 3 clusters Score -4131061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4131068.750000 Penalty: 5148.218750
	Iteration 25Q: 3 clusters Score -4131069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4131071.750000 Penalty: 5148.218750
	Iteration 26Q: 3 clusters Score -4131072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4131089.500000 Penalty: 5148.218750
	Iteration 27Q: 3 clusters Score -4131090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4131092.250000 Penalty: 5148.218750
	Iteration 28Q: 3 clusters Score -4131092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4131100.250000 Penalty: 5148.218750
	Iteration 29Q: 3 clusters Score -4131100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -4131104.750000 Penalty: 5148.218750
	Iteration 30Q: 3 clusters Score -4131105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4131102.000000 Penalty: 5148.218750
	Iteration 31Q: 3 clusters Score -4131102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4131106.250000 Penalty: 5148.218750
	Iteration 32Q: 3 clusters Score -4131106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4131115.750000 Penalty: 5148.218750
	Iteration 33Q: 3 clusters Score -4131116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4131121.750000 Penalty: 5148.218750
	Iteration 34Q: 3 clusters Score -4131122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4131119.000000 Penalty: 5148.218750
	Iteration 35Q: 3 clusters Score -4131119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4131117.500000 Penalty: 5148.218750
	Iteration 36Q: 3 clusters Score -4131118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4131117.750000 Penalty: 5148.218750
	Iteration 37Q: 3 clusters Score -4131118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4131119.000000 Penalty: 5148.218750
	Iteration 38Q: 3 clusters Score -4131119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4131117.250000 Penalty: 5148.218750
	Iteration 39Q: 3 clusters Score -4131117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4131116.500000 Penalty: 5148.218750
	Iteration 40F: 3 clusters Score -4131116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -4131123.750000 Penalty: 5148.218750
	Iteration 41Q: 3 clusters Score -4131124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -4131128.500000 Penalty: 5148.218750
	Iteration 42Q: 3 clusters Score -4131128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -4131129.250000 Penalty: 5148.218750
	Iteration 43Q: 3 clusters Score -4131129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4131131.250000 Penalty: 5148.218750
	Iteration 44Q: 3 clusters Score -4131131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4131129.000000 Penalty: 5148.218750
	Iteration 45Q: 3 clusters Score -4131129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4131129.750000 Penalty: 5148.218750
	Iteration 46Q: 3 clusters Score -4131130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4131133.000000 Penalty: 5148.218750
	Iteration 47Q: 3 clusters Score -4131133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4131133.250000 Penalty: 5148.218750
	Iteration 48Q: 3 clusters Score -4131133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4131137.750000 Penalty: 5148.218750
	Iteration 49Q: 3 clusters Score -4131138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4131137.750000 Penalty: 5148.218750
	Iteration 50F: 3 clusters Score -4131138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Entering Unmasked Estep 
Score: -8336218.500000 Penalty: 2746.009766
	Iteration 0F: 2 clusters Score -8336218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8292880.000000 Penalty: 5492.019531
	Iteration 0F: 3 clusters Score -8292880 nChanged 29960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -8309587.000000 Penalty: 5492.019531
	Iteration 1F: 3 clusters Score -8309587 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -8310148.500000 Penalty: 5492.019531
	Iteration 2Q: 3 clusters Score -8310148 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8310549.000000 Penalty: 5492.019531
	Iteration 3Q: 3 clusters Score -8310549 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8311062.000000 Penalty: 5492.019531
	Iteration 4Q: 3 clusters Score -8311062 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -8311546.000000 Penalty: 5492.019531
	Iteration 5Q: 3 clusters Score -8311546 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -8312141.500000 Penalty: 5492.019531
	Iteration 6Q: 3 clusters Score -8312142 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -8312970.500000 Penalty: 5492.019531
	Iteration 7Q: 3 clusters Score -8312970 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -8314189.500000 Penalty: 5492.019531
	Iteration 8Q: 3 clusters Score -8314190 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8316312.500000 Penalty: 5492.019531
	Iteration 9F: 3 clusters Score -8316312 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8319615.000000 Penalty: 5492.019531
	Iteration 10F: 3 clusters Score -8319615 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -8323891.500000 Penalty: 5492.019531
	Iteration 11F: 3 clusters Score -8323892 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -8327858.500000 Penalty: 5492.019531
	Iteration 12F: 3 clusters Score -8327858 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -8330082.000000 Penalty: 5492.019531
	Iteration 13Q: 3 clusters Score -8330082 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -8330987.000000 Penalty: 5492.019531
	Iteration 14Q: 3 clusters Score -8330987 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -8331430.000000 Penalty: 5492.019531
	Iteration 15Q: 3 clusters Score -8331430 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -8331756.500000 Penalty: 5492.019531
	Iteration 16Q: 3 clusters Score -8331756 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8332030.000000 Penalty: 5492.019531
	Iteration 17Q: 3 clusters Score -8332030 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -8332321.000000 Penalty: 5492.019531
	Iteration 18Q: 3 clusters Score -8332321 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -8332481.500000 Penalty: 5492.019531
	Iteration 19Q: 3 clusters Score -8332482 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -8332664.500000 Penalty: 5492.019531
	Iteration 20F: 3 clusters Score -8332664 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -8332813.500000 Penalty: 5492.019531
	Iteration 21Q: 3 clusters Score -8332814 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -8332952.000000 Penalty: 5492.019531
	Iteration 22Q: 3 clusters Score -8332952 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -8333064.000000 Penalty: 5492.019531
	Iteration 23Q: 3 clusters Score -8333064 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8333134.000000 Penalty: 5492.019531
	Iteration 24Q: 3 clusters Score -8333134 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -8333255.500000 Penalty: 5492.019531
	Iteration 25Q: 3 clusters Score -8333256 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -8333354.000000 Penalty: 5492.019531
	Iteration 26Q: 3 clusters Score -8333354 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8333460.000000 Penalty: 5492.019531
	Iteration 27Q: 3 clusters Score -8333460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -8333579.000000 Penalty: 5492.019531
	Iteration 28Q: 3 clusters Score -8333579 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -8333639.000000 Penalty: 5492.019531
	Iteration 29Q: 3 clusters Score -8333639 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -8333700.500000 Penalty: 5492.019531
	Iteration 30Q: 3 clusters Score -8333700 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8333800.000000 Penalty: 5492.019531
	Iteration 31Q: 3 clusters Score -8333800 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8333861.000000 Penalty: 5492.019531
	Iteration 32Q: 3 clusters Score -8333861 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8333909.500000 Penalty: 5492.019531
	Iteration 33Q: 3 clusters Score -8333910 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8333950.500000 Penalty: 5492.019531
	Iteration 34Q: 3 clusters Score -8333950 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8334012.500000 Penalty: 5492.019531
	Iteration 35Q: 3 clusters Score -8334012 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8334053.500000 Penalty: 5492.019531
	Iteration 36Q: 3 clusters Score -8334054 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8334071.500000 Penalty: 5492.019531
	Iteration 37Q: 3 clusters Score -8334072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -8334096.000000 Penalty: 5492.019531
	Iteration 38Q: 3 clusters Score -8334096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8334143.500000 Penalty: 5492.019531
	Iteration 39Q: 3 clusters Score -8334144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8334186.500000 Penalty: 5492.019531
	Iteration 40F: 3 clusters Score -8334186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8334215.500000 Penalty: 5492.019531
	Iteration 41Q: 3 clusters Score -8334216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8334200.500000 Penalty: 5492.019531
	Iteration 42Q: 3 clusters Score -8334200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -8334204.500000 Penalty: 5492.019531
	Iteration 43Q: 3 clusters Score -8334204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61709 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8334218.500000 Penalty: 5492.019531
	Iteration 44Q: 3 clusters Score -8334218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8334235.500000 Penalty: 5492.019531
	Iteration 45Q: 3 clusters Score -8334236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8334241.000000 Penalty: 5492.019531
	Iteration 46Q: 3 clusters Score -8334241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8334250.000000 Penalty: 5492.019531
	Iteration 47Q: 3 clusters Score -8334250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8334253.000000 Penalty: 5492.019531
	Iteration 48Q: 3 clusters Score -8334253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8334275.000000 Penalty: 5492.019531
	Iteration 49Q: 3 clusters Score -8334275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8334276.000000 Penalty: 5492.019531
	Iteration 50Q: 3 clusters Score -8334276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8334267.000000 Penalty: 5492.019531
	Iteration 51Q: 3 clusters Score -8334267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8334266.500000 Penalty: 5492.019531
	Iteration 52Q: 3 clusters Score -8334266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8334273.500000 Penalty: 5492.019531
	Iteration 53Q: 3 clusters Score -8334274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8334274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8334276.500000 Penalty: 5492.019531
	Iteration 55Q: 3 clusters Score -8334276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8334272.000000 Penalty: 5492.019531
	Iteration 56Q: 3 clusters Score -8334272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8334280.000000 Penalty: 5492.019531
	Iteration 57Q: 3 clusters Score -8334280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8334283.500000 Penalty: 5492.019531
	Iteration 58Q: 3 clusters Score -8334284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8334293.500000 Penalty: 5492.019531
	Iteration 59Q: 3 clusters Score -8334294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8334299.500000 Penalty: 5492.019531
	Iteration 60F: 3 clusters Score -8334300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8334304.000000 Penalty: 5492.019531
	Iteration 61Q: 3 clusters Score -8334304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8334309.500000 Penalty: 5492.019531
	Iteration 62Q: 3 clusters Score -8334310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8334319.500000 Penalty: 5492.019531
	Iteration 63Q: 3 clusters Score -8334320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8334331.000000 Penalty: 5492.019531
	Iteration 64Q: 3 clusters Score -8334331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8334324.500000 Penalty: 5492.019531
	Iteration 65Q: 3 clusters Score -8334324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8334323.000000 Penalty: 5492.019531
	Iteration 66Q: 3 clusters Score -8334323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8334328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8334330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8334334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8334335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8334320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8334324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8334330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8334322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8334327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 76F: 3 clusters Score -8334327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113795 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77183 members 
Mstep: Class 8 contains 190567 members 
Mstep: Class 9 contains 164887 members 
Mstep: Class 10 contains 180028 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221527 members 
Mstep: Class 18 contains 96143 members 
Mstep: Class 19 contains 30782 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 64384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 20 clusters Score -1.496946e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113784 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77181 members 
Mstep: Class 8 contains 190572 members 
Mstep: Class 9 contains 164957 members 
Mstep: Class 10 contains 180020 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221435 members 
Mstep: Class 18 contains 96153 members 
Mstep: Class 19 contains 30815 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32192 members 
Mstep: Class 22 contains 64374 members 
Entering Unmasked Estep 
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Iteration 320F: 20 clusters Score -1.496948e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113773 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77186 members 
Mstep: Class 8 contains 190603 members 
Mstep: Class 9 contains 165021 members 
Mstep: Class 10 contains 180005 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221333 members 
Mstep: Class 18 contains 96148 members 
Mstep: Class 19 contains 30839 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32203 members 
Mstep: Class 22 contains 64370 members 
Entering Unmasked Estep 
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Iteration 321Q: 20 clusters Score -1.496948e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113762 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77187 members 
Mstep: Class 8 contains 190663 members 
Mstep: Class 9 contains 165090 members 
Mstep: Class 10 contains 179970 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221236 members 
Mstep: Class 18 contains 96150 members 
Mstep: Class 19 contains 30848 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32202 members 
Mstep: Class 22 contains 64371 members 
Entering Unmasked Estep 
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Iteration 322Q: 20 clusters Score -1.496947e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113757 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77189 members 
Mstep: Class 8 contains 190715 members 
Mstep: Class 9 contains 165169 members 
Mstep: Class 10 contains 179946 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221148 members 
Mstep: Class 18 contains 96146 members 
Mstep: Class 19 contains 30836 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32200 members 
Mstep: Class 22 contains 64371 members 
Entering Unmasked Estep 
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Iteration 323Q: 20 clusters Score -1.496949e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113753 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77191 members 
Mstep: Class 8 contains 190760 members 
Mstep: Class 9 contains 165246 members 
Mstep: Class 10 contains 179919 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221054 members 
Mstep: Class 18 contains 96162 members 
Mstep: Class 19 contains 30831 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32198 members 
Mstep: Class 22 contains 64362 members 
Entering Unmasked Estep 
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Iteration 324Q: 20 clusters Score -1.496948e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113752 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77189 members 
Mstep: Class 8 contains 190776 members 
Mstep: Class 9 contains 165309 members 
Mstep: Class 10 contains 179896 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 221000 members 
Mstep: Class 18 contains 96175 members 
Mstep: Class 19 contains 30828 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32203 members 
Mstep: Class 22 contains 64347 members 
Entering Unmasked Estep 
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Iteration 325Q: 20 clusters Score -1.496948e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113754 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77186 members 
Mstep: Class 8 contains 190821 members 
Mstep: Class 9 contains 165383 members 
Mstep: Class 10 contains 179855 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220929 members 
Mstep: Class 18 contains 96173 members 
Mstep: Class 19 contains 30824 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32209 members 
Mstep: Class 22 contains 64340 members 
Entering Unmasked Estep 
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Iteration 326Q: 20 clusters Score -1.49695e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113750 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 77184 members 
Mstep: Class 8 contains 190855 members 
Mstep: Class 9 contains 165467 members 
Mstep: Class 10 contains 179822 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220868 members 
Mstep: Class 18 contains 96181 members 
Mstep: Class 19 contains 30804 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32212 members 
Mstep: Class 22 contains 64328 members 
Entering Unmasked Estep 
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Iteration 327Q: 20 clusters Score -1.49695e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113766 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77183 members 
Mstep: Class 8 contains 190866 members 
Mstep: Class 9 contains 165558 members 
Mstep: Class 10 contains 179807 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220806 members 
Mstep: Class 18 contains 96186 members 
Mstep: Class 19 contains 30757 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32219 members 
Mstep: Class 22 contains 64321 members 
Entering Unmasked Estep 
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Iteration 328Q: 20 clusters Score -1.496952e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113779 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77176 members 
Mstep: Class 8 contains 190853 members 
Mstep: Class 9 contains 165643 members 
Mstep: Class 10 contains 179794 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220752 members 
Mstep: Class 18 contains 96183 members 
Mstep: Class 19 contains 30741 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32236 members 
Mstep: Class 22 contains 64305 members 
Entering Unmasked Estep 
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Iteration 329Q: 20 clusters Score -1.49695e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113785 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77178 members 
Mstep: Class 8 contains 190837 members 
Mstep: Class 9 contains 165720 members 
Mstep: Class 10 contains 179775 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220699 members 
Mstep: Class 18 contains 96183 members 
Mstep: Class 19 contains 30755 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32237 members 
Mstep: Class 22 contains 64286 members 
Entering Unmasked Estep 
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Iteration 330Q: 20 clusters Score -1.496952e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113785 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77179 members 
Mstep: Class 8 contains 190831 members 
Mstep: Class 9 contains 165783 members 
Mstep: Class 10 contains 179796 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220621 members 
Mstep: Class 18 contains 96188 members 
Mstep: Class 19 contains 30754 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32242 members 
Mstep: Class 22 contains 64272 members 
Entering Unmasked Estep 
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Iteration 331Q: 20 clusters Score -1.496951e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113786 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77180 members 
Mstep: Class 8 contains 190815 members 
Mstep: Class 9 contains 165872 members 
Mstep: Class 10 contains 179808 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220571 members 
Mstep: Class 18 contains 96200 members 
Mstep: Class 19 contains 30722 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 64251 members 
Entering Unmasked Estep 
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Iteration 332Q: 20 clusters Score -1.496953e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113785 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77184 members 
Mstep: Class 8 contains 190799 members 
Mstep: Class 9 contains 165942 members 
Mstep: Class 10 contains 179819 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220509 members 
Mstep: Class 18 contains 96203 members 
Mstep: Class 19 contains 30717 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32248 members 
Mstep: Class 22 contains 64242 members 
Entering Unmasked Estep 
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Iteration 333Q: 20 clusters Score -1.496953e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113801 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 77197 members 
Mstep: Class 8 contains 190781 members 
Mstep: Class 9 contains 166003 members 
Mstep: Class 10 contains 179811 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220423 members 
Mstep: Class 18 contains 96208 members 
Mstep: Class 19 contains 30729 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32263 members 
Mstep: Class 22 contains 64229 members 
Entering Unmasked Estep 
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Iteration 334Q: 20 clusters Score -1.496954e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113808 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77192 members 
Mstep: Class 8 contains 190775 members 
Mstep: Class 9 contains 166062 members 
Mstep: Class 10 contains 179818 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220346 members 
Mstep: Class 18 contains 96214 members 
Mstep: Class 19 contains 30732 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32271 members 
Mstep: Class 22 contains 64225 members 
Entering Unmasked Estep 
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Iteration 335Q: 20 clusters Score -1.496952e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113826 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77195 members 
Mstep: Class 8 contains 190748 members 
Mstep: Class 9 contains 166114 members 
Mstep: Class 10 contains 179827 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220313 members 
Mstep: Class 18 contains 96214 members 
Mstep: Class 19 contains 30720 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32268 members 
Mstep: Class 22 contains 64216 members 
Entering Unmasked Estep 
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Iteration 336Q: 20 clusters Score -1.496952e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113838 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77200 members 
Mstep: Class 8 contains 190716 members 
Mstep: Class 9 contains 166157 members 
Mstep: Class 10 contains 179818 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220276 members 
Mstep: Class 18 contains 96225 members 
Mstep: Class 19 contains 30734 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32267 members 
Mstep: Class 22 contains 64208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694896.000000 Penalty: 65918.976562
Iteration 337Q: 20 clusters Score -1.496949e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113875 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77206 members 
Mstep: Class 8 contains 190663 members 
Mstep: Class 9 contains 166203 members 
Mstep: Class 10 contains 179829 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220227 members 
Mstep: Class 18 contains 96229 members 
Mstep: Class 19 contains 30734 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32266 members 
Mstep: Class 22 contains 64206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694720.000000 Penalty: 65918.976562
Iteration 338Q: 20 clusters Score -1.496947e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113907 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77211 members 
Mstep: Class 8 contains 190612 members 
Mstep: Class 9 contains 166236 members 
Mstep: Class 10 contains 179825 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220194 members 
Mstep: Class 18 contains 96239 members 
Mstep: Class 19 contains 30728 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32274 members 
Mstep: Class 22 contains 64211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694640.000000 Penalty: 65918.976562
Iteration 339Q: 20 clusters Score -1.496946e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113944 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77218 members 
Mstep: Class 8 contains 190569 members 
Mstep: Class 9 contains 166254 members 
Mstep: Class 10 contains 179823 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220151 members 
Mstep: Class 18 contains 96257 members 
Mstep: Class 19 contains 30710 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 32286 members 
Mstep: Class 22 contains 64222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694656.000000 Penalty: 65918.976562
Iteration 340F: 20 clusters Score -1.496947e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 113982 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77220 members 
Mstep: Class 8 contains 190538 members 
Mstep: Class 9 contains 166286 members 
Mstep: Class 10 contains 179823 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220107 members 
Mstep: Class 18 contains 96269 members 
Mstep: Class 19 contains 30688 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 32293 members 
Mstep: Class 22 contains 64227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694560.000000 Penalty: 65918.976562
Iteration 341Q: 20 clusters Score -1.496946e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 114016 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77219 members 
Mstep: Class 8 contains 190505 members 
Mstep: Class 9 contains 166317 members 
Mstep: Class 10 contains 179854 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220056 members 
Mstep: Class 18 contains 96285 members 
Mstep: Class 19 contains 30646 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 32296 members 
Mstep: Class 22 contains 64238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694560.000000 Penalty: 65918.976562
Iteration 342Q: 20 clusters Score -1.496946e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 114034 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77216 members 
Mstep: Class 8 contains 190481 members 
Mstep: Class 9 contains 166349 members 
Mstep: Class 10 contains 179897 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 220009 members 
Mstep: Class 18 contains 96291 members 
Mstep: Class 19 contains 30623 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 32294 members 
Mstep: Class 22 contains 64236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694608.000000 Penalty: 65918.976562
Iteration 343Q: 20 clusters Score -1.496946e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 114037 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77219 members 
Mstep: Class 8 contains 190468 members 
Mstep: Class 9 contains 166375 members 
Mstep: Class 10 contains 179925 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219952 members 
Mstep: Class 18 contains 96302 members 
Mstep: Class 19 contains 30612 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 32302 members 
Mstep: Class 22 contains 64236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694448.000000 Penalty: 65918.976562
Iteration 344Q: 20 clusters Score -1.496944e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114038 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77223 members 
Mstep: Class 8 contains 190466 members 
Mstep: Class 9 contains 166412 members 
Mstep: Class 10 contains 179948 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219896 members 
Mstep: Class 18 contains 96307 members 
Mstep: Class 19 contains 30599 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 32308 members 
Mstep: Class 22 contains 64233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694608.000000 Penalty: 65918.976562
Iteration 345Q: 20 clusters Score -1.496946e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114030 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 77219 members 
Mstep: Class 8 contains 190492 members 
Mstep: Class 9 contains 166435 members 
Mstep: Class 10 contains 179946 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219838 members 
Mstep: Class 18 contains 96337 members 
Mstep: Class 19 contains 30594 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 32314 members 
Mstep: Class 22 contains 64223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694832.000000 Penalty: 65918.976562
Iteration 346Q: 20 clusters Score -1.496948e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114032 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77221 members 
Mstep: Class 8 contains 190514 members 
Mstep: Class 9 contains 166463 members 
Mstep: Class 10 contains 179960 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219738 members 
Mstep: Class 18 contains 96348 members 
Mstep: Class 19 contains 30614 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 32312 members 
Mstep: Class 22 contains 64226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694720.000000 Penalty: 65918.976562
Iteration 347Q: 20 clusters Score -1.496947e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114027 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77227 members 
Mstep: Class 8 contains 190521 members 
Mstep: Class 9 contains 166485 members 
Mstep: Class 10 contains 179980 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219670 members 
Mstep: Class 18 contains 96358 members 
Mstep: Class 19 contains 30632 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 32311 members 
Mstep: Class 22 contains 64217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694672.000000 Penalty: 65918.976562
Iteration 348Q: 20 clusters Score -1.496947e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114040 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77236 members 
Mstep: Class 8 contains 190532 members 
Mstep: Class 9 contains 166499 members 
Mstep: Class 10 contains 179991 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219586 members 
Mstep: Class 18 contains 96367 members 
Mstep: Class 19 contains 30659 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 32310 members 
Mstep: Class 22 contains 64208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694608.000000 Penalty: 65918.976562
Iteration 349Q: 20 clusters Score -1.496946e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114066 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77239 members 
Mstep: Class 8 contains 190536 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 179985 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219507 members 
Mstep: Class 18 contains 96374 members 
Mstep: Class 19 contains 30684 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 32314 members 
Mstep: Class 22 contains 64206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694528.000000 Penalty: 65918.976562
Iteration 350Q: 20 clusters Score -1.496945e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114084 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77245 members 
Mstep: Class 8 contains 190543 members 
Mstep: Class 9 contains 166551 members 
Mstep: Class 10 contains 179986 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219435 members 
Mstep: Class 18 contains 96376 members 
Mstep: Class 19 contains 30680 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 32325 members 
Mstep: Class 22 contains 64201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694464.000000 Penalty: 65918.976562
Iteration 351Q: 20 clusters Score -1.496945e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114094 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77246 members 
Mstep: Class 8 contains 190546 members 
Mstep: Class 9 contains 166606 members 
Mstep: Class 10 contains 179968 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219373 members 
Mstep: Class 18 contains 96374 members 
Mstep: Class 19 contains 30700 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 32327 members 
Mstep: Class 22 contains 64192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694480.000000 Penalty: 65918.976562
Iteration 352Q: 20 clusters Score -1.496945e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114105 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77254 members 
Mstep: Class 8 contains 190552 members 
Mstep: Class 9 contains 166673 members 
Mstep: Class 10 contains 179936 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219313 members 
Mstep: Class 18 contains 96370 members 
Mstep: Class 19 contains 30702 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 32330 members 
Mstep: Class 22 contains 64190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694272.000000 Penalty: 65918.976562
Iteration 353Q: 20 clusters Score -1.496943e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114104 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77257 members 
Mstep: Class 8 contains 190557 members 
Mstep: Class 9 contains 166739 members 
Mstep: Class 10 contains 179924 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219242 members 
Mstep: Class 18 contains 96380 members 
Mstep: Class 19 contains 30716 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32323 members 
Mstep: Class 22 contains 64184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694336.000000 Penalty: 65918.976562
Iteration 354Q: 20 clusters Score -1.496943e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114102 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77262 members 
Mstep: Class 8 contains 190576 members 
Mstep: Class 9 contains 166807 members 
Mstep: Class 10 contains 179906 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219181 members 
Mstep: Class 18 contains 96398 members 
Mstep: Class 19 contains 30701 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32322 members 
Mstep: Class 22 contains 64171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694464.000000 Penalty: 65918.976562
Iteration 355Q: 20 clusters Score -1.496945e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114096 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77267 members 
Mstep: Class 8 contains 190581 members 
Mstep: Class 9 contains 166876 members 
Mstep: Class 10 contains 179881 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219127 members 
Mstep: Class 18 contains 96405 members 
Mstep: Class 19 contains 30713 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32321 members 
Mstep: Class 22 contains 64160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694432.000000 Penalty: 65918.976562
Iteration 356Q: 20 clusters Score -1.496944e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114102 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77268 members 
Mstep: Class 8 contains 190592 members 
Mstep: Class 9 contains 166940 members 
Mstep: Class 10 contains 179858 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 219053 members 
Mstep: Class 18 contains 96406 members 
Mstep: Class 19 contains 30723 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32327 members 
Mstep: Class 22 contains 64157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694384.000000 Penalty: 65918.976562
Iteration 357Q: 20 clusters Score -1.496944e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114117 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 77269 members 
Mstep: Class 8 contains 190575 members 
Mstep: Class 9 contains 166984 members 
Mstep: Class 10 contains 179858 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 218977 members 
Mstep: Class 18 contains 96418 members 
Mstep: Class 19 contains 30741 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32335 members 
Mstep: Class 22 contains 64152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694320.000000 Penalty: 65918.976562
Iteration 358Q: 20 clusters Score -1.496943e+08 nChanged 485
Entering ConstructFrom: 
Score: -149694320.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (8686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Entering Unmasked Estep 
Score: -1065783.250000 Penalty: 2249.228027
	Iteration 0F: 2 clusters Score -1065783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1058936.625000 Penalty: 4498.456055
	Iteration 0F: 3 clusters Score -1058937 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1060978.500000 Penalty: 4498.456055
	Iteration 1F: 3 clusters Score -1060978 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1061527.000000 Penalty: 4498.456055
	Iteration 2F: 3 clusters Score -1061527 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1062004.125000 Penalty: 4498.456055
	Iteration 3F: 3 clusters Score -1062004 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1062432.750000 Penalty: 4498.456055
	Iteration 4F: 3 clusters Score -1062433 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1062795.375000 Penalty: 4498.456055
	Iteration 5F: 3 clusters Score -1062795 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1063095.375000 Penalty: 4498.456055
	Iteration 6F: 3 clusters Score -1063095 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1063349.250000 Penalty: 4498.456055
	Iteration 7F: 3 clusters Score -1063349 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1063554.500000 Penalty: 4498.456055
	Iteration 8Q: 3 clusters Score -1063554 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1063729.750000 Penalty: 4498.456055
	Iteration 9Q: 3 clusters Score -1063730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1063868.250000 Penalty: 4498.456055
	Iteration 10Q: 3 clusters Score -1063868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1063976.875000 Penalty: 4498.456055
	Iteration 11Q: 3 clusters Score -1063977 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1064053.750000 Penalty: 4498.456055
	Iteration 12Q: 3 clusters Score -1064054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1064114.875000 Penalty: 4498.456055
	Iteration 13Q: 3 clusters Score -1064115 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1064168.125000 Penalty: 4498.456055
	Iteration 14Q: 3 clusters Score -1064168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1064205.750000 Penalty: 4498.456055
	Iteration 15Q: 3 clusters Score -1064206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1064235.750000 Penalty: 4498.456055
	Iteration 16Q: 3 clusters Score -1064236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1064254.375000 Penalty: 4498.456055
	Iteration 17Q: 3 clusters Score -1064254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1064270.125000 Penalty: 4498.456055
	Iteration 18Q: 3 clusters Score -1064270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1064280.125000 Penalty: 4498.456055
	Iteration 19Q: 3 clusters Score -1064280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1064292.375000 Penalty: 4498.456055
	Iteration 20F: 3 clusters Score -1064292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1064303.375000 Penalty: 4498.456055
	Iteration 21Q: 3 clusters Score -1064303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1064316.375000 Penalty: 4498.456055
	Iteration 22Q: 3 clusters Score -1064316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1064329.375000 Penalty: 4498.456055
	Iteration 23Q: 3 clusters Score -1064329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1064343.625000 Penalty: 4498.456055
	Iteration 24Q: 3 clusters Score -1064344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1064360.500000 Penalty: 4498.456055
	Iteration 25Q: 3 clusters Score -1064360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1064374.625000 Penalty: 4498.456055
	Iteration 26Q: 3 clusters Score -1064375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1064390.750000 Penalty: 4498.456055
	Iteration 27Q: 3 clusters Score -1064391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1064409.500000 Penalty: 4498.456055
	Iteration 28Q: 3 clusters Score -1064410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1064422.125000 Penalty: 4498.456055
	Iteration 29Q: 3 clusters Score -1064422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1064435.875000 Penalty: 4498.456055
	Iteration 30Q: 3 clusters Score -1064436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1064449.500000 Penalty: 4498.456055
	Iteration 31Q: 3 clusters Score -1064450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1064458.875000 Penalty: 4498.456055
	Iteration 32Q: 3 clusters Score -1064459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1064467.250000 Penalty: 4498.456055
	Iteration 33Q: 3 clusters Score -1064467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1064476.750000 Penalty: 4498.456055
	Iteration 34Q: 3 clusters Score -1064477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1064485.125000 Penalty: 4498.456055
	Iteration 35Q: 3 clusters Score -1064485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1064496.375000 Penalty: 4498.456055
	Iteration 36Q: 3 clusters Score -1064496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1064504.625000 Penalty: 4498.456055
	Iteration 37Q: 3 clusters Score -1064505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1064511.750000 Penalty: 4498.456055
	Iteration 38Q: 3 clusters Score -1064512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1064520.250000 Penalty: 4498.456055
	Iteration 39Q: 3 clusters Score -1064520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1064522.375000 Penalty: 4498.456055
	Iteration 40F: 3 clusters Score -1064522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1064524.375000 Penalty: 4498.456055
	Iteration 41Q: 3 clusters Score -1064524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1064531.875000 Penalty: 4498.456055
	Iteration 42Q: 3 clusters Score -1064532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1064536.250000 Penalty: 4498.456055
	Iteration 43Q: 3 clusters Score -1064536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1064540.375000 Penalty: 4498.456055
	Iteration 44Q: 3 clusters Score -1064540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1064541.250000 Penalty: 4498.456055
	Iteration 45Q: 3 clusters Score -1064541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1064543.625000 Penalty: 4498.456055
	Iteration 46Q: 3 clusters Score -1064544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1064545.000000 Penalty: 4498.456055
	Iteration 47Q: 3 clusters Score -1064545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1064547.625000 Penalty: 4498.456055
	Iteration 48Q: 3 clusters Score -1064548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1064550.875000 Penalty: 4498.456055
	Iteration 49Q: 3 clusters Score -1064551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1064549.750000 Penalty: 4498.456055
	Iteration 50Q: 3 clusters Score -1064550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1064549.500000 Penalty: 4498.456055
	Iteration 51Q: 3 clusters Score -1064550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1064550.875000 Penalty: 4498.456055
	Iteration 52Q: 3 clusters Score -1064551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1064550.875000 Penalty: 4498.456055
	Iteration 53F: 3 clusters Score -1064551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -56154.894531 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56154.89 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: -54678.847656 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54678.85 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54926.503906 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -54926.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55061.972656 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -55061.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55155.863281 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -55155.86 nChanged 24
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: -55234.039062 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -55234.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55324.351562 Penalty: 3074.445312
	Iteration 5F: 3 clusters Score -55324.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55372.824219 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -55372.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55403.992188 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -55403.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55474.648438 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -55474.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55520.539062 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -55520.54 nChanged 11
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: -55559.234375 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -55559.23 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: -55596.324219 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -55596.32 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: -55696.265625 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -55696.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55766.941406 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -55766.94 nChanged 3
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: -55861.300781 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -55861.3 nChanged 2
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: -55872.820312 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -55872.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55884.136719 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -55884.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55884.136719 Penalty: 3074.445312
	Iteration 17F: 3 clusters Score -55884.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (114125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Entering Unmasked Estep 
Score: -14646091.000000 Penalty: 2887.972412
	Iteration 0F: 2 clusters Score -1.464609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -14569806.000000 Penalty: 5775.944824
	Iteration 0F: 3 clusters Score -1.456981e+07 nChanged 54300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -14600358.000000 Penalty: 5775.944824
	Iteration 1F: 3 clusters Score -1.460036e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -14601184.000000 Penalty: 5775.944824
	Iteration 2Q: 3 clusters Score -1.460118e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -14602247.000000 Penalty: 5775.944824
	Iteration 3Q: 3 clusters Score -1.460225e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -14603889.000000 Penalty: 5775.944824
	Iteration 4Q: 3 clusters Score -1.460389e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -14606745.000000 Penalty: 5775.944824
	Iteration 5Q: 3 clusters Score -1.460674e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -14611651.000000 Penalty: 5775.944824
	Iteration 6F: 3 clusters Score -1.461165e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -14619682.000000 Penalty: 5775.944824
	Iteration 7F: 3 clusters Score -1.461968e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100062 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -14629755.000000 Penalty: 5775.944824
	Iteration 8F: 3 clusters Score -1.462976e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -14637855.000000 Penalty: 5775.944824
	Iteration 9F: 3 clusters Score -1.463786e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -14641724.000000 Penalty: 5775.944824
	Iteration 10Q: 3 clusters Score -1.464172e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14642981.000000 Penalty: 5775.944824
	Iteration 11Q: 3 clusters Score -1.464298e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14643425.000000 Penalty: 5775.944824
	Iteration 12Q: 3 clusters Score -1.464342e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14643600.000000 Penalty: 5775.944824
	Iteration 13Q: 3 clusters Score -1.46436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113732 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -14643706.000000 Penalty: 5775.944824
	Iteration 14Q: 3 clusters Score -1.464371e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14643776.000000 Penalty: 5775.944824
	Iteration 15Q: 3 clusters Score -1.464378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113727 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14643826.000000 Penalty: 5775.944824
	Iteration 16Q: 3 clusters Score -1.464383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113715 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14643880.000000 Penalty: 5775.944824
	Iteration 17Q: 3 clusters Score -1.464388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14643919.000000 Penalty: 5775.944824
	Iteration 18Q: 3 clusters Score -1.464392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113689 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -14643951.000000 Penalty: 5775.944824
	Iteration 19Q: 3 clusters Score -1.464395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -14643958.000000 Penalty: 5775.944824
	Iteration 20F: 3 clusters Score -1.464396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -14643965.000000 Penalty: 5775.944824
	Iteration 21Q: 3 clusters Score -1.464396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113668 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -14643990.000000 Penalty: 5775.944824
	Iteration 22Q: 3 clusters Score -1.464399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14644012.000000 Penalty: 5775.944824
	Iteration 23Q: 3 clusters Score -1.464401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14644022.000000 Penalty: 5775.944824
	Iteration 24Q: 3 clusters Score -1.464402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14644039.000000 Penalty: 5775.944824
	Iteration 25Q: 3 clusters Score -1.464404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14644025.000000 Penalty: 5775.944824
	Iteration 26Q: 3 clusters Score -1.464402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14644025.000000 Penalty: 5775.944824
	Iteration 27Q: 3 clusters Score -1.464402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14644022.000000 Penalty: 5775.944824
	Iteration 28Q: 3 clusters Score -1.464402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14644022.000000 Penalty: 5775.944824
	Iteration 29Q: 3 clusters Score -1.464402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14644022.000000 Penalty: 5775.944824
	Iteration 30F: 3 clusters Score -1.464402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58842.066406 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58842.07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59161.988281 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59161.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59313.054688 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59313.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59485.136719 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59485.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59604.101562 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -59604.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59754.476562 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59754.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59968.128906 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59968.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60016.976562 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60016.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60036.363281 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60036.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60047.140625 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60047.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -60053.156250 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60053.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60055.105469 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60055.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60057.117188 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60057.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60057.117188 Penalty: 3150.039307
	Iteration 13F: 3 clusters Score -60057.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51850.000000 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52350.097656 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52350.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52674.398438 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52674.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52883.222656 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52883.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -53062.371094 Penalty: 3111.347168
	Iteration 4F: 3 clusters Score -53062.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53126.269531 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -53126.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53145.882812 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -53145.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -53160.667969 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53160.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53187.542969 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53187.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53195.421875 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53195.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53200.500000 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -53200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53200.500000 Penalty: 3111.347168
	Iteration 11F: 3 clusters Score -53200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -547177.062500 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -547177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -543050.250000 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -543050.2 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -543971.500000 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -543971.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -544148.937500 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -544148.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -544247.312500 Penalty: 4158.749512
	Iteration 3Q: 3 clusters Score -544247.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -544321.562500 Penalty: 4158.749512
	Iteration 4Q: 3 clusters Score -544321.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -544374.875000 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -544374.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -544424.437500 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -544424.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -544469.062500 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -544469.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -544515.625000 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -544515.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -544564.312500 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -544564.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -544611.687500 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -544611.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -544658.000000 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -544658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -544701.562500 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -544701.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -544755.062500 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -544755.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -544811.000000 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -544811 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -544883.812500 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -544883.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -544970.125000 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -544970.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -545078.437500 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -545078.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -545216.062500 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -545216.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -545425.000000 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -545425 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -545705.062500 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -545705.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -546037.625000 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -546037.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -546385.187500 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -546385.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -546711.062500 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -546711.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -546864.437500 Penalty: 4158.749512
	Iteration 24Q: 3 clusters Score -546864.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -546899.687500 Penalty: 4158.749512
	Iteration 25Q: 3 clusters Score -546899.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -546908.062500 Penalty: 4158.749512
	Iteration 26Q: 3 clusters Score -546908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -546912.875000 Penalty: 4158.749512
	Iteration 27Q: 3 clusters Score -546912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -546915.000000 Penalty: 4158.749512
	Iteration 28Q: 3 clusters Score -546915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -546920.687500 Penalty: 4158.749512
	Iteration 29Q: 3 clusters Score -546920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -546923.687500 Penalty: 4158.749512
	Iteration 30Q: 3 clusters Score -546923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -546925.312500 Penalty: 4158.749512
	Iteration 31Q: 3 clusters Score -546925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -546925.312500 Penalty: 4158.749512
	Iteration 32F: 3 clusters Score -546925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Entering Unmasked Estep 
Score: -9661351.000000 Penalty: 2791.229492
	Iteration 0F: 2 clusters Score -9661351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -9609772.000000 Penalty: 5582.458984
	Iteration 0F: 3 clusters Score -9609772 nChanged 36056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9630147.000000 Penalty: 5582.458984
	Iteration 1F: 3 clusters Score -9630147 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -9631247.000000 Penalty: 5582.458984
	Iteration 2Q: 3 clusters Score -9631247 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -9632898.000000 Penalty: 5582.458984
	Iteration 3Q: 3 clusters Score -9632898 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -9635382.000000 Penalty: 5582.458984
	Iteration 4F: 3 clusters Score -9635382 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -9639606.000000 Penalty: 5582.458984
	Iteration 5F: 3 clusters Score -9639606 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -9645239.000000 Penalty: 5582.458984
	Iteration 6F: 3 clusters Score -9645239 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -9651168.000000 Penalty: 5582.458984
	Iteration 7F: 3 clusters Score -9651168 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9655350.000000 Penalty: 5582.458984
	Iteration 8F: 3 clusters Score -9655350 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9657415.000000 Penalty: 5582.458984
	Iteration 9Q: 3 clusters Score -9657415 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9658272.000000 Penalty: 5582.458984
	Iteration 10Q: 3 clusters Score -9658272 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9658565.000000 Penalty: 5582.458984
	Iteration 11Q: 3 clusters Score -9658565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9658692.000000 Penalty: 5582.458984
	Iteration 12Q: 3 clusters Score -9658692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9658770.000000 Penalty: 5582.458984
	Iteration 13Q: 3 clusters Score -9658770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9658858.000000 Penalty: 5582.458984
	Iteration 14Q: 3 clusters Score -9658858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76775 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9658875.000000 Penalty: 5582.458984
	Iteration 15Q: 3 clusters Score -9658875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9658904.000000 Penalty: 5582.458984
	Iteration 16Q: 3 clusters Score -9658904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9658927.000000 Penalty: 5582.458984
	Iteration 17Q: 3 clusters Score -9658927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9658943.000000 Penalty: 5582.458984
	Iteration 18Q: 3 clusters Score -9658943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9658962.000000 Penalty: 5582.458984
	Iteration 19Q: 3 clusters Score -9658962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9658977.000000 Penalty: 5582.458984
	Iteration 20F: 3 clusters Score -9658977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9658989.000000 Penalty: 5582.458984
	Iteration 21Q: 3 clusters Score -9658989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9658997.000000 Penalty: 5582.458984
	Iteration 22Q: 3 clusters Score -9658997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9659017.000000 Penalty: 5582.458984
	Iteration 23Q: 3 clusters Score -9659017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9659025.000000 Penalty: 5582.458984
	Iteration 24Q: 3 clusters Score -9659025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9659035.000000 Penalty: 5582.458984
	Iteration 25Q: 3 clusters Score -9659035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9659041.000000 Penalty: 5582.458984
	Iteration 26Q: 3 clusters Score -9659041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9659047.000000 Penalty: 5582.458984
	Iteration 27Q: 3 clusters Score -9659047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9659042.000000 Penalty: 5582.458984
	Iteration 28Q: 3 clusters Score -9659042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9659049.000000 Penalty: 5582.458984
	Iteration 29Q: 3 clusters Score -9659049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9659060.000000 Penalty: 5582.458984
	Iteration 30Q: 3 clusters Score -9659060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9659062.000000 Penalty: 5582.458984
	Iteration 31Q: 3 clusters Score -9659062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9659062.000000 Penalty: 5582.458984
	Iteration 32F: 3 clusters Score -9659062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (190600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190600 members 
Entering Unmasked Estep 
Score: -24446218.000000 Penalty: 3015.167236
	Iteration 0F: 2 clusters Score -2.444622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -24321262.000000 Penalty: 6030.334473
	Iteration 0F: 3 clusters Score -2.432126e+07 nChanged 91417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -24374162.000000 Penalty: 6030.334473
	Iteration 1F: 3 clusters Score -2.437416e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 100388 members 
Entering Unmasked Estep 
Score: -24374812.000000 Penalty: 6030.334473
	Iteration 2Q: 3 clusters Score -2.437481e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 103143 members 
Entering Unmasked Estep 
Score: -24376232.000000 Penalty: 6030.334473
	Iteration 3Q: 3 clusters Score -2.437623e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -24378168.000000 Penalty: 6030.334473
	Iteration 4Q: 3 clusters Score -2.437817e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -24381496.000000 Penalty: 6030.334473
	Iteration 5Q: 3 clusters Score -2.43815e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 123104 members 
Entering Unmasked Estep 
Score: -24387658.000000 Penalty: 6030.334473
	Iteration 6F: 3 clusters Score -2.438766e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -24397362.000000 Penalty: 6030.334473
	Iteration 7F: 3 clusters Score -2.439736e+07 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 148312 members 
Entering Unmasked Estep 
Score: -24409510.000000 Penalty: 6030.334473
	Iteration 8F: 3 clusters Score -2.440951e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 160362 members 
Entering Unmasked Estep 
Score: -24420690.000000 Penalty: 6030.334473
	Iteration 9F: 3 clusters Score -2.442069e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 169535 members 
Entering Unmasked Estep 
Score: -24429266.000000 Penalty: 6030.334473
	Iteration 10F: 3 clusters Score -2.442927e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 176060 members 
Entering Unmasked Estep 
Score: -24434414.000000 Penalty: 6030.334473
	Iteration 11Q: 3 clusters Score -2.443441e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 180759 members 
Entering Unmasked Estep 
Score: -24437810.000000 Penalty: 6030.334473
	Iteration 12Q: 3 clusters Score -2.443781e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 184223 members 
Entering Unmasked Estep 
Score: -24440244.000000 Penalty: 6030.334473
	Iteration 13Q: 3 clusters Score -2.444024e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 186613 members 
Entering Unmasked Estep 
Score: -24441606.000000 Penalty: 6030.334473
	Iteration 14Q: 3 clusters Score -2.444161e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 188131 members 
Entering Unmasked Estep 
Score: -24442382.000000 Penalty: 6030.334473
	Iteration 15Q: 3 clusters Score -2.444238e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 188995 members 
Entering Unmasked Estep 
Score: -24442950.000000 Penalty: 6030.334473
	Iteration 16Q: 3 clusters Score -2.444295e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 189437 members 
Entering Unmasked Estep 
Score: -24443248.000000 Penalty: 6030.334473
	Iteration 17Q: 3 clusters Score -2.444325e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 189686 members 
Entering Unmasked Estep 
Score: -24443424.000000 Penalty: 6030.334473
	Iteration 18Q: 3 clusters Score -2.444342e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 189823 members 
Entering Unmasked Estep 
Score: -24443530.000000 Penalty: 6030.334473
	Iteration 19Q: 3 clusters Score -2.444353e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 189908 members 
Entering Unmasked Estep 
Score: -24443576.000000 Penalty: 6030.334473
	Iteration 20F: 3 clusters Score -2.444358e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 189950 members 
Entering Unmasked Estep 
Score: -24443608.000000 Penalty: 6030.334473
	Iteration 21Q: 3 clusters Score -2.444361e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 189987 members 
Entering Unmasked Estep 
Score: -24443636.000000 Penalty: 6030.334473
	Iteration 22Q: 3 clusters Score -2.444364e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -24443630.000000 Penalty: 6030.334473
	Iteration 23Q: 3 clusters Score -2.444363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 190015 members 
Entering Unmasked Estep 
Score: -24443684.000000 Penalty: 6030.334473
	Iteration 24Q: 3 clusters Score -2.444368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 190019 members 
Entering Unmasked Estep 
Score: -24443678.000000 Penalty: 6030.334473
	Iteration 25Q: 3 clusters Score -2.444368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 190026 members 
Entering Unmasked Estep 
Score: -24443672.000000 Penalty: 6030.334473
	Iteration 26Q: 3 clusters Score -2.444367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -24443698.000000 Penalty: 6030.334473
	Iteration 27Q: 3 clusters Score -2.44437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 190034 members 
Entering Unmasked Estep 
Score: -24443702.000000 Penalty: 6030.334473
	Iteration 28Q: 3 clusters Score -2.44437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 190038 members 
Entering Unmasked Estep 
Score: -24443724.000000 Penalty: 6030.334473
	Iteration 29Q: 3 clusters Score -2.444372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 190041 members 
Entering Unmasked Estep 
Score: -24443720.000000 Penalty: 6030.334473
	Iteration 30Q: 3 clusters Score -2.444372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 190044 members 
Entering Unmasked Estep 
Score: -24443720.000000 Penalty: 6030.334473
	Iteration 31Q: 3 clusters Score -2.444372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 190046 members 
Entering Unmasked Estep 
Score: -24443704.000000 Penalty: 6030.334473
	Iteration 32Q: 3 clusters Score -2.44437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -24443724.000000 Penalty: 6030.334473
	Iteration 33Q: 3 clusters Score -2.444372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -24443724.000000 Penalty: 6030.334473
	Iteration 34F: 3 clusters Score -2.444372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (167013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167013 members 
Entering Unmasked Estep 
Score: -21399526.000000 Penalty: 2982.405273
	Iteration 0F: 2 clusters Score -2.139953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 83703 members 
Entering Unmasked Estep 
Score: -21287908.000000 Penalty: 5964.810547
	Iteration 0F: 3 clusters Score -2.128791e+07 nChanged 79971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -21334292.000000 Penalty: 5964.810547
	Iteration 1F: 3 clusters Score -2.133429e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -21335274.000000 Penalty: 5964.810547
	Iteration 2Q: 3 clusters Score -2.133527e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -21336522.000000 Penalty: 5964.810547
	Iteration 3Q: 3 clusters Score -2.133652e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -21338444.000000 Penalty: 5964.810547
	Iteration 4Q: 3 clusters Score -2.133844e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -21341848.000000 Penalty: 5964.810547
	Iteration 5Q: 3 clusters Score -2.134185e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -21347536.000000 Penalty: 5964.810547
	Iteration 6F: 3 clusters Score -2.134754e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -21357114.000000 Penalty: 5964.810547
	Iteration 7F: 3 clusters Score -2.135711e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 137329 members 
Entering Unmasked Estep 
Score: -21369420.000000 Penalty: 5964.810547
	Iteration 8F: 3 clusters Score -2.136942e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -21381290.000000 Penalty: 5964.810547
	Iteration 9F: 3 clusters Score -2.138129e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -21389254.000000 Penalty: 5964.810547
	Iteration 10F: 3 clusters Score -2.138925e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -21393376.000000 Penalty: 5964.810547
	Iteration 11Q: 3 clusters Score -2.139338e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 164780 members 
Entering Unmasked Estep 
Score: -21395204.000000 Penalty: 5964.810547
	Iteration 12Q: 3 clusters Score -2.13952e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -21396100.000000 Penalty: 5964.810547
	Iteration 13Q: 3 clusters Score -2.13961e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 166261 members 
Entering Unmasked Estep 
Score: -21396384.000000 Penalty: 5964.810547
	Iteration 14Q: 3 clusters Score -2.139638e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 166448 members 
Entering Unmasked Estep 
Score: -21396582.000000 Penalty: 5964.810547
	Iteration 15Q: 3 clusters Score -2.139658e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -21396696.000000 Penalty: 5964.810547
	Iteration 16Q: 3 clusters Score -2.13967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 166583 members 
Entering Unmasked Estep 
Score: -21396722.000000 Penalty: 5964.810547
	Iteration 17Q: 3 clusters Score -2.139672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -21396764.000000 Penalty: 5964.810547
	Iteration 18Q: 3 clusters Score -2.139676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -21396788.000000 Penalty: 5964.810547
	Iteration 19Q: 3 clusters Score -2.139679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -21396852.000000 Penalty: 5964.810547
	Iteration 20F: 3 clusters Score -2.139685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -21396852.000000 Penalty: 5964.810547
	Iteration 21Q: 3 clusters Score -2.139685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -21396866.000000 Penalty: 5964.810547
	Iteration 22Q: 3 clusters Score -2.139687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -21396860.000000 Penalty: 5964.810547
	Iteration 23Q: 3 clusters Score -2.139686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -21396860.000000 Penalty: 5964.810547
	Iteration 24Q: 3 clusters Score -2.139686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -21396870.000000 Penalty: 5964.810547
	Iteration 25Q: 3 clusters Score -2.139687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -21396886.000000 Penalty: 5964.810547
	Iteration 26Q: 3 clusters Score -2.139689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -21396896.000000 Penalty: 5964.810547
	Iteration 27Q: 3 clusters Score -2.13969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -21396888.000000 Penalty: 5964.810547
	Iteration 28Q: 3 clusters Score -2.139689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -21396890.000000 Penalty: 5964.810547
	Iteration 29Q: 3 clusters Score -2.139689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -21396908.000000 Penalty: 5964.810547
	Iteration 30Q: 3 clusters Score -2.139691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -21396906.000000 Penalty: 5964.810547
	Iteration 31Q: 3 clusters Score -2.139691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -21396910.000000 Penalty: 5964.810547
	Iteration 32Q: 3 clusters Score -2.139691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -21396926.000000 Penalty: 5964.810547
	Iteration 33Q: 3 clusters Score -2.139693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 166653 members 
Entering Unmasked Estep 
Score: -21396922.000000 Penalty: 5964.810547
	Iteration 34Q: 3 clusters Score -2.139692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -21396922.000000 Penalty: 5964.810547
	Iteration 35Q: 3 clusters Score -2.139692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 166657 members 
Entering Unmasked Estep 
Score: -21396914.000000 Penalty: 5964.810547
	Iteration 36Q: 3 clusters Score -2.139691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -21396920.000000 Penalty: 5964.810547
	Iteration 37Q: 3 clusters Score -2.139692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -21396920.000000 Penalty: 5964.810547
	Iteration 38F: 3 clusters Score -2.139692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179851 members 
Entering Unmasked Estep 
Score: -23093618.000000 Penalty: 3000.771240
	Iteration 0F: 2 clusters Score -2.309362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -22975664.000000 Penalty: 6001.542480
	Iteration 0F: 3 clusters Score -2.297566e+07 nChanged 86463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -23026160.000000 Penalty: 6001.542480
	Iteration 1F: 3 clusters Score -2.302616e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -23027132.000000 Penalty: 6001.542480
	Iteration 2Q: 3 clusters Score -2.302713e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -23028636.000000 Penalty: 6001.542480
	Iteration 3Q: 3 clusters Score -2.302864e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -23030692.000000 Penalty: 6001.542480
	Iteration 4Q: 3 clusters Score -2.303069e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
Score: -23033408.000000 Penalty: 6001.542480
	Iteration 5Q: 3 clusters Score -2.303341e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -23037906.000000 Penalty: 6001.542480
	Iteration 6Q: 3 clusters Score -2.303791e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -23044208.000000 Penalty: 6001.542480
	Iteration 7F: 3 clusters Score -2.304421e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -23052882.000000 Penalty: 6001.542480
	Iteration 8F: 3 clusters Score -2.305288e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -23062716.000000 Penalty: 6001.542480
	Iteration 9F: 3 clusters Score -2.306272e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -23070384.000000 Penalty: 6001.542480
	Iteration 10F: 3 clusters Score -2.307038e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -23074718.000000 Penalty: 6001.542480
	Iteration 11Q: 3 clusters Score -2.307472e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -23077056.000000 Penalty: 6001.542480
	Iteration 12Q: 3 clusters Score -2.307706e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136309 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -23078826.000000 Penalty: 6001.542480
	Iteration 13Q: 3 clusters Score -2.307883e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139674 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -23080308.000000 Penalty: 6001.542480
	Iteration 14Q: 3 clusters Score -2.308031e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142918 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -23081750.000000 Penalty: 6001.542480
	Iteration 15Q: 3 clusters Score -2.308175e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -23083024.000000 Penalty: 6001.542480
	Iteration 16Q: 3 clusters Score -2.308302e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -23084320.000000 Penalty: 6001.542480
	Iteration 17Q: 3 clusters Score -2.308432e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -23085436.000000 Penalty: 6001.542480
	Iteration 18Q: 3 clusters Score -2.308544e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -23086770.000000 Penalty: 6001.542480
	Iteration 19Q: 3 clusters Score -2.308677e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156477 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -23087510.000000 Penalty: 6001.542480
	Iteration 20F: 3 clusters Score -2.308751e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158584 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -23088314.000000 Penalty: 6001.542480
	Iteration 21Q: 3 clusters Score -2.308831e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160628 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -23088978.000000 Penalty: 6001.542480
	Iteration 22Q: 3 clusters Score -2.308898e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -23089868.000000 Penalty: 6001.542480
	Iteration 23Q: 3 clusters Score -2.308987e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -23090382.000000 Penalty: 6001.542480
	Iteration 24Q: 3 clusters Score -2.309038e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166037 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -23090866.000000 Penalty: 6001.542480
	Iteration 25Q: 3 clusters Score -2.309087e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -23091304.000000 Penalty: 6001.542480
	Iteration 26Q: 3 clusters Score -2.30913e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -23091716.000000 Penalty: 6001.542480
	Iteration 27Q: 3 clusters Score -2.309172e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169989 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -23091874.000000 Penalty: 6001.542480
	Iteration 28Q: 3 clusters Score -2.309187e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171079 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -23091948.000000 Penalty: 6001.542480
	Iteration 29Q: 3 clusters Score -2.309195e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -23092102.000000 Penalty: 6001.542480
	Iteration 30Q: 3 clusters Score -2.30921e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172844 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -23092140.000000 Penalty: 6001.542480
	Iteration 31Q: 3 clusters Score -2.309214e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173553 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -23092212.000000 Penalty: 6001.542480
	Iteration 32Q: 3 clusters Score -2.309221e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174154 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -23092236.000000 Penalty: 6001.542480
	Iteration 33Q: 3 clusters Score -2.309224e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174646 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -23092208.000000 Penalty: 6001.542480
	Iteration 34Q: 3 clusters Score -2.309221e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175083 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -23092250.000000 Penalty: 6001.542480
	Iteration 35Q: 3 clusters Score -2.309225e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175499 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -23092322.000000 Penalty: 6001.542480
	Iteration 36Q: 3 clusters Score -2.309232e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -23092314.000000 Penalty: 6001.542480
	Iteration 37Q: 3 clusters Score -2.309231e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -23092308.000000 Penalty: 6001.542480
	Iteration 38Q: 3 clusters Score -2.309231e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176395 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -23092298.000000 Penalty: 6001.542480
	Iteration 39Q: 3 clusters Score -2.30923e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23092270.000000 Penalty: 6001.542480
	Iteration 40F: 3 clusters Score -2.309227e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176786 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -23092304.000000 Penalty: 6001.542480
	Iteration 41Q: 3 clusters Score -2.30923e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176945 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -23092402.000000 Penalty: 6001.542480
	Iteration 42Q: 3 clusters Score -2.30924e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -23092360.000000 Penalty: 6001.542480
	Iteration 43Q: 3 clusters Score -2.309236e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23092350.000000 Penalty: 6001.542480
	Iteration 44Q: 3 clusters Score -2.309235e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177322 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -23092304.000000 Penalty: 6001.542480
	Iteration 45Q: 3 clusters Score -2.30923e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -23092346.000000 Penalty: 6001.542480
	Iteration 46Q: 3 clusters Score -2.309235e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177474 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -23092316.000000 Penalty: 6001.542480
	Iteration 47Q: 3 clusters Score -2.309232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177528 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -23092332.000000 Penalty: 6001.542480
	Iteration 48Q: 3 clusters Score -2.309233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177570 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -23092340.000000 Penalty: 6001.542480
	Iteration 49Q: 3 clusters Score -2.309234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177608 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -23092314.000000 Penalty: 6001.542480
	Iteration 50Q: 3 clusters Score -2.309231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177641 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -23092306.000000 Penalty: 6001.542480
	Iteration 51Q: 3 clusters Score -2.309231e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177669 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -23092308.000000 Penalty: 6001.542480
	Iteration 52Q: 3 clusters Score -2.309231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177691 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23092286.000000 Penalty: 6001.542480
	Iteration 53Q: 3 clusters Score -2.309229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177705 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23092266.000000 Penalty: 6001.542480
	Iteration 54Q: 3 clusters Score -2.309227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177714 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -23092268.000000 Penalty: 6001.542480
	Iteration 55Q: 3 clusters Score -2.309227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -23092250.000000 Penalty: 6001.542480
	Iteration 56Q: 3 clusters Score -2.309225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177732 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23092252.000000 Penalty: 6001.542480
	Iteration 57Q: 3 clusters Score -2.309225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -23092236.000000 Penalty: 6001.542480
	Iteration 58Q: 3 clusters Score -2.309224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177741 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -23092258.000000 Penalty: 6001.542480
	Iteration 59Q: 3 clusters Score -2.309226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -23092232.000000 Penalty: 6001.542480
	Iteration 60F: 3 clusters Score -2.309223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177747 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23092234.000000 Penalty: 6001.542480
	Iteration 61Q: 3 clusters Score -2.309223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23092240.000000 Penalty: 6001.542480
	Iteration 62Q: 3 clusters Score -2.309224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177751 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -23092248.000000 Penalty: 6001.542480
	Iteration 63Q: 3 clusters Score -2.309225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177751 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -23092248.000000 Penalty: 6001.542480
	Iteration 64F: 3 clusters Score -2.309225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33777.363281 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33777.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33861.582031 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33861.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33904.019531 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33904.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33913.972656 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33913.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33916.957031 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33916.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33918.203125 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -33918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33918.203125 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -33918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78140.906250 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78140.91 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78531.750000 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78531.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78851.593750 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78851.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79214.320312 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -79214.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79578.468750 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -79578.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79844.335938 Penalty: 3281.568359
	Iteration 5F: 3 clusters Score -79844.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80039.828125 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -80039.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -80135.796875 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -80135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80165.085938 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -80165.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80192.117188 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -80192.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -80198.890625 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -80198.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80202.109375 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -80202.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80202.109375 Penalty: 3281.568359
	Iteration 12F: 3 clusters Score -80202.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114125 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77262 members 
Mstep: Class 8 contains 190600 members 
Mstep: Class 9 contains 167013 members 
Mstep: Class 10 contains 179851 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 211 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 218898 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 18 contains 96436 members 
Mstep: Class 19 contains 30755 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32346 members 
Mstep: Class 22 contains 64140 members 
Entering Unmasked Estep 
Score: -149692960.000000 Penalty: 69388.398438
Splitting cluster 12 changes total score from -149694320.000000 to -149692960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 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 324 members 
Entering Unmasked Estep 
Score: -64173.566406 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64173.57 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64704.511719 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64704.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65132.328125 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -65132.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -65657.070312 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65657.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65884.250000 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65884.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65965.421875 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -65965.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66105.289062 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -66105.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66443.507812 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -66443.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66690.398438 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66698.281250 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66698.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66703.007812 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66703.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66703.210938 Penalty: 3214.862061
	Iteration 11F: 3 clusters Score -66703.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66729.578125 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66729.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -66766.515625 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -66766.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66827.382812 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -66827.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66842.109375 Penalty: 3214.862061
	Iteration 15F: 3 clusters Score -66842.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66868.414062 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -66868.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66875.976562 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -66875.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66875.976562 Penalty: 3214.862061
	Iteration 18F: 3 clusters Score -66875.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114125 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77262 members 
Mstep: Class 8 contains 190600 members 
Mstep: Class 9 contains 167013 members 
Mstep: Class 10 contains 179851 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 235 members 
Mstep: Class 14 contains 218898 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 18 contains 96436 members 
Mstep: Class 19 contains 30755 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32346 members 
Mstep: Class 22 contains 64140 members 
Entering Unmasked Estep 
Score: -149693472.000000 Penalty: 69388.398438
Splitting cluster 13 changes total score from -149694320.000000 to -149693472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (218898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218898 members 
Entering Unmasked Estep 
Score: -27962640.000000 Penalty: 3049.497559
	Iteration 0F: 2 clusters Score -2.796264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109329 members 
Mstep: Class 2 contains 109569 members 
Entering Unmasked Estep 
Score: -27823784.000000 Penalty: 6098.995117
	Iteration 0F: 3 clusters Score -2.782378e+07 nChanged 105047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -27885744.000000 Penalty: 6098.995117
	Iteration 1F: 3 clusters Score -2.788574e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -27887918.000000 Penalty: 6098.995117
	Iteration 2Q: 3 clusters Score -2.788792e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 116133 members 
Entering Unmasked Estep 
Score: -27891748.000000 Penalty: 6098.995117
	Iteration 3Q: 3 clusters Score -2.789175e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
Score: -27898264.000000 Penalty: 6098.995117
	Iteration 4Q: 3 clusters Score -2.789826e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -27908246.000000 Penalty: 6098.995117
	Iteration 5F: 3 clusters Score -2.790825e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 120353 members 
Entering Unmasked Estep 
Score: -27922326.000000 Penalty: 6098.995117
	Iteration 6F: 3 clusters Score -2.792233e+07 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 119298 members 
Entering Unmasked Estep 
Score: -27934698.000000 Penalty: 6098.995117
	Iteration 7F: 3 clusters Score -2.79347e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -27940182.000000 Penalty: 6098.995117
	Iteration 8F: 3 clusters Score -2.794018e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -27942374.000000 Penalty: 6098.995117
	Iteration 9Q: 3 clusters Score -2.794237e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -27943584.000000 Penalty: 6098.995117
	Iteration 10Q: 3 clusters Score -2.794358e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -27944674.000000 Penalty: 6098.995117
	Iteration 11Q: 3 clusters Score -2.794467e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107826 members 
Mstep: Class 2 contains 111072 members 
Entering Unmasked Estep 
Score: -27945682.000000 Penalty: 6098.995117
	Iteration 12Q: 3 clusters Score -2.794568e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -27946966.000000 Penalty: 6098.995117
	Iteration 13Q: 3 clusters Score -2.794697e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -27948528.000000 Penalty: 6098.995117
	Iteration 14Q: 3 clusters Score -2.794853e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116032 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -27949800.000000 Penalty: 6098.995117
	Iteration 15Q: 3 clusters Score -2.79498e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -27951264.000000 Penalty: 6098.995117
	Iteration 16Q: 3 clusters Score -2.795126e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -27952722.000000 Penalty: 6098.995117
	Iteration 17Q: 3 clusters Score -2.795272e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125537 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -27954074.000000 Penalty: 6098.995117
	Iteration 18Q: 3 clusters Score -2.795407e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -27955296.000000 Penalty: 6098.995117
	Iteration 19Q: 3 clusters Score -2.79553e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -27956252.000000 Penalty: 6098.995117
	Iteration 20F: 3 clusters Score -2.795625e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134560 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -27957200.000000 Penalty: 6098.995117
	Iteration 21Q: 3 clusters Score -2.79572e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137440 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -27958170.000000 Penalty: 6098.995117
	Iteration 22Q: 3 clusters Score -2.795817e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140184 members 
Mstep: Class 2 contains 78714 members 
Entering Unmasked Estep 
Score: -27958996.000000 Penalty: 6098.995117
	Iteration 23Q: 3 clusters Score -2.7959e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -27959794.000000 Penalty: 6098.995117
	Iteration 24Q: 3 clusters Score -2.795979e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145388 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -27960456.000000 Penalty: 6098.995117
	Iteration 25Q: 3 clusters Score -2.796046e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -27961092.000000 Penalty: 6098.995117
	Iteration 26Q: 3 clusters Score -2.796109e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -27961502.000000 Penalty: 6098.995117
	Iteration 27Q: 3 clusters Score -2.79615e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -27962078.000000 Penalty: 6098.995117
	Iteration 28Q: 3 clusters Score -2.796208e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -27962536.000000 Penalty: 6098.995117
	Iteration 29Q: 3 clusters Score -2.796254e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -27963138.000000 Penalty: 6098.995117
	Iteration 30Q: 3 clusters Score -2.796314e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158697 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -27963594.000000 Penalty: 6098.995117
	Iteration 31Q: 3 clusters Score -2.796359e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160673 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -27964024.000000 Penalty: 6098.995117
	Iteration 32Q: 3 clusters Score -2.796402e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -27964276.000000 Penalty: 6098.995117
	Iteration 33Q: 3 clusters Score -2.796428e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -27964606.000000 Penalty: 6098.995117
	Iteration 34Q: 3 clusters Score -2.796461e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -27965036.000000 Penalty: 6098.995117
	Iteration 35Q: 3 clusters Score -2.796504e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -27965384.000000 Penalty: 6098.995117
	Iteration 36Q: 3 clusters Score -2.796538e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -27965700.000000 Penalty: 6098.995117
	Iteration 37Q: 3 clusters Score -2.79657e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171564 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -27966128.000000 Penalty: 6098.995117
	Iteration 38Q: 3 clusters Score -2.796613e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -27966316.000000 Penalty: 6098.995117
	Iteration 39Q: 3 clusters Score -2.796632e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174796 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -27966586.000000 Penalty: 6098.995117
	Iteration 40F: 3 clusters Score -2.796659e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176282 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -27966702.000000 Penalty: 6098.995117
	Iteration 41Q: 3 clusters Score -2.79667e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177708 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -27966770.000000 Penalty: 6098.995117
	Iteration 42Q: 3 clusters Score -2.796677e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179080 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -27966784.000000 Penalty: 6098.995117
	Iteration 43Q: 3 clusters Score -2.796678e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180445 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -27966780.000000 Penalty: 6098.995117
	Iteration 44Q: 3 clusters Score -2.796678e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181758 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -27966942.000000 Penalty: 6098.995117
	Iteration 45Q: 3 clusters Score -2.796694e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183051 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -27966978.000000 Penalty: 6098.995117
	Iteration 46Q: 3 clusters Score -2.796698e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -27967092.000000 Penalty: 6098.995117
	Iteration 47Q: 3 clusters Score -2.796709e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185386 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -27967170.000000 Penalty: 6098.995117
	Iteration 48Q: 3 clusters Score -2.796717e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186518 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -27967146.000000 Penalty: 6098.995117
	Iteration 49Q: 3 clusters Score -2.796715e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187600 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -27967226.000000 Penalty: 6098.995117
	Iteration 50Q: 3 clusters Score -2.796723e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188639 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -27967190.000000 Penalty: 6098.995117
	Iteration 51Q: 3 clusters Score -2.796719e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189652 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -27967292.000000 Penalty: 6098.995117
	Iteration 52Q: 3 clusters Score -2.796729e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -27967292.000000 Penalty: 6098.995117
	Iteration 53Q: 3 clusters Score -2.796729e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191494 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -27967138.000000 Penalty: 6098.995117
	Iteration 54Q: 3 clusters Score -2.796714e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192360 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -27967072.000000 Penalty: 6098.995117
	Iteration 55Q: 3 clusters Score -2.796707e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193215 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -27966990.000000 Penalty: 6098.995117
	Iteration 56Q: 3 clusters Score -2.796699e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194022 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -27966950.000000 Penalty: 6098.995117
	Iteration 57Q: 3 clusters Score -2.796695e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194801 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -27966864.000000 Penalty: 6098.995117
	Iteration 58Q: 3 clusters Score -2.796686e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195541 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -27966884.000000 Penalty: 6098.995117
	Iteration 59Q: 3 clusters Score -2.796688e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196230 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -27966736.000000 Penalty: 6098.995117
	Iteration 60F: 3 clusters Score -2.796674e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196878 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -27966636.000000 Penalty: 6098.995117
	Iteration 61Q: 3 clusters Score -2.796664e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197506 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -27966654.000000 Penalty: 6098.995117
	Iteration 62Q: 3 clusters Score -2.796665e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198066 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -27966644.000000 Penalty: 6098.995117
	Iteration 63Q: 3 clusters Score -2.796664e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198639 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -27966636.000000 Penalty: 6098.995117
	Iteration 64Q: 3 clusters Score -2.796664e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199174 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -27966590.000000 Penalty: 6098.995117
	Iteration 65Q: 3 clusters Score -2.796659e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199687 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -27966472.000000 Penalty: 6098.995117
	Iteration 66Q: 3 clusters Score -2.796647e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200168 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -27966338.000000 Penalty: 6098.995117
	Iteration 67Q: 3 clusters Score -2.796634e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200637 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -27966200.000000 Penalty: 6098.995117
	Iteration 68Q: 3 clusters Score -2.79662e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201072 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -27966066.000000 Penalty: 6098.995117
	Iteration 69Q: 3 clusters Score -2.796607e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201512 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -27966062.000000 Penalty: 6098.995117
	Iteration 70Q: 3 clusters Score -2.796606e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201886 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -27965948.000000 Penalty: 6098.995117
	Iteration 71Q: 3 clusters Score -2.796595e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202227 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -27965912.000000 Penalty: 6098.995117
	Iteration 72Q: 3 clusters Score -2.796591e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202582 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -27965896.000000 Penalty: 6098.995117
	Iteration 73Q: 3 clusters Score -2.79659e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202927 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -27965872.000000 Penalty: 6098.995117
	Iteration 74Q: 3 clusters Score -2.796587e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.796573e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203543 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.796565e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203833 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.796551e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204135 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.796545e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204394 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.796537e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -27965316.000000 Penalty: 6098.995117
	Iteration 80F: 3 clusters Score -2.796532e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204847 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.796526e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205049 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.796527e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205248 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.79652e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205449 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -27965154.000000 Penalty: 6098.995117
	Iteration 84Q: 3 clusters Score -2.796515e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205620 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.796507e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205792 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.796502e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205951 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.796496e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206127 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.796499e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206278 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.796493e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206427 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.79649e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206559 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -27964906.000000 Penalty: 6098.995117
	Iteration 91Q: 3 clusters Score -2.796491e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206691 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -27964888.000000 Penalty: 6098.995117
	Iteration 92Q: 3 clusters Score -2.796489e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206810 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -27964820.000000 Penalty: 6098.995117
	Iteration 93Q: 3 clusters Score -2.796482e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206929 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.79648e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207048 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.796479e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207161 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.796481e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207271 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.796474e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207356 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.796474e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207447 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.79647e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -27964702.000000 Penalty: 6098.995117
	Iteration 100F: 3 clusters Score -2.79647e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207628 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.796471e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207723 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.796471e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207813 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.796465e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207905 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.796465e+07 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 207992 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.796466e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208071 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.796462e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208145 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.796458e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208225 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.796454e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208317 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.79645e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208399 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.796449e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208475 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.796449e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208555 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.796447e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208628 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.796444e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208686 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.796447e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208745 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.796443e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208808 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.79644e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208852 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.796435e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208898 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.796433e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208943 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.796435e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 208994 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.796432e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209033 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.796431e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209076 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.796431e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209118 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.79643e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209150 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.79643e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209177 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.796433e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209204 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.796431e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209233 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.796433e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209268 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.796432e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209298 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.79643e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209326 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.79643e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209344 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.79643e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209366 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.79643e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209387 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.796428e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209411 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.796426e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209434 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.796428e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209462 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.796426e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209480 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.796425e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209494 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.796423e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209509 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.796422e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209523 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.796424e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209533 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.796422e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209543 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.796424e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209551 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.796423e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209562 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.796423e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209570 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.796423e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209574 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.796423e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.796425e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.796425e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209583 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.796424e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209586 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.796423e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209589 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.796423e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209591 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.796425e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209593 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.796424e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209595 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.796423e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209596 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.796423e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209597 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.796424e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209599 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.796425e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209602 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.796424e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209604 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.796423e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209605 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.796423e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209606 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.796424e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209607 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.796425e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 209609 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -27964256.000000 Penalty: 6098.995117
	Iteration 163Q: 3 clusters Score -2.796426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209610 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -27964250.000000 Penalty: 6098.995117
	Iteration 164Q: 3 clusters Score -2.796425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209611 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -27964244.000000 Penalty: 6098.995117
	Iteration 165Q: 3 clusters Score -2.796424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209613 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -27964240.000000 Penalty: 6098.995117
	Iteration 166Q: 3 clusters Score -2.796424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209615 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -27964240.000000 Penalty: 6098.995117
	Iteration 167Q: 3 clusters Score -2.796424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209616 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -27964242.000000 Penalty: 6098.995117
	Iteration 168Q: 3 clusters Score -2.796424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209616 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -27964242.000000 Penalty: 6098.995117
	Iteration 169F: 3 clusters Score -2.796424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114125 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77262 members 
Mstep: Class 8 contains 190600 members 
Mstep: Class 9 contains 167013 members 
Mstep: Class 10 contains 179851 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 209616 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 18 contains 96436 members 
Mstep: Class 19 contains 30755 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32346 members 
Mstep: Class 22 contains 64140 members 
Entering Unmasked Estep 
Score: -149694624.000000 Penalty: 69388.398438
Splitting cluster 14 changes total score from -149694320.000000 to -149694624.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (96436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Entering Unmasked Estep 
Score: -12472636.000000 Penalty: 2846.205566
	Iteration 0F: 2 clusters Score -1.247264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -12408183.000000 Penalty: 5692.411133
	Iteration 0F: 3 clusters Score -1.240818e+07 nChanged 45458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -12434222.000000 Penalty: 5692.411133
	Iteration 1F: 3 clusters Score -1.243422e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -12434781.000000 Penalty: 5692.411133
	Iteration 2Q: 3 clusters Score -1.243478e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -12435231.000000 Penalty: 5692.411133
	Iteration 3Q: 3 clusters Score -1.243523e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -12436039.000000 Penalty: 5692.411133
	Iteration 4Q: 3 clusters Score -1.243604e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -12437178.000000 Penalty: 5692.411133
	Iteration 5Q: 3 clusters Score -1.243718e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -12439171.000000 Penalty: 5692.411133
	Iteration 6Q: 3 clusters Score -1.243917e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -12442894.000000 Penalty: 5692.411133
	Iteration 7F: 3 clusters Score -1.244289e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -12449068.000000 Penalty: 5692.411133
	Iteration 8F: 3 clusters Score -1.244907e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -12456988.000000 Penalty: 5692.411133
	Iteration 9F: 3 clusters Score -1.245699e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -12464143.000000 Penalty: 5692.411133
	Iteration 10F: 3 clusters Score -1.246414e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94280 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -12467978.000000 Penalty: 5692.411133
	Iteration 11Q: 3 clusters Score -1.246798e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12469373.000000 Penalty: 5692.411133
	Iteration 12Q: 3 clusters Score -1.246937e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12469758.000000 Penalty: 5692.411133
	Iteration 13Q: 3 clusters Score -1.246976e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12469925.000000 Penalty: 5692.411133
	Iteration 14Q: 3 clusters Score -1.246992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12469975.000000 Penalty: 5692.411133
	Iteration 15Q: 3 clusters Score -1.246998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12470016.000000 Penalty: 5692.411133
	Iteration 16Q: 3 clusters Score -1.247002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12470044.000000 Penalty: 5692.411133
	Iteration 17Q: 3 clusters Score -1.247004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12470038.000000 Penalty: 5692.411133
	Iteration 18Q: 3 clusters Score -1.247004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12470046.000000 Penalty: 5692.411133
	Iteration 19Q: 3 clusters Score -1.247005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12470046.000000 Penalty: 5692.411133
	Iteration 20F: 3 clusters Score -1.247005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12470048.000000 Penalty: 5692.411133
	Iteration 21Q: 3 clusters Score -1.247005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12470053.000000 Penalty: 5692.411133
	Iteration 22Q: 3 clusters Score -1.247005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12470050.000000 Penalty: 5692.411133
	Iteration 23Q: 3 clusters Score -1.247005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12470050.000000 Penalty: 5692.411133
	Iteration 24F: 3 clusters Score -1.247005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Entering Unmasked Estep 
Score: -4054543.250000 Penalty: 2562.784424
	Iteration 0F: 2 clusters Score -4054543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4033429.250000 Penalty: 5125.568848
	Iteration 0F: 3 clusters Score -4033429 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4040823.250000 Penalty: 5125.568848
	Iteration 1F: 3 clusters Score -4040823 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4041202.250000 Penalty: 5125.568848
	Iteration 2Q: 3 clusters Score -4041202 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4041489.500000 Penalty: 5125.568848
	Iteration 3Q: 3 clusters Score -4041490 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -4041726.750000 Penalty: 5125.568848
	Iteration 4Q: 3 clusters Score -4041727 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4041925.250000 Penalty: 5125.568848
	Iteration 5Q: 3 clusters Score -4041925 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4042066.250000 Penalty: 5125.568848
	Iteration 6Q: 3 clusters Score -4042066 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -4042240.250000 Penalty: 5125.568848
	Iteration 7Q: 3 clusters Score -4042240 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -4042429.250000 Penalty: 5125.568848
	Iteration 8Q: 3 clusters Score -4042429 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4042610.250000 Penalty: 5125.568848
	Iteration 9Q: 3 clusters Score -4042610 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4042923.250000 Penalty: 5125.568848
	Iteration 10Q: 3 clusters Score -4042923 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -4043289.000000 Penalty: 5125.568848
	Iteration 11Q: 3 clusters Score -4043289 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4043931.750000 Penalty: 5125.568848
	Iteration 12Q: 3 clusters Score -4043932 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4044974.500000 Penalty: 5125.568848
	Iteration 13F: 3 clusters Score -4044974 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -4046555.000000 Penalty: 5125.568848
	Iteration 14F: 3 clusters Score -4046555 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4048516.500000 Penalty: 5125.568848
	Iteration 15F: 3 clusters Score -4048516 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4050270.500000 Penalty: 5125.568848
	Iteration 16F: 3 clusters Score -4050270 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4051404.250000 Penalty: 5125.568848
	Iteration 17Q: 3 clusters Score -4051404 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4051866.750000 Penalty: 5125.568848
	Iteration 18Q: 3 clusters Score -4051867 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4052033.000000 Penalty: 5125.568848
	Iteration 19Q: 3 clusters Score -4052033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4052114.000000 Penalty: 5125.568848
	Iteration 20F: 3 clusters Score -4052114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -4052172.250000 Penalty: 5125.568848
	Iteration 21Q: 3 clusters Score -4052172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4052205.750000 Penalty: 5125.568848
	Iteration 22Q: 3 clusters Score -4052206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4052229.750000 Penalty: 5125.568848
	Iteration 23Q: 3 clusters Score -4052230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4052239.250000 Penalty: 5125.568848
	Iteration 24Q: 3 clusters Score -4052239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4052240.250000 Penalty: 5125.568848
	Iteration 25Q: 3 clusters Score -4052240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4052242.250000 Penalty: 5125.568848
	Iteration 26Q: 3 clusters Score -4052242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4052244.000000 Penalty: 5125.568848
	Iteration 27Q: 3 clusters Score -4052244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4052241.750000 Penalty: 5125.568848
	Iteration 28Q: 3 clusters Score -4052242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4052247.000000 Penalty: 5125.568848
	Iteration 29Q: 3 clusters Score -4052247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4052257.250000 Penalty: 5125.568848
	Iteration 30Q: 3 clusters Score -4052257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4052260.250000 Penalty: 5125.568848
	Iteration 31Q: 3 clusters Score -4052260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4052264.500000 Penalty: 5125.568848
	Iteration 32Q: 3 clusters Score -4052264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4052275.500000 Penalty: 5125.568848
	Iteration 33Q: 3 clusters Score -4052276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4052280.500000 Penalty: 5125.568848
	Iteration 34Q: 3 clusters Score -4052280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4052282.000000 Penalty: 5125.568848
	Iteration 35Q: 3 clusters Score -4052282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4052284.000000 Penalty: 5125.568848
	Iteration 36Q: 3 clusters Score -4052284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4052287.750000 Penalty: 5125.568848
	Iteration 37Q: 3 clusters Score -4052288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4052290.250000 Penalty: 5125.568848
	Iteration 38Q: 3 clusters Score -4052290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4052303.000000 Penalty: 5125.568848
	Iteration 39Q: 3 clusters Score -4052303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4052302.000000 Penalty: 5125.568848
	Iteration 40F: 3 clusters Score -4052302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4052303.000000 Penalty: 5125.568848
	Iteration 41Q: 3 clusters Score -4052303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4052304.000000 Penalty: 5125.568848
	Iteration 42Q: 3 clusters Score -4052304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4052304.000000 Penalty: 5125.568848
	Iteration 43F: 3 clusters Score -4052304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -240612.140625 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -240612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237968.234375 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -237968.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -238397.390625 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -238397.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238517.187500 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -238517.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -238597.250000 Penalty: 3774.982910
	Iteration 3Q: 3 clusters Score -238597.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -238645.593750 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -238645.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -238675.281250 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -238675.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238701.421875 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -238701.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -238720.906250 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -238720.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238736.703125 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -238736.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238745.937500 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -238745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -238751.765625 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -238751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238757.812500 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -238757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238763.796875 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -238763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -238772.437500 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -238772.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -238785.546875 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -238785.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -238798.609375 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -238798.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -238810.000000 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -238810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238819.093750 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -238819.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -238829.906250 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -238829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -238837.265625 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -238837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -238842.125000 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -238842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238846.671875 Penalty: 3774.982910
	Iteration 21Q: 3 clusters Score -238846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -238848.640625 Penalty: 3774.982910
	Iteration 22Q: 3 clusters Score -238848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238850.437500 Penalty: 3774.982910
	Iteration 23Q: 3 clusters Score -238850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238852.109375 Penalty: 3774.982910
	Iteration 24Q: 3 clusters Score -238852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238853.343750 Penalty: 3774.982910
	Iteration 25Q: 3 clusters Score -238853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238855.109375 Penalty: 3774.982910
	Iteration 26Q: 3 clusters Score -238855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238856.375000 Penalty: 3774.982910
	Iteration 27Q: 3 clusters Score -238856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -238857.937500 Penalty: 3774.982910
	Iteration 28Q: 3 clusters Score -238857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -238859.234375 Penalty: 3774.982910
	Iteration 29Q: 3 clusters Score -238859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -238860.859375 Penalty: 3774.982910
	Iteration 30Q: 3 clusters Score -238860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238861.843750 Penalty: 3774.982910
	Iteration 31Q: 3 clusters Score -238861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238862.593750 Penalty: 3774.982910
	Iteration 32Q: 3 clusters Score -238862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238863.500000 Penalty: 3774.982910
	Iteration 33Q: 3 clusters Score -238863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -238863.453125 Penalty: 3774.982910
	Iteration 34Q: 3 clusters Score -238863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238863.781250 Penalty: 3774.982910
	Iteration 35Q: 3 clusters Score -238863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238864.390625 Penalty: 3774.982910
	Iteration 36Q: 3 clusters Score -238864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238865.234375 Penalty: 3774.982910
	Iteration 37Q: 3 clusters Score -238865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238865.531250 Penalty: 3774.982910
	Iteration 38Q: 3 clusters Score -238865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -238865.531250 Penalty: 3774.982910
	Iteration 39F: 3 clusters Score -238865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Entering Unmasked Estep 
Score: -4152629.750000 Penalty: 2575.292969
	Iteration 0F: 2 clusters Score -4152630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4130631.000000 Penalty: 5150.585938
	Iteration 0F: 3 clusters Score -4130631 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4138586.500000 Penalty: 5150.585938
	Iteration 1F: 3 clusters Score -4138586 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4138969.000000 Penalty: 5150.585938
	Iteration 2Q: 3 clusters Score -4138969 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4139288.750000 Penalty: 5150.585938
	Iteration 3Q: 3 clusters Score -4139289 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4139548.250000 Penalty: 5150.585938
	Iteration 4Q: 3 clusters Score -4139548 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4139777.000000 Penalty: 5150.585938
	Iteration 5Q: 3 clusters Score -4139777 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4140018.250000 Penalty: 5150.585938
	Iteration 6Q: 3 clusters Score -4140018 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4140303.000000 Penalty: 5150.585938
	Iteration 7Q: 3 clusters Score -4140303 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4140671.500000 Penalty: 5150.585938
	Iteration 8Q: 3 clusters Score -4140672 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4141267.750000 Penalty: 5150.585938
	Iteration 9Q: 3 clusters Score -4141268 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4142167.000000 Penalty: 5150.585938
	Iteration 10F: 3 clusters Score -4142167 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4143467.000000 Penalty: 5150.585938
	Iteration 11F: 3 clusters Score -4143467 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4145229.500000 Penalty: 5150.585938
	Iteration 12F: 3 clusters Score -4145230 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4147043.750000 Penalty: 5150.585938
	Iteration 13F: 3 clusters Score -4147044 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4148605.500000 Penalty: 5150.585938
	Iteration 14Q: 3 clusters Score -4148606 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4149676.000000 Penalty: 5150.585938
	Iteration 15Q: 3 clusters Score -4149676 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4150372.250000 Penalty: 5150.585938
	Iteration 16Q: 3 clusters Score -4150372 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4150767.000000 Penalty: 5150.585938
	Iteration 17Q: 3 clusters Score -4150767 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4150921.750000 Penalty: 5150.585938
	Iteration 18Q: 3 clusters Score -4150922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4150980.000000 Penalty: 5150.585938
	Iteration 19Q: 3 clusters Score -4150980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4151009.250000 Penalty: 5150.585938
	Iteration 20F: 3 clusters Score -4151009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4151042.250000 Penalty: 5150.585938
	Iteration 21Q: 3 clusters Score -4151042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4151050.000000 Penalty: 5150.585938
	Iteration 22Q: 3 clusters Score -4151050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4151058.250000 Penalty: 5150.585938
	Iteration 23Q: 3 clusters Score -4151058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4151069.250000 Penalty: 5150.585938
	Iteration 24Q: 3 clusters Score -4151069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4151067.750000 Penalty: 5150.585938
	Iteration 25Q: 3 clusters Score -4151068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4151070.250000 Penalty: 5150.585938
	Iteration 26Q: 3 clusters Score -4151070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4151072.250000 Penalty: 5150.585938
	Iteration 27Q: 3 clusters Score -4151072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4151072.250000 Penalty: 5150.585938
	Iteration 28Q: 3 clusters Score -4151072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4151074.750000 Penalty: 5150.585938
	Iteration 29Q: 3 clusters Score -4151075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4151074.000000 Penalty: 5150.585938
	Iteration 30Q: 3 clusters Score -4151074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4151071.250000 Penalty: 5150.585938
	Iteration 31Q: 3 clusters Score -4151071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4151075.750000 Penalty: 5150.585938
	Iteration 32Q: 3 clusters Score -4151076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4151076.500000 Penalty: 5150.585938
	Iteration 33Q: 3 clusters Score -4151076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4151077.000000 Penalty: 5150.585938
	Iteration 34Q: 3 clusters Score -4151077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4151075.250000 Penalty: 5150.585938
	Iteration 35Q: 3 clusters Score -4151075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4151074.500000 Penalty: 5150.585938
	Iteration 36Q: 3 clusters Score -4151074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4151078.750000 Penalty: 5150.585938
	Iteration 37Q: 3 clusters Score -4151079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4151082.000000 Penalty: 5150.585938
	Iteration 38Q: 3 clusters Score -4151082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4151081.250000 Penalty: 5150.585938
	Iteration 39Q: 3 clusters Score -4151081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4151081.250000 Penalty: 5150.585938
	Iteration 40F: 3 clusters Score -4151081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Entering Unmasked Estep 
Score: -8305195.500000 Penalty: 2745.068359
	Iteration 0F: 2 clusters Score -8305196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -8262072.000000 Penalty: 5490.136719
	Iteration 0F: 3 clusters Score -8262072 nChanged 29820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -8278652.000000 Penalty: 5490.136719
	Iteration 1F: 3 clusters Score -8278652 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -8279256.000000 Penalty: 5490.136719
	Iteration 2Q: 3 clusters Score -8279256 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -8280045.000000 Penalty: 5490.136719
	Iteration 3Q: 3 clusters Score -8280045 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -8281255.000000 Penalty: 5490.136719
	Iteration 4Q: 3 clusters Score -8281255 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -8283331.500000 Penalty: 5490.136719
	Iteration 5F: 3 clusters Score -8283332 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -8286947.500000 Penalty: 5490.136719
	Iteration 6F: 3 clusters Score -8286948 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -8291999.500000 Penalty: 5490.136719
	Iteration 7F: 3 clusters Score -8292000 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -8297377.000000 Penalty: 5490.136719
	Iteration 8F: 3 clusters Score -8297377 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8300796.000000 Penalty: 5490.136719
	Iteration 9F: 3 clusters Score -8300796 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8302198.500000 Penalty: 5490.136719
	Iteration 10Q: 3 clusters Score -8302198 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8302700.000000 Penalty: 5490.136719
	Iteration 11Q: 3 clusters Score -8302700 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8302914.000000 Penalty: 5490.136719
	Iteration 12Q: 3 clusters Score -8302914 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8303065.500000 Penalty: 5490.136719
	Iteration 13Q: 3 clusters Score -8303066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8303169.500000 Penalty: 5490.136719
	Iteration 14Q: 3 clusters Score -8303170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8303215.000000 Penalty: 5490.136719
	Iteration 15Q: 3 clusters Score -8303215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8303233.000000 Penalty: 5490.136719
	Iteration 16Q: 3 clusters Score -8303233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8303256.500000 Penalty: 5490.136719
	Iteration 17Q: 3 clusters Score -8303256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8303282.500000 Penalty: 5490.136719
	Iteration 18Q: 3 clusters Score -8303282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8303295.500000 Penalty: 5490.136719
	Iteration 19Q: 3 clusters Score -8303296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8303299.500000 Penalty: 5490.136719
	Iteration 20F: 3 clusters Score -8303300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8303306.000000 Penalty: 5490.136719
	Iteration 21Q: 3 clusters Score -8303306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8303304.500000 Penalty: 5490.136719
	Iteration 22Q: 3 clusters Score -8303304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8303310.500000 Penalty: 5490.136719
	Iteration 23Q: 3 clusters Score -8303310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8303316.000000 Penalty: 5490.136719
	Iteration 24Q: 3 clusters Score -8303316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8303329.000000 Penalty: 5490.136719
	Iteration 25Q: 3 clusters Score -8303329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8303334.500000 Penalty: 5490.136719
	Iteration 26Q: 3 clusters Score -8303334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8303328.000000 Penalty: 5490.136719
	Iteration 27Q: 3 clusters Score -8303328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8303334.500000 Penalty: 5490.136719
	Iteration 28Q: 3 clusters Score -8303334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8303340.000000 Penalty: 5490.136719
	Iteration 29Q: 3 clusters Score -8303340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8303341.500000 Penalty: 5490.136719
	Iteration 30Q: 3 clusters Score -8303342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8303356.000000 Penalty: 5490.136719
	Iteration 31Q: 3 clusters Score -8303356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8303355.000000 Penalty: 5490.136719
	Iteration 32Q: 3 clusters Score -8303355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8303353.500000 Penalty: 5490.136719
	Iteration 33Q: 3 clusters Score -8303354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8303352.000000 Penalty: 5490.136719
	Iteration 34Q: 3 clusters Score -8303352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8303352.000000 Penalty: 5490.136719
	Iteration 35F: 3 clusters Score -8303352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 114125 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77262 members 
Mstep: Class 8 contains 190600 members 
Mstep: Class 9 contains 167013 members 
Mstep: Class 10 contains 179851 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 209616 members 
Mstep: Class 18 contains 96436 members 
Mstep: Class 19 contains 30755 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32346 members 
Mstep: Class 22 contains 64140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695232.000000 Penalty: 69388.398438
Iteration 359Q: 21 clusters Score -1.496952e+08 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113879 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 77734 members 
Mstep: Class 8 contains 190491 members 
Mstep: Class 9 contains 166770 members 
Mstep: Class 10 contains 179616 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 210146 members 
Mstep: Class 15 contains 9391 members 
Mstep: Class 18 contains 96317 members 
Mstep: Class 19 contains 30768 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32322 members 
Mstep: Class 22 contains 63991 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 360F: 21 clusters Score -1.496961e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113720 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4375 members 
Mstep: Class 7 contains 77498 members 
Mstep: Class 8 contains 190362 members 
Mstep: Class 9 contains 166583 members 
Mstep: Class 10 contains 179469 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 210598 members 
Mstep: Class 15 contains 9972 members 
Mstep: Class 18 contains 96242 members 
Mstep: Class 19 contains 30803 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 32308 members 
Mstep: Class 22 contains 63864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 361Q: 21 clusters Score -1.496969e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113597 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 77203 members 
Mstep: Class 8 contains 190276 members 
Mstep: Class 9 contains 166414 members 
Mstep: Class 10 contains 179336 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 211081 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 18 contains 96179 members 
Mstep: Class 19 contains 30828 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32320 members 
Mstep: Class 22 contains 63750 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 362Q: 21 clusters Score -1.496969e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113508 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4372 members 
Mstep: Class 7 contains 76869 members 
Mstep: Class 8 contains 190204 members 
Mstep: Class 9 contains 166268 members 
Mstep: Class 10 contains 179240 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 211535 members 
Mstep: Class 15 contains 10824 members 
Mstep: Class 18 contains 96121 members 
Mstep: Class 19 contains 30821 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32333 members 
Mstep: Class 22 contains 63674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 21 clusters Score -1.496972e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113442 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 76523 members 
Mstep: Class 8 contains 190159 members 
Mstep: Class 9 contains 166137 members 
Mstep: Class 10 contains 179165 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 211885 members 
Mstep: Class 15 contains 11215 members 
Mstep: Class 18 contains 96071 members 
Mstep: Class 19 contains 30819 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32347 members 
Mstep: Class 22 contains 63622 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 364Q: 21 clusters Score -1.496972e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113383 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 76162 members 
Mstep: Class 8 contains 190131 members 
Mstep: Class 9 contains 166004 members 
Mstep: Class 10 contains 179102 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 212258 members 
Mstep: Class 15 contains 11560 members 
Mstep: Class 18 contains 96030 members 
Mstep: Class 19 contains 30819 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32354 members 
Mstep: Class 22 contains 63573 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 365Q: 21 clusters Score -1.496972e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113356 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 75811 members 
Mstep: Class 8 contains 190095 members 
Mstep: Class 9 contains 165890 members 
Mstep: Class 10 contains 179066 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 212546 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 18 contains 95987 members 
Mstep: Class 19 contains 30801 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32365 members 
Mstep: Class 22 contains 63548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697248.000000 Penalty: 69388.398438
Iteration 366Q: 21 clusters Score -1.496972e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113328 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 75468 members 
Mstep: Class 8 contains 190106 members 
Mstep: Class 9 contains 165770 members 
Mstep: Class 10 contains 179045 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 212783 members 
Mstep: Class 15 contains 12246 members 
Mstep: Class 18 contains 95943 members 
Mstep: Class 19 contains 30809 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32364 members 
Mstep: Class 22 contains 63513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697280.000000 Penalty: 69388.398438
Iteration 367Q: 21 clusters Score -1.496973e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 75166 members 
Mstep: Class 8 contains 190093 members 
Mstep: Class 9 contains 165647 members 
Mstep: Class 10 contains 179041 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 213047 members 
Mstep: Class 15 contains 12530 members 
Mstep: Class 18 contains 95911 members 
Mstep: Class 19 contains 30798 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32372 members 
Mstep: Class 22 contains 63481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 368Q: 21 clusters Score -1.496974e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113275 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 74888 members 
Mstep: Class 8 contains 190080 members 
Mstep: Class 9 contains 165560 members 
Mstep: Class 10 contains 179039 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 213283 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 18 contains 95885 members 
Mstep: Class 19 contains 30766 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32363 members 
Mstep: Class 22 contains 63458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697712.000000 Penalty: 69388.398438
Iteration 369Q: 21 clusters Score -1.496977e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113241 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 74625 members 
Mstep: Class 8 contains 190076 members 
Mstep: Class 9 contains 165461 members 
Mstep: Class 10 contains 179057 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 213470 members 
Mstep: Class 15 contains 13050 members 
Mstep: Class 18 contains 95863 members 
Mstep: Class 19 contains 30762 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32364 members 
Mstep: Class 22 contains 63434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697696.000000 Penalty: 69388.398438
Iteration 370Q: 21 clusters Score -1.496977e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113215 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 74371 members 
Mstep: Class 8 contains 190059 members 
Mstep: Class 9 contains 165392 members 
Mstep: Class 10 contains 179080 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 213625 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 18 contains 95840 members 
Mstep: Class 19 contains 30759 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32371 members 
Mstep: Class 22 contains 63408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697520.000000 Penalty: 69388.398438
Iteration 371Q: 21 clusters Score -1.496975e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113197 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 74122 members 
Mstep: Class 8 contains 190059 members 
Mstep: Class 9 contains 165315 members 
Mstep: Class 10 contains 179088 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 213767 members 
Mstep: Class 15 contains 13518 members 
Mstep: Class 18 contains 95811 members 
Mstep: Class 19 contains 30772 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 32380 members 
Mstep: Class 22 contains 63391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697616.000000 Penalty: 69388.398438
Iteration 372Q: 21 clusters Score -1.496976e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113203 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 73908 members 
Mstep: Class 8 contains 190045 members 
Mstep: Class 9 contains 165239 members 
Mstep: Class 10 contains 179102 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 213899 members 
Mstep: Class 15 contains 13731 members 
Mstep: Class 18 contains 95794 members 
Mstep: Class 19 contains 30757 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 32386 members 
Mstep: Class 22 contains 63369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697552.000000 Penalty: 69388.398438
Iteration 373Q: 21 clusters Score -1.496976e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113200 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 73712 members 
Mstep: Class 8 contains 190026 members 
Mstep: Class 9 contains 165174 members 
Mstep: Class 10 contains 179104 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214046 members 
Mstep: Class 15 contains 13920 members 
Mstep: Class 18 contains 95776 members 
Mstep: Class 19 contains 30760 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32390 members 
Mstep: Class 22 contains 63338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697552.000000 Penalty: 69388.398438
Iteration 374Q: 21 clusters Score -1.496976e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113200 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 73512 members 
Mstep: Class 8 contains 190012 members 
Mstep: Class 9 contains 165106 members 
Mstep: Class 10 contains 179110 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214163 members 
Mstep: Class 15 contains 14113 members 
Mstep: Class 18 contains 95755 members 
Mstep: Class 19 contains 30788 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32387 members 
Mstep: Class 22 contains 63311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697584.000000 Penalty: 69388.398438
Iteration 375Q: 21 clusters Score -1.496976e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113195 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 73320 members 
Mstep: Class 8 contains 190003 members 
Mstep: Class 9 contains 165020 members 
Mstep: Class 10 contains 179132 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214277 members 
Mstep: Class 15 contains 14293 members 
Mstep: Class 18 contains 95738 members 
Mstep: Class 19 contains 30806 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32390 members 
Mstep: Class 22 contains 63289 members 
Entering Unmasked Estep 
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Iteration 376Q: 21 clusters Score -1.496974e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113194 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 73140 members 
Mstep: Class 8 contains 189999 members 
Mstep: Class 9 contains 164965 members 
Mstep: Class 10 contains 179138 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214375 members 
Mstep: Class 15 contains 14454 members 
Mstep: Class 18 contains 95701 members 
Mstep: Class 19 contains 30831 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32394 members 
Mstep: Class 22 contains 63274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 377Q: 21 clusters Score -1.496975e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113179 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 72975 members 
Mstep: Class 8 contains 190008 members 
Mstep: Class 9 contains 164899 members 
Mstep: Class 10 contains 179143 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214480 members 
Mstep: Class 15 contains 14597 members 
Mstep: Class 18 contains 95678 members 
Mstep: Class 19 contains 30856 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32407 members 
Mstep: Class 22 contains 63256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 378Q: 21 clusters Score -1.496973e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113164 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 72824 members 
Mstep: Class 8 contains 190007 members 
Mstep: Class 9 contains 164829 members 
Mstep: Class 10 contains 179140 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214591 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 18 contains 95645 members 
Mstep: Class 19 contains 30897 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32421 members 
Mstep: Class 22 contains 63239 members 
Entering Unmasked Estep 
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Iteration 379Q: 21 clusters Score -1.496972e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113144 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 72696 members 
Mstep: Class 8 contains 189991 members 
Mstep: Class 9 contains 164762 members 
Mstep: Class 10 contains 179150 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214704 members 
Mstep: Class 15 contains 14843 members 
Mstep: Class 18 contains 95622 members 
Mstep: Class 19 contains 30907 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32446 members 
Mstep: Class 22 contains 63235 members 
Entering Unmasked Estep 
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Iteration 380F: 21 clusters Score -1.496973e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113129 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 72587 members 
Mstep: Class 8 contains 189993 members 
Mstep: Class 9 contains 164697 members 
Mstep: Class 10 contains 179163 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214808 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 18 contains 95589 members 
Mstep: Class 19 contains 30932 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32455 members 
Mstep: Class 22 contains 63224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696976.000000 Penalty: 69388.398438
Iteration 381Q: 21 clusters Score -1.49697e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113125 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 72474 members 
Mstep: Class 8 contains 189980 members 
Mstep: Class 9 contains 164617 members 
Mstep: Class 10 contains 179194 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214883 members 
Mstep: Class 15 contains 15037 members 
Mstep: Class 18 contains 95564 members 
Mstep: Class 19 contains 30957 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32467 members 
Mstep: Class 22 contains 63223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696944.000000 Penalty: 69388.398438
Iteration 382Q: 21 clusters Score -1.496969e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113115 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 72349 members 
Mstep: Class 8 contains 189992 members 
Mstep: Class 9 contains 164535 members 
Mstep: Class 10 contains 179215 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 214964 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 18 contains 95546 members 
Mstep: Class 19 contains 30993 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 32471 members 
Mstep: Class 22 contains 63197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697104.000000 Penalty: 69388.398438
Iteration 383Q: 21 clusters Score -1.496971e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113109 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 72222 members 
Mstep: Class 8 contains 190021 members 
Mstep: Class 9 contains 164456 members 
Mstep: Class 10 contains 179206 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215037 members 
Mstep: Class 15 contains 15274 members 
Mstep: Class 18 contains 95528 members 
Mstep: Class 19 contains 31028 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 32486 members 
Mstep: Class 22 contains 63170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697104.000000 Penalty: 69388.398438
Iteration 384Q: 21 clusters Score -1.496971e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113091 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 72109 members 
Mstep: Class 8 contains 190030 members 
Mstep: Class 9 contains 164406 members 
Mstep: Class 10 contains 179206 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215091 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 18 contains 95515 members 
Mstep: Class 19 contains 31067 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32485 members 
Mstep: Class 22 contains 63164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696896.000000 Penalty: 69388.398438
Iteration 385Q: 21 clusters Score -1.496969e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113092 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 72002 members 
Mstep: Class 8 contains 190024 members 
Mstep: Class 9 contains 164355 members 
Mstep: Class 10 contains 179193 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215169 members 
Mstep: Class 15 contains 15495 members 
Mstep: Class 18 contains 95495 members 
Mstep: Class 19 contains 31109 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 32481 members 
Mstep: Class 22 contains 63146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696880.000000 Penalty: 69388.398438
Iteration 386Q: 21 clusters Score -1.496969e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113102 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 71880 members 
Mstep: Class 8 contains 190021 members 
Mstep: Class 9 contains 164312 members 
Mstep: Class 10 contains 179189 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215214 members 
Mstep: Class 15 contains 15619 members 
Mstep: Class 18 contains 95469 members 
Mstep: Class 19 contains 31157 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32478 members 
Mstep: Class 22 contains 63133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696976.000000 Penalty: 69388.398438
Iteration 387Q: 21 clusters Score -1.49697e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113104 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 71758 members 
Mstep: Class 8 contains 190010 members 
Mstep: Class 9 contains 164282 members 
Mstep: Class 10 contains 179186 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215255 members 
Mstep: Class 15 contains 15748 members 
Mstep: Class 18 contains 95444 members 
Mstep: Class 19 contains 31190 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32481 members 
Mstep: Class 22 contains 63126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697104.000000 Penalty: 69388.398438
Iteration 388Q: 21 clusters Score -1.496971e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113115 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 71642 members 
Mstep: Class 8 contains 189988 members 
Mstep: Class 9 contains 164237 members 
Mstep: Class 10 contains 179182 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215320 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 18 contains 95422 members 
Mstep: Class 19 contains 31230 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32479 members 
Mstep: Class 22 contains 63121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697072.000000 Penalty: 69388.398438
Iteration 389Q: 21 clusters Score -1.496971e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113115 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 71540 members 
Mstep: Class 8 contains 189964 members 
Mstep: Class 9 contains 164185 members 
Mstep: Class 10 contains 179187 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215371 members 
Mstep: Class 15 contains 15981 members 
Mstep: Class 18 contains 95401 members 
Mstep: Class 19 contains 31280 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32479 members 
Mstep: Class 22 contains 63111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697088.000000 Penalty: 69388.398438
Iteration 390Q: 21 clusters Score -1.496971e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113123 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 71433 members 
Mstep: Class 8 contains 189937 members 
Mstep: Class 9 contains 164133 members 
Mstep: Class 10 contains 179180 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215443 members 
Mstep: Class 15 contains 16086 members 
Mstep: Class 18 contains 95385 members 
Mstep: Class 19 contains 31330 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32473 members 
Mstep: Class 22 contains 63105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697136.000000 Penalty: 69388.398438
Iteration 391Q: 21 clusters Score -1.496971e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113121 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 71339 members 
Mstep: Class 8 contains 189939 members 
Mstep: Class 9 contains 164106 members 
Mstep: Class 10 contains 179176 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215493 members 
Mstep: Class 15 contains 16177 members 
Mstep: Class 18 contains 95364 members 
Mstep: Class 19 contains 31368 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32477 members 
Mstep: Class 22 contains 63084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697040.000000 Penalty: 69388.398438
Iteration 392Q: 21 clusters Score -1.49697e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113117 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 71252 members 
Mstep: Class 8 contains 189938 members 
Mstep: Class 9 contains 164089 members 
Mstep: Class 10 contains 179164 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215514 members 
Mstep: Class 15 contains 16276 members 
Mstep: Class 18 contains 95347 members 
Mstep: Class 19 contains 31416 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 32470 members 
Mstep: Class 22 contains 63078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697008.000000 Penalty: 69388.398438
Iteration 393Q: 21 clusters Score -1.49697e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113116 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 71169 members 
Mstep: Class 8 contains 189917 members 
Mstep: Class 9 contains 164074 members 
Mstep: Class 10 contains 179151 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215552 members 
Mstep: Class 15 contains 16382 members 
Mstep: Class 18 contains 95334 members 
Mstep: Class 19 contains 31446 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32470 members 
Mstep: Class 22 contains 63073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697136.000000 Penalty: 69388.398438
Iteration 394Q: 21 clusters Score -1.496971e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113126 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 71083 members 
Mstep: Class 8 contains 189905 members 
Mstep: Class 9 contains 164064 members 
Mstep: Class 10 contains 179127 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215599 members 
Mstep: Class 15 contains 16484 members 
Mstep: Class 18 contains 95315 members 
Mstep: Class 19 contains 31477 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32469 members 
Mstep: Class 22 contains 63061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697072.000000 Penalty: 69388.398438
Iteration 395Q: 21 clusters Score -1.496971e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113125 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 70996 members 
Mstep: Class 8 contains 189909 members 
Mstep: Class 9 contains 164038 members 
Mstep: Class 10 contains 179110 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215655 members 
Mstep: Class 15 contains 16575 members 
Mstep: Class 18 contains 95301 members 
Mstep: Class 19 contains 31500 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32470 members 
Mstep: Class 22 contains 63052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697152.000000 Penalty: 69388.398438
Iteration 396Q: 21 clusters Score -1.496972e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113129 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70918 members 
Mstep: Class 8 contains 189898 members 
Mstep: Class 9 contains 164011 members 
Mstep: Class 10 contains 179102 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215712 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 18 contains 95288 members 
Mstep: Class 19 contains 31519 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32479 members 
Mstep: Class 22 contains 63044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697120.000000 Penalty: 69388.398438
Iteration 397Q: 21 clusters Score -1.496971e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113143 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70850 members 
Mstep: Class 8 contains 189877 members 
Mstep: Class 9 contains 163993 members 
Mstep: Class 10 contains 179090 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215748 members 
Mstep: Class 15 contains 16733 members 
Mstep: Class 18 contains 95276 members 
Mstep: Class 19 contains 31544 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 63036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696896.000000 Penalty: 69388.398438
Iteration 398Q: 21 clusters Score -1.496969e+08 nChanged 408
Entering ConstructFrom: 
Score: -149696896.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -1021498.625000 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -1021499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1014853.187500 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -1014853 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1016697.250000 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -1016697 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1016947.375000 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -1016947 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1017134.437500 Penalty: 4477.460938
	Iteration 3Q: 3 clusters Score -1017134 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1017274.125000 Penalty: 4477.460938
	Iteration 4Q: 3 clusters Score -1017274 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1017381.750000 Penalty: 4477.460938
	Iteration 5Q: 3 clusters Score -1017382 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1017511.500000 Penalty: 4477.460938
	Iteration 6Q: 3 clusters Score -1017512 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1017669.625000 Penalty: 4477.460938
	Iteration 7Q: 3 clusters Score -1017670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1017860.187500 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -1017860 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1018070.062500 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -1018070 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1018258.937500 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -1018259 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1018444.250000 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -1018444 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1018598.437500 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -1018598 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1018723.750000 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -1018724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1018815.437500 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -1018815 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1018885.500000 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -1018886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1018943.937500 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -1018944 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1019004.000000 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -1019004 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1019045.000000 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -1019045 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1019083.562500 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -1019084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1019113.687500 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -1019114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1019140.937500 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -1019141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1019166.187500 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -1019166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1019184.500000 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -1019184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1019206.875000 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -1019207 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1019232.437500 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -1019232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1019253.750000 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -1019254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1019267.500000 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -1019268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1019279.187500 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -1019279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1019289.562500 Penalty: 4477.460938
	Iteration 29Q: 3 clusters Score -1019290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1019296.062500 Penalty: 4477.460938
	Iteration 30Q: 3 clusters Score -1019296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1019304.187500 Penalty: 4477.460938
	Iteration 31Q: 3 clusters Score -1019304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1019311.062500 Penalty: 4477.460938
	Iteration 32Q: 3 clusters Score -1019311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1019321.375000 Penalty: 4477.460938
	Iteration 33Q: 3 clusters Score -1019321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1019324.625000 Penalty: 4477.460938
	Iteration 34Q: 3 clusters Score -1019325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1019329.812500 Penalty: 4477.460938
	Iteration 35Q: 3 clusters Score -1019330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1019335.812500 Penalty: 4477.460938
	Iteration 36Q: 3 clusters Score -1019336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1019339.625000 Penalty: 4477.460938
	Iteration 37Q: 3 clusters Score -1019340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1019341.937500 Penalty: 4477.460938
	Iteration 38Q: 3 clusters Score -1019342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1019343.937500 Penalty: 4477.460938
	Iteration 39Q: 3 clusters Score -1019344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1019346.125000 Penalty: 4477.460938
	Iteration 40F: 3 clusters Score -1019346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1019351.500000 Penalty: 4477.460938
	Iteration 41Q: 3 clusters Score -1019352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1019353.312500 Penalty: 4477.460938
	Iteration 42Q: 3 clusters Score -1019353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1019354.937500 Penalty: 4477.460938
	Iteration 43Q: 3 clusters Score -1019355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1019356.625000 Penalty: 4477.460938
	Iteration 44Q: 3 clusters Score -1019357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1019360.687500 Penalty: 4477.460938
	Iteration 45Q: 3 clusters Score -1019361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1019364.187500 Penalty: 4477.460938
	Iteration 46Q: 3 clusters Score -1019364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1019370.000000 Penalty: 4477.460938
	Iteration 47Q: 3 clusters Score -1019370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1019376.500000 Penalty: 4477.460938
	Iteration 48Q: 3 clusters Score -1019376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1019380.375000 Penalty: 4477.460938
	Iteration 49Q: 3 clusters Score -1019380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1019382.937500 Penalty: 4477.460938
	Iteration 50Q: 3 clusters Score -1019383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1019390.500000 Penalty: 4477.460938
	Iteration 51Q: 3 clusters Score -1019390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1019395.562500 Penalty: 4477.460938
	Iteration 52Q: 3 clusters Score -1019396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1019397.437500 Penalty: 4477.460938
	Iteration 53Q: 3 clusters Score -1019397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1019398.312500 Penalty: 4477.460938
	Iteration 54Q: 3 clusters Score -1019398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1019399.062500 Penalty: 4477.460938
	Iteration 55Q: 3 clusters Score -1019399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1019406.375000 Penalty: 4477.460938
	Iteration 56Q: 3 clusters Score -1019406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1019410.562500 Penalty: 4477.460938
	Iteration 57Q: 3 clusters Score -1019411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1019416.062500 Penalty: 4477.460938
	Iteration 58Q: 3 clusters Score -1019416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1019420.375000 Penalty: 4477.460938
	Iteration 59Q: 3 clusters Score -1019420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1019426.062500 Penalty: 4477.460938
	Iteration 60F: 3 clusters Score -1019426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1019433.437500 Penalty: 4477.460938
	Iteration 61Q: 3 clusters Score -1019433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1019439.812500 Penalty: 4477.460938
	Iteration 62Q: 3 clusters Score -1019440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1019446.312500 Penalty: 4477.460938
	Iteration 63Q: 3 clusters Score -1019446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1019450.187500 Penalty: 4477.460938
	Iteration 64Q: 3 clusters Score -1019450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1019455.437500 Penalty: 4477.460938
	Iteration 65Q: 3 clusters Score -1019455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1019459.000000 Penalty: 4477.460938
	Iteration 66Q: 3 clusters Score -1019459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1019464.875000 Penalty: 4477.460938
	Iteration 67Q: 3 clusters Score -1019465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1019469.750000 Penalty: 4477.460938
	Iteration 68Q: 3 clusters Score -1019470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1019472.187500 Penalty: 4477.460938
	Iteration 69Q: 3 clusters Score -1019472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1019476.937500 Penalty: 4477.460938
	Iteration 70Q: 3 clusters Score -1019477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1019482.000000 Penalty: 4477.460938
	Iteration 71Q: 3 clusters Score -1019482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1019487.562500 Penalty: 4477.460938
	Iteration 72Q: 3 clusters Score -1019488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1019493.250000 Penalty: 4477.460938
	Iteration 73Q: 3 clusters Score -1019493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1019499.250000 Penalty: 4477.460938
	Iteration 74Q: 3 clusters Score -1019499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1019508.500000 Penalty: 4477.460938
	Iteration 75Q: 3 clusters Score -1019508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1019516.437500 Penalty: 4477.460938
	Iteration 76Q: 3 clusters Score -1019516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1019521.500000 Penalty: 4477.460938
	Iteration 77Q: 3 clusters Score -1019522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1019528.500000 Penalty: 4477.460938
	Iteration 78Q: 3 clusters Score -1019528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1019534.187500 Penalty: 4477.460938
	Iteration 79Q: 3 clusters Score -1019534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1019539.937500 Penalty: 4477.460938
	Iteration 80F: 3 clusters Score -1019540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1019545.187500 Penalty: 4477.460938
	Iteration 81Q: 3 clusters Score -1019545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1019546.875000 Penalty: 4477.460938
	Iteration 82Q: 3 clusters Score -1019547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1019553.437500 Penalty: 4477.460938
	Iteration 83Q: 3 clusters Score -1019553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1019562.750000 Penalty: 4477.460938
	Iteration 84Q: 3 clusters Score -1019563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1019568.625000 Penalty: 4477.460938
	Iteration 85Q: 3 clusters Score -1019569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1019574.687500 Penalty: 4477.460938
	Iteration 86Q: 3 clusters Score -1019575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1019580.625000 Penalty: 4477.460938
	Iteration 87Q: 3 clusters Score -1019581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1019584.875000 Penalty: 4477.460938
	Iteration 88Q: 3 clusters Score -1019585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1019589.687500 Penalty: 4477.460938
	Iteration 89Q: 3 clusters Score -1019590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1019592.812500 Penalty: 4477.460938
	Iteration 90Q: 3 clusters Score -1019593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1019595.125000 Penalty: 4477.460938
	Iteration 91Q: 3 clusters Score -1019595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1019597.000000 Penalty: 4477.460938
	Iteration 92Q: 3 clusters Score -1019597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1019599.000000 Penalty: 4477.460938
	Iteration 93Q: 3 clusters Score -1019599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1019601.500000 Penalty: 4477.460938
	Iteration 94Q: 3 clusters Score -1019602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1019603.875000 Penalty: 4477.460938
	Iteration 95Q: 3 clusters Score -1019604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1019607.937500 Penalty: 4477.460938
	Iteration 96Q: 3 clusters Score -1019608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1019610.562500 Penalty: 4477.460938
	Iteration 97Q: 3 clusters Score -1019611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1019612.500000 Penalty: 4477.460938
	Iteration 98Q: 3 clusters Score -1019612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1019615.375000 Penalty: 4477.460938
	Iteration 99Q: 3 clusters Score -1019615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1019616.500000 Penalty: 4477.460938
	Iteration 100F: 3 clusters Score -1019616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -56035.222656 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -56035.22 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 270 members 
Entering Unmasked Estep 
Score: -54571.222656 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -54571.22 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54730.906250 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -54730.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54770.929688 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -54770.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54778.253906 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -54778.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54781.421875 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -54781.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54781.421875 Penalty: 3073.436279
	Iteration 5F: 3 clusters Score -54781.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Entering Unmasked Estep 
Score: -14523015.000000 Penalty: 2885.851074
	Iteration 0F: 2 clusters Score -1.452302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -14447309.000000 Penalty: 5771.702148
	Iteration 0F: 3 clusters Score -1.444731e+07 nChanged 53815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -14478762.000000 Penalty: 5771.702148
	Iteration 1F: 3 clusters Score -1.447876e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -14479781.000000 Penalty: 5771.702148
	Iteration 2Q: 3 clusters Score -1.447978e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -14480905.000000 Penalty: 5771.702148
	Iteration 3Q: 3 clusters Score -1.44809e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -14482408.000000 Penalty: 5771.702148
	Iteration 4Q: 3 clusters Score -1.448241e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -14484568.000000 Penalty: 5771.702148
	Iteration 5Q: 3 clusters Score -1.448457e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -14488075.000000 Penalty: 5771.702148
	Iteration 6F: 3 clusters Score -1.448808e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -14493201.000000 Penalty: 5771.702148
	Iteration 7F: 3 clusters Score -1.44932e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -14499167.000000 Penalty: 5771.702148
	Iteration 8F: 3 clusters Score -1.449917e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78010 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -14503826.000000 Penalty: 5771.702148
	Iteration 9F: 3 clusters Score -1.450383e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -14506412.000000 Penalty: 5771.702148
	Iteration 10Q: 3 clusters Score -1.450641e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -14507871.000000 Penalty: 5771.702148
	Iteration 11Q: 3 clusters Score -1.450787e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -14509078.000000 Penalty: 5771.702148
	Iteration 12Q: 3 clusters Score -1.450908e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -14510224.000000 Penalty: 5771.702148
	Iteration 13Q: 3 clusters Score -1.451022e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -14511253.000000 Penalty: 5771.702148
	Iteration 14Q: 3 clusters Score -1.451125e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -14512293.000000 Penalty: 5771.702148
	Iteration 15Q: 3 clusters Score -1.451229e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -14513229.000000 Penalty: 5771.702148
	Iteration 16Q: 3 clusters Score -1.451323e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -14514188.000000 Penalty: 5771.702148
	Iteration 17Q: 3 clusters Score -1.451419e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -14515112.000000 Penalty: 5771.702148
	Iteration 18Q: 3 clusters Score -1.451511e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -14515986.000000 Penalty: 5771.702148
	Iteration 19Q: 3 clusters Score -1.451599e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -14516642.000000 Penalty: 5771.702148
	Iteration 20F: 3 clusters Score -1.451664e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -14517329.000000 Penalty: 5771.702148
	Iteration 21Q: 3 clusters Score -1.451733e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -14517947.000000 Penalty: 5771.702148
	Iteration 22Q: 3 clusters Score -1.451795e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -14518517.000000 Penalty: 5771.702148
	Iteration 23Q: 3 clusters Score -1.451852e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -14518951.000000 Penalty: 5771.702148
	Iteration 24Q: 3 clusters Score -1.451895e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -14519422.000000 Penalty: 5771.702148
	Iteration 25Q: 3 clusters Score -1.451942e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106152 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -14519705.000000 Penalty: 5771.702148
	Iteration 26Q: 3 clusters Score -1.45197e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106828 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -14519979.000000 Penalty: 5771.702148
	Iteration 27Q: 3 clusters Score -1.451998e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -14520209.000000 Penalty: 5771.702148
	Iteration 28Q: 3 clusters Score -1.452021e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -14520403.000000 Penalty: 5771.702148
	Iteration 29Q: 3 clusters Score -1.45204e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -14520532.000000 Penalty: 5771.702148
	Iteration 30Q: 3 clusters Score -1.452053e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -14520678.000000 Penalty: 5771.702148
	Iteration 31Q: 3 clusters Score -1.452068e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -14520737.000000 Penalty: 5771.702148
	Iteration 32Q: 3 clusters Score -1.452074e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -14520785.000000 Penalty: 5771.702148
	Iteration 33Q: 3 clusters Score -1.452078e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -14520826.000000 Penalty: 5771.702148
	Iteration 34Q: 3 clusters Score -1.452083e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -14520900.000000 Penalty: 5771.702148
	Iteration 35Q: 3 clusters Score -1.45209e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -14520930.000000 Penalty: 5771.702148
	Iteration 36Q: 3 clusters Score -1.452093e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109965 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -14520982.000000 Penalty: 5771.702148
	Iteration 37Q: 3 clusters Score -1.452098e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -14521018.000000 Penalty: 5771.702148
	Iteration 38Q: 3 clusters Score -1.452102e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -14521042.000000 Penalty: 5771.702148
	Iteration 39Q: 3 clusters Score -1.452104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -14521053.000000 Penalty: 5771.702148
	Iteration 40F: 3 clusters Score -1.452105e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -14521059.000000 Penalty: 5771.702148
	Iteration 41Q: 3 clusters Score -1.452106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -14521086.000000 Penalty: 5771.702148
	Iteration 42Q: 3 clusters Score -1.452109e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110401 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -14521098.000000 Penalty: 5771.702148
	Iteration 43Q: 3 clusters Score -1.45211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -14521098.000000 Penalty: 5771.702148
	Iteration 44Q: 3 clusters Score -1.45211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14521108.000000 Penalty: 5771.702148
	Iteration 45Q: 3 clusters Score -1.452111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -14521106.000000 Penalty: 5771.702148
	Iteration 46Q: 3 clusters Score -1.452111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14521128.000000 Penalty: 5771.702148
	Iteration 47Q: 3 clusters Score -1.452113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110503 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -14521127.000000 Penalty: 5771.702148
	Iteration 48Q: 3 clusters Score -1.452113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110507 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -14521117.000000 Penalty: 5771.702148
	Iteration 49Q: 3 clusters Score -1.452112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -14521114.000000 Penalty: 5771.702148
	Iteration 50Q: 3 clusters Score -1.452111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110514 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -14521122.000000 Penalty: 5771.702148
	Iteration 51Q: 3 clusters Score -1.452112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -14521125.000000 Penalty: 5771.702148
	Iteration 52Q: 3 clusters Score -1.452112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110518 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -14521122.000000 Penalty: 5771.702148
	Iteration 53Q: 3 clusters Score -1.452112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -14521122.000000 Penalty: 5771.702148
	Iteration 54Q: 3 clusters Score -1.452112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14521119.000000 Penalty: 5771.702148
	Iteration 55Q: 3 clusters Score -1.452112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110528 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14521117.000000 Penalty: 5771.702148
	Iteration 56Q: 3 clusters Score -1.452112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110534 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -14521112.000000 Penalty: 5771.702148
	Iteration 57Q: 3 clusters Score -1.452111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -14521115.000000 Penalty: 5771.702148
	Iteration 58Q: 3 clusters Score -1.452112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -14521113.000000 Penalty: 5771.702148
	Iteration 59Q: 3 clusters Score -1.452111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -14521098.000000 Penalty: 5771.702148
	Iteration 60F: 3 clusters Score -1.45211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -14521096.000000 Penalty: 5771.702148
	Iteration 61Q: 3 clusters Score -1.45211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110559 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -14521100.000000 Penalty: 5771.702148
	Iteration 62Q: 3 clusters Score -1.45211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110562 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -14521110.000000 Penalty: 5771.702148
	Iteration 63Q: 3 clusters Score -1.452111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110567 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -14521107.000000 Penalty: 5771.702148
	Iteration 64Q: 3 clusters Score -1.452111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -14521107.000000 Penalty: 5771.702148
	Iteration 65Q: 3 clusters Score -1.452111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -14521106.000000 Penalty: 5771.702148
	Iteration 66Q: 3 clusters Score -1.452111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110583 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -14521100.000000 Penalty: 5771.702148
	Iteration 67Q: 3 clusters Score -1.45211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -14521103.000000 Penalty: 5771.702148
	Iteration 68Q: 3 clusters Score -1.45211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -14521099.000000 Penalty: 5771.702148
	Iteration 69Q: 3 clusters Score -1.45211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -14521096.000000 Penalty: 5771.702148
	Iteration 70Q: 3 clusters Score -1.45211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110595 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -14521096.000000 Penalty: 5771.702148
	Iteration 71Q: 3 clusters Score -1.45211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -14521101.000000 Penalty: 5771.702148
	Iteration 72Q: 3 clusters Score -1.45211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -14521099.000000 Penalty: 5771.702148
	Iteration 73Q: 3 clusters Score -1.45211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -14521099.000000 Penalty: 5771.702148
	Iteration 74F: 3 clusters Score -1.45211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 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 292 members 
Entering Unmasked Estep 
Score: -58775.390625 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58775.39 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59130.992188 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59130.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59447.199219 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59447.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59750.187500 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59750.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60115.242188 Penalty: 3150.039307
	Iteration 4F: 3 clusters Score -60115.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60307.164062 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -60307.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60350.761719 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -60350.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60380.390625 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -60380.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60405.273438 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60405.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60422.070312 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60422.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60429.632812 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60429.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60449.285156 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60449.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60471.339844 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60471.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60487.578125 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60487.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60506.804688 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60512.574219 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60512.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60517.906250 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60517.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60528.800781 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60561.843750 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -60561.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60596.003906 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -60596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60636.695312 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -60636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60676.609375 Penalty: 3150.039307
	Iteration 21Q: 3 clusters Score -60676.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60714.632812 Penalty: 3150.039307
	Iteration 22Q: 3 clusters Score -60714.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60737.203125 Penalty: 3150.039307
	Iteration 23Q: 3 clusters Score -60737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60752.925781 Penalty: 3150.039307
	Iteration 24Q: 3 clusters Score -60752.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60760.226562 Penalty: 3150.039307
	Iteration 25Q: 3 clusters Score -60760.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60760.226562 Penalty: 3150.039307
	Iteration 26F: 3 clusters Score -60760.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113153 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70773 members 
Mstep: Class 8 contains 189863 members 
Mstep: Class 9 contains 163971 members 
Mstep: Class 10 contains 179082 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215778 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 18 contains 95268 members 
Mstep: Class 19 contains 31574 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 63030 members 
Entering Unmasked Estep 
Score: -149695376.000000 Penalty: 72857.820312
Splitting cluster 4 changes total score from -149696896.000000 to -149695376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51876.746094 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51876.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52316.363281 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52316.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52575.492188 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52575.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52793.714844 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52793.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52951.835938 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -52951.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53077.652344 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -53077.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53125.679688 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -53125.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53141.109375 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53141.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -53150.500000 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53157.535156 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53157.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53157.535156 Penalty: 3111.347168
	Iteration 10F: 3 clusters Score -53157.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -545791.000000 Penalty: 2078.750977
	Iteration 0F: 2 clusters Score -545791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -541670.625000 Penalty: 4157.501953
	Iteration 0F: 3 clusters Score -541670.6 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -542622.687500 Penalty: 4157.501953
	Iteration 1F: 3 clusters Score -542622.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -542812.937500 Penalty: 4157.501953
	Iteration 2F: 3 clusters Score -542812.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -542914.625000 Penalty: 4157.501953
	Iteration 3Q: 3 clusters Score -542914.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -542980.687500 Penalty: 4157.501953
	Iteration 4Q: 3 clusters Score -542980.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -543030.875000 Penalty: 4157.501953
	Iteration 5Q: 3 clusters Score -543030.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -543079.375000 Penalty: 4157.501953
	Iteration 6Q: 3 clusters Score -543079.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -543119.000000 Penalty: 4157.501953
	Iteration 7Q: 3 clusters Score -543119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -543153.875000 Penalty: 4157.501953
	Iteration 8Q: 3 clusters Score -543153.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -543192.125000 Penalty: 4157.501953
	Iteration 9Q: 3 clusters Score -543192.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -543231.062500 Penalty: 4157.501953
	Iteration 10Q: 3 clusters Score -543231.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -543272.062500 Penalty: 4157.501953
	Iteration 11Q: 3 clusters Score -543272.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -543303.375000 Penalty: 4157.501953
	Iteration 12Q: 3 clusters Score -543303.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -543325.812500 Penalty: 4157.501953
	Iteration 13Q: 3 clusters Score -543325.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -543347.750000 Penalty: 4157.501953
	Iteration 14Q: 3 clusters Score -543347.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -543368.250000 Penalty: 4157.501953
	Iteration 15Q: 3 clusters Score -543368.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -543388.875000 Penalty: 4157.501953
	Iteration 16Q: 3 clusters Score -543388.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -543414.250000 Penalty: 4157.501953
	Iteration 17Q: 3 clusters Score -543414.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -543452.187500 Penalty: 4157.501953
	Iteration 18Q: 3 clusters Score -543452.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -543506.875000 Penalty: 4157.501953
	Iteration 19Q: 3 clusters Score -543506.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -543575.875000 Penalty: 4157.501953
	Iteration 20F: 3 clusters Score -543575.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -543656.875000 Penalty: 4157.501953
	Iteration 21Q: 3 clusters Score -543656.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -543758.812500 Penalty: 4157.501953
	Iteration 22Q: 3 clusters Score -543758.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -543882.250000 Penalty: 4157.501953
	Iteration 23Q: 3 clusters Score -543882.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -543999.625000 Penalty: 4157.501953
	Iteration 24Q: 3 clusters Score -543999.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -544105.187500 Penalty: 4157.501953
	Iteration 25Q: 3 clusters Score -544105.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -544176.937500 Penalty: 4157.501953
	Iteration 26Q: 3 clusters Score -544176.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -544226.062500 Penalty: 4157.501953
	Iteration 27Q: 3 clusters Score -544226.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -544271.062500 Penalty: 4157.501953
	Iteration 28Q: 3 clusters Score -544271.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -544309.125000 Penalty: 4157.501953
	Iteration 29Q: 3 clusters Score -544309.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -544350.000000 Penalty: 4157.501953
	Iteration 30Q: 3 clusters Score -544350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -544392.937500 Penalty: 4157.501953
	Iteration 31Q: 3 clusters Score -544392.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -544444.187500 Penalty: 4157.501953
	Iteration 32Q: 3 clusters Score -544444.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -544496.250000 Penalty: 4157.501953
	Iteration 33Q: 3 clusters Score -544496.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -544569.875000 Penalty: 4157.501953
	Iteration 34Q: 3 clusters Score -544569.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -544645.375000 Penalty: 4157.501953
	Iteration 35Q: 3 clusters Score -544645.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -544741.000000 Penalty: 4157.501953
	Iteration 36Q: 3 clusters Score -544741 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -544871.062500 Penalty: 4157.501953
	Iteration 37Q: 3 clusters Score -544871.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -545036.812500 Penalty: 4157.501953
	Iteration 38Q: 3 clusters Score -545036.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -545272.562500 Penalty: 4157.501953
	Iteration 39Q: 3 clusters Score -545272.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -545442.187500 Penalty: 4157.501953
	Iteration 40F: 3 clusters Score -545442.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545493.687500 Penalty: 4157.501953
	Iteration 41Q: 3 clusters Score -545493.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -545519.687500 Penalty: 4157.501953
	Iteration 42Q: 3 clusters Score -545519.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -545532.125000 Penalty: 4157.501953
	Iteration 43Q: 3 clusters Score -545532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -545537.750000 Penalty: 4157.501953
	Iteration 44Q: 3 clusters Score -545537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -545538.687500 Penalty: 4157.501953
	Iteration 45Q: 3 clusters Score -545538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -545538.375000 Penalty: 4157.501953
	Iteration 46Q: 3 clusters Score -545538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -545539.312500 Penalty: 4157.501953
	Iteration 47Q: 3 clusters Score -545539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -545539.312500 Penalty: 4157.501953
	Iteration 48F: 3 clusters Score -545539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Entering Unmasked Estep 
Score: -8846747.000000 Penalty: 2769.473633
	Iteration 0F: 2 clusters Score -8846747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8799409.000000 Penalty: 5538.947266
	Iteration 0F: 3 clusters Score -8799409 nChanged 33119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -8818382.000000 Penalty: 5538.947266
	Iteration 1F: 3 clusters Score -8818382 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -8819365.000000 Penalty: 5538.947266
	Iteration 2Q: 3 clusters Score -8819365 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -8820849.000000 Penalty: 5538.947266
	Iteration 3Q: 3 clusters Score -8820849 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8823029.000000 Penalty: 5538.947266
	Iteration 4F: 3 clusters Score -8823029 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -8826525.000000 Penalty: 5538.947266
	Iteration 5F: 3 clusters Score -8826525 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -8831088.000000 Penalty: 5538.947266
	Iteration 6F: 3 clusters Score -8831088 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -8835777.000000 Penalty: 5538.947266
	Iteration 7F: 3 clusters Score -8835777 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -8839485.000000 Penalty: 5538.947266
	Iteration 8F: 3 clusters Score -8839485 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -8841844.000000 Penalty: 5538.947266
	Iteration 9Q: 3 clusters Score -8841844 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -8843123.000000 Penalty: 5538.947266
	Iteration 10Q: 3 clusters Score -8843123 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -8843732.000000 Penalty: 5538.947266
	Iteration 11Q: 3 clusters Score -8843732 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -8844058.000000 Penalty: 5538.947266
	Iteration 12Q: 3 clusters Score -8844058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -8844246.000000 Penalty: 5538.947266
	Iteration 13Q: 3 clusters Score -8844246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -8844366.000000 Penalty: 5538.947266
	Iteration 14Q: 3 clusters Score -8844366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -8844426.000000 Penalty: 5538.947266
	Iteration 15Q: 3 clusters Score -8844426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -8844476.000000 Penalty: 5538.947266
	Iteration 16Q: 3 clusters Score -8844476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 69363 members 
Entering Unmasked Estep 
Score: -8844514.000000 Penalty: 5538.947266
	Iteration 17Q: 3 clusters Score -8844514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -8844540.000000 Penalty: 5538.947266
	Iteration 18Q: 3 clusters Score -8844540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -8844576.000000 Penalty: 5538.947266
	Iteration 19Q: 3 clusters Score -8844576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -8844608.000000 Penalty: 5538.947266
	Iteration 20F: 3 clusters Score -8844608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -8844631.000000 Penalty: 5538.947266
	Iteration 21Q: 3 clusters Score -8844631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -8844660.000000 Penalty: 5538.947266
	Iteration 22Q: 3 clusters Score -8844660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -8844664.000000 Penalty: 5538.947266
	Iteration 23Q: 3 clusters Score -8844664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8844670.000000 Penalty: 5538.947266
	Iteration 24Q: 3 clusters Score -8844670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -8844671.000000 Penalty: 5538.947266
	Iteration 25Q: 3 clusters Score -8844671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -8844690.000000 Penalty: 5538.947266
	Iteration 26Q: 3 clusters Score -8844690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -8844695.000000 Penalty: 5538.947266
	Iteration 27Q: 3 clusters Score -8844695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -8844703.000000 Penalty: 5538.947266
	Iteration 28Q: 3 clusters Score -8844703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 69415 members 
Entering Unmasked Estep 
Score: -8844705.000000 Penalty: 5538.947266
	Iteration 29Q: 3 clusters Score -8844705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8844718.000000 Penalty: 5538.947266
	Iteration 30Q: 3 clusters Score -8844718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -8844710.000000 Penalty: 5538.947266
	Iteration 31Q: 3 clusters Score -8844710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8844709.000000 Penalty: 5538.947266
	Iteration 32Q: 3 clusters Score -8844709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8844716.000000 Penalty: 5538.947266
	Iteration 33Q: 3 clusters Score -8844716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -8844716.000000 Penalty: 5538.947266
	Iteration 34Q: 3 clusters Score -8844716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -8844718.000000 Penalty: 5538.947266
	Iteration 35Q: 3 clusters Score -8844718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -8844720.000000 Penalty: 5538.947266
	Iteration 36Q: 3 clusters Score -8844720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -8844722.000000 Penalty: 5538.947266
	Iteration 37Q: 3 clusters Score -8844722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -8844722.000000 Penalty: 5538.947266
	Iteration 38F: 3 clusters Score -8844722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189863 members 
Entering Unmasked Estep 
Score: -24350092.000000 Penalty: 3014.206543
	Iteration 0F: 2 clusters Score -2.435009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95534 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -24225348.000000 Penalty: 6028.413086
	Iteration 0F: 3 clusters Score -2.422535e+07 nChanged 91257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104453 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -24279332.000000 Penalty: 6028.413086
	Iteration 1F: 3 clusters Score -2.427933e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -24282184.000000 Penalty: 6028.413086
	Iteration 2Q: 3 clusters Score -2.428218e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119308 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -24287230.000000 Penalty: 6028.413086
	Iteration 3F: 3 clusters Score -2.428723e+07 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132212 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -24296658.000000 Penalty: 6028.413086
	Iteration 4F: 3 clusters Score -2.429666e+07 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148559 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -24310838.000000 Penalty: 6028.413086
	Iteration 5F: 3 clusters Score -2.431084e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -24326942.000000 Penalty: 6028.413086
	Iteration 6F: 3 clusters Score -2.432694e+07 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178069 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -24338986.000000 Penalty: 6028.413086
	Iteration 7F: 3 clusters Score -2.433899e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184520 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -24344740.000000 Penalty: 6028.413086
	Iteration 8Q: 3 clusters Score -2.434474e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186841 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -24346806.000000 Penalty: 6028.413086
	Iteration 9Q: 3 clusters Score -2.434681e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187616 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -24347470.000000 Penalty: 6028.413086
	Iteration 10Q: 3 clusters Score -2.434747e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -24347730.000000 Penalty: 6028.413086
	Iteration 11Q: 3 clusters Score -2.434773e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188067 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -24347848.000000 Penalty: 6028.413086
	Iteration 12Q: 3 clusters Score -2.434785e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188154 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -24347910.000000 Penalty: 6028.413086
	Iteration 13Q: 3 clusters Score -2.434791e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188212 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24348006.000000 Penalty: 6028.413086
	Iteration 14Q: 3 clusters Score -2.434801e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188256 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -24348004.000000 Penalty: 6028.413086
	Iteration 15Q: 3 clusters Score -2.4348e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188297 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -24348018.000000 Penalty: 6028.413086
	Iteration 16Q: 3 clusters Score -2.434802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188333 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -24348076.000000 Penalty: 6028.413086
	Iteration 17Q: 3 clusters Score -2.434808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188356 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -24348082.000000 Penalty: 6028.413086
	Iteration 18Q: 3 clusters Score -2.434808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188369 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -24348072.000000 Penalty: 6028.413086
	Iteration 19Q: 3 clusters Score -2.434807e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188375 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -24348060.000000 Penalty: 6028.413086
	Iteration 20F: 3 clusters Score -2.434806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188380 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -24348072.000000 Penalty: 6028.413086
	Iteration 21Q: 3 clusters Score -2.434807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188382 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24348072.000000 Penalty: 6028.413086
	Iteration 22Q: 3 clusters Score -2.434807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -24348072.000000 Penalty: 6028.413086
	Iteration 23Q: 3 clusters Score -2.434807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -24348078.000000 Penalty: 6028.413086
	Iteration 24Q: 3 clusters Score -2.434808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188401 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -24348090.000000 Penalty: 6028.413086
	Iteration 25Q: 3 clusters Score -2.434809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24348088.000000 Penalty: 6028.413086
	Iteration 26Q: 3 clusters Score -2.434809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188408 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -24348100.000000 Penalty: 6028.413086
	Iteration 27Q: 3 clusters Score -2.43481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -24348112.000000 Penalty: 6028.413086
	Iteration 28Q: 3 clusters Score -2.434811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188416 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -24348092.000000 Penalty: 6028.413086
	Iteration 29Q: 3 clusters Score -2.434809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188421 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -24348106.000000 Penalty: 6028.413086
	Iteration 30Q: 3 clusters Score -2.434811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188429 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -24348090.000000 Penalty: 6028.413086
	Iteration 31Q: 3 clusters Score -2.434809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188434 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -24348090.000000 Penalty: 6028.413086
	Iteration 32Q: 3 clusters Score -2.434809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188438 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -24348092.000000 Penalty: 6028.413086
	Iteration 33Q: 3 clusters Score -2.434809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188444 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -24348110.000000 Penalty: 6028.413086
	Iteration 34Q: 3 clusters Score -2.434811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188448 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -24348100.000000 Penalty: 6028.413086
	Iteration 35Q: 3 clusters Score -2.43481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -24348116.000000 Penalty: 6028.413086
	Iteration 36Q: 3 clusters Score -2.434812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188455 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -24348104.000000 Penalty: 6028.413086
	Iteration 37Q: 3 clusters Score -2.43481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188457 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -24348118.000000 Penalty: 6028.413086
	Iteration 38Q: 3 clusters Score -2.434812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -24348104.000000 Penalty: 6028.413086
	Iteration 39Q: 3 clusters Score -2.43481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188462 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -24348118.000000 Penalty: 6028.413086
	Iteration 40F: 3 clusters Score -2.434812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188465 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -24348104.000000 Penalty: 6028.413086
	Iteration 41Q: 3 clusters Score -2.43481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188466 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24348102.000000 Penalty: 6028.413086
	Iteration 42Q: 3 clusters Score -2.43481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188466 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24348102.000000 Penalty: 6028.413086
	Iteration 43F: 3 clusters Score -2.43481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163971 members 
Entering Unmasked Estep 
Score: -21013434.000000 Penalty: 2977.846191
	Iteration 0F: 2 clusters Score -2.101343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -20904048.000000 Penalty: 5955.692383
	Iteration 0F: 3 clusters Score -2.090405e+07 nChanged 78570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -20949194.000000 Penalty: 5955.692383
	Iteration 1F: 3 clusters Score -2.094919e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -20950236.000000 Penalty: 5955.692383
	Iteration 2Q: 3 clusters Score -2.095024e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -20951282.000000 Penalty: 5955.692383
	Iteration 3Q: 3 clusters Score -2.095128e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -20952426.000000 Penalty: 5955.692383
	Iteration 4Q: 3 clusters Score -2.095243e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -20954026.000000 Penalty: 5955.692383
	Iteration 5Q: 3 clusters Score -2.095403e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -20956212.000000 Penalty: 5955.692383
	Iteration 6Q: 3 clusters Score -2.095621e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -20959090.000000 Penalty: 5955.692383
	Iteration 7Q: 3 clusters Score -2.095909e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -20963254.000000 Penalty: 5955.692383
	Iteration 8Q: 3 clusters Score -2.096325e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -20969610.000000 Penalty: 5955.692383
	Iteration 9F: 3 clusters Score -2.096961e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -20977508.000000 Penalty: 5955.692383
	Iteration 10F: 3 clusters Score -2.097751e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -20984532.000000 Penalty: 5955.692383
	Iteration 11F: 3 clusters Score -2.098453e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -20988032.000000 Penalty: 5955.692383
	Iteration 12F: 3 clusters Score -2.098803e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -20989182.000000 Penalty: 5955.692383
	Iteration 13Q: 3 clusters Score -2.098918e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -20989700.000000 Penalty: 5955.692383
	Iteration 14Q: 3 clusters Score -2.09897e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -20989960.000000 Penalty: 5955.692383
	Iteration 15Q: 3 clusters Score -2.098996e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -20990290.000000 Penalty: 5955.692383
	Iteration 16Q: 3 clusters Score -2.099029e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -20990540.000000 Penalty: 5955.692383
	Iteration 17Q: 3 clusters Score -2.099054e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -20990914.000000 Penalty: 5955.692383
	Iteration 18Q: 3 clusters Score -2.099091e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -20991332.000000 Penalty: 5955.692383
	Iteration 19Q: 3 clusters Score -2.099133e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -20991810.000000 Penalty: 5955.692383
	Iteration 20F: 3 clusters Score -2.099181e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -20992396.000000 Penalty: 5955.692383
	Iteration 21Q: 3 clusters Score -2.09924e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -20993044.000000 Penalty: 5955.692383
	Iteration 22Q: 3 clusters Score -2.099304e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -20993680.000000 Penalty: 5955.692383
	Iteration 23Q: 3 clusters Score -2.099368e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -20994400.000000 Penalty: 5955.692383
	Iteration 24Q: 3 clusters Score -2.09944e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -20994874.000000 Penalty: 5955.692383
	Iteration 25Q: 3 clusters Score -2.099487e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -20995520.000000 Penalty: 5955.692383
	Iteration 26Q: 3 clusters Score -2.099552e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -20996162.000000 Penalty: 5955.692383
	Iteration 27Q: 3 clusters Score -2.099616e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 101751 members 
Entering Unmasked Estep 
Score: -20996556.000000 Penalty: 5955.692383
	Iteration 28Q: 3 clusters Score -2.099656e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -20997124.000000 Penalty: 5955.692383
	Iteration 29Q: 3 clusters Score -2.099712e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -20997546.000000 Penalty: 5955.692383
	Iteration 30Q: 3 clusters Score -2.099755e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 106985 members 
Entering Unmasked Estep 
Score: -20997926.000000 Penalty: 5955.692383
	Iteration 31Q: 3 clusters Score -2.099793e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 108681 members 
Entering Unmasked Estep 
Score: -20998318.000000 Penalty: 5955.692383
	Iteration 32Q: 3 clusters Score -2.099832e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -20998650.000000 Penalty: 5955.692383
	Iteration 33Q: 3 clusters Score -2.099865e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -20999018.000000 Penalty: 5955.692383
	Iteration 34Q: 3 clusters Score -2.099902e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -20999396.000000 Penalty: 5955.692383
	Iteration 35Q: 3 clusters Score -2.09994e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -20999780.000000 Penalty: 5955.692383
	Iteration 36Q: 3 clusters Score -2.099978e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -21000190.000000 Penalty: 5955.692383
	Iteration 37Q: 3 clusters Score -2.100019e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -21000644.000000 Penalty: 5955.692383
	Iteration 38Q: 3 clusters Score -2.100064e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 121798 members 
Entering Unmasked Estep 
Score: -21001114.000000 Penalty: 5955.692383
	Iteration 39Q: 3 clusters Score -2.100111e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 123780 members 
Entering Unmasked Estep 
Score: -21001486.000000 Penalty: 5955.692383
	Iteration 40F: 3 clusters Score -2.100149e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -21001964.000000 Penalty: 5955.692383
	Iteration 41Q: 3 clusters Score -2.100196e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 127801 members 
Entering Unmasked Estep 
Score: -21002476.000000 Penalty: 5955.692383
	Iteration 42Q: 3 clusters Score -2.100248e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 129863 members 
Entering Unmasked Estep 
Score: -21002956.000000 Penalty: 5955.692383
	Iteration 43Q: 3 clusters Score -2.100296e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 131913 members 
Entering Unmasked Estep 
Score: -21003546.000000 Penalty: 5955.692383
	Iteration 44Q: 3 clusters Score -2.100355e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 134000 members 
Entering Unmasked Estep 
Score: -21004122.000000 Penalty: 5955.692383
	Iteration 45Q: 3 clusters Score -2.100412e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 136031 members 
Entering Unmasked Estep 
Score: -21004714.000000 Penalty: 5955.692383
	Iteration 46Q: 3 clusters Score -2.100471e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 137977 members 
Entering Unmasked Estep 
Score: -21005226.000000 Penalty: 5955.692383
	Iteration 47Q: 3 clusters Score -2.100523e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 139893 members 
Entering Unmasked Estep 
Score: -21005720.000000 Penalty: 5955.692383
	Iteration 48Q: 3 clusters Score -2.100572e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 141813 members 
Entering Unmasked Estep 
Score: -21006314.000000 Penalty: 5955.692383
	Iteration 49Q: 3 clusters Score -2.100631e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 143563 members 
Entering Unmasked Estep 
Score: -21006784.000000 Penalty: 5955.692383
	Iteration 50Q: 3 clusters Score -2.100678e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -21007254.000000 Penalty: 5955.692383
	Iteration 51Q: 3 clusters Score -2.100725e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -21007826.000000 Penalty: 5955.692383
	Iteration 52Q: 3 clusters Score -2.100783e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -21008342.000000 Penalty: 5955.692383
	Iteration 53Q: 3 clusters Score -2.100834e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -21008874.000000 Penalty: 5955.692383
	Iteration 54Q: 3 clusters Score -2.100887e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -21009258.000000 Penalty: 5955.692383
	Iteration 55Q: 3 clusters Score -2.100926e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -21009658.000000 Penalty: 5955.692383
	Iteration 56Q: 3 clusters Score -2.100966e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 153443 members 
Entering Unmasked Estep 
Score: -21009976.000000 Penalty: 5955.692383
	Iteration 57Q: 3 clusters Score -2.100998e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -21010344.000000 Penalty: 5955.692383
	Iteration 58Q: 3 clusters Score -2.101034e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 155365 members 
Entering Unmasked Estep 
Score: -21010610.000000 Penalty: 5955.692383
	Iteration 59Q: 3 clusters Score -2.101061e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -21010862.000000 Penalty: 5955.692383
	Iteration 60F: 3 clusters Score -2.101086e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 156843 members 
Entering Unmasked Estep 
Score: -21011026.000000 Penalty: 5955.692383
	Iteration 61Q: 3 clusters Score -2.101103e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -21011174.000000 Penalty: 5955.692383
	Iteration 62Q: 3 clusters Score -2.101117e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -21011234.000000 Penalty: 5955.692383
	Iteration 63Q: 3 clusters Score -2.101123e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 158448 members 
Entering Unmasked Estep 
Score: -21011404.000000 Penalty: 5955.692383
	Iteration 64Q: 3 clusters Score -2.10114e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 158857 members 
Entering Unmasked Estep 
Score: -21011500.000000 Penalty: 5955.692383
	Iteration 65Q: 3 clusters Score -2.10115e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -21011590.000000 Penalty: 5955.692383
	Iteration 66Q: 3 clusters Score -2.101159e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -21011616.000000 Penalty: 5955.692383
	Iteration 67Q: 3 clusters Score -2.101162e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -21011680.000000 Penalty: 5955.692383
	Iteration 68Q: 3 clusters Score -2.101168e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -21011736.000000 Penalty: 5955.692383
	Iteration 69Q: 3 clusters Score -2.101174e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -21011756.000000 Penalty: 5955.692383
	Iteration 70Q: 3 clusters Score -2.101176e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 160300 members 
Entering Unmasked Estep 
Score: -21011758.000000 Penalty: 5955.692383
	Iteration 71Q: 3 clusters Score -2.101176e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 160409 members 
Entering Unmasked Estep 
Score: -21011790.000000 Penalty: 5955.692383
	Iteration 72Q: 3 clusters Score -2.101179e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -21011832.000000 Penalty: 5955.692383
	Iteration 73Q: 3 clusters Score -2.101183e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -21011854.000000 Penalty: 5955.692383
	Iteration 74Q: 3 clusters Score -2.101185e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 160744 members 
Entering Unmasked Estep 
Score: -21011904.000000 Penalty: 5955.692383
	Iteration 75Q: 3 clusters Score -2.10119e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -21011930.000000 Penalty: 5955.692383
	Iteration 76Q: 3 clusters Score -2.101193e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 160912 members 
Entering Unmasked Estep 
Score: -21011922.000000 Penalty: 5955.692383
	Iteration 77Q: 3 clusters Score -2.101192e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -21011904.000000 Penalty: 5955.692383
	Iteration 78Q: 3 clusters Score -2.10119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 161028 members 
Entering Unmasked Estep 
Score: -21011904.000000 Penalty: 5955.692383
	Iteration 79Q: 3 clusters Score -2.10119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -21011892.000000 Penalty: 5955.692383
	Iteration 80F: 3 clusters Score -2.101189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -21011894.000000 Penalty: 5955.692383
	Iteration 81Q: 3 clusters Score -2.101189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -21011900.000000 Penalty: 5955.692383
	Iteration 82Q: 3 clusters Score -2.10119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -21011870.000000 Penalty: 5955.692383
	Iteration 83Q: 3 clusters Score -2.101187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 161161 members 
Entering Unmasked Estep 
Score: -21011876.000000 Penalty: 5955.692383
	Iteration 84Q: 3 clusters Score -2.101188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -21011896.000000 Penalty: 5955.692383
	Iteration 85Q: 3 clusters Score -2.10119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 161193 members 
Entering Unmasked Estep 
Score: -21011894.000000 Penalty: 5955.692383
	Iteration 86Q: 3 clusters Score -2.101189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -21011890.000000 Penalty: 5955.692383
	Iteration 87Q: 3 clusters Score -2.101189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 161222 members 
Entering Unmasked Estep 
Score: -21011902.000000 Penalty: 5955.692383
	Iteration 88Q: 3 clusters Score -2.10119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -21011894.000000 Penalty: 5955.692383
	Iteration 89Q: 3 clusters Score -2.101189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 161243 members 
Entering Unmasked Estep 
Score: -21011886.000000 Penalty: 5955.692383
	Iteration 90Q: 3 clusters Score -2.101189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -21011896.000000 Penalty: 5955.692383
	Iteration 91Q: 3 clusters Score -2.10119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 161263 members 
Entering Unmasked Estep 
Score: -21011886.000000 Penalty: 5955.692383
	Iteration 92Q: 3 clusters Score -2.101189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 161276 members 
Entering Unmasked Estep 
Score: -21011892.000000 Penalty: 5955.692383
	Iteration 93Q: 3 clusters Score -2.101189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -21011892.000000 Penalty: 5955.692383
	Iteration 94Q: 3 clusters Score -2.101189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -21011880.000000 Penalty: 5955.692383
	Iteration 95Q: 3 clusters Score -2.101188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -21011912.000000 Penalty: 5955.692383
	Iteration 96Q: 3 clusters Score -2.101191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 161349 members 
Entering Unmasked Estep 
Score: -21011908.000000 Penalty: 5955.692383
	Iteration 97Q: 3 clusters Score -2.101191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -21011922.000000 Penalty: 5955.692383
	Iteration 98Q: 3 clusters Score -2.101192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 161384 members 
Entering Unmasked Estep 
Score: -21011902.000000 Penalty: 5955.692383
	Iteration 99Q: 3 clusters Score -2.10119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -21011904.000000 Penalty: 5955.692383
	Iteration 100F: 3 clusters Score -2.10119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -21011906.000000 Penalty: 5955.692383
	Iteration 101Q: 3 clusters Score -2.101191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -21011920.000000 Penalty: 5955.692383
	Iteration 102Q: 3 clusters Score -2.101192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -21011938.000000 Penalty: 5955.692383
	Iteration 103Q: 3 clusters Score -2.101194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -21011956.000000 Penalty: 5955.692383
	Iteration 104Q: 3 clusters Score -2.101196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -21011946.000000 Penalty: 5955.692383
	Iteration 105Q: 3 clusters Score -2.101195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -21011944.000000 Penalty: 5955.692383
	Iteration 106Q: 3 clusters Score -2.101194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -21011944.000000 Penalty: 5955.692383
	Iteration 107Q: 3 clusters Score -2.101194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 161439 members 
Entering Unmasked Estep 
Score: -21011950.000000 Penalty: 5955.692383
	Iteration 108Q: 3 clusters Score -2.101195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 161440 members 
Entering Unmasked Estep 
Score: -21011946.000000 Penalty: 5955.692383
	Iteration 109Q: 3 clusters Score -2.101195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 161440 members 
Entering Unmasked Estep 
Score: -21011946.000000 Penalty: 5955.692383
	Iteration 110F: 3 clusters Score -2.101195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (179082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Entering Unmasked Estep 
Score: -22997634.000000 Penalty: 2999.708496
	Iteration 0F: 2 clusters Score -2.299763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -22880944.000000 Penalty: 5999.416992
	Iteration 0F: 3 clusters Score -2.288094e+07 nChanged 85635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95771 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -22930562.000000 Penalty: 5999.416992
	Iteration 1F: 3 clusters Score -2.293056e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -22932404.000000 Penalty: 5999.416992
	Iteration 2Q: 3 clusters Score -2.29324e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -22935644.000000 Penalty: 5999.416992
	Iteration 3Q: 3 clusters Score -2.293564e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115495 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -22941810.000000 Penalty: 5999.416992
	Iteration 4F: 3 clusters Score -2.294181e+07 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -22952044.000000 Penalty: 5999.416992
	Iteration 5F: 3 clusters Score -2.295204e+07 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143573 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -22966526.000000 Penalty: 5999.416992
	Iteration 6F: 3 clusters Score -2.296653e+07 nChanged 14402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -22980474.000000 Penalty: 5999.416992
	Iteration 7F: 3 clusters Score -2.298047e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166613 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -22989216.000000 Penalty: 5999.416992
	Iteration 8F: 3 clusters Score -2.298922e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171355 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -22992938.000000 Penalty: 5999.416992
	Iteration 9Q: 3 clusters Score -2.299294e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173679 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -22994542.000000 Penalty: 5999.416992
	Iteration 10Q: 3 clusters Score -2.299454e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174943 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -22995188.000000 Penalty: 5999.416992
	Iteration 11Q: 3 clusters Score -2.299519e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175684 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22995652.000000 Penalty: 5999.416992
	Iteration 12Q: 3 clusters Score -2.299565e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176135 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -22995954.000000 Penalty: 5999.416992
	Iteration 13Q: 3 clusters Score -2.299595e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176426 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22996066.000000 Penalty: 5999.416992
	Iteration 14Q: 3 clusters Score -2.299607e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -22996124.000000 Penalty: 5999.416992
	Iteration 15Q: 3 clusters Score -2.299612e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176777 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -22996084.000000 Penalty: 5999.416992
	Iteration 16Q: 3 clusters Score -2.299608e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176876 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -22996064.000000 Penalty: 5999.416992
	Iteration 17Q: 3 clusters Score -2.299606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -22996084.000000 Penalty: 5999.416992
	Iteration 18Q: 3 clusters Score -2.299608e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177028 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22996096.000000 Penalty: 5999.416992
	Iteration 19Q: 3 clusters Score -2.29961e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177089 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22996130.000000 Penalty: 5999.416992
	Iteration 20F: 3 clusters Score -2.299613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22996110.000000 Penalty: 5999.416992
	Iteration 21Q: 3 clusters Score -2.299611e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177184 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22996092.000000 Penalty: 5999.416992
	Iteration 22Q: 3 clusters Score -2.299609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -22996098.000000 Penalty: 5999.416992
	Iteration 23Q: 3 clusters Score -2.29961e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -22996098.000000 Penalty: 5999.416992
	Iteration 24Q: 3 clusters Score -2.29961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177286 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22996088.000000 Penalty: 5999.416992
	Iteration 25Q: 3 clusters Score -2.299609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22996102.000000 Penalty: 5999.416992
	Iteration 26Q: 3 clusters Score -2.29961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177316 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22996108.000000 Penalty: 5999.416992
	Iteration 27Q: 3 clusters Score -2.299611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177334 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22996078.000000 Penalty: 5999.416992
	Iteration 28Q: 3 clusters Score -2.299608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177345 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -22996070.000000 Penalty: 5999.416992
	Iteration 29Q: 3 clusters Score -2.299607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177354 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22996080.000000 Penalty: 5999.416992
	Iteration 30Q: 3 clusters Score -2.299608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177361 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22996058.000000 Penalty: 5999.416992
	Iteration 31Q: 3 clusters Score -2.299606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22996064.000000 Penalty: 5999.416992
	Iteration 32Q: 3 clusters Score -2.299606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177367 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -22996056.000000 Penalty: 5999.416992
	Iteration 33Q: 3 clusters Score -2.299606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -22996080.000000 Penalty: 5999.416992
	Iteration 34Q: 3 clusters Score -2.299608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -22996080.000000 Penalty: 5999.416992
	Iteration 35Q: 3 clusters Score -2.299608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177376 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22996078.000000 Penalty: 5999.416992
	Iteration 36Q: 3 clusters Score -2.299608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177376 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22996078.000000 Penalty: 5999.416992
	Iteration 37F: 3 clusters Score -2.299608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 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 153 members 
Entering Unmasked Estep 
Score: -33705.988281 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33705.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33784.527344 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33784.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33808.882812 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33808.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33825.636719 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33825.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33833.589844 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33833.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33845.828125 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -33845.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33846.968750 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -33846.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33846.968750 Penalty: 2850.116943
	Iteration 7F: 3 clusters Score -33846.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 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 388 members 
Entering Unmasked Estep 
Score: -78179.265625 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78179.27 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78679.703125 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78679.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79123.250000 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -79123.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79640.585938 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -79640.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -79821.359375 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -79821.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -79938.750000 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -79938.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79987.968750 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -79987.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80025.476562 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -80025.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80039.828125 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -80039.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -80050.054688 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -80050.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80068.476562 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -80068.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80068.476562 Penalty: 3281.568359
	Iteration 11F: 3 clusters Score -80068.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113153 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70773 members 
Mstep: Class 8 contains 189863 members 
Mstep: Class 9 contains 163971 members 
Mstep: Class 10 contains 179082 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215778 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 18 contains 95268 members 
Mstep: Class 19 contains 31574 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 63030 members 
Entering Unmasked Estep 
Score: -149695248.000000 Penalty: 72857.820312
Splitting cluster 12 changes total score from -149696896.000000 to -149695248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64151.332031 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64151.33 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64552.949219 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64552.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64929.609375 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -64929.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65332.769531 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65332.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65745.460938 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -65745.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65954.507812 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -65954.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66095.007812 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -66095.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66220.281250 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -66220.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66443.179688 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66443.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66596.539062 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66596.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66676.015625 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66676.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66717.789062 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -66717.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66720.007812 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66720.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66720.007812 Penalty: 3214.862061
	Iteration 13F: 3 clusters Score -66720.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113153 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70773 members 
Mstep: Class 8 contains 189863 members 
Mstep: Class 9 contains 163971 members 
Mstep: Class 10 contains 179082 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 363 members 
Mstep: Class 14 contains 215778 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 16 contains 290 members 
Mstep: Class 18 contains 95268 members 
Mstep: Class 19 contains 31574 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 63030 members 
Entering Unmasked Estep 
Score: -149695872.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149696896.000000 to -149695872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (215778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215778 members 
Entering Unmasked Estep 
Score: -27587844.000000 Penalty: 3045.937256
	Iteration 0F: 2 clusters Score -2.758784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -27450034.000000 Penalty: 6091.874512
	Iteration 0F: 3 clusters Score -2.745003e+07 nChanged 104005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -27511266.000000 Penalty: 6091.874512
	Iteration 1F: 3 clusters Score -2.751127e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -27512218.000000 Penalty: 6091.874512
	Iteration 2Q: 3 clusters Score -2.751222e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -27513378.000000 Penalty: 6091.874512
	Iteration 3Q: 3 clusters Score -2.751338e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -27514866.000000 Penalty: 6091.874512
	Iteration 4Q: 3 clusters Score -2.751487e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -27517140.000000 Penalty: 6091.874512
	Iteration 5Q: 3 clusters Score -2.751714e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -27520782.000000 Penalty: 6091.874512
	Iteration 6Q: 3 clusters Score -2.752078e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -27526834.000000 Penalty: 6091.874512
	Iteration 7Q: 3 clusters Score -2.752683e+07 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110216 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -27537054.000000 Penalty: 6091.874512
	Iteration 8F: 3 clusters Score -2.753705e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -27549390.000000 Penalty: 6091.874512
	Iteration 9F: 3 clusters Score -2.754939e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112309 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -27557594.000000 Penalty: 6091.874512
	Iteration 10F: 3 clusters Score -2.755759e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 102851 members 
Entering Unmasked Estep 
Score: -27560804.000000 Penalty: 6091.874512
	Iteration 11Q: 3 clusters Score -2.75608e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113566 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -27562728.000000 Penalty: 6091.874512
	Iteration 12Q: 3 clusters Score -2.756273e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -27564584.000000 Penalty: 6091.874512
	Iteration 13Q: 3 clusters Score -2.756458e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -27566142.000000 Penalty: 6091.874512
	Iteration 14Q: 3 clusters Score -2.756614e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -27568210.000000 Penalty: 6091.874512
	Iteration 15Q: 3 clusters Score -2.756821e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119082 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -27570000.000000 Penalty: 6091.874512
	Iteration 16Q: 3 clusters Score -2.757e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -27571994.000000 Penalty: 6091.874512
	Iteration 17Q: 3 clusters Score -2.757199e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -27573916.000000 Penalty: 6091.874512
	Iteration 18Q: 3 clusters Score -2.757392e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -27575958.000000 Penalty: 6091.874512
	Iteration 19Q: 3 clusters Score -2.757596e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -27577608.000000 Penalty: 6091.874512
	Iteration 20F: 3 clusters Score -2.757761e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130963 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -27579162.000000 Penalty: 6091.874512
	Iteration 21Q: 3 clusters Score -2.757916e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -27580760.000000 Penalty: 6091.874512
	Iteration 22Q: 3 clusters Score -2.758076e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136000 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -27581934.000000 Penalty: 6091.874512
	Iteration 23Q: 3 clusters Score -2.758193e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138413 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -27582912.000000 Penalty: 6091.874512
	Iteration 24Q: 3 clusters Score -2.758291e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140623 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -27583658.000000 Penalty: 6091.874512
	Iteration 25Q: 3 clusters Score -2.758366e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142697 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -27584230.000000 Penalty: 6091.874512
	Iteration 26Q: 3 clusters Score -2.758423e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -27584754.000000 Penalty: 6091.874512
	Iteration 27Q: 3 clusters Score -2.758475e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146521 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -27585162.000000 Penalty: 6091.874512
	Iteration 28Q: 3 clusters Score -2.758516e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -27585480.000000 Penalty: 6091.874512
	Iteration 29Q: 3 clusters Score -2.758548e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -27585866.000000 Penalty: 6091.874512
	Iteration 30Q: 3 clusters Score -2.758587e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -27586260.000000 Penalty: 6091.874512
	Iteration 31Q: 3 clusters Score -2.758626e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -27586520.000000 Penalty: 6091.874512
	Iteration 32Q: 3 clusters Score -2.758652e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154766 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -27586822.000000 Penalty: 6091.874512
	Iteration 33Q: 3 clusters Score -2.758682e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156241 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -27587108.000000 Penalty: 6091.874512
	Iteration 34Q: 3 clusters Score -2.758711e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157637 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -27587282.000000 Penalty: 6091.874512
	Iteration 35Q: 3 clusters Score -2.758728e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -27587476.000000 Penalty: 6091.874512
	Iteration 36Q: 3 clusters Score -2.758748e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160272 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -27587756.000000 Penalty: 6091.874512
	Iteration 37Q: 3 clusters Score -2.758776e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -27587974.000000 Penalty: 6091.874512
	Iteration 38Q: 3 clusters Score -2.758797e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162770 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -27588190.000000 Penalty: 6091.874512
	Iteration 39Q: 3 clusters Score -2.758819e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163944 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -27588350.000000 Penalty: 6091.874512
	Iteration 40F: 3 clusters Score -2.758835e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165053 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -27588428.000000 Penalty: 6091.874512
	Iteration 41Q: 3 clusters Score -2.758843e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166142 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -27588542.000000 Penalty: 6091.874512
	Iteration 42Q: 3 clusters Score -2.758854e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167264 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -27588674.000000 Penalty: 6091.874512
	Iteration 43Q: 3 clusters Score -2.758867e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168339 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -27588810.000000 Penalty: 6091.874512
	Iteration 44Q: 3 clusters Score -2.758881e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -27589042.000000 Penalty: 6091.874512
	Iteration 45Q: 3 clusters Score -2.758904e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -27589212.000000 Penalty: 6091.874512
	Iteration 46Q: 3 clusters Score -2.758921e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -27589244.000000 Penalty: 6091.874512
	Iteration 47Q: 3 clusters Score -2.758924e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -27589402.000000 Penalty: 6091.874512
	Iteration 48Q: 3 clusters Score -2.75894e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -27589494.000000 Penalty: 6091.874512
	Iteration 49Q: 3 clusters Score -2.758949e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -27589708.000000 Penalty: 6091.874512
	Iteration 50Q: 3 clusters Score -2.758971e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175463 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -27589790.000000 Penalty: 6091.874512
	Iteration 51Q: 3 clusters Score -2.758979e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -27589822.000000 Penalty: 6091.874512
	Iteration 52Q: 3 clusters Score -2.758982e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -27590034.000000 Penalty: 6091.874512
	Iteration 53Q: 3 clusters Score -2.759003e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178319 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -27590112.000000 Penalty: 6091.874512
	Iteration 54Q: 3 clusters Score -2.759011e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -27590196.000000 Penalty: 6091.874512
	Iteration 55Q: 3 clusters Score -2.75902e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180179 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -27590112.000000 Penalty: 6091.874512
	Iteration 56Q: 3 clusters Score -2.759011e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181038 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -27590220.000000 Penalty: 6091.874512
	Iteration 57Q: 3 clusters Score -2.759022e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -27590252.000000 Penalty: 6091.874512
	Iteration 58Q: 3 clusters Score -2.759025e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182709 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -27590266.000000 Penalty: 6091.874512
	Iteration 59Q: 3 clusters Score -2.759027e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183529 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -27590226.000000 Penalty: 6091.874512
	Iteration 60F: 3 clusters Score -2.759023e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -27590154.000000 Penalty: 6091.874512
	Iteration 61Q: 3 clusters Score -2.759015e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185189 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -27590236.000000 Penalty: 6091.874512
	Iteration 62Q: 3 clusters Score -2.759024e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186043 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -27590170.000000 Penalty: 6091.874512
	Iteration 63Q: 3 clusters Score -2.759017e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -27590070.000000 Penalty: 6091.874512
	Iteration 64Q: 3 clusters Score -2.759007e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -27590058.000000 Penalty: 6091.874512
	Iteration 65Q: 3 clusters Score -2.759006e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -27589998.000000 Penalty: 6091.874512
	Iteration 66Q: 3 clusters Score -2.759e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188831 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -27589984.000000 Penalty: 6091.874512
	Iteration 67Q: 3 clusters Score -2.758998e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189443 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -27589966.000000 Penalty: 6091.874512
	Iteration 68Q: 3 clusters Score -2.758997e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190015 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -27589960.000000 Penalty: 6091.874512
	Iteration 69Q: 3 clusters Score -2.758996e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190521 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -27589980.000000 Penalty: 6091.874512
	Iteration 70Q: 3 clusters Score -2.758998e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191004 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -27590000.000000 Penalty: 6091.874512
	Iteration 71Q: 3 clusters Score -2.759e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -27589986.000000 Penalty: 6091.874512
	Iteration 72Q: 3 clusters Score -2.758999e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191948 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -27589922.000000 Penalty: 6091.874512
	Iteration 73Q: 3 clusters Score -2.758992e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192384 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -27589940.000000 Penalty: 6091.874512
	Iteration 74Q: 3 clusters Score -2.758994e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192764 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -27589908.000000 Penalty: 6091.874512
	Iteration 75Q: 3 clusters Score -2.758991e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193137 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -27589902.000000 Penalty: 6091.874512
	Iteration 76Q: 3 clusters Score -2.75899e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193475 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -27589834.000000 Penalty: 6091.874512
	Iteration 77Q: 3 clusters Score -2.758983e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193813 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -27589814.000000 Penalty: 6091.874512
	Iteration 78Q: 3 clusters Score -2.758981e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194156 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -27589776.000000 Penalty: 6091.874512
	Iteration 79Q: 3 clusters Score -2.758978e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -27589828.000000 Penalty: 6091.874512
	Iteration 80F: 3 clusters Score -2.758983e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194799 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -27589766.000000 Penalty: 6091.874512
	Iteration 81Q: 3 clusters Score -2.758977e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -27589710.000000 Penalty: 6091.874512
	Iteration 82Q: 3 clusters Score -2.758971e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195385 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -27589674.000000 Penalty: 6091.874512
	Iteration 83Q: 3 clusters Score -2.758967e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195681 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -27589606.000000 Penalty: 6091.874512
	Iteration 84Q: 3 clusters Score -2.758961e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195998 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -27589586.000000 Penalty: 6091.874512
	Iteration 85Q: 3 clusters Score -2.758959e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196311 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -27589496.000000 Penalty: 6091.874512
	Iteration 86Q: 3 clusters Score -2.75895e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196616 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -27589464.000000 Penalty: 6091.874512
	Iteration 87Q: 3 clusters Score -2.758946e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196942 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -27589498.000000 Penalty: 6091.874512
	Iteration 88Q: 3 clusters Score -2.75895e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197230 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -27589482.000000 Penalty: 6091.874512
	Iteration 89Q: 3 clusters Score -2.758948e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197495 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -27589382.000000 Penalty: 6091.874512
	Iteration 90Q: 3 clusters Score -2.758938e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197736 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -27589302.000000 Penalty: 6091.874512
	Iteration 91Q: 3 clusters Score -2.75893e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197960 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -27589262.000000 Penalty: 6091.874512
	Iteration 92Q: 3 clusters Score -2.758926e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198189 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -27589146.000000 Penalty: 6091.874512
	Iteration 93Q: 3 clusters Score -2.758915e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198405 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -27589136.000000 Penalty: 6091.874512
	Iteration 94Q: 3 clusters Score -2.758914e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198626 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -27589050.000000 Penalty: 6091.874512
	Iteration 95Q: 3 clusters Score -2.758905e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198851 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -27588972.000000 Penalty: 6091.874512
	Iteration 96Q: 3 clusters Score -2.758897e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199064 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -27588898.000000 Penalty: 6091.874512
	Iteration 97Q: 3 clusters Score -2.75889e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199258 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -27588920.000000 Penalty: 6091.874512
	Iteration 98Q: 3 clusters Score -2.758892e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199471 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -27588850.000000 Penalty: 6091.874512
	Iteration 99Q: 3 clusters Score -2.758885e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199666 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -27588834.000000 Penalty: 6091.874512
	Iteration 100F: 3 clusters Score -2.758883e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199856 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -27588812.000000 Penalty: 6091.874512
	Iteration 101Q: 3 clusters Score -2.758881e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200046 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -27588798.000000 Penalty: 6091.874512
	Iteration 102Q: 3 clusters Score -2.75888e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200249 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -27588688.000000 Penalty: 6091.874512
	Iteration 103Q: 3 clusters Score -2.758869e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200437 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -27588718.000000 Penalty: 6091.874512
	Iteration 104Q: 3 clusters Score -2.758872e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200623 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -27588702.000000 Penalty: 6091.874512
	Iteration 105Q: 3 clusters Score -2.75887e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200797 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -27588636.000000 Penalty: 6091.874512
	Iteration 106Q: 3 clusters Score -2.758864e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201008 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -27588564.000000 Penalty: 6091.874512
	Iteration 107Q: 3 clusters Score -2.758856e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201213 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -27588518.000000 Penalty: 6091.874512
	Iteration 108Q: 3 clusters Score -2.758852e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201417 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -27588454.000000 Penalty: 6091.874512
	Iteration 109Q: 3 clusters Score -2.758845e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201610 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -27588436.000000 Penalty: 6091.874512
	Iteration 110Q: 3 clusters Score -2.758844e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201816 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -27588400.000000 Penalty: 6091.874512
	Iteration 111Q: 3 clusters Score -2.75884e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201999 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -27588366.000000 Penalty: 6091.874512
	Iteration 112Q: 3 clusters Score -2.758837e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202183 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -27588366.000000 Penalty: 6091.874512
	Iteration 113Q: 3 clusters Score -2.758837e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202372 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -27588298.000000 Penalty: 6091.874512
	Iteration 114Q: 3 clusters Score -2.75883e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202560 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -27588352.000000 Penalty: 6091.874512
	Iteration 115Q: 3 clusters Score -2.758835e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202741 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -27588278.000000 Penalty: 6091.874512
	Iteration 116Q: 3 clusters Score -2.758828e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202926 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -27588290.000000 Penalty: 6091.874512
	Iteration 117Q: 3 clusters Score -2.758829e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203114 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -27588238.000000 Penalty: 6091.874512
	Iteration 118Q: 3 clusters Score -2.758824e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203311 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -27588234.000000 Penalty: 6091.874512
	Iteration 119Q: 3 clusters Score -2.758823e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -27588212.000000 Penalty: 6091.874512
	Iteration 120F: 3 clusters Score -2.758821e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203693 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -27588110.000000 Penalty: 6091.874512
	Iteration 121Q: 3 clusters Score -2.758811e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203876 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -27588068.000000 Penalty: 6091.874512
	Iteration 122Q: 3 clusters Score -2.758807e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204043 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -27587992.000000 Penalty: 6091.874512
	Iteration 123Q: 3 clusters Score -2.758799e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204216 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -27587964.000000 Penalty: 6091.874512
	Iteration 124Q: 3 clusters Score -2.758796e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204398 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -27587974.000000 Penalty: 6091.874512
	Iteration 125Q: 3 clusters Score -2.758797e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204556 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -27587974.000000 Penalty: 6091.874512
	Iteration 126Q: 3 clusters Score -2.758797e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204696 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -27587932.000000 Penalty: 6091.874512
	Iteration 127Q: 3 clusters Score -2.758793e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204826 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -27587896.000000 Penalty: 6091.874512
	Iteration 128Q: 3 clusters Score -2.75879e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204954 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -27587848.000000 Penalty: 6091.874512
	Iteration 129Q: 3 clusters Score -2.758785e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205086 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -27587834.000000 Penalty: 6091.874512
	Iteration 130Q: 3 clusters Score -2.758783e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205216 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -27587838.000000 Penalty: 6091.874512
	Iteration 131Q: 3 clusters Score -2.758784e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205333 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -27587792.000000 Penalty: 6091.874512
	Iteration 132Q: 3 clusters Score -2.758779e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205454 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -27587772.000000 Penalty: 6091.874512
	Iteration 133Q: 3 clusters Score -2.758777e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205575 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -27587742.000000 Penalty: 6091.874512
	Iteration 134Q: 3 clusters Score -2.758774e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205691 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -27587718.000000 Penalty: 6091.874512
	Iteration 135Q: 3 clusters Score -2.758772e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205804 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -27587714.000000 Penalty: 6091.874512
	Iteration 136Q: 3 clusters Score -2.758771e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205918 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -27587740.000000 Penalty: 6091.874512
	Iteration 137Q: 3 clusters Score -2.758774e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206015 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -27587732.000000 Penalty: 6091.874512
	Iteration 138Q: 3 clusters Score -2.758773e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206106 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -27587700.000000 Penalty: 6091.874512
	Iteration 139Q: 3 clusters Score -2.75877e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206184 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -27587694.000000 Penalty: 6091.874512
	Iteration 140F: 3 clusters Score -2.758769e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206260 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -27587670.000000 Penalty: 6091.874512
	Iteration 141Q: 3 clusters Score -2.758767e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206337 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -27587628.000000 Penalty: 6091.874512
	Iteration 142Q: 3 clusters Score -2.758763e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206416 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -27587664.000000 Penalty: 6091.874512
	Iteration 143Q: 3 clusters Score -2.758766e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206485 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -27587660.000000 Penalty: 6091.874512
	Iteration 144Q: 3 clusters Score -2.758766e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206553 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -27587632.000000 Penalty: 6091.874512
	Iteration 145Q: 3 clusters Score -2.758763e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206620 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -27587608.000000 Penalty: 6091.874512
	Iteration 146Q: 3 clusters Score -2.758761e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206691 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -27587628.000000 Penalty: 6091.874512
	Iteration 147Q: 3 clusters Score -2.758763e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206771 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -27587608.000000 Penalty: 6091.874512
	Iteration 148Q: 3 clusters Score -2.758761e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -27587604.000000 Penalty: 6091.874512
	Iteration 149Q: 3 clusters Score -2.75876e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206916 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -27587574.000000 Penalty: 6091.874512
	Iteration 150Q: 3 clusters Score -2.758757e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206979 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -27587552.000000 Penalty: 6091.874512
	Iteration 151Q: 3 clusters Score -2.758755e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207044 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -27587542.000000 Penalty: 6091.874512
	Iteration 152Q: 3 clusters Score -2.758754e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207111 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -27587554.000000 Penalty: 6091.874512
	Iteration 153Q: 3 clusters Score -2.758755e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207171 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -27587500.000000 Penalty: 6091.874512
	Iteration 154Q: 3 clusters Score -2.75875e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207220 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -27587500.000000 Penalty: 6091.874512
	Iteration 155Q: 3 clusters Score -2.75875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207258 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -27587460.000000 Penalty: 6091.874512
	Iteration 156Q: 3 clusters Score -2.758746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207289 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -27587480.000000 Penalty: 6091.874512
	Iteration 157Q: 3 clusters Score -2.758748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207322 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -27587460.000000 Penalty: 6091.874512
	Iteration 158Q: 3 clusters Score -2.758746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207348 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -27587464.000000 Penalty: 6091.874512
	Iteration 159Q: 3 clusters Score -2.758746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207376 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -27587456.000000 Penalty: 6091.874512
	Iteration 160F: 3 clusters Score -2.758746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207402 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -27587460.000000 Penalty: 6091.874512
	Iteration 161Q: 3 clusters Score -2.758746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207424 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -27587482.000000 Penalty: 6091.874512
	Iteration 162Q: 3 clusters Score -2.758748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207444 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -27587460.000000 Penalty: 6091.874512
	Iteration 163Q: 3 clusters Score -2.758746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207466 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -27587484.000000 Penalty: 6091.874512
	Iteration 164Q: 3 clusters Score -2.758748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207492 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -27587506.000000 Penalty: 6091.874512
	Iteration 165Q: 3 clusters Score -2.758751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207521 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -27587502.000000 Penalty: 6091.874512
	Iteration 166Q: 3 clusters Score -2.75875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207541 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -27587482.000000 Penalty: 6091.874512
	Iteration 167Q: 3 clusters Score -2.758748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207556 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -27587488.000000 Penalty: 6091.874512
	Iteration 168Q: 3 clusters Score -2.758749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207564 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -27587468.000000 Penalty: 6091.874512
	Iteration 169Q: 3 clusters Score -2.758747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207573 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -27587462.000000 Penalty: 6091.874512
	Iteration 170Q: 3 clusters Score -2.758746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207581 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -27587476.000000 Penalty: 6091.874512
	Iteration 171Q: 3 clusters Score -2.758748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207591 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -27587484.000000 Penalty: 6091.874512
	Iteration 172Q: 3 clusters Score -2.758748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207599 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -27587470.000000 Penalty: 6091.874512
	Iteration 173Q: 3 clusters Score -2.758747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207609 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -27587474.000000 Penalty: 6091.874512
	Iteration 174Q: 3 clusters Score -2.758747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207622 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -27587480.000000 Penalty: 6091.874512
	Iteration 175Q: 3 clusters Score -2.758748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207631 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -27587492.000000 Penalty: 6091.874512
	Iteration 176Q: 3 clusters Score -2.758749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207641 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -27587480.000000 Penalty: 6091.874512
	Iteration 177Q: 3 clusters Score -2.758748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207652 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -27587486.000000 Penalty: 6091.874512
	Iteration 178Q: 3 clusters Score -2.758749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207667 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -27587458.000000 Penalty: 6091.874512
	Iteration 179Q: 3 clusters Score -2.758746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207677 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -27587478.000000 Penalty: 6091.874512
	Iteration 180F: 3 clusters Score -2.758748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207687 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -27587468.000000 Penalty: 6091.874512
	Iteration 181Q: 3 clusters Score -2.758747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207695 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -27587456.000000 Penalty: 6091.874512
	Iteration 182Q: 3 clusters Score -2.758746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207700 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -27587458.000000 Penalty: 6091.874512
	Iteration 183Q: 3 clusters Score -2.758746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207704 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -27587458.000000 Penalty: 6091.874512
	Iteration 184Q: 3 clusters Score -2.758746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207708 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -27587468.000000 Penalty: 6091.874512
	Iteration 185Q: 3 clusters Score -2.758747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207708 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -27587468.000000 Penalty: 6091.874512
	Iteration 186F: 3 clusters Score -2.758747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Entering Unmasked Estep 
Score: -2159343.000000 Penalty: 2413.179199
	Iteration 0F: 2 clusters Score -2159343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2147548.250000 Penalty: 4826.358398
	Iteration 0F: 3 clusters Score -2147548 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2151306.250000 Penalty: 4826.358398
	Iteration 1F: 3 clusters Score -2151306 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2151599.500000 Penalty: 4826.358398
	Iteration 2F: 3 clusters Score -2151600 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2151838.750000 Penalty: 4826.358398
	Iteration 3Q: 3 clusters Score -2151839 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2152043.500000 Penalty: 4826.358398
	Iteration 4Q: 3 clusters Score -2152044 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2152257.250000 Penalty: 4826.358398
	Iteration 5Q: 3 clusters Score -2152257 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2152535.750000 Penalty: 4826.358398
	Iteration 6Q: 3 clusters Score -2152536 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2152892.500000 Penalty: 4826.358398
	Iteration 7Q: 3 clusters Score -2152892 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2153450.250000 Penalty: 4826.358398
	Iteration 8F: 3 clusters Score -2153450 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2154195.250000 Penalty: 4826.358398
	Iteration 9F: 3 clusters Score -2154195 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2155046.750000 Penalty: 4826.358398
	Iteration 10F: 3 clusters Score -2155047 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2155859.750000 Penalty: 4826.358398
	Iteration 11F: 3 clusters Score -2155860 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2156468.750000 Penalty: 4826.358398
	Iteration 12Q: 3 clusters Score -2156469 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2156818.000000 Penalty: 4826.358398
	Iteration 13Q: 3 clusters Score -2156818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2157012.250000 Penalty: 4826.358398
	Iteration 14Q: 3 clusters Score -2157012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2157104.000000 Penalty: 4826.358398
	Iteration 15Q: 3 clusters Score -2157104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2157149.500000 Penalty: 4826.358398
	Iteration 16Q: 3 clusters Score -2157150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2157177.500000 Penalty: 4826.358398
	Iteration 17Q: 3 clusters Score -2157178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2157201.750000 Penalty: 4826.358398
	Iteration 18Q: 3 clusters Score -2157202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2157205.250000 Penalty: 4826.358398
	Iteration 19Q: 3 clusters Score -2157205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2157211.000000 Penalty: 4826.358398
	Iteration 20F: 3 clusters Score -2157211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2157218.000000 Penalty: 4826.358398
	Iteration 21Q: 3 clusters Score -2157218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2157232.250000 Penalty: 4826.358398
	Iteration 22Q: 3 clusters Score -2157232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2157238.500000 Penalty: 4826.358398
	Iteration 23Q: 3 clusters Score -2157238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2157243.750000 Penalty: 4826.358398
	Iteration 24Q: 3 clusters Score -2157244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2157244.000000 Penalty: 4826.358398
	Iteration 25Q: 3 clusters Score -2157244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2157245.250000 Penalty: 4826.358398
	Iteration 26Q: 3 clusters Score -2157245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2157250.750000 Penalty: 4826.358398
	Iteration 27Q: 3 clusters Score -2157251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2157252.250000 Penalty: 4826.358398
	Iteration 28Q: 3 clusters Score -2157252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2157254.250000 Penalty: 4826.358398
	Iteration 29Q: 3 clusters Score -2157254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2157256.000000 Penalty: 4826.358398
	Iteration 30Q: 3 clusters Score -2157256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2157256.000000 Penalty: 4826.358398
	Iteration 31F: 3 clusters Score -2157256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (95268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Entering Unmasked Estep 
Score: -12323263.000000 Penalty: 2843.183350
	Iteration 0F: 2 clusters Score -1.232326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -12259977.000000 Penalty: 5686.366699
	Iteration 0F: 3 clusters Score -1.225998e+07 nChanged 44881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -12285246.000000 Penalty: 5686.366699
	Iteration 1F: 3 clusters Score -1.228525e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -12285828.000000 Penalty: 5686.366699
	Iteration 2Q: 3 clusters Score -1.228583e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -12286505.000000 Penalty: 5686.366699
	Iteration 3Q: 3 clusters Score -1.22865e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -12287368.000000 Penalty: 5686.366699
	Iteration 4Q: 3 clusters Score -1.228737e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -12288509.000000 Penalty: 5686.366699
	Iteration 5Q: 3 clusters Score -1.228851e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -12290072.000000 Penalty: 5686.366699
	Iteration 6Q: 3 clusters Score -1.229007e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -12292393.000000 Penalty: 5686.366699
	Iteration 7Q: 3 clusters Score -1.229239e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -12295892.000000 Penalty: 5686.366699
	Iteration 8F: 3 clusters Score -1.229589e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -12300453.000000 Penalty: 5686.366699
	Iteration 9F: 3 clusters Score -1.230045e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -12306155.000000 Penalty: 5686.366699
	Iteration 10F: 3 clusters Score -1.230616e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -12311548.000000 Penalty: 5686.366699
	Iteration 11F: 3 clusters Score -1.231155e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -12315719.000000 Penalty: 5686.366699
	Iteration 12Q: 3 clusters Score -1.231572e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -12318205.000000 Penalty: 5686.366699
	Iteration 13Q: 3 clusters Score -1.23182e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -12319541.000000 Penalty: 5686.366699
	Iteration 14Q: 3 clusters Score -1.231954e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12320179.000000 Penalty: 5686.366699
	Iteration 15Q: 3 clusters Score -1.232018e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12320484.000000 Penalty: 5686.366699
	Iteration 16Q: 3 clusters Score -1.232048e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12320587.000000 Penalty: 5686.366699
	Iteration 17Q: 3 clusters Score -1.232059e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12320673.000000 Penalty: 5686.366699
	Iteration 18Q: 3 clusters Score -1.232067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94810 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12320738.000000 Penalty: 5686.366699
	Iteration 19Q: 3 clusters Score -1.232074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -12320774.000000 Penalty: 5686.366699
	Iteration 20F: 3 clusters Score -1.232077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12320796.000000 Penalty: 5686.366699
	Iteration 21Q: 3 clusters Score -1.23208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12320804.000000 Penalty: 5686.366699
	Iteration 22Q: 3 clusters Score -1.23208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12320818.000000 Penalty: 5686.366699
	Iteration 23Q: 3 clusters Score -1.232082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12320826.000000 Penalty: 5686.366699
	Iteration 24Q: 3 clusters Score -1.232083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12320830.000000 Penalty: 5686.366699
	Iteration 25Q: 3 clusters Score -1.232083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12320828.000000 Penalty: 5686.366699
	Iteration 26Q: 3 clusters Score -1.232083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12320823.000000 Penalty: 5686.366699
	Iteration 27Q: 3 clusters Score -1.232082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12320826.000000 Penalty: 5686.366699
	Iteration 28Q: 3 clusters Score -1.232083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12320832.000000 Penalty: 5686.366699
	Iteration 29Q: 3 clusters Score -1.232083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12320850.000000 Penalty: 5686.366699
	Iteration 30Q: 3 clusters Score -1.232085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12320847.000000 Penalty: 5686.366699
	Iteration 31Q: 3 clusters Score -1.232085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12320848.000000 Penalty: 5686.366699
	Iteration 32Q: 3 clusters Score -1.232085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12320853.000000 Penalty: 5686.366699
	Iteration 33Q: 3 clusters Score -1.232085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12320857.000000 Penalty: 5686.366699
	Iteration 34Q: 3 clusters Score -1.232086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12320850.000000 Penalty: 5686.366699
	Iteration 35Q: 3 clusters Score -1.232085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12320850.000000 Penalty: 5686.366699
	Iteration 36F: 3 clusters Score -1.232085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Entering Unmasked Estep 
Score: -4160662.250000 Penalty: 2569.302246
	Iteration 0F: 2 clusters Score -4160662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4138931.000000 Penalty: 5138.604492
	Iteration 0F: 3 clusters Score -4138931 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4146817.000000 Penalty: 5138.604492
	Iteration 1F: 3 clusters Score -4146817 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4147235.000000 Penalty: 5138.604492
	Iteration 2Q: 3 clusters Score -4147235 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4147577.000000 Penalty: 5138.604492
	Iteration 3Q: 3 clusters Score -4147577 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4147866.250000 Penalty: 5138.604492
	Iteration 4Q: 3 clusters Score -4147866 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4148123.750000 Penalty: 5138.604492
	Iteration 5Q: 3 clusters Score -4148124 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -4148394.500000 Penalty: 5138.604492
	Iteration 6Q: 3 clusters Score -4148394 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4148658.500000 Penalty: 5138.604492
	Iteration 7Q: 3 clusters Score -4148658 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4148984.500000 Penalty: 5138.604492
	Iteration 8Q: 3 clusters Score -4148984 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4149450.750000 Penalty: 5138.604492
	Iteration 9Q: 3 clusters Score -4149451 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4150227.000000 Penalty: 5138.604492
	Iteration 10Q: 3 clusters Score -4150227 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4151448.250000 Penalty: 5138.604492
	Iteration 11F: 3 clusters Score -4151448 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4153137.000000 Penalty: 5138.604492
	Iteration 12F: 3 clusters Score -4153137 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4155084.500000 Penalty: 5138.604492
	Iteration 13F: 3 clusters Score -4155084 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4156559.000000 Penalty: 5138.604492
	Iteration 14F: 3 clusters Score -4156559 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4157438.250000 Penalty: 5138.604492
	Iteration 15Q: 3 clusters Score -4157438 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4157930.250000 Penalty: 5138.604492
	Iteration 16Q: 3 clusters Score -4157930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4158168.750000 Penalty: 5138.604492
	Iteration 17Q: 3 clusters Score -4158169 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4158277.250000 Penalty: 5138.604492
	Iteration 18Q: 3 clusters Score -4158277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4158350.750000 Penalty: 5138.604492
	Iteration 19Q: 3 clusters Score -4158351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4158375.500000 Penalty: 5138.604492
	Iteration 20F: 3 clusters Score -4158376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4158396.500000 Penalty: 5138.604492
	Iteration 21Q: 3 clusters Score -4158396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4158410.750000 Penalty: 5138.604492
	Iteration 22Q: 3 clusters Score -4158411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4158420.000000 Penalty: 5138.604492
	Iteration 23Q: 3 clusters Score -4158420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4158426.750000 Penalty: 5138.604492
	Iteration 24Q: 3 clusters Score -4158427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4158433.250000 Penalty: 5138.604492
	Iteration 25Q: 3 clusters Score -4158433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4158433.500000 Penalty: 5138.604492
	Iteration 26Q: 3 clusters Score -4158434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4158436.750000 Penalty: 5138.604492
	Iteration 27Q: 3 clusters Score -4158437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4158436.750000 Penalty: 5138.604492
	Iteration 28F: 3 clusters Score -4158437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -240020.187500 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -240020.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -237381.937500 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -237381.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -237858.796875 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -237858.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237990.265625 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -237990.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -238065.640625 Penalty: 3773.753906
	Iteration 3Q: 3 clusters Score -238065.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -238106.671875 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -238106.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238146.765625 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -238146.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -238164.953125 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -238165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -238176.187500 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -238176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -238182.171875 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -238182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -238187.250000 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -238187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -238191.562500 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -238191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238194.968750 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -238195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238200.281250 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -238200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238207.359375 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -238207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238212.421875 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -238212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238216.671875 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -238216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -238220.234375 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -238220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -238222.390625 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -238222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238223.000000 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -238223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -238223.640625 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -238223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238224.218750 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -238224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238224.656250 Penalty: 3773.753906
	Iteration 21Q: 3 clusters Score -238224.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238224.656250 Penalty: 3773.753906
	Iteration 22F: 3 clusters Score -238224.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Entering Unmasked Estep 
Score: -4170196.000000 Penalty: 2576.371582
	Iteration 0F: 2 clusters Score -4170196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -4147927.500000 Penalty: 5152.743164
	Iteration 0F: 3 clusters Score -4147928 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4156004.500000 Penalty: 5152.743164
	Iteration 1F: 3 clusters Score -4156004 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4156530.500000 Penalty: 5152.743164
	Iteration 2Q: 3 clusters Score -4156530 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4157206.250000 Penalty: 5152.743164
	Iteration 3Q: 3 clusters Score -4157206 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4158222.000000 Penalty: 5152.743164
	Iteration 4F: 3 clusters Score -4158222 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4159711.750000 Penalty: 5152.743164
	Iteration 5F: 3 clusters Score -4159712 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4161792.750000 Penalty: 5152.743164
	Iteration 6F: 3 clusters Score -4161793 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -4164159.500000 Penalty: 5152.743164
	Iteration 7F: 3 clusters Score -4164160 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -4166086.500000 Penalty: 5152.743164
	Iteration 8F: 3 clusters Score -4166086 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4167320.500000 Penalty: 5152.743164
	Iteration 9Q: 3 clusters Score -4167320 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4167899.250000 Penalty: 5152.743164
	Iteration 10Q: 3 clusters Score -4167899 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -4168196.750000 Penalty: 5152.743164
	Iteration 11Q: 3 clusters Score -4168197 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -4168360.750000 Penalty: 5152.743164
	Iteration 12Q: 3 clusters Score -4168361 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -4168452.250000 Penalty: 5152.743164
	Iteration 13Q: 3 clusters Score -4168452 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4168536.000000 Penalty: 5152.743164
	Iteration 14Q: 3 clusters Score -4168536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4168577.750000 Penalty: 5152.743164
	Iteration 15Q: 3 clusters Score -4168578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4168607.750000 Penalty: 5152.743164
	Iteration 16Q: 3 clusters Score -4168608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4168616.250000 Penalty: 5152.743164
	Iteration 17Q: 3 clusters Score -4168616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4168635.250000 Penalty: 5152.743164
	Iteration 18Q: 3 clusters Score -4168635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4168635.000000 Penalty: 5152.743164
	Iteration 19Q: 3 clusters Score -4168635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -4168643.500000 Penalty: 5152.743164
	Iteration 20F: 3 clusters Score -4168644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4168656.250000 Penalty: 5152.743164
	Iteration 21Q: 3 clusters Score -4168656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4168659.500000 Penalty: 5152.743164
	Iteration 22Q: 3 clusters Score -4168660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4168659.500000 Penalty: 5152.743164
	Iteration 23Q: 3 clusters Score -4168660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -4168665.750000 Penalty: 5152.743164
	Iteration 24Q: 3 clusters Score -4168666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4168663.500000 Penalty: 5152.743164
	Iteration 25Q: 3 clusters Score -4168664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4168673.250000 Penalty: 5152.743164
	Iteration 26Q: 3 clusters Score -4168673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4168678.250000 Penalty: 5152.743164
	Iteration 27Q: 3 clusters Score -4168678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4168681.500000 Penalty: 5152.743164
	Iteration 28Q: 3 clusters Score -4168682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4168676.750000 Penalty: 5152.743164
	Iteration 29Q: 3 clusters Score -4168677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4168686.500000 Penalty: 5152.743164
	Iteration 30Q: 3 clusters Score -4168686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4168682.250000 Penalty: 5152.743164
	Iteration 31Q: 3 clusters Score -4168682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4168678.500000 Penalty: 5152.743164
	Iteration 32Q: 3 clusters Score -4168678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -4168674.500000 Penalty: 5152.743164
	Iteration 33Q: 3 clusters Score -4168674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4168679.000000 Penalty: 5152.743164
	Iteration 34Q: 3 clusters Score -4168679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4168679.000000 Penalty: 5152.743164
	Iteration 35F: 3 clusters Score -4168679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (63030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Entering Unmasked Estep 
Score: -8163092.000000 Penalty: 2740.738770
	Iteration 0F: 2 clusters Score -8163092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -8120999.000000 Penalty: 5481.477539
	Iteration 0F: 3 clusters Score -8120999 nChanged 29161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -8136844.000000 Penalty: 5481.477539
	Iteration 1F: 3 clusters Score -8136844 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8137389.500000 Penalty: 5481.477539
	Iteration 2Q: 3 clusters Score -8137390 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -8137833.000000 Penalty: 5481.477539
	Iteration 3Q: 3 clusters Score -8137833 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -8138365.000000 Penalty: 5481.477539
	Iteration 4Q: 3 clusters Score -8138365 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -8139019.000000 Penalty: 5481.477539
	Iteration 5Q: 3 clusters Score -8139019 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -8140064.000000 Penalty: 5481.477539
	Iteration 6Q: 3 clusters Score -8140064 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -8141772.000000 Penalty: 5481.477539
	Iteration 7F: 3 clusters Score -8141772 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -8144656.500000 Penalty: 5481.477539
	Iteration 8F: 3 clusters Score -8144656 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8148833.000000 Penalty: 5481.477539
	Iteration 9F: 3 clusters Score -8148833 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -8153464.500000 Penalty: 5481.477539
	Iteration 10F: 3 clusters Score -8153464 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8157152.000000 Penalty: 5481.477539
	Iteration 11F: 3 clusters Score -8157152 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8159202.500000 Penalty: 5481.477539
	Iteration 12Q: 3 clusters Score -8159202 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8160058.500000 Penalty: 5481.477539
	Iteration 13Q: 3 clusters Score -8160058 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8160394.500000 Penalty: 5481.477539
	Iteration 14Q: 3 clusters Score -8160394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8160560.500000 Penalty: 5481.477539
	Iteration 15Q: 3 clusters Score -8160560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8160655.500000 Penalty: 5481.477539
	Iteration 16Q: 3 clusters Score -8160656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8160694.500000 Penalty: 5481.477539
	Iteration 17Q: 3 clusters Score -8160694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8160721.000000 Penalty: 5481.477539
	Iteration 18Q: 3 clusters Score -8160721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8160742.500000 Penalty: 5481.477539
	Iteration 19Q: 3 clusters Score -8160742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8160746.500000 Penalty: 5481.477539
	Iteration 20F: 3 clusters Score -8160746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113153 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70773 members 
Mstep: Class 8 contains 189863 members 
Mstep: Class 9 contains 163971 members 
Mstep: Class 10 contains 179082 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215778 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 18 contains 95268 members 
Mstep: Class 19 contains 31574 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 63030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696848.000000 Penalty: 69388.398438
Iteration 399Q: 21 clusters Score -1.496968e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113157 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 70686 members 
Mstep: Class 8 contains 189857 members 
Mstep: Class 9 contains 163960 members 
Mstep: Class 10 contains 179081 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215812 members 
Mstep: Class 15 contains 16909 members 
Mstep: Class 18 contains 95254 members 
Mstep: Class 19 contains 31596 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32489 members 
Mstep: Class 22 contains 63028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696656.000000 Penalty: 69388.398438
Iteration 400F: 21 clusters Score -1.496967e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113161 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 70586 members 
Mstep: Class 8 contains 189854 members 
Mstep: Class 9 contains 163963 members 
Mstep: Class 10 contains 179092 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215834 members 
Mstep: Class 15 contains 17013 members 
Mstep: Class 18 contains 95240 members 
Mstep: Class 19 contains 31601 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32492 members 
Mstep: Class 22 contains 63019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696528.000000 Penalty: 69388.398438
Iteration 401Q: 21 clusters Score -1.496965e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113164 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4367 members 
Mstep: Class 7 contains 70481 members 
Mstep: Class 8 contains 189873 members 
Mstep: Class 9 contains 163949 members 
Mstep: Class 10 contains 179096 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215880 members 
Mstep: Class 15 contains 17115 members 
Mstep: Class 18 contains 95217 members 
Mstep: Class 19 contains 31595 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32489 members 
Mstep: Class 22 contains 63019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696608.000000 Penalty: 69388.398438
Iteration 402Q: 21 clusters Score -1.496966e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113165 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70405 members 
Mstep: Class 8 contains 189883 members 
Mstep: Class 9 contains 163939 members 
Mstep: Class 10 contains 179096 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215923 members 
Mstep: Class 15 contains 17189 members 
Mstep: Class 18 contains 95199 members 
Mstep: Class 19 contains 31599 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32487 members 
Mstep: Class 22 contains 63017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696480.000000 Penalty: 69388.398438
Iteration 403Q: 21 clusters Score -1.496965e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113167 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70336 members 
Mstep: Class 8 contains 189891 members 
Mstep: Class 9 contains 163941 members 
Mstep: Class 10 contains 179093 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215936 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 18 contains 95190 members 
Mstep: Class 19 contains 31605 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32483 members 
Mstep: Class 22 contains 63016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696560.000000 Penalty: 69388.398438
Iteration 404Q: 21 clusters Score -1.496966e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113171 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70279 members 
Mstep: Class 8 contains 189888 members 
Mstep: Class 9 contains 163932 members 
Mstep: Class 10 contains 179100 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215962 members 
Mstep: Class 15 contains 17334 members 
Mstep: Class 18 contains 95179 members 
Mstep: Class 19 contains 31602 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32484 members 
Mstep: Class 22 contains 63012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696512.000000 Penalty: 69388.398438
Iteration 405Q: 21 clusters Score -1.496965e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113190 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70231 members 
Mstep: Class 8 contains 189895 members 
Mstep: Class 9 contains 163925 members 
Mstep: Class 10 contains 179101 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215977 members 
Mstep: Class 15 contains 17388 members 
Mstep: Class 18 contains 95175 members 
Mstep: Class 19 contains 31593 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32482 members 
Mstep: Class 22 contains 63008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696640.000000 Penalty: 69388.398438
Iteration 406Q: 21 clusters Score -1.496966e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113196 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70165 members 
Mstep: Class 8 contains 189897 members 
Mstep: Class 9 contains 163921 members 
Mstep: Class 10 contains 179098 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216005 members 
Mstep: Class 15 contains 17444 members 
Mstep: Class 18 contains 95177 members 
Mstep: Class 19 contains 31586 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32493 members 
Mstep: Class 22 contains 63001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696448.000000 Penalty: 69388.398438
Iteration 407Q: 21 clusters Score -1.496964e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113203 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70104 members 
Mstep: Class 8 contains 189907 members 
Mstep: Class 9 contains 163913 members 
Mstep: Class 10 contains 179091 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216027 members 
Mstep: Class 15 contains 17497 members 
Mstep: Class 18 contains 95171 members 
Mstep: Class 19 contains 31591 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32496 members 
Mstep: Class 22 contains 62995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696464.000000 Penalty: 69388.398438
Iteration 408Q: 21 clusters Score -1.496965e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113216 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 70054 members 
Mstep: Class 8 contains 189914 members 
Mstep: Class 9 contains 163910 members 
Mstep: Class 10 contains 179071 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216043 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 18 contains 95161 members 
Mstep: Class 19 contains 31604 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32491 members 
Mstep: Class 22 contains 62995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696464.000000 Penalty: 69388.398438
Iteration 409Q: 21 clusters Score -1.496965e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113221 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 69999 members 
Mstep: Class 8 contains 189906 members 
Mstep: Class 9 contains 163917 members 
Mstep: Class 10 contains 179050 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216064 members 
Mstep: Class 15 contains 17604 members 
Mstep: Class 18 contains 95154 members 
Mstep: Class 19 contains 31618 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32495 members 
Mstep: Class 22 contains 62995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696400.000000 Penalty: 69388.398438
Iteration 410Q: 21 clusters Score -1.496964e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113224 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 69939 members 
Mstep: Class 8 contains 189909 members 
Mstep: Class 9 contains 163912 members 
Mstep: Class 10 contains 179041 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216082 members 
Mstep: Class 15 contains 17655 members 
Mstep: Class 18 contains 95151 members 
Mstep: Class 19 contains 31626 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32498 members 
Mstep: Class 22 contains 62997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696480.000000 Penalty: 69388.398438
Iteration 411Q: 21 clusters Score -1.496965e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113225 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 69898 members 
Mstep: Class 8 contains 189905 members 
Mstep: Class 9 contains 163925 members 
Mstep: Class 10 contains 179032 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216099 members 
Mstep: Class 15 contains 17698 members 
Mstep: Class 18 contains 95152 members 
Mstep: Class 19 contains 31624 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32496 members 
Mstep: Class 22 contains 62996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696432.000000 Penalty: 69388.398438
Iteration 412Q: 21 clusters Score -1.496964e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113224 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 69855 members 
Mstep: Class 8 contains 189909 members 
Mstep: Class 9 contains 163922 members 
Mstep: Class 10 contains 179036 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216110 members 
Mstep: Class 15 contains 17738 members 
Mstep: Class 18 contains 95152 members 
Mstep: Class 19 contains 31625 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 32497 members 
Mstep: Class 22 contains 62995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696368.000000 Penalty: 69388.398438
Iteration 413Q: 21 clusters Score -1.496964e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113226 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 69814 members 
Mstep: Class 8 contains 189918 members 
Mstep: Class 9 contains 163918 members 
Mstep: Class 10 contains 179036 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216111 members 
Mstep: Class 15 contains 17776 members 
Mstep: Class 18 contains 95151 members 
Mstep: Class 19 contains 31632 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 32504 members 
Mstep: Class 22 contains 62994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696544.000000 Penalty: 69388.398438
Iteration 414Q: 21 clusters Score -1.496965e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113234 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69777 members 
Mstep: Class 8 contains 189918 members 
Mstep: Class 9 contains 163914 members 
Mstep: Class 10 contains 179030 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216114 members 
Mstep: Class 15 contains 17810 members 
Mstep: Class 18 contains 95148 members 
Mstep: Class 19 contains 31646 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32514 members 
Mstep: Class 22 contains 62990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696560.000000 Penalty: 69388.398438
Iteration 415Q: 21 clusters Score -1.496966e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113235 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 69721 members 
Mstep: Class 8 contains 189913 members 
Mstep: Class 9 contains 163920 members 
Mstep: Class 10 contains 179038 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216112 members 
Mstep: Class 15 contains 17860 members 
Mstep: Class 18 contains 95144 members 
Mstep: Class 19 contains 31656 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 32525 members 
Mstep: Class 22 contains 62982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696480.000000 Penalty: 69388.398438
Iteration 416Q: 21 clusters Score -1.496965e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113242 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69646 members 
Mstep: Class 8 contains 189911 members 
Mstep: Class 9 contains 163918 members 
Mstep: Class 10 contains 179034 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216110 members 
Mstep: Class 15 contains 17920 members 
Mstep: Class 18 contains 95138 members 
Mstep: Class 19 contains 31683 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32527 members 
Mstep: Class 22 contains 62982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696416.000000 Penalty: 69388.398438
Iteration 417Q: 21 clusters Score -1.496964e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113247 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69596 members 
Mstep: Class 8 contains 189901 members 
Mstep: Class 9 contains 163915 members 
Mstep: Class 10 contains 179036 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216108 members 
Mstep: Class 15 contains 17973 members 
Mstep: Class 18 contains 95128 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32528 members 
Mstep: Class 22 contains 62981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696512.000000 Penalty: 69388.398438
Iteration 418Q: 21 clusters Score -1.496965e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113249 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69536 members 
Mstep: Class 8 contains 189898 members 
Mstep: Class 9 contains 163914 members 
Mstep: Class 10 contains 179042 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216110 members 
Mstep: Class 15 contains 18033 members 
Mstep: Class 18 contains 95121 members 
Mstep: Class 19 contains 31722 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32531 members 
Mstep: Class 22 contains 62974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696576.000000 Penalty: 69388.398438
Iteration 419Q: 21 clusters Score -1.496966e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113252 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69485 members 
Mstep: Class 8 contains 189893 members 
Mstep: Class 9 contains 163915 members 
Mstep: Class 10 contains 179030 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216096 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 18 contains 95118 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32537 members 
Mstep: Class 22 contains 62974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696544.000000 Penalty: 69388.398438
Iteration 420F: 21 clusters Score -1.496965e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113254 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69445 members 
Mstep: Class 8 contains 189886 members 
Mstep: Class 9 contains 163913 members 
Mstep: Class 10 contains 179026 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216105 members 
Mstep: Class 15 contains 18128 members 
Mstep: Class 18 contains 95115 members 
Mstep: Class 19 contains 31766 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32538 members 
Mstep: Class 22 contains 62980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696544.000000 Penalty: 69388.398438
Iteration 421Q: 21 clusters Score -1.496965e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113262 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69389 members 
Mstep: Class 8 contains 189883 members 
Mstep: Class 9 contains 163914 members 
Mstep: Class 10 contains 179021 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216114 members 
Mstep: Class 15 contains 18174 members 
Mstep: Class 18 contains 95109 members 
Mstep: Class 19 contains 31780 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32542 members 
Mstep: Class 22 contains 62981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696608.000000 Penalty: 69388.398438
Iteration 422Q: 21 clusters Score -1.496966e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113266 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69337 members 
Mstep: Class 8 contains 189890 members 
Mstep: Class 9 contains 163907 members 
Mstep: Class 10 contains 179020 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216121 members 
Mstep: Class 15 contains 18222 members 
Mstep: Class 18 contains 95104 members 
Mstep: Class 19 contains 31789 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32542 members 
Mstep: Class 22 contains 62984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696752.000000 Penalty: 69388.398438
Iteration 423Q: 21 clusters Score -1.496968e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113266 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69294 members 
Mstep: Class 8 contains 189889 members 
Mstep: Class 9 contains 163893 members 
Mstep: Class 10 contains 179023 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216140 members 
Mstep: Class 15 contains 18257 members 
Mstep: Class 18 contains 95096 members 
Mstep: Class 19 contains 31803 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32546 members 
Mstep: Class 22 contains 62988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696736.000000 Penalty: 69388.398438
Iteration 424Q: 21 clusters Score -1.496967e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69252 members 
Mstep: Class 8 contains 189900 members 
Mstep: Class 9 contains 163878 members 
Mstep: Class 10 contains 179015 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216138 members 
Mstep: Class 15 contains 18297 members 
Mstep: Class 18 contains 95094 members 
Mstep: Class 19 contains 31817 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32550 members 
Mstep: Class 22 contains 62990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696784.000000 Penalty: 69388.398438
Iteration 425Q: 21 clusters Score -1.496968e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113277 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69211 members 
Mstep: Class 8 contains 189907 members 
Mstep: Class 9 contains 163868 members 
Mstep: Class 10 contains 179010 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216128 members 
Mstep: Class 15 contains 18343 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 31831 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32553 members 
Mstep: Class 22 contains 62991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696880.000000 Penalty: 69388.398438
Iteration 426Q: 21 clusters Score -1.496969e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113278 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69171 members 
Mstep: Class 8 contains 189912 members 
Mstep: Class 9 contains 163855 members 
Mstep: Class 10 contains 179004 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216126 members 
Mstep: Class 15 contains 18387 members 
Mstep: Class 18 contains 95087 members 
Mstep: Class 19 contains 31840 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32560 members 
Mstep: Class 22 contains 63002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696784.000000 Penalty: 69388.398438
Iteration 427Q: 21 clusters Score -1.496968e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69151 members 
Mstep: Class 8 contains 189914 members 
Mstep: Class 9 contains 163845 members 
Mstep: Class 10 contains 178999 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216112 members 
Mstep: Class 15 contains 18431 members 
Mstep: Class 18 contains 95082 members 
Mstep: Class 19 contains 31854 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32559 members 
Mstep: Class 22 contains 63003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696848.000000 Penalty: 69388.398438
Iteration 428Q: 21 clusters Score -1.496968e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69120 members 
Mstep: Class 8 contains 189925 members 
Mstep: Class 9 contains 163832 members 
Mstep: Class 10 contains 178991 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216112 members 
Mstep: Class 15 contains 18469 members 
Mstep: Class 18 contains 95086 members 
Mstep: Class 19 contains 31860 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 32567 members 
Mstep: Class 22 contains 63002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696768.000000 Penalty: 69388.398438
Iteration 429Q: 21 clusters Score -1.496968e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113289 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69103 members 
Mstep: Class 8 contains 189919 members 
Mstep: Class 9 contains 163823 members 
Mstep: Class 10 contains 178989 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216106 members 
Mstep: Class 15 contains 18504 members 
Mstep: Class 18 contains 95085 members 
Mstep: Class 19 contains 31870 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32577 members 
Mstep: Class 22 contains 63001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696720.000000 Penalty: 69388.398438
Iteration 430Q: 21 clusters Score -1.496967e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69091 members 
Mstep: Class 8 contains 189916 members 
Mstep: Class 9 contains 163809 members 
Mstep: Class 10 contains 178984 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216107 members 
Mstep: Class 15 contains 18530 members 
Mstep: Class 18 contains 95087 members 
Mstep: Class 19 contains 31880 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32592 members 
Mstep: Class 22 contains 63002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696768.000000 Penalty: 69388.398438
Iteration 431Q: 21 clusters Score -1.496968e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113287 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69064 members 
Mstep: Class 8 contains 189916 members 
Mstep: Class 9 contains 163789 members 
Mstep: Class 10 contains 178982 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216121 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 18 contains 95086 members 
Mstep: Class 19 contains 31888 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32600 members 
Mstep: Class 22 contains 63002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696800.000000 Penalty: 69388.398438
Iteration 432Q: 21 clusters Score -1.496968e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113288 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69041 members 
Mstep: Class 8 contains 189918 members 
Mstep: Class 9 contains 163779 members 
Mstep: Class 10 contains 178984 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216130 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 18 contains 95083 members 
Mstep: Class 19 contains 31883 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32610 members 
Mstep: Class 22 contains 63005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696768.000000 Penalty: 69388.398438
Iteration 433Q: 21 clusters Score -1.496968e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69032 members 
Mstep: Class 8 contains 189925 members 
Mstep: Class 9 contains 163765 members 
Mstep: Class 10 contains 178975 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216139 members 
Mstep: Class 15 contains 18615 members 
Mstep: Class 18 contains 95083 members 
Mstep: Class 19 contains 31886 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32620 members 
Mstep: Class 22 contains 63012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696928.000000 Penalty: 69388.398438
Iteration 434Q: 21 clusters Score -1.496969e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113287 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69029 members 
Mstep: Class 8 contains 189924 members 
Mstep: Class 9 contains 163753 members 
Mstep: Class 10 contains 178973 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216149 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 18 contains 95086 members 
Mstep: Class 19 contains 31890 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32629 members 
Mstep: Class 22 contains 63010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696896.000000 Penalty: 69388.398438
Iteration 435Q: 21 clusters Score -1.496969e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69032 members 
Mstep: Class 8 contains 189942 members 
Mstep: Class 9 contains 163730 members 
Mstep: Class 10 contains 178961 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216154 members 
Mstep: Class 15 contains 18638 members 
Mstep: Class 18 contains 95092 members 
Mstep: Class 19 contains 31896 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32633 members 
Mstep: Class 22 contains 63006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697024.000000 Penalty: 69388.398438
Iteration 436Q: 21 clusters Score -1.49697e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113292 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69025 members 
Mstep: Class 8 contains 189961 members 
Mstep: Class 9 contains 163710 members 
Mstep: Class 10 contains 178957 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216156 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 18 contains 95093 members 
Mstep: Class 19 contains 31898 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32636 members 
Mstep: Class 22 contains 63006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697008.000000 Penalty: 69388.398438
Iteration 437Q: 21 clusters Score -1.49697e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113292 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69017 members 
Mstep: Class 8 contains 189966 members 
Mstep: Class 9 contains 163696 members 
Mstep: Class 10 contains 178958 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216153 members 
Mstep: Class 15 contains 18672 members 
Mstep: Class 18 contains 95095 members 
Mstep: Class 19 contains 31903 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32641 members 
Mstep: Class 22 contains 63002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697104.000000 Penalty: 69388.398438
Iteration 438Q: 21 clusters Score -1.496971e+08 nChanged 132
Entering ConstructFrom: 
Score: -149697104.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (7735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Entering Unmasked Estep 
Score: -948598.812500 Penalty: 2220.470459
	Iteration 0F: 2 clusters Score -948598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -942413.312500 Penalty: 4440.940918
	Iteration 0F: 3 clusters Score -942413.3 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -944289.125000 Penalty: 4440.940918
	Iteration 1F: 3 clusters Score -944289.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -944779.812500 Penalty: 4440.940918
	Iteration 2F: 3 clusters Score -944779.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -945199.625000 Penalty: 4440.940918
	Iteration 3F: 3 clusters Score -945199.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -945604.187500 Penalty: 4440.940918
	Iteration 4F: 3 clusters Score -945604.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -945990.375000 Penalty: 4440.940918
	Iteration 5F: 3 clusters Score -945990.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -946305.812500 Penalty: 4440.940918
	Iteration 6F: 3 clusters Score -946305.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -946554.562500 Penalty: 4440.940918
	Iteration 7Q: 3 clusters Score -946554.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -946731.812500 Penalty: 4440.940918
	Iteration 8Q: 3 clusters Score -946731.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -946850.437500 Penalty: 4440.940918
	Iteration 9Q: 3 clusters Score -946850.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -946932.812500 Penalty: 4440.940918
	Iteration 10Q: 3 clusters Score -946932.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -946981.812500 Penalty: 4440.940918
	Iteration 11Q: 3 clusters Score -946981.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -947026.812500 Penalty: 4440.940918
	Iteration 12Q: 3 clusters Score -947026.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -947055.000000 Penalty: 4440.940918
	Iteration 13Q: 3 clusters Score -947055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -947081.687500 Penalty: 4440.940918
	Iteration 14Q: 3 clusters Score -947081.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -947095.375000 Penalty: 4440.940918
	Iteration 15Q: 3 clusters Score -947095.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -947110.562500 Penalty: 4440.940918
	Iteration 16Q: 3 clusters Score -947110.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -947130.000000 Penalty: 4440.940918
	Iteration 17Q: 3 clusters Score -947130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -947141.562500 Penalty: 4440.940918
	Iteration 18Q: 3 clusters Score -947141.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -947152.562500 Penalty: 4440.940918
	Iteration 19Q: 3 clusters Score -947152.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -947164.750000 Penalty: 4440.940918
	Iteration 20F: 3 clusters Score -947164.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -947176.625000 Penalty: 4440.940918
	Iteration 21Q: 3 clusters Score -947176.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -947193.250000 Penalty: 4440.940918
	Iteration 22Q: 3 clusters Score -947193.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -947207.687500 Penalty: 4440.940918
	Iteration 23Q: 3 clusters Score -947207.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -947226.000000 Penalty: 4440.940918
	Iteration 24Q: 3 clusters Score -947226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -947244.312500 Penalty: 4440.940918
	Iteration 25Q: 3 clusters Score -947244.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -947254.437500 Penalty: 4440.940918
	Iteration 26Q: 3 clusters Score -947254.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -947263.500000 Penalty: 4440.940918
	Iteration 27Q: 3 clusters Score -947263.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -947274.375000 Penalty: 4440.940918
	Iteration 28Q: 3 clusters Score -947274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -947281.687500 Penalty: 4440.940918
	Iteration 29Q: 3 clusters Score -947281.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -947284.750000 Penalty: 4440.940918
	Iteration 30Q: 3 clusters Score -947284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -947287.750000 Penalty: 4440.940918
	Iteration 31Q: 3 clusters Score -947287.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -947290.312500 Penalty: 4440.940918
	Iteration 32Q: 3 clusters Score -947290.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -947294.812500 Penalty: 4440.940918
	Iteration 33Q: 3 clusters Score -947294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -947296.437500 Penalty: 4440.940918
	Iteration 34Q: 3 clusters Score -947296.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -947299.062500 Penalty: 4440.940918
	Iteration 35Q: 3 clusters Score -947299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -947302.937500 Penalty: 4440.940918
	Iteration 36Q: 3 clusters Score -947302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -947308.312500 Penalty: 4440.940918
	Iteration 37Q: 3 clusters Score -947308.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -947311.437500 Penalty: 4440.940918
	Iteration 38Q: 3 clusters Score -947311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -947311.875000 Penalty: 4440.940918
	Iteration 39Q: 3 clusters Score -947311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -947311.875000 Penalty: 4440.940918
	Iteration 40F: 3 clusters Score -947311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -56035.222656 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -56035.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54572.632812 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -54572.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54803.511719 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -54803.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54885.382812 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -54885.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55002.324219 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -55002.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55151.046875 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -55151.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55214.167969 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -55214.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -55272.484375 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -55272.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -55297.835938 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -55297.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -55311.617188 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -55311.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55323.851562 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -55323.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -55328.359375 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -55328.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -55335.257812 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -55335.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55341.656250 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -55341.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -55341.656250 Penalty: 3073.436279
	Iteration 13F: 3 clusters Score -55341.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113294 members 
Entering Unmasked Estep 
Score: -14540871.000000 Penalty: 2886.159668
	Iteration 0F: 2 clusters Score -1.454087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -14465201.000000 Penalty: 5772.319336
	Iteration 0F: 3 clusters Score -1.44652e+07 nChanged 53621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -14496043.000000 Penalty: 5772.319336
	Iteration 1F: 3 clusters Score -1.449604e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -14496731.000000 Penalty: 5772.319336
	Iteration 2Q: 3 clusters Score -1.449673e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -14497438.000000 Penalty: 5772.319336
	Iteration 3Q: 3 clusters Score -1.449744e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -14498232.000000 Penalty: 5772.319336
	Iteration 4Q: 3 clusters Score -1.449823e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -14499280.000000 Penalty: 5772.319336
	Iteration 5Q: 3 clusters Score -1.449928e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -14500621.000000 Penalty: 5772.319336
	Iteration 6Q: 3 clusters Score -1.450062e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -14502242.000000 Penalty: 5772.319336
	Iteration 7Q: 3 clusters Score -1.450224e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -14504824.000000 Penalty: 5772.319336
	Iteration 8Q: 3 clusters Score -1.450482e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -14508497.000000 Penalty: 5772.319336
	Iteration 9F: 3 clusters Score -1.45085e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -14513114.000000 Penalty: 5772.319336
	Iteration 10F: 3 clusters Score -1.451311e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -14518416.000000 Penalty: 5772.319336
	Iteration 11F: 3 clusters Score -1.451842e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -14523496.000000 Penalty: 5772.319336
	Iteration 12F: 3 clusters Score -1.45235e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
Score: -14527543.000000 Penalty: 5772.319336
	Iteration 13Q: 3 clusters Score -1.452754e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -14530733.000000 Penalty: 5772.319336
	Iteration 14Q: 3 clusters Score -1.453073e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -14532957.000000 Penalty: 5772.319336
	Iteration 15Q: 3 clusters Score -1.453296e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -14534264.000000 Penalty: 5772.319336
	Iteration 16Q: 3 clusters Score -1.453426e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -14535200.000000 Penalty: 5772.319336
	Iteration 17Q: 3 clusters Score -1.45352e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -14535781.000000 Penalty: 5772.319336
	Iteration 18Q: 3 clusters Score -1.453578e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -14536194.000000 Penalty: 5772.319336
	Iteration 19Q: 3 clusters Score -1.453619e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -14536426.000000 Penalty: 5772.319336
	Iteration 20F: 3 clusters Score -1.453643e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -14536624.000000 Penalty: 5772.319336
	Iteration 21Q: 3 clusters Score -1.453662e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -14536795.000000 Penalty: 5772.319336
	Iteration 22Q: 3 clusters Score -1.45368e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -14536991.000000 Penalty: 5772.319336
	Iteration 23Q: 3 clusters Score -1.453699e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
Score: -14537193.000000 Penalty: 5772.319336
	Iteration 24Q: 3 clusters Score -1.453719e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 108410 members 
Entering Unmasked Estep 
Score: -14537392.000000 Penalty: 5772.319336
	Iteration 25Q: 3 clusters Score -1.453739e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -14537482.000000 Penalty: 5772.319336
	Iteration 26Q: 3 clusters Score -1.453748e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -14537608.000000 Penalty: 5772.319336
	Iteration 27Q: 3 clusters Score -1.453761e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -14537677.000000 Penalty: 5772.319336
	Iteration 28Q: 3 clusters Score -1.453768e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -14537770.000000 Penalty: 5772.319336
	Iteration 29Q: 3 clusters Score -1.453777e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -14537893.000000 Penalty: 5772.319336
	Iteration 30Q: 3 clusters Score -1.453789e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -14537926.000000 Penalty: 5772.319336
	Iteration 31Q: 3 clusters Score -1.453793e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -14538020.000000 Penalty: 5772.319336
	Iteration 32Q: 3 clusters Score -1.453802e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 110627 members 
Entering Unmasked Estep 
Score: -14538056.000000 Penalty: 5772.319336
	Iteration 33Q: 3 clusters Score -1.453806e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -14538107.000000 Penalty: 5772.319336
	Iteration 34Q: 3 clusters Score -1.453811e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -14538151.000000 Penalty: 5772.319336
	Iteration 35Q: 3 clusters Score -1.453815e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -14538171.000000 Penalty: 5772.319336
	Iteration 36Q: 3 clusters Score -1.453817e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -14538191.000000 Penalty: 5772.319336
	Iteration 37Q: 3 clusters Score -1.453819e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -14538220.000000 Penalty: 5772.319336
	Iteration 38Q: 3 clusters Score -1.453822e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -14538231.000000 Penalty: 5772.319336
	Iteration 39Q: 3 clusters Score -1.453823e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -14538256.000000 Penalty: 5772.319336
	Iteration 40F: 3 clusters Score -1.453826e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 111394 members 
Entering Unmasked Estep 
Score: -14538288.000000 Penalty: 5772.319336
	Iteration 41Q: 3 clusters Score -1.453829e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 111454 members 
Entering Unmasked Estep 
Score: -14538301.000000 Penalty: 5772.319336
	Iteration 42Q: 3 clusters Score -1.45383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -14538316.000000 Penalty: 5772.319336
	Iteration 43Q: 3 clusters Score -1.453832e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -14538343.000000 Penalty: 5772.319336
	Iteration 44Q: 3 clusters Score -1.453834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -14538326.000000 Penalty: 5772.319336
	Iteration 45Q: 3 clusters Score -1.453833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -14538338.000000 Penalty: 5772.319336
	Iteration 46Q: 3 clusters Score -1.453834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 111668 members 
Entering Unmasked Estep 
Score: -14538371.000000 Penalty: 5772.319336
	Iteration 47Q: 3 clusters Score -1.453837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 111701 members 
Entering Unmasked Estep 
Score: -14538374.000000 Penalty: 5772.319336
	Iteration 48Q: 3 clusters Score -1.453837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -14538392.000000 Penalty: 5772.319336
	Iteration 49Q: 3 clusters Score -1.453839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -14538395.000000 Penalty: 5772.319336
	Iteration 50Q: 3 clusters Score -1.45384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 111758 members 
Entering Unmasked Estep 
Score: -14538387.000000 Penalty: 5772.319336
	Iteration 51Q: 3 clusters Score -1.453839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 111772 members 
Entering Unmasked Estep 
Score: -14538410.000000 Penalty: 5772.319336
	Iteration 52Q: 3 clusters Score -1.453841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 111790 members 
Entering Unmasked Estep 
Score: -14538440.000000 Penalty: 5772.319336
	Iteration 53Q: 3 clusters Score -1.453844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 111811 members 
Entering Unmasked Estep 
Score: -14538446.000000 Penalty: 5772.319336
	Iteration 54Q: 3 clusters Score -1.453845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -14538449.000000 Penalty: 5772.319336
	Iteration 55Q: 3 clusters Score -1.453845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 111841 members 
Entering Unmasked Estep 
Score: -14538462.000000 Penalty: 5772.319336
	Iteration 56Q: 3 clusters Score -1.453846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 111848 members 
Entering Unmasked Estep 
Score: -14538468.000000 Penalty: 5772.319336
	Iteration 57Q: 3 clusters Score -1.453847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 111858 members 
Entering Unmasked Estep 
Score: -14538465.000000 Penalty: 5772.319336
	Iteration 58Q: 3 clusters Score -1.453846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 111871 members 
Entering Unmasked Estep 
Score: -14538478.000000 Penalty: 5772.319336
	Iteration 59Q: 3 clusters Score -1.453848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -14538468.000000 Penalty: 5772.319336
	Iteration 60F: 3 clusters Score -1.453847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 111890 members 
Entering Unmasked Estep 
Score: -14538465.000000 Penalty: 5772.319336
	Iteration 61Q: 3 clusters Score -1.453846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 111904 members 
Entering Unmasked Estep 
Score: -14538476.000000 Penalty: 5772.319336
	Iteration 62Q: 3 clusters Score -1.453848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -14538483.000000 Penalty: 5772.319336
	Iteration 63Q: 3 clusters Score -1.453848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 111927 members 
Entering Unmasked Estep 
Score: -14538464.000000 Penalty: 5772.319336
	Iteration 64Q: 3 clusters Score -1.453846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -14538478.000000 Penalty: 5772.319336
	Iteration 65Q: 3 clusters Score -1.453848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -14538485.000000 Penalty: 5772.319336
	Iteration 66Q: 3 clusters Score -1.453848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -14538495.000000 Penalty: 5772.319336
	Iteration 67Q: 3 clusters Score -1.45385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -14538507.000000 Penalty: 5772.319336
	Iteration 68Q: 3 clusters Score -1.453851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -14538506.000000 Penalty: 5772.319336
	Iteration 69Q: 3 clusters Score -1.453851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -14538512.000000 Penalty: 5772.319336
	Iteration 70Q: 3 clusters Score -1.453851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -14538513.000000 Penalty: 5772.319336
	Iteration 71Q: 3 clusters Score -1.453851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 111986 members 
Entering Unmasked Estep 
Score: -14538525.000000 Penalty: 5772.319336
	Iteration 72Q: 3 clusters Score -1.453852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -14538514.000000 Penalty: 5772.319336
	Iteration 73Q: 3 clusters Score -1.453851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 111993 members 
Entering Unmasked Estep 
Score: -14538521.000000 Penalty: 5772.319336
	Iteration 74Q: 3 clusters Score -1.453852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -14538521.000000 Penalty: 5772.319336
	Iteration 75Q: 3 clusters Score -1.453852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 112000 members 
Entering Unmasked Estep 
Score: -14538516.000000 Penalty: 5772.319336
	Iteration 76Q: 3 clusters Score -1.453852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 112003 members 
Entering Unmasked Estep 
Score: -14538515.000000 Penalty: 5772.319336
	Iteration 77Q: 3 clusters Score -1.453852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -14538509.000000 Penalty: 5772.319336
	Iteration 78Q: 3 clusters Score -1.453851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -14538516.000000 Penalty: 5772.319336
	Iteration 79Q: 3 clusters Score -1.453852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 112006 members 
Entering Unmasked Estep 
Score: -14538522.000000 Penalty: 5772.319336
	Iteration 80F: 3 clusters Score -1.453852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -14538528.000000 Penalty: 5772.319336
	Iteration 81Q: 3 clusters Score -1.453853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -14538535.000000 Penalty: 5772.319336
	Iteration 82Q: 3 clusters Score -1.453854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 112015 members 
Entering Unmasked Estep 
Score: -14538524.000000 Penalty: 5772.319336
	Iteration 83Q: 3 clusters Score -1.453852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -14538527.000000 Penalty: 5772.319336
	Iteration 84Q: 3 clusters Score -1.453853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -14538523.000000 Penalty: 5772.319336
	Iteration 85Q: 3 clusters Score -1.453852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -14538520.000000 Penalty: 5772.319336
	Iteration 86Q: 3 clusters Score -1.453852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 112020 members 
Entering Unmasked Estep 
Score: -14538535.000000 Penalty: 5772.319336
	Iteration 87Q: 3 clusters Score -1.453854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -14538533.000000 Penalty: 5772.319336
	Iteration 88Q: 3 clusters Score -1.453853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -14538532.000000 Penalty: 5772.319336
	Iteration 89Q: 3 clusters Score -1.453853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -14538532.000000 Penalty: 5772.319336
	Iteration 90F: 3 clusters Score -1.453853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58770.750000 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58770.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58985.316406 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -58985.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59097.523438 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59097.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59199.121094 Penalty: 3150.039307
	Iteration 3Q: 3 clusters Score -59199.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59257.292969 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -59257.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59327.035156 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59327.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59378.664062 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59378.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59408.867188 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59408.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59442.765625 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -59442.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59487.621094 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -59487.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59542.511719 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -59542.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59635.554688 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -59635.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59736.597656 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -59736.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59873.898438 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -59873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59972.558594 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -59972.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60043.253906 Penalty: 3150.039307
	Iteration 15Q: 3 clusters Score -60043.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60115.906250 Penalty: 3150.039307
	Iteration 16Q: 3 clusters Score -60115.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60238.878906 Penalty: 3150.039307
	Iteration 17Q: 3 clusters Score -60238.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60433.890625 Penalty: 3150.039307
	Iteration 18Q: 3 clusters Score -60433.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60442.632812 Penalty: 3150.039307
	Iteration 19Q: 3 clusters Score -60442.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -60447.226562 Penalty: 3150.039307
	Iteration 20F: 3 clusters Score -60447.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69005 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 163686 members 
Mstep: Class 10 contains 178960 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216152 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 345 members 
Mstep: Class 18 contains 95096 members 
Mstep: Class 19 contains 31916 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32642 members 
Mstep: Class 22 contains 63000 members 
Entering Unmasked Estep 
Score: -149695280.000000 Penalty: 72857.820312
Splitting cluster 4 changes total score from -149697104.000000 to -149695280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51811.546875 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51811.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52129.050781 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52129.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52337.566406 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52337.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52439.140625 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -52439.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52517.035156 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -52517.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52589.285156 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -52589.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -52721.324219 Penalty: 3111.347168
	Iteration 6F: 3 clusters Score -52721.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52843.375000 Penalty: 3111.347168
	Iteration 7F: 3 clusters Score -52843.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52983.968750 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -52983.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -53226.246094 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53226.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -53368.238281 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -53368.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -53414.730469 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -53414.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -53451.914062 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -53451.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -53494.167969 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -53494.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -53528.289062 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -53528.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -53577.765625 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -53577.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -53602.113281 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -53602.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53607.082031 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -53607.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -53611.500000 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -53611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -53615.109375 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -53615.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -53616.824219 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -53616.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 166 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69005 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 163686 members 
Mstep: Class 10 contains 178960 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216152 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 364 members 
Mstep: Class 18 contains 95096 members 
Mstep: Class 19 contains 31916 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32642 members 
Mstep: Class 22 contains 63000 members 
Entering Unmasked Estep 
Score: -149695488.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149697104.000000 to -149695488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -545414.750000 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -545414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -541331.875000 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -541331.9 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -542194.937500 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -542194.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -542333.250000 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -542333.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -542426.875000 Penalty: 4157.161133
	Iteration 3Q: 3 clusters Score -542426.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -542511.937500 Penalty: 4157.161133
	Iteration 4Q: 3 clusters Score -542511.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -542580.562500 Penalty: 4157.161133
	Iteration 5Q: 3 clusters Score -542580.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -542634.187500 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -542634.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -542689.500000 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -542689.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -542732.375000 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -542732.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -542767.250000 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -542767.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -542795.187500 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -542795.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -542821.562500 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -542821.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -542845.625000 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -542845.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -542861.562500 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -542861.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -542886.625000 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -542886.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -542915.500000 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -542915.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -542937.375000 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -542937.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -542955.000000 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -542955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -542975.562500 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -542975.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -543004.937500 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -543004.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -543039.500000 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -543039.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -543078.187500 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -543078.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -543111.000000 Penalty: 4157.161133
	Iteration 22Q: 3 clusters Score -543111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -543134.687500 Penalty: 4157.161133
	Iteration 23Q: 3 clusters Score -543134.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -543166.250000 Penalty: 4157.161133
	Iteration 24Q: 3 clusters Score -543166.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -543195.875000 Penalty: 4157.161133
	Iteration 25Q: 3 clusters Score -543195.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -543231.437500 Penalty: 4157.161133
	Iteration 26Q: 3 clusters Score -543231.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -543269.687500 Penalty: 4157.161133
	Iteration 27Q: 3 clusters Score -543269.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -543309.875000 Penalty: 4157.161133
	Iteration 28Q: 3 clusters Score -543309.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -543344.125000 Penalty: 4157.161133
	Iteration 29Q: 3 clusters Score -543344.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -543371.250000 Penalty: 4157.161133
	Iteration 30Q: 3 clusters Score -543371.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -543390.625000 Penalty: 4157.161133
	Iteration 31Q: 3 clusters Score -543390.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -543409.062500 Penalty: 4157.161133
	Iteration 32Q: 3 clusters Score -543409.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -543433.312500 Penalty: 4157.161133
	Iteration 33Q: 3 clusters Score -543433.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -543459.375000 Penalty: 4157.161133
	Iteration 34Q: 3 clusters Score -543459.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -543482.937500 Penalty: 4157.161133
	Iteration 35Q: 3 clusters Score -543482.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -543500.062500 Penalty: 4157.161133
	Iteration 36Q: 3 clusters Score -543500.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -543519.812500 Penalty: 4157.161133
	Iteration 37Q: 3 clusters Score -543519.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -543544.000000 Penalty: 4157.161133
	Iteration 38Q: 3 clusters Score -543544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -543564.187500 Penalty: 4157.161133
	Iteration 39Q: 3 clusters Score -543564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -543577.312500 Penalty: 4157.161133
	Iteration 40F: 3 clusters Score -543577.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -543585.625000 Penalty: 4157.161133
	Iteration 41Q: 3 clusters Score -543585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -543593.750000 Penalty: 4157.161133
	Iteration 42Q: 3 clusters Score -543593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -543599.750000 Penalty: 4157.161133
	Iteration 43Q: 3 clusters Score -543599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -543610.562500 Penalty: 4157.161133
	Iteration 44Q: 3 clusters Score -543610.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -543619.875000 Penalty: 4157.161133
	Iteration 45Q: 3 clusters Score -543619.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -543628.312500 Penalty: 4157.161133
	Iteration 46Q: 3 clusters Score -543628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -543642.312500 Penalty: 4157.161133
	Iteration 47Q: 3 clusters Score -543642.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -543651.187500 Penalty: 4157.161133
	Iteration 48Q: 3 clusters Score -543651.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -543658.937500 Penalty: 4157.161133
	Iteration 49Q: 3 clusters Score -543658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -543662.625000 Penalty: 4157.161133
	Iteration 50Q: 3 clusters Score -543662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -543670.937500 Penalty: 4157.161133
	Iteration 51Q: 3 clusters Score -543670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -543674.625000 Penalty: 4157.161133
	Iteration 52Q: 3 clusters Score -543674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -543676.187500 Penalty: 4157.161133
	Iteration 53Q: 3 clusters Score -543676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -543677.437500 Penalty: 4157.161133
	Iteration 54Q: 3 clusters Score -543677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -543679.625000 Penalty: 4157.161133
	Iteration 55Q: 3 clusters Score -543679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -543680.312500 Penalty: 4157.161133
	Iteration 56Q: 3 clusters Score -543680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -543680.312500 Penalty: 4157.161133
	Iteration 57F: 3 clusters Score -543680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Entering Unmasked Estep 
Score: -8621451.000000 Penalty: 2763.199707
	Iteration 0F: 2 clusters Score -8621451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -8575092.000000 Penalty: 5526.399414
	Iteration 0F: 3 clusters Score -8575092 nChanged 32300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -8593571.000000 Penalty: 5526.399414
	Iteration 1F: 3 clusters Score -8593571 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -8594242.000000 Penalty: 5526.399414
	Iteration 2Q: 3 clusters Score -8594242 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -8595158.000000 Penalty: 5526.399414
	Iteration 3Q: 3 clusters Score -8595158 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8596448.000000 Penalty: 5526.399414
	Iteration 4Q: 3 clusters Score -8596448 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -8598662.000000 Penalty: 5526.399414
	Iteration 5F: 3 clusters Score -8598662 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -8602249.000000 Penalty: 5526.399414
	Iteration 6F: 3 clusters Score -8602249 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -8607320.000000 Penalty: 5526.399414
	Iteration 7F: 3 clusters Score -8607320 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -8612766.000000 Penalty: 5526.399414
	Iteration 8F: 3 clusters Score -8612766 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -8616407.000000 Penalty: 5526.399414
	Iteration 9F: 3 clusters Score -8616407 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -8618090.000000 Penalty: 5526.399414
	Iteration 10Q: 3 clusters Score -8618090 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -8618585.000000 Penalty: 5526.399414
	Iteration 11Q: 3 clusters Score -8618585 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -8618782.000000 Penalty: 5526.399414
	Iteration 12Q: 3 clusters Score -8618782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -8618852.000000 Penalty: 5526.399414
	Iteration 13Q: 3 clusters Score -8618852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -8618896.000000 Penalty: 5526.399414
	Iteration 14Q: 3 clusters Score -8618896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -8618932.000000 Penalty: 5526.399414
	Iteration 15Q: 3 clusters Score -8618932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -8618952.000000 Penalty: 5526.399414
	Iteration 16Q: 3 clusters Score -8618952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -8618980.000000 Penalty: 5526.399414
	Iteration 17Q: 3 clusters Score -8618980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -8619007.000000 Penalty: 5526.399414
	Iteration 18Q: 3 clusters Score -8619007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8619014.000000 Penalty: 5526.399414
	Iteration 19Q: 3 clusters Score -8619014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -8619012.000000 Penalty: 5526.399414
	Iteration 20F: 3 clusters Score -8619012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8619016.000000 Penalty: 5526.399414
	Iteration 21Q: 3 clusters Score -8619016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -8619012.000000 Penalty: 5526.399414
	Iteration 22Q: 3 clusters Score -8619012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -8619012.000000 Penalty: 5526.399414
	Iteration 23F: 3 clusters Score -8619012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189960 members 
Entering Unmasked Estep 
Score: -24362430.000000 Penalty: 3014.333008
	Iteration 0F: 2 clusters Score -2.436243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -24237196.000000 Penalty: 6028.666016
	Iteration 0F: 3 clusters Score -2.42372e+07 nChanged 91451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -24291276.000000 Penalty: 6028.666016
	Iteration 1F: 3 clusters Score -2.429128e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -24292334.000000 Penalty: 6028.666016
	Iteration 2Q: 3 clusters Score -2.429233e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -24293738.000000 Penalty: 6028.666016
	Iteration 3Q: 3 clusters Score -2.429374e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -24295510.000000 Penalty: 6028.666016
	Iteration 4Q: 3 clusters Score -2.429551e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -24298060.000000 Penalty: 6028.666016
	Iteration 5Q: 3 clusters Score -2.429806e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -24302114.000000 Penalty: 6028.666016
	Iteration 6Q: 3 clusters Score -2.430211e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127578 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -24308398.000000 Penalty: 6028.666016
	Iteration 7F: 3 clusters Score -2.43084e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -24318752.000000 Penalty: 6028.666016
	Iteration 8F: 3 clusters Score -2.431875e+07 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -24332266.000000 Penalty: 6028.666016
	Iteration 9F: 3 clusters Score -2.433227e+07 nChanged 12836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -24344332.000000 Penalty: 6028.666016
	Iteration 10F: 3 clusters Score -2.434433e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174868 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -24352160.000000 Penalty: 6028.666016
	Iteration 11Q: 3 clusters Score -2.435216e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179825 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -24356110.000000 Penalty: 6028.666016
	Iteration 12Q: 3 clusters Score -2.435611e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -24358176.000000 Penalty: 6028.666016
	Iteration 13Q: 3 clusters Score -2.435818e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184480 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -24359330.000000 Penalty: 6028.666016
	Iteration 14Q: 3 clusters Score -2.435933e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185570 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -24359908.000000 Penalty: 6028.666016
	Iteration 15Q: 3 clusters Score -2.435991e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186255 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -24360134.000000 Penalty: 6028.666016
	Iteration 16Q: 3 clusters Score -2.436013e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -24360356.000000 Penalty: 6028.666016
	Iteration 17Q: 3 clusters Score -2.436036e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187126 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -24360400.000000 Penalty: 6028.666016
	Iteration 18Q: 3 clusters Score -2.43604e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187385 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -24360446.000000 Penalty: 6028.666016
	Iteration 19Q: 3 clusters Score -2.436045e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187566 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -24360444.000000 Penalty: 6028.666016
	Iteration 20F: 3 clusters Score -2.436044e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -24360484.000000 Penalty: 6028.666016
	Iteration 21Q: 3 clusters Score -2.436048e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187829 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -24360480.000000 Penalty: 6028.666016
	Iteration 22Q: 3 clusters Score -2.436048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187917 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -24360490.000000 Penalty: 6028.666016
	Iteration 23Q: 3 clusters Score -2.436049e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187976 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -24360500.000000 Penalty: 6028.666016
	Iteration 24Q: 3 clusters Score -2.43605e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -24360492.000000 Penalty: 6028.666016
	Iteration 25Q: 3 clusters Score -2.436049e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188118 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -24360498.000000 Penalty: 6028.666016
	Iteration 26Q: 3 clusters Score -2.43605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188177 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -24360502.000000 Penalty: 6028.666016
	Iteration 27Q: 3 clusters Score -2.43605e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188239 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24360502.000000 Penalty: 6028.666016
	Iteration 28Q: 3 clusters Score -2.43605e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188292 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -24360516.000000 Penalty: 6028.666016
	Iteration 29Q: 3 clusters Score -2.436052e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188340 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24360522.000000 Penalty: 6028.666016
	Iteration 30Q: 3 clusters Score -2.436052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188371 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -24360538.000000 Penalty: 6028.666016
	Iteration 31Q: 3 clusters Score -2.436054e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188404 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24360532.000000 Penalty: 6028.666016
	Iteration 32Q: 3 clusters Score -2.436053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188435 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -24360528.000000 Penalty: 6028.666016
	Iteration 33Q: 3 clusters Score -2.436053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188468 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -24360548.000000 Penalty: 6028.666016
	Iteration 34Q: 3 clusters Score -2.436055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188494 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -24360548.000000 Penalty: 6028.666016
	Iteration 35Q: 3 clusters Score -2.436055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188509 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -24360542.000000 Penalty: 6028.666016
	Iteration 36Q: 3 clusters Score -2.436054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -24360544.000000 Penalty: 6028.666016
	Iteration 37Q: 3 clusters Score -2.436054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188526 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -24360584.000000 Penalty: 6028.666016
	Iteration 38Q: 3 clusters Score -2.436058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188533 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -24360572.000000 Penalty: 6028.666016
	Iteration 39Q: 3 clusters Score -2.436057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -24360588.000000 Penalty: 6028.666016
	Iteration 40F: 3 clusters Score -2.436059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -24360592.000000 Penalty: 6028.666016
	Iteration 41Q: 3 clusters Score -2.436059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188560 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -24360620.000000 Penalty: 6028.666016
	Iteration 42Q: 3 clusters Score -2.436062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188567 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -24360626.000000 Penalty: 6028.666016
	Iteration 43Q: 3 clusters Score -2.436063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188575 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -24360624.000000 Penalty: 6028.666016
	Iteration 44Q: 3 clusters Score -2.436062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -24360616.000000 Penalty: 6028.666016
	Iteration 45Q: 3 clusters Score -2.436062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188588 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -24360596.000000 Penalty: 6028.666016
	Iteration 46Q: 3 clusters Score -2.43606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188597 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -24360598.000000 Penalty: 6028.666016
	Iteration 47Q: 3 clusters Score -2.43606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188604 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -24360590.000000 Penalty: 6028.666016
	Iteration 48Q: 3 clusters Score -2.436059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188614 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -24360590.000000 Penalty: 6028.666016
	Iteration 49Q: 3 clusters Score -2.436059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188625 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -24360602.000000 Penalty: 6028.666016
	Iteration 50Q: 3 clusters Score -2.43606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188637 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -24360598.000000 Penalty: 6028.666016
	Iteration 51Q: 3 clusters Score -2.43606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188648 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24360598.000000 Penalty: 6028.666016
	Iteration 52Q: 3 clusters Score -2.43606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188657 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24360582.000000 Penalty: 6028.666016
	Iteration 53Q: 3 clusters Score -2.436058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24360600.000000 Penalty: 6028.666016
	Iteration 54Q: 3 clusters Score -2.43606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -24360608.000000 Penalty: 6028.666016
	Iteration 55Q: 3 clusters Score -2.436061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188670 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24360604.000000 Penalty: 6028.666016
	Iteration 56Q: 3 clusters Score -2.43606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188672 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -24360598.000000 Penalty: 6028.666016
	Iteration 57Q: 3 clusters Score -2.43606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188670 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24360598.000000 Penalty: 6028.666016
	Iteration 58Q: 3 clusters Score -2.43606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188673 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -24360616.000000 Penalty: 6028.666016
	Iteration 59Q: 3 clusters Score -2.436062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24360594.000000 Penalty: 6028.666016
	Iteration 60F: 3 clusters Score -2.436059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188680 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -24360600.000000 Penalty: 6028.666016
	Iteration 61Q: 3 clusters Score -2.43606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188681 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -24360586.000000 Penalty: 6028.666016
	Iteration 62Q: 3 clusters Score -2.436059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188682 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -24360600.000000 Penalty: 6028.666016
	Iteration 63Q: 3 clusters Score -2.43606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188684 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -24360606.000000 Penalty: 6028.666016
	Iteration 64Q: 3 clusters Score -2.436061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188689 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -24360606.000000 Penalty: 6028.666016
	Iteration 65Q: 3 clusters Score -2.436061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -24360594.000000 Penalty: 6028.666016
	Iteration 66Q: 3 clusters Score -2.436059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188694 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24360606.000000 Penalty: 6028.666016
	Iteration 67Q: 3 clusters Score -2.436061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -24360608.000000 Penalty: 6028.666016
	Iteration 68Q: 3 clusters Score -2.436061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188696 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24360600.000000 Penalty: 6028.666016
	Iteration 69Q: 3 clusters Score -2.43606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188696 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -24360600.000000 Penalty: 6028.666016
	Iteration 70F: 3 clusters Score -2.43606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163686 members 
Entering Unmasked Estep 
Score: -20976830.000000 Penalty: 2977.414795
	Iteration 0F: 2 clusters Score -2.097683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 82082 members 
Entering Unmasked Estep 
Score: -20867926.000000 Penalty: 5954.829590
	Iteration 0F: 3 clusters Score -2.086793e+07 nChanged 78178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -20913338.000000 Penalty: 5954.829590
	Iteration 1F: 3 clusters Score -2.091334e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -20915132.000000 Penalty: 5954.829590
	Iteration 2Q: 3 clusters Score -2.091513e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 93929 members 
Entering Unmasked Estep 
Score: -20917922.000000 Penalty: 5954.829590
	Iteration 3Q: 3 clusters Score -2.091792e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -20922704.000000 Penalty: 5954.829590
	Iteration 4F: 3 clusters Score -2.09227e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 111120 members 
Entering Unmasked Estep 
Score: -20931338.000000 Penalty: 5954.829590
	Iteration 5F: 3 clusters Score -2.093134e+07 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -20943502.000000 Penalty: 5954.829590
	Iteration 6F: 3 clusters Score -2.09435e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -20956238.000000 Penalty: 5954.829590
	Iteration 7F: 3 clusters Score -2.095624e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -20965382.000000 Penalty: 5954.829590
	Iteration 8F: 3 clusters Score -2.096538e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 146411 members 
Entering Unmasked Estep 
Score: -20969502.000000 Penalty: 5954.829590
	Iteration 9Q: 3 clusters Score -2.09695e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -20971190.000000 Penalty: 5954.829590
	Iteration 10Q: 3 clusters Score -2.097119e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -20972088.000000 Penalty: 5954.829590
	Iteration 11Q: 3 clusters Score -2.097209e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -20972616.000000 Penalty: 5954.829590
	Iteration 12Q: 3 clusters Score -2.097262e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 152791 members 
Entering Unmasked Estep 
Score: -20973064.000000 Penalty: 5954.829590
	Iteration 13Q: 3 clusters Score -2.097306e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -20973464.000000 Penalty: 5954.829590
	Iteration 14Q: 3 clusters Score -2.097346e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -20973750.000000 Penalty: 5954.829590
	Iteration 15Q: 3 clusters Score -2.097375e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -20973994.000000 Penalty: 5954.829590
	Iteration 16Q: 3 clusters Score -2.097399e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -20974288.000000 Penalty: 5954.829590
	Iteration 17Q: 3 clusters Score -2.097429e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -20974436.000000 Penalty: 5954.829590
	Iteration 18Q: 3 clusters Score -2.097444e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -20974582.000000 Penalty: 5954.829590
	Iteration 19Q: 3 clusters Score -2.097458e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -20974682.000000 Penalty: 5954.829590
	Iteration 20F: 3 clusters Score -2.097468e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -20974754.000000 Penalty: 5954.829590
	Iteration 21Q: 3 clusters Score -2.097475e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -20974964.000000 Penalty: 5954.829590
	Iteration 22Q: 3 clusters Score -2.097496e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -20975038.000000 Penalty: 5954.829590
	Iteration 23Q: 3 clusters Score -2.097504e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -20975096.000000 Penalty: 5954.829590
	Iteration 24Q: 3 clusters Score -2.09751e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -20975130.000000 Penalty: 5954.829590
	Iteration 25Q: 3 clusters Score -2.097513e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -20975156.000000 Penalty: 5954.829590
	Iteration 26Q: 3 clusters Score -2.097516e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -20975184.000000 Penalty: 5954.829590
	Iteration 27Q: 3 clusters Score -2.097518e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -20975256.000000 Penalty: 5954.829590
	Iteration 28Q: 3 clusters Score -2.097526e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -20975224.000000 Penalty: 5954.829590
	Iteration 29Q: 3 clusters Score -2.097522e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -20975266.000000 Penalty: 5954.829590
	Iteration 30Q: 3 clusters Score -2.097527e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 160441 members 
Entering Unmasked Estep 
Score: -20975306.000000 Penalty: 5954.829590
	Iteration 31Q: 3 clusters Score -2.097531e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -20975312.000000 Penalty: 5954.829590
	Iteration 32Q: 3 clusters Score -2.097531e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 160605 members 
Entering Unmasked Estep 
Score: -20975324.000000 Penalty: 5954.829590
	Iteration 33Q: 3 clusters Score -2.097532e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 160668 members 
Entering Unmasked Estep 
Score: -20975326.000000 Penalty: 5954.829590
	Iteration 34Q: 3 clusters Score -2.097533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 160718 members 
Entering Unmasked Estep 
Score: -20975354.000000 Penalty: 5954.829590
	Iteration 35Q: 3 clusters Score -2.097535e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 160772 members 
Entering Unmasked Estep 
Score: -20975340.000000 Penalty: 5954.829590
	Iteration 36Q: 3 clusters Score -2.097534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -20975320.000000 Penalty: 5954.829590
	Iteration 37Q: 3 clusters Score -2.097532e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -20975330.000000 Penalty: 5954.829590
	Iteration 38Q: 3 clusters Score -2.097533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 160883 members 
Entering Unmasked Estep 
Score: -20975302.000000 Penalty: 5954.829590
	Iteration 39Q: 3 clusters Score -2.09753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -20975302.000000 Penalty: 5954.829590
	Iteration 40F: 3 clusters Score -2.09753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 41Q: 3 clusters Score -2.09753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 160944 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 42Q: 3 clusters Score -2.09753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 160951 members 
Entering Unmasked Estep 
Score: -20975296.000000 Penalty: 5954.829590
	Iteration 43Q: 3 clusters Score -2.09753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 160963 members 
Entering Unmasked Estep 
Score: -20975296.000000 Penalty: 5954.829590
	Iteration 44Q: 3 clusters Score -2.09753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 160976 members 
Entering Unmasked Estep 
Score: -20975286.000000 Penalty: 5954.829590
	Iteration 45Q: 3 clusters Score -2.097529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -20975292.000000 Penalty: 5954.829590
	Iteration 46Q: 3 clusters Score -2.097529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 160996 members 
Entering Unmasked Estep 
Score: -20975282.000000 Penalty: 5954.829590
	Iteration 47Q: 3 clusters Score -2.097528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 161006 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 48Q: 3 clusters Score -2.09753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 161017 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 49Q: 3 clusters Score -2.09753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -20975290.000000 Penalty: 5954.829590
	Iteration 50Q: 3 clusters Score -2.097529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 51Q: 3 clusters Score -2.09753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 161058 members 
Entering Unmasked Estep 
Score: -20975298.000000 Penalty: 5954.829590
	Iteration 52Q: 3 clusters Score -2.09753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -20975294.000000 Penalty: 5954.829590
	Iteration 53Q: 3 clusters Score -2.097529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -20975296.000000 Penalty: 5954.829590
	Iteration 54Q: 3 clusters Score -2.09753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -20975306.000000 Penalty: 5954.829590
	Iteration 55Q: 3 clusters Score -2.097531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 161098 members 
Entering Unmasked Estep 
Score: -20975310.000000 Penalty: 5954.829590
	Iteration 56Q: 3 clusters Score -2.097531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -20975316.000000 Penalty: 5954.829590
	Iteration 57Q: 3 clusters Score -2.097532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 58Q: 3 clusters Score -2.09753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 161121 members 
Entering Unmasked Estep 
Score: -20975300.000000 Penalty: 5954.829590
	Iteration 59Q: 3 clusters Score -2.09753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 161127 members 
Entering Unmasked Estep 
Score: -20975306.000000 Penalty: 5954.829590
	Iteration 60F: 3 clusters Score -2.097531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -20975312.000000 Penalty: 5954.829590
	Iteration 61Q: 3 clusters Score -2.097531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 161133 members 
Entering Unmasked Estep 
Score: -20975306.000000 Penalty: 5954.829590
	Iteration 62Q: 3 clusters Score -2.097531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 161135 members 
Entering Unmasked Estep 
Score: -20975316.000000 Penalty: 5954.829590
	Iteration 63Q: 3 clusters Score -2.097532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 161136 members 
Entering Unmasked Estep 
Score: -20975318.000000 Penalty: 5954.829590
	Iteration 64Q: 3 clusters Score -2.097532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 161137 members 
Entering Unmasked Estep 
Score: -20975314.000000 Penalty: 5954.829590
	Iteration 65Q: 3 clusters Score -2.097531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 161138 members 
Entering Unmasked Estep 
Score: -20975312.000000 Penalty: 5954.829590
	Iteration 66Q: 3 clusters Score -2.097531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 161138 members 
Entering Unmasked Estep 
Score: -20975312.000000 Penalty: 5954.829590
	Iteration 67F: 3 clusters Score -2.097531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178960 members 
Entering Unmasked Estep 
Score: -22982546.000000 Penalty: 2999.539551
	Iteration 0F: 2 clusters Score -2.298255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -22865142.000000 Penalty: 5999.079102
	Iteration 0F: 3 clusters Score -2.286514e+07 nChanged 85753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -22915306.000000 Penalty: 5999.079102
	Iteration 1F: 3 clusters Score -2.291531e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -22916252.000000 Penalty: 5999.079102
	Iteration 2Q: 3 clusters Score -2.291625e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -22917438.000000 Penalty: 5999.079102
	Iteration 3Q: 3 clusters Score -2.291744e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -22918518.000000 Penalty: 5999.079102
	Iteration 4Q: 3 clusters Score -2.291852e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -22920438.000000 Penalty: 5999.079102
	Iteration 5Q: 3 clusters Score -2.292044e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -22922884.000000 Penalty: 5999.079102
	Iteration 6Q: 3 clusters Score -2.292288e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -22926468.000000 Penalty: 5999.079102
	Iteration 7Q: 3 clusters Score -2.292647e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -22931888.000000 Penalty: 5999.079102
	Iteration 8F: 3 clusters Score -2.293189e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -22939730.000000 Penalty: 5999.079102
	Iteration 9F: 3 clusters Score -2.293973e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125721 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -22949228.000000 Penalty: 5999.079102
	Iteration 10F: 3 clusters Score -2.294923e+07 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -22957690.000000 Penalty: 5999.079102
	Iteration 11F: 3 clusters Score -2.295769e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137518 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -22962838.000000 Penalty: 5999.079102
	Iteration 12Q: 3 clusters Score -2.296284e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -22965672.000000 Penalty: 5999.079102
	Iteration 13Q: 3 clusters Score -2.296567e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -22967794.000000 Penalty: 5999.079102
	Iteration 14Q: 3 clusters Score -2.296779e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -22969764.000000 Penalty: 5999.079102
	Iteration 15Q: 3 clusters Score -2.296976e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151888 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -22971396.000000 Penalty: 5999.079102
	Iteration 16Q: 3 clusters Score -2.29714e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -22972908.000000 Penalty: 5999.079102
	Iteration 17Q: 3 clusters Score -2.297291e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -22974382.000000 Penalty: 5999.079102
	Iteration 18Q: 3 clusters Score -2.297438e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -22975964.000000 Penalty: 5999.079102
	Iteration 19Q: 3 clusters Score -2.297596e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162704 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -22977236.000000 Penalty: 5999.079102
	Iteration 20F: 3 clusters Score -2.297724e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -22978168.000000 Penalty: 5999.079102
	Iteration 21Q: 3 clusters Score -2.297817e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166606 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -22979048.000000 Penalty: 5999.079102
	Iteration 22Q: 3 clusters Score -2.297905e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -22979694.000000 Penalty: 5999.079102
	Iteration 23Q: 3 clusters Score -2.297969e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -22980218.000000 Penalty: 5999.079102
	Iteration 24Q: 3 clusters Score -2.298022e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -22980448.000000 Penalty: 5999.079102
	Iteration 25Q: 3 clusters Score -2.298045e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -22980710.000000 Penalty: 5999.079102
	Iteration 26Q: 3 clusters Score -2.298071e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172503 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -22980850.000000 Penalty: 5999.079102
	Iteration 27Q: 3 clusters Score -2.298085e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173160 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -22980948.000000 Penalty: 5999.079102
	Iteration 28Q: 3 clusters Score -2.298095e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173737 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -22980974.000000 Penalty: 5999.079102
	Iteration 29Q: 3 clusters Score -2.298097e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -22981050.000000 Penalty: 5999.079102
	Iteration 30Q: 3 clusters Score -2.298105e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174651 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -22981086.000000 Penalty: 5999.079102
	Iteration 31Q: 3 clusters Score -2.298109e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -22981114.000000 Penalty: 5999.079102
	Iteration 32Q: 3 clusters Score -2.298111e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175329 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22981124.000000 Penalty: 5999.079102
	Iteration 33Q: 3 clusters Score -2.298112e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -22981156.000000 Penalty: 5999.079102
	Iteration 34Q: 3 clusters Score -2.298116e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175792 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22981134.000000 Penalty: 5999.079102
	Iteration 35Q: 3 clusters Score -2.298113e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -22981086.000000 Penalty: 5999.079102
	Iteration 36Q: 3 clusters Score -2.298109e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176105 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -22981100.000000 Penalty: 5999.079102
	Iteration 37Q: 3 clusters Score -2.29811e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176221 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22981102.000000 Penalty: 5999.079102
	Iteration 38Q: 3 clusters Score -2.29811e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176340 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -22981120.000000 Penalty: 5999.079102
	Iteration 39Q: 3 clusters Score -2.298112e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176447 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -22981150.000000 Penalty: 5999.079102
	Iteration 40F: 3 clusters Score -2.298115e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22981112.000000 Penalty: 5999.079102
	Iteration 41Q: 3 clusters Score -2.298111e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22981120.000000 Penalty: 5999.079102
	Iteration 42Q: 3 clusters Score -2.298112e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -22981112.000000 Penalty: 5999.079102
	Iteration 43Q: 3 clusters Score -2.298111e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -22981094.000000 Penalty: 5999.079102
	Iteration 44Q: 3 clusters Score -2.298109e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22981088.000000 Penalty: 5999.079102
	Iteration 45Q: 3 clusters Score -2.298109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22981082.000000 Penalty: 5999.079102
	Iteration 46Q: 3 clusters Score -2.298108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176761 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22981090.000000 Penalty: 5999.079102
	Iteration 47Q: 3 clusters Score -2.298109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -22981058.000000 Penalty: 5999.079102
	Iteration 48Q: 3 clusters Score -2.298106e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22981034.000000 Penalty: 5999.079102
	Iteration 49Q: 3 clusters Score -2.298103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176816 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -22981024.000000 Penalty: 5999.079102
	Iteration 50Q: 3 clusters Score -2.298102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176826 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -22980984.000000 Penalty: 5999.079102
	Iteration 51Q: 3 clusters Score -2.298098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22981014.000000 Penalty: 5999.079102
	Iteration 52Q: 3 clusters Score -2.298101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176854 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22980986.000000 Penalty: 5999.079102
	Iteration 53Q: 3 clusters Score -2.298099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176867 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -22980982.000000 Penalty: 5999.079102
	Iteration 54Q: 3 clusters Score -2.298098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176870 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22980992.000000 Penalty: 5999.079102
	Iteration 55Q: 3 clusters Score -2.298099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22980994.000000 Penalty: 5999.079102
	Iteration 56Q: 3 clusters Score -2.298099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176871 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22980994.000000 Penalty: 5999.079102
	Iteration 57F: 3 clusters Score -2.298099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 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: -33741.601562 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33741.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33846.113281 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33846.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33874.113281 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33874.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33891.949219 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -33891.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33895.382812 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -33895.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33895.382812 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -33895.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 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 376 members 
Entering Unmasked Estep 
Score: -78126.210938 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78126.21 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78493.539062 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78493.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78709.671875 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78709.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79054.171875 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -79054.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79447.085938 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -79447.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79699.625000 Penalty: 3281.568359
	Iteration 5F: 3 clusters Score -79699.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79781.328125 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -79781.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79825.578125 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -79825.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79844.523438 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -79844.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79851.851562 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -79851.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79854.992188 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -79854.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79854.992188 Penalty: 3281.568359
	Iteration 11F: 3 clusters Score -79854.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69005 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 163686 members 
Mstep: Class 10 contains 178960 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216152 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 503 members 
Mstep: Class 18 contains 95096 members 
Mstep: Class 19 contains 31916 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32642 members 
Mstep: Class 22 contains 63000 members 
Entering Unmasked Estep 
Score: -149695376.000000 Penalty: 72857.820312
Splitting cluster 12 changes total score from -149697104.000000 to -149695376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64190.921875 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64190.92 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64887.308594 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64887.31 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65519.082031 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -65519.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65746.375000 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -65746.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65857.750000 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -65857.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65959.804688 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -65959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66029.125000 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -66029.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66060.562500 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -66060.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66080.367188 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66080.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66104.101562 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66126.812500 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66126.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66144.867188 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -66144.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66175.812500 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66175.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66207.125000 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -66207.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66226.695312 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -66226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66231.437500 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -66231.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66233.460938 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -66233.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66233.460938 Penalty: 3214.862061
	Iteration 17F: 3 clusters Score -66233.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69005 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 163686 members 
Mstep: Class 10 contains 178960 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 259 members 
Mstep: Class 14 contains 216152 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 18 contains 95096 members 
Mstep: Class 19 contains 31916 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32642 members 
Mstep: Class 22 contains 63000 members 
Entering Unmasked Estep 
Score: -149695616.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149697104.000000 to -149695616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (216152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216152 members 
Entering Unmasked Estep 
Score: -27633238.000000 Penalty: 3046.366699
	Iteration 0F: 2 clusters Score -2.763324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -27495212.000000 Penalty: 6092.733398
	Iteration 0F: 3 clusters Score -2.749521e+07 nChanged 104193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106456 members 
Mstep: Class 2 contains 109696 members 
Entering Unmasked Estep 
Score: -27555304.000000 Penalty: 6092.733398
	Iteration 1F: 3 clusters Score -2.75553e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -27555958.000000 Penalty: 6092.733398
	Iteration 2Q: 3 clusters Score -2.755596e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -27556600.000000 Penalty: 6092.733398
	Iteration 3Q: 3 clusters Score -2.75566e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -27557356.000000 Penalty: 6092.733398
	Iteration 4Q: 3 clusters Score -2.755736e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -27558178.000000 Penalty: 6092.733398
	Iteration 5Q: 3 clusters Score -2.755818e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -27559486.000000 Penalty: 6092.733398
	Iteration 6Q: 3 clusters Score -2.755949e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 118616 members 
Entering Unmasked Estep 
Score: -27561042.000000 Penalty: 6092.733398
	Iteration 7Q: 3 clusters Score -2.756104e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 123611 members 
Entering Unmasked Estep 
Score: -27563566.000000 Penalty: 6092.733398
	Iteration 8Q: 3 clusters Score -2.756357e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 130997 members 
Entering Unmasked Estep 
Score: -27567608.000000 Penalty: 6092.733398
	Iteration 9Q: 3 clusters Score -2.756761e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -27574066.000000 Penalty: 6092.733398
	Iteration 10F: 3 clusters Score -2.757407e+07 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -27584578.000000 Penalty: 6092.733398
	Iteration 11F: 3 clusters Score -2.758458e+07 nChanged 15314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 169261 members 
Entering Unmasked Estep 
Score: -27597778.000000 Penalty: 6092.733398
	Iteration 12F: 3 clusters Score -2.759778e+07 nChanged 13711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 182434 members 
Entering Unmasked Estep 
Score: -27609510.000000 Penalty: 6092.733398
	Iteration 13F: 3 clusters Score -2.760951e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 192646 members 
Entering Unmasked Estep 
Score: -27617474.000000 Penalty: 6092.733398
	Iteration 14Q: 3 clusters Score -2.761747e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 199987 members 
Entering Unmasked Estep 
Score: -27622414.000000 Penalty: 6092.733398
	Iteration 15Q: 3 clusters Score -2.762241e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 205102 members 
Entering Unmasked Estep 
Score: -27625360.000000 Penalty: 6092.733398
	Iteration 16Q: 3 clusters Score -2.762536e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 208801 members 
Entering Unmasked Estep 
Score: -27627322.000000 Penalty: 6092.733398
	Iteration 17Q: 3 clusters Score -2.762732e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 211387 members 
Entering Unmasked Estep 
Score: -27628542.000000 Penalty: 6092.733398
	Iteration 18Q: 3 clusters Score -2.762854e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 213172 members 
Entering Unmasked Estep 
Score: -27629422.000000 Penalty: 6092.733398
	Iteration 19Q: 3 clusters Score -2.762942e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 214314 members 
Entering Unmasked Estep 
Score: -27630028.000000 Penalty: 6092.733398
	Iteration 20F: 3 clusters Score -2.763003e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 214985 members 
Entering Unmasked Estep 
Score: -27630332.000000 Penalty: 6092.733398
	Iteration 21Q: 3 clusters Score -2.763033e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 215363 members 
Entering Unmasked Estep 
Score: -27630390.000000 Penalty: 6092.733398
	Iteration 22Q: 3 clusters Score -2.763039e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 215537 members 
Entering Unmasked Estep 
Score: -27630466.000000 Penalty: 6092.733398
	Iteration 23Q: 3 clusters Score -2.763047e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 215630 members 
Entering Unmasked Estep 
Score: -27630530.000000 Penalty: 6092.733398
	Iteration 24Q: 3 clusters Score -2.763053e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 215687 members 
Entering Unmasked Estep 
Score: -27630568.000000 Penalty: 6092.733398
	Iteration 25Q: 3 clusters Score -2.763057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 215720 members 
Entering Unmasked Estep 
Score: -27630566.000000 Penalty: 6092.733398
	Iteration 26Q: 3 clusters Score -2.763057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 215740 members 
Entering Unmasked Estep 
Score: -27630606.000000 Penalty: 6092.733398
	Iteration 27Q: 3 clusters Score -2.763061e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 215756 members 
Entering Unmasked Estep 
Score: -27630634.000000 Penalty: 6092.733398
	Iteration 28Q: 3 clusters Score -2.763063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 215772 members 
Entering Unmasked Estep 
Score: -27630648.000000 Penalty: 6092.733398
	Iteration 29Q: 3 clusters Score -2.763065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 215777 members 
Entering Unmasked Estep 
Score: -27630640.000000 Penalty: 6092.733398
	Iteration 30Q: 3 clusters Score -2.763064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 215782 members 
Entering Unmasked Estep 
Score: -27630628.000000 Penalty: 6092.733398
	Iteration 31Q: 3 clusters Score -2.763063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 215787 members 
Entering Unmasked Estep 
Score: -27630636.000000 Penalty: 6092.733398
	Iteration 32Q: 3 clusters Score -2.763064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 215786 members 
Entering Unmasked Estep 
Score: -27630646.000000 Penalty: 6092.733398
	Iteration 33Q: 3 clusters Score -2.763065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215791 members 
Entering Unmasked Estep 
Score: -27630634.000000 Penalty: 6092.733398
	Iteration 34Q: 3 clusters Score -2.763063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -27630652.000000 Penalty: 6092.733398
	Iteration 35Q: 3 clusters Score -2.763065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 215797 members 
Entering Unmasked Estep 
Score: -27630656.000000 Penalty: 6092.733398
	Iteration 36Q: 3 clusters Score -2.763066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 215802 members 
Entering Unmasked Estep 
Score: -27630662.000000 Penalty: 6092.733398
	Iteration 37Q: 3 clusters Score -2.763066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 215804 members 
Entering Unmasked Estep 
Score: -27630658.000000 Penalty: 6092.733398
	Iteration 38Q: 3 clusters Score -2.763066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 215806 members 
Entering Unmasked Estep 
Score: -27630658.000000 Penalty: 6092.733398
	Iteration 39Q: 3 clusters Score -2.763066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 215809 members 
Entering Unmasked Estep 
Score: -27630662.000000 Penalty: 6092.733398
	Iteration 40F: 3 clusters Score -2.763066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 215808 members 
Entering Unmasked Estep 
Score: -27630660.000000 Penalty: 6092.733398
	Iteration 41Q: 3 clusters Score -2.763066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 215809 members 
Entering Unmasked Estep 
Score: -27630652.000000 Penalty: 6092.733398
	Iteration 42Q: 3 clusters Score -2.763065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 215809 members 
Entering Unmasked Estep 
Score: -27630652.000000 Penalty: 6092.733398
	Iteration 43F: 3 clusters Score -2.763065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Entering Unmasked Estep 
Score: -2396874.250000 Penalty: 2439.264404
	Iteration 0F: 2 clusters Score -2396874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2383610.250000 Penalty: 4878.528809
	Iteration 0F: 3 clusters Score -2383610 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2387783.500000 Penalty: 4878.528809
	Iteration 1F: 3 clusters Score -2387784 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2388153.000000 Penalty: 4878.528809
	Iteration 2F: 3 clusters Score -2388153 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2388467.000000 Penalty: 4878.528809
	Iteration 3Q: 3 clusters Score -2388467 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2388751.000000 Penalty: 4878.528809
	Iteration 4Q: 3 clusters Score -2388751 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2388997.250000 Penalty: 4878.528809
	Iteration 5Q: 3 clusters Score -2388997 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2389240.750000 Penalty: 4878.528809
	Iteration 6Q: 3 clusters Score -2389241 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2389497.750000 Penalty: 4878.528809
	Iteration 7Q: 3 clusters Score -2389498 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2389802.500000 Penalty: 4878.528809
	Iteration 8Q: 3 clusters Score -2389802 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2390234.250000 Penalty: 4878.528809
	Iteration 9Q: 3 clusters Score -2390234 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2390813.000000 Penalty: 4878.528809
	Iteration 10Q: 3 clusters Score -2390813 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2391557.500000 Penalty: 4878.528809
	Iteration 11Q: 3 clusters Score -2391558 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2392280.500000 Penalty: 4878.528809
	Iteration 12Q: 3 clusters Score -2392280 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2392876.000000 Penalty: 4878.528809
	Iteration 13Q: 3 clusters Score -2392876 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2393330.250000 Penalty: 4878.528809
	Iteration 14Q: 3 clusters Score -2393330 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2393676.000000 Penalty: 4878.528809
	Iteration 15Q: 3 clusters Score -2393676 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2393909.500000 Penalty: 4878.528809
	Iteration 16Q: 3 clusters Score -2393910 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2394095.250000 Penalty: 4878.528809
	Iteration 17Q: 3 clusters Score -2394095 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2394194.250000 Penalty: 4878.528809
	Iteration 18Q: 3 clusters Score -2394194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2394264.000000 Penalty: 4878.528809
	Iteration 19Q: 3 clusters Score -2394264 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2394324.250000 Penalty: 4878.528809
	Iteration 20F: 3 clusters Score -2394324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2394363.500000 Penalty: 4878.528809
	Iteration 21Q: 3 clusters Score -2394364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2394394.750000 Penalty: 4878.528809
	Iteration 22Q: 3 clusters Score -2394395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2394424.000000 Penalty: 4878.528809
	Iteration 23Q: 3 clusters Score -2394424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2394441.750000 Penalty: 4878.528809
	Iteration 24Q: 3 clusters Score -2394442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2394460.000000 Penalty: 4878.528809
	Iteration 25Q: 3 clusters Score -2394460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2394473.000000 Penalty: 4878.528809
	Iteration 26Q: 3 clusters Score -2394473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2394495.250000 Penalty: 4878.528809
	Iteration 27Q: 3 clusters Score -2394495 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2394502.250000 Penalty: 4878.528809
	Iteration 28Q: 3 clusters Score -2394502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2394511.000000 Penalty: 4878.528809
	Iteration 29Q: 3 clusters Score -2394511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2394519.750000 Penalty: 4878.528809
	Iteration 30Q: 3 clusters Score -2394520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2394533.500000 Penalty: 4878.528809
	Iteration 31Q: 3 clusters Score -2394534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2394545.750000 Penalty: 4878.528809
	Iteration 32Q: 3 clusters Score -2394546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2394547.000000 Penalty: 4878.528809
	Iteration 33Q: 3 clusters Score -2394547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2394560.000000 Penalty: 4878.528809
	Iteration 34Q: 3 clusters Score -2394560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2394570.500000 Penalty: 4878.528809
	Iteration 35Q: 3 clusters Score -2394570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2394573.500000 Penalty: 4878.528809
	Iteration 36Q: 3 clusters Score -2394574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2394584.500000 Penalty: 4878.528809
	Iteration 37Q: 3 clusters Score -2394584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2394581.250000 Penalty: 4878.528809
	Iteration 38Q: 3 clusters Score -2394581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2394587.000000 Penalty: 4878.528809
	Iteration 39Q: 3 clusters Score -2394587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2394588.500000 Penalty: 4878.528809
	Iteration 40F: 3 clusters Score -2394588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2394591.500000 Penalty: 4878.528809
	Iteration 41Q: 3 clusters Score -2394592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2394598.500000 Penalty: 4878.528809
	Iteration 42Q: 3 clusters Score -2394598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2394599.000000 Penalty: 4878.528809
	Iteration 43Q: 3 clusters Score -2394599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2394602.750000 Penalty: 4878.528809
	Iteration 44Q: 3 clusters Score -2394603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2394606.500000 Penalty: 4878.528809
	Iteration 45Q: 3 clusters Score -2394606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2394610.000000 Penalty: 4878.528809
	Iteration 46Q: 3 clusters Score -2394610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2394612.500000 Penalty: 4878.528809
	Iteration 47Q: 3 clusters Score -2394612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2394611.750000 Penalty: 4878.528809
	Iteration 48Q: 3 clusters Score -2394612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2394616.500000 Penalty: 4878.528809
	Iteration 49Q: 3 clusters Score -2394616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2394618.750000 Penalty: 4878.528809
	Iteration 50Q: 3 clusters Score -2394619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2394617.750000 Penalty: 4878.528809
	Iteration 51Q: 3 clusters Score -2394618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2394618.750000 Penalty: 4878.528809
	Iteration 52Q: 3 clusters Score -2394619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2394617.750000 Penalty: 4878.528809
	Iteration 53Q: 3 clusters Score -2394618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2394621.000000 Penalty: 4878.528809
	Iteration 54Q: 3 clusters Score -2394621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2394623.750000 Penalty: 4878.528809
	Iteration 55Q: 3 clusters Score -2394624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2394625.750000 Penalty: 4878.528809
	Iteration 56Q: 3 clusters Score -2394626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2394630.000000 Penalty: 4878.528809
	Iteration 57Q: 3 clusters Score -2394630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2394630.500000 Penalty: 4878.528809
	Iteration 58Q: 3 clusters Score -2394630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2394636.500000 Penalty: 4878.528809
	Iteration 59Q: 3 clusters Score -2394636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2394640.000000 Penalty: 4878.528809
	Iteration 60F: 3 clusters Score -2394640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2394647.750000 Penalty: 4878.528809
	Iteration 61Q: 3 clusters Score -2394648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2394651.500000 Penalty: 4878.528809
	Iteration 62Q: 3 clusters Score -2394652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2394656.000000 Penalty: 4878.528809
	Iteration 63Q: 3 clusters Score -2394656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2394656.000000 Penalty: 4878.528809
	Iteration 64Q: 3 clusters Score -2394656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2394659.000000 Penalty: 4878.528809
	Iteration 65Q: 3 clusters Score -2394659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2394661.000000 Penalty: 4878.528809
	Iteration 66Q: 3 clusters Score -2394661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2394660.250000 Penalty: 4878.528809
	Iteration 67Q: 3 clusters Score -2394660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2394662.500000 Penalty: 4878.528809
	Iteration 68Q: 3 clusters Score -2394662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2394662.000000 Penalty: 4878.528809
	Iteration 69Q: 3 clusters Score -2394662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2394662.000000 Penalty: 4878.528809
	Iteration 70Q: 3 clusters Score -2394662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2394665.000000 Penalty: 4878.528809
	Iteration 71Q: 3 clusters Score -2394665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2394663.250000 Penalty: 4878.528809
	Iteration 72Q: 3 clusters Score -2394663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2394663.250000 Penalty: 4878.528809
	Iteration 73F: 3 clusters Score -2394663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (95096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Entering Unmasked Estep 
Score: -12301318.000000 Penalty: 2842.735352
	Iteration 0F: 2 clusters Score -1.230132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -12237671.000000 Penalty: 5685.470703
	Iteration 0F: 3 clusters Score -1.223767e+07 nChanged 44800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -12262814.000000 Penalty: 5685.470703
	Iteration 1F: 3 clusters Score -1.226281e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -12263474.000000 Penalty: 5685.470703
	Iteration 2Q: 3 clusters Score -1.226347e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -12264037.000000 Penalty: 5685.470703
	Iteration 3Q: 3 clusters Score -1.226404e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -12264642.000000 Penalty: 5685.470703
	Iteration 4Q: 3 clusters Score -1.226464e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -12265364.000000 Penalty: 5685.470703
	Iteration 5Q: 3 clusters Score -1.226536e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -12266067.000000 Penalty: 5685.470703
	Iteration 6Q: 3 clusters Score -1.226607e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -12267054.000000 Penalty: 5685.470703
	Iteration 7Q: 3 clusters Score -1.226705e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -12268337.000000 Penalty: 5685.470703
	Iteration 8Q: 3 clusters Score -1.226834e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -12269670.000000 Penalty: 5685.470703
	Iteration 9Q: 3 clusters Score -1.226967e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -12271320.000000 Penalty: 5685.470703
	Iteration 10Q: 3 clusters Score -1.227132e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -12273447.000000 Penalty: 5685.470703
	Iteration 11Q: 3 clusters Score -1.227345e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -12276522.000000 Penalty: 5685.470703
	Iteration 12F: 3 clusters Score -1.227652e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -12280591.000000 Penalty: 5685.470703
	Iteration 13F: 3 clusters Score -1.228059e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -12284741.000000 Penalty: 5685.470703
	Iteration 14F: 3 clusters Score -1.228474e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -12286965.000000 Penalty: 5685.470703
	Iteration 15Q: 3 clusters Score -1.228696e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -12287844.000000 Penalty: 5685.470703
	Iteration 16Q: 3 clusters Score -1.228784e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -12288191.000000 Penalty: 5685.470703
	Iteration 17Q: 3 clusters Score -1.228819e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -12288399.000000 Penalty: 5685.470703
	Iteration 18Q: 3 clusters Score -1.22884e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -12288650.000000 Penalty: 5685.470703
	Iteration 19Q: 3 clusters Score -1.228865e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -12288784.000000 Penalty: 5685.470703
	Iteration 20F: 3 clusters Score -1.228878e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -12288861.000000 Penalty: 5685.470703
	Iteration 21Q: 3 clusters Score -1.228886e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -12289003.000000 Penalty: 5685.470703
	Iteration 22Q: 3 clusters Score -1.2289e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -12289163.000000 Penalty: 5685.470703
	Iteration 23Q: 3 clusters Score -1.228916e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -12289244.000000 Penalty: 5685.470703
	Iteration 24Q: 3 clusters Score -1.228924e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -12289334.000000 Penalty: 5685.470703
	Iteration 25Q: 3 clusters Score -1.228933e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -12289426.000000 Penalty: 5685.470703
	Iteration 26Q: 3 clusters Score -1.228943e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -12289531.000000 Penalty: 5685.470703
	Iteration 27Q: 3 clusters Score -1.228953e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -12289576.000000 Penalty: 5685.470703
	Iteration 28Q: 3 clusters Score -1.228958e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -12289654.000000 Penalty: 5685.470703
	Iteration 29Q: 3 clusters Score -1.228965e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -12289735.000000 Penalty: 5685.470703
	Iteration 30Q: 3 clusters Score -1.228974e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -12289827.000000 Penalty: 5685.470703
	Iteration 31Q: 3 clusters Score -1.228983e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -12289952.000000 Penalty: 5685.470703
	Iteration 32Q: 3 clusters Score -1.228995e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -12289982.000000 Penalty: 5685.470703
	Iteration 33Q: 3 clusters Score -1.228998e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -12290099.000000 Penalty: 5685.470703
	Iteration 34Q: 3 clusters Score -1.22901e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -12290254.000000 Penalty: 5685.470703
	Iteration 35Q: 3 clusters Score -1.229025e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -12290381.000000 Penalty: 5685.470703
	Iteration 36Q: 3 clusters Score -1.229038e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -12290509.000000 Penalty: 5685.470703
	Iteration 37Q: 3 clusters Score -1.229051e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -12290599.000000 Penalty: 5685.470703
	Iteration 38Q: 3 clusters Score -1.22906e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -12290687.000000 Penalty: 5685.470703
	Iteration 39Q: 3 clusters Score -1.229069e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -12290823.000000 Penalty: 5685.470703
	Iteration 40F: 3 clusters Score -1.229082e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -12290933.000000 Penalty: 5685.470703
	Iteration 41Q: 3 clusters Score -1.229093e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -12291070.000000 Penalty: 5685.470703
	Iteration 42Q: 3 clusters Score -1.229107e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68168 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -12291217.000000 Penalty: 5685.470703
	Iteration 43Q: 3 clusters Score -1.229122e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -12291353.000000 Penalty: 5685.470703
	Iteration 44Q: 3 clusters Score -1.229135e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -12291564.000000 Penalty: 5685.470703
	Iteration 45Q: 3 clusters Score -1.229156e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -12291751.000000 Penalty: 5685.470703
	Iteration 46Q: 3 clusters Score -1.229175e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -12291964.000000 Penalty: 5685.470703
	Iteration 47Q: 3 clusters Score -1.229196e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -12292160.000000 Penalty: 5685.470703
	Iteration 48Q: 3 clusters Score -1.229216e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -12292429.000000 Penalty: 5685.470703
	Iteration 49Q: 3 clusters Score -1.229243e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -12292749.000000 Penalty: 5685.470703
	Iteration 50Q: 3 clusters Score -1.229275e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -12293026.000000 Penalty: 5685.470703
	Iteration 51Q: 3 clusters Score -1.229303e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -12293297.000000 Penalty: 5685.470703
	Iteration 52Q: 3 clusters Score -1.22933e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -12293593.000000 Penalty: 5685.470703
	Iteration 53Q: 3 clusters Score -1.229359e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -12293919.000000 Penalty: 5685.470703
	Iteration 54Q: 3 clusters Score -1.229392e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -12294234.000000 Penalty: 5685.470703
	Iteration 55Q: 3 clusters Score -1.229423e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -12294529.000000 Penalty: 5685.470703
	Iteration 56Q: 3 clusters Score -1.229453e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -12294830.000000 Penalty: 5685.470703
	Iteration 57Q: 3 clusters Score -1.229483e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -12295163.000000 Penalty: 5685.470703
	Iteration 58Q: 3 clusters Score -1.229516e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -12295393.000000 Penalty: 5685.470703
	Iteration 59Q: 3 clusters Score -1.229539e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -12295731.000000 Penalty: 5685.470703
	Iteration 60F: 3 clusters Score -1.229573e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85689 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -12295941.000000 Penalty: 5685.470703
	Iteration 61Q: 3 clusters Score -1.229594e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -12296203.000000 Penalty: 5685.470703
	Iteration 62Q: 3 clusters Score -1.22962e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -12296416.000000 Penalty: 5685.470703
	Iteration 63Q: 3 clusters Score -1.229642e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -12296595.000000 Penalty: 5685.470703
	Iteration 64Q: 3 clusters Score -1.22966e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -12296833.000000 Penalty: 5685.470703
	Iteration 65Q: 3 clusters Score -1.229683e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89228 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -12297060.000000 Penalty: 5685.470703
	Iteration 66Q: 3 clusters Score -1.229706e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -12297274.000000 Penalty: 5685.470703
	Iteration 67Q: 3 clusters Score -1.229727e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -12297488.000000 Penalty: 5685.470703
	Iteration 68Q: 3 clusters Score -1.229749e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -12297626.000000 Penalty: 5685.470703
	Iteration 69Q: 3 clusters Score -1.229763e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -12297830.000000 Penalty: 5685.470703
	Iteration 70Q: 3 clusters Score -1.229783e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -12297978.000000 Penalty: 5685.470703
	Iteration 71Q: 3 clusters Score -1.229798e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -12298155.000000 Penalty: 5685.470703
	Iteration 72Q: 3 clusters Score -1.229816e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -12298244.000000 Penalty: 5685.470703
	Iteration 73Q: 3 clusters Score -1.229824e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12298334.000000 Penalty: 5685.470703
	Iteration 74Q: 3 clusters Score -1.229833e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -12298399.000000 Penalty: 5685.470703
	Iteration 75Q: 3 clusters Score -1.22984e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12298435.000000 Penalty: 5685.470703
	Iteration 76Q: 3 clusters Score -1.229844e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -12298449.000000 Penalty: 5685.470703
	Iteration 77Q: 3 clusters Score -1.229845e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -12298472.000000 Penalty: 5685.470703
	Iteration 78Q: 3 clusters Score -1.229847e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -12298509.000000 Penalty: 5685.470703
	Iteration 79Q: 3 clusters Score -1.229851e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -12298582.000000 Penalty: 5685.470703
	Iteration 80F: 3 clusters Score -1.229858e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12298623.000000 Penalty: 5685.470703
	Iteration 81Q: 3 clusters Score -1.229862e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12298659.000000 Penalty: 5685.470703
	Iteration 82Q: 3 clusters Score -1.229866e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12298703.000000 Penalty: 5685.470703
	Iteration 83Q: 3 clusters Score -1.22987e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12298753.000000 Penalty: 5685.470703
	Iteration 84Q: 3 clusters Score -1.229875e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12298784.000000 Penalty: 5685.470703
	Iteration 85Q: 3 clusters Score -1.229878e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12298810.000000 Penalty: 5685.470703
	Iteration 86Q: 3 clusters Score -1.229881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -12298806.000000 Penalty: 5685.470703
	Iteration 87Q: 3 clusters Score -1.229881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12298820.000000 Penalty: 5685.470703
	Iteration 88Q: 3 clusters Score -1.229882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12298827.000000 Penalty: 5685.470703
	Iteration 89Q: 3 clusters Score -1.229883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -12298830.000000 Penalty: 5685.470703
	Iteration 90Q: 3 clusters Score -1.229883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12298825.000000 Penalty: 5685.470703
	Iteration 91Q: 3 clusters Score -1.229882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12298827.000000 Penalty: 5685.470703
	Iteration 92Q: 3 clusters Score -1.229883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12298834.000000 Penalty: 5685.470703
	Iteration 93Q: 3 clusters Score -1.229883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12298830.000000 Penalty: 5685.470703
	Iteration 94Q: 3 clusters Score -1.229883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12298828.000000 Penalty: 5685.470703
	Iteration 95Q: 3 clusters Score -1.229883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -12298833.000000 Penalty: 5685.470703
	Iteration 96Q: 3 clusters Score -1.229883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12298833.000000 Penalty: 5685.470703
	Iteration 97Q: 3 clusters Score -1.229883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12298844.000000 Penalty: 5685.470703
	Iteration 98Q: 3 clusters Score -1.229884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12298842.000000 Penalty: 5685.470703
	Iteration 99Q: 3 clusters Score -1.229884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12298834.000000 Penalty: 5685.470703
	Iteration 100F: 3 clusters Score -1.229883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -12298849.000000 Penalty: 5685.470703
	Iteration 101Q: 3 clusters Score -1.229885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12298846.000000 Penalty: 5685.470703
	Iteration 102Q: 3 clusters Score -1.229885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12298846.000000 Penalty: 5685.470703
	Iteration 103F: 3 clusters Score -1.229885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Entering Unmasked Estep 
Score: -4205758.000000 Penalty: 2571.974121
	Iteration 0F: 2 clusters Score -4205758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4183961.500000 Penalty: 5143.948242
	Iteration 0F: 3 clusters Score -4183962 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4191882.250000 Penalty: 5143.948242
	Iteration 1F: 3 clusters Score -4191882 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4192269.500000 Penalty: 5143.948242
	Iteration 2Q: 3 clusters Score -4192270 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4192556.000000 Penalty: 5143.948242
	Iteration 3Q: 3 clusters Score -4192556 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4192769.000000 Penalty: 5143.948242
	Iteration 4Q: 3 clusters Score -4192769 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4192965.500000 Penalty: 5143.948242
	Iteration 5Q: 3 clusters Score -4192966 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4193160.250000 Penalty: 5143.948242
	Iteration 6Q: 3 clusters Score -4193160 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -4193297.000000 Penalty: 5143.948242
	Iteration 7Q: 3 clusters Score -4193297 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4193416.000000 Penalty: 5143.948242
	Iteration 8Q: 3 clusters Score -4193416 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4193570.750000 Penalty: 5143.948242
	Iteration 9Q: 3 clusters Score -4193571 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4193699.250000 Penalty: 5143.948242
	Iteration 10Q: 3 clusters Score -4193699 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4193856.500000 Penalty: 5143.948242
	Iteration 11Q: 3 clusters Score -4193856 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4194034.000000 Penalty: 5143.948242
	Iteration 12Q: 3 clusters Score -4194034 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4194300.250000 Penalty: 5143.948242
	Iteration 13Q: 3 clusters Score -4194300 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4194675.500000 Penalty: 5143.948242
	Iteration 14Q: 3 clusters Score -4194676 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4195172.000000 Penalty: 5143.948242
	Iteration 15Q: 3 clusters Score -4195172 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4195870.000000 Penalty: 5143.948242
	Iteration 16Q: 3 clusters Score -4195870 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4196763.000000 Penalty: 5143.948242
	Iteration 17Q: 3 clusters Score -4196763 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4197786.500000 Penalty: 5143.948242
	Iteration 18Q: 3 clusters Score -4197786 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4198669.500000 Penalty: 5143.948242
	Iteration 19Q: 3 clusters Score -4198670 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4199262.000000 Penalty: 5143.948242
	Iteration 20F: 3 clusters Score -4199262 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4199624.500000 Penalty: 5143.948242
	Iteration 21Q: 3 clusters Score -4199624 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4199889.000000 Penalty: 5143.948242
	Iteration 22Q: 3 clusters Score -4199889 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4200089.500000 Penalty: 5143.948242
	Iteration 23Q: 3 clusters Score -4200090 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4200297.000000 Penalty: 5143.948242
	Iteration 24Q: 3 clusters Score -4200297 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4200506.500000 Penalty: 5143.948242
	Iteration 25Q: 3 clusters Score -4200506 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4200707.500000 Penalty: 5143.948242
	Iteration 26Q: 3 clusters Score -4200708 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4200905.500000 Penalty: 5143.948242
	Iteration 27Q: 3 clusters Score -4200906 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -4201101.500000 Penalty: 5143.948242
	Iteration 28Q: 3 clusters Score -4201102 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4201271.000000 Penalty: 5143.948242
	Iteration 29Q: 3 clusters Score -4201271 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4201432.500000 Penalty: 5143.948242
	Iteration 30Q: 3 clusters Score -4201432 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -4201590.500000 Penalty: 5143.948242
	Iteration 31Q: 3 clusters Score -4201590 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4201752.500000 Penalty: 5143.948242
	Iteration 32Q: 3 clusters Score -4201752 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4201935.000000 Penalty: 5143.948242
	Iteration 33Q: 3 clusters Score -4201935 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4202092.500000 Penalty: 5143.948242
	Iteration 34Q: 3 clusters Score -4202092 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4202249.500000 Penalty: 5143.948242
	Iteration 35Q: 3 clusters Score -4202250 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4202391.000000 Penalty: 5143.948242
	Iteration 36Q: 3 clusters Score -4202391 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4202557.500000 Penalty: 5143.948242
	Iteration 37Q: 3 clusters Score -4202558 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4202688.500000 Penalty: 5143.948242
	Iteration 38Q: 3 clusters Score -4202688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4202802.000000 Penalty: 5143.948242
	Iteration 39Q: 3 clusters Score -4202802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4202909.500000 Penalty: 5143.948242
	Iteration 40F: 3 clusters Score -4202910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -4203030.500000 Penalty: 5143.948242
	Iteration 41Q: 3 clusters Score -4203030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4203121.000000 Penalty: 5143.948242
	Iteration 42Q: 3 clusters Score -4203121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4203181.000000 Penalty: 5143.948242
	Iteration 43Q: 3 clusters Score -4203181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4203247.500000 Penalty: 5143.948242
	Iteration 44Q: 3 clusters Score -4203248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4203294.500000 Penalty: 5143.948242
	Iteration 45Q: 3 clusters Score -4203294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4203349.000000 Penalty: 5143.948242
	Iteration 46Q: 3 clusters Score -4203349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4203390.500000 Penalty: 5143.948242
	Iteration 47Q: 3 clusters Score -4203390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4203424.000000 Penalty: 5143.948242
	Iteration 48Q: 3 clusters Score -4203424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4203445.500000 Penalty: 5143.948242
	Iteration 49Q: 3 clusters Score -4203446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4203460.000000 Penalty: 5143.948242
	Iteration 50Q: 3 clusters Score -4203460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4203464.000000 Penalty: 5143.948242
	Iteration 51Q: 3 clusters Score -4203464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4203482.500000 Penalty: 5143.948242
	Iteration 52Q: 3 clusters Score -4203482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4203496.500000 Penalty: 5143.948242
	Iteration 53Q: 3 clusters Score -4203496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -4203505.000000 Penalty: 5143.948242
	Iteration 54Q: 3 clusters Score -4203505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4203519.500000 Penalty: 5143.948242
	Iteration 55Q: 3 clusters Score -4203520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4203521.000000 Penalty: 5143.948242
	Iteration 56Q: 3 clusters Score -4203521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4203526.500000 Penalty: 5143.948242
	Iteration 57Q: 3 clusters Score -4203526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4203526.500000 Penalty: 5143.948242
	Iteration 58F: 3 clusters Score -4203526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -239539.953125 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -239540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236918.031250 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -236918 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237413.984375 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -237414 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -237564.625000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -237564.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237650.734375 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -237650.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237701.906250 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -237701.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237732.593750 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -237732.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237753.203125 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -237753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237775.484375 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -237775.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -237792.250000 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -237792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -237804.843750 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -237804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -237818.062500 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -237818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -237826.953125 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -237827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -237834.031250 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -237834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -237836.453125 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -237836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -237838.796875 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -237838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -237839.343750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -237839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -237839.343750 Penalty: 3772.768311
	Iteration 16F: 3 clusters Score -237839.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Entering Unmasked Estep 
Score: -4189965.500000 Penalty: 2577.552246
	Iteration 0F: 2 clusters Score -4189966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4167601.500000 Penalty: 5155.104492
	Iteration 0F: 3 clusters Score -4167602 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4175908.500000 Penalty: 5155.104492
	Iteration 1F: 3 clusters Score -4175908 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4176421.000000 Penalty: 5155.104492
	Iteration 2Q: 3 clusters Score -4176421 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4176968.000000 Penalty: 5155.104492
	Iteration 3Q: 3 clusters Score -4176968 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4177676.750000 Penalty: 5155.104492
	Iteration 4Q: 3 clusters Score -4177677 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4178711.750000 Penalty: 5155.104492
	Iteration 5F: 3 clusters Score -4178712 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4180191.250000 Penalty: 5155.104492
	Iteration 6F: 3 clusters Score -4180191 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4182118.750000 Penalty: 5155.104492
	Iteration 7F: 3 clusters Score -4182119 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4184036.500000 Penalty: 5155.104492
	Iteration 8F: 3 clusters Score -4184036 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4185580.750000 Penalty: 5155.104492
	Iteration 9F: 3 clusters Score -4185581 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4186699.000000 Penalty: 5155.104492
	Iteration 10Q: 3 clusters Score -4186699 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4187426.500000 Penalty: 5155.104492
	Iteration 11Q: 3 clusters Score -4187426 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4187875.250000 Penalty: 5155.104492
	Iteration 12Q: 3 clusters Score -4187875 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4188127.250000 Penalty: 5155.104492
	Iteration 13Q: 3 clusters Score -4188127 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4188262.500000 Penalty: 5155.104492
	Iteration 14Q: 3 clusters Score -4188262 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4188327.250000 Penalty: 5155.104492
	Iteration 15Q: 3 clusters Score -4188327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4188358.000000 Penalty: 5155.104492
	Iteration 16Q: 3 clusters Score -4188358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4188388.000000 Penalty: 5155.104492
	Iteration 17Q: 3 clusters Score -4188388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4188411.000000 Penalty: 5155.104492
	Iteration 18Q: 3 clusters Score -4188411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4188430.250000 Penalty: 5155.104492
	Iteration 19Q: 3 clusters Score -4188430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4188431.500000 Penalty: 5155.104492
	Iteration 20F: 3 clusters Score -4188432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4188429.250000 Penalty: 5155.104492
	Iteration 21Q: 3 clusters Score -4188429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4188434.000000 Penalty: 5155.104492
	Iteration 22Q: 3 clusters Score -4188434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4188437.500000 Penalty: 5155.104492
	Iteration 23Q: 3 clusters Score -4188438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4188442.000000 Penalty: 5155.104492
	Iteration 24Q: 3 clusters Score -4188442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4188449.000000 Penalty: 5155.104492
	Iteration 25Q: 3 clusters Score -4188449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4188451.000000 Penalty: 5155.104492
	Iteration 26Q: 3 clusters Score -4188451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4188447.250000 Penalty: 5155.104492
	Iteration 27Q: 3 clusters Score -4188447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4188459.500000 Penalty: 5155.104492
	Iteration 28Q: 3 clusters Score -4188460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4188455.750000 Penalty: 5155.104492
	Iteration 29Q: 3 clusters Score -4188456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4188463.250000 Penalty: 5155.104492
	Iteration 30Q: 3 clusters Score -4188463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4188465.500000 Penalty: 5155.104492
	Iteration 31Q: 3 clusters Score -4188466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4188471.500000 Penalty: 5155.104492
	Iteration 32Q: 3 clusters Score -4188472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4188466.250000 Penalty: 5155.104492
	Iteration 33Q: 3 clusters Score -4188466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4188468.000000 Penalty: 5155.104492
	Iteration 34Q: 3 clusters Score -4188468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4188468.000000 Penalty: 5155.104492
	Iteration 35F: 3 clusters Score -4188468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (63000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Entering Unmasked Estep 
Score: -8159431.000000 Penalty: 2740.620605
	Iteration 0F: 2 clusters Score -8159431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -8117086.000000 Penalty: 5481.241211
	Iteration 0F: 3 clusters Score -8117086 nChanged 29375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -8133710.500000 Penalty: 5481.241211
	Iteration 1F: 3 clusters Score -8133710 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -8134449.000000 Penalty: 5481.241211
	Iteration 2Q: 3 clusters Score -8134449 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -8135223.500000 Penalty: 5481.241211
	Iteration 3Q: 3 clusters Score -8135224 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -8136257.500000 Penalty: 5481.241211
	Iteration 4Q: 3 clusters Score -8136258 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -8137830.000000 Penalty: 5481.241211
	Iteration 5Q: 3 clusters Score -8137830 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -8140166.500000 Penalty: 5481.241211
	Iteration 6F: 3 clusters Score -8140166 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8143669.000000 Penalty: 5481.241211
	Iteration 7F: 3 clusters Score -8143669 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8147756.500000 Penalty: 5481.241211
	Iteration 8F: 3 clusters Score -8147756 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -8151087.000000 Penalty: 5481.241211
	Iteration 9F: 3 clusters Score -8151087 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -8152833.000000 Penalty: 5481.241211
	Iteration 10Q: 3 clusters Score -8152833 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -8153715.500000 Penalty: 5481.241211
	Iteration 11Q: 3 clusters Score -8153716 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -8154289.500000 Penalty: 5481.241211
	Iteration 12Q: 3 clusters Score -8154290 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -8154744.000000 Penalty: 5481.241211
	Iteration 13Q: 3 clusters Score -8154744 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -8155079.000000 Penalty: 5481.241211
	Iteration 14Q: 3 clusters Score -8155079 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -8155426.000000 Penalty: 5481.241211
	Iteration 15Q: 3 clusters Score -8155426 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -8155731.000000 Penalty: 5481.241211
	Iteration 16Q: 3 clusters Score -8155731 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -8156008.500000 Penalty: 5481.241211
	Iteration 17Q: 3 clusters Score -8156008 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -8156179.000000 Penalty: 5481.241211
	Iteration 18Q: 3 clusters Score -8156179 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -8156315.500000 Penalty: 5481.241211
	Iteration 19Q: 3 clusters Score -8156316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -8156472.000000 Penalty: 5481.241211
	Iteration 20F: 3 clusters Score -8156472 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -8156601.500000 Penalty: 5481.241211
	Iteration 21Q: 3 clusters Score -8156602 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -8156707.500000 Penalty: 5481.241211
	Iteration 22Q: 3 clusters Score -8156708 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -8156824.000000 Penalty: 5481.241211
	Iteration 23Q: 3 clusters Score -8156824 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -8156903.500000 Penalty: 5481.241211
	Iteration 24Q: 3 clusters Score -8156904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -8156955.000000 Penalty: 5481.241211
	Iteration 25Q: 3 clusters Score -8156955 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -8157032.500000 Penalty: 5481.241211
	Iteration 26Q: 3 clusters Score -8157032 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -8157103.500000 Penalty: 5481.241211
	Iteration 27Q: 3 clusters Score -8157104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -8157171.500000 Penalty: 5481.241211
	Iteration 28Q: 3 clusters Score -8157172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -8157215.000000 Penalty: 5481.241211
	Iteration 29Q: 3 clusters Score -8157215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -8157240.000000 Penalty: 5481.241211
	Iteration 30Q: 3 clusters Score -8157240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -8157264.500000 Penalty: 5481.241211
	Iteration 31Q: 3 clusters Score -8157264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -8157311.000000 Penalty: 5481.241211
	Iteration 32Q: 3 clusters Score -8157311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -8157335.500000 Penalty: 5481.241211
	Iteration 33Q: 3 clusters Score -8157336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -8157362.000000 Penalty: 5481.241211
	Iteration 34Q: 3 clusters Score -8157362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -8157384.500000 Penalty: 5481.241211
	Iteration 35Q: 3 clusters Score -8157384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -8157400.500000 Penalty: 5481.241211
	Iteration 36Q: 3 clusters Score -8157400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -8157422.000000 Penalty: 5481.241211
	Iteration 37Q: 3 clusters Score -8157422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -8157431.500000 Penalty: 5481.241211
	Iteration 38Q: 3 clusters Score -8157432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -8157458.000000 Penalty: 5481.241211
	Iteration 39Q: 3 clusters Score -8157458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -8157476.500000 Penalty: 5481.241211
	Iteration 40F: 3 clusters Score -8157476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -8157487.500000 Penalty: 5481.241211
	Iteration 41Q: 3 clusters Score -8157488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -8157492.500000 Penalty: 5481.241211
	Iteration 42Q: 3 clusters Score -8157492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -8157493.500000 Penalty: 5481.241211
	Iteration 43Q: 3 clusters Score -8157494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -8157498.000000 Penalty: 5481.241211
	Iteration 44Q: 3 clusters Score -8157498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -8157506.000000 Penalty: 5481.241211
	Iteration 45Q: 3 clusters Score -8157506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -8157501.000000 Penalty: 5481.241211
	Iteration 46Q: 3 clusters Score -8157501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -8157505.500000 Penalty: 5481.241211
	Iteration 47Q: 3 clusters Score -8157506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -8157512.500000 Penalty: 5481.241211
	Iteration 48Q: 3 clusters Score -8157512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -8157516.000000 Penalty: 5481.241211
	Iteration 49Q: 3 clusters Score -8157516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -8157524.500000 Penalty: 5481.241211
	Iteration 50Q: 3 clusters Score -8157524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -8157527.000000 Penalty: 5481.241211
	Iteration 51Q: 3 clusters Score -8157527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -8157531.500000 Penalty: 5481.241211
	Iteration 52Q: 3 clusters Score -8157532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -8157525.500000 Penalty: 5481.241211
	Iteration 53Q: 3 clusters Score -8157526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -8157532.500000 Penalty: 5481.241211
	Iteration 54Q: 3 clusters Score -8157532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -8157527.000000 Penalty: 5481.241211
	Iteration 55Q: 3 clusters Score -8157527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -8157531.000000 Penalty: 5481.241211
	Iteration 56Q: 3 clusters Score -8157531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -8157530.000000 Penalty: 5481.241211
	Iteration 57Q: 3 clusters Score -8157530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -8157528.500000 Penalty: 5481.241211
	Iteration 58Q: 3 clusters Score -8157528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -8157528.000000 Penalty: 5481.241211
	Iteration 59Q: 3 clusters Score -8157528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -8157534.000000 Penalty: 5481.241211
	Iteration 60F: 3 clusters Score -8157534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -8157536.000000 Penalty: 5481.241211
	Iteration 61Q: 3 clusters Score -8157536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -8157543.500000 Penalty: 5481.241211
	Iteration 62Q: 3 clusters Score -8157544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -8157534.500000 Penalty: 5481.241211
	Iteration 63Q: 3 clusters Score -8157534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -8157537.000000 Penalty: 5481.241211
	Iteration 64Q: 3 clusters Score -8157537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -8157545.500000 Penalty: 5481.241211
	Iteration 65Q: 3 clusters Score -8157546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -8157532.500000 Penalty: 5481.241211
	Iteration 66Q: 3 clusters Score -8157532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -8157537.000000 Penalty: 5481.241211
	Iteration 67Q: 3 clusters Score -8157537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -8157537.500000 Penalty: 5481.241211
	Iteration 68Q: 3 clusters Score -8157538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -8157538.000000 Penalty: 5481.241211
	Iteration 69Q: 3 clusters Score -8157538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -8157544.500000 Penalty: 5481.241211
	Iteration 70Q: 3 clusters Score -8157544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -8157547.000000 Penalty: 5481.241211
	Iteration 71Q: 3 clusters Score -8157547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8157543.000000 Penalty: 5481.241211
	Iteration 72Q: 3 clusters Score -8157543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -8157538.500000 Penalty: 5481.241211
	Iteration 73Q: 3 clusters Score -8157538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -8157539.000000 Penalty: 5481.241211
	Iteration 74Q: 3 clusters Score -8157539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -8157542.500000 Penalty: 5481.241211
	Iteration 75Q: 3 clusters Score -8157542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -8157545.000000 Penalty: 5481.241211
	Iteration 76Q: 3 clusters Score -8157545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -8157538.500000 Penalty: 5481.241211
	Iteration 77Q: 3 clusters Score -8157538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -8157541.500000 Penalty: 5481.241211
	Iteration 78Q: 3 clusters Score -8157542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -8157544.000000 Penalty: 5481.241211
	Iteration 79Q: 3 clusters Score -8157544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8157553.500000 Penalty: 5481.241211
	Iteration 80F: 3 clusters Score -8157554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -8157549.500000 Penalty: 5481.241211
	Iteration 81Q: 3 clusters Score -8157550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8157546.500000 Penalty: 5481.241211
	Iteration 82Q: 3 clusters Score -8157546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8157552.500000 Penalty: 5481.241211
	Iteration 83Q: 3 clusters Score -8157552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8157552.500000 Penalty: 5481.241211
	Iteration 84F: 3 clusters Score -8157552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69005 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 163686 members 
Mstep: Class 10 contains 178960 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216152 members 
Mstep: Class 15 contains 18690 members 
Mstep: Class 18 contains 95096 members 
Mstep: Class 19 contains 31916 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32642 members 
Mstep: Class 22 contains 63000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697136.000000 Penalty: 69388.398438
Iteration 439Q: 21 clusters Score -1.496971e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113293 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68995 members 
Mstep: Class 8 contains 189952 members 
Mstep: Class 9 contains 163678 members 
Mstep: Class 10 contains 178962 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216159 members 
Mstep: Class 15 contains 18708 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 31910 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32649 members 
Mstep: Class 22 contains 62997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697168.000000 Penalty: 69388.398438
Iteration 440F: 21 clusters Score -1.496972e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113281 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68996 members 
Mstep: Class 8 contains 189954 members 
Mstep: Class 9 contains 163665 members 
Mstep: Class 10 contains 178964 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216161 members 
Mstep: Class 15 contains 18720 members 
Mstep: Class 18 contains 95104 members 
Mstep: Class 19 contains 31910 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32659 members 
Mstep: Class 22 contains 62998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697088.000000 Penalty: 69388.398438
Iteration 441Q: 21 clusters Score -1.496971e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113285 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68997 members 
Mstep: Class 8 contains 189943 members 
Mstep: Class 9 contains 163640 members 
Mstep: Class 10 contains 178959 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216160 members 
Mstep: Class 15 contains 18738 members 
Mstep: Class 18 contains 95105 members 
Mstep: Class 19 contains 31935 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32671 members 
Mstep: Class 22 contains 62992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697168.000000 Penalty: 69388.398438
Iteration 442Q: 21 clusters Score -1.496972e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113282 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68999 members 
Mstep: Class 8 contains 189952 members 
Mstep: Class 9 contains 163616 members 
Mstep: Class 10 contains 178955 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216160 members 
Mstep: Class 15 contains 18755 members 
Mstep: Class 18 contains 95108 members 
Mstep: Class 19 contains 31941 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32682 members 
Mstep: Class 22 contains 62986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697200.000000 Penalty: 69388.398438
Iteration 443Q: 21 clusters Score -1.496972e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113287 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 69001 members 
Mstep: Class 8 contains 189961 members 
Mstep: Class 9 contains 163596 members 
Mstep: Class 10 contains 178956 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216165 members 
Mstep: Class 15 contains 18766 members 
Mstep: Class 18 contains 95102 members 
Mstep: Class 19 contains 31935 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32691 members 
Mstep: Class 22 contains 62984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697184.000000 Penalty: 69388.398438
Iteration 444Q: 21 clusters Score -1.496972e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113293 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68994 members 
Mstep: Class 8 contains 189957 members 
Mstep: Class 9 contains 163579 members 
Mstep: Class 10 contains 178950 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216169 members 
Mstep: Class 15 contains 18779 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 31949 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32699 members 
Mstep: Class 22 contains 62980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697328.000000 Penalty: 69388.398438
Iteration 445Q: 21 clusters Score -1.496973e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113295 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68986 members 
Mstep: Class 8 contains 189954 members 
Mstep: Class 9 contains 163563 members 
Mstep: Class 10 contains 178949 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216154 members 
Mstep: Class 15 contains 18791 members 
Mstep: Class 18 contains 95109 members 
Mstep: Class 19 contains 31966 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32703 members 
Mstep: Class 22 contains 62988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697232.000000 Penalty: 69388.398438
Iteration 446Q: 21 clusters Score -1.496972e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68975 members 
Mstep: Class 8 contains 189964 members 
Mstep: Class 9 contains 163551 members 
Mstep: Class 10 contains 178940 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216149 members 
Mstep: Class 15 contains 18807 members 
Mstep: Class 18 contains 95108 members 
Mstep: Class 19 contains 31980 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32703 members 
Mstep: Class 22 contains 62988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697248.000000 Penalty: 69388.398438
Iteration 447Q: 21 clusters Score -1.496972e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113301 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68969 members 
Mstep: Class 8 contains 189949 members 
Mstep: Class 9 contains 163553 members 
Mstep: Class 10 contains 178935 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216144 members 
Mstep: Class 15 contains 18820 members 
Mstep: Class 18 contains 95112 members 
Mstep: Class 19 contains 31989 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32706 members 
Mstep: Class 22 contains 62987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697152.000000 Penalty: 69388.398438
Iteration 448Q: 21 clusters Score -1.496972e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113303 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68961 members 
Mstep: Class 8 contains 189936 members 
Mstep: Class 9 contains 163542 members 
Mstep: Class 10 contains 178933 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216141 members 
Mstep: Class 15 contains 18839 members 
Mstep: Class 18 contains 95111 members 
Mstep: Class 19 contains 32008 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32704 members 
Mstep: Class 22 contains 62988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697264.000000 Penalty: 69388.398438
Iteration 449Q: 21 clusters Score -1.496973e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113299 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68944 members 
Mstep: Class 8 contains 189941 members 
Mstep: Class 9 contains 163521 members 
Mstep: Class 10 contains 178942 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216140 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 18 contains 95111 members 
Mstep: Class 19 contains 32016 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32703 members 
Mstep: Class 22 contains 62991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697408.000000 Penalty: 69388.398438
Iteration 450Q: 21 clusters Score -1.496974e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113299 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68934 members 
Mstep: Class 8 contains 189940 members 
Mstep: Class 9 contains 163508 members 
Mstep: Class 10 contains 178943 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216142 members 
Mstep: Class 15 contains 18870 members 
Mstep: Class 18 contains 95112 members 
Mstep: Class 19 contains 32023 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32705 members 
Mstep: Class 22 contains 62991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697440.000000 Penalty: 69388.398438
Iteration 451Q: 21 clusters Score -1.496974e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68922 members 
Mstep: Class 8 contains 189931 members 
Mstep: Class 9 contains 163494 members 
Mstep: Class 10 contains 178944 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216156 members 
Mstep: Class 15 contains 18880 members 
Mstep: Class 18 contains 95112 members 
Mstep: Class 19 contains 32032 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32710 members 
Mstep: Class 22 contains 62989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697424.000000 Penalty: 69388.398438
Iteration 452Q: 21 clusters Score -1.496974e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113292 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68904 members 
Mstep: Class 8 contains 189932 members 
Mstep: Class 9 contains 163488 members 
Mstep: Class 10 contains 178957 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216167 members 
Mstep: Class 15 contains 18896 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32033 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32709 members 
Mstep: Class 22 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697328.000000 Penalty: 69388.398438
Iteration 453Q: 21 clusters Score -1.496973e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113288 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68891 members 
Mstep: Class 8 contains 189939 members 
Mstep: Class 9 contains 163479 members 
Mstep: Class 10 contains 178963 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216179 members 
Mstep: Class 15 contains 18906 members 
Mstep: Class 18 contains 95105 members 
Mstep: Class 19 contains 32025 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32709 members 
Mstep: Class 22 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697168.000000 Penalty: 69388.398438
Iteration 454Q: 21 clusters Score -1.496972e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68881 members 
Mstep: Class 8 contains 189938 members 
Mstep: Class 9 contains 163479 members 
Mstep: Class 10 contains 178956 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216183 members 
Mstep: Class 15 contains 18916 members 
Mstep: Class 18 contains 95102 members 
Mstep: Class 19 contains 32036 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32705 members 
Mstep: Class 22 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697184.000000 Penalty: 69388.398438
Iteration 455Q: 21 clusters Score -1.496972e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68866 members 
Mstep: Class 8 contains 189934 members 
Mstep: Class 9 contains 163474 members 
Mstep: Class 10 contains 178951 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216186 members 
Mstep: Class 15 contains 18932 members 
Mstep: Class 18 contains 95102 members 
Mstep: Class 19 contains 32048 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32701 members 
Mstep: Class 22 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697264.000000 Penalty: 69388.398438
Iteration 456Q: 21 clusters Score -1.496973e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113293 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68856 members 
Mstep: Class 8 contains 189926 members 
Mstep: Class 9 contains 163470 members 
Mstep: Class 10 contains 178950 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216188 members 
Mstep: Class 15 contains 18941 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 32058 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32701 members 
Mstep: Class 22 contains 62986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697328.000000 Penalty: 69388.398438
Iteration 457Q: 21 clusters Score -1.496973e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68847 members 
Mstep: Class 8 contains 189921 members 
Mstep: Class 9 contains 163466 members 
Mstep: Class 10 contains 178938 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216186 members 
Mstep: Class 15 contains 18949 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32079 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32702 members 
Mstep: Class 22 contains 62983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697504.000000 Penalty: 69388.398438
Iteration 458Q: 21 clusters Score -1.496975e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113292 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68845 members 
Mstep: Class 8 contains 189918 members 
Mstep: Class 9 contains 163460 members 
Mstep: Class 10 contains 178940 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216187 members 
Mstep: Class 15 contains 18955 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32093 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32701 members 
Mstep: Class 22 contains 62981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697424.000000 Penalty: 69388.398438
Iteration 459Q: 21 clusters Score -1.496974e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68842 members 
Mstep: Class 8 contains 189918 members 
Mstep: Class 9 contains 163451 members 
Mstep: Class 10 contains 178950 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216186 members 
Mstep: Class 15 contains 18958 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32104 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32701 members 
Mstep: Class 22 contains 62979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697424.000000 Penalty: 69388.398438
Iteration 460F: 21 clusters Score -1.496974e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68843 members 
Mstep: Class 8 contains 189917 members 
Mstep: Class 9 contains 163447 members 
Mstep: Class 10 contains 178950 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216188 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32116 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32700 members 
Mstep: Class 22 contains 62976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697392.000000 Penalty: 69388.398438
Iteration 461Q: 21 clusters Score -1.496974e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113289 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68845 members 
Mstep: Class 8 contains 189903 members 
Mstep: Class 9 contains 163438 members 
Mstep: Class 10 contains 178956 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216194 members 
Mstep: Class 15 contains 18963 members 
Mstep: Class 18 contains 95102 members 
Mstep: Class 19 contains 32126 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32698 members 
Mstep: Class 22 contains 62975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697376.000000 Penalty: 69388.398438
Iteration 462Q: 21 clusters Score -1.496974e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68844 members 
Mstep: Class 8 contains 189897 members 
Mstep: Class 9 contains 163439 members 
Mstep: Class 10 contains 178957 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216202 members 
Mstep: Class 15 contains 18966 members 
Mstep: Class 18 contains 95098 members 
Mstep: Class 19 contains 32124 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32697 members 
Mstep: Class 22 contains 62979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697344.000000 Penalty: 69388.398438
Iteration 463Q: 21 clusters Score -1.496973e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113289 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68843 members 
Mstep: Class 8 contains 189915 members 
Mstep: Class 9 contains 163422 members 
Mstep: Class 10 contains 178962 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216202 members 
Mstep: Class 15 contains 18974 members 
Mstep: Class 18 contains 95099 members 
Mstep: Class 19 contains 32118 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32698 members 
Mstep: Class 22 contains 62976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697280.000000 Penalty: 69388.398438
Iteration 464Q: 21 clusters Score -1.496973e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113288 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68842 members 
Mstep: Class 8 contains 189934 members 
Mstep: Class 9 contains 163418 members 
Mstep: Class 10 contains 178972 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216191 members 
Mstep: Class 15 contains 18984 members 
Mstep: Class 18 contains 95098 members 
Mstep: Class 19 contains 32099 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32704 members 
Mstep: Class 22 contains 62975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697456.000000 Penalty: 69388.398438
Iteration 465Q: 21 clusters Score -1.496975e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113288 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68835 members 
Mstep: Class 8 contains 189934 members 
Mstep: Class 9 contains 163416 members 
Mstep: Class 10 contains 178985 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216192 members 
Mstep: Class 15 contains 18996 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32081 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32708 members 
Mstep: Class 22 contains 62973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697376.000000 Penalty: 69388.398438
Iteration 466Q: 21 clusters Score -1.496974e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68830 members 
Mstep: Class 8 contains 189938 members 
Mstep: Class 9 contains 163408 members 
Mstep: Class 10 contains 178995 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216192 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 18 contains 95102 members 
Mstep: Class 19 contains 32074 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32709 members 
Mstep: Class 22 contains 62973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697344.000000 Penalty: 69388.398438
Iteration 467Q: 21 clusters Score -1.496973e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68825 members 
Mstep: Class 8 contains 189936 members 
Mstep: Class 9 contains 163400 members 
Mstep: Class 10 contains 179003 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216194 members 
Mstep: Class 15 contains 19010 members 
Mstep: Class 18 contains 95100 members 
Mstep: Class 19 contains 32070 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32710 members 
Mstep: Class 22 contains 62976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697360.000000 Penalty: 69388.398438
Iteration 468Q: 21 clusters Score -1.496974e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68820 members 
Mstep: Class 8 contains 189941 members 
Mstep: Class 9 contains 163392 members 
Mstep: Class 10 contains 179006 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216188 members 
Mstep: Class 15 contains 19019 members 
Mstep: Class 18 contains 95097 members 
Mstep: Class 19 contains 32079 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32714 members 
Mstep: Class 22 contains 62973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697520.000000 Penalty: 69388.398438
Iteration 469Q: 21 clusters Score -1.496975e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113283 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68816 members 
Mstep: Class 8 contains 189942 members 
Mstep: Class 9 contains 163386 members 
Mstep: Class 10 contains 179016 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216187 members 
Mstep: Class 15 contains 19028 members 
Mstep: Class 18 contains 95097 members 
Mstep: Class 19 contains 32081 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32716 members 
Mstep: Class 22 contains 62972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697344.000000 Penalty: 69388.398438
Iteration 470Q: 21 clusters Score -1.496973e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113281 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68813 members 
Mstep: Class 8 contains 189957 members 
Mstep: Class 9 contains 163374 members 
Mstep: Class 10 contains 179017 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216180 members 
Mstep: Class 15 contains 19042 members 
Mstep: Class 18 contains 95099 members 
Mstep: Class 19 contains 32084 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32720 members 
Mstep: Class 22 contains 62967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697344.000000 Penalty: 69388.398438
Iteration 471Q: 21 clusters Score -1.496973e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68809 members 
Mstep: Class 8 contains 189960 members 
Mstep: Class 9 contains 163369 members 
Mstep: Class 10 contains 179005 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216191 members 
Mstep: Class 15 contains 19053 members 
Mstep: Class 18 contains 95100 members 
Mstep: Class 19 contains 32076 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32725 members 
Mstep: Class 22 contains 62968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697392.000000 Penalty: 69388.398438
Iteration 472Q: 21 clusters Score -1.496974e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113286 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68806 members 
Mstep: Class 8 contains 189958 members 
Mstep: Class 9 contains 163368 members 
Mstep: Class 10 contains 179000 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216195 members 
Mstep: Class 15 contains 19065 members 
Mstep: Class 18 contains 95100 members 
Mstep: Class 19 contains 32074 members 
Mstep: Class 20 contains 2010 members 
Mstep: Class 21 contains 32727 members 
Mstep: Class 22 contains 62969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697360.000000 Penalty: 69388.398438
Iteration 473Q: 21 clusters Score -1.496974e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113283 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68804 members 
Mstep: Class 8 contains 189959 members 
Mstep: Class 9 contains 163363 members 
Mstep: Class 10 contains 178998 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216207 members 
Mstep: Class 15 contains 19074 members 
Mstep: Class 18 contains 95099 members 
Mstep: Class 19 contains 32068 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32736 members 
Mstep: Class 22 contains 62967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697408.000000 Penalty: 69388.398438
Iteration 474Q: 21 clusters Score -1.496974e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113277 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68804 members 
Mstep: Class 8 contains 189964 members 
Mstep: Class 9 contains 163355 members 
Mstep: Class 10 contains 178998 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216220 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 18 contains 95094 members 
Mstep: Class 19 contains 32060 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32749 members 
Mstep: Class 22 contains 62965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697376.000000 Penalty: 69388.398438
Iteration 475Q: 21 clusters Score -1.496974e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113273 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68798 members 
Mstep: Class 8 contains 189961 members 
Mstep: Class 9 contains 163356 members 
Mstep: Class 10 contains 178992 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216217 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 18 contains 95093 members 
Mstep: Class 19 contains 32067 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32764 members 
Mstep: Class 22 contains 62962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697280.000000 Penalty: 69388.398438
Iteration 476Q: 21 clusters Score -1.496973e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113271 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68787 members 
Mstep: Class 8 contains 189953 members 
Mstep: Class 9 contains 163362 members 
Mstep: Class 10 contains 178992 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216217 members 
Mstep: Class 15 contains 19108 members 
Mstep: Class 18 contains 95093 members 
Mstep: Class 19 contains 32067 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32767 members 
Mstep: Class 22 contains 62962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697312.000000 Penalty: 69388.398438
Iteration 477Q: 21 clusters Score -1.496973e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113270 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68773 members 
Mstep: Class 8 contains 189955 members 
Mstep: Class 9 contains 163366 members 
Mstep: Class 10 contains 178988 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216216 members 
Mstep: Class 15 contains 19124 members 
Mstep: Class 18 contains 95094 members 
Mstep: Class 19 contains 32069 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32769 members 
Mstep: Class 22 contains 62959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697200.000000 Penalty: 69388.398438
Iteration 478Q: 21 clusters Score -1.496972e+08 nChanged 138
Entering ConstructFrom: 
Score: -149697200.000000 Penalty: 69388.398438
Entering ConstructFrom: 
Trying to split cluster 1 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -925668.750000 Penalty: 2214.467285
	Iteration 0F: 2 clusters Score -925668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -919571.687500 Penalty: 4428.934570
	Iteration 0F: 3 clusters Score -919571.7 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -921130.000000 Penalty: 4428.934570
	Iteration 1F: 3 clusters Score -921130 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -921390.250000 Penalty: 4428.934570
	Iteration 2F: 3 clusters Score -921390.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -921562.875000 Penalty: 4428.934570
	Iteration 3Q: 3 clusters Score -921562.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -921705.875000 Penalty: 4428.934570
	Iteration 4Q: 3 clusters Score -921705.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -921848.937500 Penalty: 4428.934570
	Iteration 5Q: 3 clusters Score -921848.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -922014.062500 Penalty: 4428.934570
	Iteration 6Q: 3 clusters Score -922014.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -922203.000000 Penalty: 4428.934570
	Iteration 7Q: 3 clusters Score -922203 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -922397.937500 Penalty: 4428.934570
	Iteration 8Q: 3 clusters Score -922397.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -922572.062500 Penalty: 4428.934570
	Iteration 9Q: 3 clusters Score -922572.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -922750.562500 Penalty: 4428.934570
	Iteration 10Q: 3 clusters Score -922750.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -922925.062500 Penalty: 4428.934570
	Iteration 11Q: 3 clusters Score -922925.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -923110.062500 Penalty: 4428.934570
	Iteration 12Q: 3 clusters Score -923110.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -923321.750000 Penalty: 4428.934570
	Iteration 13Q: 3 clusters Score -923321.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -923507.500000 Penalty: 4428.934570
	Iteration 14Q: 3 clusters Score -923507.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -923686.750000 Penalty: 4428.934570
	Iteration 15Q: 3 clusters Score -923686.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -923838.187500 Penalty: 4428.934570
	Iteration 16Q: 3 clusters Score -923838.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -923951.812500 Penalty: 4428.934570
	Iteration 17Q: 3 clusters Score -923951.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -924024.937500 Penalty: 4428.934570
	Iteration 18Q: 3 clusters Score -924024.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -924088.562500 Penalty: 4428.934570
	Iteration 19Q: 3 clusters Score -924088.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -924141.437500 Penalty: 4428.934570
	Iteration 20F: 3 clusters Score -924141.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -924178.437500 Penalty: 4428.934570
	Iteration 21Q: 3 clusters Score -924178.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -924198.625000 Penalty: 4428.934570
	Iteration 22Q: 3 clusters Score -924198.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -924220.125000 Penalty: 4428.934570
	Iteration 23Q: 3 clusters Score -924220.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -924232.750000 Penalty: 4428.934570
	Iteration 24Q: 3 clusters Score -924232.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -924247.125000 Penalty: 4428.934570
	Iteration 25Q: 3 clusters Score -924247.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -924259.875000 Penalty: 4428.934570
	Iteration 26Q: 3 clusters Score -924259.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -924272.375000 Penalty: 4428.934570
	Iteration 27Q: 3 clusters Score -924272.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -924284.125000 Penalty: 4428.934570
	Iteration 28Q: 3 clusters Score -924284.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -924294.625000 Penalty: 4428.934570
	Iteration 29Q: 3 clusters Score -924294.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -924298.562500 Penalty: 4428.934570
	Iteration 30Q: 3 clusters Score -924298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -924303.125000 Penalty: 4428.934570
	Iteration 31Q: 3 clusters Score -924303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -924305.437500 Penalty: 4428.934570
	Iteration 32Q: 3 clusters Score -924305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -924312.937500 Penalty: 4428.934570
	Iteration 33Q: 3 clusters Score -924312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -924313.750000 Penalty: 4428.934570
	Iteration 34Q: 3 clusters Score -924313.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -924321.562500 Penalty: 4428.934570
	Iteration 35Q: 3 clusters Score -924321.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -924327.250000 Penalty: 4428.934570
	Iteration 36Q: 3 clusters Score -924327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -924328.000000 Penalty: 4428.934570
	Iteration 37Q: 3 clusters Score -924328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -924328.375000 Penalty: 4428.934570
	Iteration 38Q: 3 clusters Score -924328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -924330.875000 Penalty: 4428.934570
	Iteration 39Q: 3 clusters Score -924330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -924331.312500 Penalty: 4428.934570
	Iteration 40F: 3 clusters Score -924331.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -924335.375000 Penalty: 4428.934570
	Iteration 41Q: 3 clusters Score -924335.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -924338.937500 Penalty: 4428.934570
	Iteration 42Q: 3 clusters Score -924338.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -924341.937500 Penalty: 4428.934570
	Iteration 43Q: 3 clusters Score -924341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -924346.687500 Penalty: 4428.934570
	Iteration 44Q: 3 clusters Score -924346.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -924351.812500 Penalty: 4428.934570
	Iteration 45Q: 3 clusters Score -924351.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -924353.437500 Penalty: 4428.934570
	Iteration 46Q: 3 clusters Score -924353.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -924367.375000 Penalty: 4428.934570
	Iteration 47Q: 3 clusters Score -924367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -924378.312500 Penalty: 4428.934570
	Iteration 48Q: 3 clusters Score -924378.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -924382.937500 Penalty: 4428.934570
	Iteration 49Q: 3 clusters Score -924382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -924386.000000 Penalty: 4428.934570
	Iteration 50Q: 3 clusters Score -924386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -924390.812500 Penalty: 4428.934570
	Iteration 51Q: 3 clusters Score -924390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -924392.625000 Penalty: 4428.934570
	Iteration 52Q: 3 clusters Score -924392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -924395.187500 Penalty: 4428.934570
	Iteration 53Q: 3 clusters Score -924395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -924396.375000 Penalty: 4428.934570
	Iteration 54Q: 3 clusters Score -924396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -924396.375000 Penalty: 4428.934570
	Iteration 55Q: 3 clusters Score -924396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -924396.125000 Penalty: 4428.934570
	Iteration 56Q: 3 clusters Score -924396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -924397.875000 Penalty: 4428.934570
	Iteration 57Q: 3 clusters Score -924397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -924397.687500 Penalty: 4428.934570
	Iteration 58Q: 3 clusters Score -924397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -924403.062500 Penalty: 4428.934570
	Iteration 59Q: 3 clusters Score -924403.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -924406.125000 Penalty: 4428.934570
	Iteration 60F: 3 clusters Score -924406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -924409.250000 Penalty: 4428.934570
	Iteration 61Q: 3 clusters Score -924409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -924412.125000 Penalty: 4428.934570
	Iteration 62Q: 3 clusters Score -924412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -924412.375000 Penalty: 4428.934570
	Iteration 63Q: 3 clusters Score -924412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -924415.250000 Penalty: 4428.934570
	Iteration 64Q: 3 clusters Score -924415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -924415.625000 Penalty: 4428.934570
	Iteration 65Q: 3 clusters Score -924415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -924415.562500 Penalty: 4428.934570
	Iteration 66Q: 3 clusters Score -924415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -924416.125000 Penalty: 4428.934570
	Iteration 67Q: 3 clusters Score -924416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -924416.125000 Penalty: 4428.934570
	Iteration 68F: 3 clusters Score -924416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -56035.222656 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -56035.22 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 229 members 
Entering Unmasked Estep 
Score: -54567.109375 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -54567.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54729.800781 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -54729.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54785.828125 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -54785.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54837.351562 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -54837.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54864.152344 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -54864.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54889.441406 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -54889.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54925.425781 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -54925.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54949.066406 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -54949.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54964.738281 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -54964.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54993.582031 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -54993.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55009.078125 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -55009.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55045.878906 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -55045.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55140.472656 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -55140.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55171.328125 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -55171.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55205.214844 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -55205.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55245.351562 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -55245.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55273.285156 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -55273.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55292.425781 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -55292.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55302.847656 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -55302.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55307.289062 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -55307.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55318.988281 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -55318.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55454.355469 Penalty: 3073.436279
	Iteration 21Q: 3 clusters Score -55454.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55599.289062 Penalty: 3073.436279
	Iteration 22Q: 3 clusters Score -55599.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55645.679688 Penalty: 3073.436279
	Iteration 23Q: 3 clusters Score -55645.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55676.109375 Penalty: 3073.436279
	Iteration 24Q: 3 clusters Score -55676.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55701.066406 Penalty: 3073.436279
	Iteration 25Q: 3 clusters Score -55701.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55702.820312 Penalty: 3073.436279
	Iteration 26Q: 3 clusters Score -55702.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -55702.820312 Penalty: 3073.436279
	Iteration 27F: 3 clusters Score -55702.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Entering Unmasked Estep 
Score: -14537964.000000 Penalty: 2886.111816
	Iteration 0F: 2 clusters Score -1.453796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -14462508.000000 Penalty: 5772.223633
	Iteration 0F: 3 clusters Score -1.446251e+07 nChanged 53911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -14493131.000000 Penalty: 5772.223633
	Iteration 1F: 3 clusters Score -1.449313e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -14494048.000000 Penalty: 5772.223633
	Iteration 2Q: 3 clusters Score -1.449405e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -14495324.000000 Penalty: 5772.223633
	Iteration 3Q: 3 clusters Score -1.449532e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -14497071.000000 Penalty: 5772.223633
	Iteration 4Q: 3 clusters Score -1.449707e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -14499766.000000 Penalty: 5772.223633
	Iteration 5Q: 3 clusters Score -1.449977e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -14503715.000000 Penalty: 5772.223633
	Iteration 6F: 3 clusters Score -1.450372e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -14509351.000000 Penalty: 5772.223633
	Iteration 7F: 3 clusters Score -1.450935e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -14515897.000000 Penalty: 5772.223633
	Iteration 8F: 3 clusters Score -1.45159e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -14522009.000000 Penalty: 5772.223633
	Iteration 9F: 3 clusters Score -1.452201e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -14526397.000000 Penalty: 5772.223633
	Iteration 10Q: 3 clusters Score -1.45264e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -14529347.000000 Penalty: 5772.223633
	Iteration 11Q: 3 clusters Score -1.452935e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -14531168.000000 Penalty: 5772.223633
	Iteration 12Q: 3 clusters Score -1.453117e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -14532489.000000 Penalty: 5772.223633
	Iteration 13Q: 3 clusters Score -1.453249e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 109081 members 
Entering Unmasked Estep 
Score: -14533509.000000 Penalty: 5772.223633
	Iteration 14Q: 3 clusters Score -1.453351e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -14534110.000000 Penalty: 5772.223633
	Iteration 15Q: 3 clusters Score -1.453411e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -14534538.000000 Penalty: 5772.223633
	Iteration 16Q: 3 clusters Score -1.453454e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -14534802.000000 Penalty: 5772.223633
	Iteration 17Q: 3 clusters Score -1.45348e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
Score: -14534996.000000 Penalty: 5772.223633
	Iteration 18Q: 3 clusters Score -1.4535e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -14535108.000000 Penalty: 5772.223633
	Iteration 19Q: 3 clusters Score -1.453511e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 111890 members 
Entering Unmasked Estep 
Score: -14535166.000000 Penalty: 5772.223633
	Iteration 20F: 3 clusters Score -1.453517e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 112006 members 
Entering Unmasked Estep 
Score: -14535225.000000 Penalty: 5772.223633
	Iteration 21Q: 3 clusters Score -1.453522e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 112113 members 
Entering Unmasked Estep 
Score: -14535294.000000 Penalty: 5772.223633
	Iteration 22Q: 3 clusters Score -1.453529e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -14535334.000000 Penalty: 5772.223633
	Iteration 23Q: 3 clusters Score -1.453533e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -14535368.000000 Penalty: 5772.223633
	Iteration 24Q: 3 clusters Score -1.453537e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -14535389.000000 Penalty: 5772.223633
	Iteration 25Q: 3 clusters Score -1.453539e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 112321 members 
Entering Unmasked Estep 
Score: -14535406.000000 Penalty: 5772.223633
	Iteration 26Q: 3 clusters Score -1.453541e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -14535435.000000 Penalty: 5772.223633
	Iteration 27Q: 3 clusters Score -1.453544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -14535466.000000 Penalty: 5772.223633
	Iteration 28Q: 3 clusters Score -1.453547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -14535491.000000 Penalty: 5772.223633
	Iteration 29Q: 3 clusters Score -1.453549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -14535494.000000 Penalty: 5772.223633
	Iteration 30Q: 3 clusters Score -1.453549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 112447 members 
Entering Unmasked Estep 
Score: -14535515.000000 Penalty: 5772.223633
	Iteration 31Q: 3 clusters Score -1.453552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -14535517.000000 Penalty: 5772.223633
	Iteration 32Q: 3 clusters Score -1.453552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 112468 members 
Entering Unmasked Estep 
Score: -14535509.000000 Penalty: 5772.223633
	Iteration 33Q: 3 clusters Score -1.453551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 112471 members 
Entering Unmasked Estep 
Score: -14535529.000000 Penalty: 5772.223633
	Iteration 34Q: 3 clusters Score -1.453553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -14535522.000000 Penalty: 5772.223633
	Iteration 35Q: 3 clusters Score -1.453552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
Score: -14535543.000000 Penalty: 5772.223633
	Iteration 36Q: 3 clusters Score -1.453554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 112503 members 
Entering Unmasked Estep 
Score: -14535544.000000 Penalty: 5772.223633
	Iteration 37Q: 3 clusters Score -1.453554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -14535557.000000 Penalty: 5772.223633
	Iteration 38Q: 3 clusters Score -1.453556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -14535569.000000 Penalty: 5772.223633
	Iteration 39Q: 3 clusters Score -1.453557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -14535576.000000 Penalty: 5772.223633
	Iteration 40F: 3 clusters Score -1.453558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -60376.476562 Penalty: 1575.019653
	Iteration 0F: 2 clusters Score -60376.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58791.562500 Penalty: 3150.039307
	Iteration 0F: 3 clusters Score -58791.56 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59093.351562 Penalty: 3150.039307
	Iteration 1F: 3 clusters Score -59093.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59243.429688 Penalty: 3150.039307
	Iteration 2F: 3 clusters Score -59243.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59347.699219 Penalty: 3150.039307
	Iteration 3F: 3 clusters Score -59347.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59460.414062 Penalty: 3150.039307
	Iteration 4Q: 3 clusters Score -59460.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59546.410156 Penalty: 3150.039307
	Iteration 5Q: 3 clusters Score -59546.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59736.214844 Penalty: 3150.039307
	Iteration 6Q: 3 clusters Score -59736.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59975.484375 Penalty: 3150.039307
	Iteration 7Q: 3 clusters Score -59975.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60042.105469 Penalty: 3150.039307
	Iteration 8Q: 3 clusters Score -60042.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60108.074219 Penalty: 3150.039307
	Iteration 9Q: 3 clusters Score -60108.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60217.492188 Penalty: 3150.039307
	Iteration 10Q: 3 clusters Score -60217.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60272.851562 Penalty: 3150.039307
	Iteration 11Q: 3 clusters Score -60272.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60415.804688 Penalty: 3150.039307
	Iteration 12Q: 3 clusters Score -60415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60529.183594 Penalty: 3150.039307
	Iteration 13Q: 3 clusters Score -60529.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60531.472656 Penalty: 3150.039307
	Iteration 14Q: 3 clusters Score -60531.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60531.472656 Penalty: 3150.039307
	Iteration 15F: 3 clusters Score -60531.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 189950 members 
Mstep: Class 9 contains 163374 members 
Mstep: Class 10 contains 178980 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216226 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 324 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 62958 members 
Entering Unmasked Estep 
Score: -149695568.000000 Penalty: 72857.820312
Splitting cluster 4 changes total score from -149697200.000000 to -149695568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -53338.390625 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -53338.39 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 265 members 
Entering Unmasked Estep 
Score: -51847.714844 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -51847.71 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52147.578125 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -52147.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52410.863281 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -52410.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52679.714844 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -52679.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52928.515625 Penalty: 3111.347168
	Iteration 4F: 3 clusters Score -52928.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53105.187500 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -53105.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53289.320312 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -53289.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53454.781250 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -53454.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53715.605469 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -53715.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -53812.699219 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -53812.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53889.000000 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -53889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53970.148438 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -53970.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54143.183594 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -54143.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54295.488281 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -54295.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54318.035156 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -54318.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -54318.035156 Penalty: 3111.347168
	Iteration 15F: 3 clusters Score -54318.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 189950 members 
Mstep: Class 9 contains 163374 members 
Mstep: Class 10 contains 178980 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216226 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 163 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 62958 members 
Entering Unmasked Estep 
Score: -149696336.000000 Penalty: 72857.820312
Splitting cluster 5 changes total score from -149697200.000000 to -149696336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -545414.750000 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -545414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -541236.812500 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -541236.8 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -542200.562500 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -542200.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -542415.812500 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -542415.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -542561.000000 Penalty: 4157.161133
	Iteration 3F: 3 clusters Score -542561 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -542652.812500 Penalty: 4157.161133
	Iteration 4Q: 3 clusters Score -542652.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -542723.562500 Penalty: 4157.161133
	Iteration 5Q: 3 clusters Score -542723.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -542790.250000 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -542790.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -542843.062500 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -542843.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -542902.937500 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -542902.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -542968.562500 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -542968.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -543029.187500 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -543029.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -543082.437500 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -543082.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -543149.812500 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -543149.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -543219.937500 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -543219.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -543290.812500 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -543290.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -543356.312500 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -543356.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -543446.875000 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -543446.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -543567.375000 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -543567.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -543775.437500 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -543775.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -544103.187500 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -544103.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -544506.625000 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -544506.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -544880.562500 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -544880.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -545020.875000 Penalty: 4157.161133
	Iteration 22Q: 3 clusters Score -545020.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -545072.000000 Penalty: 4157.161133
	Iteration 23Q: 3 clusters Score -545072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -545089.750000 Penalty: 4157.161133
	Iteration 24Q: 3 clusters Score -545089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -545102.125000 Penalty: 4157.161133
	Iteration 25Q: 3 clusters Score -545102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -545106.937500 Penalty: 4157.161133
	Iteration 26Q: 3 clusters Score -545106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -545110.937500 Penalty: 4157.161133
	Iteration 27Q: 3 clusters Score -545110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -545113.750000 Penalty: 4157.161133
	Iteration 28Q: 3 clusters Score -545113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -545114.750000 Penalty: 4157.161133
	Iteration 29Q: 3 clusters Score -545114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -545117.437500 Penalty: 4157.161133
	Iteration 30Q: 3 clusters Score -545117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -545119.125000 Penalty: 4157.161133
	Iteration 31Q: 3 clusters Score -545119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -545120.687500 Penalty: 4157.161133
	Iteration 32Q: 3 clusters Score -545120.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -545124.062500 Penalty: 4157.161133
	Iteration 33Q: 3 clusters Score -545124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -545126.500000 Penalty: 4157.161133
	Iteration 34Q: 3 clusters Score -545126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -545128.000000 Penalty: 4157.161133
	Iteration 35Q: 3 clusters Score -545128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -545128.187500 Penalty: 4157.161133
	Iteration 36Q: 3 clusters Score -545128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -545131.125000 Penalty: 4157.161133
	Iteration 37Q: 3 clusters Score -545131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -545131.625000 Penalty: 4157.161133
	Iteration 38Q: 3 clusters Score -545131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -545132.750000 Penalty: 4157.161133
	Iteration 39Q: 3 clusters Score -545132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -545132.812500 Penalty: 4157.161133
	Iteration 40F: 3 clusters Score -545132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -545133.500000 Penalty: 4157.161133
	Iteration 41Q: 3 clusters Score -545133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -545134.125000 Penalty: 4157.161133
	Iteration 42Q: 3 clusters Score -545134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -545135.750000 Penalty: 4157.161133
	Iteration 43Q: 3 clusters Score -545135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -545135.750000 Penalty: 4157.161133
	Iteration 44Q: 3 clusters Score -545135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -545135.750000 Penalty: 4157.161133
	Iteration 45F: 3 clusters Score -545135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Entering Unmasked Estep 
Score: -8589747.000000 Penalty: 2762.310547
	Iteration 0F: 2 clusters Score -8589747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -8543549.000000 Penalty: 5524.621094
	Iteration 0F: 3 clusters Score -8543549 nChanged 32247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -8561767.000000 Penalty: 5524.621094
	Iteration 1F: 3 clusters Score -8561767 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -8562567.000000 Penalty: 5524.621094
	Iteration 2Q: 3 clusters Score -8562567 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8563464.000000 Penalty: 5524.621094
	Iteration 3Q: 3 clusters Score -8563464 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -8564695.000000 Penalty: 5524.621094
	Iteration 4Q: 3 clusters Score -8564695 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -8566598.000000 Penalty: 5524.621094
	Iteration 5F: 3 clusters Score -8566598 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8569342.000000 Penalty: 5524.621094
	Iteration 6F: 3 clusters Score -8569342 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -8573233.000000 Penalty: 5524.621094
	Iteration 7F: 3 clusters Score -8573233 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -8577744.000000 Penalty: 5524.621094
	Iteration 8F: 3 clusters Score -8577744 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -8582064.000000 Penalty: 5524.621094
	Iteration 9F: 3 clusters Score -8582064 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8584917.000000 Penalty: 5524.621094
	Iteration 10Q: 3 clusters Score -8584917 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8586347.000000 Penalty: 5524.621094
	Iteration 11Q: 3 clusters Score -8586347 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8586894.000000 Penalty: 5524.621094
	Iteration 12Q: 3 clusters Score -8586894 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8587095.000000 Penalty: 5524.621094
	Iteration 13Q: 3 clusters Score -8587095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8587187.000000 Penalty: 5524.621094
	Iteration 14Q: 3 clusters Score -8587187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5524.621094
	Iteration 15Q: 3 clusters Score -8587232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8587265.000000 Penalty: 5524.621094
	Iteration 16Q: 3 clusters Score -8587265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8587263.000000 Penalty: 5524.621094
	Iteration 17Q: 3 clusters Score -8587263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8587263.000000 Penalty: 5524.621094
	Iteration 18F: 3 clusters Score -8587263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189950 members 
Entering Unmasked Estep 
Score: -24361056.000000 Penalty: 3014.320068
	Iteration 0F: 2 clusters Score -2.436106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -24236124.000000 Penalty: 6028.640137
	Iteration 0F: 3 clusters Score -2.423612e+07 nChanged 91330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99571 members 
Mstep: Class 2 contains 90379 members 
Entering Unmasked Estep 
Score: -24289580.000000 Penalty: 6028.640137
	Iteration 1F: 3 clusters Score -2.428958e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -24290918.000000 Penalty: 6028.640137
	Iteration 2Q: 3 clusters Score -2.429092e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106024 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -24292470.000000 Penalty: 6028.640137
	Iteration 3Q: 3 clusters Score -2.429247e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -24295048.000000 Penalty: 6028.640137
	Iteration 4Q: 3 clusters Score -2.429505e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -24299822.000000 Penalty: 6028.640137
	Iteration 5Q: 3 clusters Score -2.429982e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131451 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -24307266.000000 Penalty: 6028.640137
	Iteration 6F: 3 clusters Score -2.430727e+07 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145981 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -24318980.000000 Penalty: 6028.640137
	Iteration 7F: 3 clusters Score -2.431898e+07 nChanged 15949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -24333638.000000 Penalty: 6028.640137
	Iteration 8F: 3 clusters Score -2.433364e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -24346416.000000 Penalty: 6028.640137
	Iteration 9F: 3 clusters Score -2.434642e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183901 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -24353738.000000 Penalty: 6028.640137
	Iteration 10Q: 3 clusters Score -2.435374e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -24356808.000000 Penalty: 6028.640137
	Iteration 11Q: 3 clusters Score -2.435681e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189003 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24357830.000000 Penalty: 6028.640137
	Iteration 12Q: 3 clusters Score -2.435783e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -24358140.000000 Penalty: 6028.640137
	Iteration 13Q: 3 clusters Score -2.435814e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189524 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24358254.000000 Penalty: 6028.640137
	Iteration 14Q: 3 clusters Score -2.435825e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189575 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24358358.000000 Penalty: 6028.640137
	Iteration 15Q: 3 clusters Score -2.435836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189598 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24358432.000000 Penalty: 6028.640137
	Iteration 16Q: 3 clusters Score -2.435843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24358462.000000 Penalty: 6028.640137
	Iteration 17Q: 3 clusters Score -2.435846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189612 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -24358498.000000 Penalty: 6028.640137
	Iteration 18Q: 3 clusters Score -2.43585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189607 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -24358494.000000 Penalty: 6028.640137
	Iteration 19Q: 3 clusters Score -2.435849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189616 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24358508.000000 Penalty: 6028.640137
	Iteration 20F: 3 clusters Score -2.435851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189613 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24358522.000000 Penalty: 6028.640137
	Iteration 21Q: 3 clusters Score -2.435852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24358520.000000 Penalty: 6028.640137
	Iteration 22Q: 3 clusters Score -2.435852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24358520.000000 Penalty: 6028.640137
	Iteration 23Q: 3 clusters Score -2.435852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24358528.000000 Penalty: 6028.640137
	Iteration 24Q: 3 clusters Score -2.435853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24358526.000000 Penalty: 6028.640137
	Iteration 25Q: 3 clusters Score -2.435853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24358544.000000 Penalty: 6028.640137
	Iteration 26Q: 3 clusters Score -2.435854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24358526.000000 Penalty: 6028.640137
	Iteration 27Q: 3 clusters Score -2.435853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189609 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24358522.000000 Penalty: 6028.640137
	Iteration 28Q: 3 clusters Score -2.435852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24358520.000000 Penalty: 6028.640137
	Iteration 29Q: 3 clusters Score -2.435852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24358514.000000 Penalty: 6028.640137
	Iteration 30Q: 3 clusters Score -2.435851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -24358518.000000 Penalty: 6028.640137
	Iteration 31Q: 3 clusters Score -2.435852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24358522.000000 Penalty: 6028.640137
	Iteration 32Q: 3 clusters Score -2.435852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24358522.000000 Penalty: 6028.640137
	Iteration 33F: 3 clusters Score -2.435852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Entering Unmasked Estep 
Score: -20936732.000000 Penalty: 2976.941895
	Iteration 0F: 2 clusters Score -2.093673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -20827764.000000 Penalty: 5953.883789
	Iteration 0F: 3 clusters Score -2.082776e+07 nChanged 78334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -20873444.000000 Penalty: 5953.883789
	Iteration 1F: 3 clusters Score -2.087344e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -20874712.000000 Penalty: 5953.883789
	Iteration 2Q: 3 clusters Score -2.087471e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -20875934.000000 Penalty: 5953.883789
	Iteration 3Q: 3 clusters Score -2.087593e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -20877902.000000 Penalty: 5953.883789
	Iteration 4Q: 3 clusters Score -2.08779e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -20880986.000000 Penalty: 5953.883789
	Iteration 5Q: 3 clusters Score -2.088099e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -20885990.000000 Penalty: 5953.883789
	Iteration 6Q: 3 clusters Score -2.088599e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -20892910.000000 Penalty: 5953.883789
	Iteration 7F: 3 clusters Score -2.089291e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -20901568.000000 Penalty: 5953.883789
	Iteration 8F: 3 clusters Score -2.090157e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130415 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -20910114.000000 Penalty: 5953.883789
	Iteration 9F: 3 clusters Score -2.091011e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138303 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -20917082.000000 Penalty: 5953.883789
	Iteration 10F: 3 clusters Score -2.091708e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -20922112.000000 Penalty: 5953.883789
	Iteration 11Q: 3 clusters Score -2.092211e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149065 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -20925656.000000 Penalty: 5953.883789
	Iteration 12Q: 3 clusters Score -2.092566e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -20928082.000000 Penalty: 5953.883789
	Iteration 13Q: 3 clusters Score -2.092808e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155365 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -20929760.000000 Penalty: 5953.883789
	Iteration 14Q: 3 clusters Score -2.092976e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157405 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -20931080.000000 Penalty: 5953.883789
	Iteration 15Q: 3 clusters Score -2.093108e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158974 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -20932068.000000 Penalty: 5953.883789
	Iteration 16Q: 3 clusters Score -2.093207e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160104 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -20932770.000000 Penalty: 5953.883789
	Iteration 17Q: 3 clusters Score -2.093277e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160875 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -20933218.000000 Penalty: 5953.883789
	Iteration 18Q: 3 clusters Score -2.093322e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20933528.000000 Penalty: 5953.883789
	Iteration 19Q: 3 clusters Score -2.093353e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20933706.000000 Penalty: 5953.883789
	Iteration 20F: 3 clusters Score -2.093371e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162024 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20933814.000000 Penalty: 5953.883789
	Iteration 21Q: 3 clusters Score -2.093381e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20933908.000000 Penalty: 5953.883789
	Iteration 22Q: 3 clusters Score -2.093391e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162262 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20933996.000000 Penalty: 5953.883789
	Iteration 23Q: 3 clusters Score -2.0934e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162326 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20934016.000000 Penalty: 5953.883789
	Iteration 24Q: 3 clusters Score -2.093402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162409 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20934036.000000 Penalty: 5953.883789
	Iteration 25Q: 3 clusters Score -2.093404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20934098.000000 Penalty: 5953.883789
	Iteration 26Q: 3 clusters Score -2.09341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162520 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20934128.000000 Penalty: 5953.883789
	Iteration 27Q: 3 clusters Score -2.093413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20934150.000000 Penalty: 5953.883789
	Iteration 28Q: 3 clusters Score -2.093415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20934176.000000 Penalty: 5953.883789
	Iteration 29Q: 3 clusters Score -2.093418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162600 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20934200.000000 Penalty: 5953.883789
	Iteration 30Q: 3 clusters Score -2.09342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20934174.000000 Penalty: 5953.883789
	Iteration 31Q: 3 clusters Score -2.093417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20934188.000000 Penalty: 5953.883789
	Iteration 32Q: 3 clusters Score -2.093419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162618 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20934204.000000 Penalty: 5953.883789
	Iteration 33Q: 3 clusters Score -2.09342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20934218.000000 Penalty: 5953.883789
	Iteration 34Q: 3 clusters Score -2.093422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20934216.000000 Penalty: 5953.883789
	Iteration 35Q: 3 clusters Score -2.093422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20934222.000000 Penalty: 5953.883789
	Iteration 36Q: 3 clusters Score -2.093422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162642 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20934226.000000 Penalty: 5953.883789
	Iteration 37Q: 3 clusters Score -2.093423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162646 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20934220.000000 Penalty: 5953.883789
	Iteration 38Q: 3 clusters Score -2.093422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20934236.000000 Penalty: 5953.883789
	Iteration 39Q: 3 clusters Score -2.093424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20934238.000000 Penalty: 5953.883789
	Iteration 40F: 3 clusters Score -2.093424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162664 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20934252.000000 Penalty: 5953.883789
	Iteration 41Q: 3 clusters Score -2.093425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162666 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20934242.000000 Penalty: 5953.883789
	Iteration 42Q: 3 clusters Score -2.093424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -20934266.000000 Penalty: 5953.883789
	Iteration 43Q: 3 clusters Score -2.093427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20934258.000000 Penalty: 5953.883789
	Iteration 44Q: 3 clusters Score -2.093426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20934262.000000 Penalty: 5953.883789
	Iteration 45Q: 3 clusters Score -2.093426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20934282.000000 Penalty: 5953.883789
	Iteration 46Q: 3 clusters Score -2.093428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162696 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20934296.000000 Penalty: 5953.883789
	Iteration 47Q: 3 clusters Score -2.09343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162701 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20934296.000000 Penalty: 5953.883789
	Iteration 48Q: 3 clusters Score -2.09343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162702 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20934294.000000 Penalty: 5953.883789
	Iteration 49Q: 3 clusters Score -2.093429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162703 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -20934302.000000 Penalty: 5953.883789
	Iteration 50Q: 3 clusters Score -2.09343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162705 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -20934300.000000 Penalty: 5953.883789
	Iteration 51Q: 3 clusters Score -2.09343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20934296.000000 Penalty: 5953.883789
	Iteration 52Q: 3 clusters Score -2.09343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20934304.000000 Penalty: 5953.883789
	Iteration 53Q: 3 clusters Score -2.09343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20934304.000000 Penalty: 5953.883789
	Iteration 54F: 3 clusters Score -2.09343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Entering Unmasked Estep 
Score: -22985196.000000 Penalty: 2999.567383
	Iteration 0F: 2 clusters Score -2.29852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -22867898.000000 Penalty: 5999.134766
	Iteration 0F: 3 clusters Score -2.28679e+07 nChanged 85762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87899 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -22918460.000000 Penalty: 5999.134766
	Iteration 1F: 3 clusters Score -2.291846e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -22919550.000000 Penalty: 5999.134766
	Iteration 2Q: 3 clusters Score -2.291955e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -22921264.000000 Penalty: 5999.134766
	Iteration 3Q: 3 clusters Score -2.292126e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -22923488.000000 Penalty: 5999.134766
	Iteration 4Q: 3 clusters Score -2.292349e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 102172 members 
Entering Unmasked Estep 
Score: -22926730.000000 Penalty: 5999.134766
	Iteration 5Q: 3 clusters Score -2.292673e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 108301 members 
Entering Unmasked Estep 
Score: -22931056.000000 Penalty: 5999.134766
	Iteration 6Q: 3 clusters Score -2.293106e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -22937754.000000 Penalty: 5999.134766
	Iteration 7F: 3 clusters Score -2.293775e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -22946096.000000 Penalty: 5999.134766
	Iteration 8F: 3 clusters Score -2.29461e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 135063 members 
Entering Unmasked Estep 
Score: -22955114.000000 Penalty: 5999.134766
	Iteration 9F: 3 clusters Score -2.295511e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 143254 members 
Entering Unmasked Estep 
Score: -22962456.000000 Penalty: 5999.134766
	Iteration 10F: 3 clusters Score -2.296246e+07 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -22967734.000000 Penalty: 5999.134766
	Iteration 11Q: 3 clusters Score -2.296773e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 155139 members 
Entering Unmasked Estep 
Score: -22971584.000000 Penalty: 5999.134766
	Iteration 12Q: 3 clusters Score -2.297158e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 159659 members 
Entering Unmasked Estep 
Score: -22974308.000000 Penalty: 5999.134766
	Iteration 13Q: 3 clusters Score -2.297431e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -22976716.000000 Penalty: 5999.134766
	Iteration 14Q: 3 clusters Score -2.297672e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -22978608.000000 Penalty: 5999.134766
	Iteration 15Q: 3 clusters Score -2.297861e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 169873 members 
Entering Unmasked Estep 
Score: -22980054.000000 Penalty: 5999.134766
	Iteration 16Q: 3 clusters Score -2.298005e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -22981206.000000 Penalty: 5999.134766
	Iteration 17Q: 3 clusters Score -2.298121e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -22982020.000000 Penalty: 5999.134766
	Iteration 18Q: 3 clusters Score -2.298202e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -22982480.000000 Penalty: 5999.134766
	Iteration 19Q: 3 clusters Score -2.298248e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 175657 members 
Entering Unmasked Estep 
Score: -22982816.000000 Penalty: 5999.134766
	Iteration 20F: 3 clusters Score -2.298282e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 176192 members 
Entering Unmasked Estep 
Score: -22982970.000000 Penalty: 5999.134766
	Iteration 21Q: 3 clusters Score -2.298297e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -22983156.000000 Penalty: 5999.134766
	Iteration 22Q: 3 clusters Score -2.298316e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 176732 members 
Entering Unmasked Estep 
Score: -22983234.000000 Penalty: 5999.134766
	Iteration 23Q: 3 clusters Score -2.298323e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 176887 members 
Entering Unmasked Estep 
Score: -22983272.000000 Penalty: 5999.134766
	Iteration 24Q: 3 clusters Score -2.298327e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 176999 members 
Entering Unmasked Estep 
Score: -22983312.000000 Penalty: 5999.134766
	Iteration 25Q: 3 clusters Score -2.298331e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 177088 members 
Entering Unmasked Estep 
Score: -22983332.000000 Penalty: 5999.134766
	Iteration 26Q: 3 clusters Score -2.298333e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -22983330.000000 Penalty: 5999.134766
	Iteration 27Q: 3 clusters Score -2.298333e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 177200 members 
Entering Unmasked Estep 
Score: -22983332.000000 Penalty: 5999.134766
	Iteration 28Q: 3 clusters Score -2.298333e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 177246 members 
Entering Unmasked Estep 
Score: -22983334.000000 Penalty: 5999.134766
	Iteration 29Q: 3 clusters Score -2.298333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 177277 members 
Entering Unmasked Estep 
Score: -22983346.000000 Penalty: 5999.134766
	Iteration 30Q: 3 clusters Score -2.298335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -22983318.000000 Penalty: 5999.134766
	Iteration 31Q: 3 clusters Score -2.298332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 177297 members 
Entering Unmasked Estep 
Score: -22983324.000000 Penalty: 5999.134766
	Iteration 32Q: 3 clusters Score -2.298332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 177301 members 
Entering Unmasked Estep 
Score: -22983332.000000 Penalty: 5999.134766
	Iteration 33Q: 3 clusters Score -2.298333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -22983320.000000 Penalty: 5999.134766
	Iteration 34Q: 3 clusters Score -2.298332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -22983332.000000 Penalty: 5999.134766
	Iteration 35Q: 3 clusters Score -2.298333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -22983336.000000 Penalty: 5999.134766
	Iteration 36Q: 3 clusters Score -2.298334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 177333 members 
Entering Unmasked Estep 
Score: -22983328.000000 Penalty: 5999.134766
	Iteration 37Q: 3 clusters Score -2.298333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 177340 members 
Entering Unmasked Estep 
Score: -22983320.000000 Penalty: 5999.134766
	Iteration 38Q: 3 clusters Score -2.298332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 177346 members 
Entering Unmasked Estep 
Score: -22983338.000000 Penalty: 5999.134766
	Iteration 39Q: 3 clusters Score -2.298334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 177351 members 
Entering Unmasked Estep 
Score: -22983326.000000 Penalty: 5999.134766
	Iteration 40F: 3 clusters Score -2.298333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 177358 members 
Entering Unmasked Estep 
Score: -22983328.000000 Penalty: 5999.134766
	Iteration 41Q: 3 clusters Score -2.298333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -22983324.000000 Penalty: 5999.134766
	Iteration 42Q: 3 clusters Score -2.298332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 177366 members 
Entering Unmasked Estep 
Score: -22983334.000000 Penalty: 5999.134766
	Iteration 43Q: 3 clusters Score -2.298333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 177368 members 
Entering Unmasked Estep 
Score: -22983340.000000 Penalty: 5999.134766
	Iteration 44Q: 3 clusters Score -2.298334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 177371 members 
Entering Unmasked Estep 
Score: -22983326.000000 Penalty: 5999.134766
	Iteration 45Q: 3 clusters Score -2.298333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 177374 members 
Entering Unmasked Estep 
Score: -22983312.000000 Penalty: 5999.134766
	Iteration 46Q: 3 clusters Score -2.298331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -22983308.000000 Penalty: 5999.134766
	Iteration 47Q: 3 clusters Score -2.298331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 177377 members 
Entering Unmasked Estep 
Score: -22983314.000000 Penalty: 5999.134766
	Iteration 48Q: 3 clusters Score -2.298331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 177378 members 
Entering Unmasked Estep 
Score: -22983322.000000 Penalty: 5999.134766
	Iteration 49Q: 3 clusters Score -2.298332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 177378 members 
Entering Unmasked Estep 
Score: -22983322.000000 Penalty: 5999.134766
	Iteration 50F: 3 clusters Score -2.298332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -35037.605469 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35037.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33728.652344 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -33728.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33854.289062 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -33854.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33866.117188 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -33866.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33866.117188 Penalty: 2850.116943
	Iteration 3F: 3 clusters Score -33866.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -79832.679688 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -79832.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78135.687500 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -78135.69 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78435.929688 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -78435.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78576.773438 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -78576.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78641.875000 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -78641.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78704.265625 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -78704.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78769.804688 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -78769.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78817.296875 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -78817.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78847.054688 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -78847.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78875.851562 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -78875.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78915.007812 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -78915.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78937.726562 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -78937.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78971.539062 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -78971.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79021.601562 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -79021.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79056.632812 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -79056.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79087.289062 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -79087.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79139.500000 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -79139.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79210.562500 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -79210.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79352.203125 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -79352.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79430.421875 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -79430.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79454.265625 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -79454.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79463.000000 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -79463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79478.835938 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -79478.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79487.359375 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -79487.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79497.757812 Penalty: 3281.568359
	Iteration 23Q: 3 clusters Score -79497.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79572.210938 Penalty: 3281.568359
	Iteration 24Q: 3 clusters Score -79572.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79593.156250 Penalty: 3281.568359
	Iteration 25Q: 3 clusters Score -79593.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79674.882812 Penalty: 3281.568359
	Iteration 26Q: 3 clusters Score -79674.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79828.953125 Penalty: 3281.568359
	Iteration 27Q: 3 clusters Score -79828.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80024.335938 Penalty: 3281.568359
	Iteration 28Q: 3 clusters Score -80024.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80131.601562 Penalty: 3281.568359
	Iteration 29Q: 3 clusters Score -80131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80163.039062 Penalty: 3281.568359
	Iteration 30Q: 3 clusters Score -80163.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80184.296875 Penalty: 3281.568359
	Iteration 31Q: 3 clusters Score -80184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80206.765625 Penalty: 3281.568359
	Iteration 32Q: 3 clusters Score -80206.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80247.906250 Penalty: 3281.568359
	Iteration 33Q: 3 clusters Score -80247.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80253.437500 Penalty: 3281.568359
	Iteration 34Q: 3 clusters Score -80253.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80259.851562 Penalty: 3281.568359
	Iteration 35Q: 3 clusters Score -80259.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80269.109375 Penalty: 3281.568359
	Iteration 36Q: 3 clusters Score -80269.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80273.546875 Penalty: 3281.568359
	Iteration 37Q: 3 clusters Score -80273.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80275.070312 Penalty: 3281.568359
	Iteration 38Q: 3 clusters Score -80275.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80275.070312 Penalty: 3281.568359
	Iteration 39F: 3 clusters Score -80275.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 189950 members 
Mstep: Class 9 contains 163374 members 
Mstep: Class 10 contains 178980 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216226 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 62958 members 
Entering Unmasked Estep 
Score: -149695888.000000 Penalty: 72857.820312
Splitting cluster 12 changes total score from -149697200.000000 to -149695888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -65692.218750 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -65692.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64122.042969 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -64122.04 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64590.582031 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -64590.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65089.296875 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -65089.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65580.218750 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -65580.22 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66169.773438 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -66169.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66387.273438 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -66387.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66500.414062 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -66500.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66547.593750 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -66547.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66584.718750 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -66584.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66628.320312 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -66628.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66652.796875 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -66652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66674.421875 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -66674.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66694.992188 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -66694.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66728.031250 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -66728.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66749.585938 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -66749.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66764.601562 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -66764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66778.273438 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -66778.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66795.398438 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -66795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66823.320312 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -66823.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66841.875000 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -66841.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66866.960938 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -66866.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66920.960938 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -66920.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66920.960938 Penalty: 3214.862061
	Iteration 22F: 3 clusters Score -66920.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 189950 members 
Mstep: Class 9 contains 163374 members 
Mstep: Class 10 contains 178980 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 216226 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 280 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 62958 members 
Entering Unmasked Estep 
Score: -149696448.000000 Penalty: 72857.820312
Splitting cluster 13 changes total score from -149697200.000000 to -149696448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (216226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216226 members 
Entering Unmasked Estep 
Score: -27642358.000000 Penalty: 3046.451660
	Iteration 0F: 2 clusters Score -2.764236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108416 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -27504098.000000 Penalty: 6092.903320
	Iteration 0F: 3 clusters Score -2.75041e+07 nChanged 104565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -27565666.000000 Penalty: 6092.903320
	Iteration 1F: 3 clusters Score -2.756567e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -27566880.000000 Penalty: 6092.903320
	Iteration 2Q: 3 clusters Score -2.756688e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -27568670.000000 Penalty: 6092.903320
	Iteration 3Q: 3 clusters Score -2.756867e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128489 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -27571526.000000 Penalty: 6092.903320
	Iteration 4Q: 3 clusters Score -2.757153e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -27577738.000000 Penalty: 6092.903320
	Iteration 5F: 3 clusters Score -2.757774e+07 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155833 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -27589038.000000 Penalty: 6092.903320
	Iteration 6F: 3 clusters Score -2.758904e+07 nChanged 20095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175928 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -27606128.000000 Penalty: 6092.903320
	Iteration 7F: 3 clusters Score -2.760613e+07 nChanged 19039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194967 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -27622678.000000 Penalty: 6092.903320
	Iteration 8F: 3 clusters Score -2.762268e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207525 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -27632884.000000 Penalty: 6092.903320
	Iteration 9F: 3 clusters Score -2.763288e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213159 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -27637272.000000 Penalty: 6092.903320
	Iteration 10Q: 3 clusters Score -2.763727e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215095 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -27638646.000000 Penalty: 6092.903320
	Iteration 11Q: 3 clusters Score -2.763865e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -27639220.000000 Penalty: 6092.903320
	Iteration 12Q: 3 clusters Score -2.763922e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215820 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -27639446.000000 Penalty: 6092.903320
	Iteration 13Q: 3 clusters Score -2.763945e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27639532.000000 Penalty: 6092.903320
	Iteration 14Q: 3 clusters Score -2.763953e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215922 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27639576.000000 Penalty: 6092.903320
	Iteration 15Q: 3 clusters Score -2.763958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215936 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27639600.000000 Penalty: 6092.903320
	Iteration 16Q: 3 clusters Score -2.76396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215943 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27639618.000000 Penalty: 6092.903320
	Iteration 17Q: 3 clusters Score -2.763962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215951 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27639628.000000 Penalty: 6092.903320
	Iteration 18Q: 3 clusters Score -2.763963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215954 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27639630.000000 Penalty: 6092.903320
	Iteration 19Q: 3 clusters Score -2.763963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215951 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27639640.000000 Penalty: 6092.903320
	Iteration 20F: 3 clusters Score -2.763964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215954 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27639638.000000 Penalty: 6092.903320
	Iteration 21Q: 3 clusters Score -2.763964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215954 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27639634.000000 Penalty: 6092.903320
	Iteration 22Q: 3 clusters Score -2.763963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215956 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27639656.000000 Penalty: 6092.903320
	Iteration 23Q: 3 clusters Score -2.763966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215955 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27639650.000000 Penalty: 6092.903320
	Iteration 24Q: 3 clusters Score -2.763965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215955 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27639650.000000 Penalty: 6092.903320
	Iteration 25F: 3 clusters Score -2.763965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Entering Unmasked Estep 
Score: -2453135.500000 Penalty: 2445.061035
	Iteration 0F: 2 clusters Score -2453136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2439577.000000 Penalty: 4890.122070
	Iteration 0F: 3 clusters Score -2439577 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2443967.250000 Penalty: 4890.122070
	Iteration 1F: 3 clusters Score -2443967 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2444342.000000 Penalty: 4890.122070
	Iteration 2F: 3 clusters Score -2444342 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2444643.750000 Penalty: 4890.122070
	Iteration 3Q: 3 clusters Score -2444644 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2444868.000000 Penalty: 4890.122070
	Iteration 4Q: 3 clusters Score -2444868 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2445043.750000 Penalty: 4890.122070
	Iteration 5Q: 3 clusters Score -2445044 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2445184.000000 Penalty: 4890.122070
	Iteration 6Q: 3 clusters Score -2445184 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2445281.250000 Penalty: 4890.122070
	Iteration 7Q: 3 clusters Score -2445281 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2445382.000000 Penalty: 4890.122070
	Iteration 8Q: 3 clusters Score -2445382 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2445451.750000 Penalty: 4890.122070
	Iteration 9Q: 3 clusters Score -2445452 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2445523.000000 Penalty: 4890.122070
	Iteration 10Q: 3 clusters Score -2445523 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2445600.500000 Penalty: 4890.122070
	Iteration 11Q: 3 clusters Score -2445600 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2445686.750000 Penalty: 4890.122070
	Iteration 12Q: 3 clusters Score -2445687 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2445753.000000 Penalty: 4890.122070
	Iteration 13Q: 3 clusters Score -2445753 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2445822.250000 Penalty: 4890.122070
	Iteration 14Q: 3 clusters Score -2445822 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2445896.750000 Penalty: 4890.122070
	Iteration 15Q: 3 clusters Score -2445897 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2445983.000000 Penalty: 4890.122070
	Iteration 16Q: 3 clusters Score -2445983 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2446083.250000 Penalty: 4890.122070
	Iteration 17Q: 3 clusters Score -2446083 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2446214.000000 Penalty: 4890.122070
	Iteration 18Q: 3 clusters Score -2446214 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2446429.000000 Penalty: 4890.122070
	Iteration 19Q: 3 clusters Score -2446429 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2446722.000000 Penalty: 4890.122070
	Iteration 20F: 3 clusters Score -2446722 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2447203.250000 Penalty: 4890.122070
	Iteration 21Q: 3 clusters Score -2447203 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2448005.000000 Penalty: 4890.122070
	Iteration 22Q: 3 clusters Score -2448005 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2448917.250000 Penalty: 4890.122070
	Iteration 23F: 3 clusters Score -2448917 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2449539.000000 Penalty: 4890.122070
	Iteration 24Q: 3 clusters Score -2449539 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2449857.000000 Penalty: 4890.122070
	Iteration 25Q: 3 clusters Score -2449857 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2450048.750000 Penalty: 4890.122070
	Iteration 26Q: 3 clusters Score -2450049 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2450224.750000 Penalty: 4890.122070
	Iteration 27Q: 3 clusters Score -2450225 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2450379.000000 Penalty: 4890.122070
	Iteration 28Q: 3 clusters Score -2450379 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2450501.250000 Penalty: 4890.122070
	Iteration 29Q: 3 clusters Score -2450501 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2450605.750000 Penalty: 4890.122070
	Iteration 30Q: 3 clusters Score -2450606 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2450674.750000 Penalty: 4890.122070
	Iteration 31Q: 3 clusters Score -2450675 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2450726.500000 Penalty: 4890.122070
	Iteration 32Q: 3 clusters Score -2450726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2450758.750000 Penalty: 4890.122070
	Iteration 33Q: 3 clusters Score -2450759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2450785.250000 Penalty: 4890.122070
	Iteration 34Q: 3 clusters Score -2450785 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2450795.750000 Penalty: 4890.122070
	Iteration 35Q: 3 clusters Score -2450796 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2450816.250000 Penalty: 4890.122070
	Iteration 36Q: 3 clusters Score -2450816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2450833.750000 Penalty: 4890.122070
	Iteration 37Q: 3 clusters Score -2450834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2450842.250000 Penalty: 4890.122070
	Iteration 38Q: 3 clusters Score -2450842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2450852.250000 Penalty: 4890.122070
	Iteration 39Q: 3 clusters Score -2450852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2450858.000000 Penalty: 4890.122070
	Iteration 40F: 3 clusters Score -2450858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2450855.750000 Penalty: 4890.122070
	Iteration 41Q: 3 clusters Score -2450856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2450851.000000 Penalty: 4890.122070
	Iteration 42Q: 3 clusters Score -2450851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2450854.500000 Penalty: 4890.122070
	Iteration 43Q: 3 clusters Score -2450854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2450860.000000 Penalty: 4890.122070
	Iteration 44Q: 3 clusters Score -2450860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2450859.000000 Penalty: 4890.122070
	Iteration 45Q: 3 clusters Score -2450859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2450863.750000 Penalty: 4890.122070
	Iteration 46Q: 3 clusters Score -2450864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2450860.750000 Penalty: 4890.122070
	Iteration 47Q: 3 clusters Score -2450861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2450868.000000 Penalty: 4890.122070
	Iteration 48Q: 3 clusters Score -2450868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2450862.500000 Penalty: 4890.122070
	Iteration 49Q: 3 clusters Score -2450862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2450863.500000 Penalty: 4890.122070
	Iteration 50Q: 3 clusters Score -2450864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2450874.250000 Penalty: 4890.122070
	Iteration 51Q: 3 clusters Score -2450874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2450873.000000 Penalty: 4890.122070
	Iteration 52Q: 3 clusters Score -2450873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2450877.500000 Penalty: 4890.122070
	Iteration 53Q: 3 clusters Score -2450878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2450879.250000 Penalty: 4890.122070
	Iteration 54Q: 3 clusters Score -2450879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2450875.750000 Penalty: 4890.122070
	Iteration 55Q: 3 clusters Score -2450876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2450874.750000 Penalty: 4890.122070
	Iteration 56Q: 3 clusters Score -2450875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2450873.250000 Penalty: 4890.122070
	Iteration 57Q: 3 clusters Score -2450873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2450876.000000 Penalty: 4890.122070
	Iteration 58Q: 3 clusters Score -2450876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2450877.250000 Penalty: 4890.122070
	Iteration 59Q: 3 clusters Score -2450877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2450878.000000 Penalty: 4890.122070
	Iteration 60F: 3 clusters Score -2450878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2450876.500000 Penalty: 4890.122070
	Iteration 61Q: 3 clusters Score -2450876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2450876.250000 Penalty: 4890.122070
	Iteration 62Q: 3 clusters Score -2450876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2450876.500000 Penalty: 4890.122070
	Iteration 63Q: 3 clusters Score -2450876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2450874.750000 Penalty: 4890.122070
	Iteration 64Q: 3 clusters Score -2450875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2450874.750000 Penalty: 4890.122070
	Iteration 65Q: 3 clusters Score -2450875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2450874.750000 Penalty: 4890.122070
	Iteration 66Q: 3 clusters Score -2450875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2450877.750000 Penalty: 4890.122070
	Iteration 67Q: 3 clusters Score -2450878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2450875.500000 Penalty: 4890.122070
	Iteration 68Q: 3 clusters Score -2450876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2450876.000000 Penalty: 4890.122070
	Iteration 69Q: 3 clusters Score -2450876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2450876.000000 Penalty: 4890.122070
	Iteration 70F: 3 clusters Score -2450876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (95091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Entering Unmasked Estep 
Score: -12300621.000000 Penalty: 2842.722168
	Iteration 0F: 2 clusters Score -1.230062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -12236867.000000 Penalty: 5685.444336
	Iteration 0F: 3 clusters Score -1.223687e+07 nChanged 44942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -12263266.000000 Penalty: 5685.444336
	Iteration 1F: 3 clusters Score -1.226327e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -12264777.000000 Penalty: 5685.444336
	Iteration 2Q: 3 clusters Score -1.226478e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -12266743.000000 Penalty: 5685.444336
	Iteration 3Q: 3 clusters Score -1.226674e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -12269876.000000 Penalty: 5685.444336
	Iteration 4F: 3 clusters Score -1.226988e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -12274584.000000 Penalty: 5685.444336
	Iteration 5F: 3 clusters Score -1.227458e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -12281023.000000 Penalty: 5685.444336
	Iteration 6F: 3 clusters Score -1.228102e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -12287553.000000 Penalty: 5685.444336
	Iteration 7F: 3 clusters Score -1.228755e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -12291884.000000 Penalty: 5685.444336
	Iteration 8Q: 3 clusters Score -1.229188e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -12294041.000000 Penalty: 5685.444336
	Iteration 9Q: 3 clusters Score -1.229404e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -12294930.000000 Penalty: 5685.444336
	Iteration 10Q: 3 clusters Score -1.229493e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -12295475.000000 Penalty: 5685.444336
	Iteration 11Q: 3 clusters Score -1.229548e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -12295794.000000 Penalty: 5685.444336
	Iteration 12Q: 3 clusters Score -1.229579e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -12296152.000000 Penalty: 5685.444336
	Iteration 13Q: 3 clusters Score -1.229615e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -12296447.000000 Penalty: 5685.444336
	Iteration 14Q: 3 clusters Score -1.229645e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -12296687.000000 Penalty: 5685.444336
	Iteration 15Q: 3 clusters Score -1.229669e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -12296917.000000 Penalty: 5685.444336
	Iteration 16Q: 3 clusters Score -1.229692e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -12297076.000000 Penalty: 5685.444336
	Iteration 17Q: 3 clusters Score -1.229708e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -12297210.000000 Penalty: 5685.444336
	Iteration 18Q: 3 clusters Score -1.229721e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -12297335.000000 Penalty: 5685.444336
	Iteration 19Q: 3 clusters Score -1.229734e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -12297420.000000 Penalty: 5685.444336
	Iteration 20F: 3 clusters Score -1.229742e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -12297554.000000 Penalty: 5685.444336
	Iteration 21Q: 3 clusters Score -1.229755e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -12297622.000000 Penalty: 5685.444336
	Iteration 22Q: 3 clusters Score -1.229762e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91486 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -12297746.000000 Penalty: 5685.444336
	Iteration 23Q: 3 clusters Score -1.229775e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -12297801.000000 Penalty: 5685.444336
	Iteration 24Q: 3 clusters Score -1.22978e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -12297887.000000 Penalty: 5685.444336
	Iteration 25Q: 3 clusters Score -1.229789e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -12297912.000000 Penalty: 5685.444336
	Iteration 26Q: 3 clusters Score -1.229791e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -12297960.000000 Penalty: 5685.444336
	Iteration 27Q: 3 clusters Score -1.229796e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -12298003.000000 Penalty: 5685.444336
	Iteration 28Q: 3 clusters Score -1.2298e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12298029.000000 Penalty: 5685.444336
	Iteration 29Q: 3 clusters Score -1.229803e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12298088.000000 Penalty: 5685.444336
	Iteration 30Q: 3 clusters Score -1.229809e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -12298077.000000 Penalty: 5685.444336
	Iteration 31Q: 3 clusters Score -1.229808e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12298124.000000 Penalty: 5685.444336
	Iteration 32Q: 3 clusters Score -1.229812e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -12298107.000000 Penalty: 5685.444336
	Iteration 33Q: 3 clusters Score -1.229811e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -12298090.000000 Penalty: 5685.444336
	Iteration 34Q: 3 clusters Score -1.229809e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -12298107.000000 Penalty: 5685.444336
	Iteration 35Q: 3 clusters Score -1.229811e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12298120.000000 Penalty: 5685.444336
	Iteration 36Q: 3 clusters Score -1.229812e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12298142.000000 Penalty: 5685.444336
	Iteration 37Q: 3 clusters Score -1.229814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12298158.000000 Penalty: 5685.444336
	Iteration 38Q: 3 clusters Score -1.229816e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12298211.000000 Penalty: 5685.444336
	Iteration 39Q: 3 clusters Score -1.229821e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12298232.000000 Penalty: 5685.444336
	Iteration 40F: 3 clusters Score -1.229823e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -12298245.000000 Penalty: 5685.444336
	Iteration 41Q: 3 clusters Score -1.229824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12298252.000000 Penalty: 5685.444336
	Iteration 42Q: 3 clusters Score -1.229825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12298246.000000 Penalty: 5685.444336
	Iteration 43Q: 3 clusters Score -1.229825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12298269.000000 Penalty: 5685.444336
	Iteration 44Q: 3 clusters Score -1.229827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12298282.000000 Penalty: 5685.444336
	Iteration 45Q: 3 clusters Score -1.229828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -12298266.000000 Penalty: 5685.444336
	Iteration 46Q: 3 clusters Score -1.229827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12298273.000000 Penalty: 5685.444336
	Iteration 47Q: 3 clusters Score -1.229827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12298284.000000 Penalty: 5685.444336
	Iteration 48Q: 3 clusters Score -1.229828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -12298293.000000 Penalty: 5685.444336
	Iteration 49Q: 3 clusters Score -1.229829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -12298292.000000 Penalty: 5685.444336
	Iteration 50Q: 3 clusters Score -1.229829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12298287.000000 Penalty: 5685.444336
	Iteration 51Q: 3 clusters Score -1.229829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12298281.000000 Penalty: 5685.444336
	Iteration 52Q: 3 clusters Score -1.229828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -12298282.000000 Penalty: 5685.444336
	Iteration 53Q: 3 clusters Score -1.229828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93686 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12298275.000000 Penalty: 5685.444336
	Iteration 54Q: 3 clusters Score -1.229828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12298274.000000 Penalty: 5685.444336
	Iteration 55Q: 3 clusters Score -1.229827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12298270.000000 Penalty: 5685.444336
	Iteration 56Q: 3 clusters Score -1.229827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12298278.000000 Penalty: 5685.444336
	Iteration 57Q: 3 clusters Score -1.229828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12298278.000000 Penalty: 5685.444336
	Iteration 58F: 3 clusters Score -1.229828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Entering Unmasked Estep 
Score: -4226287.000000 Penalty: 2573.175537
	Iteration 0F: 2 clusters Score -4226287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4204339.000000 Penalty: 5146.351074
	Iteration 0F: 3 clusters Score -4204339 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4212226.000000 Penalty: 5146.351074
	Iteration 1F: 3 clusters Score -4212226 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4212622.000000 Penalty: 5146.351074
	Iteration 2Q: 3 clusters Score -4212622 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4212951.000000 Penalty: 5146.351074
	Iteration 3Q: 3 clusters Score -4212951 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4213189.000000 Penalty: 5146.351074
	Iteration 4Q: 3 clusters Score -4213189 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4213383.500000 Penalty: 5146.351074
	Iteration 5Q: 3 clusters Score -4213384 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4213538.500000 Penalty: 5146.351074
	Iteration 6Q: 3 clusters Score -4213538 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4213693.500000 Penalty: 5146.351074
	Iteration 7Q: 3 clusters Score -4213694 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4213844.000000 Penalty: 5146.351074
	Iteration 8Q: 3 clusters Score -4213844 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4214005.500000 Penalty: 5146.351074
	Iteration 9Q: 3 clusters Score -4214006 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4214231.500000 Penalty: 5146.351074
	Iteration 10Q: 3 clusters Score -4214232 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 5146.351074
	Iteration 11Q: 3 clusters Score -4214508 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4214963.500000 Penalty: 5146.351074
	Iteration 12Q: 3 clusters Score -4214964 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -4215619.000000 Penalty: 5146.351074
	Iteration 13Q: 3 clusters Score -4215619 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4216711.500000 Penalty: 5146.351074
	Iteration 14F: 3 clusters Score -4216712 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4218226.000000 Penalty: 5146.351074
	Iteration 15F: 3 clusters Score -4218226 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4219994.000000 Penalty: 5146.351074
	Iteration 16F: 3 clusters Score -4219994 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4221544.500000 Penalty: 5146.351074
	Iteration 17F: 3 clusters Score -4221544 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4222622.000000 Penalty: 5146.351074
	Iteration 18Q: 3 clusters Score -4222622 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4223262.000000 Penalty: 5146.351074
	Iteration 19Q: 3 clusters Score -4223262 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4223606.500000 Penalty: 5146.351074
	Iteration 20F: 3 clusters Score -4223606 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4223786.500000 Penalty: 5146.351074
	Iteration 21Q: 3 clusters Score -4223786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4223886.500000 Penalty: 5146.351074
	Iteration 22Q: 3 clusters Score -4223886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4223936.000000 Penalty: 5146.351074
	Iteration 23Q: 3 clusters Score -4223936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4223978.500000 Penalty: 5146.351074
	Iteration 24Q: 3 clusters Score -4223978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4224009.000000 Penalty: 5146.351074
	Iteration 25Q: 3 clusters Score -4224009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4224023.500000 Penalty: 5146.351074
	Iteration 26Q: 3 clusters Score -4224024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4224037.500000 Penalty: 5146.351074
	Iteration 27Q: 3 clusters Score -4224038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4224041.500000 Penalty: 5146.351074
	Iteration 28Q: 3 clusters Score -4224042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4224042.000000 Penalty: 5146.351074
	Iteration 29Q: 3 clusters Score -4224042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4224044.500000 Penalty: 5146.351074
	Iteration 30Q: 3 clusters Score -4224044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4224047.500000 Penalty: 5146.351074
	Iteration 31Q: 3 clusters Score -4224048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4224046.500000 Penalty: 5146.351074
	Iteration 32Q: 3 clusters Score -4224046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4224044.500000 Penalty: 5146.351074
	Iteration 33Q: 3 clusters Score -4224044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4224044.500000 Penalty: 5146.351074
	Iteration 34F: 3 clusters Score -4224044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -239535.843750 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -239535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -236923.578125 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -236923.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237351.750000 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -237351.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237473.875000 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -237473.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -237544.984375 Penalty: 3772.768311
	Iteration 3Q: 3 clusters Score -237545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237597.453125 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -237597.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237624.296875 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -237624.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -237657.703125 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -237657.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237675.375000 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -237675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -237683.921875 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -237683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -237691.156250 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -237691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -237700.765625 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -237700.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -237710.953125 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -237711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -237716.218750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -237716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -237720.312500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -237720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -237723.468750 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -237723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -237729.546875 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -237729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -237736.109375 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -237736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -237742.828125 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -237742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -237748.843750 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -237748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -237752.843750 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -237752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -237759.453125 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -237759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -237766.437500 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -237766.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237772.609375 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -237772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -237774.937500 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -237774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -237777.562500 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -237777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -237779.015625 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -237779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -237780.515625 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -237780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -237781.218750 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -237781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -237782.156250 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -237782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -237783.593750 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -237783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -237783.921875 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -237783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237784.562500 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -237784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237786.343750 Penalty: 3772.768311
	Iteration 32Q: 3 clusters Score -237786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237788.437500 Penalty: 3772.768311
	Iteration 33Q: 3 clusters Score -237788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237788.437500 Penalty: 3772.768311
	Iteration 34F: 3 clusters Score -237788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Entering Unmasked Estep 
Score: -4206831.000000 Penalty: 2578.552734
	Iteration 0F: 2 clusters Score -4206831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4184490.250000 Penalty: 5157.105469
	Iteration 0F: 3 clusters Score -4184490 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4192395.500000 Penalty: 5157.105469
	Iteration 1F: 3 clusters Score -4192396 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4192808.750000 Penalty: 5157.105469
	Iteration 2Q: 3 clusters Score -4192809 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4193120.000000 Penalty: 5157.105469
	Iteration 3Q: 3 clusters Score -4193120 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4193400.750000 Penalty: 5157.105469
	Iteration 4Q: 3 clusters Score -4193401 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4193644.750000 Penalty: 5157.105469
	Iteration 5Q: 3 clusters Score -4193645 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4193911.750000 Penalty: 5157.105469
	Iteration 6Q: 3 clusters Score -4193912 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4194158.000000 Penalty: 5157.105469
	Iteration 7Q: 3 clusters Score -4194158 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4194416.000000 Penalty: 5157.105469
	Iteration 8Q: 3 clusters Score -4194416 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4194755.000000 Penalty: 5157.105469
	Iteration 9Q: 3 clusters Score -4194755 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4195252.000000 Penalty: 5157.105469
	Iteration 10Q: 3 clusters Score -4195252 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4196017.500000 Penalty: 5157.105469
	Iteration 11Q: 3 clusters Score -4196018 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4197283.000000 Penalty: 5157.105469
	Iteration 12F: 3 clusters Score -4197283 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4199101.000000 Penalty: 5157.105469
	Iteration 13F: 3 clusters Score -4199101 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4201055.000000 Penalty: 5157.105469
	Iteration 14F: 3 clusters Score -4201055 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -4202656.500000 Penalty: 5157.105469
	Iteration 15F: 3 clusters Score -4202656 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4203638.000000 Penalty: 5157.105469
	Iteration 16Q: 3 clusters Score -4203638 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4204131.500000 Penalty: 5157.105469
	Iteration 17Q: 3 clusters Score -4204132 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4204359.500000 Penalty: 5157.105469
	Iteration 18Q: 3 clusters Score -4204360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4204454.000000 Penalty: 5157.105469
	Iteration 19Q: 3 clusters Score -4204454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4204496.000000 Penalty: 5157.105469
	Iteration 20F: 3 clusters Score -4204496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4204518.500000 Penalty: 5157.105469
	Iteration 21Q: 3 clusters Score -4204518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4204542.500000 Penalty: 5157.105469
	Iteration 22Q: 3 clusters Score -4204542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -4204544.500000 Penalty: 5157.105469
	Iteration 23Q: 3 clusters Score -4204544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4204547.000000 Penalty: 5157.105469
	Iteration 24Q: 3 clusters Score -4204547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4204550.000000 Penalty: 5157.105469
	Iteration 25Q: 3 clusters Score -4204550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -4204557.000000 Penalty: 5157.105469
	Iteration 26Q: 3 clusters Score -4204557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4204565.000000 Penalty: 5157.105469
	Iteration 27Q: 3 clusters Score -4204565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4204567.000000 Penalty: 5157.105469
	Iteration 28Q: 3 clusters Score -4204567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4204567.000000 Penalty: 5157.105469
	Iteration 29Q: 3 clusters Score -4204567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4204572.000000 Penalty: 5157.105469
	Iteration 30Q: 3 clusters Score -4204572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4204570.000000 Penalty: 5157.105469
	Iteration 31Q: 3 clusters Score -4204570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -4204577.000000 Penalty: 5157.105469
	Iteration 32Q: 3 clusters Score -4204577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4204587.000000 Penalty: 5157.105469
	Iteration 33Q: 3 clusters Score -4204587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4204585.500000 Penalty: 5157.105469
	Iteration 34Q: 3 clusters Score -4204586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4204591.500000 Penalty: 5157.105469
	Iteration 35Q: 3 clusters Score -4204592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4204593.000000 Penalty: 5157.105469
	Iteration 36Q: 3 clusters Score -4204593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4204594.000000 Penalty: 5157.105469
	Iteration 37Q: 3 clusters Score -4204594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4204598.500000 Penalty: 5157.105469
	Iteration 38Q: 3 clusters Score -4204598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4204600.000000 Penalty: 5157.105469
	Iteration 39Q: 3 clusters Score -4204600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4204602.500000 Penalty: 5157.105469
	Iteration 40F: 3 clusters Score -4204602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4204602.000000 Penalty: 5157.105469
	Iteration 41Q: 3 clusters Score -4204602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4204608.000000 Penalty: 5157.105469
	Iteration 42Q: 3 clusters Score -4204608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4204609.000000 Penalty: 5157.105469
	Iteration 43Q: 3 clusters Score -4204609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4204615.000000 Penalty: 5157.105469
	Iteration 44Q: 3 clusters Score -4204615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4204614.500000 Penalty: 5157.105469
	Iteration 45Q: 3 clusters Score -4204614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4204614.500000 Penalty: 5157.105469
	Iteration 46F: 3 clusters Score -4204614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (62958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Entering Unmasked Estep 
Score: -8154043.000000 Penalty: 2740.455322
	Iteration 0F: 2 clusters Score -8154043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8111789.000000 Penalty: 5480.910645
	Iteration 0F: 3 clusters Score -8111789 nChanged 29279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -8128525.500000 Penalty: 5480.910645
	Iteration 1F: 3 clusters Score -8128526 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -8128976.000000 Penalty: 5480.910645
	Iteration 2Q: 3 clusters Score -8128976 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -8129539.500000 Penalty: 5480.910645
	Iteration 3Q: 3 clusters Score -8129540 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8130240.500000 Penalty: 5480.910645
	Iteration 4Q: 3 clusters Score -8130240 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8131357.000000 Penalty: 5480.910645
	Iteration 5Q: 3 clusters Score -8131357 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8133313.500000 Penalty: 5480.910645
	Iteration 6F: 3 clusters Score -8133314 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -8136430.500000 Penalty: 5480.910645
	Iteration 7F: 3 clusters Score -8136430 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -8140665.000000 Penalty: 5480.910645
	Iteration 8F: 3 clusters Score -8140665 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -8144780.000000 Penalty: 5480.910645
	Iteration 9F: 3 clusters Score -8144780 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8147880.000000 Penalty: 5480.910645
	Iteration 10F: 3 clusters Score -8147880 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8149651.000000 Penalty: 5480.910645
	Iteration 11Q: 3 clusters Score -8149651 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8150546.500000 Penalty: 5480.910645
	Iteration 12Q: 3 clusters Score -8150546 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8151024.000000 Penalty: 5480.910645
	Iteration 13Q: 3 clusters Score -8151024 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8151259.000000 Penalty: 5480.910645
	Iteration 14Q: 3 clusters Score -8151259 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8151390.500000 Penalty: 5480.910645
	Iteration 15Q: 3 clusters Score -8151390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8151477.500000 Penalty: 5480.910645
	Iteration 16Q: 3 clusters Score -8151478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8151537.500000 Penalty: 5480.910645
	Iteration 17Q: 3 clusters Score -8151538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8151575.000000 Penalty: 5480.910645
	Iteration 18Q: 3 clusters Score -8151575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8151599.500000 Penalty: 5480.910645
	Iteration 19Q: 3 clusters Score -8151600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8151615.500000 Penalty: 5480.910645
	Iteration 20F: 3 clusters Score -8151616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8151628.000000 Penalty: 5480.910645
	Iteration 21Q: 3 clusters Score -8151628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8151639.500000 Penalty: 5480.910645
	Iteration 22Q: 3 clusters Score -8151640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8151653.500000 Penalty: 5480.910645
	Iteration 23Q: 3 clusters Score -8151654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8151680.000000 Penalty: 5480.910645
	Iteration 24Q: 3 clusters Score -8151680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8151684.500000 Penalty: 5480.910645
	Iteration 25Q: 3 clusters Score -8151684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8151679.000000 Penalty: 5480.910645
	Iteration 26Q: 3 clusters Score -8151679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8151682.500000 Penalty: 5480.910645
	Iteration 27Q: 3 clusters Score -8151682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8151684.000000 Penalty: 5480.910645
	Iteration 28Q: 3 clusters Score -8151684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8151684.500000 Penalty: 5480.910645
	Iteration 29Q: 3 clusters Score -8151684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8151679.000000 Penalty: 5480.910645
	Iteration 30Q: 3 clusters Score -8151679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8151685.500000 Penalty: 5480.910645
	Iteration 31Q: 3 clusters Score -8151686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8151685.500000 Penalty: 5480.910645
	Iteration 32Q: 3 clusters Score -8151686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8151690.000000 Penalty: 5480.910645
	Iteration 33Q: 3 clusters Score -8151690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8151694.500000 Penalty: 5480.910645
	Iteration 34Q: 3 clusters Score -8151694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8151694.500000 Penalty: 5480.910645
	Iteration 35F: 3 clusters Score -8151694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113272 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68758 members 
Mstep: Class 8 contains 189950 members 
Mstep: Class 9 contains 163374 members 
Mstep: Class 10 contains 178980 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216226 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 32071 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 62958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697248.000000 Penalty: 69388.398438
Iteration 479Q: 21 clusters Score -1.496972e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113271 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68748 members 
Mstep: Class 8 contains 189946 members 
Mstep: Class 9 contains 163382 members 
Mstep: Class 10 contains 178979 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216231 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 18 contains 95088 members 
Mstep: Class 19 contains 32076 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32782 members 
Mstep: Class 22 contains 62950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697120.000000 Penalty: 69388.398438
Iteration 480F: 21 clusters Score -1.496971e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113270 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68739 members 
Mstep: Class 8 contains 189926 members 
Mstep: Class 9 contains 163383 members 
Mstep: Class 10 contains 178974 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216229 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 18 contains 95095 members 
Mstep: Class 19 contains 32088 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32792 members 
Mstep: Class 22 contains 62951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697248.000000 Penalty: 69388.398438
Iteration 481Q: 21 clusters Score -1.496972e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113266 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68730 members 
Mstep: Class 8 contains 189917 members 
Mstep: Class 9 contains 163383 members 
Mstep: Class 10 contains 178974 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216221 members 
Mstep: Class 15 contains 19173 members 
Mstep: Class 18 contains 95100 members 
Mstep: Class 19 contains 32098 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32797 members 
Mstep: Class 22 contains 62956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697248.000000 Penalty: 69388.398438
Iteration 482Q: 21 clusters Score -1.496972e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113268 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68717 members 
Mstep: Class 8 contains 189919 members 
Mstep: Class 9 contains 163373 members 
Mstep: Class 10 contains 178975 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216222 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 18 contains 95099 members 
Mstep: Class 19 contains 32107 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32795 members 
Mstep: Class 22 contains 62957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697264.000000 Penalty: 69388.398438
Iteration 483Q: 21 clusters Score -1.496973e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113266 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68699 members 
Mstep: Class 8 contains 189916 members 
Mstep: Class 9 contains 163368 members 
Mstep: Class 10 contains 178974 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216215 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 32128 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32795 members 
Mstep: Class 22 contains 62952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697152.000000 Penalty: 69388.398438
Iteration 484Q: 21 clusters Score -1.496972e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113268 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68681 members 
Mstep: Class 8 contains 189904 members 
Mstep: Class 9 contains 163370 members 
Mstep: Class 10 contains 178971 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216207 members 
Mstep: Class 15 contains 19238 members 
Mstep: Class 18 contains 95104 members 
Mstep: Class 19 contains 32144 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 32796 members 
Mstep: Class 22 contains 62952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697088.000000 Penalty: 69388.398438
Iteration 485Q: 21 clusters Score -1.496971e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113275 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68655 members 
Mstep: Class 8 contains 189904 members 
Mstep: Class 9 contains 163365 members 
Mstep: Class 10 contains 178973 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216195 members 
Mstep: Class 15 contains 19275 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 32156 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32796 members 
Mstep: Class 22 contains 62945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697088.000000 Penalty: 69388.398438
Iteration 486Q: 21 clusters Score -1.496971e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113281 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68630 members 
Mstep: Class 8 contains 189909 members 
Mstep: Class 9 contains 163367 members 
Mstep: Class 10 contains 178968 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216182 members 
Mstep: Class 15 contains 19317 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32152 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32797 members 
Mstep: Class 22 contains 62947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697376.000000 Penalty: 69388.398438
Iteration 487Q: 21 clusters Score -1.496974e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113284 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68601 members 
Mstep: Class 8 contains 189914 members 
Mstep: Class 9 contains 163367 members 
Mstep: Class 10 contains 178978 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216159 members 
Mstep: Class 15 contains 19355 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32148 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32803 members 
Mstep: Class 22 contains 62950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697216.000000 Penalty: 69388.398438
Iteration 488Q: 21 clusters Score -1.496972e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68574 members 
Mstep: Class 8 contains 189915 members 
Mstep: Class 9 contains 163376 members 
Mstep: Class 10 contains 178975 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216144 members 
Mstep: Class 15 contains 19388 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32153 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32802 members 
Mstep: Class 22 contains 62950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697376.000000 Penalty: 69388.398438
Iteration 489Q: 21 clusters Score -1.496974e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113292 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68544 members 
Mstep: Class 8 contains 189922 members 
Mstep: Class 9 contains 163381 members 
Mstep: Class 10 contains 178970 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216121 members 
Mstep: Class 15 contains 19425 members 
Mstep: Class 18 contains 95101 members 
Mstep: Class 19 contains 32160 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32809 members 
Mstep: Class 22 contains 62948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697376.000000 Penalty: 69388.398438
Iteration 490Q: 21 clusters Score -1.496974e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113288 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68517 members 
Mstep: Class 8 contains 189934 members 
Mstep: Class 9 contains 163381 members 
Mstep: Class 10 contains 178959 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216102 members 
Mstep: Class 15 contains 19456 members 
Mstep: Class 18 contains 95102 members 
Mstep: Class 19 contains 32174 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32820 members 
Mstep: Class 22 contains 62947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697296.000000 Penalty: 69388.398438
Iteration 491Q: 21 clusters Score -1.496973e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113290 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68507 members 
Mstep: Class 8 contains 189943 members 
Mstep: Class 9 contains 163388 members 
Mstep: Class 10 contains 178947 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216078 members 
Mstep: Class 15 contains 19483 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32183 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32821 members 
Mstep: Class 22 contains 62944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697280.000000 Penalty: 69388.398438
Iteration 492Q: 21 clusters Score -1.496973e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113294 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68483 members 
Mstep: Class 8 contains 189961 members 
Mstep: Class 9 contains 163389 members 
Mstep: Class 10 contains 178939 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216061 members 
Mstep: Class 15 contains 19510 members 
Mstep: Class 18 contains 95107 members 
Mstep: Class 19 contains 32186 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32827 members 
Mstep: Class 22 contains 62944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697328.000000 Penalty: 69388.398438
Iteration 493Q: 21 clusters Score -1.496973e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68467 members 
Mstep: Class 8 contains 189979 members 
Mstep: Class 9 contains 163381 members 
Mstep: Class 10 contains 178929 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216056 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32188 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32828 members 
Mstep: Class 22 contains 62946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697328.000000 Penalty: 69388.398438
Iteration 494Q: 21 clusters Score -1.496973e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113303 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68429 members 
Mstep: Class 8 contains 189986 members 
Mstep: Class 9 contains 163369 members 
Mstep: Class 10 contains 178929 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216049 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 32194 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32834 members 
Mstep: Class 22 contains 62947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697392.000000 Penalty: 69388.398438
Iteration 495Q: 21 clusters Score -1.496974e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113301 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68394 members 
Mstep: Class 8 contains 190000 members 
Mstep: Class 9 contains 163369 members 
Mstep: Class 10 contains 178937 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216026 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 32201 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32833 members 
Mstep: Class 22 contains 62949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697344.000000 Penalty: 69388.398438
Iteration 496Q: 21 clusters Score -1.496973e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113297 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68348 members 
Mstep: Class 8 contains 190002 members 
Mstep: Class 9 contains 163371 members 
Mstep: Class 10 contains 178941 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216023 members 
Mstep: Class 15 contains 19654 members 
Mstep: Class 18 contains 95103 members 
Mstep: Class 19 contains 32198 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32837 members 
Mstep: Class 22 contains 62950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697360.000000 Penalty: 69388.398438
Iteration 497Q: 21 clusters Score -1.496974e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113289 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68307 members 
Mstep: Class 8 contains 190003 members 
Mstep: Class 9 contains 163362 members 
Mstep: Class 10 contains 178940 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216010 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32217 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32840 members 
Mstep: Class 22 contains 62954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697504.000000 Penalty: 69388.398438
Iteration 498Q: 21 clusters Score -1.496975e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113285 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68272 members 
Mstep: Class 8 contains 190008 members 
Mstep: Class 9 contains 163348 members 
Mstep: Class 10 contains 178941 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 216007 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 18 contains 95106 members 
Mstep: Class 19 contains 32229 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32840 members 
Mstep: Class 22 contains 62953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697472.000000 Penalty: 69388.398438
Iteration 499Q: 21 clusters Score -1.496975e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 113279 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 68242 members 
Mstep: Class 8 contains 190013 members 
Mstep: Class 9 contains 163346 members 
Mstep: Class 10 contains 178942 members 
Mstep: Class 11 contains 313 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 215996 members 
Mstep: Class 15 contains 19798 members 
Mstep: Class 18 contains 95100 members 
Mstep: Class 19 contains 32244 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 32841 members 
Mstep: Class 22 contains 62952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697504.000000 Penalty: 69388.398438
Iteration 500F: 21 clusters Score -1.496975e+08 nChanged 231
Maximum iterations exceeded
--- Evaluating fit on full set of 3570476 points ---
Entering Unmasked Estep 
Score: -451145824.000000 Penalty: 74837.515625
23->21 Clusters: Score -451145824.000000, best is -451465536.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1190158 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 51173 members 
Mstep: Class 3 contains 51603 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 51748 members 
Mstep: Class 6 contains 51903 members 
Mstep: Class 7 contains 51627 members 
Mstep: Class 8 contains 51550 members 
Mstep: Class 9 contains 52152 members 
Mstep: Class 10 contains 52023 members 
Mstep: Class 11 contains 52365 members 
Mstep: Class 12 contains 51352 members 
Mstep: Class 13 contains 51273 members 
Mstep: Class 14 contains 51981 members 
Mstep: Class 15 contains 51532 members 
Mstep: Class 16 contains 51827 members 
Mstep: Class 17 contains 51820 members 
Mstep: Class 18 contains 51814 members 
Mstep: Class 19 contains 51704 members 
Mstep: Class 20 contains 51800 members 
Mstep: Class 21 contains 51856 members 
Mstep: Class 22 contains 52025 members 
Mstep: Class 23 contains 51823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 352.546143 but Gain 3469.421875
Score: -144038320.000000 Penalty: 76327.234375
Iteration 0F: 23 clusters Score -1.440383e+08 nChanged 1135945
Entering Unmasked Mstep 
Mstep: Class 0 contains 2926 members 
Mstep: Class 1 contains 305812 members 
Mstep: Class 2 contains 33493 members 
Mstep: Class 3 contains 9946 members 
Mstep: Class 4 contains 27365 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 81207 members 
Mstep: Class 8 contains 42155 members 
Mstep: Class 9 contains 28284 members 
Mstep: Class 10 contains 11018 members 
Mstep: Class 11 contains 11988 members 
Mstep: Class 12 contains 80428 members 
Mstep: Class 13 contains 21902 members 
Mstep: Class 14 contains 59552 members 
Mstep: Class 16 contains 7279 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 123318 members 
Mstep: Class 19 contains 26579 members 
Mstep: Class 20 contains 121133 members 
Mstep: Class 21 contains 78166 members 
Mstep: Class 22 contains 89396 members 
Mstep: Class 23 contains 4330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148131984.000000 Penalty: 76327.234375
Iteration 1F: 23 clusters Score -1.48132e+08 nChanged 385311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2699 members 
Mstep: Class 1 contains 388915 members 
Mstep: Class 2 contains 15318 members 
Mstep: Class 3 contains 14304 members 
Mstep: Class 4 contains 16856 members 
Mstep: Class 5 contains 9265 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 58838 members 
Mstep: Class 8 contains 28540 members 
Mstep: Class 9 contains 11782 members 
Mstep: Class 10 contains 9007 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 68409 members 
Mstep: Class 13 contains 12195 members 
Mstep: Class 14 contains 48720 members 
Mstep: Class 16 contains 4861 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 151629 members 
Mstep: Class 19 contains 18855 members 
Mstep: Class 20 contains 152086 members 
Mstep: Class 21 contains 67780 members 
Mstep: Class 22 contains 94766 members 
Mstep: Class 23 contains 3861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148494272.000000 Penalty: 76327.234375
Iteration 2F: 23 clusters Score -1.484943e+08 nChanged 292226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2467 members 
Mstep: Class 1 contains 365588 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 16146 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 27841 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 7705 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 81963 members 
Mstep: Class 13 contains 9892 members 
Mstep: Class 14 contains 39538 members 
Mstep: Class 16 contains 3675 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 185753 members 
Mstep: Class 19 contains 13891 members 
Mstep: Class 20 contains 197277 members 
Mstep: Class 21 contains 59198 members 
Mstep: Class 22 contains 99892 members 
Mstep: Class 23 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3129.753662 but Gain 3469.414062
Score: -148757920.000000 Penalty: 72857.820312
Iteration 3F: 22 clusters Score -1.487579e+08 nChanged 213170
Entering Unmasked Mstep 
Mstep: Class 0 contains 2205 members 
Mstep: Class 1 contains 322945 members 
Mstep: Class 2 contains 3177 members 
Mstep: Class 3 contains 15354 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 30942 members 
Mstep: Class 8 contains 25362 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 106402 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 30970 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1025 members 
Mstep: Class 18 contains 215602 members 
Mstep: Class 19 contains 9856 members 
Mstep: Class 20 contains 243802 members 
Mstep: Class 21 contains 51982 members 
Mstep: Class 22 contains 100041 members 
Mstep: Class 23 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2765.696289 but Gain 3469.421875
Score: -148911744.000000 Penalty: 69388.398438
Iteration 4F: 21 clusters Score -1.489117e+08 nChanged 181474
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 288862 members 
Mstep: Class 3 contains 14850 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 23189 members 
Mstep: Class 8 contains 18907 members 
Mstep: Class 9 contains 513 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 12 contains 131481 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 26184 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 230410 members 
Mstep: Class 19 contains 7489 members 
Mstep: Class 20 contains 267582 members 
Mstep: Class 21 contains 49871 members 
Mstep: Class 22 contains 104865 members 
Mstep: Class 23 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2958.379150 but Gain 3469.421875
Score: -149068960.000000 Penalty: 65918.976562
Iteration 5F: 20 clusters Score -1.49069e+08 nChanged 151942
Entering Unmasked Mstep 
Mstep: Class 0 contains 959 members 
Mstep: Class 1 contains 271330 members 
Mstep: Class 3 contains 14763 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 6 contains 2733 members 
Mstep: Class 7 contains 17126 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 9 contains 1002 members 
Mstep: Class 10 contains 6682 members 
Mstep: Class 12 contains 153143 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 23810 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 230051 members 
Mstep: Class 19 contains 6013 members 
Mstep: Class 20 contains 274053 members 
Mstep: Class 21 contains 51773 members 
Mstep: Class 22 contains 115459 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3074.589355 but Gain 3469.417969
Score: -149226272.000000 Penalty: 62449.558594
Iteration 6F: 19 clusters Score -1.492263e+08 nChanged 127876
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 262838 members 
Mstep: Class 3 contains 15177 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 12061 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 12 contains 172041 members 
Mstep: Class 14 contains 21628 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1399 members 
Mstep: Class 18 contains 220430 members 
Mstep: Class 19 contains 4937 members 
Mstep: Class 20 contains 271064 members 
Mstep: Class 21 contains 55073 members 
Mstep: Class 22 contains 129766 members 
Mstep: Class 23 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2907.646973 but Gain 3469.421875
Score: -149316288.000000 Penalty: 58980.136719
Iteration 7F: 18 clusters Score -1.493163e+08 nChanged 110898
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 255229 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 8365 members 
Mstep: Class 8 contains 3202 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 7843 members 
Mstep: Class 12 contains 185736 members 
Mstep: Class 14 contains 19391 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 211708 members 
Mstep: Class 19 contains 4001 members 
Mstep: Class 20 contains 263952 members 
Mstep: Class 21 contains 59145 members 
Mstep: Class 22 contains 147254 members 
Mstep: Class 23 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1917.489380 but Gain 3469.417969
Score: -149380000.000000 Penalty: 55510.718750
Iteration 8F: 17 clusters Score -1.4938e+08 nChanged 97759
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 245194 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 5665 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 8446 members 
Mstep: Class 12 contains 198155 members 
Mstep: Class 14 contains 17103 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 205299 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 252229 members 
Mstep: Class 21 contains 62837 members 
Mstep: Class 22 contains 167022 members 
Mstep: Class 23 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149427632.000000 Penalty: 55510.718750
Iteration 9F: 17 clusters Score -1.494276e+08 nChanged 84387
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 232328 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 6 contains 6990 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 9024 members 
Mstep: Class 12 contains 206823 members 
Mstep: Class 14 contains 15169 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 18 contains 200552 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 238698 members 
Mstep: Class 21 contains 66467 members 
Mstep: Class 22 contains 189250 members 
Mstep: Class 23 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2810.023926 but Gain 3469.421875
Score: -149467904.000000 Penalty: 52041.296875
Iteration 10F: 16 clusters Score -1.494679e+08 nChanged 82679
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 216133 members 
Mstep: Class 3 contains 12115 members 
Mstep: Class 6 contains 8686 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 12 contains 215493 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 195094 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 222915 members 
Mstep: Class 21 contains 70379 members 
Mstep: Class 22 contains 218350 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149499792.000000 Penalty: 52041.296875
Iteration 11F: 16 clusters Score -1.494998e+08 nChanged 81256
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 197391 members 
Mstep: Class 3 contains 10915 members 
Mstep: Class 6 contains 10682 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 9593 members 
Mstep: Class 12 contains 223060 members 
Mstep: Class 14 contains 13800 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 187664 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 207175 members 
Mstep: Class 21 contains 73778 members 
Mstep: Class 22 contains 248676 members 
Mstep: Class 23 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149516576.000000 Penalty: 52041.296875
Iteration 12F: 16 clusters Score -1.495166e+08 nChanged 72454
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 183433 members 
Mstep: Class 3 contains 9539 members 
Mstep: Class 6 contains 12974 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 10181 members 
Mstep: Class 12 contains 230841 members 
Mstep: Class 14 contains 13926 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 181864 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 197935 members 
Mstep: Class 21 contains 77158 members 
Mstep: Class 22 contains 264913 members 
Mstep: Class 23 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149526464.000000 Penalty: 52041.296875
Iteration 13F: 16 clusters Score -1.495265e+08 nChanged 61313
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 12 contains 238064 members 
Mstep: Class 14 contains 14150 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 179716 members 
Mstep: Class 19 contains 1220 members 
Mstep: Class 20 contains 195379 members 
Mstep: Class 21 contains 80734 members 
Mstep: Class 22 contains 262831 members 
Mstep: Class 23 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149539936.000000 Penalty: 52041.296875
Iteration 14F: 16 clusters Score -1.495399e+08 nChanged 52283
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 175920 members 
Mstep: Class 3 contains 6477 members 
Mstep: Class 6 contains 18621 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 12341 members 
Mstep: Class 12 contains 244268 members 
Mstep: Class 14 contains 14470 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 179562 members 
Mstep: Class 19 contains 1170 members 
Mstep: Class 20 contains 195587 members 
Mstep: Class 21 contains 84163 members 
Mstep: Class 22 contains 251471 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149558160.000000 Penalty: 52041.296875
Iteration 15Q: 16 clusters Score -1.495582e+08 nChanged 45175
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 6 contains 21467 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 12 contains 249991 members 
Mstep: Class 14 contains 14980 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 180027 members 
Mstep: Class 19 contains 1258 members 
Mstep: Class 20 contains 196510 members 
Mstep: Class 21 contains 87413 members 
Mstep: Class 22 contains 237287 members 
Mstep: Class 23 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149574608.000000 Penalty: 52041.296875
Iteration 16Q: 16 clusters Score -1.495746e+08 nChanged 39507
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 14817 members 
Mstep: Class 12 contains 255509 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 180393 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 196855 members 
Mstep: Class 21 contains 90512 members 
Mstep: Class 22 contains 223801 members 
Mstep: Class 23 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149588656.000000 Penalty: 52041.296875
Iteration 17Q: 16 clusters Score -1.495887e+08 nChanged 35701
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 176334 members 
Mstep: Class 3 contains 4355 members 
Mstep: Class 6 contains 26108 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 16101 members 
Mstep: Class 12 contains 261153 members 
Mstep: Class 14 contains 16249 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 180423 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 196701 members 
Mstep: Class 21 contains 93343 members 
Mstep: Class 22 contains 211744 members 
Mstep: Class 23 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149601520.000000 Penalty: 52041.296875
Iteration 18Q: 16 clusters Score -1.496015e+08 nChanged 33112
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 175497 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 6 contains 27938 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 12 contains 266835 members 
Mstep: Class 14 contains 16883 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 180496 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 195959 members 
Mstep: Class 21 contains 95964 members 
Mstep: Class 22 contains 201338 members 
Mstep: Class 23 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149611216.000000 Penalty: 52041.296875
Iteration 19Q: 16 clusters Score -1.496112e+08 nChanged 30475
Entering Unmasked Mstep 
Mstep: Class 0 contains 323 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 6 contains 29629 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 18454 members 
Mstep: Class 12 contains 272316 members 
Mstep: Class 14 contains 17503 members 
Mstep: Class 16 contains 2372 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 180157 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 194646 members 
Mstep: Class 21 contains 98102 members 
Mstep: Class 22 contains 193041 members 
Mstep: Class 23 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149620272.000000 Penalty: 52041.296875
Iteration 20F: 16 clusters Score -1.496203e+08 nChanged 28589
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 3 contains 4339 members 
Mstep: Class 6 contains 31151 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 19518 members 
Mstep: Class 12 contains 277515 members 
Mstep: Class 14 contains 18093 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 179297 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 192944 members 
Mstep: Class 21 contains 99536 members 
Mstep: Class 22 contains 187042 members 
Mstep: Class 23 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149628480.000000 Penalty: 52041.296875
Iteration 21Q: 16 clusters Score -1.496285e+08 nChanged 27021
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 3 contains 4337 members 
Mstep: Class 6 contains 32557 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 20519 members 
Mstep: Class 12 contains 282357 members 
Mstep: Class 14 contains 18666 members 
Mstep: Class 16 contains 2236 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 178470 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 191112 members 
Mstep: Class 21 contains 100408 members 
Mstep: Class 22 contains 182570 members 
Mstep: Class 23 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3343.979248 but Gain 3469.417969
Score: -149633520.000000 Penalty: 48571.878906
Iteration 22Q: 15 clusters Score -1.496335e+08 nChanged 27887
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 6 contains 35713 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 21486 members 
Mstep: Class 12 contains 286993 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 177766 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 189267 members 
Mstep: Class 21 contains 100696 members 
Mstep: Class 22 contains 179369 members 
Mstep: Class 23 contains 711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149643264.000000 Penalty: 48571.878906
Iteration 23Q: 15 clusters Score -1.496433e+08 nChanged 25384
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 168533 members 
Mstep: Class 3 contains 4339 members 
Mstep: Class 6 contains 37392 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 22318 members 
Mstep: Class 12 contains 290043 members 
Mstep: Class 14 contains 19704 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 177194 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 187331 members 
Mstep: Class 21 contains 100629 members 
Mstep: Class 22 contains 177203 members 
Mstep: Class 23 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149647136.000000 Penalty: 48571.878906
Iteration 24Q: 15 clusters Score -1.496471e+08 nChanged 24210
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 6 contains 38868 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 23025 members 
Mstep: Class 12 contains 292992 members 
Mstep: Class 14 contains 20182 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176692 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 185445 members 
Mstep: Class 21 contains 100218 members 
Mstep: Class 22 contains 175526 members 
Mstep: Class 23 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149649888.000000 Penalty: 48571.878906
Iteration 25Q: 15 clusters Score -1.496499e+08 nChanged 23027
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 166587 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 6 contains 40216 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 23631 members 
Mstep: Class 12 contains 295444 members 
Mstep: Class 14 contains 20626 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176279 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 183545 members 
Mstep: Class 21 contains 99673 members 
Mstep: Class 22 contains 174302 members 
Mstep: Class 23 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149651792.000000 Penalty: 48571.878906
Iteration 26Q: 15 clusters Score -1.496518e+08 nChanged 21906
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 6 contains 41489 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 24199 members 
Mstep: Class 12 contains 297345 members 
Mstep: Class 14 contains 21067 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176102 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 181698 members 
Mstep: Class 21 contains 99016 members 
Mstep: Class 22 contains 173246 members 
Mstep: Class 23 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149653440.000000 Penalty: 48571.878906
Iteration 27Q: 15 clusters Score -1.496534e+08 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 6 contains 42728 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 24724 members 
Mstep: Class 12 contains 298491 members 
Mstep: Class 14 contains 21532 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176013 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 20 contains 180116 members 
Mstep: Class 21 contains 98271 members 
Mstep: Class 22 contains 172250 members 
Mstep: Class 23 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149655200.000000 Penalty: 48571.878906
Iteration 28Q: 15 clusters Score -1.496552e+08 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 6 contains 43927 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 25232 members 
Mstep: Class 12 contains 298865 members 
Mstep: Class 14 contains 21965 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176073 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 178590 members 
Mstep: Class 21 contains 97615 members 
Mstep: Class 22 contains 171327 members 
Mstep: Class 23 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149656240.000000 Penalty: 48571.878906
Iteration 29Q: 15 clusters Score -1.496562e+08 nChanged 19234
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 167705 members 
Mstep: Class 3 contains 4351 members 
Mstep: Class 6 contains 45093 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 25723 members 
Mstep: Class 12 contains 298454 members 
Mstep: Class 14 contains 22374 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176320 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 177112 members 
Mstep: Class 21 contains 96987 members 
Mstep: Class 22 contains 170498 members 
Mstep: Class 23 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657408.000000 Penalty: 48571.878906
Iteration 30Q: 15 clusters Score -1.496574e+08 nChanged 18428
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 6 contains 46195 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 26215 members 
Mstep: Class 12 contains 297112 members 
Mstep: Class 14 contains 22755 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176614 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 175746 members 
Mstep: Class 21 contains 96418 members 
Mstep: Class 22 contains 169720 members 
Mstep: Class 23 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657712.000000 Penalty: 48571.878906
Iteration 31Q: 15 clusters Score -1.496577e+08 nChanged 17653
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 6 contains 47383 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 12 contains 294496 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 176914 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 174535 members 
Mstep: Class 21 contains 95873 members 
Mstep: Class 22 contains 169048 members 
Mstep: Class 23 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657408.000000 Penalty: 48571.878906
Iteration 32Q: 15 clusters Score -1.496574e+08 nChanged 16760
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 175537 members 
Mstep: Class 3 contains 4355 members 
Mstep: Class 6 contains 48509 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 27268 members 
Mstep: Class 12 contains 290960 members 
Mstep: Class 14 contains 23490 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 177098 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 173477 members 
Mstep: Class 21 contains 95456 members 
Mstep: Class 22 contains 168455 members 
Mstep: Class 23 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657552.000000 Penalty: 48571.878906
Iteration 33Q: 15 clusters Score -1.496576e+08 nChanged 16193
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 179735 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 6 contains 49667 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 27848 members 
Mstep: Class 12 contains 286338 members 
Mstep: Class 14 contains 23817 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 177398 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 172527 members 
Mstep: Class 21 contains 95002 members 
Mstep: Class 22 contains 167915 members 
Mstep: Class 23 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658016.000000 Penalty: 48571.878906
Iteration 34Q: 15 clusters Score -1.49658e+08 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 184773 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 6 contains 50795 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 28421 members 
Mstep: Class 12 contains 280544 members 
Mstep: Class 14 contains 24106 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 177738 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 171759 members 
Mstep: Class 21 contains 94692 members 
Mstep: Class 22 contains 167424 members 
Mstep: Class 23 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658304.000000 Penalty: 48571.878906
Iteration 35Q: 15 clusters Score -1.496583e+08 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 190680 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 6 contains 51993 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 29015 members 
Mstep: Class 12 contains 273439 members 
Mstep: Class 14 contains 24378 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 177997 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 171208 members 
Mstep: Class 21 contains 94566 members 
Mstep: Class 22 contains 166972 members 
Mstep: Class 23 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658576.000000 Penalty: 48571.878906
Iteration 36Q: 15 clusters Score -1.496586e+08 nChanged 16313
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 197009 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 6 contains 53183 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 29680 members 
Mstep: Class 12 contains 265423 members 
Mstep: Class 14 contains 24654 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 178326 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 170884 members 
Mstep: Class 21 contains 94524 members 
Mstep: Class 22 contains 166547 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658752.000000 Penalty: 48571.878906
Iteration 37Q: 15 clusters Score -1.496588e+08 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 203198 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 6 contains 54246 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 30385 members 
Mstep: Class 12 contains 257136 members 
Mstep: Class 14 contains 24928 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 178660 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 170817 members 
Mstep: Class 21 contains 94640 members 
Mstep: Class 22 contains 166212 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658576.000000 Penalty: 48571.878906
Iteration 38Q: 15 clusters Score -1.496586e+08 nChanged 16342
Entering ConstructFrom: 
Score: -149658576.000000 Penalty: 48571.878906
Entering ConstructFrom: 
Trying to split cluster 1 (208967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208967 members 
Entering Unmasked Estep 
Score: -26849042.000000 Penalty: 3037.982910
	Iteration 0F: 2 clusters Score -2.684904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -26715252.000000 Penalty: 6075.965820
	Iteration 0F: 3 clusters Score -2.671525e+07 nChanged 100796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -26774236.000000 Penalty: 6075.965820
	Iteration 1F: 3 clusters Score -2.677424e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102757 members 
Mstep: Class 2 contains 106210 members 
Entering Unmasked Estep 
Score: -26775258.000000 Penalty: 6075.965820
	Iteration 2Q: 3 clusters Score -2.677526e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -26776364.000000 Penalty: 6075.965820
	Iteration 3Q: 3 clusters Score -2.677636e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 109751 members 
Entering Unmasked Estep 
Score: -26777696.000000 Penalty: 6075.965820
	Iteration 4Q: 3 clusters Score -2.67777e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -26779714.000000 Penalty: 6075.965820
	Iteration 5Q: 3 clusters Score -2.677971e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 118012 members 
Entering Unmasked Estep 
Score: -26782678.000000 Penalty: 6075.965820
	Iteration 6Q: 3 clusters Score -2.678268e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -26787566.000000 Penalty: 6075.965820
	Iteration 7Q: 3 clusters Score -2.678757e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -26794898.000000 Penalty: 6075.965820
	Iteration 8F: 3 clusters Score -2.67949e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 144960 members 
Entering Unmasked Estep 
Score: -26804726.000000 Penalty: 6075.965820
	Iteration 9F: 3 clusters Score -2.680473e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -26814850.000000 Penalty: 6075.965820
	Iteration 10F: 3 clusters Score -2.681485e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -26823108.000000 Penalty: 6075.965820
	Iteration 11F: 3 clusters Score -2.682311e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 170553 members 
Entering Unmasked Estep 
Score: -26828452.000000 Penalty: 6075.965820
	Iteration 12Q: 3 clusters Score -2.682845e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 175714 members 
Entering Unmasked Estep 
Score: -26831976.000000 Penalty: 6075.965820
	Iteration 13Q: 3 clusters Score -2.683198e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 180368 members 
Entering Unmasked Estep 
Score: -26834634.000000 Penalty: 6075.965820
	Iteration 14Q: 3 clusters Score -2.683463e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 184966 members 
Entering Unmasked Estep 
Score: -26837014.000000 Penalty: 6075.965820
	Iteration 15Q: 3 clusters Score -2.683701e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 189447 members 
Entering Unmasked Estep 
Score: -26839008.000000 Penalty: 6075.965820
	Iteration 16Q: 3 clusters Score -2.683901e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -26840724.000000 Penalty: 6075.965820
	Iteration 17Q: 3 clusters Score -2.684072e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 197148 members 
Entering Unmasked Estep 
Score: -26842244.000000 Penalty: 6075.965820
	Iteration 18Q: 3 clusters Score -2.684224e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 200258 members 
Entering Unmasked Estep 
Score: -26843438.000000 Penalty: 6075.965820
	Iteration 19Q: 3 clusters Score -2.684344e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 202702 members 
Entering Unmasked Estep 
Score: -26844354.000000 Penalty: 6075.965820
	Iteration 20F: 3 clusters Score -2.684435e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 204550 members 
Entering Unmasked Estep 
Score: -26844954.000000 Penalty: 6075.965820
	Iteration 21Q: 3 clusters Score -2.684495e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 205907 members 
Entering Unmasked Estep 
Score: -26845476.000000 Penalty: 6075.965820
	Iteration 22Q: 3 clusters Score -2.684548e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 206750 members 
Entering Unmasked Estep 
Score: -26845726.000000 Penalty: 6075.965820
	Iteration 23Q: 3 clusters Score -2.684573e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 207289 members 
Entering Unmasked Estep 
Score: -26845936.000000 Penalty: 6075.965820
	Iteration 24Q: 3 clusters Score -2.684594e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 207650 members 
Entering Unmasked Estep 
Score: -26846092.000000 Penalty: 6075.965820
	Iteration 25Q: 3 clusters Score -2.684609e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 207861 members 
Entering Unmasked Estep 
Score: -26846212.000000 Penalty: 6075.965820
	Iteration 26Q: 3 clusters Score -2.684621e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 207998 members 
Entering Unmasked Estep 
Score: -26846272.000000 Penalty: 6075.965820
	Iteration 27Q: 3 clusters Score -2.684627e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 208083 members 
Entering Unmasked Estep 
Score: -26846288.000000 Penalty: 6075.965820
	Iteration 28Q: 3 clusters Score -2.684629e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 208147 members 
Entering Unmasked Estep 
Score: -26846326.000000 Penalty: 6075.965820
	Iteration 29Q: 3 clusters Score -2.684633e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 208201 members 
Entering Unmasked Estep 
Score: -26846326.000000 Penalty: 6075.965820
	Iteration 30Q: 3 clusters Score -2.684633e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 208239 members 
Entering Unmasked Estep 
Score: -26846374.000000 Penalty: 6075.965820
	Iteration 31Q: 3 clusters Score -2.684637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -26846364.000000 Penalty: 6075.965820
	Iteration 32Q: 3 clusters Score -2.684636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 208306 members 
Entering Unmasked Estep 
Score: -26846396.000000 Penalty: 6075.965820
	Iteration 33Q: 3 clusters Score -2.68464e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 208326 members 
Entering Unmasked Estep 
Score: -26846390.000000 Penalty: 6075.965820
	Iteration 34Q: 3 clusters Score -2.684639e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 208341 members 
Entering Unmasked Estep 
Score: -26846394.000000 Penalty: 6075.965820
	Iteration 35Q: 3 clusters Score -2.684639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 208352 members 
Entering Unmasked Estep 
Score: -26846414.000000 Penalty: 6075.965820
	Iteration 36Q: 3 clusters Score -2.684641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 208361 members 
Entering Unmasked Estep 
Score: -26846414.000000 Penalty: 6075.965820
	Iteration 37Q: 3 clusters Score -2.684641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 208373 members 
Entering Unmasked Estep 
Score: -26846404.000000 Penalty: 6075.965820
	Iteration 38Q: 3 clusters Score -2.68464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 208376 members 
Entering Unmasked Estep 
Score: -26846410.000000 Penalty: 6075.965820
	Iteration 39Q: 3 clusters Score -2.684641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 208381 members 
Entering Unmasked Estep 
Score: -26846408.000000 Penalty: 6075.965820
	Iteration 40F: 3 clusters Score -2.684641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 208382 members 
Entering Unmasked Estep 
Score: -26846414.000000 Penalty: 6075.965820
	Iteration 41Q: 3 clusters Score -2.684641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 208385 members 
Entering Unmasked Estep 
Score: -26846404.000000 Penalty: 6075.965820
	Iteration 42Q: 3 clusters Score -2.68464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 208387 members 
Entering Unmasked Estep 
Score: -26846420.000000 Penalty: 6075.965820
	Iteration 43Q: 3 clusters Score -2.684642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 208391 members 
Entering Unmasked Estep 
Score: -26846410.000000 Penalty: 6075.965820
	Iteration 44Q: 3 clusters Score -2.684641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 208394 members 
Entering Unmasked Estep 
Score: -26846400.000000 Penalty: 6075.965820
	Iteration 45Q: 3 clusters Score -2.68464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 208400 members 
Entering Unmasked Estep 
Score: -26846418.000000 Penalty: 6075.965820
	Iteration 46Q: 3 clusters Score -2.684642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 208402 members 
Entering Unmasked Estep 
Score: -26846426.000000 Penalty: 6075.965820
	Iteration 47Q: 3 clusters Score -2.684643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 208401 members 
Entering Unmasked Estep 
Score: -26846428.000000 Penalty: 6075.965820
	Iteration 48Q: 3 clusters Score -2.684643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 208400 members 
Entering Unmasked Estep 
Score: -26846424.000000 Penalty: 6075.965820
	Iteration 49Q: 3 clusters Score -2.684642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 208401 members 
Entering Unmasked Estep 
Score: -26846412.000000 Penalty: 6075.965820
	Iteration 50Q: 3 clusters Score -2.684641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 208402 members 
Entering Unmasked Estep 
Score: -26846416.000000 Penalty: 6075.965820
	Iteration 51Q: 3 clusters Score -2.684642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 208403 members 
Entering Unmasked Estep 
Score: -26846420.000000 Penalty: 6075.965820
	Iteration 52Q: 3 clusters Score -2.684642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 208403 members 
Entering Unmasked Estep 
Score: -26846420.000000 Penalty: 6075.965820
	Iteration 53F: 3 clusters Score -2.684642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Entering Unmasked Estep 
Score: -548512.562500 Penalty: 2079.884033
	Iteration 0F: 2 clusters Score -548512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -544409.500000 Penalty: 4159.768066
	Iteration 0F: 3 clusters Score -544409.5 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -545305.375000 Penalty: 4159.768066
	Iteration 1F: 3 clusters Score -545305.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -545488.562500 Penalty: 4159.768066
	Iteration 2F: 3 clusters Score -545488.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -545606.687500 Penalty: 4159.768066
	Iteration 3Q: 3 clusters Score -545606.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -545711.937500 Penalty: 4159.768066
	Iteration 4Q: 3 clusters Score -545711.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -545816.062500 Penalty: 4159.768066
	Iteration 5Q: 3 clusters Score -545816.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -545912.187500 Penalty: 4159.768066
	Iteration 6Q: 3 clusters Score -545912.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -546004.000000 Penalty: 4159.768066
	Iteration 7Q: 3 clusters Score -546004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -546107.250000 Penalty: 4159.768066
	Iteration 8Q: 3 clusters Score -546107.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -546201.000000 Penalty: 4159.768066
	Iteration 9Q: 3 clusters Score -546201 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -546332.687500 Penalty: 4159.768066
	Iteration 10Q: 3 clusters Score -546332.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -546530.562500 Penalty: 4159.768066
	Iteration 11Q: 3 clusters Score -546530.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -546836.312500 Penalty: 4159.768066
	Iteration 12Q: 3 clusters Score -546836.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -547213.812500 Penalty: 4159.768066
	Iteration 13Q: 3 clusters Score -547213.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -547680.000000 Penalty: 4159.768066
	Iteration 14F: 3 clusters Score -547680 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -547970.062500 Penalty: 4159.768066
	Iteration 15Q: 3 clusters Score -547970.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -548068.812500 Penalty: 4159.768066
	Iteration 16Q: 3 clusters Score -548068.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -548105.312500 Penalty: 4159.768066
	Iteration 17Q: 3 clusters Score -548105.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -548117.625000 Penalty: 4159.768066
	Iteration 18Q: 3 clusters Score -548117.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -548125.375000 Penalty: 4159.768066
	Iteration 19Q: 3 clusters Score -548125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -548128.500000 Penalty: 4159.768066
	Iteration 20F: 3 clusters Score -548128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -548128.875000 Penalty: 4159.768066
	Iteration 21Q: 3 clusters Score -548128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -548130.500000 Penalty: 4159.768066
	Iteration 22Q: 3 clusters Score -548130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -548130.875000 Penalty: 4159.768066
	Iteration 23Q: 3 clusters Score -548130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -548133.500000 Penalty: 4159.768066
	Iteration 24Q: 3 clusters Score -548133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -548135.312500 Penalty: 4159.768066
	Iteration 25Q: 3 clusters Score -548135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -548137.250000 Penalty: 4159.768066
	Iteration 26Q: 3 clusters Score -548137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -548139.562500 Penalty: 4159.768066
	Iteration 27Q: 3 clusters Score -548139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -548139.937500 Penalty: 4159.768066
	Iteration 28Q: 3 clusters Score -548139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -548140.375000 Penalty: 4159.768066
	Iteration 29Q: 3 clusters Score -548140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -548141.187500 Penalty: 4159.768066
	Iteration 30Q: 3 clusters Score -548141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -548141.187500 Penalty: 4159.768066
	Iteration 31F: 3 clusters Score -548141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Entering Unmasked Estep 
Score: -6831101.000000 Penalty: 2707.878174
	Iteration 0F: 2 clusters Score -6831101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6794038.000000 Penalty: 5415.756348
	Iteration 0F: 3 clusters Score -6794038 nChanged 25622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6808394.500000 Penalty: 5415.756348
	Iteration 1F: 3 clusters Score -6808394 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6809876.000000 Penalty: 5415.756348
	Iteration 2Q: 3 clusters Score -6809876 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -6812289.500000 Penalty: 5415.756348
	Iteration 3F: 3 clusters Score -6812290 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -6815148.500000 Penalty: 5415.756348
	Iteration 4F: 3 clusters Score -6815148 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -6818252.000000 Penalty: 5415.756348
	Iteration 5F: 3 clusters Score -6818252 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -6821242.500000 Penalty: 5415.756348
	Iteration 6F: 3 clusters Score -6821242 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6823564.000000 Penalty: 5415.756348
	Iteration 7F: 3 clusters Score -6823564 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -6825017.000000 Penalty: 5415.756348
	Iteration 8F: 3 clusters Score -6825017 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -6825698.000000 Penalty: 5415.756348
	Iteration 9Q: 3 clusters Score -6825698 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -6825946.500000 Penalty: 5415.756348
	Iteration 10Q: 3 clusters Score -6825946 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -6826064.500000 Penalty: 5415.756348
	Iteration 11Q: 3 clusters Score -6826064 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -6826127.000000 Penalty: 5415.756348
	Iteration 12Q: 3 clusters Score -6826127 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -6826134.000000 Penalty: 5415.756348
	Iteration 13Q: 3 clusters Score -6826134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -6826147.500000 Penalty: 5415.756348
	Iteration 14Q: 3 clusters Score -6826148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -6826137.500000 Penalty: 5415.756348
	Iteration 15Q: 3 clusters Score -6826138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -6826142.000000 Penalty: 5415.756348
	Iteration 16Q: 3 clusters Score -6826142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -6826158.000000 Penalty: 5415.756348
	Iteration 17Q: 3 clusters Score -6826158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -6826166.000000 Penalty: 5415.756348
	Iteration 18Q: 3 clusters Score -6826166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -6826188.500000 Penalty: 5415.756348
	Iteration 19Q: 3 clusters Score -6826188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -6826180.000000 Penalty: 5415.756348
	Iteration 20F: 3 clusters Score -6826180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -6826183.500000 Penalty: 5415.756348
	Iteration 21Q: 3 clusters Score -6826184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -6826208.500000 Penalty: 5415.756348
	Iteration 22Q: 3 clusters Score -6826208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -6826221.500000 Penalty: 5415.756348
	Iteration 23Q: 3 clusters Score -6826222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -6826223.500000 Penalty: 5415.756348
	Iteration 24Q: 3 clusters Score -6826224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6826221.000000 Penalty: 5415.756348
	Iteration 25Q: 3 clusters Score -6826221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -6826236.000000 Penalty: 5415.756348
	Iteration 26Q: 3 clusters Score -6826236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -6826233.000000 Penalty: 5415.756348
	Iteration 27Q: 3 clusters Score -6826233 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -6826245.000000 Penalty: 5415.756348
	Iteration 28Q: 3 clusters Score -6826245 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -6826246.000000 Penalty: 5415.756348
	Iteration 29Q: 3 clusters Score -6826246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -6826282.500000 Penalty: 5415.756348
	Iteration 30Q: 3 clusters Score -6826282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6826308.000000 Penalty: 5415.756348
	Iteration 31Q: 3 clusters Score -6826308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -6826298.500000 Penalty: 5415.756348
	Iteration 32Q: 3 clusters Score -6826298 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -6826323.500000 Penalty: 5415.756348
	Iteration 33Q: 3 clusters Score -6826324 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6826370.500000 Penalty: 5415.756348
	Iteration 34Q: 3 clusters Score -6826370 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -6826410.000000 Penalty: 5415.756348
	Iteration 35Q: 3 clusters Score -6826410 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -6826452.000000 Penalty: 5415.756348
	Iteration 36Q: 3 clusters Score -6826452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -6826486.500000 Penalty: 5415.756348
	Iteration 37Q: 3 clusters Score -6826486 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -6826509.500000 Penalty: 5415.756348
	Iteration 38Q: 3 clusters Score -6826510 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -6826573.500000 Penalty: 5415.756348
	Iteration 39Q: 3 clusters Score -6826574 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -6826682.500000 Penalty: 5415.756348
	Iteration 40F: 3 clusters Score -6826682 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -6826852.500000 Penalty: 5415.756348
	Iteration 41Q: 3 clusters Score -6826852 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -6827242.000000 Penalty: 5415.756348
	Iteration 42Q: 3 clusters Score -6827242 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -6828186.500000 Penalty: 5415.756348
	Iteration 43Q: 3 clusters Score -6828186 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6829905.500000 Penalty: 5415.756348
	Iteration 44Q: 3 clusters Score -6829906 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6831971.000000 Penalty: 5415.756348
	Iteration 45Q: 3 clusters Score -6831971 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -6832588.500000 Penalty: 5415.756348
	Iteration 46Q: 3 clusters Score -6832588 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6832746.500000 Penalty: 5415.756348
	Iteration 47Q: 3 clusters Score -6832746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6832826.500000 Penalty: 5415.756348
	Iteration 48Q: 3 clusters Score -6832826 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6832873.000000 Penalty: 5415.756348
	Iteration 49Q: 3 clusters Score -6832873 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6832929.500000 Penalty: 5415.756348
	Iteration 50Q: 3 clusters Score -6832930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6832947.000000 Penalty: 5415.756348
	Iteration 51Q: 3 clusters Score -6832947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6832965.000000 Penalty: 5415.756348
	Iteration 52Q: 3 clusters Score -6832965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6832969.500000 Penalty: 5415.756348
	Iteration 53Q: 3 clusters Score -6832970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6832968.500000 Penalty: 5415.756348
	Iteration 54Q: 3 clusters Score -6832968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6832947.500000 Penalty: 5415.756348
	Iteration 55Q: 3 clusters Score -6832948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6832955.000000 Penalty: 5415.756348
	Iteration 56Q: 3 clusters Score -6832955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6832955.500000 Penalty: 5415.756348
	Iteration 57Q: 3 clusters Score -6832956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6832965.000000 Penalty: 5415.756348
	Iteration 58Q: 3 clusters Score -6832965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6832963.500000 Penalty: 5415.756348
	Iteration 59Q: 3 clusters Score -6832964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6832963.000000 Penalty: 5415.756348
	Iteration 60F: 3 clusters Score -6832963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6832968.500000 Penalty: 5415.756348
	Iteration 61Q: 3 clusters Score -6832968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6832958.500000 Penalty: 5415.756348
	Iteration 62Q: 3 clusters Score -6832958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6832963.500000 Penalty: 5415.756348
	Iteration 63Q: 3 clusters Score -6832964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6832968.500000 Penalty: 5415.756348
	Iteration 64Q: 3 clusters Score -6832968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6832965.500000 Penalty: 5415.756348
	Iteration 65Q: 3 clusters Score -6832966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6832963.000000 Penalty: 5415.756348
	Iteration 66Q: 3 clusters Score -6832963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6832968.500000 Penalty: 5415.756348
	Iteration 67Q: 3 clusters Score -6832968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6832966.500000 Penalty: 5415.756348
	Iteration 68Q: 3 clusters Score -6832966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6832962.500000 Penalty: 5415.756348
	Iteration 69Q: 3 clusters Score -6832962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6832963.000000 Penalty: 5415.756348
	Iteration 70Q: 3 clusters Score -6832963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6832968.000000 Penalty: 5415.756348
	Iteration 71Q: 3 clusters Score -6832968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6832968.500000 Penalty: 5415.756348
	Iteration 72Q: 3 clusters Score -6832968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6832965.000000 Penalty: 5415.756348
	Iteration 73Q: 3 clusters Score -6832965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6832966.500000 Penalty: 5415.756348
	Iteration 74Q: 3 clusters Score -6832966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6832964.000000 Penalty: 5415.756348
	Iteration 75Q: 3 clusters Score -6832964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6832969.500000 Penalty: 5415.756348
	Iteration 76Q: 3 clusters Score -6832970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6832972.500000 Penalty: 5415.756348
	Iteration 77Q: 3 clusters Score -6832972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6832972.500000 Penalty: 5415.756348
	Iteration 78F: 3 clusters Score -6832972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 208967 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 6 contains 52898 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 12 contains 248871 members 
Mstep: Class 14 contains 25230 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 179106 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 170998 members 
Mstep: Class 21 contains 94841 members 
Mstep: Class 22 contains 165869 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
Score: -149657360.000000 Penalty: 52041.296875
Splitting cluster 6 changes total score from -149658576.000000 to -149657360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -131362.890625 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -131362.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129309.789062 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -129309.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130052.070312 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -130052.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -130532.898438 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -130532.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131244.656250 Penalty: 3553.317627
	Iteration 3F: 3 clusters Score -131244.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -132176.031250 Penalty: 3553.317627
	Iteration 4F: 3 clusters Score -132176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132806.906250 Penalty: 3553.317627
	Iteration 5F: 3 clusters Score -132806.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -133108.875000 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -133108.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133469.593750 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -133469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133559.000000 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -133559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133570.593750 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -133570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133579.562500 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -133579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133588.046875 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -133588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -133605.109375 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -133605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133618.375000 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -133618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -133625.218750 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -133625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133626.593750 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -133626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133626.593750 Penalty: 3553.317627
	Iteration 16F: 3 clusters Score -133626.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 208967 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 6 contains 55208 members 
Mstep: Class 9 contains 656 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 12 contains 248871 members 
Mstep: Class 14 contains 25230 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 179106 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 170998 members 
Mstep: Class 21 contains 94841 members 
Mstep: Class 22 contains 165869 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
Score: -149658016.000000 Penalty: 52041.296875
Splitting cluster 9 changes total score from -149658576.000000 to -149658016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (31125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Entering Unmasked Estep 
Score: -4053823.750000 Penalty: 2565.750244
	Iteration 0F: 2 clusters Score -4053824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4032496.750000 Penalty: 5131.500488
	Iteration 0F: 3 clusters Score -4032497 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -4040038.500000 Penalty: 5131.500488
	Iteration 1F: 3 clusters Score -4040038 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4040443.500000 Penalty: 5131.500488
	Iteration 2Q: 3 clusters Score -4040444 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4040814.750000 Penalty: 5131.500488
	Iteration 3Q: 3 clusters Score -4040815 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4041162.500000 Penalty: 5131.500488
	Iteration 4Q: 3 clusters Score -4041162 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4041559.750000 Penalty: 5131.500488
	Iteration 5Q: 3 clusters Score -4041560 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -4042029.750000 Penalty: 5131.500488
	Iteration 6Q: 3 clusters Score -4042030 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4042691.500000 Penalty: 5131.500488
	Iteration 7Q: 3 clusters Score -4042692 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4043485.500000 Penalty: 5131.500488
	Iteration 8Q: 3 clusters Score -4043486 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4044569.750000 Penalty: 5131.500488
	Iteration 9Q: 3 clusters Score -4044570 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4045774.500000 Penalty: 5131.500488
	Iteration 10F: 3 clusters Score -4045774 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4047093.250000 Penalty: 5131.500488
	Iteration 11F: 3 clusters Score -4047093 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4048275.250000 Penalty: 5131.500488
	Iteration 12Q: 3 clusters Score -4048275 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -4049268.250000 Penalty: 5131.500488
	Iteration 13Q: 3 clusters Score -4049268 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4050058.500000 Penalty: 5131.500488
	Iteration 14Q: 3 clusters Score -4050058 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4050578.500000 Penalty: 5131.500488
	Iteration 15Q: 3 clusters Score -4050578 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4050889.750000 Penalty: 5131.500488
	Iteration 16Q: 3 clusters Score -4050890 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4051099.000000 Penalty: 5131.500488
	Iteration 17Q: 3 clusters Score -4051099 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4051245.250000 Penalty: 5131.500488
	Iteration 18Q: 3 clusters Score -4051245 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4051337.000000 Penalty: 5131.500488
	Iteration 19Q: 3 clusters Score -4051337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4051403.250000 Penalty: 5131.500488
	Iteration 20F: 3 clusters Score -4051403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4051437.750000 Penalty: 5131.500488
	Iteration 21Q: 3 clusters Score -4051438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4051466.000000 Penalty: 5131.500488
	Iteration 22Q: 3 clusters Score -4051466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4051491.750000 Penalty: 5131.500488
	Iteration 23Q: 3 clusters Score -4051492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4051512.500000 Penalty: 5131.500488
	Iteration 24Q: 3 clusters Score -4051512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -4051522.000000 Penalty: 5131.500488
	Iteration 25Q: 3 clusters Score -4051522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -4051533.250000 Penalty: 5131.500488
	Iteration 26Q: 3 clusters Score -4051533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4051536.750000 Penalty: 5131.500488
	Iteration 27Q: 3 clusters Score -4051537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4051546.250000 Penalty: 5131.500488
	Iteration 28Q: 3 clusters Score -4051546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4051551.750000 Penalty: 5131.500488
	Iteration 29Q: 3 clusters Score -4051552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4051555.500000 Penalty: 5131.500488
	Iteration 30Q: 3 clusters Score -4051556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -4051557.250000 Penalty: 5131.500488
	Iteration 31Q: 3 clusters Score -4051557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4051562.750000 Penalty: 5131.500488
	Iteration 32Q: 3 clusters Score -4051563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4051568.000000 Penalty: 5131.500488
	Iteration 33Q: 3 clusters Score -4051568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4051569.250000 Penalty: 5131.500488
	Iteration 34Q: 3 clusters Score -4051569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4051573.500000 Penalty: 5131.500488
	Iteration 35Q: 3 clusters Score -4051574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4051585.500000 Penalty: 5131.500488
	Iteration 36Q: 3 clusters Score -4051586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4051585.750000 Penalty: 5131.500488
	Iteration 37Q: 3 clusters Score -4051586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4051588.000000 Penalty: 5131.500488
	Iteration 38Q: 3 clusters Score -4051588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4051588.000000 Penalty: 5131.500488
	Iteration 39F: 3 clusters Score -4051588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (248871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248871 members 
Entering Unmasked Estep 
Score: -31665066.000000 Penalty: 3081.323242
	Iteration 0F: 2 clusters Score -3.166507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -31506570.000000 Penalty: 6162.646484
	Iteration 0F: 3 clusters Score -3.150657e+07 nChanged 120318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -31577570.000000 Penalty: 6162.646484
	Iteration 1F: 3 clusters Score -3.157757e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130972 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -31578794.000000 Penalty: 6162.646484
	Iteration 2Q: 3 clusters Score -3.157879e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -31580618.000000 Penalty: 6162.646484
	Iteration 3Q: 3 clusters Score -3.158062e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -31583798.000000 Penalty: 6162.646484
	Iteration 4Q: 3 clusters Score -3.15838e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -31588932.000000 Penalty: 6162.646484
	Iteration 5Q: 3 clusters Score -3.158893e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159935 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -31597978.000000 Penalty: 6162.646484
	Iteration 6F: 3 clusters Score -3.159798e+07 nChanged 16042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -31610864.000000 Penalty: 6162.646484
	Iteration 7F: 3 clusters Score -3.161086e+07 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -31624554.000000 Penalty: 6162.646484
	Iteration 8F: 3 clusters Score -3.162455e+07 nChanged 14818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202046 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -31635818.000000 Penalty: 6162.646484
	Iteration 9F: 3 clusters Score -3.163582e+07 nChanged 11467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212119 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -31643136.000000 Penalty: 6162.646484
	Iteration 10Q: 3 clusters Score -3.164314e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219971 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -31647598.000000 Penalty: 6162.646484
	Iteration 11Q: 3 clusters Score -3.16476e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226370 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -31651328.000000 Penalty: 6162.646484
	Iteration 12Q: 3 clusters Score -3.165133e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231571 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -31653946.000000 Penalty: 6162.646484
	Iteration 13Q: 3 clusters Score -3.165395e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235762 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -31656012.000000 Penalty: 6162.646484
	Iteration 14Q: 3 clusters Score -3.165601e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239074 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -31657820.000000 Penalty: 6162.646484
	Iteration 15Q: 3 clusters Score -3.165782e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241581 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -31659174.000000 Penalty: 6162.646484
	Iteration 16Q: 3 clusters Score -3.165917e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243418 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -31660192.000000 Penalty: 6162.646484
	Iteration 17Q: 3 clusters Score -3.166019e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244701 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -31660846.000000 Penalty: 6162.646484
	Iteration 18Q: 3 clusters Score -3.166085e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245633 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -31661286.000000 Penalty: 6162.646484
	Iteration 19Q: 3 clusters Score -3.166129e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246298 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -31661552.000000 Penalty: 6162.646484
	Iteration 20F: 3 clusters Score -3.166155e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246715 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -31661836.000000 Penalty: 6162.646484
	Iteration 21Q: 3 clusters Score -3.166184e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -31661992.000000 Penalty: 6162.646484
	Iteration 22Q: 3 clusters Score -3.166199e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247197 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -31662020.000000 Penalty: 6162.646484
	Iteration 23Q: 3 clusters Score -3.166202e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247332 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -31662116.000000 Penalty: 6162.646484
	Iteration 24Q: 3 clusters Score -3.166212e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247442 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -31662158.000000 Penalty: 6162.646484
	Iteration 25Q: 3 clusters Score -3.166216e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247525 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -31662214.000000 Penalty: 6162.646484
	Iteration 26Q: 3 clusters Score -3.166221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247604 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -31662282.000000 Penalty: 6162.646484
	Iteration 27Q: 3 clusters Score -3.166228e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247672 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -31662332.000000 Penalty: 6162.646484
	Iteration 28Q: 3 clusters Score -3.166233e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247726 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -31662356.000000 Penalty: 6162.646484
	Iteration 29Q: 3 clusters Score -3.166236e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247775 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -31662398.000000 Penalty: 6162.646484
	Iteration 30Q: 3 clusters Score -3.16624e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247813 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -31662446.000000 Penalty: 6162.646484
	Iteration 31Q: 3 clusters Score -3.166245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247843 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -31662468.000000 Penalty: 6162.646484
	Iteration 32Q: 3 clusters Score -3.166247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247871 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -31662478.000000 Penalty: 6162.646484
	Iteration 33Q: 3 clusters Score -3.166248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247897 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -31662504.000000 Penalty: 6162.646484
	Iteration 34Q: 3 clusters Score -3.16625e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247917 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -31662524.000000 Penalty: 6162.646484
	Iteration 35Q: 3 clusters Score -3.166252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247932 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -31662528.000000 Penalty: 6162.646484
	Iteration 36Q: 3 clusters Score -3.166253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247938 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -31662536.000000 Penalty: 6162.646484
	Iteration 37Q: 3 clusters Score -3.166254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247942 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -31662560.000000 Penalty: 6162.646484
	Iteration 38Q: 3 clusters Score -3.166256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247946 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -31662544.000000 Penalty: 6162.646484
	Iteration 39Q: 3 clusters Score -3.166254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247950 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -31662550.000000 Penalty: 6162.646484
	Iteration 40F: 3 clusters Score -3.166255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247951 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -31662542.000000 Penalty: 6162.646484
	Iteration 41Q: 3 clusters Score -3.166254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247952 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -31662552.000000 Penalty: 6162.646484
	Iteration 42Q: 3 clusters Score -3.166255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247959 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -31662556.000000 Penalty: 6162.646484
	Iteration 43Q: 3 clusters Score -3.166256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247963 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -31662546.000000 Penalty: 6162.646484
	Iteration 44Q: 3 clusters Score -3.166255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247964 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -31662554.000000 Penalty: 6162.646484
	Iteration 45Q: 3 clusters Score -3.166255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247970 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -31662546.000000 Penalty: 6162.646484
	Iteration 46Q: 3 clusters Score -3.166255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247976 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -31662554.000000 Penalty: 6162.646484
	Iteration 47Q: 3 clusters Score -3.166255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31662554.000000 Penalty: 6162.646484
	Iteration 48Q: 3 clusters Score -3.166255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31662560.000000 Penalty: 6162.646484
	Iteration 49Q: 3 clusters Score -3.166256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -31662560.000000 Penalty: 6162.646484
	Iteration 50Q: 3 clusters Score -3.166256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247972 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -31662560.000000 Penalty: 6162.646484
	Iteration 51Q: 3 clusters Score -3.166256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31662556.000000 Penalty: 6162.646484
	Iteration 52Q: 3 clusters Score -3.166256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247975 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -31662556.000000 Penalty: 6162.646484
	Iteration 53Q: 3 clusters Score -3.166256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247976 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -31662564.000000 Penalty: 6162.646484
	Iteration 54Q: 3 clusters Score -3.166256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31662568.000000 Penalty: 6162.646484
	Iteration 55Q: 3 clusters Score -3.166257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31662574.000000 Penalty: 6162.646484
	Iteration 56Q: 3 clusters Score -3.166257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -31662574.000000 Penalty: 6162.646484
	Iteration 57F: 3 clusters Score -3.166257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Entering Unmasked Estep 
Score: -3261967.750000 Penalty: 2513.675537
	Iteration 0F: 2 clusters Score -3261968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3244477.250000 Penalty: 5027.351074
	Iteration 0F: 3 clusters Score -3244477 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3250508.250000 Penalty: 5027.351074
	Iteration 1F: 3 clusters Score -3250508 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3250902.750000 Penalty: 5027.351074
	Iteration 2Q: 3 clusters Score -3250903 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3251324.000000 Penalty: 5027.351074
	Iteration 3Q: 3 clusters Score -3251324 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3251693.000000 Penalty: 5027.351074
	Iteration 4Q: 3 clusters Score -3251693 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3252126.000000 Penalty: 5027.351074
	Iteration 5Q: 3 clusters Score -3252126 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3252648.750000 Penalty: 5027.351074
	Iteration 6Q: 3 clusters Score -3252649 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3253315.000000 Penalty: 5027.351074
	Iteration 7Q: 3 clusters Score -3253315 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3254157.000000 Penalty: 5027.351074
	Iteration 8Q: 3 clusters Score -3254157 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3255151.750000 Penalty: 5027.351074
	Iteration 9F: 3 clusters Score -3255152 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3256063.500000 Penalty: 5027.351074
	Iteration 10F: 3 clusters Score -3256064 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3256696.250000 Penalty: 5027.351074
	Iteration 11Q: 3 clusters Score -3256696 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3257010.000000 Penalty: 5027.351074
	Iteration 12Q: 3 clusters Score -3257010 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3257197.500000 Penalty: 5027.351074
	Iteration 13Q: 3 clusters Score -3257198 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3257323.250000 Penalty: 5027.351074
	Iteration 14Q: 3 clusters Score -3257323 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3257439.750000 Penalty: 5027.351074
	Iteration 15Q: 3 clusters Score -3257440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3257547.250000 Penalty: 5027.351074
	Iteration 16Q: 3 clusters Score -3257547 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3257645.250000 Penalty: 5027.351074
	Iteration 17Q: 3 clusters Score -3257645 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3257720.000000 Penalty: 5027.351074
	Iteration 18Q: 3 clusters Score -3257720 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3257794.500000 Penalty: 5027.351074
	Iteration 19Q: 3 clusters Score -3257794 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3257862.000000 Penalty: 5027.351074
	Iteration 20F: 3 clusters Score -3257862 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3257931.250000 Penalty: 5027.351074
	Iteration 21Q: 3 clusters Score -3257931 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3257948.750000 Penalty: 5027.351074
	Iteration 22Q: 3 clusters Score -3257949 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3257997.250000 Penalty: 5027.351074
	Iteration 23Q: 3 clusters Score -3257997 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3258040.000000 Penalty: 5027.351074
	Iteration 24Q: 3 clusters Score -3258040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3258081.500000 Penalty: 5027.351074
	Iteration 25Q: 3 clusters Score -3258082 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3258139.500000 Penalty: 5027.351074
	Iteration 26Q: 3 clusters Score -3258140 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3258194.750000 Penalty: 5027.351074
	Iteration 27Q: 3 clusters Score -3258195 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3258250.750000 Penalty: 5027.351074
	Iteration 28Q: 3 clusters Score -3258251 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3258306.750000 Penalty: 5027.351074
	Iteration 29Q: 3 clusters Score -3258307 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3258349.500000 Penalty: 5027.351074
	Iteration 30Q: 3 clusters Score -3258350 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3258408.250000 Penalty: 5027.351074
	Iteration 31Q: 3 clusters Score -3258408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3258446.750000 Penalty: 5027.351074
	Iteration 32Q: 3 clusters Score -3258447 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3258475.500000 Penalty: 5027.351074
	Iteration 33Q: 3 clusters Score -3258476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3258528.500000 Penalty: 5027.351074
	Iteration 34Q: 3 clusters Score -3258528 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3258551.500000 Penalty: 5027.351074
	Iteration 35Q: 3 clusters Score -3258552 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3258584.000000 Penalty: 5027.351074
	Iteration 36Q: 3 clusters Score -3258584 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3258607.750000 Penalty: 5027.351074
	Iteration 37Q: 3 clusters Score -3258608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3258627.500000 Penalty: 5027.351074
	Iteration 38Q: 3 clusters Score -3258628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3258640.750000 Penalty: 5027.351074
	Iteration 39Q: 3 clusters Score -3258641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3258656.500000 Penalty: 5027.351074
	Iteration 40F: 3 clusters Score -3258656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3258671.500000 Penalty: 5027.351074
	Iteration 41Q: 3 clusters Score -3258672 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3258693.000000 Penalty: 5027.351074
	Iteration 42Q: 3 clusters Score -3258693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3258695.500000 Penalty: 5027.351074
	Iteration 43Q: 3 clusters Score -3258696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3258704.000000 Penalty: 5027.351074
	Iteration 44Q: 3 clusters Score -3258704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3258727.250000 Penalty: 5027.351074
	Iteration 45Q: 3 clusters Score -3258727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3258736.750000 Penalty: 5027.351074
	Iteration 46Q: 3 clusters Score -3258737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3258743.000000 Penalty: 5027.351074
	Iteration 47Q: 3 clusters Score -3258743 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3258762.750000 Penalty: 5027.351074
	Iteration 48Q: 3 clusters Score -3258763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3258761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3258785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3258805.500000 Penalty: 5027.351074
	Iteration 51Q: 3 clusters Score -3258806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3258804.500000 Penalty: 5027.351074
	Iteration 52Q: 3 clusters Score -3258804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3258820.250000 Penalty: 5027.351074
	Iteration 53Q: 3 clusters Score -3258820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3258823.500000 Penalty: 5027.351074
	Iteration 54Q: 3 clusters Score -3258824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3258841.500000 Penalty: 5027.351074
	Iteration 55Q: 3 clusters Score -3258842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3258861 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3258870.500000 Penalty: 5027.351074
	Iteration 57Q: 3 clusters Score -3258870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3258896 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3258926.500000 Penalty: 5027.351074
	Iteration 59Q: 3 clusters Score -3258926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3258963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3258990.250000 Penalty: 5027.351074
	Iteration 61Q: 3 clusters Score -3258990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3259005.000000 Penalty: 5027.351074
	Iteration 62Q: 3 clusters Score -3259005 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3259034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3259058.250000 Penalty: 5027.351074
	Iteration 64Q: 3 clusters Score -3259058 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3259076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3259107.500000 Penalty: 5027.351074
	Iteration 66Q: 3 clusters Score -3259108 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3259130.250000 Penalty: 5027.351074
	Iteration 67Q: 3 clusters Score -3259130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3259161.000000 Penalty: 5027.351074
	Iteration 68Q: 3 clusters Score -3259161 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3259195.250000 Penalty: 5027.351074
	Iteration 69Q: 3 clusters Score -3259195 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3259229.500000 Penalty: 5027.351074
	Iteration 70Q: 3 clusters Score -3259230 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3259267.500000 Penalty: 5027.351074
	Iteration 71Q: 3 clusters Score -3259268 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3259282.500000 Penalty: 5027.351074
	Iteration 72Q: 3 clusters Score -3259282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3259310 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3259372.750000 Penalty: 5027.351074
	Iteration 74Q: 3 clusters Score -3259373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3259407.000000 Penalty: 5027.351074
	Iteration 75Q: 3 clusters Score -3259407 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3259429.250000 Penalty: 5027.351074
	Iteration 76Q: 3 clusters Score -3259429 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3259468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3259492.250000 Penalty: 5027.351074
	Iteration 78Q: 3 clusters Score -3259492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3259527.500000 Penalty: 5027.351074
	Iteration 79Q: 3 clusters Score -3259528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3259556.000000 Penalty: 5027.351074
	Iteration 80F: 3 clusters Score -3259556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3259590.000000 Penalty: 5027.351074
	Iteration 81Q: 3 clusters Score -3259590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3259603.500000 Penalty: 5027.351074
	Iteration 82Q: 3 clusters Score -3259604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3259638.500000 Penalty: 5027.351074
	Iteration 83Q: 3 clusters Score -3259638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3259668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3259693.750000 Penalty: 5027.351074
	Iteration 85Q: 3 clusters Score -3259694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3259725.250000 Penalty: 5027.351074
	Iteration 86Q: 3 clusters Score -3259725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3259754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3259791.250000 Penalty: 5027.351074
	Iteration 88Q: 3 clusters Score -3259791 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3259820.000000 Penalty: 5027.351074
	Iteration 89Q: 3 clusters Score -3259820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3259843.250000 Penalty: 5027.351074
	Iteration 90Q: 3 clusters Score -3259843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3259852.750000 Penalty: 5027.351074
	Iteration 91Q: 3 clusters Score -3259853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3259870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3259890.750000 Penalty: 5027.351074
	Iteration 93Q: 3 clusters Score -3259891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3259911.750000 Penalty: 5027.351074
	Iteration 94Q: 3 clusters Score -3259912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3259923.000000 Penalty: 5027.351074
	Iteration 95Q: 3 clusters Score -3259923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3259935.750000 Penalty: 5027.351074
	Iteration 96Q: 3 clusters Score -3259936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3259955.000000 Penalty: 5027.351074
	Iteration 97Q: 3 clusters Score -3259955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3259992.750000 Penalty: 5027.351074
	Iteration 98Q: 3 clusters Score -3259993 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3260023.250000 Penalty: 5027.351074
	Iteration 99Q: 3 clusters Score -3260023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3260036.000000 Penalty: 5027.351074
	Iteration 100F: 3 clusters Score -3260036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3260055.250000 Penalty: 5027.351074
	Iteration 101Q: 3 clusters Score -3260055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3260059.750000 Penalty: 5027.351074
	Iteration 102Q: 3 clusters Score -3260060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3260071.250000 Penalty: 5027.351074
	Iteration 103Q: 3 clusters Score -3260071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3260085.000000 Penalty: 5027.351074
	Iteration 104Q: 3 clusters Score -3260085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3260095.000000 Penalty: 5027.351074
	Iteration 105Q: 3 clusters Score -3260095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3260102.250000 Penalty: 5027.351074
	Iteration 106Q: 3 clusters Score -3260102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3260103.750000 Penalty: 5027.351074
	Iteration 107Q: 3 clusters Score -3260104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3260105.250000 Penalty: 5027.351074
	Iteration 108Q: 3 clusters Score -3260105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3260112.500000 Penalty: 5027.351074
	Iteration 109Q: 3 clusters Score -3260112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3260112.000000 Penalty: 5027.351074
	Iteration 110Q: 3 clusters Score -3260112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3260116.250000 Penalty: 5027.351074
	Iteration 111Q: 3 clusters Score -3260116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3260117.500000 Penalty: 5027.351074
	Iteration 112Q: 3 clusters Score -3260118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3260118.750000 Penalty: 5027.351074
	Iteration 113Q: 3 clusters Score -3260119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3260126.250000 Penalty: 5027.351074
	Iteration 114Q: 3 clusters Score -3260126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3260125.750000 Penalty: 5027.351074
	Iteration 115Q: 3 clusters Score -3260126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3260127.250000 Penalty: 5027.351074
	Iteration 116Q: 3 clusters Score -3260127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3260130.750000 Penalty: 5027.351074
	Iteration 117Q: 3 clusters Score -3260131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3260131.500000 Penalty: 5027.351074
	Iteration 118Q: 3 clusters Score -3260132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3260131.500000 Penalty: 5027.351074
	Iteration 119Q: 3 clusters Score -3260132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3260138.750000 Penalty: 5027.351074
	Iteration 120F: 3 clusters Score -3260139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3260135.000000 Penalty: 5027.351074
	Iteration 121Q: 3 clusters Score -3260135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3260138.250000 Penalty: 5027.351074
	Iteration 122Q: 3 clusters Score -3260138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3260138.750000 Penalty: 5027.351074
	Iteration 123Q: 3 clusters Score -3260139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3260137.000000 Penalty: 5027.351074
	Iteration 124Q: 3 clusters Score -3260137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3260138.250000 Penalty: 5027.351074
	Iteration 125Q: 3 clusters Score -3260138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3260135.750000 Penalty: 5027.351074
	Iteration 126Q: 3 clusters Score -3260136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3260135.500000 Penalty: 5027.351074
	Iteration 127Q: 3 clusters Score -3260136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3260135.000000 Penalty: 5027.351074
	Iteration 128Q: 3 clusters Score -3260135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3260139.750000 Penalty: 5027.351074
	Iteration 129Q: 3 clusters Score -3260140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3260145.000000 Penalty: 5027.351074
	Iteration 130Q: 3 clusters Score -3260145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3260141.750000 Penalty: 5027.351074
	Iteration 131Q: 3 clusters Score -3260142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3260141.500000 Penalty: 5027.351074
	Iteration 132Q: 3 clusters Score -3260142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3260142.500000 Penalty: 5027.351074
	Iteration 133Q: 3 clusters Score -3260142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3260141.250000 Penalty: 5027.351074
	Iteration 134Q: 3 clusters Score -3260141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3260143.750000 Penalty: 5027.351074
	Iteration 135Q: 3 clusters Score -3260144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3260144.500000 Penalty: 5027.351074
	Iteration 136Q: 3 clusters Score -3260144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3260145.250000 Penalty: 5027.351074
	Iteration 137Q: 3 clusters Score -3260145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3260146.750000 Penalty: 5027.351074
	Iteration 138Q: 3 clusters Score -3260147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3260147.500000 Penalty: 5027.351074
	Iteration 139Q: 3 clusters Score -3260148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3260147.500000 Penalty: 5027.351074
	Iteration 140F: 3 clusters Score -3260148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -132189.625000 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -132189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -130170.585938 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -130170.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131345.781250 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -131345.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -132484.109375 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -132484.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133744.484375 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -133744.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -134437.625000 Penalty: 3559.801270
	Iteration 4Q: 3 clusters Score -134437.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134541.953125 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -134542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134707.437500 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -134707.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135025.750000 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -135025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -135166.109375 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -135166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135207.703125 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -135207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -135207.703125 Penalty: 3559.801270
	Iteration 10F: 3 clusters Score -135207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 208967 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 6 contains 55208 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 12 contains 248871 members 
Mstep: Class 14 contains 25230 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 179106 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 170998 members 
Mstep: Class 21 contains 94841 members 
Mstep: Class 22 contains 165869 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
Score: -149658672.000000 Penalty: 52041.296875
Splitting cluster 17 changes total score from -149658576.000000 to -149658672.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 18 (179106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179106 members 
Entering Unmasked Estep 
Score: -22981560.000000 Penalty: 2999.741699
	Iteration 0F: 2 clusters Score -2.298156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -22863342.000000 Penalty: 5999.483398
	Iteration 0F: 3 clusters Score -2.286334e+07 nChanged 86039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -22913324.000000 Penalty: 5999.483398
	Iteration 1F: 3 clusters Score -2.291332e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -22914262.000000 Penalty: 5999.483398
	Iteration 2Q: 3 clusters Score -2.291426e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -22915054.000000 Penalty: 5999.483398
	Iteration 3Q: 3 clusters Score -2.291505e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -22916122.000000 Penalty: 5999.483398
	Iteration 4Q: 3 clusters Score -2.291612e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -22917330.000000 Penalty: 5999.483398
	Iteration 5Q: 3 clusters Score -2.291733e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 92224 members 
Entering Unmasked Estep 
Score: -22918732.000000 Penalty: 5999.483398
	Iteration 6Q: 3 clusters Score -2.291873e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -22920350.000000 Penalty: 5999.483398
	Iteration 7Q: 3 clusters Score -2.292035e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -22922248.000000 Penalty: 5999.483398
	Iteration 8Q: 3 clusters Score -2.292225e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -22924396.000000 Penalty: 5999.483398
	Iteration 9Q: 3 clusters Score -2.29244e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -22927230.000000 Penalty: 5999.483398
	Iteration 10Q: 3 clusters Score -2.292723e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -22930186.000000 Penalty: 5999.483398
	Iteration 11Q: 3 clusters Score -2.293019e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 115687 members 
Entering Unmasked Estep 
Score: -22933878.000000 Penalty: 5999.483398
	Iteration 12Q: 3 clusters Score -2.293388e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 123964 members 
Entering Unmasked Estep 
Score: -22938812.000000 Penalty: 5999.483398
	Iteration 13Q: 3 clusters Score -2.293881e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -22944502.000000 Penalty: 5999.483398
	Iteration 14F: 3 clusters Score -2.29445e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -22951556.000000 Penalty: 5999.483398
	Iteration 15F: 3 clusters Score -2.295156e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 152531 members 
Entering Unmasked Estep 
Score: -22958956.000000 Penalty: 5999.483398
	Iteration 16F: 3 clusters Score -2.295896e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -22965918.000000 Penalty: 5999.483398
	Iteration 17Q: 3 clusters Score -2.296592e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 168173 members 
Entering Unmasked Estep 
Score: -22971670.000000 Penalty: 5999.483398
	Iteration 18Q: 3 clusters Score -2.297167e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 172944 members 
Entering Unmasked Estep 
Score: -22975196.000000 Penalty: 5999.483398
	Iteration 19Q: 3 clusters Score -2.29752e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 175697 members 
Entering Unmasked Estep 
Score: -22977108.000000 Penalty: 5999.483398
	Iteration 20F: 3 clusters Score -2.297711e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -22978102.000000 Penalty: 5999.483398
	Iteration 21Q: 3 clusters Score -2.29781e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 177734 members 
Entering Unmasked Estep 
Score: -22978558.000000 Penalty: 5999.483398
	Iteration 22Q: 3 clusters Score -2.297856e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 178020 members 
Entering Unmasked Estep 
Score: -22978756.000000 Penalty: 5999.483398
	Iteration 23Q: 3 clusters Score -2.297876e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 178178 members 
Entering Unmasked Estep 
Score: -22978852.000000 Penalty: 5999.483398
	Iteration 24Q: 3 clusters Score -2.297885e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -22978894.000000 Penalty: 5999.483398
	Iteration 25Q: 3 clusters Score -2.297889e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -22978918.000000 Penalty: 5999.483398
	Iteration 26Q: 3 clusters Score -2.297892e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 178352 members 
Entering Unmasked Estep 
Score: -22978994.000000 Penalty: 5999.483398
	Iteration 27Q: 3 clusters Score -2.297899e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 178376 members 
Entering Unmasked Estep 
Score: -22979008.000000 Penalty: 5999.483398
	Iteration 28Q: 3 clusters Score -2.297901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 178400 members 
Entering Unmasked Estep 
Score: -22979024.000000 Penalty: 5999.483398
	Iteration 29Q: 3 clusters Score -2.297902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -22979034.000000 Penalty: 5999.483398
	Iteration 30Q: 3 clusters Score -2.297903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 178423 members 
Entering Unmasked Estep 
Score: -22979020.000000 Penalty: 5999.483398
	Iteration 31Q: 3 clusters Score -2.297902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -22979042.000000 Penalty: 5999.483398
	Iteration 32Q: 3 clusters Score -2.297904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 178449 members 
Entering Unmasked Estep 
Score: -22979044.000000 Penalty: 5999.483398
	Iteration 33Q: 3 clusters Score -2.297904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 178456 members 
Entering Unmasked Estep 
Score: -22979040.000000 Penalty: 5999.483398
	Iteration 34Q: 3 clusters Score -2.297904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 178464 members 
Entering Unmasked Estep 
Score: -22979046.000000 Penalty: 5999.483398
	Iteration 35Q: 3 clusters Score -2.297905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 178470 members 
Entering Unmasked Estep 
Score: -22979048.000000 Penalty: 5999.483398
	Iteration 36Q: 3 clusters Score -2.297905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 178473 members 
Entering Unmasked Estep 
Score: -22979046.000000 Penalty: 5999.483398
	Iteration 37Q: 3 clusters Score -2.297905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 178475 members 
Entering Unmasked Estep 
Score: -22979052.000000 Penalty: 5999.483398
	Iteration 38Q: 3 clusters Score -2.297905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 178479 members 
Entering Unmasked Estep 
Score: -22979048.000000 Penalty: 5999.483398
	Iteration 39Q: 3 clusters Score -2.297905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -22979052.000000 Penalty: 5999.483398
	Iteration 40F: 3 clusters Score -2.297905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 178482 members 
Entering Unmasked Estep 
Score: -22979048.000000 Penalty: 5999.483398
	Iteration 41Q: 3 clusters Score -2.297905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -22979064.000000 Penalty: 5999.483398
	Iteration 42Q: 3 clusters Score -2.297906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 178489 members 
Entering Unmasked Estep 
Score: -22979064.000000 Penalty: 5999.483398
	Iteration 43Q: 3 clusters Score -2.297906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 178488 members 
Entering Unmasked Estep 
Score: -22979066.000000 Penalty: 5999.483398
	Iteration 44Q: 3 clusters Score -2.297907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 178488 members 
Entering Unmasked Estep 
Score: -22979066.000000 Penalty: 5999.483398
	Iteration 45F: 3 clusters Score -2.297907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -229045.671875 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -229045.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226477.109375 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -226477.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226945.984375 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -226946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227068.953125 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -227069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227137.609375 Penalty: 3750.832031
	Iteration 3Q: 3 clusters Score -227137.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -227177.921875 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -227177.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -227201.343750 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -227201.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -227218.406250 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -227218.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -227228.312500 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -227228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227235.281250 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -227235.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227238.937500 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -227238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227243.156250 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -227243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -227246.265625 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -227246.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227246.640625 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -227246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227246.640625 Penalty: 3750.832031
	Iteration 13F: 3 clusters Score -227246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (170998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Entering Unmasked Estep 
Score: -21859558.000000 Penalty: 2988.252930
	Iteration 0F: 2 clusters Score -2.185956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -21746404.000000 Penalty: 5976.505859
	Iteration 0F: 3 clusters Score -2.17464e+07 nChanged 81850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -21794272.000000 Penalty: 5976.505859
	Iteration 1F: 3 clusters Score -2.179427e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -21795646.000000 Penalty: 5976.505859
	Iteration 2Q: 3 clusters Score -2.179565e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -21797878.000000 Penalty: 5976.505859
	Iteration 3Q: 3 clusters Score -2.179788e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 98883 members 
Entering Unmasked Estep 
Score: -21801338.000000 Penalty: 5976.505859
	Iteration 4Q: 3 clusters Score -2.180134e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -21806348.000000 Penalty: 5976.505859
	Iteration 5F: 3 clusters Score -2.180635e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 112493 members 
Entering Unmasked Estep 
Score: -21813808.000000 Penalty: 5976.505859
	Iteration 6F: 3 clusters Score -2.181381e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -21822394.000000 Penalty: 5976.505859
	Iteration 7F: 3 clusters Score -2.182239e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 128694 members 
Entering Unmasked Estep 
Score: -21830904.000000 Penalty: 5976.505859
	Iteration 8F: 3 clusters Score -2.18309e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -21837410.000000 Penalty: 5976.505859
	Iteration 9F: 3 clusters Score -2.183741e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 139768 members 
Entering Unmasked Estep 
Score: -21841798.000000 Penalty: 5976.505859
	Iteration 10Q: 3 clusters Score -2.18418e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 143442 members 
Entering Unmasked Estep 
Score: -21844664.000000 Penalty: 5976.505859
	Iteration 11Q: 3 clusters Score -2.184466e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -21846576.000000 Penalty: 5976.505859
	Iteration 12Q: 3 clusters Score -2.184658e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -21848056.000000 Penalty: 5976.505859
	Iteration 13Q: 3 clusters Score -2.184806e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 151435 members 
Entering Unmasked Estep 
Score: -21849166.000000 Penalty: 5976.505859
	Iteration 14Q: 3 clusters Score -2.184917e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -21849934.000000 Penalty: 5976.505859
	Iteration 15Q: 3 clusters Score -2.184993e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -21850820.000000 Penalty: 5976.505859
	Iteration 16Q: 3 clusters Score -2.185082e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 157324 members 
Entering Unmasked Estep 
Score: -21851578.000000 Penalty: 5976.505859
	Iteration 17Q: 3 clusters Score -2.185158e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 159007 members 
Entering Unmasked Estep 
Score: -21852316.000000 Penalty: 5976.505859
	Iteration 18Q: 3 clusters Score -2.185232e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 160525 members 
Entering Unmasked Estep 
Score: -21852954.000000 Penalty: 5976.505859
	Iteration 19Q: 3 clusters Score -2.185295e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -21853642.000000 Penalty: 5976.505859
	Iteration 20F: 3 clusters Score -2.185364e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -21854062.000000 Penalty: 5976.505859
	Iteration 21Q: 3 clusters Score -2.185406e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -21854448.000000 Penalty: 5976.505859
	Iteration 22Q: 3 clusters Score -2.185445e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 164930 members 
Entering Unmasked Estep 
Score: -21854828.000000 Penalty: 5976.505859
	Iteration 23Q: 3 clusters Score -2.185483e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 165666 members 
Entering Unmasked Estep 
Score: -21855132.000000 Penalty: 5976.505859
	Iteration 24Q: 3 clusters Score -2.185513e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -21855430.000000 Penalty: 5976.505859
	Iteration 25Q: 3 clusters Score -2.185543e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -21855528.000000 Penalty: 5976.505859
	Iteration 26Q: 3 clusters Score -2.185553e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 167337 members 
Entering Unmasked Estep 
Score: -21855766.000000 Penalty: 5976.505859
	Iteration 27Q: 3 clusters Score -2.185577e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 167682 members 
Entering Unmasked Estep 
Score: -21855940.000000 Penalty: 5976.505859
	Iteration 28Q: 3 clusters Score -2.185594e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 167989 members 
Entering Unmasked Estep 
Score: -21856102.000000 Penalty: 5976.505859
	Iteration 29Q: 3 clusters Score -2.18561e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 168255 members 
Entering Unmasked Estep 
Score: -21856182.000000 Penalty: 5976.505859
	Iteration 30Q: 3 clusters Score -2.185618e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 168476 members 
Entering Unmasked Estep 
Score: -21856224.000000 Penalty: 5976.505859
	Iteration 31Q: 3 clusters Score -2.185622e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 168684 members 
Entering Unmasked Estep 
Score: -21856338.000000 Penalty: 5976.505859
	Iteration 32Q: 3 clusters Score -2.185634e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -21856414.000000 Penalty: 5976.505859
	Iteration 33Q: 3 clusters Score -2.185641e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 168999 members 
Entering Unmasked Estep 
Score: -21856456.000000 Penalty: 5976.505859
	Iteration 34Q: 3 clusters Score -2.185646e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 169124 members 
Entering Unmasked Estep 
Score: -21856516.000000 Penalty: 5976.505859
	Iteration 35Q: 3 clusters Score -2.185652e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 169228 members 
Entering Unmasked Estep 
Score: -21856580.000000 Penalty: 5976.505859
	Iteration 36Q: 3 clusters Score -2.185658e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -21856620.000000 Penalty: 5976.505859
	Iteration 37Q: 3 clusters Score -2.185662e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 169391 members 
Entering Unmasked Estep 
Score: -21856672.000000 Penalty: 5976.505859
	Iteration 38Q: 3 clusters Score -2.185667e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 169466 members 
Entering Unmasked Estep 
Score: -21856702.000000 Penalty: 5976.505859
	Iteration 39Q: 3 clusters Score -2.18567e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 169542 members 
Entering Unmasked Estep 
Score: -21856772.000000 Penalty: 5976.505859
	Iteration 40F: 3 clusters Score -2.185677e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 169611 members 
Entering Unmasked Estep 
Score: -21856788.000000 Penalty: 5976.505859
	Iteration 41Q: 3 clusters Score -2.185679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 169643 members 
Entering Unmasked Estep 
Score: -21856828.000000 Penalty: 5976.505859
	Iteration 42Q: 3 clusters Score -2.185683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 169669 members 
Entering Unmasked Estep 
Score: -21856880.000000 Penalty: 5976.505859
	Iteration 43Q: 3 clusters Score -2.185688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -21856874.000000 Penalty: 5976.505859
	Iteration 44Q: 3 clusters Score -2.185687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -21856882.000000 Penalty: 5976.505859
	Iteration 45Q: 3 clusters Score -2.185688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -21856910.000000 Penalty: 5976.505859
	Iteration 46Q: 3 clusters Score -2.185691e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 169777 members 
Entering Unmasked Estep 
Score: -21856922.000000 Penalty: 5976.505859
	Iteration 47Q: 3 clusters Score -2.185692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 169801 members 
Entering Unmasked Estep 
Score: -21856928.000000 Penalty: 5976.505859
	Iteration 48Q: 3 clusters Score -2.185693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -21856950.000000 Penalty: 5976.505859
	Iteration 49Q: 3 clusters Score -2.185695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -21856968.000000 Penalty: 5976.505859
	Iteration 50Q: 3 clusters Score -2.185697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 169857 members 
Entering Unmasked Estep 
Score: -21856952.000000 Penalty: 5976.505859
	Iteration 51Q: 3 clusters Score -2.185695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -21856952.000000 Penalty: 5976.505859
	Iteration 52Q: 3 clusters Score -2.185695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 169877 members 
Entering Unmasked Estep 
Score: -21856954.000000 Penalty: 5976.505859
	Iteration 53Q: 3 clusters Score -2.185695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 169886 members 
Entering Unmasked Estep 
Score: -21856972.000000 Penalty: 5976.505859
	Iteration 54Q: 3 clusters Score -2.185697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 169897 members 
Entering Unmasked Estep 
Score: -21856984.000000 Penalty: 5976.505859
	Iteration 55Q: 3 clusters Score -2.185698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 169914 members 
Entering Unmasked Estep 
Score: -21856986.000000 Penalty: 5976.505859
	Iteration 56Q: 3 clusters Score -2.185699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 169930 members 
Entering Unmasked Estep 
Score: -21856984.000000 Penalty: 5976.505859
	Iteration 57Q: 3 clusters Score -2.185698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -21856984.000000 Penalty: 5976.505859
	Iteration 58Q: 3 clusters Score -2.185698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 169954 members 
Entering Unmasked Estep 
Score: -21856994.000000 Penalty: 5976.505859
	Iteration 59Q: 3 clusters Score -2.185699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -21856996.000000 Penalty: 5976.505859
	Iteration 60F: 3 clusters Score -2.1857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -21857012.000000 Penalty: 5976.505859
	Iteration 61Q: 3 clusters Score -2.185701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 169963 members 
Entering Unmasked Estep 
Score: -21857024.000000 Penalty: 5976.505859
	Iteration 62Q: 3 clusters Score -2.185702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -21857016.000000 Penalty: 5976.505859
	Iteration 63Q: 3 clusters Score -2.185702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -21857004.000000 Penalty: 5976.505859
	Iteration 64Q: 3 clusters Score -2.1857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 169966 members 
Entering Unmasked Estep 
Score: -21856990.000000 Penalty: 5976.505859
	Iteration 65Q: 3 clusters Score -2.185699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 169965 members 
Entering Unmasked Estep 
Score: -21857004.000000 Penalty: 5976.505859
	Iteration 66Q: 3 clusters Score -2.1857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 169965 members 
Entering Unmasked Estep 
Score: -21857004.000000 Penalty: 5976.505859
	Iteration 67F: 3 clusters Score -2.1857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (94841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Entering Unmasked Estep 
Score: -12196294.000000 Penalty: 2842.069336
	Iteration 0F: 2 clusters Score -1.219629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -12133104.000000 Penalty: 5684.138672
	Iteration 0F: 3 clusters Score -1.21331e+07 nChanged 44821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -12158470.000000 Penalty: 5684.138672
	Iteration 1F: 3 clusters Score -1.215847e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -12159559.000000 Penalty: 5684.138672
	Iteration 2Q: 3 clusters Score -1.215956e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -12160693.000000 Penalty: 5684.138672
	Iteration 3Q: 3 clusters Score -1.216069e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -12162131.000000 Penalty: 5684.138672
	Iteration 4Q: 3 clusters Score -1.216213e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -12163991.000000 Penalty: 5684.138672
	Iteration 5Q: 3 clusters Score -1.216399e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -12166600.000000 Penalty: 5684.138672
	Iteration 6Q: 3 clusters Score -1.21666e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -12170145.000000 Penalty: 5684.138672
	Iteration 7F: 3 clusters Score -1.217014e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -12174284.000000 Penalty: 5684.138672
	Iteration 8F: 3 clusters Score -1.217428e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -12178216.000000 Penalty: 5684.138672
	Iteration 9F: 3 clusters Score -1.217822e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -12180472.000000 Penalty: 5684.138672
	Iteration 10F: 3 clusters Score -1.218047e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -12181473.000000 Penalty: 5684.138672
	Iteration 11Q: 3 clusters Score -1.218147e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -12181882.000000 Penalty: 5684.138672
	Iteration 12Q: 3 clusters Score -1.218188e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -12182167.000000 Penalty: 5684.138672
	Iteration 13Q: 3 clusters Score -1.218217e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -12182366.000000 Penalty: 5684.138672
	Iteration 14Q: 3 clusters Score -1.218237e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -12182529.000000 Penalty: 5684.138672
	Iteration 15Q: 3 clusters Score -1.218253e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -12182641.000000 Penalty: 5684.138672
	Iteration 16Q: 3 clusters Score -1.218264e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -12182863.000000 Penalty: 5684.138672
	Iteration 17Q: 3 clusters Score -1.218286e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -12183069.000000 Penalty: 5684.138672
	Iteration 18Q: 3 clusters Score -1.218307e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -12183256.000000 Penalty: 5684.138672
	Iteration 19Q: 3 clusters Score -1.218326e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -12183368.000000 Penalty: 5684.138672
	Iteration 20F: 3 clusters Score -1.218337e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -12183483.000000 Penalty: 5684.138672
	Iteration 21Q: 3 clusters Score -1.218348e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -12183643.000000 Penalty: 5684.138672
	Iteration 22Q: 3 clusters Score -1.218364e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -12183779.000000 Penalty: 5684.138672
	Iteration 23Q: 3 clusters Score -1.218378e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -12183903.000000 Penalty: 5684.138672
	Iteration 24Q: 3 clusters Score -1.21839e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -12184032.000000 Penalty: 5684.138672
	Iteration 25Q: 3 clusters Score -1.218403e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -12184153.000000 Penalty: 5684.138672
	Iteration 26Q: 3 clusters Score -1.218415e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -12184280.000000 Penalty: 5684.138672
	Iteration 27Q: 3 clusters Score -1.218428e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -12184360.000000 Penalty: 5684.138672
	Iteration 28Q: 3 clusters Score -1.218436e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -12184489.000000 Penalty: 5684.138672
	Iteration 29Q: 3 clusters Score -1.218449e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -12184567.000000 Penalty: 5684.138672
	Iteration 30Q: 3 clusters Score -1.218457e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -12184596.000000 Penalty: 5684.138672
	Iteration 31Q: 3 clusters Score -1.21846e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -12184627.000000 Penalty: 5684.138672
	Iteration 32Q: 3 clusters Score -1.218463e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -12184690.000000 Penalty: 5684.138672
	Iteration 33Q: 3 clusters Score -1.218469e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -12184701.000000 Penalty: 5684.138672
	Iteration 34Q: 3 clusters Score -1.21847e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -12184735.000000 Penalty: 5684.138672
	Iteration 35Q: 3 clusters Score -1.218474e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 56559 members 
Entering Unmasked Estep 
Score: -12184795.000000 Penalty: 5684.138672
	Iteration 36Q: 3 clusters Score -1.21848e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -12184815.000000 Penalty: 5684.138672
	Iteration 37Q: 3 clusters Score -1.218482e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -12184850.000000 Penalty: 5684.138672
	Iteration 38Q: 3 clusters Score -1.218485e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -12184791.000000 Penalty: 5684.138672
	Iteration 39Q: 3 clusters Score -1.218479e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -12184795.000000 Penalty: 5684.138672
	Iteration 40F: 3 clusters Score -1.21848e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -12184792.000000 Penalty: 5684.138672
	Iteration 41Q: 3 clusters Score -1.218479e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -12184809.000000 Penalty: 5684.138672
	Iteration 42Q: 3 clusters Score -1.218481e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -12184795.000000 Penalty: 5684.138672
	Iteration 43Q: 3 clusters Score -1.21848e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -12184823.000000 Penalty: 5684.138672
	Iteration 44Q: 3 clusters Score -1.218482e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -12184822.000000 Penalty: 5684.138672
	Iteration 45Q: 3 clusters Score -1.218482e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -12184845.000000 Penalty: 5684.138672
	Iteration 46Q: 3 clusters Score -1.218484e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -12184826.000000 Penalty: 5684.138672
	Iteration 47Q: 3 clusters Score -1.218483e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -12184850.000000 Penalty: 5684.138672
	Iteration 48Q: 3 clusters Score -1.218485e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -12184862.000000 Penalty: 5684.138672
	Iteration 49Q: 3 clusters Score -1.218486e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -12184864.000000 Penalty: 5684.138672
	Iteration 50Q: 3 clusters Score -1.218486e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -12184863.000000 Penalty: 5684.138672
	Iteration 51Q: 3 clusters Score -1.218486e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -12184834.000000 Penalty: 5684.138672
	Iteration 52Q: 3 clusters Score -1.218483e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -12184840.000000 Penalty: 5684.138672
	Iteration 53Q: 3 clusters Score -1.218484e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -12184847.000000 Penalty: 5684.138672
	Iteration 54Q: 3 clusters Score -1.218485e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -12184879.000000 Penalty: 5684.138672
	Iteration 55Q: 3 clusters Score -1.218488e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -12184875.000000 Penalty: 5684.138672
	Iteration 56Q: 3 clusters Score -1.218488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -12184876.000000 Penalty: 5684.138672
	Iteration 57Q: 3 clusters Score -1.218488e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -12184868.000000 Penalty: 5684.138672
	Iteration 58Q: 3 clusters Score -1.218487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -12184879.000000 Penalty: 5684.138672
	Iteration 59Q: 3 clusters Score -1.218488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -12184861.000000 Penalty: 5684.138672
	Iteration 60F: 3 clusters Score -1.218486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -12184870.000000 Penalty: 5684.138672
	Iteration 61Q: 3 clusters Score -1.218487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -12184840.000000 Penalty: 5684.138672
	Iteration 62Q: 3 clusters Score -1.218484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -12184858.000000 Penalty: 5684.138672
	Iteration 63Q: 3 clusters Score -1.218486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -12184858.000000 Penalty: 5684.138672
	Iteration 64Q: 3 clusters Score -1.218486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -12184837.000000 Penalty: 5684.138672
	Iteration 65Q: 3 clusters Score -1.218484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -12184842.000000 Penalty: 5684.138672
	Iteration 66Q: 3 clusters Score -1.218484e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -12184844.000000 Penalty: 5684.138672
	Iteration 67Q: 3 clusters Score -1.218484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -12184837.000000 Penalty: 5684.138672
	Iteration 68Q: 3 clusters Score -1.218484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -12184851.000000 Penalty: 5684.138672
	Iteration 69Q: 3 clusters Score -1.218485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -12184862.000000 Penalty: 5684.138672
	Iteration 70Q: 3 clusters Score -1.218486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -12184867.000000 Penalty: 5684.138672
	Iteration 71Q: 3 clusters Score -1.218487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -12184867.000000 Penalty: 5684.138672
	Iteration 72Q: 3 clusters Score -1.218487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -12184853.000000 Penalty: 5684.138672
	Iteration 73Q: 3 clusters Score -1.218485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -12184835.000000 Penalty: 5684.138672
	Iteration 74Q: 3 clusters Score -1.218484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -12184843.000000 Penalty: 5684.138672
	Iteration 75Q: 3 clusters Score -1.218484e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -12184844.000000 Penalty: 5684.138672
	Iteration 76Q: 3 clusters Score -1.218484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -12184843.000000 Penalty: 5684.138672
	Iteration 77Q: 3 clusters Score -1.218484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -12184863.000000 Penalty: 5684.138672
	Iteration 78Q: 3 clusters Score -1.218486e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -12184864.000000 Penalty: 5684.138672
	Iteration 79Q: 3 clusters Score -1.218486e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -12184874.000000 Penalty: 5684.138672
	Iteration 80F: 3 clusters Score -1.218487e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -12184884.000000 Penalty: 5684.138672
	Iteration 81Q: 3 clusters Score -1.218488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -12184875.000000 Penalty: 5684.138672
	Iteration 82Q: 3 clusters Score -1.218488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -12184901.000000 Penalty: 5684.138672
	Iteration 83Q: 3 clusters Score -1.21849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -12184904.000000 Penalty: 5684.138672
	Iteration 84Q: 3 clusters Score -1.21849e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -12184890.000000 Penalty: 5684.138672
	Iteration 85Q: 3 clusters Score -1.218489e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -12184910.000000 Penalty: 5684.138672
	Iteration 86Q: 3 clusters Score -1.218491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -12184897.000000 Penalty: 5684.138672
	Iteration 87Q: 3 clusters Score -1.21849e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -12184892.000000 Penalty: 5684.138672
	Iteration 88Q: 3 clusters Score -1.218489e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -12184904.000000 Penalty: 5684.138672
	Iteration 89Q: 3 clusters Score -1.21849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -12184926.000000 Penalty: 5684.138672
	Iteration 90Q: 3 clusters Score -1.218493e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -12184932.000000 Penalty: 5684.138672
	Iteration 91Q: 3 clusters Score -1.218493e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -12184924.000000 Penalty: 5684.138672
	Iteration 92Q: 3 clusters Score -1.218492e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -12184950.000000 Penalty: 5684.138672
	Iteration 93Q: 3 clusters Score -1.218495e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -12184913.000000 Penalty: 5684.138672
	Iteration 94Q: 3 clusters Score -1.218491e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -12184914.000000 Penalty: 5684.138672
	Iteration 95Q: 3 clusters Score -1.218491e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -12184948.000000 Penalty: 5684.138672
	Iteration 96Q: 3 clusters Score -1.218495e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -12184967.000000 Penalty: 5684.138672
	Iteration 97Q: 3 clusters Score -1.218497e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -12184974.000000 Penalty: 5684.138672
	Iteration 98Q: 3 clusters Score -1.218497e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -12184977.000000 Penalty: 5684.138672
	Iteration 99Q: 3 clusters Score -1.218498e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -12185021.000000 Penalty: 5684.138672
	Iteration 100F: 3 clusters Score -1.218502e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -12185036.000000 Penalty: 5684.138672
	Iteration 101Q: 3 clusters Score -1.218504e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -12185085.000000 Penalty: 5684.138672
	Iteration 102Q: 3 clusters Score -1.218508e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -12185109.000000 Penalty: 5684.138672
	Iteration 103Q: 3 clusters Score -1.218511e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -12185089.000000 Penalty: 5684.138672
	Iteration 104Q: 3 clusters Score -1.218509e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -12185123.000000 Penalty: 5684.138672
	Iteration 105Q: 3 clusters Score -1.218512e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -12185137.000000 Penalty: 5684.138672
	Iteration 106Q: 3 clusters Score -1.218514e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -12185177.000000 Penalty: 5684.138672
	Iteration 107Q: 3 clusters Score -1.218518e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -12185205.000000 Penalty: 5684.138672
	Iteration 108Q: 3 clusters Score -1.21852e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -12185227.000000 Penalty: 5684.138672
	Iteration 109Q: 3 clusters Score -1.218523e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -12185324.000000 Penalty: 5684.138672
	Iteration 110Q: 3 clusters Score -1.218532e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -12185396.000000 Penalty: 5684.138672
	Iteration 111Q: 3 clusters Score -1.21854e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -12185473.000000 Penalty: 5684.138672
	Iteration 112Q: 3 clusters Score -1.218547e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -12185575.000000 Penalty: 5684.138672
	Iteration 113Q: 3 clusters Score -1.218558e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -12185630.000000 Penalty: 5684.138672
	Iteration 114Q: 3 clusters Score -1.218563e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -12185667.000000 Penalty: 5684.138672
	Iteration 115Q: 3 clusters Score -1.218567e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -12185739.000000 Penalty: 5684.138672
	Iteration 116Q: 3 clusters Score -1.218574e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -12185828.000000 Penalty: 5684.138672
	Iteration 117Q: 3 clusters Score -1.218583e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -12185944.000000 Penalty: 5684.138672
	Iteration 118Q: 3 clusters Score -1.218594e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -12186013.000000 Penalty: 5684.138672
	Iteration 119Q: 3 clusters Score -1.218601e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -12186134.000000 Penalty: 5684.138672
	Iteration 120F: 3 clusters Score -1.218613e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -12186246.000000 Penalty: 5684.138672
	Iteration 121Q: 3 clusters Score -1.218625e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -12186425.000000 Penalty: 5684.138672
	Iteration 122Q: 3 clusters Score -1.218642e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -12186592.000000 Penalty: 5684.138672
	Iteration 123Q: 3 clusters Score -1.218659e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -12186820.000000 Penalty: 5684.138672
	Iteration 124Q: 3 clusters Score -1.218682e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -12187140.000000 Penalty: 5684.138672
	Iteration 125Q: 3 clusters Score -1.218714e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -12187395.000000 Penalty: 5684.138672
	Iteration 126Q: 3 clusters Score -1.21874e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -12187793.000000 Penalty: 5684.138672
	Iteration 127Q: 3 clusters Score -1.218779e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -12188151.000000 Penalty: 5684.138672
	Iteration 128Q: 3 clusters Score -1.218815e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -12188472.000000 Penalty: 5684.138672
	Iteration 129Q: 3 clusters Score -1.218847e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -12188912.000000 Penalty: 5684.138672
	Iteration 130Q: 3 clusters Score -1.218891e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -12189380.000000 Penalty: 5684.138672
	Iteration 131Q: 3 clusters Score -1.218938e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -12189878.000000 Penalty: 5684.138672
	Iteration 132Q: 3 clusters Score -1.218988e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -12190342.000000 Penalty: 5684.138672
	Iteration 133Q: 3 clusters Score -1.219034e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -12190807.000000 Penalty: 5684.138672
	Iteration 134Q: 3 clusters Score -1.219081e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -12191283.000000 Penalty: 5684.138672
	Iteration 135Q: 3 clusters Score -1.219128e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -12191694.000000 Penalty: 5684.138672
	Iteration 136Q: 3 clusters Score -1.219169e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -12192072.000000 Penalty: 5684.138672
	Iteration 137Q: 3 clusters Score -1.219207e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -12192385.000000 Penalty: 5684.138672
	Iteration 138Q: 3 clusters Score -1.219238e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 90717 members 
Entering Unmasked Estep 
Score: -12192670.000000 Penalty: 5684.138672
	Iteration 139Q: 3 clusters Score -1.219267e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -12192894.000000 Penalty: 5684.138672
	Iteration 140F: 3 clusters Score -1.219289e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -12193080.000000 Penalty: 5684.138672
	Iteration 141Q: 3 clusters Score -1.219308e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -12193269.000000 Penalty: 5684.138672
	Iteration 142Q: 3 clusters Score -1.219327e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -12193344.000000 Penalty: 5684.138672
	Iteration 143Q: 3 clusters Score -1.219334e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -12193432.000000 Penalty: 5684.138672
	Iteration 144Q: 3 clusters Score -1.219343e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -12193506.000000 Penalty: 5684.138672
	Iteration 145Q: 3 clusters Score -1.219351e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -12193536.000000 Penalty: 5684.138672
	Iteration 146Q: 3 clusters Score -1.219354e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 93148 members 
Entering Unmasked Estep 
Score: -12193600.000000 Penalty: 5684.138672
	Iteration 147Q: 3 clusters Score -1.21936e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93253 members 
Entering Unmasked Estep 
Score: -12193658.000000 Penalty: 5684.138672
	Iteration 148Q: 3 clusters Score -1.219366e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -12193693.000000 Penalty: 5684.138672
	Iteration 149Q: 3 clusters Score -1.219369e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -12193712.000000 Penalty: 5684.138672
	Iteration 150Q: 3 clusters Score -1.219371e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -12193721.000000 Penalty: 5684.138672
	Iteration 151Q: 3 clusters Score -1.219372e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -12193734.000000 Penalty: 5684.138672
	Iteration 152Q: 3 clusters Score -1.219373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -12193775.000000 Penalty: 5684.138672
	Iteration 153Q: 3 clusters Score -1.219378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -12193776.000000 Penalty: 5684.138672
	Iteration 154Q: 3 clusters Score -1.219378e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -12193809.000000 Penalty: 5684.138672
	Iteration 155Q: 3 clusters Score -1.219381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -12193812.000000 Penalty: 5684.138672
	Iteration 156Q: 3 clusters Score -1.219381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12193814.000000 Penalty: 5684.138672
	Iteration 157Q: 3 clusters Score -1.219381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 93695 members 
Entering Unmasked Estep 
Score: -12193829.000000 Penalty: 5684.138672
	Iteration 158Q: 3 clusters Score -1.219383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -12193822.000000 Penalty: 5684.138672
	Iteration 159Q: 3 clusters Score -1.219382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -12193824.000000 Penalty: 5684.138672
	Iteration 160F: 3 clusters Score -1.219382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -12193858.000000 Penalty: 5684.138672
	Iteration 161Q: 3 clusters Score -1.219386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 93766 members 
Entering Unmasked Estep 
Score: -12193862.000000 Penalty: 5684.138672
	Iteration 162Q: 3 clusters Score -1.219386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -12193856.000000 Penalty: 5684.138672
	Iteration 163Q: 3 clusters Score -1.219386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -12193868.000000 Penalty: 5684.138672
	Iteration 164Q: 3 clusters Score -1.219387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -12193870.000000 Penalty: 5684.138672
	Iteration 165Q: 3 clusters Score -1.219387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -12193870.000000 Penalty: 5684.138672
	Iteration 166Q: 3 clusters Score -1.219387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -12193879.000000 Penalty: 5684.138672
	Iteration 167Q: 3 clusters Score -1.219388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -12193876.000000 Penalty: 5684.138672
	Iteration 168Q: 3 clusters Score -1.219388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -12193885.000000 Penalty: 5684.138672
	Iteration 169Q: 3 clusters Score -1.219388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -12193897.000000 Penalty: 5684.138672
	Iteration 170Q: 3 clusters Score -1.21939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -12193885.000000 Penalty: 5684.138672
	Iteration 171Q: 3 clusters Score -1.219388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 93819 members 
Entering Unmasked Estep 
Score: -12193882.000000 Penalty: 5684.138672
	Iteration 172Q: 3 clusters Score -1.219388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -12193891.000000 Penalty: 5684.138672
	Iteration 173Q: 3 clusters Score -1.219389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -12193899.000000 Penalty: 5684.138672
	Iteration 174Q: 3 clusters Score -1.21939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -12193893.000000 Penalty: 5684.138672
	Iteration 175Q: 3 clusters Score -1.219389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -12193889.000000 Penalty: 5684.138672
	Iteration 176Q: 3 clusters Score -1.219389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -12193891.000000 Penalty: 5684.138672
	Iteration 177Q: 3 clusters Score -1.219389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -12193883.000000 Penalty: 5684.138672
	Iteration 178Q: 3 clusters Score -1.219388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -12193880.000000 Penalty: 5684.138672
	Iteration 179Q: 3 clusters Score -1.219388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -12193880.000000 Penalty: 5684.138672
	Iteration 180F: 3 clusters Score -1.219388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165869 members 
Entering Unmasked Estep 
Score: -21334962.000000 Penalty: 2980.700439
	Iteration 0F: 2 clusters Score -2.133496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -21225256.000000 Penalty: 5961.400879
	Iteration 0F: 3 clusters Score -2.122526e+07 nChanged 79251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -21270954.000000 Penalty: 5961.400879
	Iteration 1F: 3 clusters Score -2.127095e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -21272704.000000 Penalty: 5961.400879
	Iteration 2Q: 3 clusters Score -2.12727e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -21275450.000000 Penalty: 5961.400879
	Iteration 3Q: 3 clusters Score -2.127545e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -21280890.000000 Penalty: 5961.400879
	Iteration 4F: 3 clusters Score -2.128089e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -21289296.000000 Penalty: 5961.400879
	Iteration 5F: 3 clusters Score -2.12893e+07 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -21301662.000000 Penalty: 5961.400879
	Iteration 6F: 3 clusters Score -2.130166e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -21314050.000000 Penalty: 5961.400879
	Iteration 7F: 3 clusters Score -2.131405e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151155 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -21323190.000000 Penalty: 5961.400879
	Iteration 8F: 3 clusters Score -2.132319e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155792 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -21328254.000000 Penalty: 5961.400879
	Iteration 9Q: 3 clusters Score -2.132825e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -21330602.000000 Penalty: 5961.400879
	Iteration 10Q: 3 clusters Score -2.13306e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159268 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -21331660.000000 Penalty: 5961.400879
	Iteration 11Q: 3 clusters Score -2.133166e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160080 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -21332138.000000 Penalty: 5961.400879
	Iteration 12Q: 3 clusters Score -2.133214e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160762 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -21332420.000000 Penalty: 5961.400879
	Iteration 13Q: 3 clusters Score -2.133242e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -21332582.000000 Penalty: 5961.400879
	Iteration 14Q: 3 clusters Score -2.133258e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -21332708.000000 Penalty: 5961.400879
	Iteration 15Q: 3 clusters Score -2.133271e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161967 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -21332750.000000 Penalty: 5961.400879
	Iteration 16Q: 3 clusters Score -2.133275e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21332782.000000 Penalty: 5961.400879
	Iteration 17Q: 3 clusters Score -2.133278e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -21332908.000000 Penalty: 5961.400879
	Iteration 18Q: 3 clusters Score -2.133291e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162661 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21332904.000000 Penalty: 5961.400879
	Iteration 19Q: 3 clusters Score -2.13329e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162821 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -21332928.000000 Penalty: 5961.400879
	Iteration 20F: 3 clusters Score -2.133293e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162963 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -21332958.000000 Penalty: 5961.400879
	Iteration 21Q: 3 clusters Score -2.133296e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21332980.000000 Penalty: 5961.400879
	Iteration 22Q: 3 clusters Score -2.133298e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21332984.000000 Penalty: 5961.400879
	Iteration 23Q: 3 clusters Score -2.133298e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163241 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21332988.000000 Penalty: 5961.400879
	Iteration 24Q: 3 clusters Score -2.133299e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163291 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -21333002.000000 Penalty: 5961.400879
	Iteration 25Q: 3 clusters Score -2.1333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21333016.000000 Penalty: 5961.400879
	Iteration 26Q: 3 clusters Score -2.133302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163347 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -21333014.000000 Penalty: 5961.400879
	Iteration 27Q: 3 clusters Score -2.133301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163369 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21333022.000000 Penalty: 5961.400879
	Iteration 28Q: 3 clusters Score -2.133302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -21333024.000000 Penalty: 5961.400879
	Iteration 29Q: 3 clusters Score -2.133302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163405 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -21333008.000000 Penalty: 5961.400879
	Iteration 30Q: 3 clusters Score -2.133301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21333020.000000 Penalty: 5961.400879
	Iteration 31Q: 3 clusters Score -2.133302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -21333046.000000 Penalty: 5961.400879
	Iteration 32Q: 3 clusters Score -2.133305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21333040.000000 Penalty: 5961.400879
	Iteration 33Q: 3 clusters Score -2.133304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 34Q: 3 clusters Score -2.133304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 35Q: 3 clusters Score -2.133304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21333030.000000 Penalty: 5961.400879
	Iteration 36Q: 3 clusters Score -2.133303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21333036.000000 Penalty: 5961.400879
	Iteration 37Q: 3 clusters Score -2.133304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21333048.000000 Penalty: 5961.400879
	Iteration 38Q: 3 clusters Score -2.133305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21333036.000000 Penalty: 5961.400879
	Iteration 39Q: 3 clusters Score -2.133304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -21333038.000000 Penalty: 5961.400879
	Iteration 40F: 3 clusters Score -2.133304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163474 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21333038.000000 Penalty: 5961.400879
	Iteration 41Q: 3 clusters Score -2.133304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21333034.000000 Penalty: 5961.400879
	Iteration 42Q: 3 clusters Score -2.133303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 43Q: 3 clusters Score -2.133304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21333046.000000 Penalty: 5961.400879
	Iteration 44Q: 3 clusters Score -2.133305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21333028.000000 Penalty: 5961.400879
	Iteration 45Q: 3 clusters Score -2.133303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -21333032.000000 Penalty: 5961.400879
	Iteration 46Q: 3 clusters Score -2.133303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21333046.000000 Penalty: 5961.400879
	Iteration 47Q: 3 clusters Score -2.133305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21333042.000000 Penalty: 5961.400879
	Iteration 48Q: 3 clusters Score -2.133304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21333038.000000 Penalty: 5961.400879
	Iteration 49Q: 3 clusters Score -2.133304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163533 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -21333050.000000 Penalty: 5961.400879
	Iteration 50Q: 3 clusters Score -2.133305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21333040.000000 Penalty: 5961.400879
	Iteration 51Q: 3 clusters Score -2.133304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -21333036.000000 Penalty: 5961.400879
	Iteration 52Q: 3 clusters Score -2.133304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163544 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -21333034.000000 Penalty: 5961.400879
	Iteration 53Q: 3 clusters Score -2.133303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 54Q: 3 clusters Score -2.133304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -21333032.000000 Penalty: 5961.400879
	Iteration 55Q: 3 clusters Score -2.133303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -21333034.000000 Penalty: 5961.400879
	Iteration 56Q: 3 clusters Score -2.133303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163561 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -21333032.000000 Penalty: 5961.400879
	Iteration 57Q: 3 clusters Score -2.133303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 58Q: 3 clusters Score -2.133304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 59Q: 3 clusters Score -2.133304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21333048.000000 Penalty: 5961.400879
	Iteration 60F: 3 clusters Score -2.133305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163574 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21333048.000000 Penalty: 5961.400879
	Iteration 61Q: 3 clusters Score -2.133305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163579 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21333034.000000 Penalty: 5961.400879
	Iteration 62Q: 3 clusters Score -2.133303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21333038.000000 Penalty: 5961.400879
	Iteration 63Q: 3 clusters Score -2.133304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21333028.000000 Penalty: 5961.400879
	Iteration 64Q: 3 clusters Score -2.133303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163591 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21333026.000000 Penalty: 5961.400879
	Iteration 65Q: 3 clusters Score -2.133303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163593 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21333030.000000 Penalty: 5961.400879
	Iteration 66Q: 3 clusters Score -2.133303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -21333026.000000 Penalty: 5961.400879
	Iteration 67Q: 3 clusters Score -2.133303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163598 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -21333038.000000 Penalty: 5961.400879
	Iteration 68Q: 3 clusters Score -2.133304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21333044.000000 Penalty: 5961.400879
	Iteration 69Q: 3 clusters Score -2.133304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21333024.000000 Penalty: 5961.400879
	Iteration 70Q: 3 clusters Score -2.133302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21333040.000000 Penalty: 5961.400879
	Iteration 71Q: 3 clusters Score -2.133304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21333024.000000 Penalty: 5961.400879
	Iteration 72Q: 3 clusters Score -2.133302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21333020.000000 Penalty: 5961.400879
	Iteration 73Q: 3 clusters Score -2.133302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -21333018.000000 Penalty: 5961.400879
	Iteration 74Q: 3 clusters Score -2.133302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21333010.000000 Penalty: 5961.400879
	Iteration 75Q: 3 clusters Score -2.133301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -21333004.000000 Penalty: 5961.400879
	Iteration 76Q: 3 clusters Score -2.1333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21333008.000000 Penalty: 5961.400879
	Iteration 77Q: 3 clusters Score -2.133301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163641 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21333006.000000 Penalty: 5961.400879
	Iteration 78Q: 3 clusters Score -2.133301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21333012.000000 Penalty: 5961.400879
	Iteration 79Q: 3 clusters Score -2.133301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21333020.000000 Penalty: 5961.400879
	Iteration 80F: 3 clusters Score -2.133302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21333030.000000 Penalty: 5961.400879
	Iteration 81Q: 3 clusters Score -2.133303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21333030.000000 Penalty: 5961.400879
	Iteration 82F: 3 clusters Score -2.133303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -80568.421875 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -80568.42 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 357 members 
Entering Unmasked Estep 
Score: -78917.062500 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -78917.06 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79242.210938 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -79242.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79450.773438 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -79450.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79597.648438 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -79597.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79716.679688 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -79716.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79775.492188 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -79775.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79826.789062 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -79826.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79851.953125 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -79851.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79879.882812 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -79879.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79916.859375 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -79916.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79946.679688 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -79946.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79971.718750 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -79971.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -80007.562500 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -80007.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80040.804688 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -80040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80060.054688 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -80060.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -80072.921875 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -80072.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80084.210938 Penalty: 3254.972412
	Iteration 16Q: 3 clusters Score -80084.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80088.843750 Penalty: 3254.972412
	Iteration 17Q: 3 clusters Score -80088.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80095.312500 Penalty: 3254.972412
	Iteration 18Q: 3 clusters Score -80095.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80099.187500 Penalty: 3254.972412
	Iteration 19Q: 3 clusters Score -80099.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80165.656250 Penalty: 3254.972412
	Iteration 20F: 3 clusters Score -80165.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80276.890625 Penalty: 3254.972412
	Iteration 21Q: 3 clusters Score -80276.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -80284.835938 Penalty: 3254.972412
	Iteration 22Q: 3 clusters Score -80284.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80286.398438 Penalty: 3254.972412
	Iteration 23Q: 3 clusters Score -80286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -80287.921875 Penalty: 3254.972412
	Iteration 24Q: 3 clusters Score -80287.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -80289.976562 Penalty: 3254.972412
	Iteration 25Q: 3 clusters Score -80289.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -80292.898438 Penalty: 3254.972412
	Iteration 26Q: 3 clusters Score -80292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80298.203125 Penalty: 3254.972412
	Iteration 27Q: 3 clusters Score -80298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -80305.250000 Penalty: 3254.972412
	Iteration 28Q: 3 clusters Score -80305.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80307.593750 Penalty: 3254.972412
	Iteration 29Q: 3 clusters Score -80307.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80307.593750 Penalty: 3254.972412
	Iteration 30F: 3 clusters Score -80307.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 208967 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 6 contains 55208 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 12 contains 248871 members 
Mstep: Class 14 contains 25230 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 179106 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 170998 members 
Mstep: Class 21 contains 94841 members 
Mstep: Class 22 contains 165869 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660064.000000 Penalty: 52041.296875
Iteration 39Q: 16 clusters Score -1.496601e+08 nChanged 15960
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 213963 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 6 contains 56046 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 31956 members 
Mstep: Class 12 contains 241043 members 
Mstep: Class 14 contains 25547 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179563 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 171372 members 
Mstep: Class 21 contains 95153 members 
Mstep: Class 22 contains 165569 members 
Mstep: Class 23 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149659968.000000 Penalty: 52041.296875
Iteration 40F: 16 clusters Score -1.4966e+08 nChanged 15412
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 218190 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 6 contains 56786 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 32863 members 
Mstep: Class 12 contains 233767 members 
Mstep: Class 14 contains 25850 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180106 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 171837 members 
Mstep: Class 21 contains 95565 members 
Mstep: Class 22 contains 165247 members 
Mstep: Class 23 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149659568.000000 Penalty: 52041.296875
Iteration 41Q: 16 clusters Score -1.496596e+08 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 221435 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 6 contains 57445 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 33866 members 
Mstep: Class 12 contains 227161 members 
Mstep: Class 14 contains 26147 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180665 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 172423 members 
Mstep: Class 21 contains 96081 members 
Mstep: Class 22 contains 164984 members 
Mstep: Class 23 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660064.000000 Penalty: 52041.296875
Iteration 42Q: 16 clusters Score -1.496601e+08 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 223302 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 6 contains 58010 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 34878 members 
Mstep: Class 12 contains 221601 members 
Mstep: Class 14 contains 26446 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 181490 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 173035 members 
Mstep: Class 21 contains 96667 members 
Mstep: Class 22 contains 164766 members 
Mstep: Class 23 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660656.000000 Penalty: 52041.296875
Iteration 43Q: 16 clusters Score -1.496607e+08 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 224021 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 6 contains 58539 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 35977 members 
Mstep: Class 12 contains 216956 members 
Mstep: Class 14 contains 26781 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 182244 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 173720 members 
Mstep: Class 21 contains 97328 members 
Mstep: Class 22 contains 164627 members 
Mstep: Class 23 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661952.000000 Penalty: 52041.296875
Iteration 44Q: 16 clusters Score -1.49662e+08 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 223907 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 6 contains 59017 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 37139 members 
Mstep: Class 12 contains 213252 members 
Mstep: Class 14 contains 27093 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 182924 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 174435 members 
Mstep: Class 21 contains 98014 members 
Mstep: Class 22 contains 164412 members 
Mstep: Class 23 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 16 clusters Score -1.496624e+08 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 223069 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 6 contains 59437 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 38464 members 
Mstep: Class 12 contains 210408 members 
Mstep: Class 14 contains 27401 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183393 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 175084 members 
Mstep: Class 21 contains 98782 members 
Mstep: Class 22 contains 164153 members 
Mstep: Class 23 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662928.000000 Penalty: 52041.296875
Iteration 46Q: 16 clusters Score -1.496629e+08 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 221742 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 6 contains 59846 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 39894 members 
Mstep: Class 12 contains 208345 members 
Mstep: Class 14 contains 27652 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183719 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 175657 members 
Mstep: Class 21 contains 99498 members 
Mstep: Class 22 contains 163835 members 
Mstep: Class 23 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 16 clusters Score -1.496644e+08 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 220030 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 6 contains 60245 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 41383 members 
Mstep: Class 12 contains 207077 members 
Mstep: Class 14 contains 27887 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183876 members 
Mstep: Class 19 contains 1961 members 
Mstep: Class 20 contains 176191 members 
Mstep: Class 21 contains 100112 members 
Mstep: Class 22 contains 163385 members 
Mstep: Class 23 contains 704 members 
Entering Unmasked Estep 
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Iteration 48Q: 16 clusters Score -1.496651e+08 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 218209 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 6 contains 60619 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 43004 members 
Mstep: Class 12 contains 206363 members 
Mstep: Class 14 contains 28109 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183882 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 176582 members 
Mstep: Class 21 contains 100730 members 
Mstep: Class 22 contains 162691 members 
Mstep: Class 23 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149666272.000000 Penalty: 52041.296875
Iteration 49Q: 16 clusters Score -1.496663e+08 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216223 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 6 contains 60981 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 44796 members 
Mstep: Class 12 contains 206071 members 
Mstep: Class 14 contains 28290 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183818 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 176855 members 
Mstep: Class 21 contains 101350 members 
Mstep: Class 22 contains 161809 members 
Mstep: Class 23 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667120.000000 Penalty: 52041.296875
Iteration 50Q: 16 clusters Score -1.496671e+08 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 214243 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 6 contains 61317 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 46707 members 
Mstep: Class 12 contains 206117 members 
Mstep: Class 14 contains 28472 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183683 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 177019 members 
Mstep: Class 21 contains 101897 members 
Mstep: Class 22 contains 160737 members 
Mstep: Class 23 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 16 clusters Score -1.496682e+08 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 212325 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 6 contains 61599 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 48729 members 
Mstep: Class 12 contains 206446 members 
Mstep: Class 14 contains 28627 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183550 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 177028 members 
Mstep: Class 21 contains 102453 members 
Mstep: Class 22 contains 159440 members 
Mstep: Class 23 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669360.000000 Penalty: 52041.296875
Iteration 52Q: 16 clusters Score -1.496694e+08 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 210563 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 6 contains 61853 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 50804 members 
Mstep: Class 12 contains 206931 members 
Mstep: Class 14 contains 28793 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183392 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 176933 members 
Mstep: Class 21 contains 102987 members 
Mstep: Class 22 contains 157945 members 
Mstep: Class 23 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670640.000000 Penalty: 52041.296875
Iteration 53Q: 16 clusters Score -1.496706e+08 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 208874 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 6 contains 62097 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 52942 members 
Mstep: Class 12 contains 207574 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183249 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 176768 members 
Mstep: Class 21 contains 103530 members 
Mstep: Class 22 contains 156242 members 
Mstep: Class 23 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 16 clusters Score -1.496715e+08 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 207366 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 6 contains 62354 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 55209 members 
Mstep: Class 12 contains 208294 members 
Mstep: Class 14 contains 29048 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 183095 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 176531 members 
Mstep: Class 21 contains 104012 members 
Mstep: Class 22 contains 154294 members 
Mstep: Class 23 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672112.000000 Penalty: 52041.296875
Iteration 55Q: 16 clusters Score -1.496721e+08 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 206045 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 6 contains 62580 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 57552 members 
Mstep: Class 12 contains 209193 members 
Mstep: Class 14 contains 29133 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 182927 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 176225 members 
Mstep: Class 21 contains 104446 members 
Mstep: Class 22 contains 152099 members 
Mstep: Class 23 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672928.000000 Penalty: 52041.296875
Iteration 56Q: 16 clusters Score -1.496729e+08 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 204925 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 6 contains 62806 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 59952 members 
Mstep: Class 12 contains 210113 members 
Mstep: Class 14 contains 29217 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 182711 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 175924 members 
Mstep: Class 21 contains 104844 members 
Mstep: Class 22 contains 149711 members 
Mstep: Class 23 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673888.000000 Penalty: 52041.296875
Iteration 57Q: 16 clusters Score -1.496739e+08 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 204062 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 6 contains 63037 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 62384 members 
Mstep: Class 12 contains 211053 members 
Mstep: Class 14 contains 29275 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 182430 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 175614 members 
Mstep: Class 21 contains 105208 members 
Mstep: Class 22 contains 147137 members 
Mstep: Class 23 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675024.000000 Penalty: 52041.296875
Iteration 58Q: 16 clusters Score -1.49675e+08 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 203339 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 6 contains 63247 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 64779 members 
Mstep: Class 12 contains 212099 members 
Mstep: Class 14 contains 29336 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 182195 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 175243 members 
Mstep: Class 21 contains 105626 members 
Mstep: Class 22 contains 144341 members 
Mstep: Class 23 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675744.000000 Penalty: 52041.296875
Iteration 59Q: 16 clusters Score -1.496757e+08 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202770 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 6 contains 63426 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 67175 members 
Mstep: Class 12 contains 213072 members 
Mstep: Class 14 contains 29385 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 181977 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 174884 members 
Mstep: Class 21 contains 106019 members 
Mstep: Class 22 contains 141497 members 
Mstep: Class 23 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676464.000000 Penalty: 52041.296875
Iteration 60F: 16 clusters Score -1.496765e+08 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202411 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 6 contains 63617 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 69609 members 
Mstep: Class 12 contains 213920 members 
Mstep: Class 14 contains 29431 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 181705 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 174474 members 
Mstep: Class 21 contains 106497 members 
Mstep: Class 22 contains 138542 members 
Mstep: Class 23 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676992.000000 Penalty: 52041.296875
Iteration 61Q: 16 clusters Score -1.49677e+08 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 6 contains 63807 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 72025 members 
Mstep: Class 12 contains 214703 members 
Mstep: Class 14 contains 29478 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 181473 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 174101 members 
Mstep: Class 21 contains 106987 members 
Mstep: Class 22 contains 135481 members 
Mstep: Class 23 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 16 clusters Score -1.496774e+08 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202037 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 6 contains 63991 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 74360 members 
Mstep: Class 12 contains 215520 members 
Mstep: Class 14 contains 29526 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 181253 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 173717 members 
Mstep: Class 21 contains 107481 members 
Mstep: Class 22 contains 132324 members 
Mstep: Class 23 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149678912.000000 Penalty: 52041.296875
Iteration 63Q: 16 clusters Score -1.496789e+08 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202094 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 6 contains 64184 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 76610 members 
Mstep: Class 12 contains 216187 members 
Mstep: Class 14 contains 29567 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 181045 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 173341 members 
Mstep: Class 21 contains 107942 members 
Mstep: Class 22 contains 129242 members 
Mstep: Class 23 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 16 clusters Score -1.496803e+08 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202360 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 6 contains 64372 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 78704 members 
Mstep: Class 12 contains 216740 members 
Mstep: Class 14 contains 29613 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180917 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 172927 members 
Mstep: Class 21 contains 108387 members 
Mstep: Class 22 contains 126192 members 
Mstep: Class 23 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 16 clusters Score -1.496809e+08 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 202764 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 6 contains 64545 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 80743 members 
Mstep: Class 12 contains 217205 members 
Mstep: Class 14 contains 29668 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180783 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 172600 members 
Mstep: Class 21 contains 108905 members 
Mstep: Class 22 contains 123001 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 66Q: 16 clusters Score -1.49682e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 203225 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 6 contains 64677 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 82688 members 
Mstep: Class 12 contains 217616 members 
Mstep: Class 14 contains 29703 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180625 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 172328 members 
Mstep: Class 21 contains 109354 members 
Mstep: Class 22 contains 119997 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 67Q: 16 clusters Score -1.496832e+08 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 203782 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 6 contains 64788 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 84402 members 
Mstep: Class 12 contains 217913 members 
Mstep: Class 14 contains 29755 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180501 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 172063 members 
Mstep: Class 21 contains 109810 members 
Mstep: Class 22 contains 117201 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 68Q: 16 clusters Score -1.496836e+08 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 204493 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 6 contains 64867 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 85999 members 
Mstep: Class 12 contains 218131 members 
Mstep: Class 14 contains 29820 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180365 members 
Mstep: Class 19 contains 1938 members 
Mstep: Class 20 contains 171803 members 
Mstep: Class 21 contains 110287 members 
Mstep: Class 22 contains 114453 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -1.496844e+08 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 205226 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 6 contains 64949 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 87436 members 
Mstep: Class 12 contains 218331 members 
Mstep: Class 14 contains 29882 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180207 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 171640 members 
Mstep: Class 21 contains 110820 members 
Mstep: Class 22 contains 111724 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 70Q: 16 clusters Score -1.496854e+08 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 205958 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 6 contains 65034 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 88703 members 
Mstep: Class 12 contains 218537 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 180063 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 171492 members 
Mstep: Class 21 contains 111380 members 
Mstep: Class 22 contains 109112 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 71Q: 16 clusters Score -1.496861e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 206624 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 6 contains 65110 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 89869 members 
Mstep: Class 12 contains 218687 members 
Mstep: Class 14 contains 29989 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179960 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 20 contains 171374 members 
Mstep: Class 21 contains 111972 members 
Mstep: Class 22 contains 106632 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -1.496872e+08 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 207405 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 6 contains 65194 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 90882 members 
Mstep: Class 12 contains 218705 members 
Mstep: Class 14 contains 30047 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179816 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 171310 members 
Mstep: Class 21 contains 112559 members 
Mstep: Class 22 contains 104300 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688448.000000 Penalty: 52041.296875
Iteration 73Q: 16 clusters Score -1.496884e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 208219 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 6 contains 65265 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 91727 members 
Mstep: Class 12 contains 218705 members 
Mstep: Class 14 contains 30090 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179678 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 171306 members 
Mstep: Class 21 contains 113171 members 
Mstep: Class 22 contains 102055 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688576.000000 Penalty: 52041.296875
Iteration 74Q: 16 clusters Score -1.496886e+08 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 209061 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 6 contains 65320 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 92410 members 
Mstep: Class 12 contains 218719 members 
Mstep: Class 14 contains 30135 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179555 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 171329 members 
Mstep: Class 21 contains 113725 members 
Mstep: Class 22 contains 99954 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688400.000000 Penalty: 52041.296875
Iteration 75Q: 16 clusters Score -1.496884e+08 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 209820 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 6 contains 65361 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 93004 members 
Mstep: Class 12 contains 218751 members 
Mstep: Class 14 contains 30140 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179441 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 171367 members 
Mstep: Class 21 contains 114286 members 
Mstep: Class 22 contains 98036 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149688560.000000 Penalty: 52041.296875
Iteration 76Q: 16 clusters Score -1.496886e+08 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 210712 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 6 contains 65402 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 93462 members 
Mstep: Class 12 contains 218721 members 
Mstep: Class 14 contains 30160 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179283 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 171402 members 
Mstep: Class 21 contains 114868 members 
Mstep: Class 22 contains 96198 members 
Mstep: Class 23 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149689744.000000 Penalty: 52041.296875
Iteration 77Q: 16 clusters Score -1.496897e+08 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 211621 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 6 contains 65445 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 93809 members 
Mstep: Class 12 contains 218649 members 
Mstep: Class 14 contains 30159 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179138 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 171457 members 
Mstep: Class 21 contains 115466 members 
Mstep: Class 22 contains 94466 members 
Mstep: Class 23 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149690096.000000 Penalty: 52041.296875
Iteration 78Q: 16 clusters Score -1.496901e+08 nChanged 5769
Entering ConstructFrom: 
Score: -149690096.000000 Penalty: 52041.296875
Entering ConstructFrom: 
Trying to split cluster 1 (212447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212447 members 
Entering Unmasked Estep 
Score: -27292178.000000 Penalty: 3042.079102
	Iteration 0F: 2 clusters Score -2.729218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -27156170.000000 Penalty: 6084.158203
	Iteration 0F: 3 clusters Score -2.715617e+07 nChanged 102240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98407 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -27216336.000000 Penalty: 6084.158203
	Iteration 1F: 3 clusters Score -2.721634e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 118876 members 
Entering Unmasked Estep 
Score: -27218250.000000 Penalty: 6084.158203
	Iteration 2Q: 3 clusters Score -2.721825e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 126490 members 
Entering Unmasked Estep 
Score: -27221916.000000 Penalty: 6084.158203
	Iteration 3Q: 3 clusters Score -2.722192e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 137864 members 
Entering Unmasked Estep 
Score: -27228722.000000 Penalty: 6084.158203
	Iteration 4F: 3 clusters Score -2.722872e+07 nChanged 16302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 153412 members 
Entering Unmasked Estep 
Score: -27240562.000000 Penalty: 6084.158203
	Iteration 5F: 3 clusters Score -2.724056e+07 nChanged 18574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -27257262.000000 Penalty: 6084.158203
	Iteration 6F: 3 clusters Score -2.725726e+07 nChanged 17160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 188558 members 
Entering Unmasked Estep 
Score: -27273256.000000 Penalty: 6084.158203
	Iteration 7F: 3 clusters Score -2.727326e+07 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 200942 members 
Entering Unmasked Estep 
Score: -27282982.000000 Penalty: 6084.158203
	Iteration 8F: 3 clusters Score -2.728298e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 207570 members 
Entering Unmasked Estep 
Score: -27287482.000000 Penalty: 6084.158203
	Iteration 9Q: 3 clusters Score -2.728748e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 210233 members 
Entering Unmasked Estep 
Score: -27288974.000000 Penalty: 6084.158203
	Iteration 10Q: 3 clusters Score -2.728897e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 211239 members 
Entering Unmasked Estep 
Score: -27289290.000000 Penalty: 6084.158203
	Iteration 11Q: 3 clusters Score -2.728929e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -27289440.000000 Penalty: 6084.158203
	Iteration 12Q: 3 clusters Score -2.728944e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 211804 members 
Entering Unmasked Estep 
Score: -27289532.000000 Penalty: 6084.158203
	Iteration 13Q: 3 clusters Score -2.728953e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 211901 members 
Entering Unmasked Estep 
Score: -27289598.000000 Penalty: 6084.158203
	Iteration 14Q: 3 clusters Score -2.72896e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 211961 members 
Entering Unmasked Estep 
Score: -27289658.000000 Penalty: 6084.158203
	Iteration 15Q: 3 clusters Score -2.728966e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 211998 members 
Entering Unmasked Estep 
Score: -27289670.000000 Penalty: 6084.158203
	Iteration 16Q: 3 clusters Score -2.728967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 212027 members 
Entering Unmasked Estep 
Score: -27289662.000000 Penalty: 6084.158203
	Iteration 17Q: 3 clusters Score -2.728966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 212050 members 
Entering Unmasked Estep 
Score: -27289704.000000 Penalty: 6084.158203
	Iteration 18Q: 3 clusters Score -2.72897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 212067 members 
Entering Unmasked Estep 
Score: -27289688.000000 Penalty: 6084.158203
	Iteration 19Q: 3 clusters Score -2.728969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 212080 members 
Entering Unmasked Estep 
Score: -27289710.000000 Penalty: 6084.158203
	Iteration 20F: 3 clusters Score -2.728971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 212084 members 
Entering Unmasked Estep 
Score: -27289706.000000 Penalty: 6084.158203
	Iteration 21Q: 3 clusters Score -2.728971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 212090 members 
Entering Unmasked Estep 
Score: -27289724.000000 Penalty: 6084.158203
	Iteration 22Q: 3 clusters Score -2.728972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 212095 members 
Entering Unmasked Estep 
Score: -27289732.000000 Penalty: 6084.158203
	Iteration 23Q: 3 clusters Score -2.728973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 212095 members 
Entering Unmasked Estep 
Score: -27289744.000000 Penalty: 6084.158203
	Iteration 24Q: 3 clusters Score -2.728974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 212097 members 
Entering Unmasked Estep 
Score: -27289740.000000 Penalty: 6084.158203
	Iteration 25Q: 3 clusters Score -2.728974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 212103 members 
Entering Unmasked Estep 
Score: -27289744.000000 Penalty: 6084.158203
	Iteration 26Q: 3 clusters Score -2.728974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 212107 members 
Entering Unmasked Estep 
Score: -27289748.000000 Penalty: 6084.158203
	Iteration 27Q: 3 clusters Score -2.728975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 212112 members 
Entering Unmasked Estep 
Score: -27289754.000000 Penalty: 6084.158203
	Iteration 28Q: 3 clusters Score -2.728975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212113 members 
Entering Unmasked Estep 
Score: -27289758.000000 Penalty: 6084.158203
	Iteration 29Q: 3 clusters Score -2.728976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -27289736.000000 Penalty: 6084.158203
	Iteration 30Q: 3 clusters Score -2.728974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -27289736.000000 Penalty: 6084.158203
	Iteration 31F: 3 clusters Score -2.728974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -68695.476562 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -68695.48 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 340 members 
Entering Unmasked Estep 
Score: -67118.414062 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -67118.41 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67751.078125 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -67751.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68065.328125 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -68065.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68183.898438 Penalty: 3240.759277
	Iteration 3F: 3 clusters Score -68183.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68271.632812 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -68271.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68345.179688 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -68345.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68380.273438 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -68380.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68413.742188 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -68413.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68465.140625 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -68465.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68539.640625 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -68539.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -68579.156250 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -68579.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68616.539062 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -68616.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68640.976562 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -68640.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68655.742188 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -68655.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68670.085938 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -68670.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68681.390625 Penalty: 3240.759277
	Iteration 15Q: 3 clusters Score -68681.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68684.109375 Penalty: 3240.759277
	Iteration 16Q: 3 clusters Score -68684.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68684.109375 Penalty: 3240.759277
	Iteration 17F: 3 clusters Score -68684.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -547780.250000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -547780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -543645.562500 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -543645.6 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -544550.750000 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -544550.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -544739.125000 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -544739.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -544856.750000 Penalty: 4159.089355
	Iteration 3Q: 3 clusters Score -544856.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -544945.937500 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -544945.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -545001.437500 Penalty: 4159.089355
	Iteration 5Q: 3 clusters Score -545001.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -545042.687500 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -545042.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -545081.000000 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -545081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -545117.312500 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -545117.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -545153.062500 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -545153.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -545188.500000 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -545188.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -545224.937500 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -545224.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -545255.875000 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -545255.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -545281.625000 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -545281.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -545308.750000 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -545308.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -545328.812500 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -545328.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -545351.000000 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -545351 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -545369.625000 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -545369.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -545386.187500 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -545386.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -545408.187500 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -545408.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -545429.437500 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -545429.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -545447.250000 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -545447.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -545462.937500 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -545462.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -545474.000000 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -545474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -545491.500000 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -545491.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -545503.250000 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -545503.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -545514.187500 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -545514.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -545522.437500 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -545522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -545529.125000 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -545529.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -545535.500000 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -545535.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -545544.000000 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -545544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -545552.812500 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -545552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -545562.812500 Penalty: 4159.089355
	Iteration 32Q: 3 clusters Score -545562.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -545570.250000 Penalty: 4159.089355
	Iteration 33Q: 3 clusters Score -545570.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -545581.000000 Penalty: 4159.089355
	Iteration 34Q: 3 clusters Score -545581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -545590.312500 Penalty: 4159.089355
	Iteration 35Q: 3 clusters Score -545590.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -545598.937500 Penalty: 4159.089355
	Iteration 36Q: 3 clusters Score -545598.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -545607.312500 Penalty: 4159.089355
	Iteration 37Q: 3 clusters Score -545607.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -545620.562500 Penalty: 4159.089355
	Iteration 38Q: 3 clusters Score -545620.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -545629.687500 Penalty: 4159.089355
	Iteration 39Q: 3 clusters Score -545629.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -545637.187500 Penalty: 4159.089355
	Iteration 40F: 3 clusters Score -545637.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -545649.562500 Penalty: 4159.089355
	Iteration 41Q: 3 clusters Score -545649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -545660.500000 Penalty: 4159.089355
	Iteration 42Q: 3 clusters Score -545660.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -545670.375000 Penalty: 4159.089355
	Iteration 43Q: 3 clusters Score -545670.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -545677.125000 Penalty: 4159.089355
	Iteration 44Q: 3 clusters Score -545677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -545684.062500 Penalty: 4159.089355
	Iteration 45Q: 3 clusters Score -545684.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -545689.062500 Penalty: 4159.089355
	Iteration 46Q: 3 clusters Score -545689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -545694.625000 Penalty: 4159.089355
	Iteration 47Q: 3 clusters Score -545694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -545700.437500 Penalty: 4159.089355
	Iteration 48Q: 3 clusters Score -545700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -545704.250000 Penalty: 4159.089355
	Iteration 49Q: 3 clusters Score -545704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -545707.187500 Penalty: 4159.089355
	Iteration 50Q: 3 clusters Score -545707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -545711.937500 Penalty: 4159.089355
	Iteration 51Q: 3 clusters Score -545711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -545717.187500 Penalty: 4159.089355
	Iteration 52Q: 3 clusters Score -545717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -545720.062500 Penalty: 4159.089355
	Iteration 53Q: 3 clusters Score -545720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -545722.812500 Penalty: 4159.089355
	Iteration 54Q: 3 clusters Score -545722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -545722.375000 Penalty: 4159.089355
	Iteration 55Q: 3 clusters Score -545722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -545724.250000 Penalty: 4159.089355
	Iteration 56Q: 3 clusters Score -545724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -545726.562500 Penalty: 4159.089355
	Iteration 57Q: 3 clusters Score -545726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -545726.562500 Penalty: 4159.089355
	Iteration 58F: 3 clusters Score -545726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Entering Unmasked Estep 
Score: -8114653.000000 Penalty: 2750.275635
	Iteration 0F: 2 clusters Score -8114653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -8070632.500000 Penalty: 5500.551270
	Iteration 0F: 3 clusters Score -8070632 nChanged 30821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -8089473.500000 Penalty: 5500.551270
	Iteration 1F: 3 clusters Score -8089474 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -8093314.000000 Penalty: 5500.551270
	Iteration 2F: 3 clusters Score -8093314 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -8098293.500000 Penalty: 5500.551270
	Iteration 3F: 3 clusters Score -8098294 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -8103160.000000 Penalty: 5500.551270
	Iteration 4F: 3 clusters Score -8103160 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -8107124.500000 Penalty: 5500.551270
	Iteration 5F: 3 clusters Score -8107124 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8110111.000000 Penalty: 5500.551270
	Iteration 6F: 3 clusters Score -8110111 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -8113005.000000 Penalty: 5500.551270
	Iteration 7Q: 3 clusters Score -8113005 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -8115938.000000 Penalty: 5500.551270
	Iteration 8Q: 3 clusters Score -8115938 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -8117161.000000 Penalty: 5500.551270
	Iteration 9Q: 3 clusters Score -8117161 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8117557.000000 Penalty: 5500.551270
	Iteration 10Q: 3 clusters Score -8117557 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8117728.000000 Penalty: 5500.551270
	Iteration 11Q: 3 clusters Score -8117728 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8117841.500000 Penalty: 5500.551270
	Iteration 12Q: 3 clusters Score -8117842 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8117911.500000 Penalty: 5500.551270
	Iteration 13Q: 3 clusters Score -8117912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8117924.000000 Penalty: 5500.551270
	Iteration 14Q: 3 clusters Score -8117924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8117951.500000 Penalty: 5500.551270
	Iteration 15Q: 3 clusters Score -8117952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -8118000.500000 Penalty: 5500.551270
	Iteration 16Q: 3 clusters Score -8118000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8118006.500000 Penalty: 5500.551270
	Iteration 17Q: 3 clusters Score -8118006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8117999.000000 Penalty: 5500.551270
	Iteration 18Q: 3 clusters Score -8117999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8118011.000000 Penalty: 5500.551270
	Iteration 19Q: 3 clusters Score -8118011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8118010.500000 Penalty: 5500.551270
	Iteration 20F: 3 clusters Score -8118010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8118012.500000 Penalty: 5500.551270
	Iteration 21Q: 3 clusters Score -8118012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8118026.500000 Penalty: 5500.551270
	Iteration 22Q: 3 clusters Score -8118026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8118025.500000 Penalty: 5500.551270
	Iteration 23Q: 3 clusters Score -8118026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8118041.000000 Penalty: 5500.551270
	Iteration 24Q: 3 clusters Score -8118041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8118040.000000 Penalty: 5500.551270
	Iteration 25Q: 3 clusters Score -8118040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8118039.500000 Penalty: 5500.551270
	Iteration 26Q: 3 clusters Score -8118040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8118038.000000 Penalty: 5500.551270
	Iteration 27Q: 3 clusters Score -8118038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8118033.000000 Penalty: 5500.551270
	Iteration 28Q: 3 clusters Score -8118033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8118038.000000 Penalty: 5500.551270
	Iteration 29Q: 3 clusters Score -8118038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8118033.000000 Penalty: 5500.551270
	Iteration 30Q: 3 clusters Score -8118033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8118032.000000 Penalty: 5500.551270
	Iteration 31Q: 3 clusters Score -8118032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8118033.500000 Penalty: 5500.551270
	Iteration 32Q: 3 clusters Score -8118034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8118033.500000 Penalty: 5500.551270
	Iteration 33F: 3 clusters Score -8118034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 212447 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 6 contains 62260 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 94069 members 
Mstep: Class 12 contains 218491 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179062 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 171467 members 
Mstep: Class 21 contains 116097 members 
Mstep: Class 22 contains 92916 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
Score: -149692000.000000 Penalty: 55510.718750
Splitting cluster 6 changes total score from -149690096.000000 to -149692000.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -131417.578125 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -131417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129438.257812 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -129438.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -130698.062500 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -130698.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -131927.875000 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -131927.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132661.250000 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -132661.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -132814.500000 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -132814.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132938.484375 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -132938.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133206.718750 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -133206.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133632.031250 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -133632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133727.015625 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -133727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133754.734375 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -133754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133796.156250 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -133796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133827.281250 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -133827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -133864.796875 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -133864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133944.656250 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -133944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134084.125000 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -134084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134151.578125 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -134151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134157.984375 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -134158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134159.875000 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -134159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134159.875000 Penalty: 3553.701416
	Iteration 18F: 3 clusters Score -134159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 212447 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 62260 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94069 members 
Mstep: Class 12 contains 218491 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 17 contains 619 members 
Mstep: Class 18 contains 179062 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 171467 members 
Mstep: Class 21 contains 116097 members 
Mstep: Class 22 contains 92916 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
Score: -149693136.000000 Penalty: 58980.136719
Splitting cluster 9 changes total score from -149690096.000000 to -149693136.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (94069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Entering Unmasked Estep 
Score: -12167002.000000 Penalty: 2840.042480
	Iteration 0F: 2 clusters Score -1.2167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -12103670.000000 Penalty: 5680.084961
	Iteration 0F: 3 clusters Score -1.210367e+07 nChanged 44479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -12128759.000000 Penalty: 5680.084961
	Iteration 1F: 3 clusters Score -1.212876e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -12129460.000000 Penalty: 5680.084961
	Iteration 2Q: 3 clusters Score -1.212946e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -12130100.000000 Penalty: 5680.084961
	Iteration 3Q: 3 clusters Score -1.21301e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -12130830.000000 Penalty: 5680.084961
	Iteration 4Q: 3 clusters Score -1.213083e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -12131519.000000 Penalty: 5680.084961
	Iteration 5Q: 3 clusters Score -1.213152e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -12132152.000000 Penalty: 5680.084961
	Iteration 6Q: 3 clusters Score -1.213215e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -12133025.000000 Penalty: 5680.084961
	Iteration 7Q: 3 clusters Score -1.213302e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -12134408.000000 Penalty: 5680.084961
	Iteration 8Q: 3 clusters Score -1.213441e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -12136672.000000 Penalty: 5680.084961
	Iteration 9Q: 3 clusters Score -1.213667e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -12140407.000000 Penalty: 5680.084961
	Iteration 10F: 3 clusters Score -1.214041e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -12145439.000000 Penalty: 5680.084961
	Iteration 11F: 3 clusters Score -1.214544e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -12151380.000000 Penalty: 5680.084961
	Iteration 12F: 3 clusters Score -1.215138e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -12156435.000000 Penalty: 5680.084961
	Iteration 13F: 3 clusters Score -1.215644e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -12159843.000000 Penalty: 5680.084961
	Iteration 14Q: 3 clusters Score -1.215984e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -12161597.000000 Penalty: 5680.084961
	Iteration 15Q: 3 clusters Score -1.21616e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -12162416.000000 Penalty: 5680.084961
	Iteration 16Q: 3 clusters Score -1.216242e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -12162865.000000 Penalty: 5680.084961
	Iteration 17Q: 3 clusters Score -1.216286e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -12163217.000000 Penalty: 5680.084961
	Iteration 18Q: 3 clusters Score -1.216322e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -12163430.000000 Penalty: 5680.084961
	Iteration 19Q: 3 clusters Score -1.216343e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -12163636.000000 Penalty: 5680.084961
	Iteration 20F: 3 clusters Score -1.216364e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89093 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -12163728.000000 Penalty: 5680.084961
	Iteration 21Q: 3 clusters Score -1.216373e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -12163904.000000 Penalty: 5680.084961
	Iteration 22Q: 3 clusters Score -1.21639e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -12163968.000000 Penalty: 5680.084961
	Iteration 23Q: 3 clusters Score -1.216397e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -12164078.000000 Penalty: 5680.084961
	Iteration 24Q: 3 clusters Score -1.216408e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -12164138.000000 Penalty: 5680.084961
	Iteration 25Q: 3 clusters Score -1.216414e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -12164181.000000 Penalty: 5680.084961
	Iteration 26Q: 3 clusters Score -1.216418e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -12164204.000000 Penalty: 5680.084961
	Iteration 27Q: 3 clusters Score -1.21642e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -12164236.000000 Penalty: 5680.084961
	Iteration 28Q: 3 clusters Score -1.216424e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90852 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -12164286.000000 Penalty: 5680.084961
	Iteration 29Q: 3 clusters Score -1.216429e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -12164312.000000 Penalty: 5680.084961
	Iteration 30Q: 3 clusters Score -1.216431e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -12164357.000000 Penalty: 5680.084961
	Iteration 31Q: 3 clusters Score -1.216436e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -12164401.000000 Penalty: 5680.084961
	Iteration 32Q: 3 clusters Score -1.21644e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -12164422.000000 Penalty: 5680.084961
	Iteration 33Q: 3 clusters Score -1.216442e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -12164442.000000 Penalty: 5680.084961
	Iteration 34Q: 3 clusters Score -1.216444e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91518 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -12164477.000000 Penalty: 5680.084961
	Iteration 35Q: 3 clusters Score -1.216448e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -12164475.000000 Penalty: 5680.084961
	Iteration 36Q: 3 clusters Score -1.216448e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91702 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12164512.000000 Penalty: 5680.084961
	Iteration 37Q: 3 clusters Score -1.216451e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12164503.000000 Penalty: 5680.084961
	Iteration 38Q: 3 clusters Score -1.21645e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12164507.000000 Penalty: 5680.084961
	Iteration 39Q: 3 clusters Score -1.216451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -12164540.000000 Penalty: 5680.084961
	Iteration 40F: 3 clusters Score -1.216454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -12164556.000000 Penalty: 5680.084961
	Iteration 41Q: 3 clusters Score -1.216456e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -12164577.000000 Penalty: 5680.084961
	Iteration 42Q: 3 clusters Score -1.216458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -12164586.000000 Penalty: 5680.084961
	Iteration 43Q: 3 clusters Score -1.216459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -12164612.000000 Penalty: 5680.084961
	Iteration 44Q: 3 clusters Score -1.216461e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -12164627.000000 Penalty: 5680.084961
	Iteration 45Q: 3 clusters Score -1.216463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -12164641.000000 Penalty: 5680.084961
	Iteration 46Q: 3 clusters Score -1.216464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -12164654.000000 Penalty: 5680.084961
	Iteration 47Q: 3 clusters Score -1.216465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12164654.000000 Penalty: 5680.084961
	Iteration 48Q: 3 clusters Score -1.216465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12164670.000000 Penalty: 5680.084961
	Iteration 49Q: 3 clusters Score -1.216467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12164672.000000 Penalty: 5680.084961
	Iteration 50Q: 3 clusters Score -1.216467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -12164703.000000 Penalty: 5680.084961
	Iteration 51Q: 3 clusters Score -1.21647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12164712.000000 Penalty: 5680.084961
	Iteration 52Q: 3 clusters Score -1.216471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92289 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12164707.000000 Penalty: 5680.084961
	Iteration 53Q: 3 clusters Score -1.216471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12164706.000000 Penalty: 5680.084961
	Iteration 54Q: 3 clusters Score -1.216471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12164717.000000 Penalty: 5680.084961
	Iteration 55Q: 3 clusters Score -1.216472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -12164713.000000 Penalty: 5680.084961
	Iteration 56Q: 3 clusters Score -1.216471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12164713.000000 Penalty: 5680.084961
	Iteration 57Q: 3 clusters Score -1.216471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12164713.000000 Penalty: 5680.084961
	Iteration 58Q: 3 clusters Score -1.216471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12164725.000000 Penalty: 5680.084961
	Iteration 59Q: 3 clusters Score -1.216472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12164716.000000 Penalty: 5680.084961
	Iteration 60F: 3 clusters Score -1.216472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92342 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12164724.000000 Penalty: 5680.084961
	Iteration 61Q: 3 clusters Score -1.216472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12164707.000000 Penalty: 5680.084961
	Iteration 62Q: 3 clusters Score -1.216471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12164707.000000 Penalty: 5680.084961
	Iteration 63Q: 3 clusters Score -1.216471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -12164720.000000 Penalty: 5680.084961
	Iteration 64Q: 3 clusters Score -1.216472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -12164713.000000 Penalty: 5680.084961
	Iteration 65Q: 3 clusters Score -1.216471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12164738.000000 Penalty: 5680.084961
	Iteration 66Q: 3 clusters Score -1.216474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12164736.000000 Penalty: 5680.084961
	Iteration 67Q: 3 clusters Score -1.216474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12164725.000000 Penalty: 5680.084961
	Iteration 68Q: 3 clusters Score -1.216472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12164730.000000 Penalty: 5680.084961
	Iteration 69Q: 3 clusters Score -1.216473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12164730.000000 Penalty: 5680.084961
	Iteration 70F: 3 clusters Score -1.216473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (218491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218491 members 
Entering Unmasked Estep 
Score: -27863730.000000 Penalty: 3049.036133
	Iteration 0F: 2 clusters Score -2.786373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 108562 members 
Entering Unmasked Estep 
Score: -27722072.000000 Penalty: 6098.072266
	Iteration 0F: 3 clusters Score -2.772207e+07 nChanged 105176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123999 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -27785672.000000 Penalty: 6098.072266
	Iteration 1F: 3 clusters Score -2.778567e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -27789042.000000 Penalty: 6098.072266
	Iteration 2Q: 3 clusters Score -2.778904e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145576 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -27796150.000000 Penalty: 6098.072266
	Iteration 3F: 3 clusters Score -2.779615e+07 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -27810190.000000 Penalty: 6098.072266
	Iteration 4F: 3 clusters Score -2.781019e+07 nChanged 21917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185813 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -27831264.000000 Penalty: 6098.072266
	Iteration 5F: 3 clusters Score -2.783126e+07 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205355 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -27850002.000000 Penalty: 6098.072266
	Iteration 6F: 3 clusters Score -2.785e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215035 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -27858240.000000 Penalty: 6098.072266
	Iteration 7Q: 3 clusters Score -2.785824e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217664 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -27860240.000000 Penalty: 6098.072266
	Iteration 8Q: 3 clusters Score -2.786024e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27860712.000000 Penalty: 6098.072266
	Iteration 9Q: 3 clusters Score -2.786071e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218272 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27860864.000000 Penalty: 6098.072266
	Iteration 10Q: 3 clusters Score -2.786086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218300 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27860908.000000 Penalty: 6098.072266
	Iteration 11Q: 3 clusters Score -2.786091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218307 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27860936.000000 Penalty: 6098.072266
	Iteration 12Q: 3 clusters Score -2.786094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218311 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27860938.000000 Penalty: 6098.072266
	Iteration 13Q: 3 clusters Score -2.786094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218311 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27860942.000000 Penalty: 6098.072266
	Iteration 14Q: 3 clusters Score -2.786094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27860952.000000 Penalty: 6098.072266
	Iteration 15Q: 3 clusters Score -2.786095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27860952.000000 Penalty: 6098.072266
	Iteration 16Q: 3 clusters Score -2.786095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27860964.000000 Penalty: 6098.072266
	Iteration 17Q: 3 clusters Score -2.786096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27860980.000000 Penalty: 6098.072266
	Iteration 18Q: 3 clusters Score -2.786098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27860982.000000 Penalty: 6098.072266
	Iteration 19Q: 3 clusters Score -2.786098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27860986.000000 Penalty: 6098.072266
	Iteration 20F: 3 clusters Score -2.786099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27860984.000000 Penalty: 6098.072266
	Iteration 21Q: 3 clusters Score -2.786098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27860984.000000 Penalty: 6098.072266
	Iteration 22F: 3 clusters Score -2.786098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Entering Unmasked Estep 
Score: -3897466.250000 Penalty: 2557.988525
	Iteration 0F: 2 clusters Score -3897466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3876859.750000 Penalty: 5115.977051
	Iteration 0F: 3 clusters Score -3876860 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3884186.500000 Penalty: 5115.977051
	Iteration 1F: 3 clusters Score -3884186 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3884612.750000 Penalty: 5115.977051
	Iteration 2Q: 3 clusters Score -3884613 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3885092.250000 Penalty: 5115.977051
	Iteration 3Q: 3 clusters Score -3885092 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3885687.250000 Penalty: 5115.977051
	Iteration 4Q: 3 clusters Score -3885687 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3886470.500000 Penalty: 5115.977051
	Iteration 5F: 3 clusters Score -3886470 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3887538.750000 Penalty: 5115.977051
	Iteration 6F: 3 clusters Score -3887539 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3888918.250000 Penalty: 5115.977051
	Iteration 7F: 3 clusters Score -3888918 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3890539.000000 Penalty: 5115.977051
	Iteration 8F: 3 clusters Score -3890539 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3892224.750000 Penalty: 5115.977051
	Iteration 9F: 3 clusters Score -3892225 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3893598.000000 Penalty: 5115.977051
	Iteration 10Q: 3 clusters Score -3893598 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3894407.500000 Penalty: 5115.977051
	Iteration 11Q: 3 clusters Score -3894408 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3894791.750000 Penalty: 5115.977051
	Iteration 12Q: 3 clusters Score -3894792 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3894992.250000 Penalty: 5115.977051
	Iteration 13Q: 3 clusters Score -3894992 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3895093.250000 Penalty: 5115.977051
	Iteration 14Q: 3 clusters Score -3895093 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3895157.500000 Penalty: 5115.977051
	Iteration 15Q: 3 clusters Score -3895158 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3895207.750000 Penalty: 5115.977051
	Iteration 16Q: 3 clusters Score -3895208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3895251.750000 Penalty: 5115.977051
	Iteration 17Q: 3 clusters Score -3895252 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3895286.750000 Penalty: 5115.977051
	Iteration 18Q: 3 clusters Score -3895287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3895329.250000 Penalty: 5115.977051
	Iteration 19Q: 3 clusters Score -3895329 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3895348.750000 Penalty: 5115.977051
	Iteration 20F: 3 clusters Score -3895349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3895390.250000 Penalty: 5115.977051
	Iteration 21Q: 3 clusters Score -3895390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3895420.250000 Penalty: 5115.977051
	Iteration 22Q: 3 clusters Score -3895420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3895435.750000 Penalty: 5115.977051
	Iteration 23Q: 3 clusters Score -3895436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3895446.750000 Penalty: 5115.977051
	Iteration 24Q: 3 clusters Score -3895447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3895475.750000 Penalty: 5115.977051
	Iteration 25Q: 3 clusters Score -3895476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3895497.750000 Penalty: 5115.977051
	Iteration 26Q: 3 clusters Score -3895498 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3895517.500000 Penalty: 5115.977051
	Iteration 27Q: 3 clusters Score -3895518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3895534.500000 Penalty: 5115.977051
	Iteration 28Q: 3 clusters Score -3895534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3895542.750000 Penalty: 5115.977051
	Iteration 29Q: 3 clusters Score -3895543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3895558.500000 Penalty: 5115.977051
	Iteration 30Q: 3 clusters Score -3895558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3895578.250000 Penalty: 5115.977051
	Iteration 31Q: 3 clusters Score -3895578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3895586.750000 Penalty: 5115.977051
	Iteration 32Q: 3 clusters Score -3895587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3895598.250000 Penalty: 5115.977051
	Iteration 33Q: 3 clusters Score -3895598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3895608.500000 Penalty: 5115.977051
	Iteration 34Q: 3 clusters Score -3895608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3895609.250000 Penalty: 5115.977051
	Iteration 35Q: 3 clusters Score -3895609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3895603.250000 Penalty: 5115.977051
	Iteration 36Q: 3 clusters Score -3895603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3895603.250000 Penalty: 5115.977051
	Iteration 37Q: 3 clusters Score -3895603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3895610.000000 Penalty: 5115.977051
	Iteration 38Q: 3 clusters Score -3895610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3895610.000000 Penalty: 5115.977051
	Iteration 39Q: 3 clusters Score -3895610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3895613.000000 Penalty: 5115.977051
	Iteration 40F: 3 clusters Score -3895613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3895619.000000 Penalty: 5115.977051
	Iteration 41Q: 3 clusters Score -3895619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3895629.500000 Penalty: 5115.977051
	Iteration 42Q: 3 clusters Score -3895630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3895628.500000 Penalty: 5115.977051
	Iteration 43Q: 3 clusters Score -3895628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3895629.750000 Penalty: 5115.977051
	Iteration 44Q: 3 clusters Score -3895630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3895636.000000 Penalty: 5115.977051
	Iteration 45Q: 3 clusters Score -3895636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3895629.500000 Penalty: 5115.977051
	Iteration 46Q: 3 clusters Score -3895630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3895638.250000 Penalty: 5115.977051
	Iteration 47Q: 3 clusters Score -3895638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3895647.000000 Penalty: 5115.977051
	Iteration 48Q: 3 clusters Score -3895647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3895647.750000 Penalty: 5115.977051
	Iteration 49Q: 3 clusters Score -3895648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3895653.750000 Penalty: 5115.977051
	Iteration 50Q: 3 clusters Score -3895654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3895654.250000 Penalty: 5115.977051
	Iteration 51Q: 3 clusters Score -3895654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3895650.500000 Penalty: 5115.977051
	Iteration 52Q: 3 clusters Score -3895650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3895650.500000 Penalty: 5115.977051
	Iteration 53F: 3 clusters Score -3895650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -67683.820312 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -67683.82 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 298 members 
Entering Unmasked Estep 
Score: -66101.656250 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -66101.66 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66459.867188 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -66459.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66744.148438 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -66744.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67195.390625 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -67195.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67612.710938 Penalty: 3188.340332
	Iteration 4F: 3 clusters Score -67612.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67973.125000 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -67973.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68121.867188 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -68121.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68138.734375 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -68138.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68142.671875 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -68142.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68142.671875 Penalty: 3188.340332
	Iteration 9F: 3 clusters Score -68142.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 212447 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 62260 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94069 members 
Mstep: Class 12 contains 218491 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 17 contains 339 members 
Mstep: Class 18 contains 179062 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 171467 members 
Mstep: Class 21 contains 116097 members 
Mstep: Class 22 contains 92916 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
Score: -149691648.000000 Penalty: 62449.558594
Splitting cluster 17 changes total score from -149690096.000000 to -149691648.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (179062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179062 members 
Entering Unmasked Estep 
Score: -22964380.000000 Penalty: 2999.680908
	Iteration 0F: 2 clusters Score -2.296438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -22846596.000000 Penalty: 5999.361816
	Iteration 0F: 3 clusters Score -2.28466e+07 nChanged 85918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -22896750.000000 Penalty: 5999.361816
	Iteration 1F: 3 clusters Score -2.289675e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -22897856.000000 Penalty: 5999.361816
	Iteration 2Q: 3 clusters Score -2.289786e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -22899270.000000 Penalty: 5999.361816
	Iteration 3Q: 3 clusters Score -2.289927e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82957 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -22901350.000000 Penalty: 5999.361816
	Iteration 4Q: 3 clusters Score -2.290135e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -22904396.000000 Penalty: 5999.361816
	Iteration 5Q: 3 clusters Score -2.29044e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -22909144.000000 Penalty: 5999.361816
	Iteration 6Q: 3 clusters Score -2.290914e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 109414 members 
Entering Unmasked Estep 
Score: -22916226.000000 Penalty: 5999.361816
	Iteration 7F: 3 clusters Score -2.291623e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -22925168.000000 Penalty: 5999.361816
	Iteration 8F: 3 clusters Score -2.292517e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -22933324.000000 Penalty: 5999.361816
	Iteration 9F: 3 clusters Score -2.293332e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 123658 members 
Entering Unmasked Estep 
Score: -22938234.000000 Penalty: 5999.361816
	Iteration 10Q: 3 clusters Score -2.293823e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 126543 members 
Entering Unmasked Estep 
Score: -22940292.000000 Penalty: 5999.361816
	Iteration 11Q: 3 clusters Score -2.294029e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -22941440.000000 Penalty: 5999.361816
	Iteration 12Q: 3 clusters Score -2.294144e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 131899 members 
Entering Unmasked Estep 
Score: -22942478.000000 Penalty: 5999.361816
	Iteration 13Q: 3 clusters Score -2.294248e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -22943478.000000 Penalty: 5999.361816
	Iteration 14Q: 3 clusters Score -2.294348e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -22944464.000000 Penalty: 5999.361816
	Iteration 15Q: 3 clusters Score -2.294446e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 140370 members 
Entering Unmasked Estep 
Score: -22945580.000000 Penalty: 5999.361816
	Iteration 16Q: 3 clusters Score -2.294558e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 143353 members 
Entering Unmasked Estep 
Score: -22946748.000000 Penalty: 5999.361816
	Iteration 17Q: 3 clusters Score -2.294675e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 146377 members 
Entering Unmasked Estep 
Score: -22948004.000000 Penalty: 5999.361816
	Iteration 18Q: 3 clusters Score -2.2948e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 149398 members 
Entering Unmasked Estep 
Score: -22949382.000000 Penalty: 5999.361816
	Iteration 19Q: 3 clusters Score -2.294938e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 152420 members 
Entering Unmasked Estep 
Score: -22950596.000000 Penalty: 5999.361816
	Iteration 20F: 3 clusters Score -2.29506e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 155347 members 
Entering Unmasked Estep 
Score: -22952058.000000 Penalty: 5999.361816
	Iteration 21Q: 3 clusters Score -2.295206e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -22953374.000000 Penalty: 5999.361816
	Iteration 22Q: 3 clusters Score -2.295337e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 161026 members 
Entering Unmasked Estep 
Score: -22954738.000000 Penalty: 5999.361816
	Iteration 23Q: 3 clusters Score -2.295474e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -22955872.000000 Penalty: 5999.361816
	Iteration 24Q: 3 clusters Score -2.295587e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -22957006.000000 Penalty: 5999.361816
	Iteration 25Q: 3 clusters Score -2.295701e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -22957966.000000 Penalty: 5999.361816
	Iteration 26Q: 3 clusters Score -2.295797e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -22958770.000000 Penalty: 5999.361816
	Iteration 27Q: 3 clusters Score -2.295877e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -22959572.000000 Penalty: 5999.361816
	Iteration 28Q: 3 clusters Score -2.295957e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 172885 members 
Entering Unmasked Estep 
Score: -22960128.000000 Penalty: 5999.361816
	Iteration 29Q: 3 clusters Score -2.296013e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 173983 members 
Entering Unmasked Estep 
Score: -22960556.000000 Penalty: 5999.361816
	Iteration 30Q: 3 clusters Score -2.296056e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -22960864.000000 Penalty: 5999.361816
	Iteration 31Q: 3 clusters Score -2.296086e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -22961146.000000 Penalty: 5999.361816
	Iteration 32Q: 3 clusters Score -2.296115e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 176067 members 
Entering Unmasked Estep 
Score: -22961286.000000 Penalty: 5999.361816
	Iteration 33Q: 3 clusters Score -2.296129e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 176516 members 
Entering Unmasked Estep 
Score: -22961452.000000 Penalty: 5999.361816
	Iteration 34Q: 3 clusters Score -2.296145e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -22961572.000000 Penalty: 5999.361816
	Iteration 35Q: 3 clusters Score -2.296157e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -22961716.000000 Penalty: 5999.361816
	Iteration 36Q: 3 clusters Score -2.296172e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 177312 members 
Entering Unmasked Estep 
Score: -22961794.000000 Penalty: 5999.361816
	Iteration 37Q: 3 clusters Score -2.296179e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -22961858.000000 Penalty: 5999.361816
	Iteration 38Q: 3 clusters Score -2.296186e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 177541 members 
Entering Unmasked Estep 
Score: -22961892.000000 Penalty: 5999.361816
	Iteration 39Q: 3 clusters Score -2.296189e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -22961900.000000 Penalty: 5999.361816
	Iteration 40F: 3 clusters Score -2.29619e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 177697 members 
Entering Unmasked Estep 
Score: -22961912.000000 Penalty: 5999.361816
	Iteration 41Q: 3 clusters Score -2.296191e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 177752 members 
Entering Unmasked Estep 
Score: -22961934.000000 Penalty: 5999.361816
	Iteration 42Q: 3 clusters Score -2.296193e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 177797 members 
Entering Unmasked Estep 
Score: -22961960.000000 Penalty: 5999.361816
	Iteration 43Q: 3 clusters Score -2.296196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 177836 members 
Entering Unmasked Estep 
Score: -22961972.000000 Penalty: 5999.361816
	Iteration 44Q: 3 clusters Score -2.296197e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -22962014.000000 Penalty: 5999.361816
	Iteration 45Q: 3 clusters Score -2.296201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 177907 members 
Entering Unmasked Estep 
Score: -22962024.000000 Penalty: 5999.361816
	Iteration 46Q: 3 clusters Score -2.296202e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 177935 members 
Entering Unmasked Estep 
Score: -22962032.000000 Penalty: 5999.361816
	Iteration 47Q: 3 clusters Score -2.296203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -22962020.000000 Penalty: 5999.361816
	Iteration 48Q: 3 clusters Score -2.296202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 177983 members 
Entering Unmasked Estep 
Score: -22962030.000000 Penalty: 5999.361816
	Iteration 49Q: 3 clusters Score -2.296203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 178007 members 
Entering Unmasked Estep 
Score: -22962024.000000 Penalty: 5999.361816
	Iteration 50Q: 3 clusters Score -2.296202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 178021 members 
Entering Unmasked Estep 
Score: -22962030.000000 Penalty: 5999.361816
	Iteration 51Q: 3 clusters Score -2.296203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 178027 members 
Entering Unmasked Estep 
Score: -22962024.000000 Penalty: 5999.361816
	Iteration 52Q: 3 clusters Score -2.296202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 178039 members 
Entering Unmasked Estep 
Score: -22962030.000000 Penalty: 5999.361816
	Iteration 53Q: 3 clusters Score -2.296203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 178050 members 
Entering Unmasked Estep 
Score: -22962016.000000 Penalty: 5999.361816
	Iteration 54Q: 3 clusters Score -2.296202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -22962026.000000 Penalty: 5999.361816
	Iteration 55Q: 3 clusters Score -2.296203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 178066 members 
Entering Unmasked Estep 
Score: -22962034.000000 Penalty: 5999.361816
	Iteration 56Q: 3 clusters Score -2.296203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 178070 members 
Entering Unmasked Estep 
Score: -22962034.000000 Penalty: 5999.361816
	Iteration 57Q: 3 clusters Score -2.296203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 178071 members 
Entering Unmasked Estep 
Score: -22962038.000000 Penalty: 5999.361816
	Iteration 58Q: 3 clusters Score -2.296204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 178074 members 
Entering Unmasked Estep 
Score: -22962030.000000 Penalty: 5999.361816
	Iteration 59Q: 3 clusters Score -2.296203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 178078 members 
Entering Unmasked Estep 
Score: -22962036.000000 Penalty: 5999.361816
	Iteration 60F: 3 clusters Score -2.296204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 178080 members 
Entering Unmasked Estep 
Score: -22962034.000000 Penalty: 5999.361816
	Iteration 61Q: 3 clusters Score -2.296203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -22962034.000000 Penalty: 5999.361816
	Iteration 62Q: 3 clusters Score -2.296203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 178093 members 
Entering Unmasked Estep 
Score: -22962040.000000 Penalty: 5999.361816
	Iteration 63Q: 3 clusters Score -2.296204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 178101 members 
Entering Unmasked Estep 
Score: -22962052.000000 Penalty: 5999.361816
	Iteration 64Q: 3 clusters Score -2.296205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 178113 members 
Entering Unmasked Estep 
Score: -22962062.000000 Penalty: 5999.361816
	Iteration 65Q: 3 clusters Score -2.296206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 178120 members 
Entering Unmasked Estep 
Score: -22962036.000000 Penalty: 5999.361816
	Iteration 66Q: 3 clusters Score -2.296204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 178127 members 
Entering Unmasked Estep 
Score: -22962052.000000 Penalty: 5999.361816
	Iteration 67Q: 3 clusters Score -2.296205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 178130 members 
Entering Unmasked Estep 
Score: -22962052.000000 Penalty: 5999.361816
	Iteration 68Q: 3 clusters Score -2.296205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 178132 members 
Entering Unmasked Estep 
Score: -22962040.000000 Penalty: 5999.361816
	Iteration 69Q: 3 clusters Score -2.296204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -22962048.000000 Penalty: 5999.361816
	Iteration 70Q: 3 clusters Score -2.296205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -22962046.000000 Penalty: 5999.361816
	Iteration 71Q: 3 clusters Score -2.296205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -22962046.000000 Penalty: 5999.361816
	Iteration 72F: 3 clusters Score -2.296205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -230742.781250 Penalty: 1877.597778
	Iteration 0F: 2 clusters Score -230742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228171.437500 Penalty: 3755.195557
	Iteration 0F: 3 clusters Score -228171.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -228624.015625 Penalty: 3755.195557
	Iteration 1F: 3 clusters Score -228624 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -228753.937500 Penalty: 3755.195557
	Iteration 2F: 3 clusters Score -228753.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -228814.437500 Penalty: 3755.195557
	Iteration 3Q: 3 clusters Score -228814.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -228848.187500 Penalty: 3755.195557
	Iteration 4Q: 3 clusters Score -228848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -228874.218750 Penalty: 3755.195557
	Iteration 5Q: 3 clusters Score -228874.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -228902.328125 Penalty: 3755.195557
	Iteration 6Q: 3 clusters Score -228902.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -228928.875000 Penalty: 3755.195557
	Iteration 7Q: 3 clusters Score -228928.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -228950.406250 Penalty: 3755.195557
	Iteration 8Q: 3 clusters Score -228950.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -228972.296875 Penalty: 3755.195557
	Iteration 9Q: 3 clusters Score -228972.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228987.687500 Penalty: 3755.195557
	Iteration 10Q: 3 clusters Score -228987.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -228998.031250 Penalty: 3755.195557
	Iteration 11Q: 3 clusters Score -228998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229007.250000 Penalty: 3755.195557
	Iteration 12Q: 3 clusters Score -229007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -229015.875000 Penalty: 3755.195557
	Iteration 13Q: 3 clusters Score -229015.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -229026.937500 Penalty: 3755.195557
	Iteration 14Q: 3 clusters Score -229026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -229033.812500 Penalty: 3755.195557
	Iteration 15Q: 3 clusters Score -229033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229039.921875 Penalty: 3755.195557
	Iteration 16Q: 3 clusters Score -229039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -229047.453125 Penalty: 3755.195557
	Iteration 17Q: 3 clusters Score -229047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -229055.421875 Penalty: 3755.195557
	Iteration 18Q: 3 clusters Score -229055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -229058.734375 Penalty: 3755.195557
	Iteration 19Q: 3 clusters Score -229058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -229060.953125 Penalty: 3755.195557
	Iteration 20F: 3 clusters Score -229061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229064.359375 Penalty: 3755.195557
	Iteration 21Q: 3 clusters Score -229064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -229069.625000 Penalty: 3755.195557
	Iteration 22Q: 3 clusters Score -229069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -229075.062500 Penalty: 3755.195557
	Iteration 23Q: 3 clusters Score -229075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -229081.968750 Penalty: 3755.195557
	Iteration 24Q: 3 clusters Score -229082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -229086.281250 Penalty: 3755.195557
	Iteration 25Q: 3 clusters Score -229086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -229088.953125 Penalty: 3755.195557
	Iteration 26Q: 3 clusters Score -229089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -229090.000000 Penalty: 3755.195557
	Iteration 27Q: 3 clusters Score -229090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -229090.000000 Penalty: 3755.195557
	Iteration 28F: 3 clusters Score -229090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (171467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171467 members 
Entering Unmasked Estep 
Score: -21927172.000000 Penalty: 2988.932129
	Iteration 0F: 2 clusters Score -2.192717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -21813988.000000 Penalty: 5977.864258
	Iteration 0F: 3 clusters Score -2.181399e+07 nChanged 81910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -21861088.000000 Penalty: 5977.864258
	Iteration 1F: 3 clusters Score -2.186109e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Mstep: Class 2 contains 83935 members 
Entering Unmasked Estep 
Score: -21862024.000000 Penalty: 5977.864258
	Iteration 2Q: 3 clusters Score -2.186202e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -21863316.000000 Penalty: 5977.864258
	Iteration 3Q: 3 clusters Score -2.186332e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -21865134.000000 Penalty: 5977.864258
	Iteration 4Q: 3 clusters Score -2.186513e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -21868022.000000 Penalty: 5977.864258
	Iteration 5Q: 3 clusters Score -2.186802e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -21872198.000000 Penalty: 5977.864258
	Iteration 6Q: 3 clusters Score -2.18722e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -21878608.000000 Penalty: 5977.864258
	Iteration 7F: 3 clusters Score -2.187861e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116430 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -21887610.000000 Penalty: 5977.864258
	Iteration 8F: 3 clusters Score -2.188761e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126091 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -21897660.000000 Penalty: 5977.864258
	Iteration 9F: 3 clusters Score -2.189766e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134085 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -21906184.000000 Penalty: 5977.864258
	Iteration 10F: 3 clusters Score -2.190618e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139671 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -21911306.000000 Penalty: 5977.864258
	Iteration 11Q: 3 clusters Score -2.191131e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -21914534.000000 Penalty: 5977.864258
	Iteration 12Q: 3 clusters Score -2.191453e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -21916926.000000 Penalty: 5977.864258
	Iteration 13Q: 3 clusters Score -2.191693e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -21918646.000000 Penalty: 5977.864258
	Iteration 14Q: 3 clusters Score -2.191865e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -21920110.000000 Penalty: 5977.864258
	Iteration 15Q: 3 clusters Score -2.192011e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155250 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -21921070.000000 Penalty: 5977.864258
	Iteration 16Q: 3 clusters Score -2.192107e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -21921882.000000 Penalty: 5977.864258
	Iteration 17Q: 3 clusters Score -2.192188e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158874 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -21922500.000000 Penalty: 5977.864258
	Iteration 18Q: 3 clusters Score -2.19225e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -21923046.000000 Penalty: 5977.864258
	Iteration 19Q: 3 clusters Score -2.192305e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -21923586.000000 Penalty: 5977.864258
	Iteration 20F: 3 clusters Score -2.192359e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -21923930.000000 Penalty: 5977.864258
	Iteration 21Q: 3 clusters Score -2.192393e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -21924296.000000 Penalty: 5977.864258
	Iteration 22Q: 3 clusters Score -2.19243e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -21924540.000000 Penalty: 5977.864258
	Iteration 23Q: 3 clusters Score -2.192454e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -21924722.000000 Penalty: 5977.864258
	Iteration 24Q: 3 clusters Score -2.192472e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -21924830.000000 Penalty: 5977.864258
	Iteration 25Q: 3 clusters Score -2.192483e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166355 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -21924972.000000 Penalty: 5977.864258
	Iteration 26Q: 3 clusters Score -2.192497e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -21925084.000000 Penalty: 5977.864258
	Iteration 27Q: 3 clusters Score -2.192508e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167026 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21925136.000000 Penalty: 5977.864258
	Iteration 28Q: 3 clusters Score -2.192514e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167281 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -21925140.000000 Penalty: 5977.864258
	Iteration 29Q: 3 clusters Score -2.192514e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167486 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -21925174.000000 Penalty: 5977.864258
	Iteration 30Q: 3 clusters Score -2.192517e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -21925270.000000 Penalty: 5977.864258
	Iteration 31Q: 3 clusters Score -2.192527e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -21925234.000000 Penalty: 5977.864258
	Iteration 32Q: 3 clusters Score -2.192523e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21925230.000000 Penalty: 5977.864258
	Iteration 33Q: 3 clusters Score -2.192523e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21925290.000000 Penalty: 5977.864258
	Iteration 34Q: 3 clusters Score -2.192529e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21925264.000000 Penalty: 5977.864258
	Iteration 35Q: 3 clusters Score -2.192526e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -21925228.000000 Penalty: 5977.864258
	Iteration 36Q: 3 clusters Score -2.192523e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -21925206.000000 Penalty: 5977.864258
	Iteration 37Q: 3 clusters Score -2.192521e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -21925212.000000 Penalty: 5977.864258
	Iteration 38Q: 3 clusters Score -2.192521e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -21925220.000000 Penalty: 5977.864258
	Iteration 39Q: 3 clusters Score -2.192522e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -21925244.000000 Penalty: 5977.864258
	Iteration 40F: 3 clusters Score -2.192524e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -21925276.000000 Penalty: 5977.864258
	Iteration 41Q: 3 clusters Score -2.192528e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21925260.000000 Penalty: 5977.864258
	Iteration 42Q: 3 clusters Score -2.192526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21925286.000000 Penalty: 5977.864258
	Iteration 43Q: 3 clusters Score -2.192529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168771 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21925294.000000 Penalty: 5977.864258
	Iteration 44Q: 3 clusters Score -2.192529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21925294.000000 Penalty: 5977.864258
	Iteration 45Q: 3 clusters Score -2.192529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -21925320.000000 Penalty: 5977.864258
	Iteration 46Q: 3 clusters Score -2.192532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21925310.000000 Penalty: 5977.864258
	Iteration 47Q: 3 clusters Score -2.192531e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168878 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -21925304.000000 Penalty: 5977.864258
	Iteration 48Q: 3 clusters Score -2.19253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168900 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -21925280.000000 Penalty: 5977.864258
	Iteration 49Q: 3 clusters Score -2.192528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168919 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21925288.000000 Penalty: 5977.864258
	Iteration 50Q: 3 clusters Score -2.192529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168937 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21925292.000000 Penalty: 5977.864258
	Iteration 51Q: 3 clusters Score -2.192529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21925318.000000 Penalty: 5977.864258
	Iteration 52Q: 3 clusters Score -2.192532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -21925310.000000 Penalty: 5977.864258
	Iteration 53Q: 3 clusters Score -2.192531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -21925298.000000 Penalty: 5977.864258
	Iteration 54Q: 3 clusters Score -2.19253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21925320.000000 Penalty: 5977.864258
	Iteration 55Q: 3 clusters Score -2.192532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -21925320.000000 Penalty: 5977.864258
	Iteration 56Q: 3 clusters Score -2.192532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169015 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -21925334.000000 Penalty: 5977.864258
	Iteration 57Q: 3 clusters Score -2.192533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21925352.000000 Penalty: 5977.864258
	Iteration 58Q: 3 clusters Score -2.192535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21925348.000000 Penalty: 5977.864258
	Iteration 59Q: 3 clusters Score -2.192535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21925344.000000 Penalty: 5977.864258
	Iteration 60F: 3 clusters Score -2.192534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -21925340.000000 Penalty: 5977.864258
	Iteration 61Q: 3 clusters Score -2.192534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169040 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21925330.000000 Penalty: 5977.864258
	Iteration 62Q: 3 clusters Score -2.192533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -21925354.000000 Penalty: 5977.864258
	Iteration 63Q: 3 clusters Score -2.192535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169045 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21925338.000000 Penalty: 5977.864258
	Iteration 64Q: 3 clusters Score -2.192534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -21925348.000000 Penalty: 5977.864258
	Iteration 65Q: 3 clusters Score -2.192535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -21925348.000000 Penalty: 5977.864258
	Iteration 66Q: 3 clusters Score -2.192535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21925348.000000 Penalty: 5977.864258
	Iteration 67Q: 3 clusters Score -2.192535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169051 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -21925354.000000 Penalty: 5977.864258
	Iteration 68Q: 3 clusters Score -2.192535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169053 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -21925358.000000 Penalty: 5977.864258
	Iteration 69Q: 3 clusters Score -2.192536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21925366.000000 Penalty: 5977.864258
	Iteration 70Q: 3 clusters Score -2.192537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -21925354.000000 Penalty: 5977.864258
	Iteration 71Q: 3 clusters Score -2.192535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169063 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21925350.000000 Penalty: 5977.864258
	Iteration 72Q: 3 clusters Score -2.192535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169065 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -21925348.000000 Penalty: 5977.864258
	Iteration 73Q: 3 clusters Score -2.192535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -21925340.000000 Penalty: 5977.864258
	Iteration 74Q: 3 clusters Score -2.192534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169068 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -21925346.000000 Penalty: 5977.864258
	Iteration 75Q: 3 clusters Score -2.192535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21925334.000000 Penalty: 5977.864258
	Iteration 76Q: 3 clusters Score -2.192533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -21925342.000000 Penalty: 5977.864258
	Iteration 77Q: 3 clusters Score -2.192534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169072 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21925330.000000 Penalty: 5977.864258
	Iteration 78Q: 3 clusters Score -2.192533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169072 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21925330.000000 Penalty: 5977.864258
	Iteration 79F: 3 clusters Score -2.192533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (116097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116097 members 
Entering Unmasked Estep 
Score: -14928383.000000 Penalty: 2892.220947
	Iteration 0F: 2 clusters Score -1.492838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -14850927.000000 Penalty: 5784.441895
	Iteration 0F: 3 clusters Score -1.485093e+07 nChanged 55012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -14882751.000000 Penalty: 5784.441895
	Iteration 1F: 3 clusters Score -1.488275e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -14883946.000000 Penalty: 5784.441895
	Iteration 2Q: 3 clusters Score -1.488395e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -14885508.000000 Penalty: 5784.441895
	Iteration 3Q: 3 clusters Score -1.488551e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -14887824.000000 Penalty: 5784.441895
	Iteration 4Q: 3 clusters Score -1.488782e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -14891146.000000 Penalty: 5784.441895
	Iteration 5F: 3 clusters Score -1.489115e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -14895969.000000 Penalty: 5784.441895
	Iteration 6F: 3 clusters Score -1.489597e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -14902060.000000 Penalty: 5784.441895
	Iteration 7F: 3 clusters Score -1.490206e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -14908250.000000 Penalty: 5784.441895
	Iteration 8F: 3 clusters Score -1.490825e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -14912694.000000 Penalty: 5784.441895
	Iteration 9F: 3 clusters Score -1.491269e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -14914609.000000 Penalty: 5784.441895
	Iteration 10Q: 3 clusters Score -1.491461e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -14915529.000000 Penalty: 5784.441895
	Iteration 11Q: 3 clusters Score -1.491553e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -14916218.000000 Penalty: 5784.441895
	Iteration 12Q: 3 clusters Score -1.491622e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -14916936.000000 Penalty: 5784.441895
	Iteration 13Q: 3 clusters Score -1.491694e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -14917567.000000 Penalty: 5784.441895
	Iteration 14Q: 3 clusters Score -1.491757e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -14918289.000000 Penalty: 5784.441895
	Iteration 15Q: 3 clusters Score -1.491829e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -14918990.000000 Penalty: 5784.441895
	Iteration 16Q: 3 clusters Score -1.491899e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -14919861.000000 Penalty: 5784.441895
	Iteration 17Q: 3 clusters Score -1.491986e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -14920558.000000 Penalty: 5784.441895
	Iteration 18Q: 3 clusters Score -1.492056e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -14921232.000000 Penalty: 5784.441895
	Iteration 19Q: 3 clusters Score -1.492123e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -14921820.000000 Penalty: 5784.441895
	Iteration 20F: 3 clusters Score -1.492182e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -14922334.000000 Penalty: 5784.441895
	Iteration 21Q: 3 clusters Score -1.492233e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -14922734.000000 Penalty: 5784.441895
	Iteration 22Q: 3 clusters Score -1.492273e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -14923185.000000 Penalty: 5784.441895
	Iteration 23Q: 3 clusters Score -1.492318e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -14923588.000000 Penalty: 5784.441895
	Iteration 24Q: 3 clusters Score -1.492359e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -14923912.000000 Penalty: 5784.441895
	Iteration 25Q: 3 clusters Score -1.492391e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -14924296.000000 Penalty: 5784.441895
	Iteration 26Q: 3 clusters Score -1.49243e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -14924624.000000 Penalty: 5784.441895
	Iteration 27Q: 3 clusters Score -1.492462e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -14924940.000000 Penalty: 5784.441895
	Iteration 28Q: 3 clusters Score -1.492494e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 107047 members 
Entering Unmasked Estep 
Score: -14925207.000000 Penalty: 5784.441895
	Iteration 29Q: 3 clusters Score -1.492521e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -14925381.000000 Penalty: 5784.441895
	Iteration 30Q: 3 clusters Score -1.492538e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -14925541.000000 Penalty: 5784.441895
	Iteration 31Q: 3 clusters Score -1.492554e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 108878 members 
Entering Unmasked Estep 
Score: -14925689.000000 Penalty: 5784.441895
	Iteration 32Q: 3 clusters Score -1.492569e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -14925809.000000 Penalty: 5784.441895
	Iteration 33Q: 3 clusters Score -1.492581e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 109766 members 
Entering Unmasked Estep 
Score: -14925894.000000 Penalty: 5784.441895
	Iteration 34Q: 3 clusters Score -1.492589e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -14925948.000000 Penalty: 5784.441895
	Iteration 35Q: 3 clusters Score -1.492595e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -14926034.000000 Penalty: 5784.441895
	Iteration 36Q: 3 clusters Score -1.492603e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -14926101.000000 Penalty: 5784.441895
	Iteration 37Q: 3 clusters Score -1.49261e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -14926199.000000 Penalty: 5784.441895
	Iteration 38Q: 3 clusters Score -1.49262e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -14926224.000000 Penalty: 5784.441895
	Iteration 39Q: 3 clusters Score -1.492622e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -14926316.000000 Penalty: 5784.441895
	Iteration 40F: 3 clusters Score -1.492632e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -14926353.000000 Penalty: 5784.441895
	Iteration 41Q: 3 clusters Score -1.492635e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 112001 members 
Entering Unmasked Estep 
Score: -14926377.000000 Penalty: 5784.441895
	Iteration 42Q: 3 clusters Score -1.492638e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 112182 members 
Entering Unmasked Estep 
Score: -14926407.000000 Penalty: 5784.441895
	Iteration 43Q: 3 clusters Score -1.492641e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -14926430.000000 Penalty: 5784.441895
	Iteration 44Q: 3 clusters Score -1.492643e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -14926430.000000 Penalty: 5784.441895
	Iteration 45Q: 3 clusters Score -1.492643e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -14926469.000000 Penalty: 5784.441895
	Iteration 46Q: 3 clusters Score -1.492647e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 112724 members 
Entering Unmasked Estep 
Score: -14926530.000000 Penalty: 5784.441895
	Iteration 47Q: 3 clusters Score -1.492653e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -14926530.000000 Penalty: 5784.441895
	Iteration 48Q: 3 clusters Score -1.492653e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
Score: -14926519.000000 Penalty: 5784.441895
	Iteration 49Q: 3 clusters Score -1.492652e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -14926541.000000 Penalty: 5784.441895
	Iteration 50Q: 3 clusters Score -1.492654e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -14926551.000000 Penalty: 5784.441895
	Iteration 51Q: 3 clusters Score -1.492655e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 113119 members 
Entering Unmasked Estep 
Score: -14926563.000000 Penalty: 5784.441895
	Iteration 52Q: 3 clusters Score -1.492656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -14926559.000000 Penalty: 5784.441895
	Iteration 53Q: 3 clusters Score -1.492656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 113235 members 
Entering Unmasked Estep 
Score: -14926578.000000 Penalty: 5784.441895
	Iteration 54Q: 3 clusters Score -1.492658e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -14926599.000000 Penalty: 5784.441895
	Iteration 55Q: 3 clusters Score -1.49266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 113349 members 
Entering Unmasked Estep 
Score: -14926621.000000 Penalty: 5784.441895
	Iteration 56Q: 3 clusters Score -1.492662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -14926616.000000 Penalty: 5784.441895
	Iteration 57Q: 3 clusters Score -1.492662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -14926619.000000 Penalty: 5784.441895
	Iteration 58Q: 3 clusters Score -1.492662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 113484 members 
Entering Unmasked Estep 
Score: -14926633.000000 Penalty: 5784.441895
	Iteration 59Q: 3 clusters Score -1.492663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -14926629.000000 Penalty: 5784.441895
	Iteration 60F: 3 clusters Score -1.492663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -14926635.000000 Penalty: 5784.441895
	Iteration 61Q: 3 clusters Score -1.492664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 113564 members 
Entering Unmasked Estep 
Score: -14926639.000000 Penalty: 5784.441895
	Iteration 62Q: 3 clusters Score -1.492664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -14926648.000000 Penalty: 5784.441895
	Iteration 63Q: 3 clusters Score -1.492665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -14926652.000000 Penalty: 5784.441895
	Iteration 64Q: 3 clusters Score -1.492665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -14926658.000000 Penalty: 5784.441895
	Iteration 65Q: 3 clusters Score -1.492666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
Score: -14926660.000000 Penalty: 5784.441895
	Iteration 66Q: 3 clusters Score -1.492666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -14926648.000000 Penalty: 5784.441895
	Iteration 67Q: 3 clusters Score -1.492665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -14926654.000000 Penalty: 5784.441895
	Iteration 68Q: 3 clusters Score -1.492665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -14926654.000000 Penalty: 5784.441895
	Iteration 69Q: 3 clusters Score -1.492665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -14926651.000000 Penalty: 5784.441895
	Iteration 70Q: 3 clusters Score -1.492665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -14926648.000000 Penalty: 5784.441895
	Iteration 71Q: 3 clusters Score -1.492665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -14926655.000000 Penalty: 5784.441895
	Iteration 72Q: 3 clusters Score -1.492666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -14926660.000000 Penalty: 5784.441895
	Iteration 73Q: 3 clusters Score -1.492666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -14926655.000000 Penalty: 5784.441895
	Iteration 74Q: 3 clusters Score -1.492666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
Score: -14926670.000000 Penalty: 5784.441895
	Iteration 75Q: 3 clusters Score -1.492667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 113689 members 
Entering Unmasked Estep 
Score: -14926661.000000 Penalty: 5784.441895
	Iteration 76Q: 3 clusters Score -1.492666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -14926668.000000 Penalty: 5784.441895
	Iteration 77Q: 3 clusters Score -1.492667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -14926658.000000 Penalty: 5784.441895
	Iteration 78Q: 3 clusters Score -1.492666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -14926661.000000 Penalty: 5784.441895
	Iteration 79Q: 3 clusters Score -1.492666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -14926668.000000 Penalty: 5784.441895
	Iteration 80F: 3 clusters Score -1.492667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -14926659.000000 Penalty: 5784.441895
	Iteration 81Q: 3 clusters Score -1.492666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -14926660.000000 Penalty: 5784.441895
	Iteration 82Q: 3 clusters Score -1.492666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -14926665.000000 Penalty: 5784.441895
	Iteration 83Q: 3 clusters Score -1.492666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -14926670.000000 Penalty: 5784.441895
	Iteration 84Q: 3 clusters Score -1.492667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -14926659.000000 Penalty: 5784.441895
	Iteration 85Q: 3 clusters Score -1.492666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 113760 members 
Entering Unmasked Estep 
Score: -14926663.000000 Penalty: 5784.441895
	Iteration 86Q: 3 clusters Score -1.492666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -14926676.000000 Penalty: 5784.441895
	Iteration 87Q: 3 clusters Score -1.492668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -14926685.000000 Penalty: 5784.441895
	Iteration 88Q: 3 clusters Score -1.492668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -14926687.000000 Penalty: 5784.441895
	Iteration 89Q: 3 clusters Score -1.492669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -14926691.000000 Penalty: 5784.441895
	Iteration 90Q: 3 clusters Score -1.492669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 113810 members 
Entering Unmasked Estep 
Score: -14926682.000000 Penalty: 5784.441895
	Iteration 91Q: 3 clusters Score -1.492668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -14926690.000000 Penalty: 5784.441895
	Iteration 92Q: 3 clusters Score -1.492669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -14926686.000000 Penalty: 5784.441895
	Iteration 93Q: 3 clusters Score -1.492669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 113826 members 
Entering Unmasked Estep 
Score: -14926688.000000 Penalty: 5784.441895
	Iteration 94Q: 3 clusters Score -1.492669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -14926681.000000 Penalty: 5784.441895
	Iteration 95Q: 3 clusters Score -1.492668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -14926674.000000 Penalty: 5784.441895
	Iteration 96Q: 3 clusters Score -1.492667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -14926676.000000 Penalty: 5784.441895
	Iteration 97Q: 3 clusters Score -1.492668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -14926680.000000 Penalty: 5784.441895
	Iteration 98Q: 3 clusters Score -1.492668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -14926683.000000 Penalty: 5784.441895
	Iteration 99Q: 3 clusters Score -1.492668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -14926678.000000 Penalty: 5784.441895
	Iteration 100F: 3 clusters Score -1.492668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -14926671.000000 Penalty: 5784.441895
	Iteration 101Q: 3 clusters Score -1.492667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 113874 members 
Entering Unmasked Estep 
Score: -14926688.000000 Penalty: 5784.441895
	Iteration 102Q: 3 clusters Score -1.492669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -14926683.000000 Penalty: 5784.441895
	Iteration 103Q: 3 clusters Score -1.492668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -14926684.000000 Penalty: 5784.441895
	Iteration 104Q: 3 clusters Score -1.492668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 113891 members 
Entering Unmasked Estep 
Score: -14926674.000000 Penalty: 5784.441895
	Iteration 105Q: 3 clusters Score -1.492667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -14926682.000000 Penalty: 5784.441895
	Iteration 106Q: 3 clusters Score -1.492668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -14926680.000000 Penalty: 5784.441895
	Iteration 107Q: 3 clusters Score -1.492668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -14926688.000000 Penalty: 5784.441895
	Iteration 108Q: 3 clusters Score -1.492669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -14926676.000000 Penalty: 5784.441895
	Iteration 109Q: 3 clusters Score -1.492668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 113901 members 
Entering Unmasked Estep 
Score: -14926677.000000 Penalty: 5784.441895
	Iteration 110Q: 3 clusters Score -1.492668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -14926681.000000 Penalty: 5784.441895
	Iteration 111Q: 3 clusters Score -1.492668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 113904 members 
Entering Unmasked Estep 
Score: -14926679.000000 Penalty: 5784.441895
	Iteration 112Q: 3 clusters Score -1.492668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -14926678.000000 Penalty: 5784.441895
	Iteration 113Q: 3 clusters Score -1.492668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -14926681.000000 Penalty: 5784.441895
	Iteration 114Q: 3 clusters Score -1.492668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -14926687.000000 Penalty: 5784.441895
	Iteration 115Q: 3 clusters Score -1.492669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -14926687.000000 Penalty: 5784.441895
	Iteration 116F: 3 clusters Score -1.492669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (92916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Entering Unmasked Estep 
Score: -11995955.000000 Penalty: 2836.983887
	Iteration 0F: 2 clusters Score -1.199596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -11933739.000000 Penalty: 5673.967773
	Iteration 0F: 3 clusters Score -1.193374e+07 nChanged 43784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -11958563.000000 Penalty: 5673.967773
	Iteration 1F: 3 clusters Score -1.195856e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -11959532.000000 Penalty: 5673.967773
	Iteration 2Q: 3 clusters Score -1.195953e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -11960778.000000 Penalty: 5673.967773
	Iteration 3Q: 3 clusters Score -1.196078e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -11962519.000000 Penalty: 5673.967773
	Iteration 4Q: 3 clusters Score -1.196252e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -11965667.000000 Penalty: 5673.967773
	Iteration 5F: 3 clusters Score -1.196567e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -11970611.000000 Penalty: 5673.967773
	Iteration 6F: 3 clusters Score -1.197061e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -11977039.000000 Penalty: 5673.967773
	Iteration 7F: 3 clusters Score -1.197704e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -11982971.000000 Penalty: 5673.967773
	Iteration 8F: 3 clusters Score -1.198297e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -11986318.000000 Penalty: 5673.967773
	Iteration 9F: 3 clusters Score -1.198632e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -11987832.000000 Penalty: 5673.967773
	Iteration 10Q: 3 clusters Score -1.198783e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -11988625.000000 Penalty: 5673.967773
	Iteration 11Q: 3 clusters Score -1.198862e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -11989177.000000 Penalty: 5673.967773
	Iteration 12Q: 3 clusters Score -1.198918e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -11989765.000000 Penalty: 5673.967773
	Iteration 13Q: 3 clusters Score -1.198976e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -11990148.000000 Penalty: 5673.967773
	Iteration 14Q: 3 clusters Score -1.199015e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -11990585.000000 Penalty: 5673.967773
	Iteration 15Q: 3 clusters Score -1.199058e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -11990877.000000 Penalty: 5673.967773
	Iteration 16Q: 3 clusters Score -1.199088e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -11991122.000000 Penalty: 5673.967773
	Iteration 17Q: 3 clusters Score -1.199112e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -11991420.000000 Penalty: 5673.967773
	Iteration 18Q: 3 clusters Score -1.199142e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -11991658.000000 Penalty: 5673.967773
	Iteration 19Q: 3 clusters Score -1.199166e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -11991925.000000 Penalty: 5673.967773
	Iteration 20F: 3 clusters Score -1.199192e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -11992173.000000 Penalty: 5673.967773
	Iteration 21Q: 3 clusters Score -1.199217e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -11992374.000000 Penalty: 5673.967773
	Iteration 22Q: 3 clusters Score -1.199237e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -11992537.000000 Penalty: 5673.967773
	Iteration 23Q: 3 clusters Score -1.199254e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -11992701.000000 Penalty: 5673.967773
	Iteration 24Q: 3 clusters Score -1.19927e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -11992869.000000 Penalty: 5673.967773
	Iteration 25Q: 3 clusters Score -1.199287e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -11993036.000000 Penalty: 5673.967773
	Iteration 26Q: 3 clusters Score -1.199304e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -11993107.000000 Penalty: 5673.967773
	Iteration 27Q: 3 clusters Score -1.199311e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -11993214.000000 Penalty: 5673.967773
	Iteration 28Q: 3 clusters Score -1.199321e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -11993272.000000 Penalty: 5673.967773
	Iteration 29Q: 3 clusters Score -1.199327e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -11993343.000000 Penalty: 5673.967773
	Iteration 30Q: 3 clusters Score -1.199334e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -11993450.000000 Penalty: 5673.967773
	Iteration 31Q: 3 clusters Score -1.199345e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -11993545.000000 Penalty: 5673.967773
	Iteration 32Q: 3 clusters Score -1.199354e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -11993580.000000 Penalty: 5673.967773
	Iteration 33Q: 3 clusters Score -1.199358e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -11993631.000000 Penalty: 5673.967773
	Iteration 34Q: 3 clusters Score -1.199363e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -11993695.000000 Penalty: 5673.967773
	Iteration 35Q: 3 clusters Score -1.19937e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -11993699.000000 Penalty: 5673.967773
	Iteration 36Q: 3 clusters Score -1.19937e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -11993745.000000 Penalty: 5673.967773
	Iteration 37Q: 3 clusters Score -1.199374e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -11993768.000000 Penalty: 5673.967773
	Iteration 38Q: 3 clusters Score -1.199377e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -11993793.000000 Penalty: 5673.967773
	Iteration 39Q: 3 clusters Score -1.199379e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 88904 members 
Entering Unmasked Estep 
Score: -11993833.000000 Penalty: 5673.967773
	Iteration 40F: 3 clusters Score -1.199383e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -11993863.000000 Penalty: 5673.967773
	Iteration 41Q: 3 clusters Score -1.199386e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -11993882.000000 Penalty: 5673.967773
	Iteration 42Q: 3 clusters Score -1.199388e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -11993903.000000 Penalty: 5673.967773
	Iteration 43Q: 3 clusters Score -1.19939e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11993924.000000 Penalty: 5673.967773
	Iteration 44Q: 3 clusters Score -1.199392e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -11993954.000000 Penalty: 5673.967773
	Iteration 45Q: 3 clusters Score -1.199395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -11993957.000000 Penalty: 5673.967773
	Iteration 46Q: 3 clusters Score -1.199396e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -11993956.000000 Penalty: 5673.967773
	Iteration 47Q: 3 clusters Score -1.199396e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -11993967.000000 Penalty: 5673.967773
	Iteration 48Q: 3 clusters Score -1.199397e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -11993978.000000 Penalty: 5673.967773
	Iteration 49Q: 3 clusters Score -1.199398e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -11993997.000000 Penalty: 5673.967773
	Iteration 50Q: 3 clusters Score -1.1994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -11993990.000000 Penalty: 5673.967773
	Iteration 51Q: 3 clusters Score -1.199399e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -11994004.000000 Penalty: 5673.967773
	Iteration 52Q: 3 clusters Score -1.1994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11994033.000000 Penalty: 5673.967773
	Iteration 53Q: 3 clusters Score -1.199403e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
Score: -11994030.000000 Penalty: 5673.967773
	Iteration 54Q: 3 clusters Score -1.199403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -11994016.000000 Penalty: 5673.967773
	Iteration 55Q: 3 clusters Score -1.199402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -11994016.000000 Penalty: 5673.967773
	Iteration 56Q: 3 clusters Score -1.199402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -11994046.000000 Penalty: 5673.967773
	Iteration 57Q: 3 clusters Score -1.199405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -11994050.000000 Penalty: 5673.967773
	Iteration 58Q: 3 clusters Score -1.199405e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -11994060.000000 Penalty: 5673.967773
	Iteration 59Q: 3 clusters Score -1.199406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -11994056.000000 Penalty: 5673.967773
	Iteration 60F: 3 clusters Score -1.199406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 90006 members 
Entering Unmasked Estep 
Score: -11994059.000000 Penalty: 5673.967773
	Iteration 61Q: 3 clusters Score -1.199406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -11994071.000000 Penalty: 5673.967773
	Iteration 62Q: 3 clusters Score -1.199407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -11994079.000000 Penalty: 5673.967773
	Iteration 63Q: 3 clusters Score -1.199408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -11994075.000000 Penalty: 5673.967773
	Iteration 64Q: 3 clusters Score -1.199408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -11994065.000000 Penalty: 5673.967773
	Iteration 65Q: 3 clusters Score -1.199406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -11994055.000000 Penalty: 5673.967773
	Iteration 66Q: 3 clusters Score -1.199406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -11994048.000000 Penalty: 5673.967773
	Iteration 67Q: 3 clusters Score -1.199405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -11994050.000000 Penalty: 5673.967773
	Iteration 68Q: 3 clusters Score -1.199405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -11994060.000000 Penalty: 5673.967773
	Iteration 69Q: 3 clusters Score -1.199406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -11994058.000000 Penalty: 5673.967773
	Iteration 70Q: 3 clusters Score -1.199406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -11994058.000000 Penalty: 5673.967773
	Iteration 71Q: 3 clusters Score -1.199406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11994061.000000 Penalty: 5673.967773
	Iteration 72Q: 3 clusters Score -1.199406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
Score: -11994063.000000 Penalty: 5673.967773
	Iteration 73Q: 3 clusters Score -1.199406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -11994059.000000 Penalty: 5673.967773
	Iteration 74Q: 3 clusters Score -1.199406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -11994059.000000 Penalty: 5673.967773
	Iteration 75Q: 3 clusters Score -1.199406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -11994062.000000 Penalty: 5673.967773
	Iteration 76Q: 3 clusters Score -1.199406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -11994061.000000 Penalty: 5673.967773
	Iteration 77Q: 3 clusters Score -1.199406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11994069.000000 Penalty: 5673.967773
	Iteration 78Q: 3 clusters Score -1.199407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -11994068.000000 Penalty: 5673.967773
	Iteration 79Q: 3 clusters Score -1.199407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -11994064.000000 Penalty: 5673.967773
	Iteration 80F: 3 clusters Score -1.199406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -11994077.000000 Penalty: 5673.967773
	Iteration 81Q: 3 clusters Score -1.199408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -11994060.000000 Penalty: 5673.967773
	Iteration 82Q: 3 clusters Score -1.199406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -11994063.000000 Penalty: 5673.967773
	Iteration 83Q: 3 clusters Score -1.199406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -11994071.000000 Penalty: 5673.967773
	Iteration 84Q: 3 clusters Score -1.199407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -11994073.000000 Penalty: 5673.967773
	Iteration 85Q: 3 clusters Score -1.199407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11994064.000000 Penalty: 5673.967773
	Iteration 86Q: 3 clusters Score -1.199406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -11994068.000000 Penalty: 5673.967773
	Iteration 87Q: 3 clusters Score -1.199407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -11994076.000000 Penalty: 5673.967773
	Iteration 88Q: 3 clusters Score -1.199408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -11994076.000000 Penalty: 5673.967773
	Iteration 89Q: 3 clusters Score -1.199408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -11994081.000000 Penalty: 5673.967773
	Iteration 90Q: 3 clusters Score -1.199408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -11994090.000000 Penalty: 5673.967773
	Iteration 91Q: 3 clusters Score -1.199409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -11994095.000000 Penalty: 5673.967773
	Iteration 92Q: 3 clusters Score -1.19941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -11994098.000000 Penalty: 5673.967773
	Iteration 93Q: 3 clusters Score -1.19941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -11994095.000000 Penalty: 5673.967773
	Iteration 94Q: 3 clusters Score -1.19941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -11994092.000000 Penalty: 5673.967773
	Iteration 95Q: 3 clusters Score -1.199409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -11994105.000000 Penalty: 5673.967773
	Iteration 96Q: 3 clusters Score -1.19941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -11994109.000000 Penalty: 5673.967773
	Iteration 97Q: 3 clusters Score -1.199411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -11994111.000000 Penalty: 5673.967773
	Iteration 98Q: 3 clusters Score -1.199411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -11994111.000000 Penalty: 5673.967773
	Iteration 99F: 3 clusters Score -1.199411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79510.500000 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -79510.5 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 328 members 
Entering Unmasked Estep 
Score: -77841.554688 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -77841.55 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78147.617188 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -78147.62 nChanged 66
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: -78324.601562 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -78324.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78441.671875 Penalty: 3247.205566
	Iteration 3F: 3 clusters Score -78441.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78536.171875 Penalty: 3247.205566
	Iteration 4F: 3 clusters Score -78536.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78603.039062 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -78603.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -78631.460938 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -78631.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -78644.500000 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -78644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -78651.523438 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -78651.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -78653.984375 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -78653.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -78660.085938 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -78660.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -78668.343750 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -78668.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -78673.304688 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -78673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -78677.648438 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -78677.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -78679.171875 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -78679.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -78679.171875 Penalty: 3247.205566
	Iteration 15F: 3 clusters Score -78679.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 212447 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 6 contains 62260 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94069 members 
Mstep: Class 12 contains 218491 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 17 contains 339 members 
Mstep: Class 18 contains 179062 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 171467 members 
Mstep: Class 21 contains 116097 members 
Mstep: Class 22 contains 92916 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149692272.000000 Penalty: 62449.558594
Iteration 79Q: 19 clusters Score -1.496923e+08 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 213277 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 63640 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94316 members 
Mstep: Class 12 contains 216583 members 
Mstep: Class 14 contains 30168 members 
Mstep: Class 17 contains 340 members 
Mstep: Class 18 contains 179173 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 171551 members 
Mstep: Class 21 contains 116787 members 
Mstep: Class 22 contains 91487 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149693856.000000 Penalty: 62449.558594
Iteration 80F: 19 clusters Score -1.496939e+08 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 213927 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 64709 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94422 members 
Mstep: Class 12 contains 215614 members 
Mstep: Class 14 contains 30182 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179160 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 171525 members 
Mstep: Class 21 contains 117355 members 
Mstep: Class 22 contains 90061 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149694576.000000 Penalty: 62449.558594
Iteration 81Q: 19 clusters Score -1.496946e+08 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 214401 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 65629 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94502 members 
Mstep: Class 12 contains 215013 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179178 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 20 contains 171421 members 
Mstep: Class 21 contains 117932 members 
Mstep: Class 22 contains 88635 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695376.000000 Penalty: 62449.558594
Iteration 82Q: 19 clusters Score -1.496954e+08 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 214731 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 3383 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 66459 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94550 members 
Mstep: Class 12 contains 214696 members 
Mstep: Class 14 contains 30177 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179184 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 171312 members 
Mstep: Class 21 contains 118453 members 
Mstep: Class 22 contains 87280 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149695712.000000 Penalty: 62449.558594
Iteration 83Q: 19 clusters Score -1.496957e+08 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215054 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 67170 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94545 members 
Mstep: Class 12 contains 214516 members 
Mstep: Class 14 contains 30164 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179204 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 171197 members 
Mstep: Class 21 contains 118932 members 
Mstep: Class 22 contains 85994 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696032.000000 Penalty: 62449.558594
Iteration 84Q: 19 clusters Score -1.49696e+08 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215427 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 3537 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 67785 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94524 members 
Mstep: Class 12 contains 214496 members 
Mstep: Class 14 contains 30169 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179209 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 171032 members 
Mstep: Class 21 contains 119317 members 
Mstep: Class 22 contains 84741 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149696560.000000 Penalty: 62449.558594
Iteration 85Q: 19 clusters Score -1.496966e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215864 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 68345 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94486 members 
Mstep: Class 12 contains 214531 members 
Mstep: Class 14 contains 30156 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179201 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 170782 members 
Mstep: Class 21 contains 119646 members 
Mstep: Class 22 contains 83600 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697104.000000 Penalty: 62449.558594
Iteration 86Q: 19 clusters Score -1.496971e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216202 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 68858 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94402 members 
Mstep: Class 12 contains 214610 members 
Mstep: Class 14 contains 30146 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179274 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 170521 members 
Mstep: Class 21 contains 119918 members 
Mstep: Class 22 contains 82593 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149697632.000000 Penalty: 62449.558594
Iteration 87Q: 19 clusters Score -1.496976e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4361 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 69338 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94281 members 
Mstep: Class 12 contains 214699 members 
Mstep: Class 14 contains 30131 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179389 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 170234 members 
Mstep: Class 21 contains 120200 members 
Mstep: Class 22 contains 81688 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -1.496976e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216657 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4361 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 69789 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94159 members 
Mstep: Class 12 contains 214866 members 
Mstep: Class 14 contains 30116 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179567 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 169918 members 
Mstep: Class 21 contains 120374 members 
Mstep: Class 22 contains 80880 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -1.496977e+08 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216852 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 70196 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 94049 members 
Mstep: Class 12 contains 215012 members 
Mstep: Class 14 contains 30081 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179756 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 169634 members 
Mstep: Class 21 contains 120514 members 
Mstep: Class 22 contains 80122 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -1.496976e+08 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216999 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 70620 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93932 members 
Mstep: Class 12 contains 215105 members 
Mstep: Class 14 contains 30069 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 179933 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 169377 members 
Mstep: Class 21 contains 120659 members 
Mstep: Class 22 contains 79410 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -1.496979e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217111 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 71042 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93826 members 
Mstep: Class 12 contains 215158 members 
Mstep: Class 14 contains 30044 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 180130 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 169130 members 
Mstep: Class 21 contains 120833 members 
Mstep: Class 22 contains 78731 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -1.496981e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217260 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4360 members 
Mstep: Class 4 contains 4353 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 71441 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93741 members 
Mstep: Class 12 contains 215129 members 
Mstep: Class 14 contains 30006 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 180339 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 168882 members 
Mstep: Class 21 contains 121032 members 
Mstep: Class 22 contains 78085 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -1.496974e+08 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 71849 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93659 members 
Mstep: Class 12 contains 215083 members 
Mstep: Class 14 contains 29996 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 180560 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 168679 members 
Mstep: Class 21 contains 121190 members 
Mstep: Class 22 contains 77515 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -1.496979e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217330 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 72262 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93585 members 
Mstep: Class 12 contains 215038 members 
Mstep: Class 14 contains 29976 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 180798 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 168436 members 
Mstep: Class 21 contains 121344 members 
Mstep: Class 22 contains 76988 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -1.496982e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217394 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 72624 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93499 members 
Mstep: Class 12 contains 215015 members 
Mstep: Class 14 contains 29952 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 181045 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 168194 members 
Mstep: Class 21 contains 121481 members 
Mstep: Class 22 contains 76487 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -1.496985e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217426 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 72968 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93379 members 
Mstep: Class 12 contains 215046 members 
Mstep: Class 14 contains 29896 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 181325 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 167949 members 
Mstep: Class 21 contains 121597 members 
Mstep: Class 22 contains 76051 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -1.496987e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217482 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 73289 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93255 members 
Mstep: Class 12 contains 215057 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 181582 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 167715 members 
Mstep: Class 21 contains 121693 members 
Mstep: Class 22 contains 75680 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -1.496985e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217575 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 73595 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93155 members 
Mstep: Class 12 contains 215030 members 
Mstep: Class 14 contains 29777 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 181798 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 167442 members 
Mstep: Class 21 contains 121835 members 
Mstep: Class 22 contains 75322 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -1.496985e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217684 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 73857 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 93010 members 
Mstep: Class 12 contains 215072 members 
Mstep: Class 14 contains 29733 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 182009 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 167209 members 
Mstep: Class 21 contains 121961 members 
Mstep: Class 22 contains 74940 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -1.496986e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217712 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 74099 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92863 members 
Mstep: Class 12 contains 215152 members 
Mstep: Class 14 contains 29683 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 182214 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 166995 members 
Mstep: Class 21 contains 122090 members 
Mstep: Class 22 contains 74612 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -1.496984e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217709 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 74342 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92752 members 
Mstep: Class 12 contains 215208 members 
Mstep: Class 14 contains 29644 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 182426 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 166792 members 
Mstep: Class 21 contains 122202 members 
Mstep: Class 22 contains 74296 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -1.496986e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217683 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 4945 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 74562 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92637 members 
Mstep: Class 12 contains 215293 members 
Mstep: Class 14 contains 29608 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 182626 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 166577 members 
Mstep: Class 21 contains 122321 members 
Mstep: Class 22 contains 74014 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -1.496986e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217648 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 74748 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92523 members 
Mstep: Class 12 contains 215388 members 
Mstep: Class 14 contains 29562 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 182813 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 166388 members 
Mstep: Class 21 contains 122446 members 
Mstep: Class 22 contains 73740 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -1.496988e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217600 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 74895 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92422 members 
Mstep: Class 12 contains 215531 members 
Mstep: Class 14 contains 29523 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 182960 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 166210 members 
Mstep: Class 21 contains 122557 members 
Mstep: Class 22 contains 73493 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -1.49699e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217447 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5130 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 75060 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92310 members 
Mstep: Class 12 contains 215703 members 
Mstep: Class 14 contains 29484 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183080 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 166084 members 
Mstep: Class 21 contains 122671 members 
Mstep: Class 22 contains 73297 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -1.496989e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217306 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 75227 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92216 members 
Mstep: Class 12 contains 215872 members 
Mstep: Class 14 contains 29441 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183138 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 165969 members 
Mstep: Class 21 contains 122804 members 
Mstep: Class 22 contains 73103 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -1.496994e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217209 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 75378 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92147 members 
Mstep: Class 12 contains 216077 members 
Mstep: Class 14 contains 29396 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183193 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 165843 members 
Mstep: Class 21 contains 122890 members 
Mstep: Class 22 contains 72894 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -1.496995e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 217057 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 5282 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 75537 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92095 members 
Mstep: Class 12 contains 216304 members 
Mstep: Class 14 contains 29355 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183246 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 165720 members 
Mstep: Class 21 contains 122967 members 
Mstep: Class 22 contains 72705 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -1.496995e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216948 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4366 members 
Mstep: Class 4 contains 5315 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 75705 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 92024 members 
Mstep: Class 12 contains 216500 members 
Mstep: Class 14 contains 29310 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183284 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 165597 members 
Mstep: Class 21 contains 123050 members 
Mstep: Class 22 contains 72532 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 110Q: 19 clusters Score -1.496993e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216843 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 75856 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91939 members 
Mstep: Class 12 contains 216656 members 
Mstep: Class 14 contains 29280 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183295 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 165513 members 
Mstep: Class 21 contains 123148 members 
Mstep: Class 22 contains 72374 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 111Q: 19 clusters Score -1.496992e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216705 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76019 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91877 members 
Mstep: Class 12 contains 216807 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183316 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 165383 members 
Mstep: Class 21 contains 123255 members 
Mstep: Class 22 contains 72240 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 112Q: 19 clusters Score -1.496993e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216581 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76162 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91821 members 
Mstep: Class 12 contains 216972 members 
Mstep: Class 14 contains 29232 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183341 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 165261 members 
Mstep: Class 21 contains 123375 members 
Mstep: Class 22 contains 72074 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 113Q: 19 clusters Score -1.496991e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216503 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76293 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91758 members 
Mstep: Class 12 contains 217123 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183393 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 165123 members 
Mstep: Class 21 contains 123482 members 
Mstep: Class 22 contains 71903 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 114Q: 19 clusters Score -1.496991e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216407 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5496 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76416 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91693 members 
Mstep: Class 12 contains 217296 members 
Mstep: Class 14 contains 29175 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183454 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 165006 members 
Mstep: Class 21 contains 123575 members 
Mstep: Class 22 contains 71741 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 115Q: 19 clusters Score -1.496994e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216304 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76533 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91649 members 
Mstep: Class 12 contains 217441 members 
Mstep: Class 14 contains 29146 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183480 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 164897 members 
Mstep: Class 21 contains 123689 members 
Mstep: Class 22 contains 71596 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 116Q: 19 clusters Score -1.496996e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216229 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5550 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76624 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91613 members 
Mstep: Class 12 contains 217563 members 
Mstep: Class 14 contains 29119 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183495 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164814 members 
Mstep: Class 21 contains 123784 members 
Mstep: Class 22 contains 71468 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
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Iteration 117Q: 19 clusters Score -1.496997e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216173 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5572 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76731 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91566 members 
Mstep: Class 12 contains 217637 members 
Mstep: Class 14 contains 29105 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183506 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 164738 members 
Mstep: Class 21 contains 123894 members 
Mstep: Class 22 contains 71338 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700032.000000 Penalty: 62449.558594
Iteration 118Q: 19 clusters Score -1.497e+08 nChanged 1112
Entering ConstructFrom: 
Score: -149700032.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (216139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216139 members 
Entering Unmasked Estep 
Score: -27768902.000000 Penalty: 3046.351807
	Iteration 0F: 2 clusters Score -2.77689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -27631264.000000 Penalty: 6092.703613
	Iteration 0F: 3 clusters Score -2.763126e+07 nChanged 104292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -27692660.000000 Penalty: 6092.703613
	Iteration 1F: 3 clusters Score -2.769266e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -27693674.000000 Penalty: 6092.703613
	Iteration 2Q: 3 clusters Score -2.769367e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -27695074.000000 Penalty: 6092.703613
	Iteration 3Q: 3 clusters Score -2.769507e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -27696818.000000 Penalty: 6092.703613
	Iteration 4Q: 3 clusters Score -2.769682e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123965 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -27699836.000000 Penalty: 6092.703613
	Iteration 5Q: 3 clusters Score -2.769984e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -27705022.000000 Penalty: 6092.703613
	Iteration 6Q: 3 clusters Score -2.770502e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -27713244.000000 Penalty: 6092.703613
	Iteration 7F: 3 clusters Score -2.771324e+07 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159298 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -27725056.000000 Penalty: 6092.703613
	Iteration 8F: 3 clusters Score -2.772506e+07 nChanged 16863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -27739202.000000 Penalty: 6092.703613
	Iteration 9F: 3 clusters Score -2.77392e+07 nChanged 15316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -27751184.000000 Penalty: 6092.703613
	Iteration 10F: 3 clusters Score -2.775118e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202209 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -27758374.000000 Penalty: 6092.703613
	Iteration 11Q: 3 clusters Score -2.775837e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208597 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -27762356.000000 Penalty: 6092.703613
	Iteration 12Q: 3 clusters Score -2.776236e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211966 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -27764324.000000 Penalty: 6092.703613
	Iteration 13Q: 3 clusters Score -2.776432e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213672 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -27765188.000000 Penalty: 6092.703613
	Iteration 14Q: 3 clusters Score -2.776519e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214538 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -27765676.000000 Penalty: 6092.703613
	Iteration 15Q: 3 clusters Score -2.776568e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214952 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -27765948.000000 Penalty: 6092.703613
	Iteration 16Q: 3 clusters Score -2.776595e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215195 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -27766074.000000 Penalty: 6092.703613
	Iteration 17Q: 3 clusters Score -2.776607e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215332 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -27766164.000000 Penalty: 6092.703613
	Iteration 18Q: 3 clusters Score -2.776616e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215430 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -27766248.000000 Penalty: 6092.703613
	Iteration 19Q: 3 clusters Score -2.776625e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -27766314.000000 Penalty: 6092.703613
	Iteration 20F: 3 clusters Score -2.776631e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -27766356.000000 Penalty: 6092.703613
	Iteration 21Q: 3 clusters Score -2.776636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -27766390.000000 Penalty: 6092.703613
	Iteration 22Q: 3 clusters Score -2.776639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215557 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -27766396.000000 Penalty: 6092.703613
	Iteration 23Q: 3 clusters Score -2.77664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -27766402.000000 Penalty: 6092.703613
	Iteration 24Q: 3 clusters Score -2.77664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -27766408.000000 Penalty: 6092.703613
	Iteration 25Q: 3 clusters Score -2.776641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -27766402.000000 Penalty: 6092.703613
	Iteration 26Q: 3 clusters Score -2.77664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -27766388.000000 Penalty: 6092.703613
	Iteration 27Q: 3 clusters Score -2.776639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -27766392.000000 Penalty: 6092.703613
	Iteration 28Q: 3 clusters Score -2.776639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -27766386.000000 Penalty: 6092.703613
	Iteration 29Q: 3 clusters Score -2.776639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -27766390.000000 Penalty: 6092.703613
	Iteration 30Q: 3 clusters Score -2.776639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -27766394.000000 Penalty: 6092.703613
	Iteration 31Q: 3 clusters Score -2.776639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215585 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -27766398.000000 Penalty: 6092.703613
	Iteration 32Q: 3 clusters Score -2.77664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215588 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -27766398.000000 Penalty: 6092.703613
	Iteration 33Q: 3 clusters Score -2.77664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -27766402.000000 Penalty: 6092.703613
	Iteration 34Q: 3 clusters Score -2.77664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215588 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -27766398.000000 Penalty: 6092.703613
	Iteration 35Q: 3 clusters Score -2.77664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -27766390.000000 Penalty: 6092.703613
	Iteration 36Q: 3 clusters Score -2.776639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215590 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -27766390.000000 Penalty: 6092.703613
	Iteration 37Q: 3 clusters Score -2.776639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -27766386.000000 Penalty: 6092.703613
	Iteration 38Q: 3 clusters Score -2.776639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215591 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -27766410.000000 Penalty: 6092.703613
	Iteration 39Q: 3 clusters Score -2.776641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -27766404.000000 Penalty: 6092.703613
	Iteration 40F: 3 clusters Score -2.77664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -27766408.000000 Penalty: 6092.703613
	Iteration 41Q: 3 clusters Score -2.776641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -27766432.000000 Penalty: 6092.703613
	Iteration 42Q: 3 clusters Score -2.776643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -27766432.000000 Penalty: 6092.703613
	Iteration 43Q: 3 clusters Score -2.776643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215599 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -27766434.000000 Penalty: 6092.703613
	Iteration 44Q: 3 clusters Score -2.776643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215601 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -27766442.000000 Penalty: 6092.703613
	Iteration 45Q: 3 clusters Score -2.776644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215603 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -27766422.000000 Penalty: 6092.703613
	Iteration 46Q: 3 clusters Score -2.776642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215605 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -27766440.000000 Penalty: 6092.703613
	Iteration 47Q: 3 clusters Score -2.776644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215611 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -27766426.000000 Penalty: 6092.703613
	Iteration 48Q: 3 clusters Score -2.776643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215613 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -27766426.000000 Penalty: 6092.703613
	Iteration 49Q: 3 clusters Score -2.776643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215614 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -27766426.000000 Penalty: 6092.703613
	Iteration 50Q: 3 clusters Score -2.776643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215615 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -27766424.000000 Penalty: 6092.703613
	Iteration 51Q: 3 clusters Score -2.776642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27766410.000000 Penalty: 6092.703613
	Iteration 52Q: 3 clusters Score -2.776641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215617 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -27766416.000000 Penalty: 6092.703613
	Iteration 53Q: 3 clusters Score -2.776642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27766418.000000 Penalty: 6092.703613
	Iteration 54Q: 3 clusters Score -2.776642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215616 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -27766418.000000 Penalty: 6092.703613
	Iteration 55F: 3 clusters Score -2.776642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -68412.867188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -68412.87 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 367 members 
Entering Unmasked Estep 
Score: -66869.156250 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -66869.16 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67740.593750 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -67740.59 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -68162.851562 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -68162.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -68516.781250 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -68516.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68700.867188 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -68700.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68790.945312 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -68790.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68849.117188 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -68849.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68891.320312 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -68891.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68961.882812 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -68961.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -69027.375000 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -69027.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69109.078125 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -69109.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69217.554688 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -69217.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69285.312500 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -69285.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -69298.968750 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -69298.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -69314.328125 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -69314.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69326.125000 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -69326.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69332.484375 Penalty: 3238.591797
	Iteration 16Q: 3 clusters Score -69332.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69332.484375 Penalty: 3238.591797
	Iteration 17F: 3 clusters Score -69332.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216139 members 
Mstep: Class 2 contains 148 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76827 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91521 members 
Mstep: Class 12 contains 217725 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183502 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164661 members 
Mstep: Class 21 contains 123990 members 
Mstep: Class 22 contains 71204 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
Score: -149698944.000000 Penalty: 65918.976562
Splitting cluster 2 changes total score from -149700032.000000 to -149698944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -546012.250000 Penalty: 2078.750977
	Iteration 0F: 2 clusters Score -546012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -541882.750000 Penalty: 4157.501953
	Iteration 0F: 3 clusters Score -541882.8 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -542809.125000 Penalty: 4157.501953
	Iteration 1F: 3 clusters Score -542809.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -543002.812500 Penalty: 4157.501953
	Iteration 2F: 3 clusters Score -543002.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -543109.937500 Penalty: 4157.501953
	Iteration 3Q: 3 clusters Score -543109.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -543192.625000 Penalty: 4157.501953
	Iteration 4Q: 3 clusters Score -543192.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -543258.000000 Penalty: 4157.501953
	Iteration 5Q: 3 clusters Score -543258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -543302.000000 Penalty: 4157.501953
	Iteration 6Q: 3 clusters Score -543302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -543334.875000 Penalty: 4157.501953
	Iteration 7Q: 3 clusters Score -543334.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -543364.375000 Penalty: 4157.501953
	Iteration 8Q: 3 clusters Score -543364.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -543388.687500 Penalty: 4157.501953
	Iteration 9Q: 3 clusters Score -543388.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -543409.375000 Penalty: 4157.501953
	Iteration 10Q: 3 clusters Score -543409.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -543432.437500 Penalty: 4157.501953
	Iteration 11Q: 3 clusters Score -543432.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -543452.500000 Penalty: 4157.501953
	Iteration 12Q: 3 clusters Score -543452.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -543474.562500 Penalty: 4157.501953
	Iteration 13Q: 3 clusters Score -543474.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -543496.375000 Penalty: 4157.501953
	Iteration 14Q: 3 clusters Score -543496.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -543519.187500 Penalty: 4157.501953
	Iteration 15Q: 3 clusters Score -543519.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -543546.937500 Penalty: 4157.501953
	Iteration 16Q: 3 clusters Score -543546.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -543569.062500 Penalty: 4157.501953
	Iteration 17Q: 3 clusters Score -543569.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -543586.187500 Penalty: 4157.501953
	Iteration 18Q: 3 clusters Score -543586.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -543609.187500 Penalty: 4157.501953
	Iteration 19Q: 3 clusters Score -543609.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -543633.375000 Penalty: 4157.501953
	Iteration 20F: 3 clusters Score -543633.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -543655.062500 Penalty: 4157.501953
	Iteration 21Q: 3 clusters Score -543655.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -543678.062500 Penalty: 4157.501953
	Iteration 22Q: 3 clusters Score -543678.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -543714.937500 Penalty: 4157.501953
	Iteration 23Q: 3 clusters Score -543714.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -543767.125000 Penalty: 4157.501953
	Iteration 24Q: 3 clusters Score -543767.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -543834.187500 Penalty: 4157.501953
	Iteration 25Q: 3 clusters Score -543834.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -543918.750000 Penalty: 4157.501953
	Iteration 26Q: 3 clusters Score -543918.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -544023.062500 Penalty: 4157.501953
	Iteration 27Q: 3 clusters Score -544023.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -544167.125000 Penalty: 4157.501953
	Iteration 28Q: 3 clusters Score -544167.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -544356.937500 Penalty: 4157.501953
	Iteration 29Q: 3 clusters Score -544356.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -544608.187500 Penalty: 4157.501953
	Iteration 30Q: 3 clusters Score -544608.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -544875.562500 Penalty: 4157.501953
	Iteration 31Q: 3 clusters Score -544875.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -545159.312500 Penalty: 4157.501953
	Iteration 32Q: 3 clusters Score -545159.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -545416.000000 Penalty: 4157.501953
	Iteration 33Q: 3 clusters Score -545416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -545539.250000 Penalty: 4157.501953
	Iteration 34Q: 3 clusters Score -545539.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -545576.500000 Penalty: 4157.501953
	Iteration 35Q: 3 clusters Score -545576.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -545588.875000 Penalty: 4157.501953
	Iteration 36Q: 3 clusters Score -545588.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -545597.312500 Penalty: 4157.501953
	Iteration 37Q: 3 clusters Score -545597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -545606.812500 Penalty: 4157.501953
	Iteration 38Q: 3 clusters Score -545606.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -545613.375000 Penalty: 4157.501953
	Iteration 39Q: 3 clusters Score -545613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -545621.875000 Penalty: 4157.501953
	Iteration 40F: 3 clusters Score -545621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -545627.062500 Penalty: 4157.501953
	Iteration 41Q: 3 clusters Score -545627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -545627.250000 Penalty: 4157.501953
	Iteration 42Q: 3 clusters Score -545627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -545628.625000 Penalty: 4157.501953
	Iteration 43Q: 3 clusters Score -545628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -545630.625000 Penalty: 4157.501953
	Iteration 44Q: 3 clusters Score -545630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -545631.000000 Penalty: 4157.501953
	Iteration 45Q: 3 clusters Score -545631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -545632.062500 Penalty: 4157.501953
	Iteration 46Q: 3 clusters Score -545632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -545632.250000 Penalty: 4157.501953
	Iteration 47Q: 3 clusters Score -545632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -545633.687500 Penalty: 4157.501953
	Iteration 48Q: 3 clusters Score -545633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -545637.187500 Penalty: 4157.501953
	Iteration 49Q: 3 clusters Score -545637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -545637.562500 Penalty: 4157.501953
	Iteration 50Q: 3 clusters Score -545637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -545639.750000 Penalty: 4157.501953
	Iteration 51Q: 3 clusters Score -545639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -545640.250000 Penalty: 4157.501953
	Iteration 52Q: 3 clusters Score -545640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -545643.375000 Penalty: 4157.501953
	Iteration 53Q: 3 clusters Score -545643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -545644.000000 Penalty: 4157.501953
	Iteration 54Q: 3 clusters Score -545644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -545645.437500 Penalty: 4157.501953
	Iteration 55Q: 3 clusters Score -545645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -545645.062500 Penalty: 4157.501953
	Iteration 56Q: 3 clusters Score -545645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -545645.062500 Penalty: 4157.501953
	Iteration 57F: 3 clusters Score -545645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -684335.687500 Penalty: 2140.325195
	Iteration 0F: 2 clusters Score -684335.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -679463.625000 Penalty: 4280.650391
	Iteration 0F: 3 clusters Score -679463.6 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -680747.937500 Penalty: 4280.650391
	Iteration 1F: 3 clusters Score -680747.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -681116.000000 Penalty: 4280.650391
	Iteration 2F: 3 clusters Score -681116 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -681468.187500 Penalty: 4280.650391
	Iteration 3F: 3 clusters Score -681468.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -681772.687500 Penalty: 4280.650391
	Iteration 4F: 3 clusters Score -681772.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -682049.500000 Penalty: 4280.650391
	Iteration 5F: 3 clusters Score -682049.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -682249.187500 Penalty: 4280.650391
	Iteration 6F: 3 clusters Score -682249.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -682407.750000 Penalty: 4280.650391
	Iteration 7Q: 3 clusters Score -682407.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -682534.250000 Penalty: 4280.650391
	Iteration 8Q: 3 clusters Score -682534.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -682613.062500 Penalty: 4280.650391
	Iteration 9Q: 3 clusters Score -682613.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -682674.812500 Penalty: 4280.650391
	Iteration 10Q: 3 clusters Score -682674.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -682713.500000 Penalty: 4280.650391
	Iteration 11Q: 3 clusters Score -682713.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -682743.187500 Penalty: 4280.650391
	Iteration 12Q: 3 clusters Score -682743.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -682777.062500 Penalty: 4280.650391
	Iteration 13Q: 3 clusters Score -682777.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -682805.125000 Penalty: 4280.650391
	Iteration 14Q: 3 clusters Score -682805.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -682827.062500 Penalty: 4280.650391
	Iteration 15Q: 3 clusters Score -682827.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -682845.937500 Penalty: 4280.650391
	Iteration 16Q: 3 clusters Score -682845.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -682869.187500 Penalty: 4280.650391
	Iteration 17Q: 3 clusters Score -682869.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -682885.062500 Penalty: 4280.650391
	Iteration 18Q: 3 clusters Score -682885.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -682896.375000 Penalty: 4280.650391
	Iteration 19Q: 3 clusters Score -682896.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -682903.375000 Penalty: 4280.650391
	Iteration 20F: 3 clusters Score -682903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -682907.687500 Penalty: 4280.650391
	Iteration 21Q: 3 clusters Score -682907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -682913.875000 Penalty: 4280.650391
	Iteration 22Q: 3 clusters Score -682913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -682915.625000 Penalty: 4280.650391
	Iteration 23Q: 3 clusters Score -682915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -682919.375000 Penalty: 4280.650391
	Iteration 24Q: 3 clusters Score -682919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -682921.750000 Penalty: 4280.650391
	Iteration 25Q: 3 clusters Score -682921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -682925.437500 Penalty: 4280.650391
	Iteration 26Q: 3 clusters Score -682925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -682926.562500 Penalty: 4280.650391
	Iteration 27Q: 3 clusters Score -682926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -682926.125000 Penalty: 4280.650391
	Iteration 28Q: 3 clusters Score -682926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -682926.437500 Penalty: 4280.650391
	Iteration 29Q: 3 clusters Score -682926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -682925.937500 Penalty: 4280.650391
	Iteration 30Q: 3 clusters Score -682925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -682927.062500 Penalty: 4280.650391
	Iteration 31Q: 3 clusters Score -682927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -682927.750000 Penalty: 4280.650391
	Iteration 32Q: 3 clusters Score -682927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -682929.062500 Penalty: 4280.650391
	Iteration 33Q: 3 clusters Score -682929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -682931.500000 Penalty: 4280.650391
	Iteration 34Q: 3 clusters Score -682931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -682933.437500 Penalty: 4280.650391
	Iteration 35Q: 3 clusters Score -682933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -682933.187500 Penalty: 4280.650391
	Iteration 36Q: 3 clusters Score -682933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -682933.687500 Penalty: 4280.650391
	Iteration 37Q: 3 clusters Score -682933.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -682933.687500 Penalty: 4280.650391
	Iteration 38F: 3 clusters Score -682933.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -71287.781250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -71287.78 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 321 members 
Entering Unmasked Estep 
Score: -69663.898438 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -69663.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69988.492188 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -69988.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70184.671875 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -70184.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70443.500000 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -70443.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70813.187500 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -70813.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71177.679688 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -71177.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71277.046875 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -71277.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71450.773438 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -71450.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71559.804688 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -71559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71564.203125 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -71564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71571.531250 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -71571.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71582.148438 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -71582.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71582.148438 Penalty: 3214.862061
	Iteration 12F: 3 clusters Score -71582.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216139 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 76827 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91521 members 
Mstep: Class 12 contains 217725 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183502 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164661 members 
Mstep: Class 21 contains 123990 members 
Mstep: Class 22 contains 71204 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
Score: -149698208.000000 Penalty: 65918.976562
Splitting cluster 5 changes total score from -149700032.000000 to -149698208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (76827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Entering Unmasked Estep 
Score: -9582995.000000 Penalty: 2789.829346
	Iteration 0F: 2 clusters Score -9582995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -9531674.000000 Penalty: 5579.658691
	Iteration 0F: 3 clusters Score -9531674 nChanged 36088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -9551827.000000 Penalty: 5579.658691
	Iteration 1F: 3 clusters Score -9551827 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -9552379.000000 Penalty: 5579.658691
	Iteration 2Q: 3 clusters Score -9552379 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -9552998.000000 Penalty: 5579.658691
	Iteration 3Q: 3 clusters Score -9552998 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -9553755.000000 Penalty: 5579.658691
	Iteration 4Q: 3 clusters Score -9553755 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -9554747.000000 Penalty: 5579.658691
	Iteration 5Q: 3 clusters Score -9554747 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -9556668.000000 Penalty: 5579.658691
	Iteration 6F: 3 clusters Score -9556668 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -9559714.000000 Penalty: 5579.658691
	Iteration 7F: 3 clusters Score -9559714 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -9564841.000000 Penalty: 5579.658691
	Iteration 8F: 3 clusters Score -9564841 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -9571143.000000 Penalty: 5579.658691
	Iteration 9F: 3 clusters Score -9571143 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -9576405.000000 Penalty: 5579.658691
	Iteration 10F: 3 clusters Score -9576405 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75352 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9579149.000000 Penalty: 5579.658691
	Iteration 11Q: 3 clusters Score -9579149 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9580020.000000 Penalty: 5579.658691
	Iteration 12Q: 3 clusters Score -9580020 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9580280.000000 Penalty: 5579.658691
	Iteration 13Q: 3 clusters Score -9580280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9580357.000000 Penalty: 5579.658691
	Iteration 14Q: 3 clusters Score -9580357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9580414.000000 Penalty: 5579.658691
	Iteration 15Q: 3 clusters Score -9580414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9580453.000000 Penalty: 5579.658691
	Iteration 16Q: 3 clusters Score -9580453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9580474.000000 Penalty: 5579.658691
	Iteration 17Q: 3 clusters Score -9580474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76616 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9580514.000000 Penalty: 5579.658691
	Iteration 18Q: 3 clusters Score -9580514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9580542.000000 Penalty: 5579.658691
	Iteration 19Q: 3 clusters Score -9580542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9580558.000000 Penalty: 5579.658691
	Iteration 20F: 3 clusters Score -9580558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9580575.000000 Penalty: 5579.658691
	Iteration 21Q: 3 clusters Score -9580575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9580571.000000 Penalty: 5579.658691
	Iteration 22Q: 3 clusters Score -9580571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76633 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9580571.000000 Penalty: 5579.658691
	Iteration 23Q: 3 clusters Score -9580571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9580574.000000 Penalty: 5579.658691
	Iteration 24Q: 3 clusters Score -9580574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9580574.000000 Penalty: 5579.658691
	Iteration 25F: 3 clusters Score -9580574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -30702.777344 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -30702.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29406.406250 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -29406.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29494.509766 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -29494.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29520.628906 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -29520.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29550.835938 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -29550.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29577.880859 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -29577.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29577.880859 Penalty: 2800.141602
	Iteration 5F: 3 clusters Score -29577.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -64111.058594 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -64111.06 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 318 members 
Entering Unmasked Estep 
Score: -62587.167969 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -62587.17 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63281.230469 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -63281.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63859.796875 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -63859.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -64225.671875 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -64225.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64359.324219 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -64359.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64420.632812 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -64420.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64439.371094 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -64439.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64449.738281 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64449.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -64470.011719 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64470.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -64473.789062 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64473.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -64473.789062 Penalty: 3204.888184
	Iteration 10F: 3 clusters Score -64473.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216139 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76827 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 91521 members 
Mstep: Class 12 contains 217725 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183502 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164661 members 
Mstep: Class 21 contains 123990 members 
Mstep: Class 22 contains 71204 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
Score: -149698432.000000 Penalty: 65918.976562
Splitting cluster 9 changes total score from -149700032.000000 to -149698432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (91521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Entering Unmasked Estep 
Score: -11837763.000000 Penalty: 2833.232422
	Iteration 0F: 2 clusters Score -1.183776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -11776573.000000 Penalty: 5666.464844
	Iteration 0F: 3 clusters Score -1.177657e+07 nChanged 43110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -11801315.000000 Penalty: 5666.464844
	Iteration 1F: 3 clusters Score -1.180132e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -11802393.000000 Penalty: 5666.464844
	Iteration 2Q: 3 clusters Score -1.180239e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -11803897.000000 Penalty: 5666.464844
	Iteration 3Q: 3 clusters Score -1.18039e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -11806378.000000 Penalty: 5666.464844
	Iteration 4F: 3 clusters Score -1.180638e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -11810287.000000 Penalty: 5666.464844
	Iteration 5F: 3 clusters Score -1.181029e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -11815916.000000 Penalty: 5666.464844
	Iteration 6F: 3 clusters Score -1.181592e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -11822534.000000 Penalty: 5666.464844
	Iteration 7F: 3 clusters Score -1.182253e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -11828211.000000 Penalty: 5666.464844
	Iteration 8F: 3 clusters Score -1.182821e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -11831707.000000 Penalty: 5666.464844
	Iteration 9Q: 3 clusters Score -1.183171e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -11833329.000000 Penalty: 5666.464844
	Iteration 10Q: 3 clusters Score -1.183333e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -11833942.000000 Penalty: 5666.464844
	Iteration 11Q: 3 clusters Score -1.183394e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -11834288.000000 Penalty: 5666.464844
	Iteration 12Q: 3 clusters Score -1.183429e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -11834448.000000 Penalty: 5666.464844
	Iteration 13Q: 3 clusters Score -1.183445e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -11834559.000000 Penalty: 5666.464844
	Iteration 14Q: 3 clusters Score -1.183456e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -11834679.000000 Penalty: 5666.464844
	Iteration 15Q: 3 clusters Score -1.183468e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -11834810.000000 Penalty: 5666.464844
	Iteration 16Q: 3 clusters Score -1.183481e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -11834848.000000 Penalty: 5666.464844
	Iteration 17Q: 3 clusters Score -1.183485e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -11834950.000000 Penalty: 5666.464844
	Iteration 18Q: 3 clusters Score -1.183495e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 87893 members 
Entering Unmasked Estep 
Score: -11834993.000000 Penalty: 5666.464844
	Iteration 19Q: 3 clusters Score -1.183499e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -11835051.000000 Penalty: 5666.464844
	Iteration 20F: 3 clusters Score -1.183505e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -11835094.000000 Penalty: 5666.464844
	Iteration 21Q: 3 clusters Score -1.183509e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -11835126.000000 Penalty: 5666.464844
	Iteration 22Q: 3 clusters Score -1.183513e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -11835161.000000 Penalty: 5666.464844
	Iteration 23Q: 3 clusters Score -1.183516e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -11835204.000000 Penalty: 5666.464844
	Iteration 24Q: 3 clusters Score -1.18352e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -11835257.000000 Penalty: 5666.464844
	Iteration 25Q: 3 clusters Score -1.183526e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -11835265.000000 Penalty: 5666.464844
	Iteration 26Q: 3 clusters Score -1.183526e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -11835278.000000 Penalty: 5666.464844
	Iteration 27Q: 3 clusters Score -1.183528e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -11835270.000000 Penalty: 5666.464844
	Iteration 28Q: 3 clusters Score -1.183527e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -11835286.000000 Penalty: 5666.464844
	Iteration 29Q: 3 clusters Score -1.183529e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
Score: -11835345.000000 Penalty: 5666.464844
	Iteration 30Q: 3 clusters Score -1.183534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 89232 members 
Entering Unmasked Estep 
Score: -11835375.000000 Penalty: 5666.464844
	Iteration 31Q: 3 clusters Score -1.183538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -11835407.000000 Penalty: 5666.464844
	Iteration 32Q: 3 clusters Score -1.183541e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 89352 members 
Entering Unmasked Estep 
Score: -11835394.000000 Penalty: 5666.464844
	Iteration 33Q: 3 clusters Score -1.183539e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -11835393.000000 Penalty: 5666.464844
	Iteration 34Q: 3 clusters Score -1.183539e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -11835403.000000 Penalty: 5666.464844
	Iteration 35Q: 3 clusters Score -1.18354e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -11835417.000000 Penalty: 5666.464844
	Iteration 36Q: 3 clusters Score -1.183542e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
Score: -11835432.000000 Penalty: 5666.464844
	Iteration 37Q: 3 clusters Score -1.183543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -11835457.000000 Penalty: 5666.464844
	Iteration 38Q: 3 clusters Score -1.183546e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -11835481.000000 Penalty: 5666.464844
	Iteration 39Q: 3 clusters Score -1.183548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -11835498.000000 Penalty: 5666.464844
	Iteration 40F: 3 clusters Score -1.18355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -11835479.000000 Penalty: 5666.464844
	Iteration 41Q: 3 clusters Score -1.183548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -11835493.000000 Penalty: 5666.464844
	Iteration 42Q: 3 clusters Score -1.183549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -11835505.000000 Penalty: 5666.464844
	Iteration 43Q: 3 clusters Score -1.18355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -11835515.000000 Penalty: 5666.464844
	Iteration 44Q: 3 clusters Score -1.183552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -11835534.000000 Penalty: 5666.464844
	Iteration 45Q: 3 clusters Score -1.183553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -11835516.000000 Penalty: 5666.464844
	Iteration 46Q: 3 clusters Score -1.183552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -11835533.000000 Penalty: 5666.464844
	Iteration 47Q: 3 clusters Score -1.183553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -11835541.000000 Penalty: 5666.464844
	Iteration 48Q: 3 clusters Score -1.183554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -11835550.000000 Penalty: 5666.464844
	Iteration 49Q: 3 clusters Score -1.183555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -11835547.000000 Penalty: 5666.464844
	Iteration 50Q: 3 clusters Score -1.183555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -11835549.000000 Penalty: 5666.464844
	Iteration 51Q: 3 clusters Score -1.183555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -11835555.000000 Penalty: 5666.464844
	Iteration 52Q: 3 clusters Score -1.183556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -11835572.000000 Penalty: 5666.464844
	Iteration 53Q: 3 clusters Score -1.183557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -11835567.000000 Penalty: 5666.464844
	Iteration 54Q: 3 clusters Score -1.183557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -11835563.000000 Penalty: 5666.464844
	Iteration 55Q: 3 clusters Score -1.183556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -11835605.000000 Penalty: 5666.464844
	Iteration 56Q: 3 clusters Score -1.18356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -11835599.000000 Penalty: 5666.464844
	Iteration 57Q: 3 clusters Score -1.18356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -11835604.000000 Penalty: 5666.464844
	Iteration 58Q: 3 clusters Score -1.18356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -11835614.000000 Penalty: 5666.464844
	Iteration 59Q: 3 clusters Score -1.183561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -11835611.000000 Penalty: 5666.464844
	Iteration 60F: 3 clusters Score -1.183561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 90026 members 
Entering Unmasked Estep 
Score: -11835602.000000 Penalty: 5666.464844
	Iteration 61Q: 3 clusters Score -1.18356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -11835608.000000 Penalty: 5666.464844
	Iteration 62Q: 3 clusters Score -1.183561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 90037 members 
Entering Unmasked Estep 
Score: -11835606.000000 Penalty: 5666.464844
	Iteration 63Q: 3 clusters Score -1.183561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -11835608.000000 Penalty: 5666.464844
	Iteration 64Q: 3 clusters Score -1.183561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -11835616.000000 Penalty: 5666.464844
	Iteration 65Q: 3 clusters Score -1.183562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -11835615.000000 Penalty: 5666.464844
	Iteration 66Q: 3 clusters Score -1.183562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -11835618.000000 Penalty: 5666.464844
	Iteration 67Q: 3 clusters Score -1.183562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -11835613.000000 Penalty: 5666.464844
	Iteration 68Q: 3 clusters Score -1.183561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -11835613.000000 Penalty: 5666.464844
	Iteration 69F: 3 clusters Score -1.183561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (217725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217725 members 
Entering Unmasked Estep 
Score: -27826614.000000 Penalty: 3048.165039
	Iteration 0F: 2 clusters Score -2.782661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -27687700.000000 Penalty: 6096.330078
	Iteration 0F: 3 clusters Score -2.76877e+07 nChanged 104853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 104381 members 
Entering Unmasked Estep 
Score: -27747858.000000 Penalty: 6096.330078
	Iteration 1F: 3 clusters Score -2.774786e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 101303 members 
Entering Unmasked Estep 
Score: -27749030.000000 Penalty: 6096.330078
	Iteration 2Q: 3 clusters Score -2.774903e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121226 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -27750512.000000 Penalty: 6096.330078
	Iteration 3Q: 3 clusters Score -2.775051e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128592 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -27753280.000000 Penalty: 6096.330078
	Iteration 4Q: 3 clusters Score -2.775328e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139736 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -27758894.000000 Penalty: 6096.330078
	Iteration 5F: 3 clusters Score -2.775889e+07 nChanged 16073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -27769480.000000 Penalty: 6096.330078
	Iteration 6F: 3 clusters Score -2.776948e+07 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176346 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -27787350.000000 Penalty: 6096.330078
	Iteration 7F: 3 clusters Score -2.778735e+07 nChanged 20936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197282 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -27806664.000000 Penalty: 6096.330078
	Iteration 8F: 3 clusters Score -2.780666e+07 nChanged 13558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210840 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -27818526.000000 Penalty: 6096.330078
	Iteration 9F: 3 clusters Score -2.781853e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215871 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -27822664.000000 Penalty: 6096.330078
	Iteration 10Q: 3 clusters Score -2.782266e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217111 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -27823576.000000 Penalty: 6096.330078
	Iteration 11Q: 3 clusters Score -2.782358e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27823798.000000 Penalty: 6096.330078
	Iteration 12Q: 3 clusters Score -2.78238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217470 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27823832.000000 Penalty: 6096.330078
	Iteration 13Q: 3 clusters Score -2.782383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217493 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27823886.000000 Penalty: 6096.330078
	Iteration 14Q: 3 clusters Score -2.782389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217509 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27823920.000000 Penalty: 6096.330078
	Iteration 15Q: 3 clusters Score -2.782392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217520 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27823956.000000 Penalty: 6096.330078
	Iteration 16Q: 3 clusters Score -2.782396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217522 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27823932.000000 Penalty: 6096.330078
	Iteration 17Q: 3 clusters Score -2.782393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217520 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27823938.000000 Penalty: 6096.330078
	Iteration 18Q: 3 clusters Score -2.782394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217520 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27823946.000000 Penalty: 6096.330078
	Iteration 19Q: 3 clusters Score -2.782395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217519 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27823946.000000 Penalty: 6096.330078
	Iteration 20F: 3 clusters Score -2.782395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217519 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27823962.000000 Penalty: 6096.330078
	Iteration 21Q: 3 clusters Score -2.782396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217518 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27823964.000000 Penalty: 6096.330078
	Iteration 22Q: 3 clusters Score -2.782396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217518 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27823964.000000 Penalty: 6096.330078
	Iteration 23F: 3 clusters Score -2.782396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Entering Unmasked Estep 
Score: -3759038.750000 Penalty: 2548.989502
	Iteration 0F: 2 clusters Score -3759039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3739223.000000 Penalty: 5097.979004
	Iteration 0F: 3 clusters Score -3739223 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3746196.750000 Penalty: 5097.979004
	Iteration 1F: 3 clusters Score -3746197 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3746709.750000 Penalty: 5097.979004
	Iteration 2Q: 3 clusters Score -3746710 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3747217.500000 Penalty: 5097.979004
	Iteration 3Q: 3 clusters Score -3747218 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3747887.500000 Penalty: 5097.979004
	Iteration 4Q: 3 clusters Score -3747888 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3748877.250000 Penalty: 5097.979004
	Iteration 5F: 3 clusters Score -3748877 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3750430.750000 Penalty: 5097.979004
	Iteration 6F: 3 clusters Score -3750431 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3752323.250000 Penalty: 5097.979004
	Iteration 7F: 3 clusters Score -3752323 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3754104.750000 Penalty: 5097.979004
	Iteration 8F: 3 clusters Score -3754105 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3755514.000000 Penalty: 5097.979004
	Iteration 9Q: 3 clusters Score -3755514 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3756401.500000 Penalty: 5097.979004
	Iteration 10Q: 3 clusters Score -3756402 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3756850.250000 Penalty: 5097.979004
	Iteration 11Q: 3 clusters Score -3756850 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3757063.000000 Penalty: 5097.979004
	Iteration 12Q: 3 clusters Score -3757063 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3757157.750000 Penalty: 5097.979004
	Iteration 13Q: 3 clusters Score -3757158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3757187.000000 Penalty: 5097.979004
	Iteration 14Q: 3 clusters Score -3757187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3757224.750000 Penalty: 5097.979004
	Iteration 15Q: 3 clusters Score -3757225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3757247.500000 Penalty: 5097.979004
	Iteration 16Q: 3 clusters Score -3757248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3757259.750000 Penalty: 5097.979004
	Iteration 17Q: 3 clusters Score -3757260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3757279.000000 Penalty: 5097.979004
	Iteration 18Q: 3 clusters Score -3757279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3757285.000000 Penalty: 5097.979004
	Iteration 19Q: 3 clusters Score -3757285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3757290.750000 Penalty: 5097.979004
	Iteration 20F: 3 clusters Score -3757291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3757284.750000 Penalty: 5097.979004
	Iteration 21Q: 3 clusters Score -3757285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3757291.250000 Penalty: 5097.979004
	Iteration 22Q: 3 clusters Score -3757291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3757288.250000 Penalty: 5097.979004
	Iteration 23Q: 3 clusters Score -3757288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3757292.500000 Penalty: 5097.979004
	Iteration 24Q: 3 clusters Score -3757292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3757292.000000 Penalty: 5097.979004
	Iteration 25Q: 3 clusters Score -3757292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3757293.250000 Penalty: 5097.979004
	Iteration 26Q: 3 clusters Score -3757293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3757294.500000 Penalty: 5097.979004
	Iteration 27Q: 3 clusters Score -3757294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3757293.250000 Penalty: 5097.979004
	Iteration 28Q: 3 clusters Score -3757293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3757293.250000 Penalty: 5097.979004
	Iteration 29F: 3 clusters Score -3757293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38745.312500 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38745.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37399.769531 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37399.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37536.671875 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37536.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37568.191406 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -37568.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37583.757812 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -37583.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37583.757812 Penalty: 2892.613770
	Iteration 4F: 3 clusters Score -37583.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (183502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183502 members 
Entering Unmasked Estep 
Score: -23510606.000000 Penalty: 3005.755127
	Iteration 0F: 2 clusters Score -2.351061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -23390140.000000 Penalty: 6011.510254
	Iteration 0F: 3 clusters Score -2.339014e+07 nChanged 88363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -23442370.000000 Penalty: 6011.510254
	Iteration 1F: 3 clusters Score -2.344237e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -23443786.000000 Penalty: 6011.510254
	Iteration 2Q: 3 clusters Score -2.344379e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -23445784.000000 Penalty: 6011.510254
	Iteration 3Q: 3 clusters Score -2.344578e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105710 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -23449408.000000 Penalty: 6011.510254
	Iteration 4Q: 3 clusters Score -2.344941e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -23455660.000000 Penalty: 6011.510254
	Iteration 5F: 3 clusters Score -2.345566e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -23465330.000000 Penalty: 6011.510254
	Iteration 6F: 3 clusters Score -2.346533e+07 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -23478772.000000 Penalty: 6011.510254
	Iteration 7F: 3 clusters Score -2.347877e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -23491980.000000 Penalty: 6011.510254
	Iteration 8F: 3 clusters Score -2.349198e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -23500948.000000 Penalty: 6011.510254
	Iteration 9F: 3 clusters Score -2.350095e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -23504640.000000 Penalty: 6011.510254
	Iteration 10Q: 3 clusters Score -2.350464e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -23506310.000000 Penalty: 6011.510254
	Iteration 11Q: 3 clusters Score -2.350631e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162260 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -23507634.000000 Penalty: 6011.510254
	Iteration 12Q: 3 clusters Score -2.350763e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -23508398.000000 Penalty: 6011.510254
	Iteration 13Q: 3 clusters Score -2.35084e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165336 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -23508966.000000 Penalty: 6011.510254
	Iteration 14Q: 3 clusters Score -2.350897e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -23509384.000000 Penalty: 6011.510254
	Iteration 15Q: 3 clusters Score -2.350938e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -23509700.000000 Penalty: 6011.510254
	Iteration 16Q: 3 clusters Score -2.35097e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168782 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -23509898.000000 Penalty: 6011.510254
	Iteration 17Q: 3 clusters Score -2.35099e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -23510114.000000 Penalty: 6011.510254
	Iteration 18Q: 3 clusters Score -2.351011e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170565 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -23510238.000000 Penalty: 6011.510254
	Iteration 19Q: 3 clusters Score -2.351024e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171353 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -23510402.000000 Penalty: 6011.510254
	Iteration 20F: 3 clusters Score -2.35104e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172023 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -23510490.000000 Penalty: 6011.510254
	Iteration 21Q: 3 clusters Score -2.351049e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172664 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -23510552.000000 Penalty: 6011.510254
	Iteration 22Q: 3 clusters Score -2.351055e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -23510646.000000 Penalty: 6011.510254
	Iteration 23Q: 3 clusters Score -2.351065e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173703 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -23510726.000000 Penalty: 6011.510254
	Iteration 24Q: 3 clusters Score -2.351073e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174148 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -23510754.000000 Penalty: 6011.510254
	Iteration 25Q: 3 clusters Score -2.351075e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -23510886.000000 Penalty: 6011.510254
	Iteration 26Q: 3 clusters Score -2.351089e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -23510886.000000 Penalty: 6011.510254
	Iteration 27Q: 3 clusters Score -2.351089e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -23510904.000000 Penalty: 6011.510254
	Iteration 28Q: 3 clusters Score -2.35109e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -23510896.000000 Penalty: 6011.510254
	Iteration 29Q: 3 clusters Score -2.35109e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175615 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -23510864.000000 Penalty: 6011.510254
	Iteration 30Q: 3 clusters Score -2.351086e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175860 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -23510862.000000 Penalty: 6011.510254
	Iteration 31Q: 3 clusters Score -2.351086e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -23510808.000000 Penalty: 6011.510254
	Iteration 32Q: 3 clusters Score -2.351081e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -23510780.000000 Penalty: 6011.510254
	Iteration 33Q: 3 clusters Score -2.351078e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176374 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -23510844.000000 Penalty: 6011.510254
	Iteration 34Q: 3 clusters Score -2.351084e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176501 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -23510890.000000 Penalty: 6011.510254
	Iteration 35Q: 3 clusters Score -2.351089e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176633 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -23510904.000000 Penalty: 6011.510254
	Iteration 36Q: 3 clusters Score -2.35109e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176744 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -23510864.000000 Penalty: 6011.510254
	Iteration 37Q: 3 clusters Score -2.351086e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -23510860.000000 Penalty: 6011.510254
	Iteration 38Q: 3 clusters Score -2.351086e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 6011.510254
	Iteration 39Q: 3 clusters Score -2.351082e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177028 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -23510844.000000 Penalty: 6011.510254
	Iteration 40F: 3 clusters Score -2.351084e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177102 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -23510876.000000 Penalty: 6011.510254
	Iteration 41Q: 3 clusters Score -2.351088e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177173 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -23510844.000000 Penalty: 6011.510254
	Iteration 42Q: 3 clusters Score -2.351084e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177242 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -23510864.000000 Penalty: 6011.510254
	Iteration 43Q: 3 clusters Score -2.351086e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -23510878.000000 Penalty: 6011.510254
	Iteration 44Q: 3 clusters Score -2.351088e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -23510900.000000 Penalty: 6011.510254
	Iteration 45Q: 3 clusters Score -2.35109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177396 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -23510890.000000 Penalty: 6011.510254
	Iteration 46Q: 3 clusters Score -2.351089e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -23510874.000000 Penalty: 6011.510254
	Iteration 47Q: 3 clusters Score -2.351087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -23510864.000000 Penalty: 6011.510254
	Iteration 48Q: 3 clusters Score -2.351086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -23510876.000000 Penalty: 6011.510254
	Iteration 49Q: 3 clusters Score -2.351088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -23510900.000000 Penalty: 6011.510254
	Iteration 50Q: 3 clusters Score -2.35109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -23510878.000000 Penalty: 6011.510254
	Iteration 51Q: 3 clusters Score -2.351088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -23510872.000000 Penalty: 6011.510254
	Iteration 52Q: 3 clusters Score -2.351087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177633 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -23510860.000000 Penalty: 6011.510254
	Iteration 53Q: 3 clusters Score -2.351086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177649 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -23510862.000000 Penalty: 6011.510254
	Iteration 54Q: 3 clusters Score -2.351086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177663 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -23510850.000000 Penalty: 6011.510254
	Iteration 55Q: 3 clusters Score -2.351085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177672 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -23510838.000000 Penalty: 6011.510254
	Iteration 56Q: 3 clusters Score -2.351084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177686 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 57Q: 3 clusters Score -2.351082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177705 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -23510826.000000 Penalty: 6011.510254
	Iteration 58Q: 3 clusters Score -2.351083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 59Q: 3 clusters Score -2.351082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 60F: 3 clusters Score -2.351081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177766 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23510800.000000 Penalty: 6011.510254
	Iteration 61Q: 3 clusters Score -2.35108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177783 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -23510822.000000 Penalty: 6011.510254
	Iteration 62Q: 3 clusters Score -2.351082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177799 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -23510832.000000 Penalty: 6011.510254
	Iteration 63Q: 3 clusters Score -2.351083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -23510822.000000 Penalty: 6011.510254
	Iteration 64Q: 3 clusters Score -2.351082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177820 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 65Q: 3 clusters Score -2.351081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177827 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 66Q: 3 clusters Score -2.351082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177840 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -23510822.000000 Penalty: 6011.510254
	Iteration 67Q: 3 clusters Score -2.351082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177855 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -23510838.000000 Penalty: 6011.510254
	Iteration 68Q: 3 clusters Score -2.351084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177866 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -23510828.000000 Penalty: 6011.510254
	Iteration 69Q: 3 clusters Score -2.351083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -23510830.000000 Penalty: 6011.510254
	Iteration 70Q: 3 clusters Score -2.351083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -23510814.000000 Penalty: 6011.510254
	Iteration 71Q: 3 clusters Score -2.351081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177900 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 6011.510254
	Iteration 72Q: 3 clusters Score -2.351082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 73Q: 3 clusters Score -2.351082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177931 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -23510828.000000 Penalty: 6011.510254
	Iteration 74Q: 3 clusters Score -2.351083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177944 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 75Q: 3 clusters Score -2.351082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177957 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -23510826.000000 Penalty: 6011.510254
	Iteration 76Q: 3 clusters Score -2.351083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177970 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -23510802.000000 Penalty: 6011.510254
	Iteration 77Q: 3 clusters Score -2.35108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177986 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 78Q: 3 clusters Score -2.351081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 79Q: 3 clusters Score -2.351082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178020 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -23510826.000000 Penalty: 6011.510254
	Iteration 80F: 3 clusters Score -2.351083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178033 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -23510810.000000 Penalty: 6011.510254
	Iteration 81Q: 3 clusters Score -2.351081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178048 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -23510806.000000 Penalty: 6011.510254
	Iteration 82Q: 3 clusters Score -2.351081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 83Q: 3 clusters Score -2.351082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178072 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 84Q: 3 clusters Score -2.351082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178086 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -23510840.000000 Penalty: 6011.510254
	Iteration 85Q: 3 clusters Score -2.351084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178107 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -23510814.000000 Penalty: 6011.510254
	Iteration 86Q: 3 clusters Score -2.351081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178133 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 87Q: 3 clusters Score -2.351082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178152 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -23510804.000000 Penalty: 6011.510254
	Iteration 88Q: 3 clusters Score -2.35108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -23510802.000000 Penalty: 6011.510254
	Iteration 89Q: 3 clusters Score -2.35108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178187 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -23510770.000000 Penalty: 6011.510254
	Iteration 90Q: 3 clusters Score -2.351077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178209 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -23510768.000000 Penalty: 6011.510254
	Iteration 91Q: 3 clusters Score -2.351077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -23510794.000000 Penalty: 6011.510254
	Iteration 92Q: 3 clusters Score -2.351079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -23510804.000000 Penalty: 6011.510254
	Iteration 93Q: 3 clusters Score -2.35108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178253 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -23510808.000000 Penalty: 6011.510254
	Iteration 94Q: 3 clusters Score -2.351081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -23510770.000000 Penalty: 6011.510254
	Iteration 95Q: 3 clusters Score -2.351077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178282 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -23510790.000000 Penalty: 6011.510254
	Iteration 96Q: 3 clusters Score -2.351079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -23510810.000000 Penalty: 6011.510254
	Iteration 97Q: 3 clusters Score -2.351081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 6011.510254
	Iteration 98Q: 3 clusters Score -2.351082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178307 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 99Q: 3 clusters Score -2.351081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178309 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 6011.510254
	Iteration 100F: 3 clusters Score -2.351082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 6011.510254
	Iteration 101Q: 3 clusters Score -2.351082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178312 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 102Q: 3 clusters Score -2.351082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178316 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -23510810.000000 Penalty: 6011.510254
	Iteration 103Q: 3 clusters Score -2.351081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -23510800.000000 Penalty: 6011.510254
	Iteration 104Q: 3 clusters Score -2.35108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178324 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -23510798.000000 Penalty: 6011.510254
	Iteration 105Q: 3 clusters Score -2.35108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178332 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -23510784.000000 Penalty: 6011.510254
	Iteration 106Q: 3 clusters Score -2.351078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178336 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -23510782.000000 Penalty: 6011.510254
	Iteration 107Q: 3 clusters Score -2.351078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -23510792.000000 Penalty: 6011.510254
	Iteration 108Q: 3 clusters Score -2.351079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -23510784.000000 Penalty: 6011.510254
	Iteration 109Q: 3 clusters Score -2.351078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -23510784.000000 Penalty: 6011.510254
	Iteration 110Q: 3 clusters Score -2.351078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178352 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -23510790.000000 Penalty: 6011.510254
	Iteration 111Q: 3 clusters Score -2.351079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -23510782.000000 Penalty: 6011.510254
	Iteration 112Q: 3 clusters Score -2.351078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178362 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -23510798.000000 Penalty: 6011.510254
	Iteration 113Q: 3 clusters Score -2.35108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178368 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -23510794.000000 Penalty: 6011.510254
	Iteration 114Q: 3 clusters Score -2.351079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178373 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -23510796.000000 Penalty: 6011.510254
	Iteration 115Q: 3 clusters Score -2.35108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -23510798.000000 Penalty: 6011.510254
	Iteration 116Q: 3 clusters Score -2.35108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178385 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -23510798.000000 Penalty: 6011.510254
	Iteration 117Q: 3 clusters Score -2.35108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -23510796.000000 Penalty: 6011.510254
	Iteration 118Q: 3 clusters Score -2.35108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -23510816.000000 Penalty: 6011.510254
	Iteration 119Q: 3 clusters Score -2.351082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178411 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -23510824.000000 Penalty: 6011.510254
	Iteration 120F: 3 clusters Score -2.351082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -23510814.000000 Penalty: 6011.510254
	Iteration 121Q: 3 clusters Score -2.351081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 122Q: 3 clusters Score -2.351082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178433 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -23510828.000000 Penalty: 6011.510254
	Iteration 123Q: 3 clusters Score -2.351083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178440 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 124Q: 3 clusters Score -2.351082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 125Q: 3 clusters Score -2.351081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178450 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -23510806.000000 Penalty: 6011.510254
	Iteration 126Q: 3 clusters Score -2.351081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178452 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -23510808.000000 Penalty: 6011.510254
	Iteration 127Q: 3 clusters Score -2.351081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178453 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -23510810.000000 Penalty: 6011.510254
	Iteration 128Q: 3 clusters Score -2.351081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178457 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 129Q: 3 clusters Score -2.351081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178461 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -23510818.000000 Penalty: 6011.510254
	Iteration 130Q: 3 clusters Score -2.351082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178462 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -23510812.000000 Penalty: 6011.510254
	Iteration 131Q: 3 clusters Score -2.351081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 132Q: 3 clusters Score -2.351082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -23510820.000000 Penalty: 6011.510254
	Iteration 133F: 3 clusters Score -2.351082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216139 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76827 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91521 members 
Mstep: Class 12 contains 217725 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 178463 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164661 members 
Mstep: Class 21 contains 123990 members 
Mstep: Class 22 contains 71204 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
Score: -149699968.000000 Penalty: 65918.976562
Splitting cluster 18 changes total score from -149700032.000000 to -149699968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -227167.171875 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -227167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -224608.031250 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -224608 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -225089.500000 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -225089.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -225195.343750 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -225195.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225243.484375 Penalty: 3747.469238
	Iteration 3Q: 3 clusters Score -225243.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225266.968750 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -225267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -225284.359375 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -225284.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -225293.203125 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -225293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -225302.265625 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -225302.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -225316.531250 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -225316.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -225325.828125 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -225325.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225331.562500 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -225331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225336.656250 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -225336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225341.453125 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -225341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -225349.093750 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -225349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225358.437500 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -225358.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -225369.500000 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -225369.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -225386.531250 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -225386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -225414.875000 Penalty: 3747.469238
	Iteration 17Q: 3 clusters Score -225414.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -225441.718750 Penalty: 3747.469238
	Iteration 18Q: 3 clusters Score -225441.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -225462.218750 Penalty: 3747.469238
	Iteration 19Q: 3 clusters Score -225462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -225477.015625 Penalty: 3747.469238
	Iteration 20F: 3 clusters Score -225477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -225486.250000 Penalty: 3747.469238
	Iteration 21Q: 3 clusters Score -225486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -225492.625000 Penalty: 3747.469238
	Iteration 22Q: 3 clusters Score -225492.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -225497.062500 Penalty: 3747.469238
	Iteration 23Q: 3 clusters Score -225497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -225501.906250 Penalty: 3747.469238
	Iteration 24Q: 3 clusters Score -225501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -225502.953125 Penalty: 3747.469238
	Iteration 25Q: 3 clusters Score -225503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -225505.234375 Penalty: 3747.469238
	Iteration 26Q: 3 clusters Score -225505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -225510.890625 Penalty: 3747.469238
	Iteration 27Q: 3 clusters Score -225510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -225514.640625 Penalty: 3747.469238
	Iteration 28Q: 3 clusters Score -225514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -225515.359375 Penalty: 3747.469238
	Iteration 29Q: 3 clusters Score -225515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -225516.515625 Penalty: 3747.469238
	Iteration 30Q: 3 clusters Score -225516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -225517.984375 Penalty: 3747.469238
	Iteration 31Q: 3 clusters Score -225518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -225520.265625 Penalty: 3747.469238
	Iteration 32Q: 3 clusters Score -225520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -225520.828125 Penalty: 3747.469238
	Iteration 33Q: 3 clusters Score -225520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -225522.171875 Penalty: 3747.469238
	Iteration 34Q: 3 clusters Score -225522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -225523.687500 Penalty: 3747.469238
	Iteration 35Q: 3 clusters Score -225523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -225529.328125 Penalty: 3747.469238
	Iteration 36Q: 3 clusters Score -225529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -225533.359375 Penalty: 3747.469238
	Iteration 37Q: 3 clusters Score -225533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -225535.140625 Penalty: 3747.469238
	Iteration 38Q: 3 clusters Score -225535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -225535.218750 Penalty: 3747.469238
	Iteration 39Q: 3 clusters Score -225535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -225536.234375 Penalty: 3747.469238
	Iteration 40F: 3 clusters Score -225536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164661 members 
Entering Unmasked Estep 
Score: -21060062.000000 Penalty: 2978.887695
	Iteration 0F: 2 clusters Score -2.106006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -20950648.000000 Penalty: 5957.775391
	Iteration 0F: 3 clusters Score -2.095065e+07 nChanged 78883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -20996520.000000 Penalty: 5957.775391
	Iteration 1F: 3 clusters Score -2.099652e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -20997368.000000 Penalty: 5957.775391
	Iteration 2Q: 3 clusters Score -2.099737e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -20999044.000000 Penalty: 5957.775391
	Iteration 3Q: 3 clusters Score -2.099904e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -21001308.000000 Penalty: 5957.775391
	Iteration 4Q: 3 clusters Score -2.100131e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -21004908.000000 Penalty: 5957.775391
	Iteration 5Q: 3 clusters Score -2.100491e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -21010788.000000 Penalty: 5957.775391
	Iteration 6F: 3 clusters Score -2.101079e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -21018642.000000 Penalty: 5957.775391
	Iteration 7F: 3 clusters Score -2.101864e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -21027860.000000 Penalty: 5957.775391
	Iteration 8F: 3 clusters Score -2.102786e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -21036372.000000 Penalty: 5957.775391
	Iteration 9F: 3 clusters Score -2.103637e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 144847 members 
Entering Unmasked Estep 
Score: -21043008.000000 Penalty: 5957.775391
	Iteration 10F: 3 clusters Score -2.104301e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -21048192.000000 Penalty: 5957.775391
	Iteration 11Q: 3 clusters Score -2.104819e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -21051746.000000 Penalty: 5957.775391
	Iteration 12Q: 3 clusters Score -2.105175e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -21053926.000000 Penalty: 5957.775391
	Iteration 13Q: 3 clusters Score -2.105393e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -21055360.000000 Penalty: 5957.775391
	Iteration 14Q: 3 clusters Score -2.105536e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -21056182.000000 Penalty: 5957.775391
	Iteration 15Q: 3 clusters Score -2.105618e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -21056724.000000 Penalty: 5957.775391
	Iteration 16Q: 3 clusters Score -2.105672e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -21056922.000000 Penalty: 5957.775391
	Iteration 17Q: 3 clusters Score -2.105692e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -21057124.000000 Penalty: 5957.775391
	Iteration 18Q: 3 clusters Score -2.105712e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 163530 members 
Entering Unmasked Estep 
Score: -21057264.000000 Penalty: 5957.775391
	Iteration 19Q: 3 clusters Score -2.105726e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -21057346.000000 Penalty: 5957.775391
	Iteration 20F: 3 clusters Score -2.105735e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -21057364.000000 Penalty: 5957.775391
	Iteration 21Q: 3 clusters Score -2.105736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 163751 members 
Entering Unmasked Estep 
Score: -21057370.000000 Penalty: 5957.775391
	Iteration 22Q: 3 clusters Score -2.105737e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 163776 members 
Entering Unmasked Estep 
Score: -21057386.000000 Penalty: 5957.775391
	Iteration 23Q: 3 clusters Score -2.105739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -21057394.000000 Penalty: 5957.775391
	Iteration 24Q: 3 clusters Score -2.105739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 163815 members 
Entering Unmasked Estep 
Score: -21057384.000000 Penalty: 5957.775391
	Iteration 25Q: 3 clusters Score -2.105738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 163826 members 
Entering Unmasked Estep 
Score: -21057410.000000 Penalty: 5957.775391
	Iteration 26Q: 3 clusters Score -2.105741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -21057412.000000 Penalty: 5957.775391
	Iteration 27Q: 3 clusters Score -2.105741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -21057432.000000 Penalty: 5957.775391
	Iteration 28Q: 3 clusters Score -2.105743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -21057414.000000 Penalty: 5957.775391
	Iteration 29Q: 3 clusters Score -2.105741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 163856 members 
Entering Unmasked Estep 
Score: -21057428.000000 Penalty: 5957.775391
	Iteration 30Q: 3 clusters Score -2.105743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -21057442.000000 Penalty: 5957.775391
	Iteration 31Q: 3 clusters Score -2.105744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -21057442.000000 Penalty: 5957.775391
	Iteration 32Q: 3 clusters Score -2.105744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -21057446.000000 Penalty: 5957.775391
	Iteration 33Q: 3 clusters Score -2.105745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -21057432.000000 Penalty: 5957.775391
	Iteration 34Q: 3 clusters Score -2.105743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -21057450.000000 Penalty: 5957.775391
	Iteration 35Q: 3 clusters Score -2.105745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 163884 members 
Entering Unmasked Estep 
Score: -21057452.000000 Penalty: 5957.775391
	Iteration 36Q: 3 clusters Score -2.105745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -21057460.000000 Penalty: 5957.775391
	Iteration 37Q: 3 clusters Score -2.105746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 163890 members 
Entering Unmasked Estep 
Score: -21057474.000000 Penalty: 5957.775391
	Iteration 38Q: 3 clusters Score -2.105747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -21057460.000000 Penalty: 5957.775391
	Iteration 39Q: 3 clusters Score -2.105746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -21057466.000000 Penalty: 5957.775391
	Iteration 40F: 3 clusters Score -2.105747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -21057470.000000 Penalty: 5957.775391
	Iteration 41Q: 3 clusters Score -2.105747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -21057474.000000 Penalty: 5957.775391
	Iteration 42Q: 3 clusters Score -2.105747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -21057468.000000 Penalty: 5957.775391
	Iteration 43Q: 3 clusters Score -2.105747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -21057478.000000 Penalty: 5957.775391
	Iteration 44Q: 3 clusters Score -2.105748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -21057482.000000 Penalty: 5957.775391
	Iteration 45Q: 3 clusters Score -2.105748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -21057490.000000 Penalty: 5957.775391
	Iteration 46Q: 3 clusters Score -2.105749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -21057496.000000 Penalty: 5957.775391
	Iteration 47Q: 3 clusters Score -2.10575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -21057484.000000 Penalty: 5957.775391
	Iteration 48Q: 3 clusters Score -2.105748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -21057508.000000 Penalty: 5957.775391
	Iteration 49Q: 3 clusters Score -2.105751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -21057520.000000 Penalty: 5957.775391
	Iteration 50Q: 3 clusters Score -2.105752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -21057520.000000 Penalty: 5957.775391
	Iteration 51Q: 3 clusters Score -2.105752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 163950 members 
Entering Unmasked Estep 
Score: -21057540.000000 Penalty: 5957.775391
	Iteration 52Q: 3 clusters Score -2.105754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -21057522.000000 Penalty: 5957.775391
	Iteration 53Q: 3 clusters Score -2.105752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -21057554.000000 Penalty: 5957.775391
	Iteration 54Q: 3 clusters Score -2.105755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -21057554.000000 Penalty: 5957.775391
	Iteration 55Q: 3 clusters Score -2.105755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -21057570.000000 Penalty: 5957.775391
	Iteration 56Q: 3 clusters Score -2.105757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -21057570.000000 Penalty: 5957.775391
	Iteration 57Q: 3 clusters Score -2.105757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -21057592.000000 Penalty: 5957.775391
	Iteration 58Q: 3 clusters Score -2.105759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -21057584.000000 Penalty: 5957.775391
	Iteration 59Q: 3 clusters Score -2.105758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 163990 members 
Entering Unmasked Estep 
Score: -21057582.000000 Penalty: 5957.775391
	Iteration 60F: 3 clusters Score -2.105758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 163993 members 
Entering Unmasked Estep 
Score: -21057572.000000 Penalty: 5957.775391
	Iteration 61Q: 3 clusters Score -2.105757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -21057588.000000 Penalty: 5957.775391
	Iteration 62Q: 3 clusters Score -2.105759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 163999 members 
Entering Unmasked Estep 
Score: -21057588.000000 Penalty: 5957.775391
	Iteration 63Q: 3 clusters Score -2.105759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -21057596.000000 Penalty: 5957.775391
	Iteration 64Q: 3 clusters Score -2.10576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -21057596.000000 Penalty: 5957.775391
	Iteration 65F: 3 clusters Score -2.10576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (123990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Entering Unmasked Estep 
Score: -15940659.000000 Penalty: 2908.532959
	Iteration 0F: 2 clusters Score -1.594066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -15857765.000000 Penalty: 5817.065918
	Iteration 0F: 3 clusters Score -1.585776e+07 nChanged 58775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -15891831.000000 Penalty: 5817.065918
	Iteration 1F: 3 clusters Score -1.589183e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -15893465.000000 Penalty: 5817.065918
	Iteration 2Q: 3 clusters Score -1.589346e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -15896320.000000 Penalty: 5817.065918
	Iteration 3F: 3 clusters Score -1.589632e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -15901783.000000 Penalty: 5817.065918
	Iteration 4F: 3 clusters Score -1.590178e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -15911064.000000 Penalty: 5817.065918
	Iteration 5F: 3 clusters Score -1.591106e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -15922434.000000 Penalty: 5817.065918
	Iteration 6F: 3 clusters Score -1.592243e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -15931499.000000 Penalty: 5817.065918
	Iteration 7F: 3 clusters Score -1.59315e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 120147 members 
Entering Unmasked Estep 
Score: -15935927.000000 Penalty: 5817.065918
	Iteration 8Q: 3 clusters Score -1.593593e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 121838 members 
Entering Unmasked Estep 
Score: -15937641.000000 Penalty: 5817.065918
	Iteration 9Q: 3 clusters Score -1.593764e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 122357 members 
Entering Unmasked Estep 
Score: -15938351.000000 Penalty: 5817.065918
	Iteration 10Q: 3 clusters Score -1.593835e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 122474 members 
Entering Unmasked Estep 
Score: -15938617.000000 Penalty: 5817.065918
	Iteration 11Q: 3 clusters Score -1.593862e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -15938743.000000 Penalty: 5817.065918
	Iteration 12Q: 3 clusters Score -1.593874e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 122517 members 
Entering Unmasked Estep 
Score: -15938843.000000 Penalty: 5817.065918
	Iteration 13Q: 3 clusters Score -1.593884e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 122528 members 
Entering Unmasked Estep 
Score: -15938882.000000 Penalty: 5817.065918
	Iteration 14Q: 3 clusters Score -1.593888e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 122516 members 
Entering Unmasked Estep 
Score: -15938947.000000 Penalty: 5817.065918
	Iteration 15Q: 3 clusters Score -1.593895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 122514 members 
Entering Unmasked Estep 
Score: -15938946.000000 Penalty: 5817.065918
	Iteration 16Q: 3 clusters Score -1.593895e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 122515 members 
Entering Unmasked Estep 
Score: -15938964.000000 Penalty: 5817.065918
	Iteration 17Q: 3 clusters Score -1.593896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 122513 members 
Entering Unmasked Estep 
Score: -15938955.000000 Penalty: 5817.065918
	Iteration 18Q: 3 clusters Score -1.593896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -15938975.000000 Penalty: 5817.065918
	Iteration 19Q: 3 clusters Score -1.593898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 122491 members 
Entering Unmasked Estep 
Score: -15938985.000000 Penalty: 5817.065918
	Iteration 20F: 3 clusters Score -1.593898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 122485 members 
Entering Unmasked Estep 
Score: -15939000.000000 Penalty: 5817.065918
	Iteration 21Q: 3 clusters Score -1.5939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -15939015.000000 Penalty: 5817.065918
	Iteration 22Q: 3 clusters Score -1.593902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 122467 members 
Entering Unmasked Estep 
Score: -15939011.000000 Penalty: 5817.065918
	Iteration 23Q: 3 clusters Score -1.593901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -15939020.000000 Penalty: 5817.065918
	Iteration 24Q: 3 clusters Score -1.593902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -15939013.000000 Penalty: 5817.065918
	Iteration 25Q: 3 clusters Score -1.593901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -15939019.000000 Penalty: 5817.065918
	Iteration 26Q: 3 clusters Score -1.593902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -15939017.000000 Penalty: 5817.065918
	Iteration 27Q: 3 clusters Score -1.593902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 122452 members 
Entering Unmasked Estep 
Score: -15939018.000000 Penalty: 5817.065918
	Iteration 28Q: 3 clusters Score -1.593902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 122450 members 
Entering Unmasked Estep 
Score: -15939015.000000 Penalty: 5817.065918
	Iteration 29Q: 3 clusters Score -1.593902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 122449 members 
Entering Unmasked Estep 
Score: -15938998.000000 Penalty: 5817.065918
	Iteration 30Q: 3 clusters Score -1.5939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -15939008.000000 Penalty: 5817.065918
	Iteration 31Q: 3 clusters Score -1.593901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 122444 members 
Entering Unmasked Estep 
Score: -15939012.000000 Penalty: 5817.065918
	Iteration 32Q: 3 clusters Score -1.593901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -15939024.000000 Penalty: 5817.065918
	Iteration 33Q: 3 clusters Score -1.593902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -15939003.000000 Penalty: 5817.065918
	Iteration 34Q: 3 clusters Score -1.5939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 122432 members 
Entering Unmasked Estep 
Score: -15939004.000000 Penalty: 5817.065918
	Iteration 35Q: 3 clusters Score -1.5939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -15939001.000000 Penalty: 5817.065918
	Iteration 36Q: 3 clusters Score -1.5939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -15939023.000000 Penalty: 5817.065918
	Iteration 37Q: 3 clusters Score -1.593902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -15939014.000000 Penalty: 5817.065918
	Iteration 38Q: 3 clusters Score -1.593901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -15939016.000000 Penalty: 5817.065918
	Iteration 39Q: 3 clusters Score -1.593902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -15939017.000000 Penalty: 5817.065918
	Iteration 40F: 3 clusters Score -1.593902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -15939021.000000 Penalty: 5817.065918
	Iteration 41Q: 3 clusters Score -1.593902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -15939020.000000 Penalty: 5817.065918
	Iteration 42Q: 3 clusters Score -1.593902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 122422 members 
Entering Unmasked Estep 
Score: -15939020.000000 Penalty: 5817.065918
	Iteration 43F: 3 clusters Score -1.593902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Entering Unmasked Estep 
Score: -9214826.000000 Penalty: 2770.979492
	Iteration 0F: 2 clusters Score -9214826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -9166934.000000 Penalty: 5541.958984
	Iteration 0F: 3 clusters Score -9166934 nChanged 33289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -9185822.000000 Penalty: 5541.958984
	Iteration 1F: 3 clusters Score -9185822 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -9186570.000000 Penalty: 5541.958984
	Iteration 2Q: 3 clusters Score -9186570 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -9187459.000000 Penalty: 5541.958984
	Iteration 3Q: 3 clusters Score -9187459 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -9188645.000000 Penalty: 5541.958984
	Iteration 4Q: 3 clusters Score -9188645 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -9190171.000000 Penalty: 5541.958984
	Iteration 5Q: 3 clusters Score -9190171 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -9192491.000000 Penalty: 5541.958984
	Iteration 6F: 3 clusters Score -9192491 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -9195727.000000 Penalty: 5541.958984
	Iteration 7F: 3 clusters Score -9195727 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -9199882.000000 Penalty: 5541.958984
	Iteration 8F: 3 clusters Score -9199882 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -9204272.000000 Penalty: 5541.958984
	Iteration 9F: 3 clusters Score -9204272 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -9207852.000000 Penalty: 5541.958984
	Iteration 10F: 3 clusters Score -9207852 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -9209957.000000 Penalty: 5541.958984
	Iteration 11Q: 3 clusters Score -9209957 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -9211033.000000 Penalty: 5541.958984
	Iteration 12Q: 3 clusters Score -9211033 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -9211523.000000 Penalty: 5541.958984
	Iteration 13Q: 3 clusters Score -9211523 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -9211825.000000 Penalty: 5541.958984
	Iteration 14Q: 3 clusters Score -9211825 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -9212078.000000 Penalty: 5541.958984
	Iteration 15Q: 3 clusters Score -9212078 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -9212214.000000 Penalty: 5541.958984
	Iteration 16Q: 3 clusters Score -9212214 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -9212314.000000 Penalty: 5541.958984
	Iteration 17Q: 3 clusters Score -9212314 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -9212395.000000 Penalty: 5541.958984
	Iteration 18Q: 3 clusters Score -9212395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -9212445.000000 Penalty: 5541.958984
	Iteration 19Q: 3 clusters Score -9212445 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -9212504.000000 Penalty: 5541.958984
	Iteration 20F: 3 clusters Score -9212504 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -9212571.000000 Penalty: 5541.958984
	Iteration 21Q: 3 clusters Score -9212571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -9212578.000000 Penalty: 5541.958984
	Iteration 22Q: 3 clusters Score -9212578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -9212609.000000 Penalty: 5541.958984
	Iteration 23Q: 3 clusters Score -9212609 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -9212639.000000 Penalty: 5541.958984
	Iteration 24Q: 3 clusters Score -9212639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -9212671.000000 Penalty: 5541.958984
	Iteration 25Q: 3 clusters Score -9212671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -9212701.000000 Penalty: 5541.958984
	Iteration 26Q: 3 clusters Score -9212701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -9212704.000000 Penalty: 5541.958984
	Iteration 27Q: 3 clusters Score -9212704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -9212725.000000 Penalty: 5541.958984
	Iteration 28Q: 3 clusters Score -9212725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -9212737.000000 Penalty: 5541.958984
	Iteration 29Q: 3 clusters Score -9212737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -9212757.000000 Penalty: 5541.958984
	Iteration 30Q: 3 clusters Score -9212757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -9212760.000000 Penalty: 5541.958984
	Iteration 31Q: 3 clusters Score -9212760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -9212767.000000 Penalty: 5541.958984
	Iteration 32Q: 3 clusters Score -9212767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -9212768.000000 Penalty: 5541.958984
	Iteration 33Q: 3 clusters Score -9212768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -9212774.000000 Penalty: 5541.958984
	Iteration 34Q: 3 clusters Score -9212774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -9212780.000000 Penalty: 5541.958984
	Iteration 35Q: 3 clusters Score -9212780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -9212780.000000 Penalty: 5541.958984
	Iteration 36Q: 3 clusters Score -9212780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -9212780.000000 Penalty: 5541.958984
	Iteration 37Q: 3 clusters Score -9212780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -9212799.000000 Penalty: 5541.958984
	Iteration 38Q: 3 clusters Score -9212799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -9212798.000000 Penalty: 5541.958984
	Iteration 39Q: 3 clusters Score -9212798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -9212797.000000 Penalty: 5541.958984
	Iteration 40F: 3 clusters Score -9212797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -9212797.000000 Penalty: 5541.958984
	Iteration 41Q: 3 clusters Score -9212797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -9212808.000000 Penalty: 5541.958984
	Iteration 42Q: 3 clusters Score -9212808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -9212801.000000 Penalty: 5541.958984
	Iteration 43Q: 3 clusters Score -9212801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -9212810.000000 Penalty: 5541.958984
	Iteration 44Q: 3 clusters Score -9212810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -9212806.000000 Penalty: 5541.958984
	Iteration 45Q: 3 clusters Score -9212806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -9212811.000000 Penalty: 5541.958984
	Iteration 46Q: 3 clusters Score -9212811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -9212816.000000 Penalty: 5541.958984
	Iteration 47Q: 3 clusters Score -9212816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9212813.000000 Penalty: 5541.958984
	Iteration 48Q: 3 clusters Score -9212813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9212813.000000 Penalty: 5541.958984
	Iteration 49F: 3 clusters Score -9212813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79390.906250 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -79390.91 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 346 members 
Entering Unmasked Estep 
Score: -77765.625000 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -77765.62 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77984.664062 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -77984.66 nChanged 48
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: -78073.625000 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -78073.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78133.664062 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -78133.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78193.648438 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -78193.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78246.585938 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -78246.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78309.734375 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -78309.73 nChanged 32
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: -78419.343750 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -78419.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78513.210938 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -78513.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78605.015625 Penalty: 3246.493408
	Iteration 9F: 3 clusters Score -78605.02 nChanged 21
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: -78670.656250 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -78670.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78744.445312 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -78744.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78785.257812 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -78785.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78797.007812 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -78797.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78799.546875 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -78799.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78803.382812 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -78803.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -78803.382812 Penalty: 3246.493408
	Iteration 16F: 3 clusters Score -78803.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216139 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76827 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91521 members 
Mstep: Class 12 contains 217725 members 
Mstep: Class 14 contains 29091 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183502 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164661 members 
Mstep: Class 21 contains 123990 members 
Mstep: Class 22 contains 71204 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699904.000000 Penalty: 62449.558594
Iteration 119Q: 19 clusters Score -1.496999e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76912 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91485 members 
Mstep: Class 12 contains 217783 members 
Mstep: Class 14 contains 29074 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183478 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 164591 members 
Mstep: Class 21 contains 124077 members 
Mstep: Class 22 contains 71075 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699776.000000 Penalty: 62449.558594
Iteration 120F: 19 clusters Score -1.496998e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216194 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 76986 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91437 members 
Mstep: Class 12 contains 217859 members 
Mstep: Class 14 contains 29049 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183471 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 164516 members 
Mstep: Class 21 contains 124176 members 
Mstep: Class 22 contains 70941 members 
Mstep: Class 23 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699536.000000 Penalty: 62449.558594
Iteration 121Q: 19 clusters Score -1.496995e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216208 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77034 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91387 members 
Mstep: Class 12 contains 217923 members 
Mstep: Class 14 contains 29029 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183513 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 164438 members 
Mstep: Class 21 contains 124272 members 
Mstep: Class 22 contains 70807 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699488.000000 Penalty: 62449.558594
Iteration 122Q: 19 clusters Score -1.496995e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216187 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77077 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91348 members 
Mstep: Class 12 contains 217990 members 
Mstep: Class 14 contains 29018 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183543 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 164366 members 
Mstep: Class 21 contains 124382 members 
Mstep: Class 22 contains 70678 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699536.000000 Penalty: 62449.558594
Iteration 123Q: 19 clusters Score -1.496995e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216148 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5686 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77118 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91322 members 
Mstep: Class 12 contains 218076 members 
Mstep: Class 14 contains 29006 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183578 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 164301 members 
Mstep: Class 21 contains 124463 members 
Mstep: Class 22 contains 70565 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699520.000000 Penalty: 62449.558594
Iteration 124Q: 19 clusters Score -1.496995e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216086 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5702 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77158 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91308 members 
Mstep: Class 12 contains 218156 members 
Mstep: Class 14 contains 28998 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183590 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 164240 members 
Mstep: Class 21 contains 124552 members 
Mstep: Class 22 contains 70476 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699664.000000 Penalty: 62449.558594
Iteration 125Q: 19 clusters Score -1.496997e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216068 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77197 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91280 members 
Mstep: Class 12 contains 218220 members 
Mstep: Class 14 contains 28982 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183606 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 164173 members 
Mstep: Class 21 contains 124638 members 
Mstep: Class 22 contains 70384 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699536.000000 Penalty: 62449.558594
Iteration 126Q: 19 clusters Score -1.496995e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216057 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77219 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91267 members 
Mstep: Class 12 contains 218304 members 
Mstep: Class 14 contains 28977 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183623 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 164090 members 
Mstep: Class 21 contains 124698 members 
Mstep: Class 22 contains 70296 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699632.000000 Penalty: 62449.558594
Iteration 127Q: 19 clusters Score -1.496996e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216029 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77255 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91247 members 
Mstep: Class 12 contains 218384 members 
Mstep: Class 14 contains 28968 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183623 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 164030 members 
Mstep: Class 21 contains 124778 members 
Mstep: Class 22 contains 70205 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699728.000000 Penalty: 62449.558594
Iteration 128Q: 19 clusters Score -1.496997e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216017 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77294 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91224 members 
Mstep: Class 12 contains 218460 members 
Mstep: Class 14 contains 28962 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183592 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 163986 members 
Mstep: Class 21 contains 124851 members 
Mstep: Class 22 contains 70126 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699760.000000 Penalty: 62449.558594
Iteration 129Q: 19 clusters Score -1.496998e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216026 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77338 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91207 members 
Mstep: Class 12 contains 218513 members 
Mstep: Class 14 contains 28961 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183559 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 163938 members 
Mstep: Class 21 contains 124928 members 
Mstep: Class 22 contains 70038 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699648.000000 Penalty: 62449.558594
Iteration 130Q: 19 clusters Score -1.496996e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215989 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5768 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77372 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91199 members 
Mstep: Class 12 contains 218594 members 
Mstep: Class 14 contains 28956 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183546 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 163878 members 
Mstep: Class 21 contains 125004 members 
Mstep: Class 22 contains 69960 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699712.000000 Penalty: 62449.558594
Iteration 131Q: 19 clusters Score -1.496997e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215964 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5773 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77418 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91195 members 
Mstep: Class 12 contains 218659 members 
Mstep: Class 14 contains 28947 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183535 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163809 members 
Mstep: Class 21 contains 125062 members 
Mstep: Class 22 contains 69902 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699664.000000 Penalty: 62449.558594
Iteration 132Q: 19 clusters Score -1.496997e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215955 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5777 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77454 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91193 members 
Mstep: Class 12 contains 218711 members 
Mstep: Class 14 contains 28940 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183529 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163738 members 
Mstep: Class 21 contains 125105 members 
Mstep: Class 22 contains 69862 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699568.000000 Penalty: 62449.558594
Iteration 133Q: 19 clusters Score -1.496996e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215947 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5781 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77483 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91186 members 
Mstep: Class 12 contains 218761 members 
Mstep: Class 14 contains 28937 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183532 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163665 members 
Mstep: Class 21 contains 125162 members 
Mstep: Class 22 contains 69810 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699664.000000 Penalty: 62449.558594
Iteration 134Q: 19 clusters Score -1.496997e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215932 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77513 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91185 members 
Mstep: Class 12 contains 218817 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183532 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163595 members 
Mstep: Class 21 contains 125210 members 
Mstep: Class 22 contains 69764 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699616.000000 Penalty: 62449.558594
Iteration 135Q: 19 clusters Score -1.496996e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215928 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5791 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77539 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91174 members 
Mstep: Class 12 contains 218845 members 
Mstep: Class 14 contains 28927 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183562 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163517 members 
Mstep: Class 21 contains 125260 members 
Mstep: Class 22 contains 69721 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699664.000000 Penalty: 62449.558594
Iteration 136Q: 19 clusters Score -1.496997e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215944 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5792 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77564 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91163 members 
Mstep: Class 12 contains 218856 members 
Mstep: Class 14 contains 28922 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183585 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163429 members 
Mstep: Class 21 contains 125324 members 
Mstep: Class 22 contains 69685 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699680.000000 Penalty: 62449.558594
Iteration 137Q: 19 clusters Score -1.496997e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215950 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77582 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91143 members 
Mstep: Class 12 contains 218880 members 
Mstep: Class 14 contains 28917 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183606 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163353 members 
Mstep: Class 21 contains 125386 members 
Mstep: Class 22 contains 69652 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699632.000000 Penalty: 62449.558594
Iteration 138Q: 19 clusters Score -1.496996e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215948 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5796 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77609 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91117 members 
Mstep: Class 12 contains 218894 members 
Mstep: Class 14 contains 28914 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183612 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 163295 members 
Mstep: Class 21 contains 125453 members 
Mstep: Class 22 contains 69626 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699584.000000 Penalty: 62449.558594
Iteration 139Q: 19 clusters Score -1.496996e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215945 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77634 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91099 members 
Mstep: Class 12 contains 218910 members 
Mstep: Class 14 contains 28914 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183626 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163234 members 
Mstep: Class 21 contains 125508 members 
Mstep: Class 22 contains 69596 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699648.000000 Penalty: 62449.558594
Iteration 140F: 19 clusters Score -1.496996e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215941 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5800 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77655 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91081 members 
Mstep: Class 12 contains 218925 members 
Mstep: Class 14 contains 28912 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183643 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163179 members 
Mstep: Class 21 contains 125562 members 
Mstep: Class 22 contains 69565 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699696.000000 Penalty: 62449.558594
Iteration 141Q: 19 clusters Score -1.496997e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215943 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77666 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91060 members 
Mstep: Class 12 contains 218950 members 
Mstep: Class 14 contains 28910 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183659 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163114 members 
Mstep: Class 21 contains 125619 members 
Mstep: Class 22 contains 69540 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699568.000000 Penalty: 62449.558594
Iteration 142Q: 19 clusters Score -1.496996e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215940 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77678 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91047 members 
Mstep: Class 12 contains 218949 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183668 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163079 members 
Mstep: Class 21 contains 125674 members 
Mstep: Class 22 contains 69514 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699488.000000 Penalty: 62449.558594
Iteration 143Q: 19 clusters Score -1.496995e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215926 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5809 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77694 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91035 members 
Mstep: Class 12 contains 218951 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183678 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163044 members 
Mstep: Class 21 contains 125742 members 
Mstep: Class 22 contains 69476 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699408.000000 Penalty: 62449.558594
Iteration 144Q: 19 clusters Score -1.496994e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5812 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77708 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91024 members 
Mstep: Class 12 contains 218970 members 
Mstep: Class 14 contains 28906 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183699 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 163014 members 
Mstep: Class 21 contains 125802 members 
Mstep: Class 22 contains 69436 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699440.000000 Penalty: 62449.558594
Iteration 145Q: 19 clusters Score -1.496994e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215861 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77723 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91014 members 
Mstep: Class 12 contains 218982 members 
Mstep: Class 14 contains 28905 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183722 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162976 members 
Mstep: Class 21 contains 125864 members 
Mstep: Class 22 contains 69399 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699328.000000 Penalty: 62449.558594
Iteration 146Q: 19 clusters Score -1.496993e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215834 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 5821 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77732 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 91003 members 
Mstep: Class 12 contains 219015 members 
Mstep: Class 14 contains 28902 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183736 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162937 members 
Mstep: Class 21 contains 125922 members 
Mstep: Class 22 contains 69361 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699264.000000 Penalty: 62449.558594
Iteration 147Q: 19 clusters Score -1.496993e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215812 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77742 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90989 members 
Mstep: Class 12 contains 219026 members 
Mstep: Class 14 contains 28901 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183737 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162912 members 
Mstep: Class 21 contains 125982 members 
Mstep: Class 22 contains 69334 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 62449.558594
Iteration 148Q: 19 clusters Score -1.496992e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215801 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77752 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90983 members 
Mstep: Class 12 contains 219017 members 
Mstep: Class 14 contains 28898 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183745 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162882 members 
Mstep: Class 21 contains 126051 members 
Mstep: Class 22 contains 69303 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 62449.558594
Iteration 149Q: 19 clusters Score -1.496991e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215765 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77763 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90972 members 
Mstep: Class 12 contains 219022 members 
Mstep: Class 14 contains 28896 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183762 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162860 members 
Mstep: Class 21 contains 126114 members 
Mstep: Class 22 contains 69275 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699248.000000 Penalty: 62449.558594
Iteration 150Q: 19 clusters Score -1.496992e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215731 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77776 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90958 members 
Mstep: Class 12 contains 219020 members 
Mstep: Class 14 contains 28893 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183780 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162844 members 
Mstep: Class 21 contains 126170 members 
Mstep: Class 22 contains 69254 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 62449.558594
Iteration 151Q: 19 clusters Score -1.496992e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215714 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77789 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90940 members 
Mstep: Class 12 contains 219025 members 
Mstep: Class 14 contains 28891 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183782 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162825 members 
Mstep: Class 21 contains 126228 members 
Mstep: Class 22 contains 69232 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 62449.558594
Iteration 152Q: 19 clusters Score -1.496992e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215682 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77803 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90928 members 
Mstep: Class 12 contains 219031 members 
Mstep: Class 14 contains 28890 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183790 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162815 members 
Mstep: Class 21 contains 126273 members 
Mstep: Class 22 contains 69213 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 62449.558594
Iteration 153Q: 19 clusters Score -1.496992e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215670 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77813 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90919 members 
Mstep: Class 12 contains 219038 members 
Mstep: Class 14 contains 28883 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183790 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 162805 members 
Mstep: Class 21 contains 126311 members 
Mstep: Class 22 contains 69196 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699248.000000 Penalty: 62449.558594
Iteration 154Q: 19 clusters Score -1.496992e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215657 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77821 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90913 members 
Mstep: Class 12 contains 219052 members 
Mstep: Class 14 contains 28876 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183792 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 162785 members 
Mstep: Class 21 contains 126348 members 
Mstep: Class 22 contains 69183 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 62449.558594
Iteration 155Q: 19 clusters Score -1.496992e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215641 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77829 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90908 members 
Mstep: Class 12 contains 219074 members 
Mstep: Class 14 contains 28860 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183790 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162772 members 
Mstep: Class 21 contains 126391 members 
Mstep: Class 22 contains 69163 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 62449.558594
Iteration 156Q: 19 clusters Score -1.496992e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215633 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77837 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90904 members 
Mstep: Class 12 contains 219088 members 
Mstep: Class 14 contains 28846 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183789 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162752 members 
Mstep: Class 21 contains 126427 members 
Mstep: Class 22 contains 69152 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699312.000000 Penalty: 62449.558594
Iteration 157Q: 19 clusters Score -1.496993e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215626 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77838 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90899 members 
Mstep: Class 12 contains 219104 members 
Mstep: Class 14 contains 28834 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183780 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162735 members 
Mstep: Class 21 contains 126466 members 
Mstep: Class 22 contains 69146 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 62449.558594
Iteration 158Q: 19 clusters Score -1.496991e+08 nChanged 198
Entering ConstructFrom: 
Score: -149699136.000000 Penalty: 62449.558594
Entering ConstructFrom: 
Trying to split cluster 1 (215635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215635 members 
Entering Unmasked Estep 
Score: -27705790.000000 Penalty: 3045.772949
	Iteration 0F: 2 clusters Score -2.770579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -27569432.000000 Penalty: 6091.545898
	Iteration 0F: 3 clusters Score -2.756943e+07 nChanged 103485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -27630088.000000 Penalty: 6091.545898
	Iteration 1F: 3 clusters Score -2.763009e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -27632164.000000 Penalty: 6091.545898
	Iteration 2Q: 3 clusters Score -2.763216e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130987 members 
Mstep: Class 2 contains 84648 members 
Entering Unmasked Estep 
Score: -27636002.000000 Penalty: 6091.545898
	Iteration 3Q: 3 clusters Score -2.7636e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -27643218.000000 Penalty: 6091.545898
	Iteration 4F: 3 clusters Score -2.764322e+07 nChanged 17585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161352 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -27656124.000000 Penalty: 6091.545898
	Iteration 5F: 3 clusters Score -2.765612e+07 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -27675338.000000 Penalty: 6091.545898
	Iteration 6F: 3 clusters Score -2.767534e+07 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201135 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -27691982.000000 Penalty: 6091.545898
	Iteration 7F: 3 clusters Score -2.769198e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211623 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -27700028.000000 Penalty: 6091.545898
	Iteration 8Q: 3 clusters Score -2.770003e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214756 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -27702358.000000 Penalty: 6091.545898
	Iteration 9Q: 3 clusters Score -2.770236e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215344 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27702768.000000 Penalty: 6091.545898
	Iteration 10Q: 3 clusters Score -2.770277e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215429 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27702936.000000 Penalty: 6091.545898
	Iteration 11Q: 3 clusters Score -2.770294e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215452 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27702958.000000 Penalty: 6091.545898
	Iteration 12Q: 3 clusters Score -2.770296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215457 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27702966.000000 Penalty: 6091.545898
	Iteration 13Q: 3 clusters Score -2.770297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215458 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27702974.000000 Penalty: 6091.545898
	Iteration 14Q: 3 clusters Score -2.770297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215458 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27702988.000000 Penalty: 6091.545898
	Iteration 15Q: 3 clusters Score -2.770299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215461 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27703008.000000 Penalty: 6091.545898
	Iteration 16Q: 3 clusters Score -2.770301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215463 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27703000.000000 Penalty: 6091.545898
	Iteration 17Q: 3 clusters Score -2.7703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215464 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27702986.000000 Penalty: 6091.545898
	Iteration 18Q: 3 clusters Score -2.770299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215464 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27702986.000000 Penalty: 6091.545898
	Iteration 19F: 3 clusters Score -2.770299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -68412.867188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -68412.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66780.359375 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -66780.36 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67275.281250 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -67275.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67810.375000 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -67810.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68235.164062 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -68235.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68497.671875 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -68497.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68678.882812 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -68678.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68778.437500 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -68778.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68787.203125 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -68787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68792.960938 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -68792.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68803.414062 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -68803.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68818.546875 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -68818.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68834.812500 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -68834.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68841.851562 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -68841.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68856.335938 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -68856.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68870.984375 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -68870.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68877.820312 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -68877.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68877.820312 Penalty: 3238.591797
	Iteration 16F: 3 clusters Score -68877.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 290 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90888 members 
Mstep: Class 12 contains 219116 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183766 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162717 members 
Mstep: Class 21 contains 126503 members 
Mstep: Class 22 contains 69133 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697840.000000 Penalty: 65918.976562
Splitting cluster 2 changes total score from -149699136.000000 to -149697840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -546158.250000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -546158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -542021.937500 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -542021.9 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -542944.875000 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -542944.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -543135.250000 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -543135.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -543240.312500 Penalty: 4157.615723
	Iteration 3Q: 3 clusters Score -543240.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -543307.437500 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -543307.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -543359.937500 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -543359.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -543402.937500 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -543402.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -543438.687500 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -543438.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -543468.312500 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -543468.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -543492.187500 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -543492.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -543517.937500 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -543517.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -543547.750000 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -543547.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -543578.187500 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -543578.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -543610.312500 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -543610.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -543646.562500 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -543646.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -543679.812500 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -543679.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -543725.375000 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -543725.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -543788.875000 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -543788.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -543870.187500 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -543870.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -543953.375000 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -543953.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -544081.687500 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -544081.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -544277.875000 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -544277.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -544608.125000 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -544608.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -545069.937500 Penalty: 4157.615723
	Iteration 23F: 3 clusters Score -545069.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -545483.250000 Penalty: 4157.615723
	Iteration 24F: 3 clusters Score -545483.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -545705.625000 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -545705.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -545783.250000 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -545783.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -545807.312500 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -545807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -545813.125000 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -545813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -545814.937500 Penalty: 4157.615723
	Iteration 29Q: 3 clusters Score -545814.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -545814.937500 Penalty: 4157.615723
	Iteration 30F: 3 clusters Score -545814.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Entering Unmasked Estep 
Score: -713545.562500 Penalty: 2150.606445
	Iteration 0F: 2 clusters Score -713545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -708569.937500 Penalty: 4301.212891
	Iteration 0F: 3 clusters Score -708569.9 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -710038.125000 Penalty: 4301.212891
	Iteration 1F: 3 clusters Score -710038.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -710479.937500 Penalty: 4301.212891
	Iteration 2F: 3 clusters Score -710479.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -710812.812500 Penalty: 4301.212891
	Iteration 3F: 3 clusters Score -710812.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -711094.187500 Penalty: 4301.212891
	Iteration 4F: 3 clusters Score -711094.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -711290.500000 Penalty: 4301.212891
	Iteration 5F: 3 clusters Score -711290.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -711426.062500 Penalty: 4301.212891
	Iteration 6Q: 3 clusters Score -711426.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -711533.375000 Penalty: 4301.212891
	Iteration 7Q: 3 clusters Score -711533.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -711631.187500 Penalty: 4301.212891
	Iteration 8Q: 3 clusters Score -711631.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -711710.625000 Penalty: 4301.212891
	Iteration 9Q: 3 clusters Score -711710.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -711767.812500 Penalty: 4301.212891
	Iteration 10Q: 3 clusters Score -711767.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -711820.625000 Penalty: 4301.212891
	Iteration 11Q: 3 clusters Score -711820.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -711864.375000 Penalty: 4301.212891
	Iteration 12Q: 3 clusters Score -711864.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -711898.250000 Penalty: 4301.212891
	Iteration 13Q: 3 clusters Score -711898.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -711926.312500 Penalty: 4301.212891
	Iteration 14Q: 3 clusters Score -711926.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -711949.625000 Penalty: 4301.212891
	Iteration 15Q: 3 clusters Score -711949.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -711964.125000 Penalty: 4301.212891
	Iteration 16Q: 3 clusters Score -711964.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -711981.312500 Penalty: 4301.212891
	Iteration 17Q: 3 clusters Score -711981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -711994.000000 Penalty: 4301.212891
	Iteration 18Q: 3 clusters Score -711994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -712006.812500 Penalty: 4301.212891
	Iteration 19Q: 3 clusters Score -712006.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -712026.750000 Penalty: 4301.212891
	Iteration 20F: 3 clusters Score -712026.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -712040.687500 Penalty: 4301.212891
	Iteration 21Q: 3 clusters Score -712040.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -712047.562500 Penalty: 4301.212891
	Iteration 22Q: 3 clusters Score -712047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -712055.125000 Penalty: 4301.212891
	Iteration 23Q: 3 clusters Score -712055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -712057.812500 Penalty: 4301.212891
	Iteration 24Q: 3 clusters Score -712057.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -712063.250000 Penalty: 4301.212891
	Iteration 25Q: 3 clusters Score -712063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -712067.312500 Penalty: 4301.212891
	Iteration 26Q: 3 clusters Score -712067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -712067.125000 Penalty: 4301.212891
	Iteration 27Q: 3 clusters Score -712067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -712067.187500 Penalty: 4301.212891
	Iteration 28Q: 3 clusters Score -712067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -712068.812500 Penalty: 4301.212891
	Iteration 29Q: 3 clusters Score -712068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -712068.937500 Penalty: 4301.212891
	Iteration 30Q: 3 clusters Score -712068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -712070.937500 Penalty: 4301.212891
	Iteration 31Q: 3 clusters Score -712070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -712071.875000 Penalty: 4301.212891
	Iteration 32Q: 3 clusters Score -712071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -712072.687500 Penalty: 4301.212891
	Iteration 33Q: 3 clusters Score -712072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -712073.062500 Penalty: 4301.212891
	Iteration 34Q: 3 clusters Score -712073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -712072.812500 Penalty: 4301.212891
	Iteration 35Q: 3 clusters Score -712072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -712072.812500 Penalty: 4301.212891
	Iteration 36F: 3 clusters Score -712072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -71287.781250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -71287.78 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 327 members 
Entering Unmasked Estep 
Score: -69681.695312 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -69681.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70004.390625 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -70004.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70110.859375 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -70110.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70204.890625 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -70204.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70309.140625 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -70309.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70423.726562 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -70423.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70594.421875 Penalty: 3214.862061
	Iteration 6F: 3 clusters Score -70594.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70842.859375 Penalty: 3214.862061
	Iteration 7F: 3 clusters Score -70842.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71107.390625 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -71107.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71233.625000 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -71233.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71273.429688 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -71273.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71330.312500 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -71330.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71391.320312 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -71391.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71547.914062 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -71547.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71555.000000 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -71555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71560.101562 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -71560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71568.593750 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -71568.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71574.304688 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -71574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71578.132812 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -71578.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71583.335938 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -71583.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71583.335938 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -71583.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90888 members 
Mstep: Class 12 contains 219116 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183766 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162717 members 
Mstep: Class 21 contains 126503 members 
Mstep: Class 22 contains 69133 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697696.000000 Penalty: 65918.976562
Splitting cluster 5 changes total score from -149699136.000000 to -149697696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Entering Unmasked Estep 
Score: -9712329.000000 Penalty: 2793.103271
	Iteration 0F: 2 clusters Score -9712329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -9660223.000000 Penalty: 5586.206543
	Iteration 0F: 3 clusters Score -9660223 nChanged 36652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -9680917.000000 Penalty: 5586.206543
	Iteration 1F: 3 clusters Score -9680917 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -9681577.000000 Penalty: 5586.206543
	Iteration 2Q: 3 clusters Score -9681577 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -9682385.000000 Penalty: 5586.206543
	Iteration 3Q: 3 clusters Score -9682385 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -9683837.000000 Penalty: 5586.206543
	Iteration 4Q: 3 clusters Score -9683837 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -9686376.000000 Penalty: 5586.206543
	Iteration 5F: 3 clusters Score -9686376 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -9690853.000000 Penalty: 5586.206543
	Iteration 6F: 3 clusters Score -9690853 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -9697266.000000 Penalty: 5586.206543
	Iteration 7F: 3 clusters Score -9697266 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -9703899.000000 Penalty: 5586.206543
	Iteration 8F: 3 clusters Score -9703899 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9707819.000000 Penalty: 5586.206543
	Iteration 9F: 3 clusters Score -9707819 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9709159.000000 Penalty: 5586.206543
	Iteration 10Q: 3 clusters Score -9709159 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9709585.000000 Penalty: 5586.206543
	Iteration 11Q: 3 clusters Score -9709585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9709737.000000 Penalty: 5586.206543
	Iteration 12Q: 3 clusters Score -9709737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9709791.000000 Penalty: 5586.206543
	Iteration 13Q: 3 clusters Score -9709791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9709827.000000 Penalty: 5586.206543
	Iteration 14Q: 3 clusters Score -9709827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9709850.000000 Penalty: 5586.206543
	Iteration 15Q: 3 clusters Score -9709850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9709854.000000 Penalty: 5586.206543
	Iteration 16Q: 3 clusters Score -9709854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9709860.000000 Penalty: 5586.206543
	Iteration 17Q: 3 clusters Score -9709860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9709858.000000 Penalty: 5586.206543
	Iteration 18Q: 3 clusters Score -9709858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9709863.000000 Penalty: 5586.206543
	Iteration 19Q: 3 clusters Score -9709863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9709866.000000 Penalty: 5586.206543
	Iteration 20F: 3 clusters Score -9709866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9709874.000000 Penalty: 5586.206543
	Iteration 21Q: 3 clusters Score -9709874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9709884.000000 Penalty: 5586.206543
	Iteration 22Q: 3 clusters Score -9709884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9709881.000000 Penalty: 5586.206543
	Iteration 23Q: 3 clusters Score -9709881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9709881.000000 Penalty: 5586.206543
	Iteration 24F: 3 clusters Score -9709881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -30702.777344 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -30702.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29421.138672 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -29421.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29502.679688 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -29502.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29532.703125 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -29532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29554.097656 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -29554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29566.894531 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -29566.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29566.894531 Penalty: 2800.141602
	Iteration 5F: 3 clusters Score -29566.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -64111.058594 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -64111.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62616.468750 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -62616.47 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63066.507812 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -63066.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63232.152344 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -63232.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63420.347656 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -63420.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63552.171875 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -63552.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63721.500000 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -63721.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63979.328125 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -63979.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64087.523438 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64087.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64159.691406 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64159.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64211.515625 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64211.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64255.730469 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -64255.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64326.566406 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -64326.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64417.097656 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -64417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64493.054688 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -64493.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64650.828125 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -64650.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64726.035156 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -64726.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64731.980469 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -64731.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64731.980469 Penalty: 3204.888184
	Iteration 17F: 3 clusters Score -64731.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 90888 members 
Mstep: Class 12 contains 219116 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 183766 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162717 members 
Mstep: Class 21 contains 126503 members 
Mstep: Class 22 contains 69133 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149698160.000000 Penalty: 65918.976562
Splitting cluster 9 changes total score from -149699136.000000 to -149698160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (90888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Entering Unmasked Estep 
Score: -11756657.000000 Penalty: 2831.510986
	Iteration 0F: 2 clusters Score -1.175666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -11695873.000000 Penalty: 5663.021973
	Iteration 0F: 3 clusters Score -1.169587e+07 nChanged 42847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -11719864.000000 Penalty: 5663.021973
	Iteration 1F: 3 clusters Score -1.171986e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -11720476.000000 Penalty: 5663.021973
	Iteration 2Q: 3 clusters Score -1.172048e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -11721407.000000 Penalty: 5663.021973
	Iteration 3Q: 3 clusters Score -1.172141e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -11722666.000000 Penalty: 5663.021973
	Iteration 4Q: 3 clusters Score -1.172267e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -11724650.000000 Penalty: 5663.021973
	Iteration 5Q: 3 clusters Score -1.172465e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -11728030.000000 Penalty: 5663.021973
	Iteration 6F: 3 clusters Score -1.172803e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -11733233.000000 Penalty: 5663.021973
	Iteration 7F: 3 clusters Score -1.173323e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -11740261.000000 Penalty: 5663.021973
	Iteration 8F: 3 clusters Score -1.174026e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -11746763.000000 Penalty: 5663.021973
	Iteration 9F: 3 clusters Score -1.174676e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87040 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -11750863.000000 Penalty: 5663.021973
	Iteration 10Q: 3 clusters Score -1.175086e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -11752794.000000 Penalty: 5663.021973
	Iteration 11Q: 3 clusters Score -1.175279e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11753603.000000 Penalty: 5663.021973
	Iteration 12Q: 3 clusters Score -1.17536e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11753839.000000 Penalty: 5663.021973
	Iteration 13Q: 3 clusters Score -1.175384e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11754008.000000 Penalty: 5663.021973
	Iteration 14Q: 3 clusters Score -1.175401e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11754097.000000 Penalty: 5663.021973
	Iteration 15Q: 3 clusters Score -1.17541e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11754123.000000 Penalty: 5663.021973
	Iteration 16Q: 3 clusters Score -1.175412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11754133.000000 Penalty: 5663.021973
	Iteration 17Q: 3 clusters Score -1.175413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11754155.000000 Penalty: 5663.021973
	Iteration 18Q: 3 clusters Score -1.175416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11754151.000000 Penalty: 5663.021973
	Iteration 19Q: 3 clusters Score -1.175415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11754165.000000 Penalty: 5663.021973
	Iteration 20F: 3 clusters Score -1.175416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11754172.000000 Penalty: 5663.021973
	Iteration 21Q: 3 clusters Score -1.175417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11754170.000000 Penalty: 5663.021973
	Iteration 22Q: 3 clusters Score -1.175417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11754172.000000 Penalty: 5663.021973
	Iteration 23Q: 3 clusters Score -1.175417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11754179.000000 Penalty: 5663.021973
	Iteration 24Q: 3 clusters Score -1.175418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11754184.000000 Penalty: 5663.021973
	Iteration 25Q: 3 clusters Score -1.175418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11754196.000000 Penalty: 5663.021973
	Iteration 26Q: 3 clusters Score -1.17542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11754196.000000 Penalty: 5663.021973
	Iteration 27Q: 3 clusters Score -1.17542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11754198.000000 Penalty: 5663.021973
	Iteration 28Q: 3 clusters Score -1.17542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11754198.000000 Penalty: 5663.021973
	Iteration 29F: 3 clusters Score -1.17542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (219116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219116 members 
Entering Unmasked Estep 
Score: -28006436.000000 Penalty: 3049.744385
	Iteration 0F: 2 clusters Score -2.800644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 109852 members 
Entering Unmasked Estep 
Score: -27866710.000000 Penalty: 6099.488770
	Iteration 0F: 3 clusters Score -2.786671e+07 nChanged 105440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -27928932.000000 Penalty: 6099.488770
	Iteration 1F: 3 clusters Score -2.792893e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -27930002.000000 Penalty: 6099.488770
	Iteration 2Q: 3 clusters Score -2.793e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 126754 members 
Entering Unmasked Estep 
Score: -27932266.000000 Penalty: 6099.488770
	Iteration 3Q: 3 clusters Score -2.793227e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 136812 members 
Entering Unmasked Estep 
Score: -27936740.000000 Penalty: 6099.488770
	Iteration 4Q: 3 clusters Score -2.793674e+07 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -27945948.000000 Penalty: 6099.488770
	Iteration 5F: 3 clusters Score -2.794595e+07 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -27962122.000000 Penalty: 6099.488770
	Iteration 6F: 3 clusters Score -2.796212e+07 nChanged 21212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 191970 members 
Entering Unmasked Estep 
Score: -27982208.000000 Penalty: 6099.488770
	Iteration 7F: 3 clusters Score -2.798221e+07 nChanged 16695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 208665 members 
Entering Unmasked Estep 
Score: -27996330.000000 Penalty: 6099.488770
	Iteration 8F: 3 clusters Score -2.799633e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 216327 members 
Entering Unmasked Estep 
Score: -28001744.000000 Penalty: 6099.488770
	Iteration 9Q: 3 clusters Score -2.800174e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 218399 members 
Entering Unmasked Estep 
Score: -28003132.000000 Penalty: 6099.488770
	Iteration 10Q: 3 clusters Score -2.800313e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 218789 members 
Entering Unmasked Estep 
Score: -28003546.000000 Penalty: 6099.488770
	Iteration 11Q: 3 clusters Score -2.800355e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218884 members 
Entering Unmasked Estep 
Score: -28003670.000000 Penalty: 6099.488770
	Iteration 12Q: 3 clusters Score -2.800367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 218908 members 
Entering Unmasked Estep 
Score: -28003698.000000 Penalty: 6099.488770
	Iteration 13Q: 3 clusters Score -2.80037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 218921 members 
Entering Unmasked Estep 
Score: -28003748.000000 Penalty: 6099.488770
	Iteration 14Q: 3 clusters Score -2.800375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 218929 members 
Entering Unmasked Estep 
Score: -28003738.000000 Penalty: 6099.488770
	Iteration 15Q: 3 clusters Score -2.800374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218933 members 
Entering Unmasked Estep 
Score: -28003752.000000 Penalty: 6099.488770
	Iteration 16Q: 3 clusters Score -2.800375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218935 members 
Entering Unmasked Estep 
Score: -28003776.000000 Penalty: 6099.488770
	Iteration 17Q: 3 clusters Score -2.800378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 218938 members 
Entering Unmasked Estep 
Score: -28003784.000000 Penalty: 6099.488770
	Iteration 18Q: 3 clusters Score -2.800378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 218936 members 
Entering Unmasked Estep 
Score: -28003778.000000 Penalty: 6099.488770
	Iteration 19Q: 3 clusters Score -2.800378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 218936 members 
Entering Unmasked Estep 
Score: -28003778.000000 Penalty: 6099.488770
	Iteration 20F: 3 clusters Score -2.800378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Entering Unmasked Estep 
Score: -3724762.000000 Penalty: 2546.685791
	Iteration 0F: 2 clusters Score -3724762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3704923.500000 Penalty: 5093.371582
	Iteration 0F: 3 clusters Score -3704924 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3711785.500000 Penalty: 5093.371582
	Iteration 1F: 3 clusters Score -3711786 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3712172.250000 Penalty: 5093.371582
	Iteration 2Q: 3 clusters Score -3712172 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3712516.250000 Penalty: 5093.371582
	Iteration 3Q: 3 clusters Score -3712516 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3712812.750000 Penalty: 5093.371582
	Iteration 4Q: 3 clusters Score -3712813 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3713099.250000 Penalty: 5093.371582
	Iteration 5Q: 3 clusters Score -3713099 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3713460.250000 Penalty: 5093.371582
	Iteration 6Q: 3 clusters Score -3713460 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3713892.500000 Penalty: 5093.371582
	Iteration 7Q: 3 clusters Score -3713892 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3714336.500000 Penalty: 5093.371582
	Iteration 8Q: 3 clusters Score -3714336 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3714890.250000 Penalty: 5093.371582
	Iteration 9Q: 3 clusters Score -3714890 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3715455.750000 Penalty: 5093.371582
	Iteration 10Q: 3 clusters Score -3715456 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3716177.750000 Penalty: 5093.371582
	Iteration 11Q: 3 clusters Score -3716178 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3716981.250000 Penalty: 5093.371582
	Iteration 12Q: 3 clusters Score -3716981 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3717825.250000 Penalty: 5093.371582
	Iteration 13Q: 3 clusters Score -3717825 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3718531.250000 Penalty: 5093.371582
	Iteration 14Q: 3 clusters Score -3718531 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3719048.750000 Penalty: 5093.371582
	Iteration 15Q: 3 clusters Score -3719049 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3719470.750000 Penalty: 5093.371582
	Iteration 16Q: 3 clusters Score -3719471 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3719741.000000 Penalty: 5093.371582
	Iteration 17Q: 3 clusters Score -3719741 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3719904.750000 Penalty: 5093.371582
	Iteration 18Q: 3 clusters Score -3719905 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3719993.500000 Penalty: 5093.371582
	Iteration 19Q: 3 clusters Score -3719994 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3720090.750000 Penalty: 5093.371582
	Iteration 20F: 3 clusters Score -3720091 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3720175.250000 Penalty: 5093.371582
	Iteration 21Q: 3 clusters Score -3720175 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3720218.750000 Penalty: 5093.371582
	Iteration 22Q: 3 clusters Score -3720219 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3720279.250000 Penalty: 5093.371582
	Iteration 23Q: 3 clusters Score -3720279 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3720355.250000 Penalty: 5093.371582
	Iteration 24Q: 3 clusters Score -3720355 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3720380.750000 Penalty: 5093.371582
	Iteration 25Q: 3 clusters Score -3720381 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3720425.500000 Penalty: 5093.371582
	Iteration 26Q: 3 clusters Score -3720426 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3720441.000000 Penalty: 5093.371582
	Iteration 27Q: 3 clusters Score -3720441 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -3720476.000000 Penalty: 5093.371582
	Iteration 28Q: 3 clusters Score -3720476 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3720518.500000 Penalty: 5093.371582
	Iteration 29Q: 3 clusters Score -3720518 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3720554.250000 Penalty: 5093.371582
	Iteration 30Q: 3 clusters Score -3720554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3720583.500000 Penalty: 5093.371582
	Iteration 31Q: 3 clusters Score -3720584 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3720613.750000 Penalty: 5093.371582
	Iteration 32Q: 3 clusters Score -3720614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3720668.000000 Penalty: 5093.371582
	Iteration 33Q: 3 clusters Score -3720668 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3720710.000000 Penalty: 5093.371582
	Iteration 34Q: 3 clusters Score -3720710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3720745.000000 Penalty: 5093.371582
	Iteration 35Q: 3 clusters Score -3720745 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3720784.750000 Penalty: 5093.371582
	Iteration 36Q: 3 clusters Score -3720785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3720825.500000 Penalty: 5093.371582
	Iteration 37Q: 3 clusters Score -3720826 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3720866.750000 Penalty: 5093.371582
	Iteration 38Q: 3 clusters Score -3720867 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3720906.250000 Penalty: 5093.371582
	Iteration 39Q: 3 clusters Score -3720906 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3720938.750000 Penalty: 5093.371582
	Iteration 40F: 3 clusters Score -3720939 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3720975.500000 Penalty: 5093.371582
	Iteration 41Q: 3 clusters Score -3720976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3721050.500000 Penalty: 5093.371582
	Iteration 42Q: 3 clusters Score -3721050 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3721106.750000 Penalty: 5093.371582
	Iteration 43Q: 3 clusters Score -3721107 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3721178.250000 Penalty: 5093.371582
	Iteration 44Q: 3 clusters Score -3721178 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3721249.250000 Penalty: 5093.371582
	Iteration 45Q: 3 clusters Score -3721249 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3721323.750000 Penalty: 5093.371582
	Iteration 46Q: 3 clusters Score -3721324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3721398.250000 Penalty: 5093.371582
	Iteration 47Q: 3 clusters Score -3721398 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3721468.750000 Penalty: 5093.371582
	Iteration 48Q: 3 clusters Score -3721469 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3721536.250000 Penalty: 5093.371582
	Iteration 49Q: 3 clusters Score -3721536 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3721592.750000 Penalty: 5093.371582
	Iteration 50Q: 3 clusters Score -3721593 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3721675.000000 Penalty: 5093.371582
	Iteration 51Q: 3 clusters Score -3721675 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3721757.500000 Penalty: 5093.371582
	Iteration 52Q: 3 clusters Score -3721758 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3721835.000000 Penalty: 5093.371582
	Iteration 53Q: 3 clusters Score -3721835 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3721899.750000 Penalty: 5093.371582
	Iteration 54Q: 3 clusters Score -3721900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3721973.500000 Penalty: 5093.371582
	Iteration 55Q: 3 clusters Score -3721974 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3722060.750000 Penalty: 5093.371582
	Iteration 56Q: 3 clusters Score -3722061 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3722110.750000 Penalty: 5093.371582
	Iteration 57Q: 3 clusters Score -3722111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3722168.750000 Penalty: 5093.371582
	Iteration 58Q: 3 clusters Score -3722169 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3722223.250000 Penalty: 5093.371582
	Iteration 59Q: 3 clusters Score -3722223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3722272.250000 Penalty: 5093.371582
	Iteration 60F: 3 clusters Score -3722272 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3722302.000000 Penalty: 5093.371582
	Iteration 61Q: 3 clusters Score -3722302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -3722324.750000 Penalty: 5093.371582
	Iteration 62Q: 3 clusters Score -3722325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3722347.250000 Penalty: 5093.371582
	Iteration 63Q: 3 clusters Score -3722347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3722373.750000 Penalty: 5093.371582
	Iteration 64Q: 3 clusters Score -3722374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3722389.000000 Penalty: 5093.371582
	Iteration 65Q: 3 clusters Score -3722389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3722412.500000 Penalty: 5093.371582
	Iteration 66Q: 3 clusters Score -3722412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3722440.750000 Penalty: 5093.371582
	Iteration 67Q: 3 clusters Score -3722441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3722457.500000 Penalty: 5093.371582
	Iteration 68Q: 3 clusters Score -3722458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3722481.000000 Penalty: 5093.371582
	Iteration 69Q: 3 clusters Score -3722481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3722499.250000 Penalty: 5093.371582
	Iteration 70Q: 3 clusters Score -3722499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3722516.500000 Penalty: 5093.371582
	Iteration 71Q: 3 clusters Score -3722516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3722522.250000 Penalty: 5093.371582
	Iteration 72Q: 3 clusters Score -3722522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3722534.500000 Penalty: 5093.371582
	Iteration 73Q: 3 clusters Score -3722534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3722543.000000 Penalty: 5093.371582
	Iteration 74Q: 3 clusters Score -3722543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3722550.250000 Penalty: 5093.371582
	Iteration 75Q: 3 clusters Score -3722550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3722554.000000 Penalty: 5093.371582
	Iteration 76Q: 3 clusters Score -3722554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3722559.500000 Penalty: 5093.371582
	Iteration 77Q: 3 clusters Score -3722560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3722570.000000 Penalty: 5093.371582
	Iteration 78Q: 3 clusters Score -3722570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3722576.500000 Penalty: 5093.371582
	Iteration 79Q: 3 clusters Score -3722576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3722588.750000 Penalty: 5093.371582
	Iteration 80F: 3 clusters Score -3722589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3722595.000000 Penalty: 5093.371582
	Iteration 81Q: 3 clusters Score -3722595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3722605.750000 Penalty: 5093.371582
	Iteration 82Q: 3 clusters Score -3722606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3722612.500000 Penalty: 5093.371582
	Iteration 83Q: 3 clusters Score -3722612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3722622.000000 Penalty: 5093.371582
	Iteration 84Q: 3 clusters Score -3722622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3722626.500000 Penalty: 5093.371582
	Iteration 85Q: 3 clusters Score -3722626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3722628.750000 Penalty: 5093.371582
	Iteration 86Q: 3 clusters Score -3722629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3722632.500000 Penalty: 5093.371582
	Iteration 87Q: 3 clusters Score -3722632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3722639.500000 Penalty: 5093.371582
	Iteration 88Q: 3 clusters Score -3722640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3722644.500000 Penalty: 5093.371582
	Iteration 89Q: 3 clusters Score -3722644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3722651.250000 Penalty: 5093.371582
	Iteration 90Q: 3 clusters Score -3722651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3722654.250000 Penalty: 5093.371582
	Iteration 91Q: 3 clusters Score -3722654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3722652.500000 Penalty: 5093.371582
	Iteration 92Q: 3 clusters Score -3722652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3722652.500000 Penalty: 5093.371582
	Iteration 93F: 3 clusters Score -3722652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38745.312500 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38745.31 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 170 members 
Entering Unmasked Estep 
Score: -37437.261719 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37437.26 nChanged 38
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: -37541.589844 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37541.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37568.128906 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -37568.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37588.210938 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -37588.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37589.800781 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -37589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37589.800781 Penalty: 2892.613770
	Iteration 5F: 3 clusters Score -37589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (183766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183766 members 
Entering Unmasked Estep 
Score: -23541686.000000 Penalty: 3006.111572
	Iteration 0F: 2 clusters Score -2.354169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -23421196.000000 Penalty: 6012.223145
	Iteration 0F: 3 clusters Score -2.34212e+07 nChanged 88248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -23472770.000000 Penalty: 6012.223145
	Iteration 1F: 3 clusters Score -2.347277e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -23474000.000000 Penalty: 6012.223145
	Iteration 2Q: 3 clusters Score -2.3474e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 94257 members 
Entering Unmasked Estep 
Score: -23475292.000000 Penalty: 6012.223145
	Iteration 3Q: 3 clusters Score -2.347529e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -23476814.000000 Penalty: 6012.223145
	Iteration 4Q: 3 clusters Score -2.347681e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -23479180.000000 Penalty: 6012.223145
	Iteration 5Q: 3 clusters Score -2.347918e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -23482790.000000 Penalty: 6012.223145
	Iteration 6Q: 3 clusters Score -2.348279e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 104616 members 
Entering Unmasked Estep 
Score: -23487628.000000 Penalty: 6012.223145
	Iteration 7F: 3 clusters Score -2.348763e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 109896 members 
Entering Unmasked Estep 
Score: -23493978.000000 Penalty: 6012.223145
	Iteration 8F: 3 clusters Score -2.349398e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -23501960.000000 Penalty: 6012.223145
	Iteration 9F: 3 clusters Score -2.350196e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -23510910.000000 Penalty: 6012.223145
	Iteration 10F: 3 clusters Score -2.351091e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 130615 members 
Entering Unmasked Estep 
Score: -23519678.000000 Penalty: 6012.223145
	Iteration 11F: 3 clusters Score -2.351968e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 135925 members 
Entering Unmasked Estep 
Score: -23526416.000000 Penalty: 6012.223145
	Iteration 12Q: 3 clusters Score -2.352642e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -23530006.000000 Penalty: 6012.223145
	Iteration 13Q: 3 clusters Score -2.353001e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 142520 members 
Entering Unmasked Estep 
Score: -23531814.000000 Penalty: 6012.223145
	Iteration 14Q: 3 clusters Score -2.353181e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -23533130.000000 Penalty: 6012.223145
	Iteration 15Q: 3 clusters Score -2.353313e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -23534190.000000 Penalty: 6012.223145
	Iteration 16Q: 3 clusters Score -2.353419e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -23535298.000000 Penalty: 6012.223145
	Iteration 17Q: 3 clusters Score -2.35353e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -23536406.000000 Penalty: 6012.223145
	Iteration 18Q: 3 clusters Score -2.353641e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -23537222.000000 Penalty: 6012.223145
	Iteration 19Q: 3 clusters Score -2.353722e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 155701 members 
Entering Unmasked Estep 
Score: -23537754.000000 Penalty: 6012.223145
	Iteration 20F: 3 clusters Score -2.353775e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 157354 members 
Entering Unmasked Estep 
Score: -23538440.000000 Penalty: 6012.223145
	Iteration 21Q: 3 clusters Score -2.353844e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -23539010.000000 Penalty: 6012.223145
	Iteration 22Q: 3 clusters Score -2.353901e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 160388 members 
Entering Unmasked Estep 
Score: -23539490.000000 Penalty: 6012.223145
	Iteration 23Q: 3 clusters Score -2.353949e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -23539842.000000 Penalty: 6012.223145
	Iteration 24Q: 3 clusters Score -2.353984e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 163123 members 
Entering Unmasked Estep 
Score: -23540102.000000 Penalty: 6012.223145
	Iteration 25Q: 3 clusters Score -2.35401e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -23540360.000000 Penalty: 6012.223145
	Iteration 26Q: 3 clusters Score -2.354036e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 165530 members 
Entering Unmasked Estep 
Score: -23540522.000000 Penalty: 6012.223145
	Iteration 27Q: 3 clusters Score -2.354052e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 166588 members 
Entering Unmasked Estep 
Score: -23540696.000000 Penalty: 6012.223145
	Iteration 28Q: 3 clusters Score -2.35407e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 167594 members 
Entering Unmasked Estep 
Score: -23540920.000000 Penalty: 6012.223145
	Iteration 29Q: 3 clusters Score -2.354092e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -23541048.000000 Penalty: 6012.223145
	Iteration 30Q: 3 clusters Score -2.354105e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 169435 members 
Entering Unmasked Estep 
Score: -23541288.000000 Penalty: 6012.223145
	Iteration 31Q: 3 clusters Score -2.354129e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 170275 members 
Entering Unmasked Estep 
Score: -23541350.000000 Penalty: 6012.223145
	Iteration 32Q: 3 clusters Score -2.354135e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 171101 members 
Entering Unmasked Estep 
Score: -23541440.000000 Penalty: 6012.223145
	Iteration 33Q: 3 clusters Score -2.354144e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -23541574.000000 Penalty: 6012.223145
	Iteration 34Q: 3 clusters Score -2.354157e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -23541646.000000 Penalty: 6012.223145
	Iteration 35Q: 3 clusters Score -2.354165e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 173061 members 
Entering Unmasked Estep 
Score: -23541710.000000 Penalty: 6012.223145
	Iteration 36Q: 3 clusters Score -2.354171e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 173547 members 
Entering Unmasked Estep 
Score: -23541800.000000 Penalty: 6012.223145
	Iteration 37Q: 3 clusters Score -2.35418e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -23541922.000000 Penalty: 6012.223145
	Iteration 38Q: 3 clusters Score -2.354192e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -23542008.000000 Penalty: 6012.223145
	Iteration 39Q: 3 clusters Score -2.354201e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -23542034.000000 Penalty: 6012.223145
	Iteration 40F: 3 clusters Score -2.354203e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 174987 members 
Entering Unmasked Estep 
Score: -23542030.000000 Penalty: 6012.223145
	Iteration 41Q: 3 clusters Score -2.354203e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 175266 members 
Entering Unmasked Estep 
Score: -23542056.000000 Penalty: 6012.223145
	Iteration 42Q: 3 clusters Score -2.354206e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 175518 members 
Entering Unmasked Estep 
Score: -23542024.000000 Penalty: 6012.223145
	Iteration 43Q: 3 clusters Score -2.354202e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -23541982.000000 Penalty: 6012.223145
	Iteration 44Q: 3 clusters Score -2.354198e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 175950 members 
Entering Unmasked Estep 
Score: -23541968.000000 Penalty: 6012.223145
	Iteration 45Q: 3 clusters Score -2.354197e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 176131 members 
Entering Unmasked Estep 
Score: -23541876.000000 Penalty: 6012.223145
	Iteration 46Q: 3 clusters Score -2.354188e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 176314 members 
Entering Unmasked Estep 
Score: -23541874.000000 Penalty: 6012.223145
	Iteration 47Q: 3 clusters Score -2.354187e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 176493 members 
Entering Unmasked Estep 
Score: -23541876.000000 Penalty: 6012.223145
	Iteration 48Q: 3 clusters Score -2.354188e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 176628 members 
Entering Unmasked Estep 
Score: -23541894.000000 Penalty: 6012.223145
	Iteration 49Q: 3 clusters Score -2.354189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 176753 members 
Entering Unmasked Estep 
Score: -23541954.000000 Penalty: 6012.223145
	Iteration 50Q: 3 clusters Score -2.354195e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -23541900.000000 Penalty: 6012.223145
	Iteration 51Q: 3 clusters Score -2.35419e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 176964 members 
Entering Unmasked Estep 
Score: -23541914.000000 Penalty: 6012.223145
	Iteration 52Q: 3 clusters Score -2.354191e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -23541914.000000 Penalty: 6012.223145
	Iteration 53Q: 3 clusters Score -2.354191e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -23541942.000000 Penalty: 6012.223145
	Iteration 54Q: 3 clusters Score -2.354194e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -23541958.000000 Penalty: 6012.223145
	Iteration 55Q: 3 clusters Score -2.354196e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -23541960.000000 Penalty: 6012.223145
	Iteration 56Q: 3 clusters Score -2.354196e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -23541974.000000 Penalty: 6012.223145
	Iteration 57Q: 3 clusters Score -2.354197e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 177414 members 
Entering Unmasked Estep 
Score: -23541966.000000 Penalty: 6012.223145
	Iteration 58Q: 3 clusters Score -2.354197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -23541956.000000 Penalty: 6012.223145
	Iteration 59Q: 3 clusters Score -2.354196e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 177513 members 
Entering Unmasked Estep 
Score: -23541982.000000 Penalty: 6012.223145
	Iteration 60F: 3 clusters Score -2.354198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 177548 members 
Entering Unmasked Estep 
Score: -23541940.000000 Penalty: 6012.223145
	Iteration 61Q: 3 clusters Score -2.354194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 177578 members 
Entering Unmasked Estep 
Score: -23541946.000000 Penalty: 6012.223145
	Iteration 62Q: 3 clusters Score -2.354195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 177607 members 
Entering Unmasked Estep 
Score: -23541934.000000 Penalty: 6012.223145
	Iteration 63Q: 3 clusters Score -2.354193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -23541920.000000 Penalty: 6012.223145
	Iteration 64Q: 3 clusters Score -2.354192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 177655 members 
Entering Unmasked Estep 
Score: -23541932.000000 Penalty: 6012.223145
	Iteration 65Q: 3 clusters Score -2.354193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 177676 members 
Entering Unmasked Estep 
Score: -23541946.000000 Penalty: 6012.223145
	Iteration 66Q: 3 clusters Score -2.354195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -23541920.000000 Penalty: 6012.223145
	Iteration 67Q: 3 clusters Score -2.354192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 177732 members 
Entering Unmasked Estep 
Score: -23541936.000000 Penalty: 6012.223145
	Iteration 68Q: 3 clusters Score -2.354194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -23541944.000000 Penalty: 6012.223145
	Iteration 69Q: 3 clusters Score -2.354194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 177787 members 
Entering Unmasked Estep 
Score: -23541922.000000 Penalty: 6012.223145
	Iteration 70Q: 3 clusters Score -2.354192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 177801 members 
Entering Unmasked Estep 
Score: -23541908.000000 Penalty: 6012.223145
	Iteration 71Q: 3 clusters Score -2.354191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 177816 members 
Entering Unmasked Estep 
Score: -23541908.000000 Penalty: 6012.223145
	Iteration 72Q: 3 clusters Score -2.354191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 177828 members 
Entering Unmasked Estep 
Score: -23541920.000000 Penalty: 6012.223145
	Iteration 73Q: 3 clusters Score -2.354192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 177847 members 
Entering Unmasked Estep 
Score: -23541900.000000 Penalty: 6012.223145
	Iteration 74Q: 3 clusters Score -2.35419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 177875 members 
Entering Unmasked Estep 
Score: -23541864.000000 Penalty: 6012.223145
	Iteration 75Q: 3 clusters Score -2.354186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -23541882.000000 Penalty: 6012.223145
	Iteration 76Q: 3 clusters Score -2.354188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 177908 members 
Entering Unmasked Estep 
Score: -23541874.000000 Penalty: 6012.223145
	Iteration 77Q: 3 clusters Score -2.354187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 177919 members 
Entering Unmasked Estep 
Score: -23541872.000000 Penalty: 6012.223145
	Iteration 78Q: 3 clusters Score -2.354187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 177930 members 
Entering Unmasked Estep 
Score: -23541880.000000 Penalty: 6012.223145
	Iteration 79Q: 3 clusters Score -2.354188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 177941 members 
Entering Unmasked Estep 
Score: -23541868.000000 Penalty: 6012.223145
	Iteration 80F: 3 clusters Score -2.354187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 177954 members 
Entering Unmasked Estep 
Score: -23541890.000000 Penalty: 6012.223145
	Iteration 81Q: 3 clusters Score -2.354189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 177964 members 
Entering Unmasked Estep 
Score: -23541890.000000 Penalty: 6012.223145
	Iteration 82Q: 3 clusters Score -2.354189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 177975 members 
Entering Unmasked Estep 
Score: -23541874.000000 Penalty: 6012.223145
	Iteration 83Q: 3 clusters Score -2.354187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 177986 members 
Entering Unmasked Estep 
Score: -23541872.000000 Penalty: 6012.223145
	Iteration 84Q: 3 clusters Score -2.354187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 178003 members 
Entering Unmasked Estep 
Score: -23541900.000000 Penalty: 6012.223145
	Iteration 85Q: 3 clusters Score -2.35419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 178016 members 
Entering Unmasked Estep 
Score: -23541906.000000 Penalty: 6012.223145
	Iteration 86Q: 3 clusters Score -2.354191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 178035 members 
Entering Unmasked Estep 
Score: -23541910.000000 Penalty: 6012.223145
	Iteration 87Q: 3 clusters Score -2.354191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -23541900.000000 Penalty: 6012.223145
	Iteration 88Q: 3 clusters Score -2.35419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 178067 members 
Entering Unmasked Estep 
Score: -23541910.000000 Penalty: 6012.223145
	Iteration 89Q: 3 clusters Score -2.354191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -23541912.000000 Penalty: 6012.223145
	Iteration 90Q: 3 clusters Score -2.354191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 178104 members 
Entering Unmasked Estep 
Score: -23541890.000000 Penalty: 6012.223145
	Iteration 91Q: 3 clusters Score -2.354189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 178134 members 
Entering Unmasked Estep 
Score: -23541906.000000 Penalty: 6012.223145
	Iteration 92Q: 3 clusters Score -2.354191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -23541894.000000 Penalty: 6012.223145
	Iteration 93Q: 3 clusters Score -2.354189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 178174 members 
Entering Unmasked Estep 
Score: -23541888.000000 Penalty: 6012.223145
	Iteration 94Q: 3 clusters Score -2.354189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 178192 members 
Entering Unmasked Estep 
Score: -23541870.000000 Penalty: 6012.223145
	Iteration 95Q: 3 clusters Score -2.354187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 178212 members 
Entering Unmasked Estep 
Score: -23541878.000000 Penalty: 6012.223145
	Iteration 96Q: 3 clusters Score -2.354188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -23541874.000000 Penalty: 6012.223145
	Iteration 97Q: 3 clusters Score -2.354187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 178243 members 
Entering Unmasked Estep 
Score: -23541860.000000 Penalty: 6012.223145
	Iteration 98Q: 3 clusters Score -2.354186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 178261 members 
Entering Unmasked Estep 
Score: -23541844.000000 Penalty: 6012.223145
	Iteration 99Q: 3 clusters Score -2.354184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 178273 members 
Entering Unmasked Estep 
Score: -23541824.000000 Penalty: 6012.223145
	Iteration 100F: 3 clusters Score -2.354182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 178284 members 
Entering Unmasked Estep 
Score: -23541828.000000 Penalty: 6012.223145
	Iteration 101Q: 3 clusters Score -2.354183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 178298 members 
Entering Unmasked Estep 
Score: -23541832.000000 Penalty: 6012.223145
	Iteration 102Q: 3 clusters Score -2.354183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 178309 members 
Entering Unmasked Estep 
Score: -23541818.000000 Penalty: 6012.223145
	Iteration 103Q: 3 clusters Score -2.354182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 178319 members 
Entering Unmasked Estep 
Score: -23541848.000000 Penalty: 6012.223145
	Iteration 104Q: 3 clusters Score -2.354185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 178331 members 
Entering Unmasked Estep 
Score: -23541846.000000 Penalty: 6012.223145
	Iteration 105Q: 3 clusters Score -2.354185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 178344 members 
Entering Unmasked Estep 
Score: -23541842.000000 Penalty: 6012.223145
	Iteration 106Q: 3 clusters Score -2.354184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 178355 members 
Entering Unmasked Estep 
Score: -23541828.000000 Penalty: 6012.223145
	Iteration 107Q: 3 clusters Score -2.354183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 178360 members 
Entering Unmasked Estep 
Score: -23541844.000000 Penalty: 6012.223145
	Iteration 108Q: 3 clusters Score -2.354184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 178363 members 
Entering Unmasked Estep 
Score: -23541846.000000 Penalty: 6012.223145
	Iteration 109Q: 3 clusters Score -2.354185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -23541836.000000 Penalty: 6012.223145
	Iteration 110Q: 3 clusters Score -2.354184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 178364 members 
Entering Unmasked Estep 
Score: -23541848.000000 Penalty: 6012.223145
	Iteration 111Q: 3 clusters Score -2.354185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -23541838.000000 Penalty: 6012.223145
	Iteration 112Q: 3 clusters Score -2.354184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 178372 members 
Entering Unmasked Estep 
Score: -23541822.000000 Penalty: 6012.223145
	Iteration 113Q: 3 clusters Score -2.354182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 178381 members 
Entering Unmasked Estep 
Score: -23541832.000000 Penalty: 6012.223145
	Iteration 114Q: 3 clusters Score -2.354183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 178384 members 
Entering Unmasked Estep 
Score: -23541830.000000 Penalty: 6012.223145
	Iteration 115Q: 3 clusters Score -2.354183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 178392 members 
Entering Unmasked Estep 
Score: -23541820.000000 Penalty: 6012.223145
	Iteration 116Q: 3 clusters Score -2.354182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 178396 members 
Entering Unmasked Estep 
Score: -23541830.000000 Penalty: 6012.223145
	Iteration 117Q: 3 clusters Score -2.354183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 178398 members 
Entering Unmasked Estep 
Score: -23541832.000000 Penalty: 6012.223145
	Iteration 118Q: 3 clusters Score -2.354183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 178405 members 
Entering Unmasked Estep 
Score: -23541830.000000 Penalty: 6012.223145
	Iteration 119Q: 3 clusters Score -2.354183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -23541812.000000 Penalty: 6012.223145
	Iteration 120F: 3 clusters Score -2.354181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 178415 members 
Entering Unmasked Estep 
Score: -23541840.000000 Penalty: 6012.223145
	Iteration 121Q: 3 clusters Score -2.354184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 178420 members 
Entering Unmasked Estep 
Score: -23541844.000000 Penalty: 6012.223145
	Iteration 122Q: 3 clusters Score -2.354184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -23541838.000000 Penalty: 6012.223145
	Iteration 123Q: 3 clusters Score -2.354184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 178427 members 
Entering Unmasked Estep 
Score: -23541854.000000 Penalty: 6012.223145
	Iteration 124Q: 3 clusters Score -2.354185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 178429 members 
Entering Unmasked Estep 
Score: -23541850.000000 Penalty: 6012.223145
	Iteration 125Q: 3 clusters Score -2.354185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -23541846.000000 Penalty: 6012.223145
	Iteration 126Q: 3 clusters Score -2.354185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 178439 members 
Entering Unmasked Estep 
Score: -23541850.000000 Penalty: 6012.223145
	Iteration 127Q: 3 clusters Score -2.354185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 178440 members 
Entering Unmasked Estep 
Score: -23541860.000000 Penalty: 6012.223145
	Iteration 128Q: 3 clusters Score -2.354186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 178442 members 
Entering Unmasked Estep 
Score: -23541858.000000 Penalty: 6012.223145
	Iteration 129Q: 3 clusters Score -2.354186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -23541848.000000 Penalty: 6012.223145
	Iteration 130Q: 3 clusters Score -2.354185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -23541842.000000 Penalty: 6012.223145
	Iteration 131Q: 3 clusters Score -2.354184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -23541850.000000 Penalty: 6012.223145
	Iteration 132Q: 3 clusters Score -2.354185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 178457 members 
Entering Unmasked Estep 
Score: -23541822.000000 Penalty: 6012.223145
	Iteration 133Q: 3 clusters Score -2.354182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 178461 members 
Entering Unmasked Estep 
Score: -23541838.000000 Penalty: 6012.223145
	Iteration 134Q: 3 clusters Score -2.354184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 178464 members 
Entering Unmasked Estep 
Score: -23541834.000000 Penalty: 6012.223145
	Iteration 135Q: 3 clusters Score -2.354183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -23541838.000000 Penalty: 6012.223145
	Iteration 136Q: 3 clusters Score -2.354184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -23541832.000000 Penalty: 6012.223145
	Iteration 137Q: 3 clusters Score -2.354183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 178469 members 
Entering Unmasked Estep 
Score: -23541838.000000 Penalty: 6012.223145
	Iteration 138Q: 3 clusters Score -2.354184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 178471 members 
Entering Unmasked Estep 
Score: -23541844.000000 Penalty: 6012.223145
	Iteration 139Q: 3 clusters Score -2.354184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 178473 members 
Entering Unmasked Estep 
Score: -23541844.000000 Penalty: 6012.223145
	Iteration 140F: 3 clusters Score -2.354184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 178473 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90888 members 
Mstep: Class 12 contains 219116 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162717 members 
Mstep: Class 21 contains 126503 members 
Mstep: Class 22 contains 69133 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149699328.000000 Penalty: 65918.976562
Splitting cluster 18 changes total score from -149699136.000000 to -149699328.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -226575.078125 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -226575.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -223997.593750 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -223997.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224427.218750 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -224427.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -224577.343750 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -224577.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -224661.859375 Penalty: 3746.169922
	Iteration 3Q: 3 clusters Score -224661.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -224713.109375 Penalty: 3746.169922
	Iteration 4Q: 3 clusters Score -224713.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224743.218750 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -224743.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -224762.093750 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -224762.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -224776.953125 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -224777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -224786.312500 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -224786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -224792.546875 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -224792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224797.531250 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -224797.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224804.734375 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -224804.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -224811.312500 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -224811.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224815.937500 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -224815.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -224821.453125 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -224821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -224824.812500 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -224824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224826.593750 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -224826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224828.453125 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -224828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224828.906250 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -224828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -224828.906250 Penalty: 3746.169922
	Iteration 19F: 3 clusters Score -224828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162717 members 
Entering Unmasked Estep 
Score: -20811864.000000 Penalty: 2975.942383
	Iteration 0F: 2 clusters Score -2.081186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -20703914.000000 Penalty: 5951.884766
	Iteration 0F: 3 clusters Score -2.070391e+07 nChanged 77945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -20748174.000000 Penalty: 5951.884766
	Iteration 1F: 3 clusters Score -2.074817e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -20749080.000000 Penalty: 5951.884766
	Iteration 2Q: 3 clusters Score -2.074908e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -20749690.000000 Penalty: 5951.884766
	Iteration 3Q: 3 clusters Score -2.074969e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -20750520.000000 Penalty: 5951.884766
	Iteration 4Q: 3 clusters Score -2.075052e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -20751408.000000 Penalty: 5951.884766
	Iteration 5Q: 3 clusters Score -2.075141e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -20752642.000000 Penalty: 5951.884766
	Iteration 6Q: 3 clusters Score -2.075264e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -20754240.000000 Penalty: 5951.884766
	Iteration 7Q: 3 clusters Score -2.075424e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -20756680.000000 Penalty: 5951.884766
	Iteration 8Q: 3 clusters Score -2.075668e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -20760016.000000 Penalty: 5951.884766
	Iteration 9Q: 3 clusters Score -2.076002e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -20764640.000000 Penalty: 5951.884766
	Iteration 10F: 3 clusters Score -2.076464e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -20770598.000000 Penalty: 5951.884766
	Iteration 11F: 3 clusters Score -2.07706e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 100524 members 
Entering Unmasked Estep 
Score: -20777710.000000 Penalty: 5951.884766
	Iteration 12F: 3 clusters Score -2.077771e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -20784494.000000 Penalty: 5951.884766
	Iteration 13F: 3 clusters Score -2.078449e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -20789224.000000 Penalty: 5951.884766
	Iteration 14Q: 3 clusters Score -2.078922e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -20791974.000000 Penalty: 5951.884766
	Iteration 15Q: 3 clusters Score -2.079197e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
Score: -20793654.000000 Penalty: 5951.884766
	Iteration 16Q: 3 clusters Score -2.079365e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -20795208.000000 Penalty: 5951.884766
	Iteration 17Q: 3 clusters Score -2.079521e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -20796682.000000 Penalty: 5951.884766
	Iteration 18Q: 3 clusters Score -2.079668e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 126654 members 
Entering Unmasked Estep 
Score: -20798192.000000 Penalty: 5951.884766
	Iteration 19Q: 3 clusters Score -2.079819e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -20799792.000000 Penalty: 5951.884766
	Iteration 20F: 3 clusters Score -2.079979e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 132992 members 
Entering Unmasked Estep 
Score: -20801014.000000 Penalty: 5951.884766
	Iteration 21Q: 3 clusters Score -2.080101e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 135846 members 
Entering Unmasked Estep 
Score: -20802298.000000 Penalty: 5951.884766
	Iteration 22Q: 3 clusters Score -2.08023e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 138515 members 
Entering Unmasked Estep 
Score: -20803438.000000 Penalty: 5951.884766
	Iteration 23Q: 3 clusters Score -2.080344e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -20804352.000000 Penalty: 5951.884766
	Iteration 24Q: 3 clusters Score -2.080435e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -20805252.000000 Penalty: 5951.884766
	Iteration 25Q: 3 clusters Score -2.080525e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -20805968.000000 Penalty: 5951.884766
	Iteration 26Q: 3 clusters Score -2.080597e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 147085 members 
Entering Unmasked Estep 
Score: -20806670.000000 Penalty: 5951.884766
	Iteration 27Q: 3 clusters Score -2.080667e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -20807210.000000 Penalty: 5951.884766
	Iteration 28Q: 3 clusters Score -2.080721e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 150315 members 
Entering Unmasked Estep 
Score: -20807758.000000 Penalty: 5951.884766
	Iteration 29Q: 3 clusters Score -2.080776e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -20808244.000000 Penalty: 5951.884766
	Iteration 30Q: 3 clusters Score -2.080824e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 152893 members 
Entering Unmasked Estep 
Score: -20808498.000000 Penalty: 5951.884766
	Iteration 31Q: 3 clusters Score -2.08085e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -20808862.000000 Penalty: 5951.884766
	Iteration 32Q: 3 clusters Score -2.080886e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -20809156.000000 Penalty: 5951.884766
	Iteration 33Q: 3 clusters Score -2.080916e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 155739 members 
Entering Unmasked Estep 
Score: -20809370.000000 Penalty: 5951.884766
	Iteration 34Q: 3 clusters Score -2.080937e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -20809550.000000 Penalty: 5951.884766
	Iteration 35Q: 3 clusters Score -2.080955e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 157032 members 
Entering Unmasked Estep 
Score: -20809618.000000 Penalty: 5951.884766
	Iteration 36Q: 3 clusters Score -2.080962e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -20809720.000000 Penalty: 5951.884766
	Iteration 37Q: 3 clusters Score -2.080972e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20809776.000000 Penalty: 5951.884766
	Iteration 38Q: 3 clusters Score -2.080978e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 158227 members 
Entering Unmasked Estep 
Score: -20809814.000000 Penalty: 5951.884766
	Iteration 39Q: 3 clusters Score -2.080981e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -20809840.000000 Penalty: 5951.884766
	Iteration 40F: 3 clusters Score -2.080984e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -20809906.000000 Penalty: 5951.884766
	Iteration 41Q: 3 clusters Score -2.080991e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 158881 members 
Entering Unmasked Estep 
Score: -20809916.000000 Penalty: 5951.884766
	Iteration 42Q: 3 clusters Score -2.080992e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 159056 members 
Entering Unmasked Estep 
Score: -20809902.000000 Penalty: 5951.884766
	Iteration 43Q: 3 clusters Score -2.08099e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -20809884.000000 Penalty: 5951.884766
	Iteration 44Q: 3 clusters Score -2.080988e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -20809914.000000 Penalty: 5951.884766
	Iteration 45Q: 3 clusters Score -2.080991e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -20809950.000000 Penalty: 5951.884766
	Iteration 46Q: 3 clusters Score -2.080995e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 159560 members 
Entering Unmasked Estep 
Score: -20809984.000000 Penalty: 5951.884766
	Iteration 47Q: 3 clusters Score -2.080998e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -20810028.000000 Penalty: 5951.884766
	Iteration 48Q: 3 clusters Score -2.081003e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -20810078.000000 Penalty: 5951.884766
	Iteration 49Q: 3 clusters Score -2.081008e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 159827 members 
Entering Unmasked Estep 
Score: -20810076.000000 Penalty: 5951.884766
	Iteration 50Q: 3 clusters Score -2.081008e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 159889 members 
Entering Unmasked Estep 
Score: -20810106.000000 Penalty: 5951.884766
	Iteration 51Q: 3 clusters Score -2.081011e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 159948 members 
Entering Unmasked Estep 
Score: -20810094.000000 Penalty: 5951.884766
	Iteration 52Q: 3 clusters Score -2.081009e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 160004 members 
Entering Unmasked Estep 
Score: -20810098.000000 Penalty: 5951.884766
	Iteration 53Q: 3 clusters Score -2.08101e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 160057 members 
Entering Unmasked Estep 
Score: -20810108.000000 Penalty: 5951.884766
	Iteration 54Q: 3 clusters Score -2.081011e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 160109 members 
Entering Unmasked Estep 
Score: -20810092.000000 Penalty: 5951.884766
	Iteration 55Q: 3 clusters Score -2.081009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -20810092.000000 Penalty: 5951.884766
	Iteration 56Q: 3 clusters Score -2.081009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -20810080.000000 Penalty: 5951.884766
	Iteration 57Q: 3 clusters Score -2.081008e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -20810090.000000 Penalty: 5951.884766
	Iteration 58Q: 3 clusters Score -2.081009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -20810106.000000 Penalty: 5951.884766
	Iteration 59Q: 3 clusters Score -2.081011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -20810118.000000 Penalty: 5951.884766
	Iteration 60F: 3 clusters Score -2.081012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -20810098.000000 Penalty: 5951.884766
	Iteration 61Q: 3 clusters Score -2.08101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -20810088.000000 Penalty: 5951.884766
	Iteration 62Q: 3 clusters Score -2.081009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -20810080.000000 Penalty: 5951.884766
	Iteration 63Q: 3 clusters Score -2.081008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -20810080.000000 Penalty: 5951.884766
	Iteration 64Q: 3 clusters Score -2.081008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -20810098.000000 Penalty: 5951.884766
	Iteration 65Q: 3 clusters Score -2.08101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -20810104.000000 Penalty: 5951.884766
	Iteration 66Q: 3 clusters Score -2.08101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 160382 members 
Entering Unmasked Estep 
Score: -20810118.000000 Penalty: 5951.884766
	Iteration 67Q: 3 clusters Score -2.081012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 160387 members 
Entering Unmasked Estep 
Score: -20810126.000000 Penalty: 5951.884766
	Iteration 68Q: 3 clusters Score -2.081013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 160390 members 
Entering Unmasked Estep 
Score: -20810124.000000 Penalty: 5951.884766
	Iteration 69Q: 3 clusters Score -2.081012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 160393 members 
Entering Unmasked Estep 
Score: -20810124.000000 Penalty: 5951.884766
	Iteration 70Q: 3 clusters Score -2.081012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -20810138.000000 Penalty: 5951.884766
	Iteration 71Q: 3 clusters Score -2.081014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 160405 members 
Entering Unmasked Estep 
Score: -20810128.000000 Penalty: 5951.884766
	Iteration 72Q: 3 clusters Score -2.081013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 160413 members 
Entering Unmasked Estep 
Score: -20810126.000000 Penalty: 5951.884766
	Iteration 73Q: 3 clusters Score -2.081013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -20810148.000000 Penalty: 5951.884766
	Iteration 74Q: 3 clusters Score -2.081015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -20810140.000000 Penalty: 5951.884766
	Iteration 75Q: 3 clusters Score -2.081014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -20810134.000000 Penalty: 5951.884766
	Iteration 76Q: 3 clusters Score -2.081013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -20810136.000000 Penalty: 5951.884766
	Iteration 77Q: 3 clusters Score -2.081014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -20810136.000000 Penalty: 5951.884766
	Iteration 78F: 3 clusters Score -2.081014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126503 members 
Entering Unmasked Estep 
Score: -16262168.000000 Penalty: 2913.509277
	Iteration 0F: 2 clusters Score -1.626217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -16177695.000000 Penalty: 5827.018555
	Iteration 0F: 3 clusters Score -1.61777e+07 nChanged 60280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -16212201.000000 Penalty: 5827.018555
	Iteration 1F: 3 clusters Score -1.62122e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -16213289.000000 Penalty: 5827.018555
	Iteration 2Q: 3 clusters Score -1.621329e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -16214479.000000 Penalty: 5827.018555
	Iteration 3Q: 3 clusters Score -1.621448e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -16215730.000000 Penalty: 5827.018555
	Iteration 4Q: 3 clusters Score -1.621573e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -16217145.000000 Penalty: 5827.018555
	Iteration 5Q: 3 clusters Score -1.621714e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -16219256.000000 Penalty: 5827.018555
	Iteration 6Q: 3 clusters Score -1.621926e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -16222218.000000 Penalty: 5827.018555
	Iteration 7Q: 3 clusters Score -1.622222e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -16226675.000000 Penalty: 5827.018555
	Iteration 8F: 3 clusters Score -1.622668e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -16232896.000000 Penalty: 5827.018555
	Iteration 9F: 3 clusters Score -1.62329e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -16240078.000000 Penalty: 5827.018555
	Iteration 10F: 3 clusters Score -1.624008e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -16246559.000000 Penalty: 5827.018555
	Iteration 11F: 3 clusters Score -1.624656e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -16251722.000000 Penalty: 5827.018555
	Iteration 12Q: 3 clusters Score -1.625172e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -16254964.000000 Penalty: 5827.018555
	Iteration 13Q: 3 clusters Score -1.625496e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -16257026.000000 Penalty: 5827.018555
	Iteration 14Q: 3 clusters Score -1.625703e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -16258089.000000 Penalty: 5827.018555
	Iteration 15Q: 3 clusters Score -1.625809e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 124561 members 
Entering Unmasked Estep 
Score: -16258657.000000 Penalty: 5827.018555
	Iteration 16Q: 3 clusters Score -1.625866e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 125020 members 
Entering Unmasked Estep 
Score: -16258926.000000 Penalty: 5827.018555
	Iteration 17Q: 3 clusters Score -1.625893e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 125297 members 
Entering Unmasked Estep 
Score: -16259111.000000 Penalty: 5827.018555
	Iteration 18Q: 3 clusters Score -1.625911e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -16259272.000000 Penalty: 5827.018555
	Iteration 19Q: 3 clusters Score -1.625927e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -16259352.000000 Penalty: 5827.018555
	Iteration 20F: 3 clusters Score -1.625935e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 125668 members 
Entering Unmasked Estep 
Score: -16259404.000000 Penalty: 5827.018555
	Iteration 21Q: 3 clusters Score -1.62594e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -16259429.000000 Penalty: 5827.018555
	Iteration 22Q: 3 clusters Score -1.625943e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 125759 members 
Entering Unmasked Estep 
Score: -16259491.000000 Penalty: 5827.018555
	Iteration 23Q: 3 clusters Score -1.625949e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 125790 members 
Entering Unmasked Estep 
Score: -16259525.000000 Penalty: 5827.018555
	Iteration 24Q: 3 clusters Score -1.625952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -16259530.000000 Penalty: 5827.018555
	Iteration 25Q: 3 clusters Score -1.625953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -16259540.000000 Penalty: 5827.018555
	Iteration 26Q: 3 clusters Score -1.625954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -16259551.000000 Penalty: 5827.018555
	Iteration 27Q: 3 clusters Score -1.625955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 125832 members 
Entering Unmasked Estep 
Score: -16259548.000000 Penalty: 5827.018555
	Iteration 28Q: 3 clusters Score -1.625955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -16259550.000000 Penalty: 5827.018555
	Iteration 29Q: 3 clusters Score -1.625955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 125837 members 
Entering Unmasked Estep 
Score: -16259550.000000 Penalty: 5827.018555
	Iteration 30Q: 3 clusters Score -1.625955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -16259556.000000 Penalty: 5827.018555
	Iteration 31Q: 3 clusters Score -1.625956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -16259548.000000 Penalty: 5827.018555
	Iteration 32Q: 3 clusters Score -1.625955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -16259546.000000 Penalty: 5827.018555
	Iteration 33Q: 3 clusters Score -1.625955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -16259548.000000 Penalty: 5827.018555
	Iteration 34Q: 3 clusters Score -1.625955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -16259554.000000 Penalty: 5827.018555
	Iteration 35Q: 3 clusters Score -1.625955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -16259559.000000 Penalty: 5827.018555
	Iteration 36Q: 3 clusters Score -1.625956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -16259554.000000 Penalty: 5827.018555
	Iteration 37Q: 3 clusters Score -1.625955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -16259551.000000 Penalty: 5827.018555
	Iteration 38Q: 3 clusters Score -1.625955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -16259553.000000 Penalty: 5827.018555
	Iteration 39Q: 3 clusters Score -1.625955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -16259560.000000 Penalty: 5827.018555
	Iteration 40F: 3 clusters Score -1.625956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 125848 members 
Entering Unmasked Estep 
Score: -16259567.000000 Penalty: 5827.018555
	Iteration 41Q: 3 clusters Score -1.625957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 125852 members 
Entering Unmasked Estep 
Score: -16259562.000000 Penalty: 5827.018555
	Iteration 42Q: 3 clusters Score -1.625956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 125856 members 
Entering Unmasked Estep 
Score: -16259555.000000 Penalty: 5827.018555
	Iteration 43Q: 3 clusters Score -1.625956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -16259566.000000 Penalty: 5827.018555
	Iteration 44Q: 3 clusters Score -1.625957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -16259570.000000 Penalty: 5827.018555
	Iteration 45Q: 3 clusters Score -1.625957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -16259570.000000 Penalty: 5827.018555
	Iteration 46F: 3 clusters Score -1.625957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (69133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Entering Unmasked Estep 
Score: -8950035.000000 Penalty: 2763.659180
	Iteration 0F: 2 clusters Score -8950035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -8903468.000000 Penalty: 5527.318359
	Iteration 0F: 3 clusters Score -8903468 nChanged 32210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8921837.000000 Penalty: 5527.318359
	Iteration 1F: 3 clusters Score -8921837 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -8922398.000000 Penalty: 5527.318359
	Iteration 2Q: 3 clusters Score -8922398 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8922959.000000 Penalty: 5527.318359
	Iteration 3Q: 3 clusters Score -8922959 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -8923386.000000 Penalty: 5527.318359
	Iteration 4Q: 3 clusters Score -8923386 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5527.318359
	Iteration 5Q: 3 clusters Score -8923985 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -8924723.000000 Penalty: 5527.318359
	Iteration 6Q: 3 clusters Score -8924723 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -8925839.000000 Penalty: 5527.318359
	Iteration 7Q: 3 clusters Score -8925839 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -8927572.000000 Penalty: 5527.318359
	Iteration 8Q: 3 clusters Score -8927572 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8930249.000000 Penalty: 5527.318359
	Iteration 9F: 3 clusters Score -8930249 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -8933927.000000 Penalty: 5527.318359
	Iteration 10F: 3 clusters Score -8933927 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -8937777.000000 Penalty: 5527.318359
	Iteration 11F: 3 clusters Score -8937777 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -8941133.000000 Penalty: 5527.318359
	Iteration 12F: 3 clusters Score -8941133 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -8943331.000000 Penalty: 5527.318359
	Iteration 13Q: 3 clusters Score -8943331 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -8944593.000000 Penalty: 5527.318359
	Iteration 14Q: 3 clusters Score -8944593 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -8945398.000000 Penalty: 5527.318359
	Iteration 15Q: 3 clusters Score -8945398 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8945982.000000 Penalty: 5527.318359
	Iteration 16Q: 3 clusters Score -8945982 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8946344.000000 Penalty: 5527.318359
	Iteration 17Q: 3 clusters Score -8946344 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -8946640.000000 Penalty: 5527.318359
	Iteration 18Q: 3 clusters Score -8946640 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8946884.000000 Penalty: 5527.318359
	Iteration 19Q: 3 clusters Score -8946884 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -8947084.000000 Penalty: 5527.318359
	Iteration 20F: 3 clusters Score -8947084 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8947221.000000 Penalty: 5527.318359
	Iteration 21Q: 3 clusters Score -8947221 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8947342.000000 Penalty: 5527.318359
	Iteration 22Q: 3 clusters Score -8947342 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8947421.000000 Penalty: 5527.318359
	Iteration 23Q: 3 clusters Score -8947421 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8947514.000000 Penalty: 5527.318359
	Iteration 24Q: 3 clusters Score -8947514 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8947610.000000 Penalty: 5527.318359
	Iteration 25Q: 3 clusters Score -8947610 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8947666.000000 Penalty: 5527.318359
	Iteration 26Q: 3 clusters Score -8947666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -8947719.000000 Penalty: 5527.318359
	Iteration 27Q: 3 clusters Score -8947719 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8947770.000000 Penalty: 5527.318359
	Iteration 28Q: 3 clusters Score -8947770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8947796.000000 Penalty: 5527.318359
	Iteration 29Q: 3 clusters Score -8947796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8947846.000000 Penalty: 5527.318359
	Iteration 30Q: 3 clusters Score -8947846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8947882.000000 Penalty: 5527.318359
	Iteration 31Q: 3 clusters Score -8947882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8947918.000000 Penalty: 5527.318359
	Iteration 32Q: 3 clusters Score -8947918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8947916.000000 Penalty: 5527.318359
	Iteration 33Q: 3 clusters Score -8947916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8947937.000000 Penalty: 5527.318359
	Iteration 34Q: 3 clusters Score -8947937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8947935.000000 Penalty: 5527.318359
	Iteration 35Q: 3 clusters Score -8947935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8947939.000000 Penalty: 5527.318359
	Iteration 36Q: 3 clusters Score -8947939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8947960.000000 Penalty: 5527.318359
	Iteration 37Q: 3 clusters Score -8947960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8947973.000000 Penalty: 5527.318359
	Iteration 38Q: 3 clusters Score -8947973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8947963.000000 Penalty: 5527.318359
	Iteration 39Q: 3 clusters Score -8947963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8947974.000000 Penalty: 5527.318359
	Iteration 40F: 3 clusters Score -8947974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8947995.000000 Penalty: 5527.318359
	Iteration 41Q: 3 clusters Score -8947995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8947995.000000 Penalty: 5527.318359
	Iteration 42Q: 3 clusters Score -8947995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8947997.000000 Penalty: 5527.318359
	Iteration 43Q: 3 clusters Score -8947997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67073 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8948002.000000 Penalty: 5527.318359
	Iteration 44Q: 3 clusters Score -8948002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8948021.000000 Penalty: 5527.318359
	Iteration 45Q: 3 clusters Score -8948021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8948011.000000 Penalty: 5527.318359
	Iteration 46Q: 3 clusters Score -8948011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8948007.000000 Penalty: 5527.318359
	Iteration 47Q: 3 clusters Score -8948007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8948007.000000 Penalty: 5527.318359
	Iteration 48F: 3 clusters Score -8948007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79273.445312 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79273.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77644.781250 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -77644.78 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78020.750000 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -78020.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78200.390625 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78200.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78312.312500 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -78312.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78376.625000 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -78376.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78428.195312 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78463.843750 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -78463.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78485.125000 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -78485.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78504.734375 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -78504.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78515.234375 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -78515.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78527.281250 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -78527.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78535.804688 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -78535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78544.679688 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -78544.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78552.351562 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -78552.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78559.453125 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -78559.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78575.531250 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -78575.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78581.406250 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -78581.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78581.812500 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -78581.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78581.812500 Penalty: 3245.780273
	Iteration 18F: 3 clusters Score -78581.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5836 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90888 members 
Mstep: Class 12 contains 219116 members 
Mstep: Class 14 contains 28822 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 162717 members 
Mstep: Class 21 contains 126503 members 
Mstep: Class 22 contains 69133 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699488.000000 Penalty: 65918.976562
Iteration 159Q: 20 clusters Score -1.496995e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216202 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77876 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 177376 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90980 members 
Mstep: Class 12 contains 219119 members 
Mstep: Class 14 contains 28842 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 20 contains 162910 members 
Mstep: Class 21 contains 126614 members 
Mstep: Class 22 contains 69197 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699632.000000 Penalty: 65918.976562
Iteration 160F: 20 clusters Score -1.496996e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216169 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77865 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 178897 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90809 members 
Mstep: Class 12 contains 219139 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5339 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 162344 members 
Mstep: Class 21 contains 126181 members 
Mstep: Class 22 contains 68962 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699728.000000 Penalty: 65918.976562
Iteration 161Q: 20 clusters Score -1.496997e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216081 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77859 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 179997 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90692 members 
Mstep: Class 12 contains 219181 members 
Mstep: Class 14 contains 28685 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 161919 members 
Mstep: Class 21 contains 125889 members 
Mstep: Class 22 contains 68780 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699888.000000 Penalty: 65918.976562
Iteration 162Q: 20 clusters Score -1.496999e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215998 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77855 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 180854 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90598 members 
Mstep: Class 12 contains 219226 members 
Mstep: Class 14 contains 28636 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5387 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 161592 members 
Mstep: Class 21 contains 125674 members 
Mstep: Class 22 contains 68627 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700224.000000 Penalty: 65918.976562
Iteration 163Q: 20 clusters Score -1.497002e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215933 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77853 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 181532 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90545 members 
Mstep: Class 12 contains 219244 members 
Mstep: Class 14 contains 28580 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 161332 members 
Mstep: Class 21 contains 125533 members 
Mstep: Class 22 contains 68494 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149700064.000000 Penalty: 65918.976562
Iteration 164Q: 20 clusters Score -1.497001e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215871 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5845 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 182135 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90482 members 
Mstep: Class 12 contains 219277 members 
Mstep: Class 14 contains 28542 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 161115 members 
Mstep: Class 21 contains 125407 members 
Mstep: Class 22 contains 68378 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699760.000000 Penalty: 65918.976562
Iteration 165Q: 20 clusters Score -1.496998e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215818 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5852 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77819 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 182651 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90428 members 
Mstep: Class 12 contains 219292 members 
Mstep: Class 14 contains 28511 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5411 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 20 contains 160947 members 
Mstep: Class 21 contains 125285 members 
Mstep: Class 22 contains 68276 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699696.000000 Penalty: 65918.976562
Iteration 166Q: 20 clusters Score -1.496997e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215780 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5860 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77798 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 183126 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90387 members 
Mstep: Class 12 contains 219288 members 
Mstep: Class 14 contains 28477 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 1881 members 
Mstep: Class 20 contains 160785 members 
Mstep: Class 21 contains 125185 members 
Mstep: Class 22 contains 68179 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699840.000000 Penalty: 65918.976562
Iteration 167Q: 20 clusters Score -1.496998e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215802 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5868 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77791 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 183527 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90343 members 
Mstep: Class 12 contains 219280 members 
Mstep: Class 14 contains 28442 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 160617 members 
Mstep: Class 21 contains 125115 members 
Mstep: Class 22 contains 68077 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699840.000000 Penalty: 65918.976562
Iteration 168Q: 20 clusters Score -1.496998e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215825 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5875 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77782 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 183860 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90308 members 
Mstep: Class 12 contains 219267 members 
Mstep: Class 14 contains 28419 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 160470 members 
Mstep: Class 21 contains 125057 members 
Mstep: Class 22 contains 67989 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699872.000000 Penalty: 65918.976562
Iteration 169Q: 20 clusters Score -1.496999e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215847 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5885 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77777 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 184132 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90296 members 
Mstep: Class 12 contains 219245 members 
Mstep: Class 14 contains 28402 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5449 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 160357 members 
Mstep: Class 21 contains 125003 members 
Mstep: Class 22 contains 67902 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699824.000000 Penalty: 65918.976562
Iteration 170Q: 20 clusters Score -1.496998e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5893 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77753 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 184381 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90274 members 
Mstep: Class 12 contains 219259 members 
Mstep: Class 14 contains 28379 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5461 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 160220 members 
Mstep: Class 21 contains 124961 members 
Mstep: Class 22 contains 67823 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699840.000000 Penalty: 65918.976562
Iteration 171Q: 20 clusters Score -1.496998e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77739 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 184598 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90246 members 
Mstep: Class 12 contains 219248 members 
Mstep: Class 14 contains 28362 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 160070 members 
Mstep: Class 21 contains 124937 members 
Mstep: Class 22 contains 67758 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Score: -149699872.000000 Penalty: 65918.976562
Iteration 172Q: 20 clusters Score -1.496999e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216056 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77732 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 184783 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90228 members 
Mstep: Class 12 contains 219239 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 159914 members 
Mstep: Class 21 contains 124923 members 
Mstep: Class 22 contains 67698 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -1.496997e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216119 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5902 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77734 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 184958 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90204 members 
Mstep: Class 12 contains 219253 members 
Mstep: Class 14 contains 28334 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5490 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 159789 members 
Mstep: Class 21 contains 124884 members 
Mstep: Class 22 contains 67630 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -1.496997e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216173 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77735 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185113 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90195 members 
Mstep: Class 12 contains 219273 members 
Mstep: Class 14 contains 28322 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 159661 members 
Mstep: Class 21 contains 124840 members 
Mstep: Class 22 contains 67583 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -1.496995e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216234 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77728 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185263 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90181 members 
Mstep: Class 12 contains 219296 members 
Mstep: Class 14 contains 28310 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 159519 members 
Mstep: Class 21 contains 124800 members 
Mstep: Class 22 contains 67550 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -1.496995e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216267 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77720 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185392 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90169 members 
Mstep: Class 12 contains 219349 members 
Mstep: Class 14 contains 28303 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5522 members 
Mstep: Class 19 contains 1873 members 
Mstep: Class 20 contains 159388 members 
Mstep: Class 21 contains 124759 members 
Mstep: Class 22 contains 67513 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -1.496995e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216325 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5922 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77704 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185481 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90156 members 
Mstep: Class 12 contains 219408 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5531 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 20 contains 159271 members 
Mstep: Class 21 contains 124716 members 
Mstep: Class 22 contains 67485 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -1.496995e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216404 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77692 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185553 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90152 members 
Mstep: Class 12 contains 219449 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 1870 members 
Mstep: Class 20 contains 159176 members 
Mstep: Class 21 contains 124666 members 
Mstep: Class 22 contains 67451 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -1.496995e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216460 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5930 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77676 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185624 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90141 members 
Mstep: Class 12 contains 219492 members 
Mstep: Class 14 contains 28300 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5538 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 159102 members 
Mstep: Class 21 contains 124624 members 
Mstep: Class 22 contains 67414 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -1.496995e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216498 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77664 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185683 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90125 members 
Mstep: Class 12 contains 219538 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5541 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 159036 members 
Mstep: Class 21 contains 124594 members 
Mstep: Class 22 contains 67394 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -1.496995e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216488 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5942 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77659 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185712 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90115 members 
Mstep: Class 12 contains 219596 members 
Mstep: Class 14 contains 28285 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5544 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 159002 members 
Mstep: Class 21 contains 124588 members 
Mstep: Class 22 contains 67371 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -1.496995e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77647 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185720 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90099 members 
Mstep: Class 12 contains 219648 members 
Mstep: Class 14 contains 28282 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5551 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 158963 members 
Mstep: Class 21 contains 124585 members 
Mstep: Class 22 contains 67358 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 20 clusters Score -1.496995e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77629 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185737 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90101 members 
Mstep: Class 12 contains 219710 members 
Mstep: Class 14 contains 28278 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5556 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 158923 members 
Mstep: Class 21 contains 124576 members 
Mstep: Class 22 contains 67336 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 20 clusters Score -1.496993e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216505 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77627 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185750 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90090 members 
Mstep: Class 12 contains 219764 members 
Mstep: Class 14 contains 28284 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5558 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 158874 members 
Mstep: Class 21 contains 124575 members 
Mstep: Class 22 contains 67317 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -1.496993e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216525 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5963 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77613 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185750 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90072 members 
Mstep: Class 12 contains 219843 members 
Mstep: Class 14 contains 28288 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5562 members 
Mstep: Class 19 contains 1868 members 
Mstep: Class 20 contains 158827 members 
Mstep: Class 21 contains 124562 members 
Mstep: Class 22 contains 67297 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 65918.976562
Iteration 186Q: 20 clusters Score -1.496992e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216530 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5969 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77602 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185758 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90061 members 
Mstep: Class 12 contains 219915 members 
Mstep: Class 14 contains 28285 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 158788 members 
Mstep: Class 21 contains 124544 members 
Mstep: Class 22 contains 67284 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 65918.976562
Iteration 187Q: 20 clusters Score -1.496992e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216515 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5974 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77596 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185763 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90049 members 
Mstep: Class 12 contains 219993 members 
Mstep: Class 14 contains 28283 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5570 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 158742 members 
Mstep: Class 21 contains 124543 members 
Mstep: Class 22 contains 67275 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 188Q: 20 clusters Score -1.496991e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216491 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5976 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77590 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185774 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90043 members 
Mstep: Class 12 contains 220076 members 
Mstep: Class 14 contains 28277 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 158711 members 
Mstep: Class 21 contains 124536 members 
Mstep: Class 22 contains 67255 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699008.000000 Penalty: 65918.976562
Iteration 189Q: 20 clusters Score -1.49699e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216475 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5976 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77585 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185788 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90033 members 
Mstep: Class 12 contains 220161 members 
Mstep: Class 14 contains 28271 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158680 members 
Mstep: Class 21 contains 124516 members 
Mstep: Class 22 contains 67241 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699024.000000 Penalty: 65918.976562
Iteration 190Q: 20 clusters Score -1.49699e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216475 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5979 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77583 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185792 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90018 members 
Mstep: Class 12 contains 220231 members 
Mstep: Class 14 contains 28260 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158650 members 
Mstep: Class 21 contains 124507 members 
Mstep: Class 22 contains 67224 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698976.000000 Penalty: 65918.976562
Iteration 191Q: 20 clusters Score -1.49699e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216477 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5981 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77577 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185791 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 90008 members 
Mstep: Class 12 contains 220299 members 
Mstep: Class 14 contains 28249 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158632 members 
Mstep: Class 21 contains 124492 members 
Mstep: Class 22 contains 67210 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699008.000000 Penalty: 65918.976562
Iteration 192Q: 20 clusters Score -1.49699e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216488 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5985 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77571 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185797 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89994 members 
Mstep: Class 12 contains 220362 members 
Mstep: Class 14 contains 28240 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158614 members 
Mstep: Class 21 contains 124465 members 
Mstep: Class 22 contains 67195 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 193Q: 20 clusters Score -1.496992e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216471 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5989 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77566 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185798 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89983 members 
Mstep: Class 12 contains 220434 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158603 members 
Mstep: Class 21 contains 124445 members 
Mstep: Class 22 contains 67183 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 194Q: 20 clusters Score -1.496992e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5991 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77557 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185781 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89981 members 
Mstep: Class 12 contains 220511 members 
Mstep: Class 14 contains 28228 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158578 members 
Mstep: Class 21 contains 124443 members 
Mstep: Class 22 contains 67174 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 20 clusters Score -1.496992e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216436 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 5998 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77552 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185771 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89972 members 
Mstep: Class 12 contains 220564 members 
Mstep: Class 14 contains 28220 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158574 members 
Mstep: Class 21 contains 124442 members 
Mstep: Class 22 contains 67164 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 196Q: 20 clusters Score -1.496992e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216402 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77549 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185766 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89959 members 
Mstep: Class 12 contains 220616 members 
Mstep: Class 14 contains 28221 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158572 members 
Mstep: Class 21 contains 124437 members 
Mstep: Class 22 contains 67159 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 197Q: 20 clusters Score -1.496994e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216380 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77549 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185769 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89943 members 
Mstep: Class 12 contains 220660 members 
Mstep: Class 14 contains 28221 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158569 members 
Mstep: Class 21 contains 124431 members 
Mstep: Class 22 contains 67152 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
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Iteration 198Q: 20 clusters Score -1.496993e+08 nChanged 199
Entering ConstructFrom: 
Score: -149699328.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (216358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216358 members 
Entering Unmasked Estep 
Score: -27798852.000000 Penalty: 3046.603027
	Iteration 0F: 2 clusters Score -2.779885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -27661280.000000 Penalty: 6093.206055
	Iteration 0F: 3 clusters Score -2.766128e+07 nChanged 104192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105060 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -27721896.000000 Penalty: 6093.206055
	Iteration 1F: 3 clusters Score -2.77219e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 113331 members 
Entering Unmasked Estep 
Score: -27722702.000000 Penalty: 6093.206055
	Iteration 2Q: 3 clusters Score -2.77227e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -27723624.000000 Penalty: 6093.206055
	Iteration 3Q: 3 clusters Score -2.772362e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 121338 members 
Entering Unmasked Estep 
Score: -27725402.000000 Penalty: 6093.206055
	Iteration 4Q: 3 clusters Score -2.77254e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 129000 members 
Entering Unmasked Estep 
Score: -27728584.000000 Penalty: 6093.206055
	Iteration 5Q: 3 clusters Score -2.772858e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 140292 members 
Entering Unmasked Estep 
Score: -27734598.000000 Penalty: 6093.206055
	Iteration 6F: 3 clusters Score -2.77346e+07 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -27745914.000000 Penalty: 6093.206055
	Iteration 7F: 3 clusters Score -2.774591e+07 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -27763168.000000 Penalty: 6093.206055
	Iteration 8F: 3 clusters Score -2.776317e+07 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 195552 members 
Entering Unmasked Estep 
Score: -27780420.000000 Penalty: 6093.206055
	Iteration 9F: 3 clusters Score -2.778042e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 208534 members 
Entering Unmasked Estep 
Score: -27790276.000000 Penalty: 6093.206055
	Iteration 10F: 3 clusters Score -2.779028e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 214054 members 
Entering Unmasked Estep 
Score: -27794446.000000 Penalty: 6093.206055
	Iteration 11Q: 3 clusters Score -2.779445e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 215678 members 
Entering Unmasked Estep 
Score: -27795578.000000 Penalty: 6093.206055
	Iteration 12Q: 3 clusters Score -2.779558e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 216018 members 
Entering Unmasked Estep 
Score: -27795896.000000 Penalty: 6093.206055
	Iteration 13Q: 3 clusters Score -2.77959e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216095 members 
Entering Unmasked Estep 
Score: -27796034.000000 Penalty: 6093.206055
	Iteration 14Q: 3 clusters Score -2.779603e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 216123 members 
Entering Unmasked Estep 
Score: -27796092.000000 Penalty: 6093.206055
	Iteration 15Q: 3 clusters Score -2.779609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 216142 members 
Entering Unmasked Estep 
Score: -27796114.000000 Penalty: 6093.206055
	Iteration 16Q: 3 clusters Score -2.779611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216149 members 
Entering Unmasked Estep 
Score: -27796128.000000 Penalty: 6093.206055
	Iteration 17Q: 3 clusters Score -2.779613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216153 members 
Entering Unmasked Estep 
Score: -27796144.000000 Penalty: 6093.206055
	Iteration 18Q: 3 clusters Score -2.779614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216155 members 
Entering Unmasked Estep 
Score: -27796160.000000 Penalty: 6093.206055
	Iteration 19Q: 3 clusters Score -2.779616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216155 members 
Entering Unmasked Estep 
Score: -27796152.000000 Penalty: 6093.206055
	Iteration 20F: 3 clusters Score -2.779615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216153 members 
Entering Unmasked Estep 
Score: -27796156.000000 Penalty: 6093.206055
	Iteration 21Q: 3 clusters Score -2.779616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216152 members 
Entering Unmasked Estep 
Score: -27796168.000000 Penalty: 6093.206055
	Iteration 22Q: 3 clusters Score -2.779617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216154 members 
Entering Unmasked Estep 
Score: -27796176.000000 Penalty: 6093.206055
	Iteration 23Q: 3 clusters Score -2.779618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216155 members 
Entering Unmasked Estep 
Score: -27796178.000000 Penalty: 6093.206055
	Iteration 24Q: 3 clusters Score -2.779618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216156 members 
Entering Unmasked Estep 
Score: -27796170.000000 Penalty: 6093.206055
	Iteration 25Q: 3 clusters Score -2.779617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216157 members 
Entering Unmasked Estep 
Score: -27796174.000000 Penalty: 6093.206055
	Iteration 26Q: 3 clusters Score -2.779617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 216157 members 
Entering Unmasked Estep 
Score: -27796174.000000 Penalty: 6093.206055
	Iteration 27F: 3 clusters Score -2.779617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -68412.867188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -68412.87 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 342 members 
Entering Unmasked Estep 
Score: -66825.968750 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -66825.97 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67277.562500 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -67277.56 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67589.367188 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -67589.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67857.812500 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -67857.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68091.351562 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -68091.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68533.687500 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -68533.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68593.968750 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -68593.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68623.101562 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -68623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68635.945312 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -68635.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68641.851562 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -68641.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68646.390625 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -68646.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68660.320312 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -68660.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68692.671875 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -68692.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68714.109375 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -68714.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68714.109375 Penalty: 3238.591797
	Iteration 14F: 3 clusters Score -68714.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216358 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77544 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185776 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89921 members 
Mstep: Class 11 contains 208 members 
Mstep: Class 12 contains 220717 members 
Mstep: Class 14 contains 28219 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158565 members 
Mstep: Class 21 contains 124420 members 
Mstep: Class 22 contains 67142 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697872.000000 Penalty: 69388.398438
Splitting cluster 2 changes total score from -149699328.000000 to -149697872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -546150.625000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -546150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -542033.437500 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -542033.4 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -542955.312500 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -542955.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -543125.062500 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -543125.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -543221.750000 Penalty: 4157.615723
	Iteration 3Q: 3 clusters Score -543221.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -543287.812500 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -543287.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -543338.937500 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -543338.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -543385.875000 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -543385.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -543418.250000 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -543418.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -543452.250000 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -543452.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -543481.687500 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -543481.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -543506.062500 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -543506.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -543535.437500 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -543535.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -543557.000000 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -543557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -543571.187500 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -543571.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -543587.750000 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -543587.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -543604.250000 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -543604.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -543617.250000 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -543617.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -543628.937500 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -543628.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -543638.625000 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -543638.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -543654.562500 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -543654.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -543673.000000 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -543673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -543690.625000 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -543690.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -543703.250000 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -543703.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -543714.437500 Penalty: 4157.615723
	Iteration 23Q: 3 clusters Score -543714.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -543734.437500 Penalty: 4157.615723
	Iteration 24Q: 3 clusters Score -543734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -543755.125000 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -543755.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -543779.562500 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -543779.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -543804.937500 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -543804.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -543827.312500 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -543827.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -543854.500000 Penalty: 4157.615723
	Iteration 29Q: 3 clusters Score -543854.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -543882.812500 Penalty: 4157.615723
	Iteration 30Q: 3 clusters Score -543882.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -543909.437500 Penalty: 4157.615723
	Iteration 31Q: 3 clusters Score -543909.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -543932.875000 Penalty: 4157.615723
	Iteration 32Q: 3 clusters Score -543932.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -543954.812500 Penalty: 4157.615723
	Iteration 33Q: 3 clusters Score -543954.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -543978.750000 Penalty: 4157.615723
	Iteration 34Q: 3 clusters Score -543978.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -543995.312500 Penalty: 4157.615723
	Iteration 35Q: 3 clusters Score -543995.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -544011.500000 Penalty: 4157.615723
	Iteration 36Q: 3 clusters Score -544011.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -544023.062500 Penalty: 4157.615723
	Iteration 37Q: 3 clusters Score -544023.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -544034.000000 Penalty: 4157.615723
	Iteration 38Q: 3 clusters Score -544034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -544042.625000 Penalty: 4157.615723
	Iteration 39Q: 3 clusters Score -544042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -544053.312500 Penalty: 4157.615723
	Iteration 40F: 3 clusters Score -544053.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -544061.500000 Penalty: 4157.615723
	Iteration 41Q: 3 clusters Score -544061.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -544073.937500 Penalty: 4157.615723
	Iteration 42Q: 3 clusters Score -544073.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -544081.500000 Penalty: 4157.615723
	Iteration 43Q: 3 clusters Score -544081.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -544089.187500 Penalty: 4157.615723
	Iteration 44Q: 3 clusters Score -544089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -544093.312500 Penalty: 4157.615723
	Iteration 45Q: 3 clusters Score -544093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -544096.062500 Penalty: 4157.615723
	Iteration 46Q: 3 clusters Score -544096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -544098.500000 Penalty: 4157.615723
	Iteration 47Q: 3 clusters Score -544098.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -544102.625000 Penalty: 4157.615723
	Iteration 48Q: 3 clusters Score -544102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -544112.125000 Penalty: 4157.615723
	Iteration 49Q: 3 clusters Score -544112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -544118.562500 Penalty: 4157.615723
	Iteration 50Q: 3 clusters Score -544118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -544123.062500 Penalty: 4157.615723
	Iteration 51Q: 3 clusters Score -544123.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -544127.375000 Penalty: 4157.615723
	Iteration 52Q: 3 clusters Score -544127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -544135.375000 Penalty: 4157.615723
	Iteration 53Q: 3 clusters Score -544135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -544141.500000 Penalty: 4157.615723
	Iteration 54Q: 3 clusters Score -544141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -544145.875000 Penalty: 4157.615723
	Iteration 55Q: 3 clusters Score -544145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -544151.250000 Penalty: 4157.615723
	Iteration 56Q: 3 clusters Score -544151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -544158.062500 Penalty: 4157.615723
	Iteration 57Q: 3 clusters Score -544158.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -544169.062500 Penalty: 4157.615723
	Iteration 58Q: 3 clusters Score -544169.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -544179.562500 Penalty: 4157.615723
	Iteration 59Q: 3 clusters Score -544179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -544192.687500 Penalty: 4157.615723
	Iteration 60F: 3 clusters Score -544192.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -544203.062500 Penalty: 4157.615723
	Iteration 61Q: 3 clusters Score -544203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -544208.562500 Penalty: 4157.615723
	Iteration 62Q: 3 clusters Score -544208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -544213.937500 Penalty: 4157.615723
	Iteration 63Q: 3 clusters Score -544213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -544220.125000 Penalty: 4157.615723
	Iteration 64Q: 3 clusters Score -544220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -544225.062500 Penalty: 4157.615723
	Iteration 65Q: 3 clusters Score -544225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -544229.937500 Penalty: 4157.615723
	Iteration 66Q: 3 clusters Score -544229.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -544240.062500 Penalty: 4157.615723
	Iteration 67Q: 3 clusters Score -544240.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -544249.937500 Penalty: 4157.615723
	Iteration 68Q: 3 clusters Score -544249.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -544261.125000 Penalty: 4157.615723
	Iteration 69Q: 3 clusters Score -544261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -544268.375000 Penalty: 4157.615723
	Iteration 70Q: 3 clusters Score -544268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -544269.562500 Penalty: 4157.615723
	Iteration 71Q: 3 clusters Score -544269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -544271.500000 Penalty: 4157.615723
	Iteration 72Q: 3 clusters Score -544271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -544280.250000 Penalty: 4157.615723
	Iteration 73Q: 3 clusters Score -544280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -544286.062500 Penalty: 4157.615723
	Iteration 74Q: 3 clusters Score -544286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -544290.625000 Penalty: 4157.615723
	Iteration 75Q: 3 clusters Score -544290.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -544295.750000 Penalty: 4157.615723
	Iteration 76Q: 3 clusters Score -544295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -544297.562500 Penalty: 4157.615723
	Iteration 77Q: 3 clusters Score -544297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -544305.125000 Penalty: 4157.615723
	Iteration 78Q: 3 clusters Score -544305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -544308.000000 Penalty: 4157.615723
	Iteration 79Q: 3 clusters Score -544308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -544311.187500 Penalty: 4157.615723
	Iteration 80F: 3 clusters Score -544311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -544314.875000 Penalty: 4157.615723
	Iteration 81Q: 3 clusters Score -544314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -544320.625000 Penalty: 4157.615723
	Iteration 82Q: 3 clusters Score -544320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -544327.375000 Penalty: 4157.615723
	Iteration 83Q: 3 clusters Score -544327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -544333.812500 Penalty: 4157.615723
	Iteration 84Q: 3 clusters Score -544333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -544344.750000 Penalty: 4157.615723
	Iteration 85Q: 3 clusters Score -544344.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -544356.750000 Penalty: 4157.615723
	Iteration 86Q: 3 clusters Score -544356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -544372.250000 Penalty: 4157.615723
	Iteration 87Q: 3 clusters Score -544372.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -544406.750000 Penalty: 4157.615723
	Iteration 88Q: 3 clusters Score -544406.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -544453.062500 Penalty: 4157.615723
	Iteration 89Q: 3 clusters Score -544453.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -544508.437500 Penalty: 4157.615723
	Iteration 90Q: 3 clusters Score -544508.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -544576.875000 Penalty: 4157.615723
	Iteration 91Q: 3 clusters Score -544576.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -544631.437500 Penalty: 4157.615723
	Iteration 92Q: 3 clusters Score -544631.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -544656.375000 Penalty: 4157.615723
	Iteration 93Q: 3 clusters Score -544656.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -544675.000000 Penalty: 4157.615723
	Iteration 94Q: 3 clusters Score -544675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -544687.062500 Penalty: 4157.615723
	Iteration 95Q: 3 clusters Score -544687.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -544697.687500 Penalty: 4157.615723
	Iteration 96Q: 3 clusters Score -544697.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -544706.875000 Penalty: 4157.615723
	Iteration 97Q: 3 clusters Score -544706.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -544719.562500 Penalty: 4157.615723
	Iteration 98Q: 3 clusters Score -544719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -544726.625000 Penalty: 4157.615723
	Iteration 99Q: 3 clusters Score -544726.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -544733.187500 Penalty: 4157.615723
	Iteration 100F: 3 clusters Score -544733.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -544743.812500 Penalty: 4157.615723
	Iteration 101Q: 3 clusters Score -544743.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -544760.625000 Penalty: 4157.615723
	Iteration 102Q: 3 clusters Score -544760.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -544773.750000 Penalty: 4157.615723
	Iteration 103Q: 3 clusters Score -544773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -544783.375000 Penalty: 4157.615723
	Iteration 104Q: 3 clusters Score -544783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -544790.312500 Penalty: 4157.615723
	Iteration 105Q: 3 clusters Score -544790.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -544796.125000 Penalty: 4157.615723
	Iteration 106Q: 3 clusters Score -544796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -544807.625000 Penalty: 4157.615723
	Iteration 107Q: 3 clusters Score -544807.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -544821.437500 Penalty: 4157.615723
	Iteration 108Q: 3 clusters Score -544821.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -544836.250000 Penalty: 4157.615723
	Iteration 109Q: 3 clusters Score -544836.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -544855.250000 Penalty: 4157.615723
	Iteration 110Q: 3 clusters Score -544855.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -544889.375000 Penalty: 4157.615723
	Iteration 111Q: 3 clusters Score -544889.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -544927.812500 Penalty: 4157.615723
	Iteration 112Q: 3 clusters Score -544927.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -544965.312500 Penalty: 4157.615723
	Iteration 113Q: 3 clusters Score -544965.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -545011.437500 Penalty: 4157.615723
	Iteration 114Q: 3 clusters Score -545011.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -545067.000000 Penalty: 4157.615723
	Iteration 115Q: 3 clusters Score -545067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -545112.500000 Penalty: 4157.615723
	Iteration 116Q: 3 clusters Score -545112.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -545152.250000 Penalty: 4157.615723
	Iteration 117Q: 3 clusters Score -545152.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -545191.812500 Penalty: 4157.615723
	Iteration 118Q: 3 clusters Score -545191.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -545238.625000 Penalty: 4157.615723
	Iteration 119Q: 3 clusters Score -545238.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -545281.875000 Penalty: 4157.615723
	Iteration 120F: 3 clusters Score -545281.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -545329.750000 Penalty: 4157.615723
	Iteration 121Q: 3 clusters Score -545329.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -545391.187500 Penalty: 4157.615723
	Iteration 122Q: 3 clusters Score -545391.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -545455.812500 Penalty: 4157.615723
	Iteration 123Q: 3 clusters Score -545455.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -545522.875000 Penalty: 4157.615723
	Iteration 124Q: 3 clusters Score -545522.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -545596.687500 Penalty: 4157.615723
	Iteration 125Q: 3 clusters Score -545596.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -545636.500000 Penalty: 4157.615723
	Iteration 126Q: 3 clusters Score -545636.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -545667.750000 Penalty: 4157.615723
	Iteration 127Q: 3 clusters Score -545667.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -545689.000000 Penalty: 4157.615723
	Iteration 128Q: 3 clusters Score -545689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -545705.062500 Penalty: 4157.615723
	Iteration 129Q: 3 clusters Score -545705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -545715.562500 Penalty: 4157.615723
	Iteration 130Q: 3 clusters Score -545715.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -545726.125000 Penalty: 4157.615723
	Iteration 131Q: 3 clusters Score -545726.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -545733.437500 Penalty: 4157.615723
	Iteration 132Q: 3 clusters Score -545733.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -545743.937500 Penalty: 4157.615723
	Iteration 133Q: 3 clusters Score -545743.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -545747.875000 Penalty: 4157.615723
	Iteration 134Q: 3 clusters Score -545747.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -545754.500000 Penalty: 4157.615723
	Iteration 135Q: 3 clusters Score -545754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -545759.937500 Penalty: 4157.615723
	Iteration 136Q: 3 clusters Score -545759.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -545764.062500 Penalty: 4157.615723
	Iteration 137Q: 3 clusters Score -545764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -545766.437500 Penalty: 4157.615723
	Iteration 138Q: 3 clusters Score -545766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -545768.625000 Penalty: 4157.615723
	Iteration 139Q: 3 clusters Score -545768.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -545770.250000 Penalty: 4157.615723
	Iteration 140F: 3 clusters Score -545770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -545771.250000 Penalty: 4157.615723
	Iteration 141Q: 3 clusters Score -545771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -545773.312500 Penalty: 4157.615723
	Iteration 142Q: 3 clusters Score -545773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -545773.625000 Penalty: 4157.615723
	Iteration 143Q: 3 clusters Score -545773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -545773.875000 Penalty: 4157.615723
	Iteration 144Q: 3 clusters Score -545773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -545775.000000 Penalty: 4157.615723
	Iteration 145Q: 3 clusters Score -545775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -545775.812500 Penalty: 4157.615723
	Iteration 146Q: 3 clusters Score -545775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -545777.125000 Penalty: 4157.615723
	Iteration 147Q: 3 clusters Score -545777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -545779.562500 Penalty: 4157.615723
	Iteration 148Q: 3 clusters Score -545779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -545779.750000 Penalty: 4157.615723
	Iteration 149Q: 3 clusters Score -545779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -545780.750000 Penalty: 4157.615723
	Iteration 150Q: 3 clusters Score -545780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -545780.750000 Penalty: 4157.615723
	Iteration 151Q: 3 clusters Score -545780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -545780.750000 Penalty: 4157.615723
	Iteration 152F: 3 clusters Score -545780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -735168.187500 Penalty: 2157.933838
	Iteration 0F: 2 clusters Score -735168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -729980.250000 Penalty: 4315.867676
	Iteration 0F: 3 clusters Score -729980.2 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -731299.062500 Penalty: 4315.867676
	Iteration 1F: 3 clusters Score -731299.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -731589.812500 Penalty: 4315.867676
	Iteration 2F: 3 clusters Score -731589.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -731893.250000 Penalty: 4315.867676
	Iteration 3F: 3 clusters Score -731893.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -732206.562500 Penalty: 4315.867676
	Iteration 4F: 3 clusters Score -732206.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -732453.125000 Penalty: 4315.867676
	Iteration 5F: 3 clusters Score -732453.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -732644.875000 Penalty: 4315.867676
	Iteration 6Q: 3 clusters Score -732644.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -732811.937500 Penalty: 4315.867676
	Iteration 7Q: 3 clusters Score -732811.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -732942.875000 Penalty: 4315.867676
	Iteration 8Q: 3 clusters Score -732942.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -733068.437500 Penalty: 4315.867676
	Iteration 9Q: 3 clusters Score -733068.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -733189.062500 Penalty: 4315.867676
	Iteration 10Q: 3 clusters Score -733189.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -733276.875000 Penalty: 4315.867676
	Iteration 11Q: 3 clusters Score -733276.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -733340.250000 Penalty: 4315.867676
	Iteration 12Q: 3 clusters Score -733340.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -733396.250000 Penalty: 4315.867676
	Iteration 13Q: 3 clusters Score -733396.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -733448.125000 Penalty: 4315.867676
	Iteration 14Q: 3 clusters Score -733448.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -733494.500000 Penalty: 4315.867676
	Iteration 15Q: 3 clusters Score -733494.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -733525.625000 Penalty: 4315.867676
	Iteration 16Q: 3 clusters Score -733525.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -733550.562500 Penalty: 4315.867676
	Iteration 17Q: 3 clusters Score -733550.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -733568.562500 Penalty: 4315.867676
	Iteration 18Q: 3 clusters Score -733568.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -733584.937500 Penalty: 4315.867676
	Iteration 19Q: 3 clusters Score -733584.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -733604.687500 Penalty: 4315.867676
	Iteration 20F: 3 clusters Score -733604.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -733620.812500 Penalty: 4315.867676
	Iteration 21Q: 3 clusters Score -733620.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -733634.312500 Penalty: 4315.867676
	Iteration 22Q: 3 clusters Score -733634.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -733648.437500 Penalty: 4315.867676
	Iteration 23Q: 3 clusters Score -733648.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -733656.937500 Penalty: 4315.867676
	Iteration 24Q: 3 clusters Score -733656.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -733665.312500 Penalty: 4315.867676
	Iteration 25Q: 3 clusters Score -733665.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -733673.062500 Penalty: 4315.867676
	Iteration 26Q: 3 clusters Score -733673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -733677.812500 Penalty: 4315.867676
	Iteration 27Q: 3 clusters Score -733677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -733684.625000 Penalty: 4315.867676
	Iteration 28Q: 3 clusters Score -733684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -733689.000000 Penalty: 4315.867676
	Iteration 29Q: 3 clusters Score -733689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -733688.375000 Penalty: 4315.867676
	Iteration 30Q: 3 clusters Score -733688.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -733689.125000 Penalty: 4315.867676
	Iteration 31Q: 3 clusters Score -733689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -733691.250000 Penalty: 4315.867676
	Iteration 32Q: 3 clusters Score -733691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -733693.250000 Penalty: 4315.867676
	Iteration 33Q: 3 clusters Score -733693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -733692.750000 Penalty: 4315.867676
	Iteration 34Q: 3 clusters Score -733692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -733695.187500 Penalty: 4315.867676
	Iteration 35Q: 3 clusters Score -733695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -733694.625000 Penalty: 4315.867676
	Iteration 36Q: 3 clusters Score -733694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -733693.937500 Penalty: 4315.867676
	Iteration 37Q: 3 clusters Score -733693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -733695.125000 Penalty: 4315.867676
	Iteration 38Q: 3 clusters Score -733695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -733697.062500 Penalty: 4315.867676
	Iteration 39Q: 3 clusters Score -733697.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -733700.062500 Penalty: 4315.867676
	Iteration 40F: 3 clusters Score -733700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -733703.437500 Penalty: 4315.867676
	Iteration 41Q: 3 clusters Score -733703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -733707.437500 Penalty: 4315.867676
	Iteration 42Q: 3 clusters Score -733707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -733709.312500 Penalty: 4315.867676
	Iteration 43Q: 3 clusters Score -733709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -733709.625000 Penalty: 4315.867676
	Iteration 44Q: 3 clusters Score -733709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -733711.125000 Penalty: 4315.867676
	Iteration 45Q: 3 clusters Score -733711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -733712.500000 Penalty: 4315.867676
	Iteration 46Q: 3 clusters Score -733712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -733713.562500 Penalty: 4315.867676
	Iteration 47Q: 3 clusters Score -733713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -733717.250000 Penalty: 4315.867676
	Iteration 48Q: 3 clusters Score -733717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -733721.062500 Penalty: 4315.867676
	Iteration 49Q: 3 clusters Score -733721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -733720.937500 Penalty: 4315.867676
	Iteration 50Q: 3 clusters Score -733720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -733728.000000 Penalty: 4315.867676
	Iteration 51Q: 3 clusters Score -733728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -733729.687500 Penalty: 4315.867676
	Iteration 52Q: 3 clusters Score -733729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -733729.437500 Penalty: 4315.867676
	Iteration 53Q: 3 clusters Score -733729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -733733.250000 Penalty: 4315.867676
	Iteration 54Q: 3 clusters Score -733733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -733734.687500 Penalty: 4315.867676
	Iteration 55Q: 3 clusters Score -733734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -733738.375000 Penalty: 4315.867676
	Iteration 56Q: 3 clusters Score -733738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -733740.312500 Penalty: 4315.867676
	Iteration 57Q: 3 clusters Score -733740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -733741.375000 Penalty: 4315.867676
	Iteration 58Q: 3 clusters Score -733741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -733744.062500 Penalty: 4315.867676
	Iteration 59Q: 3 clusters Score -733744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -733745.562500 Penalty: 4315.867676
	Iteration 60F: 3 clusters Score -733745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -733748.625000 Penalty: 4315.867676
	Iteration 61Q: 3 clusters Score -733748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -733750.125000 Penalty: 4315.867676
	Iteration 62Q: 3 clusters Score -733750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -733752.875000 Penalty: 4315.867676
	Iteration 63Q: 3 clusters Score -733752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -733756.187500 Penalty: 4315.867676
	Iteration 64Q: 3 clusters Score -733756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -733758.125000 Penalty: 4315.867676
	Iteration 65Q: 3 clusters Score -733758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -733759.250000 Penalty: 4315.867676
	Iteration 66Q: 3 clusters Score -733759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -733760.562500 Penalty: 4315.867676
	Iteration 67Q: 3 clusters Score -733760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -733761.250000 Penalty: 4315.867676
	Iteration 68Q: 3 clusters Score -733761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -733765.000000 Penalty: 4315.867676
	Iteration 69Q: 3 clusters Score -733765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -733765.562500 Penalty: 4315.867676
	Iteration 70Q: 3 clusters Score -733765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -733768.312500 Penalty: 4315.867676
	Iteration 71Q: 3 clusters Score -733768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -733768.875000 Penalty: 4315.867676
	Iteration 72Q: 3 clusters Score -733768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -733770.375000 Penalty: 4315.867676
	Iteration 73Q: 3 clusters Score -733770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -733771.312500 Penalty: 4315.867676
	Iteration 74Q: 3 clusters Score -733771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -733771.875000 Penalty: 4315.867676
	Iteration 75Q: 3 clusters Score -733771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -733772.937500 Penalty: 4315.867676
	Iteration 76Q: 3 clusters Score -733772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -733775.625000 Penalty: 4315.867676
	Iteration 77Q: 3 clusters Score -733775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -733779.812500 Penalty: 4315.867676
	Iteration 78Q: 3 clusters Score -733779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -733782.875000 Penalty: 4315.867676
	Iteration 79Q: 3 clusters Score -733782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -733785.125000 Penalty: 4315.867676
	Iteration 80F: 3 clusters Score -733785.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -733788.625000 Penalty: 4315.867676
	Iteration 81Q: 3 clusters Score -733788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -733791.125000 Penalty: 4315.867676
	Iteration 82Q: 3 clusters Score -733791.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -733796.437500 Penalty: 4315.867676
	Iteration 83Q: 3 clusters Score -733796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -733796.000000 Penalty: 4315.867676
	Iteration 84Q: 3 clusters Score -733796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -733801.250000 Penalty: 4315.867676
	Iteration 85Q: 3 clusters Score -733801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -733802.562500 Penalty: 4315.867676
	Iteration 86Q: 3 clusters Score -733802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -733806.000000 Penalty: 4315.867676
	Iteration 87Q: 3 clusters Score -733806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -733808.687500 Penalty: 4315.867676
	Iteration 88Q: 3 clusters Score -733808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -733813.250000 Penalty: 4315.867676
	Iteration 89Q: 3 clusters Score -733813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -733814.750000 Penalty: 4315.867676
	Iteration 90Q: 3 clusters Score -733814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -733815.062500 Penalty: 4315.867676
	Iteration 91Q: 3 clusters Score -733815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -733818.250000 Penalty: 4315.867676
	Iteration 92Q: 3 clusters Score -733818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -733818.250000 Penalty: 4315.867676
	Iteration 93F: 3 clusters Score -733818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -71287.781250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -71287.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69665.359375 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -69665.36 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69888.390625 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -69888.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69946.398438 Penalty: 3214.862061
	Iteration 2Q: 3 clusters Score -69946.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69969.023438 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -69969.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69985.250000 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -69985.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69998.328125 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -69998.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70024.359375 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -70024.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70089.187500 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -70089.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70119.945312 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -70119.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70144.835938 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -70144.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70177.828125 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -70177.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70247.710938 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -70247.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70344.453125 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -70344.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70434.265625 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -70434.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70478.695312 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -70478.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70539.765625 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -70539.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70591.335938 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -70591.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70679.664062 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -70679.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70832.609375 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -70832.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70873.398438 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -70873.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70985.515625 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -70985.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71241.882812 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -71241.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71297.992188 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -71297.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71373.398438 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -71373.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71483.671875 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -71483.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71528.343750 Penalty: 3214.862061
	Iteration 25Q: 3 clusters Score -71528.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71557.289062 Penalty: 3214.862061
	Iteration 26Q: 3 clusters Score -71557.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71564.554688 Penalty: 3214.862061
	Iteration 27Q: 3 clusters Score -71564.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71566.023438 Penalty: 3214.862061
	Iteration 28Q: 3 clusters Score -71566.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71566.187500 Penalty: 3214.862061
	Iteration 29F: 3 clusters Score -71566.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71568.835938 Penalty: 3214.862061
	Iteration 30Q: 3 clusters Score -71568.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71568.835938 Penalty: 3214.862061
	Iteration 31F: 3 clusters Score -71568.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216358 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 77544 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185776 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89921 members 
Mstep: Class 11 contains 365 members 
Mstep: Class 12 contains 220717 members 
Mstep: Class 14 contains 28219 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158565 members 
Mstep: Class 21 contains 124420 members 
Mstep: Class 22 contains 67142 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697792.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149699328.000000 to -149697792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Entering Unmasked Estep 
Score: -9674763.000000 Penalty: 2792.133057
	Iteration 0F: 2 clusters Score -9674763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -9622807.000000 Penalty: 5584.266113
	Iteration 0F: 3 clusters Score -9622807 nChanged 36483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -9643040.000000 Penalty: 5584.266113
	Iteration 1F: 3 clusters Score -9643040 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -9643529.000000 Penalty: 5584.266113
	Iteration 2Q: 3 clusters Score -9643529 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -9643967.000000 Penalty: 5584.266113
	Iteration 3Q: 3 clusters Score -9643967 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -9644426.000000 Penalty: 5584.266113
	Iteration 4Q: 3 clusters Score -9644426 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -9645019.000000 Penalty: 5584.266113
	Iteration 5Q: 3 clusters Score -9645019 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -9645811.000000 Penalty: 5584.266113
	Iteration 6Q: 3 clusters Score -9645811 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9647075.000000 Penalty: 5584.266113
	Iteration 7Q: 3 clusters Score -9647075 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -9649164.000000 Penalty: 5584.266113
	Iteration 8F: 3 clusters Score -9649164 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -9652713.000000 Penalty: 5584.266113
	Iteration 9F: 3 clusters Score -9652713 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -9658039.000000 Penalty: 5584.266113
	Iteration 10F: 3 clusters Score -9658039 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -9664053.000000 Penalty: 5584.266113
	Iteration 11F: 3 clusters Score -9664053 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -9668844.000000 Penalty: 5584.266113
	Iteration 12F: 3 clusters Score -9668844 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -9671153.000000 Penalty: 5584.266113
	Iteration 13Q: 3 clusters Score -9671153 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9671926.000000 Penalty: 5584.266113
	Iteration 14Q: 3 clusters Score -9671926 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -9672163.000000 Penalty: 5584.266113
	Iteration 15Q: 3 clusters Score -9672163 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -9672285.000000 Penalty: 5584.266113
	Iteration 16Q: 3 clusters Score -9672285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -9672321.000000 Penalty: 5584.266113
	Iteration 17Q: 3 clusters Score -9672321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -9672356.000000 Penalty: 5584.266113
	Iteration 18Q: 3 clusters Score -9672356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -9672363.000000 Penalty: 5584.266113
	Iteration 19Q: 3 clusters Score -9672363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -9672370.000000 Penalty: 5584.266113
	Iteration 20F: 3 clusters Score -9672370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -9672385.000000 Penalty: 5584.266113
	Iteration 21Q: 3 clusters Score -9672385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -9672396.000000 Penalty: 5584.266113
	Iteration 22Q: 3 clusters Score -9672396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -9672393.000000 Penalty: 5584.266113
	Iteration 23Q: 3 clusters Score -9672393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -9672393.000000 Penalty: 5584.266113
	Iteration 24F: 3 clusters Score -9672393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -30702.777344 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -30702.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29406.187500 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -29406.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29498.248047 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -29498.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29543.341797 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -29543.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29552.853516 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -29552.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29556.994141 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -29556.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29563.851562 Penalty: 2800.141602
	Iteration 5Q: 3 clusters Score -29563.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29571.197266 Penalty: 2800.141602
	Iteration 6Q: 3 clusters Score -29571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29571.197266 Penalty: 2800.141602
	Iteration 7F: 3 clusters Score -29571.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185776 members 
Entering Unmasked Estep 
Score: -23812346.000000 Penalty: 3008.809570
	Iteration 0F: 2 clusters Score -2.381235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -23691002.000000 Penalty: 6017.619141
	Iteration 0F: 3 clusters Score -2.3691e+07 nChanged 89080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -23744448.000000 Penalty: 6017.619141
	Iteration 1F: 3 clusters Score -2.374445e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90646 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -23745870.000000 Penalty: 6017.619141
	Iteration 2Q: 3 clusters Score -2.374587e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -23747692.000000 Penalty: 6017.619141
	Iteration 3Q: 3 clusters Score -2.374769e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 97758 members 
Entering Unmasked Estep 
Score: -23750696.000000 Penalty: 6017.619141
	Iteration 4Q: 3 clusters Score -2.37507e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -23755012.000000 Penalty: 6017.619141
	Iteration 5Q: 3 clusters Score -2.375501e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -23761602.000000 Penalty: 6017.619141
	Iteration 6F: 3 clusters Score -2.37616e+07 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -23770742.000000 Penalty: 6017.619141
	Iteration 7F: 3 clusters Score -2.377074e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -23780676.000000 Penalty: 6017.619141
	Iteration 8F: 3 clusters Score -2.378068e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -23787684.000000 Penalty: 6017.619141
	Iteration 9F: 3 clusters Score -2.378768e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -23790980.000000 Penalty: 6017.619141
	Iteration 10Q: 3 clusters Score -2.379098e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 104157 members 
Entering Unmasked Estep 
Score: -23792510.000000 Penalty: 6017.619141
	Iteration 11Q: 3 clusters Score -2.379251e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -23793736.000000 Penalty: 6017.619141
	Iteration 12Q: 3 clusters Score -2.379374e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 102379 members 
Entering Unmasked Estep 
Score: -23795050.000000 Penalty: 6017.619141
	Iteration 13Q: 3 clusters Score -2.379505e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -23796084.000000 Penalty: 6017.619141
	Iteration 14Q: 3 clusters Score -2.379608e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -23797282.000000 Penalty: 6017.619141
	Iteration 15Q: 3 clusters Score -2.379728e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -23798336.000000 Penalty: 6017.619141
	Iteration 16Q: 3 clusters Score -2.379834e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -23799148.000000 Penalty: 6017.619141
	Iteration 17Q: 3 clusters Score -2.379915e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -23799752.000000 Penalty: 6017.619141
	Iteration 18Q: 3 clusters Score -2.379975e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -23800086.000000 Penalty: 6017.619141
	Iteration 19Q: 3 clusters Score -2.380009e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -23800516.000000 Penalty: 6017.619141
	Iteration 20F: 3 clusters Score -2.380052e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -23800838.000000 Penalty: 6017.619141
	Iteration 21Q: 3 clusters Score -2.380084e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 92342 members 
Entering Unmasked Estep 
Score: -23801058.000000 Penalty: 6017.619141
	Iteration 22Q: 3 clusters Score -2.380106e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -23801270.000000 Penalty: 6017.619141
	Iteration 23Q: 3 clusters Score -2.380127e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -23801412.000000 Penalty: 6017.619141
	Iteration 24Q: 3 clusters Score -2.380141e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -23801642.000000 Penalty: 6017.619141
	Iteration 25Q: 3 clusters Score -2.380164e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -23801790.000000 Penalty: 6017.619141
	Iteration 26Q: 3 clusters Score -2.380179e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -23801968.000000 Penalty: 6017.619141
	Iteration 27Q: 3 clusters Score -2.380197e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -23802052.000000 Penalty: 6017.619141
	Iteration 28Q: 3 clusters Score -2.380205e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -23802192.000000 Penalty: 6017.619141
	Iteration 29Q: 3 clusters Score -2.380219e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -23802322.000000 Penalty: 6017.619141
	Iteration 30Q: 3 clusters Score -2.380232e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 83321 members 
Entering Unmasked Estep 
Score: -23802400.000000 Penalty: 6017.619141
	Iteration 31Q: 3 clusters Score -2.38024e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -23802508.000000 Penalty: 6017.619141
	Iteration 32Q: 3 clusters Score -2.380251e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -23802582.000000 Penalty: 6017.619141
	Iteration 33Q: 3 clusters Score -2.380258e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -23802678.000000 Penalty: 6017.619141
	Iteration 34Q: 3 clusters Score -2.380268e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -23802818.000000 Penalty: 6017.619141
	Iteration 35Q: 3 clusters Score -2.380282e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -23802960.000000 Penalty: 6017.619141
	Iteration 36Q: 3 clusters Score -2.380296e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -23803020.000000 Penalty: 6017.619141
	Iteration 37Q: 3 clusters Score -2.380302e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -23803130.000000 Penalty: 6017.619141
	Iteration 38Q: 3 clusters Score -2.380313e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -23803138.000000 Penalty: 6017.619141
	Iteration 39Q: 3 clusters Score -2.380314e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -23803246.000000 Penalty: 6017.619141
	Iteration 40F: 3 clusters Score -2.380325e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112982 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -23803474.000000 Penalty: 6017.619141
	Iteration 41Q: 3 clusters Score -2.380347e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -23803616.000000 Penalty: 6017.619141
	Iteration 42Q: 3 clusters Score -2.380362e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -23803786.000000 Penalty: 6017.619141
	Iteration 43Q: 3 clusters Score -2.380379e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -23803972.000000 Penalty: 6017.619141
	Iteration 44Q: 3 clusters Score -2.380397e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117108 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -23804006.000000 Penalty: 6017.619141
	Iteration 45Q: 3 clusters Score -2.380401e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118107 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -23804130.000000 Penalty: 6017.619141
	Iteration 46Q: 3 clusters Score -2.380413e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119137 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -23804200.000000 Penalty: 6017.619141
	Iteration 47Q: 3 clusters Score -2.38042e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120159 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -23804296.000000 Penalty: 6017.619141
	Iteration 48Q: 3 clusters Score -2.38043e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -23804432.000000 Penalty: 6017.619141
	Iteration 49Q: 3 clusters Score -2.380443e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 63660 members 
Entering Unmasked Estep 
Score: -23804562.000000 Penalty: 6017.619141
	Iteration 50Q: 3 clusters Score -2.380456e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -23804554.000000 Penalty: 6017.619141
	Iteration 51Q: 3 clusters Score -2.380455e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -23804614.000000 Penalty: 6017.619141
	Iteration 52Q: 3 clusters Score -2.380461e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125011 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -23804808.000000 Penalty: 6017.619141
	Iteration 53Q: 3 clusters Score -2.380481e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -23804970.000000 Penalty: 6017.619141
	Iteration 54Q: 3 clusters Score -2.380497e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -23805128.000000 Penalty: 6017.619141
	Iteration 55Q: 3 clusters Score -2.380513e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -23805226.000000 Penalty: 6017.619141
	Iteration 56Q: 3 clusters Score -2.380523e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -23805300.000000 Penalty: 6017.619141
	Iteration 57Q: 3 clusters Score -2.38053e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -23805446.000000 Penalty: 6017.619141
	Iteration 58Q: 3 clusters Score -2.380545e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130952 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -23805606.000000 Penalty: 6017.619141
	Iteration 59Q: 3 clusters Score -2.380561e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131921 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -23805720.000000 Penalty: 6017.619141
	Iteration 60F: 3 clusters Score -2.380572e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -23805820.000000 Penalty: 6017.619141
	Iteration 61Q: 3 clusters Score -2.380582e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133915 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -23805900.000000 Penalty: 6017.619141
	Iteration 62Q: 3 clusters Score -2.38059e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134972 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -23805946.000000 Penalty: 6017.619141
	Iteration 63Q: 3 clusters Score -2.380595e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -23806088.000000 Penalty: 6017.619141
	Iteration 64Q: 3 clusters Score -2.380609e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137065 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -23806296.000000 Penalty: 6017.619141
	Iteration 65Q: 3 clusters Score -2.38063e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138181 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -23806410.000000 Penalty: 6017.619141
	Iteration 66Q: 3 clusters Score -2.380641e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -23806648.000000 Penalty: 6017.619141
	Iteration 67Q: 3 clusters Score -2.380665e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140370 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -23806822.000000 Penalty: 6017.619141
	Iteration 68Q: 3 clusters Score -2.380682e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141504 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -23806894.000000 Penalty: 6017.619141
	Iteration 69Q: 3 clusters Score -2.380689e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142584 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -23807092.000000 Penalty: 6017.619141
	Iteration 70Q: 3 clusters Score -2.380709e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -23807174.000000 Penalty: 6017.619141
	Iteration 71Q: 3 clusters Score -2.380717e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -23807244.000000 Penalty: 6017.619141
	Iteration 72Q: 3 clusters Score -2.380724e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145649 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -23807338.000000 Penalty: 6017.619141
	Iteration 73Q: 3 clusters Score -2.380734e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -23807570.000000 Penalty: 6017.619141
	Iteration 74Q: 3 clusters Score -2.380757e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147668 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -23807616.000000 Penalty: 6017.619141
	Iteration 75Q: 3 clusters Score -2.380762e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148699 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -23807820.000000 Penalty: 6017.619141
	Iteration 76Q: 3 clusters Score -2.380782e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -23808000.000000 Penalty: 6017.619141
	Iteration 77Q: 3 clusters Score -2.3808e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150798 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -23808182.000000 Penalty: 6017.619141
	Iteration 78Q: 3 clusters Score -2.380818e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151877 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -23808404.000000 Penalty: 6017.619141
	Iteration 79Q: 3 clusters Score -2.38084e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -23808556.000000 Penalty: 6017.619141
	Iteration 80F: 3 clusters Score -2.380856e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153759 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -23808652.000000 Penalty: 6017.619141
	Iteration 81Q: 3 clusters Score -2.380865e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154648 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -23808730.000000 Penalty: 6017.619141
	Iteration 82Q: 3 clusters Score -2.380873e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -23808830.000000 Penalty: 6017.619141
	Iteration 83Q: 3 clusters Score -2.380883e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -23808994.000000 Penalty: 6017.619141
	Iteration 84Q: 3 clusters Score -2.380899e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -23809152.000000 Penalty: 6017.619141
	Iteration 85Q: 3 clusters Score -2.380915e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -23809234.000000 Penalty: 6017.619141
	Iteration 86Q: 3 clusters Score -2.380923e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -23809288.000000 Penalty: 6017.619141
	Iteration 87Q: 3 clusters Score -2.380929e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -23809378.000000 Penalty: 6017.619141
	Iteration 88Q: 3 clusters Score -2.380938e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -23809420.000000 Penalty: 6017.619141
	Iteration 89Q: 3 clusters Score -2.380942e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160841 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -23809580.000000 Penalty: 6017.619141
	Iteration 90Q: 3 clusters Score -2.380958e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161481 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -23809564.000000 Penalty: 6017.619141
	Iteration 91Q: 3 clusters Score -2.380956e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -23809610.000000 Penalty: 6017.619141
	Iteration 92Q: 3 clusters Score -2.380961e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -23809662.000000 Penalty: 6017.619141
	Iteration 93Q: 3 clusters Score -2.380966e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -23809696.000000 Penalty: 6017.619141
	Iteration 94Q: 3 clusters Score -2.38097e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -23809768.000000 Penalty: 6017.619141
	Iteration 95Q: 3 clusters Score -2.380977e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -23809916.000000 Penalty: 6017.619141
	Iteration 96Q: 3 clusters Score -2.380992e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164873 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -23809934.000000 Penalty: 6017.619141
	Iteration 97Q: 3 clusters Score -2.380993e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -23809956.000000 Penalty: 6017.619141
	Iteration 98Q: 3 clusters Score -2.380996e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -23810058.000000 Penalty: 6017.619141
	Iteration 99Q: 3 clusters Score -2.381006e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -23810112.000000 Penalty: 6017.619141
	Iteration 100F: 3 clusters Score -2.381011e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166960 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -23810158.000000 Penalty: 6017.619141
	Iteration 101Q: 3 clusters Score -2.381016e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -23810178.000000 Penalty: 6017.619141
	Iteration 102Q: 3 clusters Score -2.381018e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -23810184.000000 Penalty: 6017.619141
	Iteration 103Q: 3 clusters Score -2.381018e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -23810286.000000 Penalty: 6017.619141
	Iteration 104Q: 3 clusters Score -2.381029e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -23810354.000000 Penalty: 6017.619141
	Iteration 105Q: 3 clusters Score -2.381035e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169140 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -23810440.000000 Penalty: 6017.619141
	Iteration 106Q: 3 clusters Score -2.381044e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -23810456.000000 Penalty: 6017.619141
	Iteration 107Q: 3 clusters Score -2.381046e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -23810484.000000 Penalty: 6017.619141
	Iteration 108Q: 3 clusters Score -2.381048e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -23810502.000000 Penalty: 6017.619141
	Iteration 109Q: 3 clusters Score -2.38105e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -23810550.000000 Penalty: 6017.619141
	Iteration 110Q: 3 clusters Score -2.381055e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170934 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -23810572.000000 Penalty: 6017.619141
	Iteration 111Q: 3 clusters Score -2.381057e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -23810570.000000 Penalty: 6017.619141
	Iteration 112Q: 3 clusters Score -2.381057e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171560 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -23810592.000000 Penalty: 6017.619141
	Iteration 113Q: 3 clusters Score -2.381059e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171901 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -23810588.000000 Penalty: 6017.619141
	Iteration 114Q: 3 clusters Score -2.381059e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172209 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -23810592.000000 Penalty: 6017.619141
	Iteration 115Q: 3 clusters Score -2.381059e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -23810576.000000 Penalty: 6017.619141
	Iteration 116Q: 3 clusters Score -2.381058e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -23810642.000000 Penalty: 6017.619141
	Iteration 117Q: 3 clusters Score -2.381064e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173073 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -23810644.000000 Penalty: 6017.619141
	Iteration 118Q: 3 clusters Score -2.381064e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -23810600.000000 Penalty: 6017.619141
	Iteration 119Q: 3 clusters Score -2.38106e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -23810598.000000 Penalty: 6017.619141
	Iteration 120F: 3 clusters Score -2.38106e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173803 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -23810582.000000 Penalty: 6017.619141
	Iteration 121Q: 3 clusters Score -2.381058e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -23810572.000000 Penalty: 6017.619141
	Iteration 122Q: 3 clusters Score -2.381057e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -23810564.000000 Penalty: 6017.619141
	Iteration 123Q: 3 clusters Score -2.381056e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174445 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -23810626.000000 Penalty: 6017.619141
	Iteration 124Q: 3 clusters Score -2.381063e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174631 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -23810618.000000 Penalty: 6017.619141
	Iteration 125Q: 3 clusters Score -2.381062e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174799 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -23810626.000000 Penalty: 6017.619141
	Iteration 126Q: 3 clusters Score -2.381063e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174957 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -23810632.000000 Penalty: 6017.619141
	Iteration 127Q: 3 clusters Score -2.381063e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175121 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -23810610.000000 Penalty: 6017.619141
	Iteration 128Q: 3 clusters Score -2.381061e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -23810572.000000 Penalty: 6017.619141
	Iteration 129Q: 3 clusters Score -2.381057e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175415 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -23810552.000000 Penalty: 6017.619141
	Iteration 130Q: 3 clusters Score -2.381055e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175553 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -23810590.000000 Penalty: 6017.619141
	Iteration 131Q: 3 clusters Score -2.381059e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175694 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -23810538.000000 Penalty: 6017.619141
	Iteration 132Q: 3 clusters Score -2.381054e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175811 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -23810564.000000 Penalty: 6017.619141
	Iteration 133Q: 3 clusters Score -2.381056e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -23810558.000000 Penalty: 6017.619141
	Iteration 134Q: 3 clusters Score -2.381056e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -23810590.000000 Penalty: 6017.619141
	Iteration 135Q: 3 clusters Score -2.381059e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176108 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -23810578.000000 Penalty: 6017.619141
	Iteration 136Q: 3 clusters Score -2.381058e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -23810534.000000 Penalty: 6017.619141
	Iteration 137Q: 3 clusters Score -2.381053e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176305 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -23810532.000000 Penalty: 6017.619141
	Iteration 138Q: 3 clusters Score -2.381053e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176391 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -23810554.000000 Penalty: 6017.619141
	Iteration 139Q: 3 clusters Score -2.381055e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176477 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -23810508.000000 Penalty: 6017.619141
	Iteration 140F: 3 clusters Score -2.381051e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176551 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -23810522.000000 Penalty: 6017.619141
	Iteration 141Q: 3 clusters Score -2.381052e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176628 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6017.619141
	Iteration 142Q: 3 clusters Score -2.381047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -23810498.000000 Penalty: 6017.619141
	Iteration 143Q: 3 clusters Score -2.38105e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176746 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -23810548.000000 Penalty: 6017.619141
	Iteration 144Q: 3 clusters Score -2.381055e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176809 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -23810530.000000 Penalty: 6017.619141
	Iteration 145Q: 3 clusters Score -2.381053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176877 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -23810496.000000 Penalty: 6017.619141
	Iteration 146Q: 3 clusters Score -2.38105e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -23810474.000000 Penalty: 6017.619141
	Iteration 147Q: 3 clusters Score -2.381047e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -23810456.000000 Penalty: 6017.619141
	Iteration 148Q: 3 clusters Score -2.381046e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177122 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -23810450.000000 Penalty: 6017.619141
	Iteration 149Q: 3 clusters Score -2.381045e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -23810456.000000 Penalty: 6017.619141
	Iteration 150Q: 3 clusters Score -2.381046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177280 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -23810480.000000 Penalty: 6017.619141
	Iteration 151Q: 3 clusters Score -2.381048e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177353 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -23810494.000000 Penalty: 6017.619141
	Iteration 152Q: 3 clusters Score -2.381049e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -23810520.000000 Penalty: 6017.619141
	Iteration 153Q: 3 clusters Score -2.381052e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -23810508.000000 Penalty: 6017.619141
	Iteration 154Q: 3 clusters Score -2.381051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -23810548.000000 Penalty: 6017.619141
	Iteration 155Q: 3 clusters Score -2.381055e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177706 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -23810578.000000 Penalty: 6017.619141
	Iteration 156Q: 3 clusters Score -2.381058e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177786 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -23810582.000000 Penalty: 6017.619141
	Iteration 157Q: 3 clusters Score -2.381058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177861 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -23810564.000000 Penalty: 6017.619141
	Iteration 158Q: 3 clusters Score -2.381056e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -23810552.000000 Penalty: 6017.619141
	Iteration 159Q: 3 clusters Score -2.381055e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178016 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -23810554.000000 Penalty: 6017.619141
	Iteration 160F: 3 clusters Score -2.381055e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178091 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -23810576.000000 Penalty: 6017.619141
	Iteration 161Q: 3 clusters Score -2.381058e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178156 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -23810558.000000 Penalty: 6017.619141
	Iteration 162Q: 3 clusters Score -2.381056e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178203 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -23810562.000000 Penalty: 6017.619141
	Iteration 163Q: 3 clusters Score -2.381056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -23810544.000000 Penalty: 6017.619141
	Iteration 164Q: 3 clusters Score -2.381054e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -23810552.000000 Penalty: 6017.619141
	Iteration 165Q: 3 clusters Score -2.381055e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178318 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -23810514.000000 Penalty: 6017.619141
	Iteration 166Q: 3 clusters Score -2.381051e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -23810536.000000 Penalty: 6017.619141
	Iteration 167Q: 3 clusters Score -2.381054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -23810566.000000 Penalty: 6017.619141
	Iteration 168Q: 3 clusters Score -2.381057e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178460 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -23810596.000000 Penalty: 6017.619141
	Iteration 169Q: 3 clusters Score -2.38106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -23810562.000000 Penalty: 6017.619141
	Iteration 170Q: 3 clusters Score -2.381056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -23810530.000000 Penalty: 6017.619141
	Iteration 171Q: 3 clusters Score -2.381053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178611 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -23810524.000000 Penalty: 6017.619141
	Iteration 172Q: 3 clusters Score -2.381052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178668 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -23810564.000000 Penalty: 6017.619141
	Iteration 173Q: 3 clusters Score -2.381056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178733 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -23810522.000000 Penalty: 6017.619141
	Iteration 174Q: 3 clusters Score -2.381052e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -23810480.000000 Penalty: 6017.619141
	Iteration 175Q: 3 clusters Score -2.381048e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -23810494.000000 Penalty: 6017.619141
	Iteration 176Q: 3 clusters Score -2.381049e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178949 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -23810492.000000 Penalty: 6017.619141
	Iteration 177Q: 3 clusters Score -2.381049e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -23810522.000000 Penalty: 6017.619141
	Iteration 178Q: 3 clusters Score -2.381052e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179079 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -23810512.000000 Penalty: 6017.619141
	Iteration 179Q: 3 clusters Score -2.381051e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179149 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -23810522.000000 Penalty: 6017.619141
	Iteration 180F: 3 clusters Score -2.381052e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179210 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -23810554.000000 Penalty: 6017.619141
	Iteration 181Q: 3 clusters Score -2.381055e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -23810582.000000 Penalty: 6017.619141
	Iteration 182Q: 3 clusters Score -2.381058e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -23810588.000000 Penalty: 6017.619141
	Iteration 183Q: 3 clusters Score -2.381059e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179413 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -23810572.000000 Penalty: 6017.619141
	Iteration 184Q: 3 clusters Score -2.381057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179472 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -23810560.000000 Penalty: 6017.619141
	Iteration 185Q: 3 clusters Score -2.381056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179520 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -23810552.000000 Penalty: 6017.619141
	Iteration 186Q: 3 clusters Score -2.381055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179562 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -23810554.000000 Penalty: 6017.619141
	Iteration 187Q: 3 clusters Score -2.381055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179597 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -23810558.000000 Penalty: 6017.619141
	Iteration 188Q: 3 clusters Score -2.381056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179626 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -23810558.000000 Penalty: 6017.619141
	Iteration 189Q: 3 clusters Score -2.381056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -23810582.000000 Penalty: 6017.619141
	Iteration 190Q: 3 clusters Score -2.381058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179716 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -23810566.000000 Penalty: 6017.619141
	Iteration 191Q: 3 clusters Score -2.381057e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179765 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -23810558.000000 Penalty: 6017.619141
	Iteration 192Q: 3 clusters Score -2.381056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179813 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -23810568.000000 Penalty: 6017.619141
	Iteration 193Q: 3 clusters Score -2.381057e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179870 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -23810542.000000 Penalty: 6017.619141
	Iteration 194Q: 3 clusters Score -2.381054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179925 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -23810526.000000 Penalty: 6017.619141
	Iteration 195Q: 3 clusters Score -2.381053e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -23810524.000000 Penalty: 6017.619141
	Iteration 196Q: 3 clusters Score -2.381052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180037 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -23810534.000000 Penalty: 6017.619141
	Iteration 197Q: 3 clusters Score -2.381053e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180100 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -23810548.000000 Penalty: 6017.619141
	Iteration 198Q: 3 clusters Score -2.381055e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -23810514.000000 Penalty: 6017.619141
	Iteration 199Q: 3 clusters Score -2.381051e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180260 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -23810464.000000 Penalty: 6017.619141
	Iteration 200F: 3 clusters Score -2.381046e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180345 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -23810444.000000 Penalty: 6017.619141
	Iteration 201Q: 3 clusters Score -2.381044e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180421 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -23810406.000000 Penalty: 6017.619141
	Iteration 202Q: 3 clusters Score -2.381041e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180486 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -23810414.000000 Penalty: 6017.619141
	Iteration 203Q: 3 clusters Score -2.381041e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180552 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -23810392.000000 Penalty: 6017.619141
	Iteration 204Q: 3 clusters Score -2.381039e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180609 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -23810384.000000 Penalty: 6017.619141
	Iteration 205Q: 3 clusters Score -2.381038e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -23810408.000000 Penalty: 6017.619141
	Iteration 206Q: 3 clusters Score -2.381041e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -23810416.000000 Penalty: 6017.619141
	Iteration 207Q: 3 clusters Score -2.381042e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -23810434.000000 Penalty: 6017.619141
	Iteration 208Q: 3 clusters Score -2.381043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -23810442.000000 Penalty: 6017.619141
	Iteration 209Q: 3 clusters Score -2.381044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180883 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -23810456.000000 Penalty: 6017.619141
	Iteration 210Q: 3 clusters Score -2.381046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180926 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -23810452.000000 Penalty: 6017.619141
	Iteration 211Q: 3 clusters Score -2.381045e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180974 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6017.619141
	Iteration 212Q: 3 clusters Score -2.381047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -23810460.000000 Penalty: 6017.619141
	Iteration 213Q: 3 clusters Score -2.381046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181057 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -23810452.000000 Penalty: 6017.619141
	Iteration 214Q: 3 clusters Score -2.381045e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181092 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -23810436.000000 Penalty: 6017.619141
	Iteration 215Q: 3 clusters Score -2.381044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181125 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -23810428.000000 Penalty: 6017.619141
	Iteration 216Q: 3 clusters Score -2.381043e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181166 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -23810380.000000 Penalty: 6017.619141
	Iteration 217Q: 3 clusters Score -2.381038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -23810392.000000 Penalty: 6017.619141
	Iteration 218Q: 3 clusters Score -2.381039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181266 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -23810404.000000 Penalty: 6017.619141
	Iteration 219Q: 3 clusters Score -2.38104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181316 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -23810410.000000 Penalty: 6017.619141
	Iteration 220F: 3 clusters Score -2.381041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -23810402.000000 Penalty: 6017.619141
	Iteration 221Q: 3 clusters Score -2.38104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181417 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -23810390.000000 Penalty: 6017.619141
	Iteration 222Q: 3 clusters Score -2.381039e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181465 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -23810370.000000 Penalty: 6017.619141
	Iteration 223Q: 3 clusters Score -2.381037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181514 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -23810378.000000 Penalty: 6017.619141
	Iteration 224Q: 3 clusters Score -2.381038e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181572 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -23810380.000000 Penalty: 6017.619141
	Iteration 225Q: 3 clusters Score -2.381038e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181620 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -23810390.000000 Penalty: 6017.619141
	Iteration 226Q: 3 clusters Score -2.381039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -23810416.000000 Penalty: 6017.619141
	Iteration 227Q: 3 clusters Score -2.381042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -23810388.000000 Penalty: 6017.619141
	Iteration 228Q: 3 clusters Score -2.381039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181736 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -23810394.000000 Penalty: 6017.619141
	Iteration 229Q: 3 clusters Score -2.381039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181777 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -23810410.000000 Penalty: 6017.619141
	Iteration 230Q: 3 clusters Score -2.381041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -23810408.000000 Penalty: 6017.619141
	Iteration 231Q: 3 clusters Score -2.381041e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -23810418.000000 Penalty: 6017.619141
	Iteration 232Q: 3 clusters Score -2.381042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -23810442.000000 Penalty: 6017.619141
	Iteration 233Q: 3 clusters Score -2.381044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -23810420.000000 Penalty: 6017.619141
	Iteration 234Q: 3 clusters Score -2.381042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181926 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -23810406.000000 Penalty: 6017.619141
	Iteration 235Q: 3 clusters Score -2.381041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -23810384.000000 Penalty: 6017.619141
	Iteration 236Q: 3 clusters Score -2.381038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181944 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -23810376.000000 Penalty: 6017.619141
	Iteration 237Q: 3 clusters Score -2.381038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181956 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -23810378.000000 Penalty: 6017.619141
	Iteration 238Q: 3 clusters Score -2.381038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181969 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -23810394.000000 Penalty: 6017.619141
	Iteration 239Q: 3 clusters Score -2.381039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181987 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -23810414.000000 Penalty: 6017.619141
	Iteration 240F: 3 clusters Score -2.381041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182004 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -23810408.000000 Penalty: 6017.619141
	Iteration 241Q: 3 clusters Score -2.381041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182023 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -23810382.000000 Penalty: 6017.619141
	Iteration 242Q: 3 clusters Score -2.381038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -23810402.000000 Penalty: 6017.619141
	Iteration 243Q: 3 clusters Score -2.38104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -23810400.000000 Penalty: 6017.619141
	Iteration 244Q: 3 clusters Score -2.38104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -23810386.000000 Penalty: 6017.619141
	Iteration 245Q: 3 clusters Score -2.381039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182173 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -23810382.000000 Penalty: 6017.619141
	Iteration 246Q: 3 clusters Score -2.381038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182215 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -23810404.000000 Penalty: 6017.619141
	Iteration 247Q: 3 clusters Score -2.38104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182256 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -23810396.000000 Penalty: 6017.619141
	Iteration 248Q: 3 clusters Score -2.38104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23810400.000000 Penalty: 6017.619141
	Iteration 249Q: 3 clusters Score -2.38104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182329 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -23810384.000000 Penalty: 6017.619141
	Iteration 250Q: 3 clusters Score -2.381038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182367 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -23810340.000000 Penalty: 6017.619141
	Iteration 251Q: 3 clusters Score -2.381034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182404 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -23810334.000000 Penalty: 6017.619141
	Iteration 252Q: 3 clusters Score -2.381033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182447 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -23810326.000000 Penalty: 6017.619141
	Iteration 253Q: 3 clusters Score -2.381033e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -23810336.000000 Penalty: 6017.619141
	Iteration 254Q: 3 clusters Score -2.381034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182541 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -23810318.000000 Penalty: 6017.619141
	Iteration 255Q: 3 clusters Score -2.381032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182596 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23810274.000000 Penalty: 6017.619141
	Iteration 256Q: 3 clusters Score -2.381027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182648 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -23810260.000000 Penalty: 6017.619141
	Iteration 257Q: 3 clusters Score -2.381026e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182696 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23810284.000000 Penalty: 6017.619141
	Iteration 258Q: 3 clusters Score -2.381028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182743 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -23810320.000000 Penalty: 6017.619141
	Iteration 259Q: 3 clusters Score -2.381032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182783 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -23810330.000000 Penalty: 6017.619141
	Iteration 260F: 3 clusters Score -2.381033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -23810336.000000 Penalty: 6017.619141
	Iteration 261Q: 3 clusters Score -2.381034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182878 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -23810304.000000 Penalty: 6017.619141
	Iteration 262Q: 3 clusters Score -2.38103e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182920 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -23810316.000000 Penalty: 6017.619141
	Iteration 263Q: 3 clusters Score -2.381032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182969 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -23810336.000000 Penalty: 6017.619141
	Iteration 264Q: 3 clusters Score -2.381034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23810334.000000 Penalty: 6017.619141
	Iteration 265Q: 3 clusters Score -2.381033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183054 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -23810366.000000 Penalty: 6017.619141
	Iteration 266Q: 3 clusters Score -2.381037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23810360.000000 Penalty: 6017.619141
	Iteration 267Q: 3 clusters Score -2.381036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183121 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -23810368.000000 Penalty: 6017.619141
	Iteration 268Q: 3 clusters Score -2.381037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183158 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23810362.000000 Penalty: 6017.619141
	Iteration 269Q: 3 clusters Score -2.381036e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183198 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -23810358.000000 Penalty: 6017.619141
	Iteration 270Q: 3 clusters Score -2.381036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183220 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23810340.000000 Penalty: 6017.619141
	Iteration 271Q: 3 clusters Score -2.381034e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183250 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23810354.000000 Penalty: 6017.619141
	Iteration 272Q: 3 clusters Score -2.381035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183271 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -23810356.000000 Penalty: 6017.619141
	Iteration 273Q: 3 clusters Score -2.381036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -23810354.000000 Penalty: 6017.619141
	Iteration 274Q: 3 clusters Score -2.381035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183311 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23810348.000000 Penalty: 6017.619141
	Iteration 275Q: 3 clusters Score -2.381035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -23810350.000000 Penalty: 6017.619141
	Iteration 276Q: 3 clusters Score -2.381035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183339 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -23810338.000000 Penalty: 6017.619141
	Iteration 277Q: 3 clusters Score -2.381034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183354 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -23810358.000000 Penalty: 6017.619141
	Iteration 278Q: 3 clusters Score -2.381036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -23810350.000000 Penalty: 6017.619141
	Iteration 279Q: 3 clusters Score -2.381035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23810348.000000 Penalty: 6017.619141
	Iteration 280F: 3 clusters Score -2.381035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -23810340.000000 Penalty: 6017.619141
	Iteration 281Q: 3 clusters Score -2.381034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183406 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23810336.000000 Penalty: 6017.619141
	Iteration 282Q: 3 clusters Score -2.381034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23810330.000000 Penalty: 6017.619141
	Iteration 283Q: 3 clusters Score -2.381033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -23810318.000000 Penalty: 6017.619141
	Iteration 284Q: 3 clusters Score -2.381032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183445 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23810332.000000 Penalty: 6017.619141
	Iteration 285Q: 3 clusters Score -2.381033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -23810326.000000 Penalty: 6017.619141
	Iteration 286Q: 3 clusters Score -2.381033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183464 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23810328.000000 Penalty: 6017.619141
	Iteration 287Q: 3 clusters Score -2.381033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183471 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -23810318.000000 Penalty: 6017.619141
	Iteration 288Q: 3 clusters Score -2.381032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -23810336.000000 Penalty: 6017.619141
	Iteration 289Q: 3 clusters Score -2.381034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183488 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23810316.000000 Penalty: 6017.619141
	Iteration 290Q: 3 clusters Score -2.381032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183493 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -23810324.000000 Penalty: 6017.619141
	Iteration 291Q: 3 clusters Score -2.381032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183498 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -23810332.000000 Penalty: 6017.619141
	Iteration 292Q: 3 clusters Score -2.381033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183500 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23810328.000000 Penalty: 6017.619141
	Iteration 293Q: 3 clusters Score -2.381033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183503 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23810338.000000 Penalty: 6017.619141
	Iteration 294Q: 3 clusters Score -2.381034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183506 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -23810332.000000 Penalty: 6017.619141
	Iteration 295Q: 3 clusters Score -2.381033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183510 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23810336.000000 Penalty: 6017.619141
	Iteration 296Q: 3 clusters Score -2.381034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183514 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -23810342.000000 Penalty: 6017.619141
	Iteration 297Q: 3 clusters Score -2.381034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183516 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -23810346.000000 Penalty: 6017.619141
	Iteration 298Q: 3 clusters Score -2.381035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183516 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -23810346.000000 Penalty: 6017.619141
	Iteration 299F: 3 clusters Score -2.381035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -64111.058594 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -64111.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62591.613281 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -62591.61 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62993.750000 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -62993.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63264.964844 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -63264.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63613.906250 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -63613.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63917.351562 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -63917.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64095.328125 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -64095.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64204.398438 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -64204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64322.097656 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64402.128906 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64402.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64432.144531 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64432.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64515.699219 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -64515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64773.527344 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -64773.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64829.113281 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -64829.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64846.718750 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -64846.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64852.824219 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -64852.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64856.343750 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -64856.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64857.363281 Penalty: 3204.888184
	Iteration 16Q: 3 clusters Score -64857.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64861.410156 Penalty: 3204.888184
	Iteration 17F: 3 clusters Score -64861.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64880.812500 Penalty: 3204.888184
	Iteration 18Q: 3 clusters Score -64880.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64895.140625 Penalty: 3204.888184
	Iteration 19Q: 3 clusters Score -64895.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64928.054688 Penalty: 3204.888184
	Iteration 20F: 3 clusters Score -64928.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -64931.113281 Penalty: 3204.888184
	Iteration 21Q: 3 clusters Score -64931.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64941.964844 Penalty: 3204.888184
	Iteration 22Q: 3 clusters Score -64941.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64941.964844 Penalty: 3204.888184
	Iteration 23F: 3 clusters Score -64941.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216358 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77544 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185776 members 
Mstep: Class 9 contains 396 members 
Mstep: Class 10 contains 89921 members 
Mstep: Class 11 contains 244 members 
Mstep: Class 12 contains 220717 members 
Mstep: Class 14 contains 28219 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158565 members 
Mstep: Class 21 contains 124420 members 
Mstep: Class 22 contains 67142 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149698352.000000 Penalty: 69388.398438
Splitting cluster 9 changes total score from -149699328.000000 to -149698352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (89921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Entering Unmasked Estep 
Score: -11632741.000000 Penalty: 2828.858398
	Iteration 0F: 2 clusters Score -1.163274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -11572613.000000 Penalty: 5657.716797
	Iteration 0F: 3 clusters Score -1.157261e+07 nChanged 42208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -11596241.000000 Penalty: 5657.716797
	Iteration 1F: 3 clusters Score -1.159624e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -11596908.000000 Penalty: 5657.716797
	Iteration 2Q: 3 clusters Score -1.159691e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -11597768.000000 Penalty: 5657.716797
	Iteration 3Q: 3 clusters Score -1.159777e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -11599017.000000 Penalty: 5657.716797
	Iteration 4Q: 3 clusters Score -1.159902e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -11600689.000000 Penalty: 5657.716797
	Iteration 5Q: 3 clusters Score -1.160069e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -11603115.000000 Penalty: 5657.716797
	Iteration 6F: 3 clusters Score -1.160312e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -11606497.000000 Penalty: 5657.716797
	Iteration 7F: 3 clusters Score -1.16065e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -11611444.000000 Penalty: 5657.716797
	Iteration 8F: 3 clusters Score -1.161144e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -11616864.000000 Penalty: 5657.716797
	Iteration 9F: 3 clusters Score -1.161686e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -11620789.000000 Penalty: 5657.716797
	Iteration 10F: 3 clusters Score -1.162079e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -11622410.000000 Penalty: 5657.716797
	Iteration 11Q: 3 clusters Score -1.162241e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -11623217.000000 Penalty: 5657.716797
	Iteration 12Q: 3 clusters Score -1.162322e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -11623757.000000 Penalty: 5657.716797
	Iteration 13Q: 3 clusters Score -1.162376e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -11624239.000000 Penalty: 5657.716797
	Iteration 14Q: 3 clusters Score -1.162424e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -11624650.000000 Penalty: 5657.716797
	Iteration 15Q: 3 clusters Score -1.162465e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -11625024.000000 Penalty: 5657.716797
	Iteration 16Q: 3 clusters Score -1.162502e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -11625410.000000 Penalty: 5657.716797
	Iteration 17Q: 3 clusters Score -1.162541e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -11625774.000000 Penalty: 5657.716797
	Iteration 18Q: 3 clusters Score -1.162577e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -11626072.000000 Penalty: 5657.716797
	Iteration 19Q: 3 clusters Score -1.162607e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -11626489.000000 Penalty: 5657.716797
	Iteration 20F: 3 clusters Score -1.162649e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -11626920.000000 Penalty: 5657.716797
	Iteration 21Q: 3 clusters Score -1.162692e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -11627192.000000 Penalty: 5657.716797
	Iteration 22Q: 3 clusters Score -1.162719e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -11627482.000000 Penalty: 5657.716797
	Iteration 23Q: 3 clusters Score -1.162748e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -11627777.000000 Penalty: 5657.716797
	Iteration 24Q: 3 clusters Score -1.162778e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -11628005.000000 Penalty: 5657.716797
	Iteration 25Q: 3 clusters Score -1.1628e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -11628264.000000 Penalty: 5657.716797
	Iteration 26Q: 3 clusters Score -1.162826e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -11628474.000000 Penalty: 5657.716797
	Iteration 27Q: 3 clusters Score -1.162847e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -11628692.000000 Penalty: 5657.716797
	Iteration 28Q: 3 clusters Score -1.162869e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -11628887.000000 Penalty: 5657.716797
	Iteration 29Q: 3 clusters Score -1.162889e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -11629026.000000 Penalty: 5657.716797
	Iteration 30Q: 3 clusters Score -1.162903e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -11629197.000000 Penalty: 5657.716797
	Iteration 31Q: 3 clusters Score -1.16292e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -11629349.000000 Penalty: 5657.716797
	Iteration 32Q: 3 clusters Score -1.162935e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -11629473.000000 Penalty: 5657.716797
	Iteration 33Q: 3 clusters Score -1.162947e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -11629529.000000 Penalty: 5657.716797
	Iteration 34Q: 3 clusters Score -1.162953e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -11629601.000000 Penalty: 5657.716797
	Iteration 35Q: 3 clusters Score -1.16296e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -11629715.000000 Penalty: 5657.716797
	Iteration 36Q: 3 clusters Score -1.162972e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -11629777.000000 Penalty: 5657.716797
	Iteration 37Q: 3 clusters Score -1.162978e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11629868.000000 Penalty: 5657.716797
	Iteration 38Q: 3 clusters Score -1.162987e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -11629898.000000 Penalty: 5657.716797
	Iteration 39Q: 3 clusters Score -1.16299e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -11629987.000000 Penalty: 5657.716797
	Iteration 40F: 3 clusters Score -1.162999e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -11630024.000000 Penalty: 5657.716797
	Iteration 41Q: 3 clusters Score -1.163002e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -11630093.000000 Penalty: 5657.716797
	Iteration 42Q: 3 clusters Score -1.163009e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -11630127.000000 Penalty: 5657.716797
	Iteration 43Q: 3 clusters Score -1.163013e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11630165.000000 Penalty: 5657.716797
	Iteration 44Q: 3 clusters Score -1.163016e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -11630206.000000 Penalty: 5657.716797
	Iteration 45Q: 3 clusters Score -1.163021e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -11630229.000000 Penalty: 5657.716797
	Iteration 46Q: 3 clusters Score -1.163023e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -11630253.000000 Penalty: 5657.716797
	Iteration 47Q: 3 clusters Score -1.163025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -11630279.000000 Penalty: 5657.716797
	Iteration 48Q: 3 clusters Score -1.163028e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11630274.000000 Penalty: 5657.716797
	Iteration 49Q: 3 clusters Score -1.163027e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -11630292.000000 Penalty: 5657.716797
	Iteration 50Q: 3 clusters Score -1.163029e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -11630283.000000 Penalty: 5657.716797
	Iteration 51Q: 3 clusters Score -1.163028e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11630298.000000 Penalty: 5657.716797
	Iteration 52Q: 3 clusters Score -1.16303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -11630322.000000 Penalty: 5657.716797
	Iteration 53Q: 3 clusters Score -1.163032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11630344.000000 Penalty: 5657.716797
	Iteration 54Q: 3 clusters Score -1.163034e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87754 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11630342.000000 Penalty: 5657.716797
	Iteration 55Q: 3 clusters Score -1.163034e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11630346.000000 Penalty: 5657.716797
	Iteration 56Q: 3 clusters Score -1.163035e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87861 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11630375.000000 Penalty: 5657.716797
	Iteration 57Q: 3 clusters Score -1.163038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11630384.000000 Penalty: 5657.716797
	Iteration 58Q: 3 clusters Score -1.163038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11630352.000000 Penalty: 5657.716797
	Iteration 59Q: 3 clusters Score -1.163035e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11630376.000000 Penalty: 5657.716797
	Iteration 60F: 3 clusters Score -1.163038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11630407.000000 Penalty: 5657.716797
	Iteration 61Q: 3 clusters Score -1.163041e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11630412.000000 Penalty: 5657.716797
	Iteration 62Q: 3 clusters Score -1.163041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11630432.000000 Penalty: 5657.716797
	Iteration 63Q: 3 clusters Score -1.163043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11630440.000000 Penalty: 5657.716797
	Iteration 64Q: 3 clusters Score -1.163044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11630448.000000 Penalty: 5657.716797
	Iteration 65Q: 3 clusters Score -1.163045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11630441.000000 Penalty: 5657.716797
	Iteration 66Q: 3 clusters Score -1.163044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11630461.000000 Penalty: 5657.716797
	Iteration 67Q: 3 clusters Score -1.163046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11630476.000000 Penalty: 5657.716797
	Iteration 68Q: 3 clusters Score -1.163048e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11630494.000000 Penalty: 5657.716797
	Iteration 69Q: 3 clusters Score -1.163049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11630493.000000 Penalty: 5657.716797
	Iteration 70Q: 3 clusters Score -1.163049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11630487.000000 Penalty: 5657.716797
	Iteration 71Q: 3 clusters Score -1.163049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -11630499.000000 Penalty: 5657.716797
	Iteration 72Q: 3 clusters Score -1.16305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11630509.000000 Penalty: 5657.716797
	Iteration 73Q: 3 clusters Score -1.163051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11630517.000000 Penalty: 5657.716797
	Iteration 74Q: 3 clusters Score -1.163052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11630524.000000 Penalty: 5657.716797
	Iteration 75Q: 3 clusters Score -1.163052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11630523.000000 Penalty: 5657.716797
	Iteration 76Q: 3 clusters Score -1.163052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11630528.000000 Penalty: 5657.716797
	Iteration 77Q: 3 clusters Score -1.163053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11630523.000000 Penalty: 5657.716797
	Iteration 78Q: 3 clusters Score -1.163052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11630520.000000 Penalty: 5657.716797
	Iteration 79Q: 3 clusters Score -1.163052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11630525.000000 Penalty: 5657.716797
	Iteration 80F: 3 clusters Score -1.163052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11630523.000000 Penalty: 5657.716797
	Iteration 81Q: 3 clusters Score -1.163052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11630525.000000 Penalty: 5657.716797
	Iteration 82Q: 3 clusters Score -1.163052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -11630526.000000 Penalty: 5657.716797
	Iteration 83Q: 3 clusters Score -1.163053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -11630538.000000 Penalty: 5657.716797
	Iteration 84Q: 3 clusters Score -1.163054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11630551.000000 Penalty: 5657.716797
	Iteration 85Q: 3 clusters Score -1.163055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11630544.000000 Penalty: 5657.716797
	Iteration 86Q: 3 clusters Score -1.163054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11630544.000000 Penalty: 5657.716797
	Iteration 87Q: 3 clusters Score -1.163054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11630553.000000 Penalty: 5657.716797
	Iteration 88Q: 3 clusters Score -1.163055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11630558.000000 Penalty: 5657.716797
	Iteration 89Q: 3 clusters Score -1.163056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11630554.000000 Penalty: 5657.716797
	Iteration 90Q: 3 clusters Score -1.163055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11630554.000000 Penalty: 5657.716797
	Iteration 91F: 3 clusters Score -1.163055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (220717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220717 members 
Entering Unmasked Estep 
Score: -28210432.000000 Penalty: 3051.550049
	Iteration 0F: 2 clusters Score -2.821043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -28070082.000000 Penalty: 6103.100098
	Iteration 0F: 3 clusters Score -2.807008e+07 nChanged 106425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -28131680.000000 Penalty: 6103.100098
	Iteration 1F: 3 clusters Score -2.813168e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -28132546.000000 Penalty: 6103.100098
	Iteration 2Q: 3 clusters Score -2.813255e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 112786 members 
Entering Unmasked Estep 
Score: -28133600.000000 Penalty: 6103.100098
	Iteration 3Q: 3 clusters Score -2.81336e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -28135346.000000 Penalty: 6103.100098
	Iteration 4Q: 3 clusters Score -2.813535e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -28138264.000000 Penalty: 6103.100098
	Iteration 5Q: 3 clusters Score -2.813826e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99926 members 
Mstep: Class 2 contains 120791 members 
Entering Unmasked Estep 
Score: -28143534.000000 Penalty: 6103.100098
	Iteration 6Q: 3 clusters Score -2.814353e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -28152496.000000 Penalty: 6103.100098
	Iteration 7F: 3 clusters Score -2.81525e+07 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -28167136.000000 Penalty: 6103.100098
	Iteration 8F: 3 clusters Score -2.816714e+07 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -28185946.000000 Penalty: 6103.100098
	Iteration 9F: 3 clusters Score -2.818595e+07 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 150742 members 
Entering Unmasked Estep 
Score: -28200890.000000 Penalty: 6103.100098
	Iteration 10F: 3 clusters Score -2.820089e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -28205982.000000 Penalty: 6103.100098
	Iteration 11Q: 3 clusters Score -2.820598e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -28207966.000000 Penalty: 6103.100098
	Iteration 12Q: 3 clusters Score -2.820797e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -28208954.000000 Penalty: 6103.100098
	Iteration 13Q: 3 clusters Score -2.820895e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 160382 members 
Entering Unmasked Estep 
Score: -28209506.000000 Penalty: 6103.100098
	Iteration 14Q: 3 clusters Score -2.820951e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -28209898.000000 Penalty: 6103.100098
	Iteration 15Q: 3 clusters Score -2.82099e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 163539 members 
Entering Unmasked Estep 
Score: -28210190.000000 Penalty: 6103.100098
	Iteration 16Q: 3 clusters Score -2.821019e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -28210362.000000 Penalty: 6103.100098
	Iteration 17Q: 3 clusters Score -2.821036e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -28210490.000000 Penalty: 6103.100098
	Iteration 18Q: 3 clusters Score -2.821049e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 167753 members 
Entering Unmasked Estep 
Score: -28210754.000000 Penalty: 6103.100098
	Iteration 19Q: 3 clusters Score -2.821075e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -28210978.000000 Penalty: 6103.100098
	Iteration 20F: 3 clusters Score -2.821098e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -28211110.000000 Penalty: 6103.100098
	Iteration 21Q: 3 clusters Score -2.821111e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 171492 members 
Entering Unmasked Estep 
Score: -28211236.000000 Penalty: 6103.100098
	Iteration 22Q: 3 clusters Score -2.821124e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 172638 members 
Entering Unmasked Estep 
Score: -28211386.000000 Penalty: 6103.100098
	Iteration 23Q: 3 clusters Score -2.821139e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -28211430.000000 Penalty: 6103.100098
	Iteration 24Q: 3 clusters Score -2.821143e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 174748 members 
Entering Unmasked Estep 
Score: -28211646.000000 Penalty: 6103.100098
	Iteration 25Q: 3 clusters Score -2.821165e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 175752 members 
Entering Unmasked Estep 
Score: -28211734.000000 Penalty: 6103.100098
	Iteration 26Q: 3 clusters Score -2.821173e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 176778 members 
Entering Unmasked Estep 
Score: -28211812.000000 Penalty: 6103.100098
	Iteration 27Q: 3 clusters Score -2.821181e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -28211958.000000 Penalty: 6103.100098
	Iteration 28Q: 3 clusters Score -2.821196e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -28212044.000000 Penalty: 6103.100098
	Iteration 29Q: 3 clusters Score -2.821204e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 179597 members 
Entering Unmasked Estep 
Score: -28212158.000000 Penalty: 6103.100098
	Iteration 30Q: 3 clusters Score -2.821216e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 180576 members 
Entering Unmasked Estep 
Score: -28212200.000000 Penalty: 6103.100098
	Iteration 31Q: 3 clusters Score -2.82122e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -28212362.000000 Penalty: 6103.100098
	Iteration 32Q: 3 clusters Score -2.821236e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 182387 members 
Entering Unmasked Estep 
Score: -28212364.000000 Penalty: 6103.100098
	Iteration 33Q: 3 clusters Score -2.821236e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 183220 members 
Entering Unmasked Estep 
Score: -28212384.000000 Penalty: 6103.100098
	Iteration 34Q: 3 clusters Score -2.821238e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 184058 members 
Entering Unmasked Estep 
Score: -28212352.000000 Penalty: 6103.100098
	Iteration 35Q: 3 clusters Score -2.821235e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 184858 members 
Entering Unmasked Estep 
Score: -28212370.000000 Penalty: 6103.100098
	Iteration 36Q: 3 clusters Score -2.821237e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 185650 members 
Entering Unmasked Estep 
Score: -28212450.000000 Penalty: 6103.100098
	Iteration 37Q: 3 clusters Score -2.821245e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 186423 members 
Entering Unmasked Estep 
Score: -28212504.000000 Penalty: 6103.100098
	Iteration 38Q: 3 clusters Score -2.82125e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 187177 members 
Entering Unmasked Estep 
Score: -28212686.000000 Penalty: 6103.100098
	Iteration 39Q: 3 clusters Score -2.821269e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 187915 members 
Entering Unmasked Estep 
Score: -28212690.000000 Penalty: 6103.100098
	Iteration 40F: 3 clusters Score -2.821269e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 188677 members 
Entering Unmasked Estep 
Score: -28212674.000000 Penalty: 6103.100098
	Iteration 41Q: 3 clusters Score -2.821267e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 189419 members 
Entering Unmasked Estep 
Score: -28212664.000000 Penalty: 6103.100098
	Iteration 42Q: 3 clusters Score -2.821266e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 190191 members 
Entering Unmasked Estep 
Score: -28212656.000000 Penalty: 6103.100098
	Iteration 43Q: 3 clusters Score -2.821266e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 190983 members 
Entering Unmasked Estep 
Score: -28212672.000000 Penalty: 6103.100098
	Iteration 44Q: 3 clusters Score -2.821267e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 191764 members 
Entering Unmasked Estep 
Score: -28212724.000000 Penalty: 6103.100098
	Iteration 45Q: 3 clusters Score -2.821272e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 192520 members 
Entering Unmasked Estep 
Score: -28212634.000000 Penalty: 6103.100098
	Iteration 46Q: 3 clusters Score -2.821263e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 193236 members 
Entering Unmasked Estep 
Score: -28212660.000000 Penalty: 6103.100098
	Iteration 47Q: 3 clusters Score -2.821266e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 193904 members 
Entering Unmasked Estep 
Score: -28212608.000000 Penalty: 6103.100098
	Iteration 48Q: 3 clusters Score -2.821261e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 194560 members 
Entering Unmasked Estep 
Score: -28212660.000000 Penalty: 6103.100098
	Iteration 49Q: 3 clusters Score -2.821266e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 195167 members 
Entering Unmasked Estep 
Score: -28212676.000000 Penalty: 6103.100098
	Iteration 50Q: 3 clusters Score -2.821268e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 195801 members 
Entering Unmasked Estep 
Score: -28212592.000000 Penalty: 6103.100098
	Iteration 51Q: 3 clusters Score -2.821259e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 196414 members 
Entering Unmasked Estep 
Score: -28212522.000000 Penalty: 6103.100098
	Iteration 52Q: 3 clusters Score -2.821252e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 197015 members 
Entering Unmasked Estep 
Score: -28212484.000000 Penalty: 6103.100098
	Iteration 53Q: 3 clusters Score -2.821248e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 197605 members 
Entering Unmasked Estep 
Score: -28212502.000000 Penalty: 6103.100098
	Iteration 54Q: 3 clusters Score -2.82125e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 198153 members 
Entering Unmasked Estep 
Score: -28212542.000000 Penalty: 6103.100098
	Iteration 55Q: 3 clusters Score -2.821254e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 198689 members 
Entering Unmasked Estep 
Score: -28212530.000000 Penalty: 6103.100098
	Iteration 56Q: 3 clusters Score -2.821253e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 199228 members 
Entering Unmasked Estep 
Score: -28212518.000000 Penalty: 6103.100098
	Iteration 57Q: 3 clusters Score -2.821252e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 199743 members 
Entering Unmasked Estep 
Score: -28212478.000000 Penalty: 6103.100098
	Iteration 58Q: 3 clusters Score -2.821248e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 200235 members 
Entering Unmasked Estep 
Score: -28212492.000000 Penalty: 6103.100098
	Iteration 59Q: 3 clusters Score -2.821249e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 200705 members 
Entering Unmasked Estep 
Score: -28212432.000000 Penalty: 6103.100098
	Iteration 60F: 3 clusters Score -2.821243e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 201145 members 
Entering Unmasked Estep 
Score: -28212312.000000 Penalty: 6103.100098
	Iteration 61Q: 3 clusters Score -2.821231e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 201548 members 
Entering Unmasked Estep 
Score: -28212312.000000 Penalty: 6103.100098
	Iteration 62Q: 3 clusters Score -2.821231e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 201911 members 
Entering Unmasked Estep 
Score: -28212214.000000 Penalty: 6103.100098
	Iteration 63Q: 3 clusters Score -2.821221e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 202266 members 
Entering Unmasked Estep 
Score: -28212182.000000 Penalty: 6103.100098
	Iteration 64Q: 3 clusters Score -2.821218e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 202622 members 
Entering Unmasked Estep 
Score: -28212120.000000 Penalty: 6103.100098
	Iteration 65Q: 3 clusters Score -2.821212e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 202977 members 
Entering Unmasked Estep 
Score: -28212102.000000 Penalty: 6103.100098
	Iteration 66Q: 3 clusters Score -2.82121e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 203315 members 
Entering Unmasked Estep 
Score: -28211966.000000 Penalty: 6103.100098
	Iteration 67Q: 3 clusters Score -2.821197e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 203622 members 
Entering Unmasked Estep 
Score: -28211914.000000 Penalty: 6103.100098
	Iteration 68Q: 3 clusters Score -2.821191e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 203928 members 
Entering Unmasked Estep 
Score: -28211916.000000 Penalty: 6103.100098
	Iteration 69Q: 3 clusters Score -2.821192e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 204243 members 
Entering Unmasked Estep 
Score: -28211900.000000 Penalty: 6103.100098
	Iteration 70Q: 3 clusters Score -2.82119e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 204548 members 
Entering Unmasked Estep 
Score: -28211870.000000 Penalty: 6103.100098
	Iteration 71Q: 3 clusters Score -2.821187e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 204851 members 
Entering Unmasked Estep 
Score: -28211866.000000 Penalty: 6103.100098
	Iteration 72Q: 3 clusters Score -2.821187e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 205139 members 
Entering Unmasked Estep 
Score: -28211806.000000 Penalty: 6103.100098
	Iteration 73Q: 3 clusters Score -2.821181e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 205429 members 
Entering Unmasked Estep 
Score: -28211756.000000 Penalty: 6103.100098
	Iteration 74Q: 3 clusters Score -2.821176e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 205720 members 
Entering Unmasked Estep 
Score: -28211752.000000 Penalty: 6103.100098
	Iteration 75Q: 3 clusters Score -2.821175e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 206005 members 
Entering Unmasked Estep 
Score: -28211736.000000 Penalty: 6103.100098
	Iteration 76Q: 3 clusters Score -2.821174e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 206254 members 
Entering Unmasked Estep 
Score: -28211634.000000 Penalty: 6103.100098
	Iteration 77Q: 3 clusters Score -2.821163e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 206485 members 
Entering Unmasked Estep 
Score: -28211592.000000 Penalty: 6103.100098
	Iteration 78Q: 3 clusters Score -2.821159e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 206708 members 
Entering Unmasked Estep 
Score: -28211526.000000 Penalty: 6103.100098
	Iteration 79Q: 3 clusters Score -2.821153e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 206940 members 
Entering Unmasked Estep 
Score: -28211392.000000 Penalty: 6103.100098
	Iteration 80F: 3 clusters Score -2.821139e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 207147 members 
Entering Unmasked Estep 
Score: -28211330.000000 Penalty: 6103.100098
	Iteration 81Q: 3 clusters Score -2.821133e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 207369 members 
Entering Unmasked Estep 
Score: -28211296.000000 Penalty: 6103.100098
	Iteration 82Q: 3 clusters Score -2.82113e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 207583 members 
Entering Unmasked Estep 
Score: -28211238.000000 Penalty: 6103.100098
	Iteration 83Q: 3 clusters Score -2.821124e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 207775 members 
Entering Unmasked Estep 
Score: -28211260.000000 Penalty: 6103.100098
	Iteration 84Q: 3 clusters Score -2.821126e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 207967 members 
Entering Unmasked Estep 
Score: -28211194.000000 Penalty: 6103.100098
	Iteration 85Q: 3 clusters Score -2.821119e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 208145 members 
Entering Unmasked Estep 
Score: -28211136.000000 Penalty: 6103.100098
	Iteration 86Q: 3 clusters Score -2.821114e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 208337 members 
Entering Unmasked Estep 
Score: -28211114.000000 Penalty: 6103.100098
	Iteration 87Q: 3 clusters Score -2.821111e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 208531 members 
Entering Unmasked Estep 
Score: -28211108.000000 Penalty: 6103.100098
	Iteration 88Q: 3 clusters Score -2.821111e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 208740 members 
Entering Unmasked Estep 
Score: -28211058.000000 Penalty: 6103.100098
	Iteration 89Q: 3 clusters Score -2.821106e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 208945 members 
Entering Unmasked Estep 
Score: -28210960.000000 Penalty: 6103.100098
	Iteration 90Q: 3 clusters Score -2.821096e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 209125 members 
Entering Unmasked Estep 
Score: -28210950.000000 Penalty: 6103.100098
	Iteration 91Q: 3 clusters Score -2.821095e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 209310 members 
Entering Unmasked Estep 
Score: -28210930.000000 Penalty: 6103.100098
	Iteration 92Q: 3 clusters Score -2.821093e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 209513 members 
Entering Unmasked Estep 
Score: -28210910.000000 Penalty: 6103.100098
	Iteration 93Q: 3 clusters Score -2.821091e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 209724 members 
Entering Unmasked Estep 
Score: -28210856.000000 Penalty: 6103.100098
	Iteration 94Q: 3 clusters Score -2.821086e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 209918 members 
Entering Unmasked Estep 
Score: -28210808.000000 Penalty: 6103.100098
	Iteration 95Q: 3 clusters Score -2.821081e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 210097 members 
Entering Unmasked Estep 
Score: -28210818.000000 Penalty: 6103.100098
	Iteration 96Q: 3 clusters Score -2.821082e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 210317 members 
Entering Unmasked Estep 
Score: -28210790.000000 Penalty: 6103.100098
	Iteration 97Q: 3 clusters Score -2.821079e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 210512 members 
Entering Unmasked Estep 
Score: -28210796.000000 Penalty: 6103.100098
	Iteration 98Q: 3 clusters Score -2.82108e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 210693 members 
Entering Unmasked Estep 
Score: -28210782.000000 Penalty: 6103.100098
	Iteration 99Q: 3 clusters Score -2.821078e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 210888 members 
Entering Unmasked Estep 
Score: -28210726.000000 Penalty: 6103.100098
	Iteration 100F: 3 clusters Score -2.821073e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 211061 members 
Entering Unmasked Estep 
Score: -28210758.000000 Penalty: 6103.100098
	Iteration 101Q: 3 clusters Score -2.821076e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 211204 members 
Entering Unmasked Estep 
Score: -28210694.000000 Penalty: 6103.100098
	Iteration 102Q: 3 clusters Score -2.821069e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 211320 members 
Entering Unmasked Estep 
Score: -28210652.000000 Penalty: 6103.100098
	Iteration 103Q: 3 clusters Score -2.821065e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 211433 members 
Entering Unmasked Estep 
Score: -28210638.000000 Penalty: 6103.100098
	Iteration 104Q: 3 clusters Score -2.821064e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 211533 members 
Entering Unmasked Estep 
Score: -28210628.000000 Penalty: 6103.100098
	Iteration 105Q: 3 clusters Score -2.821063e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 211632 members 
Entering Unmasked Estep 
Score: -28210630.000000 Penalty: 6103.100098
	Iteration 106Q: 3 clusters Score -2.821063e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 211726 members 
Entering Unmasked Estep 
Score: -28210592.000000 Penalty: 6103.100098
	Iteration 107Q: 3 clusters Score -2.821059e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 211808 members 
Entering Unmasked Estep 
Score: -28210570.000000 Penalty: 6103.100098
	Iteration 108Q: 3 clusters Score -2.821057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 211895 members 
Entering Unmasked Estep 
Score: -28210532.000000 Penalty: 6103.100098
	Iteration 109Q: 3 clusters Score -2.821053e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 211970 members 
Entering Unmasked Estep 
Score: -28210518.000000 Penalty: 6103.100098
	Iteration 110Q: 3 clusters Score -2.821052e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 212035 members 
Entering Unmasked Estep 
Score: -28210514.000000 Penalty: 6103.100098
	Iteration 111Q: 3 clusters Score -2.821051e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 212104 members 
Entering Unmasked Estep 
Score: -28210490.000000 Penalty: 6103.100098
	Iteration 112Q: 3 clusters Score -2.821049e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 212175 members 
Entering Unmasked Estep 
Score: -28210506.000000 Penalty: 6103.100098
	Iteration 113Q: 3 clusters Score -2.821051e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 212248 members 
Entering Unmasked Estep 
Score: -28210502.000000 Penalty: 6103.100098
	Iteration 114Q: 3 clusters Score -2.82105e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 212322 members 
Entering Unmasked Estep 
Score: -28210478.000000 Penalty: 6103.100098
	Iteration 115Q: 3 clusters Score -2.821048e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 212395 members 
Entering Unmasked Estep 
Score: -28210486.000000 Penalty: 6103.100098
	Iteration 116Q: 3 clusters Score -2.821049e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 212457 members 
Entering Unmasked Estep 
Score: -28210470.000000 Penalty: 6103.100098
	Iteration 117Q: 3 clusters Score -2.821047e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 212529 members 
Entering Unmasked Estep 
Score: -28210416.000000 Penalty: 6103.100098
	Iteration 118Q: 3 clusters Score -2.821042e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 212589 members 
Entering Unmasked Estep 
Score: -28210400.000000 Penalty: 6103.100098
	Iteration 119Q: 3 clusters Score -2.82104e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 212656 members 
Entering Unmasked Estep 
Score: -28210404.000000 Penalty: 6103.100098
	Iteration 120F: 3 clusters Score -2.82104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 212728 members 
Entering Unmasked Estep 
Score: -28210410.000000 Penalty: 6103.100098
	Iteration 121Q: 3 clusters Score -2.821041e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 212798 members 
Entering Unmasked Estep 
Score: -28210402.000000 Penalty: 6103.100098
	Iteration 122Q: 3 clusters Score -2.82104e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 212871 members 
Entering Unmasked Estep 
Score: -28210406.000000 Penalty: 6103.100098
	Iteration 123Q: 3 clusters Score -2.821041e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 212935 members 
Entering Unmasked Estep 
Score: -28210366.000000 Penalty: 6103.100098
	Iteration 124Q: 3 clusters Score -2.821037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 212994 members 
Entering Unmasked Estep 
Score: -28210354.000000 Penalty: 6103.100098
	Iteration 125Q: 3 clusters Score -2.821035e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 213048 members 
Entering Unmasked Estep 
Score: -28210370.000000 Penalty: 6103.100098
	Iteration 126Q: 3 clusters Score -2.821037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 213104 members 
Entering Unmasked Estep 
Score: -28210314.000000 Penalty: 6103.100098
	Iteration 127Q: 3 clusters Score -2.821031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 213141 members 
Entering Unmasked Estep 
Score: -28210336.000000 Penalty: 6103.100098
	Iteration 128Q: 3 clusters Score -2.821034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 213188 members 
Entering Unmasked Estep 
Score: -28210322.000000 Penalty: 6103.100098
	Iteration 129Q: 3 clusters Score -2.821032e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 213238 members 
Entering Unmasked Estep 
Score: -28210278.000000 Penalty: 6103.100098
	Iteration 130Q: 3 clusters Score -2.821028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 213291 members 
Entering Unmasked Estep 
Score: -28210260.000000 Penalty: 6103.100098
	Iteration 131Q: 3 clusters Score -2.821026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 213333 members 
Entering Unmasked Estep 
Score: -28210250.000000 Penalty: 6103.100098
	Iteration 132Q: 3 clusters Score -2.821025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 213377 members 
Entering Unmasked Estep 
Score: -28210268.000000 Penalty: 6103.100098
	Iteration 133Q: 3 clusters Score -2.821027e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -28210244.000000 Penalty: 6103.100098
	Iteration 134Q: 3 clusters Score -2.821024e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 213476 members 
Entering Unmasked Estep 
Score: -28210218.000000 Penalty: 6103.100098
	Iteration 135Q: 3 clusters Score -2.821022e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 213524 members 
Entering Unmasked Estep 
Score: -28210216.000000 Penalty: 6103.100098
	Iteration 136Q: 3 clusters Score -2.821022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 213564 members 
Entering Unmasked Estep 
Score: -28210220.000000 Penalty: 6103.100098
	Iteration 137Q: 3 clusters Score -2.821022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 213603 members 
Entering Unmasked Estep 
Score: -28210208.000000 Penalty: 6103.100098
	Iteration 138Q: 3 clusters Score -2.821021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 213646 members 
Entering Unmasked Estep 
Score: -28210182.000000 Penalty: 6103.100098
	Iteration 139Q: 3 clusters Score -2.821018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 213676 members 
Entering Unmasked Estep 
Score: -28210198.000000 Penalty: 6103.100098
	Iteration 140F: 3 clusters Score -2.82102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 213712 members 
Entering Unmasked Estep 
Score: -28210180.000000 Penalty: 6103.100098
	Iteration 141Q: 3 clusters Score -2.821018e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 213738 members 
Entering Unmasked Estep 
Score: -28210186.000000 Penalty: 6103.100098
	Iteration 142Q: 3 clusters Score -2.821019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 213769 members 
Entering Unmasked Estep 
Score: -28210176.000000 Penalty: 6103.100098
	Iteration 143Q: 3 clusters Score -2.821018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 213804 members 
Entering Unmasked Estep 
Score: -28210168.000000 Penalty: 6103.100098
	Iteration 144Q: 3 clusters Score -2.821017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 213837 members 
Entering Unmasked Estep 
Score: -28210138.000000 Penalty: 6103.100098
	Iteration 145Q: 3 clusters Score -2.821014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 213864 members 
Entering Unmasked Estep 
Score: -28210136.000000 Penalty: 6103.100098
	Iteration 146Q: 3 clusters Score -2.821014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 213884 members 
Entering Unmasked Estep 
Score: -28210154.000000 Penalty: 6103.100098
	Iteration 147Q: 3 clusters Score -2.821015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 213907 members 
Entering Unmasked Estep 
Score: -28210134.000000 Penalty: 6103.100098
	Iteration 148Q: 3 clusters Score -2.821013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 213926 members 
Entering Unmasked Estep 
Score: -28210128.000000 Penalty: 6103.100098
	Iteration 149Q: 3 clusters Score -2.821013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 213932 members 
Entering Unmasked Estep 
Score: -28210128.000000 Penalty: 6103.100098
	Iteration 150Q: 3 clusters Score -2.821013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 213942 members 
Entering Unmasked Estep 
Score: -28210124.000000 Penalty: 6103.100098
	Iteration 151Q: 3 clusters Score -2.821012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -28210134.000000 Penalty: 6103.100098
	Iteration 152Q: 3 clusters Score -2.821013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 213954 members 
Entering Unmasked Estep 
Score: -28210134.000000 Penalty: 6103.100098
	Iteration 153Q: 3 clusters Score -2.821013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 213958 members 
Entering Unmasked Estep 
Score: -28210130.000000 Penalty: 6103.100098
	Iteration 154Q: 3 clusters Score -2.821013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 213965 members 
Entering Unmasked Estep 
Score: -28210128.000000 Penalty: 6103.100098
	Iteration 155Q: 3 clusters Score -2.821013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 213971 members 
Entering Unmasked Estep 
Score: -28210106.000000 Penalty: 6103.100098
	Iteration 156Q: 3 clusters Score -2.821011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 213977 members 
Entering Unmasked Estep 
Score: -28210098.000000 Penalty: 6103.100098
	Iteration 157Q: 3 clusters Score -2.82101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 213981 members 
Entering Unmasked Estep 
Score: -28210102.000000 Penalty: 6103.100098
	Iteration 158Q: 3 clusters Score -2.82101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 213982 members 
Entering Unmasked Estep 
Score: -28210108.000000 Penalty: 6103.100098
	Iteration 159Q: 3 clusters Score -2.821011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 213982 members 
Entering Unmasked Estep 
Score: -28210108.000000 Penalty: 6103.100098
	Iteration 160F: 3 clusters Score -2.821011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Entering Unmasked Estep 
Score: -3647560.750000 Penalty: 2541.442383
	Iteration 0F: 2 clusters Score -3647561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3628086.500000 Penalty: 5082.884766
	Iteration 0F: 3 clusters Score -3628086 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3634912.750000 Penalty: 5082.884766
	Iteration 1F: 3 clusters Score -3634913 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3635380.250000 Penalty: 5082.884766
	Iteration 2F: 3 clusters Score -3635380 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3635818.500000 Penalty: 5082.884766
	Iteration 3Q: 3 clusters Score -3635818 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3636230.750000 Penalty: 5082.884766
	Iteration 4Q: 3 clusters Score -3636231 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3636649.000000 Penalty: 5082.884766
	Iteration 5Q: 3 clusters Score -3636649 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3637213.750000 Penalty: 5082.884766
	Iteration 6Q: 3 clusters Score -3637214 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3637870.000000 Penalty: 5082.884766
	Iteration 7Q: 3 clusters Score -3637870 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3638684.250000 Penalty: 5082.884766
	Iteration 8Q: 3 clusters Score -3638684 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3639853.750000 Penalty: 5082.884766
	Iteration 9F: 3 clusters Score -3639854 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3641238.750000 Penalty: 5082.884766
	Iteration 10F: 3 clusters Score -3641239 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3642541.500000 Penalty: 5082.884766
	Iteration 11F: 3 clusters Score -3642542 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3643350.750000 Penalty: 5082.884766
	Iteration 12Q: 3 clusters Score -3643351 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3643753.250000 Penalty: 5082.884766
	Iteration 13Q: 3 clusters Score -3643753 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3643947.000000 Penalty: 5082.884766
	Iteration 14Q: 3 clusters Score -3643947 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3644099.750000 Penalty: 5082.884766
	Iteration 15Q: 3 clusters Score -3644100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3644199.000000 Penalty: 5082.884766
	Iteration 16Q: 3 clusters Score -3644199 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3644303.000000 Penalty: 5082.884766
	Iteration 17Q: 3 clusters Score -3644303 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3644394.250000 Penalty: 5082.884766
	Iteration 18Q: 3 clusters Score -3644394 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3644496.750000 Penalty: 5082.884766
	Iteration 19Q: 3 clusters Score -3644497 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3644585.000000 Penalty: 5082.884766
	Iteration 20F: 3 clusters Score -3644585 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3644646.000000 Penalty: 5082.884766
	Iteration 21Q: 3 clusters Score -3644646 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3644695.500000 Penalty: 5082.884766
	Iteration 22Q: 3 clusters Score -3644696 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3644755.250000 Penalty: 5082.884766
	Iteration 23Q: 3 clusters Score -3644755 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3644794.000000 Penalty: 5082.884766
	Iteration 24Q: 3 clusters Score -3644794 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3644842.000000 Penalty: 5082.884766
	Iteration 25Q: 3 clusters Score -3644842 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3644901.500000 Penalty: 5082.884766
	Iteration 26Q: 3 clusters Score -3644902 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3644921.000000 Penalty: 5082.884766
	Iteration 27Q: 3 clusters Score -3644921 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3644969.750000 Penalty: 5082.884766
	Iteration 28Q: 3 clusters Score -3644970 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3645004.000000 Penalty: 5082.884766
	Iteration 29Q: 3 clusters Score -3645004 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3645070.750000 Penalty: 5082.884766
	Iteration 30Q: 3 clusters Score -3645071 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3645111.750000 Penalty: 5082.884766
	Iteration 31Q: 3 clusters Score -3645112 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3645158.000000 Penalty: 5082.884766
	Iteration 32Q: 3 clusters Score -3645158 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3645219.500000 Penalty: 5082.884766
	Iteration 33Q: 3 clusters Score -3645220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3645272.750000 Penalty: 5082.884766
	Iteration 34Q: 3 clusters Score -3645273 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3645325.250000 Penalty: 5082.884766
	Iteration 35Q: 3 clusters Score -3645325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3645372.000000 Penalty: 5082.884766
	Iteration 36Q: 3 clusters Score -3645372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3645404.000000 Penalty: 5082.884766
	Iteration 37Q: 3 clusters Score -3645404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3645437.500000 Penalty: 5082.884766
	Iteration 38Q: 3 clusters Score -3645438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3645466.000000 Penalty: 5082.884766
	Iteration 39Q: 3 clusters Score -3645466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3645480.000000 Penalty: 5082.884766
	Iteration 40F: 3 clusters Score -3645480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3645510.750000 Penalty: 5082.884766
	Iteration 41Q: 3 clusters Score -3645511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3645515.750000 Penalty: 5082.884766
	Iteration 42Q: 3 clusters Score -3645516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3645539.500000 Penalty: 5082.884766
	Iteration 43Q: 3 clusters Score -3645540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3645565.250000 Penalty: 5082.884766
	Iteration 44Q: 3 clusters Score -3645565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3645579.500000 Penalty: 5082.884766
	Iteration 45Q: 3 clusters Score -3645580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3645600.000000 Penalty: 5082.884766
	Iteration 46Q: 3 clusters Score -3645600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3645610.500000 Penalty: 5082.884766
	Iteration 47Q: 3 clusters Score -3645610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3645626.500000 Penalty: 5082.884766
	Iteration 48Q: 3 clusters Score -3645626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3645641.750000 Penalty: 5082.884766
	Iteration 49Q: 3 clusters Score -3645642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3645655.500000 Penalty: 5082.884766
	Iteration 50Q: 3 clusters Score -3645656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3645663.250000 Penalty: 5082.884766
	Iteration 51Q: 3 clusters Score -3645663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3645665.250000 Penalty: 5082.884766
	Iteration 52Q: 3 clusters Score -3645665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3645668.000000 Penalty: 5082.884766
	Iteration 53Q: 3 clusters Score -3645668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3645682.500000 Penalty: 5082.884766
	Iteration 54Q: 3 clusters Score -3645682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3645687.500000 Penalty: 5082.884766
	Iteration 55Q: 3 clusters Score -3645688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3645693.500000 Penalty: 5082.884766
	Iteration 56Q: 3 clusters Score -3645694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3645698.750000 Penalty: 5082.884766
	Iteration 57Q: 3 clusters Score -3645699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3645699.000000 Penalty: 5082.884766
	Iteration 58Q: 3 clusters Score -3645699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3645697.500000 Penalty: 5082.884766
	Iteration 59Q: 3 clusters Score -3645698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3645699.750000 Penalty: 5082.884766
	Iteration 60F: 3 clusters Score -3645700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3645702.500000 Penalty: 5082.884766
	Iteration 61Q: 3 clusters Score -3645702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3645704.250000 Penalty: 5082.884766
	Iteration 62Q: 3 clusters Score -3645704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3645710.000000 Penalty: 5082.884766
	Iteration 63Q: 3 clusters Score -3645710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3645709.250000 Penalty: 5082.884766
	Iteration 64Q: 3 clusters Score -3645709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3645713.750000 Penalty: 5082.884766
	Iteration 65Q: 3 clusters Score -3645714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3645719.500000 Penalty: 5082.884766
	Iteration 66Q: 3 clusters Score -3645720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3645724.500000 Penalty: 5082.884766
	Iteration 67Q: 3 clusters Score -3645724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3645731.000000 Penalty: 5082.884766
	Iteration 68Q: 3 clusters Score -3645731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3645739.250000 Penalty: 5082.884766
	Iteration 69Q: 3 clusters Score -3645739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3645740.000000 Penalty: 5082.884766
	Iteration 70Q: 3 clusters Score -3645740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3645741.500000 Penalty: 5082.884766
	Iteration 71Q: 3 clusters Score -3645742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3645739.750000 Penalty: 5082.884766
	Iteration 72Q: 3 clusters Score -3645740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3645738.750000 Penalty: 5082.884766
	Iteration 73Q: 3 clusters Score -3645739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3645740.500000 Penalty: 5082.884766
	Iteration 74Q: 3 clusters Score -3645740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3645742.250000 Penalty: 5082.884766
	Iteration 75Q: 3 clusters Score -3645742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3645742.250000 Penalty: 5082.884766
	Iteration 76F: 3 clusters Score -3645742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38745.312500 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38745.31 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 157 members 
Entering Unmasked Estep 
Score: -37417.402344 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37417.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37507.640625 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37507.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37540.785156 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -37540.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37569.394531 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -37569.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37587.062500 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -37587.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37598.449219 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -37598.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37600.476562 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -37600.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37603.515625 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -37603.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37608.062500 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -37608.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37612.964844 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -37612.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37622.425781 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -37622.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37624.597656 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -37624.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37624.597656 Penalty: 2892.613770
	Iteration 12F: 3 clusters Score -37624.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Entering Unmasked Estep 
Score: -722894.062500 Penalty: 2141.738525
	Iteration 0F: 2 clusters Score -722894.1 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 2801 members 
Entering Unmasked Estep 
Score: -717969.875000 Penalty: 4283.477051
	Iteration 0F: 3 clusters Score -717969.9 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -719149.625000 Penalty: 4283.477051
	Iteration 1F: 3 clusters Score -719149.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -719457.437500 Penalty: 4283.477051
	Iteration 2F: 3 clusters Score -719457.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -719732.750000 Penalty: 4283.477051
	Iteration 3F: 3 clusters Score -719732.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -719960.125000 Penalty: 4283.477051
	Iteration 4F: 3 clusters Score -719960.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -720141.250000 Penalty: 4283.477051
	Iteration 5Q: 3 clusters Score -720141.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -720306.562500 Penalty: 4283.477051
	Iteration 6Q: 3 clusters Score -720306.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -720456.687500 Penalty: 4283.477051
	Iteration 7Q: 3 clusters Score -720456.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -720601.937500 Penalty: 4283.477051
	Iteration 8Q: 3 clusters Score -720601.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -720761.750000 Penalty: 4283.477051
	Iteration 9Q: 3 clusters Score -720761.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -720924.062500 Penalty: 4283.477051
	Iteration 10Q: 3 clusters Score -720924.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -721067.437500 Penalty: 4283.477051
	Iteration 11Q: 3 clusters Score -721067.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -721176.625000 Penalty: 4283.477051
	Iteration 12Q: 3 clusters Score -721176.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -721265.812500 Penalty: 4283.477051
	Iteration 13Q: 3 clusters Score -721265.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -721330.187500 Penalty: 4283.477051
	Iteration 14Q: 3 clusters Score -721330.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -721381.812500 Penalty: 4283.477051
	Iteration 15Q: 3 clusters Score -721381.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -721416.875000 Penalty: 4283.477051
	Iteration 16Q: 3 clusters Score -721416.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -721433.500000 Penalty: 4283.477051
	Iteration 17Q: 3 clusters Score -721433.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -721447.000000 Penalty: 4283.477051
	Iteration 18Q: 3 clusters Score -721447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -721454.937500 Penalty: 4283.477051
	Iteration 19Q: 3 clusters Score -721454.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -721458.750000 Penalty: 4283.477051
	Iteration 20F: 3 clusters Score -721458.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -721464.562500 Penalty: 4283.477051
	Iteration 21Q: 3 clusters Score -721464.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -721470.812500 Penalty: 4283.477051
	Iteration 22Q: 3 clusters Score -721470.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -721475.750000 Penalty: 4283.477051
	Iteration 23Q: 3 clusters Score -721475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -721478.250000 Penalty: 4283.477051
	Iteration 24Q: 3 clusters Score -721478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -721477.562500 Penalty: 4283.477051
	Iteration 25Q: 3 clusters Score -721477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -721478.000000 Penalty: 4283.477051
	Iteration 26Q: 3 clusters Score -721478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -721477.687500 Penalty: 4283.477051
	Iteration 27Q: 3 clusters Score -721477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -721478.375000 Penalty: 4283.477051
	Iteration 28Q: 3 clusters Score -721478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -721478.875000 Penalty: 4283.477051
	Iteration 29Q: 3 clusters Score -721478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -721478.625000 Penalty: 4283.477051
	Iteration 30Q: 3 clusters Score -721478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -721478.625000 Penalty: 4283.477051
	Iteration 31F: 3 clusters Score -721478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -221820.765625 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -221820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219317.484375 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -219317.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219772.093750 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -219772.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219877.937500 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -219877.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219946.031250 Penalty: 3735.649902
	Iteration 3Q: 3 clusters Score -219946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220000.343750 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -220000.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220035.328125 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -220035.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220071.375000 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -220071.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220090.921875 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -220090.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -220104.093750 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -220104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220109.828125 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -220109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220113.390625 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -220113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -220114.375000 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -220114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220117.218750 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -220117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -220122.046875 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -220122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220129.656250 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -220129.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -220144.781250 Penalty: 3735.649902
	Iteration 15Q: 3 clusters Score -220144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -220159.062500 Penalty: 3735.649902
	Iteration 16Q: 3 clusters Score -220159.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -220175.515625 Penalty: 3735.649902
	Iteration 17Q: 3 clusters Score -220175.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220193.468750 Penalty: 3735.649902
	Iteration 18Q: 3 clusters Score -220193.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -220206.281250 Penalty: 3735.649902
	Iteration 19Q: 3 clusters Score -220206.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -220217.859375 Penalty: 3735.649902
	Iteration 20F: 3 clusters Score -220217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220228.062500 Penalty: 3735.649902
	Iteration 21Q: 3 clusters Score -220228.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -220241.828125 Penalty: 3735.649902
	Iteration 22Q: 3 clusters Score -220241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -220256.984375 Penalty: 3735.649902
	Iteration 23Q: 3 clusters Score -220257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -220264.078125 Penalty: 3735.649902
	Iteration 24Q: 3 clusters Score -220264.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220273.234375 Penalty: 3735.649902
	Iteration 25Q: 3 clusters Score -220273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -220279.031250 Penalty: 3735.649902
	Iteration 26Q: 3 clusters Score -220279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -220282.296875 Penalty: 3735.649902
	Iteration 27Q: 3 clusters Score -220282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -220284.265625 Penalty: 3735.649902
	Iteration 28Q: 3 clusters Score -220284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -220287.953125 Penalty: 3735.649902
	Iteration 29Q: 3 clusters Score -220288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220290.875000 Penalty: 3735.649902
	Iteration 30Q: 3 clusters Score -220290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220292.265625 Penalty: 3735.649902
	Iteration 31Q: 3 clusters Score -220292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220294.937500 Penalty: 3735.649902
	Iteration 32Q: 3 clusters Score -220294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220297.312500 Penalty: 3735.649902
	Iteration 33Q: 3 clusters Score -220297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -220299.140625 Penalty: 3735.649902
	Iteration 34Q: 3 clusters Score -220299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220300.187500 Penalty: 3735.649902
	Iteration 35Q: 3 clusters Score -220300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220300.187500 Penalty: 3735.649902
	Iteration 36F: 3 clusters Score -220300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158565 members 
Entering Unmasked Estep 
Score: -20283820.000000 Penalty: 2969.532227
	Iteration 0F: 2 clusters Score -2.028382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -20178216.000000 Penalty: 5939.064453
	Iteration 0F: 3 clusters Score -2.017822e+07 nChanged 75904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -20223094.000000 Penalty: 5939.064453
	Iteration 1F: 3 clusters Score -2.022309e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -20224898.000000 Penalty: 5939.064453
	Iteration 2Q: 3 clusters Score -2.02249e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89999 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -20227632.000000 Penalty: 5939.064453
	Iteration 3Q: 3 clusters Score -2.022763e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -20231336.000000 Penalty: 5939.064453
	Iteration 4Q: 3 clusters Score -2.023134e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -20236320.000000 Penalty: 5939.064453
	Iteration 5F: 3 clusters Score -2.023632e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -20242886.000000 Penalty: 5939.064453
	Iteration 6F: 3 clusters Score -2.024289e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117839 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -20250192.000000 Penalty: 5939.064453
	Iteration 7F: 3 clusters Score -2.025019e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -20257358.000000 Penalty: 5939.064453
	Iteration 8F: 3 clusters Score -2.025736e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133573 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -20263554.000000 Penalty: 5939.064453
	Iteration 9Q: 3 clusters Score -2.026355e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139489 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -20268242.000000 Penalty: 5939.064453
	Iteration 10Q: 3 clusters Score -2.026824e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -20271798.000000 Penalty: 5939.064453
	Iteration 11Q: 3 clusters Score -2.02718e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -20274400.000000 Penalty: 5939.064453
	Iteration 12Q: 3 clusters Score -2.02744e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -20276296.000000 Penalty: 5939.064453
	Iteration 13Q: 3 clusters Score -2.02763e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -20277694.000000 Penalty: 5939.064453
	Iteration 14Q: 3 clusters Score -2.027769e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -20278780.000000 Penalty: 5939.064453
	Iteration 15Q: 3 clusters Score -2.027878e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155435 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -20279546.000000 Penalty: 5939.064453
	Iteration 16Q: 3 clusters Score -2.027955e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20280084.000000 Penalty: 5939.064453
	Iteration 17Q: 3 clusters Score -2.028008e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -20280466.000000 Penalty: 5939.064453
	Iteration 18Q: 3 clusters Score -2.028047e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -20280714.000000 Penalty: 5939.064453
	Iteration 19Q: 3 clusters Score -2.028071e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20280842.000000 Penalty: 5939.064453
	Iteration 20F: 3 clusters Score -2.028084e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157372 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -20280912.000000 Penalty: 5939.064453
	Iteration 21Q: 3 clusters Score -2.028091e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -20281002.000000 Penalty: 5939.064453
	Iteration 22Q: 3 clusters Score -2.0281e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20281072.000000 Penalty: 5939.064453
	Iteration 23Q: 3 clusters Score -2.028107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20281134.000000 Penalty: 5939.064453
	Iteration 24Q: 3 clusters Score -2.028113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20281130.000000 Penalty: 5939.064453
	Iteration 25Q: 3 clusters Score -2.028113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157673 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20281136.000000 Penalty: 5939.064453
	Iteration 26Q: 3 clusters Score -2.028114e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157699 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20281184.000000 Penalty: 5939.064453
	Iteration 27Q: 3 clusters Score -2.028118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20281190.000000 Penalty: 5939.064453
	Iteration 28Q: 3 clusters Score -2.028119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20281214.000000 Penalty: 5939.064453
	Iteration 29Q: 3 clusters Score -2.028121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -20281226.000000 Penalty: 5939.064453
	Iteration 30Q: 3 clusters Score -2.028123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -20281232.000000 Penalty: 5939.064453
	Iteration 31Q: 3 clusters Score -2.028123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -20281228.000000 Penalty: 5939.064453
	Iteration 32Q: 3 clusters Score -2.028123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -20281230.000000 Penalty: 5939.064453
	Iteration 33Q: 3 clusters Score -2.028123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157785 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -20281246.000000 Penalty: 5939.064453
	Iteration 34Q: 3 clusters Score -2.028125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157785 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -20281250.000000 Penalty: 5939.064453
	Iteration 35Q: 3 clusters Score -2.028125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -20281250.000000 Penalty: 5939.064453
	Iteration 36Q: 3 clusters Score -2.028125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157792 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20281252.000000 Penalty: 5939.064453
	Iteration 37Q: 3 clusters Score -2.028125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20281252.000000 Penalty: 5939.064453
	Iteration 38Q: 3 clusters Score -2.028125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20281264.000000 Penalty: 5939.064453
	Iteration 39Q: 3 clusters Score -2.028126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20281270.000000 Penalty: 5939.064453
	Iteration 40F: 3 clusters Score -2.028127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20281272.000000 Penalty: 5939.064453
	Iteration 41Q: 3 clusters Score -2.028127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20281272.000000 Penalty: 5939.064453
	Iteration 42F: 3 clusters Score -2.028127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (124420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Entering Unmasked Estep 
Score: -15997433.000000 Penalty: 2909.391846
	Iteration 0F: 2 clusters Score -1.599743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -15914392.000000 Penalty: 5818.783691
	Iteration 0F: 3 clusters Score -1.591439e+07 nChanged 59365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -15948476.000000 Penalty: 5818.783691
	Iteration 1F: 3 clusters Score -1.594848e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -15949282.000000 Penalty: 5818.783691
	Iteration 2Q: 3 clusters Score -1.594928e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -15950271.000000 Penalty: 5818.783691
	Iteration 3Q: 3 clusters Score -1.595027e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -15951803.000000 Penalty: 5818.783691
	Iteration 4Q: 3 clusters Score -1.59518e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -15954239.000000 Penalty: 5818.783691
	Iteration 5Q: 3 clusters Score -1.595424e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -15958024.000000 Penalty: 5818.783691
	Iteration 6F: 3 clusters Score -1.595802e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -15964060.000000 Penalty: 5818.783691
	Iteration 7F: 3 clusters Score -1.596406e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -15972020.000000 Penalty: 5818.783691
	Iteration 8F: 3 clusters Score -1.597202e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 101414 members 
Entering Unmasked Estep 
Score: -15980220.000000 Penalty: 5818.783691
	Iteration 9F: 3 clusters Score -1.598022e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -15986962.000000 Penalty: 5818.783691
	Iteration 10F: 3 clusters Score -1.598696e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -15991049.000000 Penalty: 5818.783691
	Iteration 11Q: 3 clusters Score -1.599105e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -15993210.000000 Penalty: 5818.783691
	Iteration 12Q: 3 clusters Score -1.599321e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -15994200.000000 Penalty: 5818.783691
	Iteration 13Q: 3 clusters Score -1.59942e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 116734 members 
Entering Unmasked Estep 
Score: -15994712.000000 Penalty: 5818.783691
	Iteration 14Q: 3 clusters Score -1.599471e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 117369 members 
Entering Unmasked Estep 
Score: -15994954.000000 Penalty: 5818.783691
	Iteration 15Q: 3 clusters Score -1.599495e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -15995144.000000 Penalty: 5818.783691
	Iteration 16Q: 3 clusters Score -1.599514e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 118276 members 
Entering Unmasked Estep 
Score: -15995260.000000 Penalty: 5818.783691
	Iteration 17Q: 3 clusters Score -1.599526e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
Score: -15995335.000000 Penalty: 5818.783691
	Iteration 18Q: 3 clusters Score -1.599534e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 118958 members 
Entering Unmasked Estep 
Score: -15995434.000000 Penalty: 5818.783691
	Iteration 19Q: 3 clusters Score -1.599543e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -15995479.000000 Penalty: 5818.783691
	Iteration 20F: 3 clusters Score -1.599548e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -15995503.000000 Penalty: 5818.783691
	Iteration 21Q: 3 clusters Score -1.59955e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 119717 members 
Entering Unmasked Estep 
Score: -15995527.000000 Penalty: 5818.783691
	Iteration 22Q: 3 clusters Score -1.599553e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 119903 members 
Entering Unmasked Estep 
Score: -15995532.000000 Penalty: 5818.783691
	Iteration 23Q: 3 clusters Score -1.599553e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 120048 members 
Entering Unmasked Estep 
Score: -15995530.000000 Penalty: 5818.783691
	Iteration 24Q: 3 clusters Score -1.599553e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -15995547.000000 Penalty: 5818.783691
	Iteration 25Q: 3 clusters Score -1.599555e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 120272 members 
Entering Unmasked Estep 
Score: -15995582.000000 Penalty: 5818.783691
	Iteration 26Q: 3 clusters Score -1.599558e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 120345 members 
Entering Unmasked Estep 
Score: -15995583.000000 Penalty: 5818.783691
	Iteration 27Q: 3 clusters Score -1.599558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 120415 members 
Entering Unmasked Estep 
Score: -15995620.000000 Penalty: 5818.783691
	Iteration 28Q: 3 clusters Score -1.599562e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 120479 members 
Entering Unmasked Estep 
Score: -15995612.000000 Penalty: 5818.783691
	Iteration 29Q: 3 clusters Score -1.599561e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 120534 members 
Entering Unmasked Estep 
Score: -15995625.000000 Penalty: 5818.783691
	Iteration 30Q: 3 clusters Score -1.599562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 120592 members 
Entering Unmasked Estep 
Score: -15995629.000000 Penalty: 5818.783691
	Iteration 31Q: 3 clusters Score -1.599563e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 120645 members 
Entering Unmasked Estep 
Score: -15995660.000000 Penalty: 5818.783691
	Iteration 32Q: 3 clusters Score -1.599566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -15995652.000000 Penalty: 5818.783691
	Iteration 33Q: 3 clusters Score -1.599565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -15995647.000000 Penalty: 5818.783691
	Iteration 34Q: 3 clusters Score -1.599565e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -15995673.000000 Penalty: 5818.783691
	Iteration 35Q: 3 clusters Score -1.599567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 120810 members 
Entering Unmasked Estep 
Score: -15995686.000000 Penalty: 5818.783691
	Iteration 36Q: 3 clusters Score -1.599569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 120844 members 
Entering Unmasked Estep 
Score: -15995694.000000 Penalty: 5818.783691
	Iteration 37Q: 3 clusters Score -1.599569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -15995716.000000 Penalty: 5818.783691
	Iteration 38Q: 3 clusters Score -1.599572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -15995708.000000 Penalty: 5818.783691
	Iteration 39Q: 3 clusters Score -1.599571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -15995716.000000 Penalty: 5818.783691
	Iteration 40F: 3 clusters Score -1.599572e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -15995725.000000 Penalty: 5818.783691
	Iteration 41Q: 3 clusters Score -1.599572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -15995725.000000 Penalty: 5818.783691
	Iteration 42Q: 3 clusters Score -1.599572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 121005 members 
Entering Unmasked Estep 
Score: -15995722.000000 Penalty: 5818.783691
	Iteration 43Q: 3 clusters Score -1.599572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 121033 members 
Entering Unmasked Estep 
Score: -15995734.000000 Penalty: 5818.783691
	Iteration 44Q: 3 clusters Score -1.599573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 121049 members 
Entering Unmasked Estep 
Score: -15995743.000000 Penalty: 5818.783691
	Iteration 45Q: 3 clusters Score -1.599574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 121063 members 
Entering Unmasked Estep 
Score: -15995737.000000 Penalty: 5818.783691
	Iteration 46Q: 3 clusters Score -1.599574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -15995752.000000 Penalty: 5818.783691
	Iteration 47Q: 3 clusters Score -1.599575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -15995757.000000 Penalty: 5818.783691
	Iteration 48Q: 3 clusters Score -1.599576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -15995742.000000 Penalty: 5818.783691
	Iteration 49Q: 3 clusters Score -1.599574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 121154 members 
Entering Unmasked Estep 
Score: -15995714.000000 Penalty: 5818.783691
	Iteration 50Q: 3 clusters Score -1.599571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -15995715.000000 Penalty: 5818.783691
	Iteration 51Q: 3 clusters Score -1.599572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -15995728.000000 Penalty: 5818.783691
	Iteration 52Q: 3 clusters Score -1.599573e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -15995731.000000 Penalty: 5818.783691
	Iteration 53Q: 3 clusters Score -1.599573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -15995734.000000 Penalty: 5818.783691
	Iteration 54Q: 3 clusters Score -1.599573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -15995724.000000 Penalty: 5818.783691
	Iteration 55Q: 3 clusters Score -1.599572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -15995742.000000 Penalty: 5818.783691
	Iteration 56Q: 3 clusters Score -1.599574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -15995733.000000 Penalty: 5818.783691
	Iteration 57Q: 3 clusters Score -1.599573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
Score: -15995750.000000 Penalty: 5818.783691
	Iteration 58Q: 3 clusters Score -1.599575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 121364 members 
Entering Unmasked Estep 
Score: -15995759.000000 Penalty: 5818.783691
	Iteration 59Q: 3 clusters Score -1.599576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 121385 members 
Entering Unmasked Estep 
Score: -15995770.000000 Penalty: 5818.783691
	Iteration 60F: 3 clusters Score -1.599577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 121406 members 
Entering Unmasked Estep 
Score: -15995758.000000 Penalty: 5818.783691
	Iteration 61Q: 3 clusters Score -1.599576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -15995761.000000 Penalty: 5818.783691
	Iteration 62Q: 3 clusters Score -1.599576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -15995759.000000 Penalty: 5818.783691
	Iteration 63Q: 3 clusters Score -1.599576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -15995769.000000 Penalty: 5818.783691
	Iteration 64Q: 3 clusters Score -1.599577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 121500 members 
Entering Unmasked Estep 
Score: -15995760.000000 Penalty: 5818.783691
	Iteration 65Q: 3 clusters Score -1.599576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -15995748.000000 Penalty: 5818.783691
	Iteration 66Q: 3 clusters Score -1.599575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 121547 members 
Entering Unmasked Estep 
Score: -15995755.000000 Penalty: 5818.783691
	Iteration 67Q: 3 clusters Score -1.599576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -15995765.000000 Penalty: 5818.783691
	Iteration 68Q: 3 clusters Score -1.599576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 121582 members 
Entering Unmasked Estep 
Score: -15995765.000000 Penalty: 5818.783691
	Iteration 69Q: 3 clusters Score -1.599576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 121594 members 
Entering Unmasked Estep 
Score: -15995785.000000 Penalty: 5818.783691
	Iteration 70Q: 3 clusters Score -1.599578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -15995781.000000 Penalty: 5818.783691
	Iteration 71Q: 3 clusters Score -1.599578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -15995772.000000 Penalty: 5818.783691
	Iteration 72Q: 3 clusters Score -1.599577e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 121642 members 
Entering Unmasked Estep 
Score: -15995767.000000 Penalty: 5818.783691
	Iteration 73Q: 3 clusters Score -1.599577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -15995762.000000 Penalty: 5818.783691
	Iteration 74Q: 3 clusters Score -1.599576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -15995766.000000 Penalty: 5818.783691
	Iteration 75Q: 3 clusters Score -1.599577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -15995750.000000 Penalty: 5818.783691
	Iteration 76Q: 3 clusters Score -1.599575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 121713 members 
Entering Unmasked Estep 
Score: -15995737.000000 Penalty: 5818.783691
	Iteration 77Q: 3 clusters Score -1.599574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 121733 members 
Entering Unmasked Estep 
Score: -15995736.000000 Penalty: 5818.783691
	Iteration 78Q: 3 clusters Score -1.599574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -15995754.000000 Penalty: 5818.783691
	Iteration 79Q: 3 clusters Score -1.599575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 121757 members 
Entering Unmasked Estep 
Score: -15995746.000000 Penalty: 5818.783691
	Iteration 80F: 3 clusters Score -1.599575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 121768 members 
Entering Unmasked Estep 
Score: -15995754.000000 Penalty: 5818.783691
	Iteration 81Q: 3 clusters Score -1.599575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 121779 members 
Entering Unmasked Estep 
Score: -15995751.000000 Penalty: 5818.783691
	Iteration 82Q: 3 clusters Score -1.599575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 121789 members 
Entering Unmasked Estep 
Score: -15995765.000000 Penalty: 5818.783691
	Iteration 83Q: 3 clusters Score -1.599576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 121797 members 
Entering Unmasked Estep 
Score: -15995765.000000 Penalty: 5818.783691
	Iteration 84Q: 3 clusters Score -1.599576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -15995776.000000 Penalty: 5818.783691
	Iteration 85Q: 3 clusters Score -1.599578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -15995778.000000 Penalty: 5818.783691
	Iteration 86Q: 3 clusters Score -1.599578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 121818 members 
Entering Unmasked Estep 
Score: -15995787.000000 Penalty: 5818.783691
	Iteration 87Q: 3 clusters Score -1.599579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -15995796.000000 Penalty: 5818.783691
	Iteration 88Q: 3 clusters Score -1.59958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 121831 members 
Entering Unmasked Estep 
Score: -15995787.000000 Penalty: 5818.783691
	Iteration 89Q: 3 clusters Score -1.599579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 121835 members 
Entering Unmasked Estep 
Score: -15995797.000000 Penalty: 5818.783691
	Iteration 90Q: 3 clusters Score -1.59958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -15995798.000000 Penalty: 5818.783691
	Iteration 91Q: 3 clusters Score -1.59958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 121841 members 
Entering Unmasked Estep 
Score: -15995793.000000 Penalty: 5818.783691
	Iteration 92Q: 3 clusters Score -1.599579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -15995786.000000 Penalty: 5818.783691
	Iteration 93Q: 3 clusters Score -1.599579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -15995797.000000 Penalty: 5818.783691
	Iteration 94Q: 3 clusters Score -1.59958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -15995793.000000 Penalty: 5818.783691
	Iteration 95Q: 3 clusters Score -1.599579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -15995793.000000 Penalty: 5818.783691
	Iteration 96Q: 3 clusters Score -1.599579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 121854 members 
Entering Unmasked Estep 
Score: -15995791.000000 Penalty: 5818.783691
	Iteration 97Q: 3 clusters Score -1.599579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 121858 members 
Entering Unmasked Estep 
Score: -15995790.000000 Penalty: 5818.783691
	Iteration 98Q: 3 clusters Score -1.599579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -15995781.000000 Penalty: 5818.783691
	Iteration 99Q: 3 clusters Score -1.599578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -15995789.000000 Penalty: 5818.783691
	Iteration 100F: 3 clusters Score -1.599579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -15995789.000000 Penalty: 5818.783691
	Iteration 101Q: 3 clusters Score -1.599579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 121877 members 
Entering Unmasked Estep 
Score: -15995785.000000 Penalty: 5818.783691
	Iteration 102Q: 3 clusters Score -1.599578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -15995787.000000 Penalty: 5818.783691
	Iteration 103Q: 3 clusters Score -1.599579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -15995805.000000 Penalty: 5818.783691
	Iteration 104Q: 3 clusters Score -1.59958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -15995810.000000 Penalty: 5818.783691
	Iteration 105Q: 3 clusters Score -1.599581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 121907 members 
Entering Unmasked Estep 
Score: -15995813.000000 Penalty: 5818.783691
	Iteration 106Q: 3 clusters Score -1.599581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -15995800.000000 Penalty: 5818.783691
	Iteration 107Q: 3 clusters Score -1.59958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -15995809.000000 Penalty: 5818.783691
	Iteration 108Q: 3 clusters Score -1.599581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 121926 members 
Entering Unmasked Estep 
Score: -15995792.000000 Penalty: 5818.783691
	Iteration 109Q: 3 clusters Score -1.599579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 121936 members 
Entering Unmasked Estep 
Score: -15995792.000000 Penalty: 5818.783691
	Iteration 110Q: 3 clusters Score -1.599579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 121942 members 
Entering Unmasked Estep 
Score: -15995797.000000 Penalty: 5818.783691
	Iteration 111Q: 3 clusters Score -1.59958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -15995810.000000 Penalty: 5818.783691
	Iteration 112Q: 3 clusters Score -1.599581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -15995805.000000 Penalty: 5818.783691
	Iteration 113Q: 3 clusters Score -1.59958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 121959 members 
Entering Unmasked Estep 
Score: -15995814.000000 Penalty: 5818.783691
	Iteration 114Q: 3 clusters Score -1.599581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 121968 members 
Entering Unmasked Estep 
Score: -15995806.000000 Penalty: 5818.783691
	Iteration 115Q: 3 clusters Score -1.599581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 121973 members 
Entering Unmasked Estep 
Score: -15995799.000000 Penalty: 5818.783691
	Iteration 116Q: 3 clusters Score -1.59958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -15995794.000000 Penalty: 5818.783691
	Iteration 117Q: 3 clusters Score -1.599579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -15995783.000000 Penalty: 5818.783691
	Iteration 118Q: 3 clusters Score -1.599578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -15995790.000000 Penalty: 5818.783691
	Iteration 119Q: 3 clusters Score -1.599579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -15995806.000000 Penalty: 5818.783691
	Iteration 120F: 3 clusters Score -1.599581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -15995806.000000 Penalty: 5818.783691
	Iteration 121Q: 3 clusters Score -1.599581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 122004 members 
Entering Unmasked Estep 
Score: -15995791.000000 Penalty: 5818.783691
	Iteration 122Q: 3 clusters Score -1.599579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -15995793.000000 Penalty: 5818.783691
	Iteration 123Q: 3 clusters Score -1.599579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -15995794.000000 Penalty: 5818.783691
	Iteration 124Q: 3 clusters Score -1.599579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -15995794.000000 Penalty: 5818.783691
	Iteration 125F: 3 clusters Score -1.599579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Entering Unmasked Estep 
Score: -8694249.000000 Penalty: 2756.412109
	Iteration 0F: 2 clusters Score -8694249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -8649190.000000 Penalty: 5512.824219
	Iteration 0F: 3 clusters Score -8649190 nChanged 31480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -8666967.000000 Penalty: 5512.824219
	Iteration 1F: 3 clusters Score -8666967 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8667573.000000 Penalty: 5512.824219
	Iteration 2Q: 3 clusters Score -8667573 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -8668364.000000 Penalty: 5512.824219
	Iteration 3Q: 3 clusters Score -8668364 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -8669132.000000 Penalty: 5512.824219
	Iteration 4Q: 3 clusters Score -8669132 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -8670215.000000 Penalty: 5512.824219
	Iteration 5Q: 3 clusters Score -8670215 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8671686.000000 Penalty: 5512.824219
	Iteration 6Q: 3 clusters Score -8671686 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -8673747.000000 Penalty: 5512.824219
	Iteration 7F: 3 clusters Score -8673747 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -8676728.000000 Penalty: 5512.824219
	Iteration 8F: 3 clusters Score -8676728 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -8680622.000000 Penalty: 5512.824219
	Iteration 9F: 3 clusters Score -8680622 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -8683890.000000 Penalty: 5512.824219
	Iteration 10F: 3 clusters Score -8683890 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -8685544.000000 Penalty: 5512.824219
	Iteration 11Q: 3 clusters Score -8685544 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -8686114.000000 Penalty: 5512.824219
	Iteration 12Q: 3 clusters Score -8686114 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8686552.000000 Penalty: 5512.824219
	Iteration 13Q: 3 clusters Score -8686552 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8686788.000000 Penalty: 5512.824219
	Iteration 14Q: 3 clusters Score -8686788 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8687038.000000 Penalty: 5512.824219
	Iteration 15Q: 3 clusters Score -8687038 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -8687182.000000 Penalty: 5512.824219
	Iteration 16Q: 3 clusters Score -8687182 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8687327.000000 Penalty: 5512.824219
	Iteration 17Q: 3 clusters Score -8687327 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8687481.000000 Penalty: 5512.824219
	Iteration 18Q: 3 clusters Score -8687481 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -8687650.000000 Penalty: 5512.824219
	Iteration 19Q: 3 clusters Score -8687650 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8687795.000000 Penalty: 5512.824219
	Iteration 20F: 3 clusters Score -8687795 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -8687907.000000 Penalty: 5512.824219
	Iteration 21Q: 3 clusters Score -8687907 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -8688004.000000 Penalty: 5512.824219
	Iteration 22Q: 3 clusters Score -8688004 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -8688113.000000 Penalty: 5512.824219
	Iteration 23Q: 3 clusters Score -8688113 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -8688216.000000 Penalty: 5512.824219
	Iteration 24Q: 3 clusters Score -8688216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -8688341.000000 Penalty: 5512.824219
	Iteration 25Q: 3 clusters Score -8688341 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -8688480.000000 Penalty: 5512.824219
	Iteration 26Q: 3 clusters Score -8688480 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -8688617.000000 Penalty: 5512.824219
	Iteration 27Q: 3 clusters Score -8688617 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -8688759.000000 Penalty: 5512.824219
	Iteration 28Q: 3 clusters Score -8688759 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -8688868.000000 Penalty: 5512.824219
	Iteration 29Q: 3 clusters Score -8688868 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -8688990.000000 Penalty: 5512.824219
	Iteration 30Q: 3 clusters Score -8688990 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -8689085.000000 Penalty: 5512.824219
	Iteration 31Q: 3 clusters Score -8689085 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -8689188.000000 Penalty: 5512.824219
	Iteration 32Q: 3 clusters Score -8689188 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -8689347.000000 Penalty: 5512.824219
	Iteration 33Q: 3 clusters Score -8689347 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -8689499.000000 Penalty: 5512.824219
	Iteration 34Q: 3 clusters Score -8689499 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -8689583.000000 Penalty: 5512.824219
	Iteration 35Q: 3 clusters Score -8689583 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -8689727.000000 Penalty: 5512.824219
	Iteration 36Q: 3 clusters Score -8689727 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -8689858.000000 Penalty: 5512.824219
	Iteration 37Q: 3 clusters Score -8689858 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -8690036.000000 Penalty: 5512.824219
	Iteration 38Q: 3 clusters Score -8690036 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -8690173.000000 Penalty: 5512.824219
	Iteration 39Q: 3 clusters Score -8690173 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -8690329.000000 Penalty: 5512.824219
	Iteration 40F: 3 clusters Score -8690329 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -8690491.000000 Penalty: 5512.824219
	Iteration 41Q: 3 clusters Score -8690491 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -8690597.000000 Penalty: 5512.824219
	Iteration 42Q: 3 clusters Score -8690597 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -8690705.000000 Penalty: 5512.824219
	Iteration 43Q: 3 clusters Score -8690705 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -8690837.000000 Penalty: 5512.824219
	Iteration 44Q: 3 clusters Score -8690837 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -8690931.000000 Penalty: 5512.824219
	Iteration 45Q: 3 clusters Score -8690931 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -8691019.000000 Penalty: 5512.824219
	Iteration 46Q: 3 clusters Score -8691019 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -8691081.000000 Penalty: 5512.824219
	Iteration 47Q: 3 clusters Score -8691081 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -8691151.000000 Penalty: 5512.824219
	Iteration 48Q: 3 clusters Score -8691151 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -8691216.000000 Penalty: 5512.824219
	Iteration 49Q: 3 clusters Score -8691216 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -8691305.000000 Penalty: 5512.824219
	Iteration 50Q: 3 clusters Score -8691305 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -8691362.000000 Penalty: 5512.824219
	Iteration 51Q: 3 clusters Score -8691362 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -8691459.000000 Penalty: 5512.824219
	Iteration 52Q: 3 clusters Score -8691459 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -8691523.000000 Penalty: 5512.824219
	Iteration 53Q: 3 clusters Score -8691523 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -8691573.000000 Penalty: 5512.824219
	Iteration 54Q: 3 clusters Score -8691573 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -8691634.000000 Penalty: 5512.824219
	Iteration 55Q: 3 clusters Score -8691634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -8691682.000000 Penalty: 5512.824219
	Iteration 56Q: 3 clusters Score -8691682 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8691777.000000 Penalty: 5512.824219
	Iteration 57Q: 3 clusters Score -8691777 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -8691824.000000 Penalty: 5512.824219
	Iteration 58Q: 3 clusters Score -8691824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -8691848.000000 Penalty: 5512.824219
	Iteration 59Q: 3 clusters Score -8691848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -8691905.000000 Penalty: 5512.824219
	Iteration 60F: 3 clusters Score -8691905 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -8691941.000000 Penalty: 5512.824219
	Iteration 61Q: 3 clusters Score -8691941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -8691986.000000 Penalty: 5512.824219
	Iteration 62Q: 3 clusters Score -8691986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -8692026.000000 Penalty: 5512.824219
	Iteration 63Q: 3 clusters Score -8692026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -8692031.000000 Penalty: 5512.824219
	Iteration 64Q: 3 clusters Score -8692031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8692061.000000 Penalty: 5512.824219
	Iteration 65Q: 3 clusters Score -8692061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -8692086.000000 Penalty: 5512.824219
	Iteration 66Q: 3 clusters Score -8692086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -8692113.000000 Penalty: 5512.824219
	Iteration 67Q: 3 clusters Score -8692113 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -8692139.000000 Penalty: 5512.824219
	Iteration 68Q: 3 clusters Score -8692139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -8692158.000000 Penalty: 5512.824219
	Iteration 69Q: 3 clusters Score -8692158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -8692170.000000 Penalty: 5512.824219
	Iteration 70Q: 3 clusters Score -8692170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -8692173.000000 Penalty: 5512.824219
	Iteration 71Q: 3 clusters Score -8692173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -8692178.000000 Penalty: 5512.824219
	Iteration 72Q: 3 clusters Score -8692178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -8692199.000000 Penalty: 5512.824219
	Iteration 73Q: 3 clusters Score -8692199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -8692206.000000 Penalty: 5512.824219
	Iteration 74Q: 3 clusters Score -8692206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -8692210.000000 Penalty: 5512.824219
	Iteration 75Q: 3 clusters Score -8692210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8692223.000000 Penalty: 5512.824219
	Iteration 76Q: 3 clusters Score -8692223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -8692233.000000 Penalty: 5512.824219
	Iteration 77Q: 3 clusters Score -8692233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -8692240.000000 Penalty: 5512.824219
	Iteration 78Q: 3 clusters Score -8692240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -8692237.000000 Penalty: 5512.824219
	Iteration 79Q: 3 clusters Score -8692237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -8692235.000000 Penalty: 5512.824219
	Iteration 80F: 3 clusters Score -8692235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -8692242.000000 Penalty: 5512.824219
	Iteration 81Q: 3 clusters Score -8692242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -8692244.000000 Penalty: 5512.824219
	Iteration 82Q: 3 clusters Score -8692244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -8692239.000000 Penalty: 5512.824219
	Iteration 83Q: 3 clusters Score -8692239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -8692252.000000 Penalty: 5512.824219
	Iteration 84Q: 3 clusters Score -8692252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -8692251.000000 Penalty: 5512.824219
	Iteration 85Q: 3 clusters Score -8692251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -8692253.000000 Penalty: 5512.824219
	Iteration 86Q: 3 clusters Score -8692253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -8692259.000000 Penalty: 5512.824219
	Iteration 87Q: 3 clusters Score -8692259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -8692259.000000 Penalty: 5512.824219
	Iteration 88Q: 3 clusters Score -8692259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -8692265.000000 Penalty: 5512.824219
	Iteration 89Q: 3 clusters Score -8692265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -8692266.000000 Penalty: 5512.824219
	Iteration 90Q: 3 clusters Score -8692266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -8692264.000000 Penalty: 5512.824219
	Iteration 91Q: 3 clusters Score -8692264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -8692261.000000 Penalty: 5512.824219
	Iteration 92Q: 3 clusters Score -8692261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -8692262.000000 Penalty: 5512.824219
	Iteration 93Q: 3 clusters Score -8692262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -8692256.000000 Penalty: 5512.824219
	Iteration 94Q: 3 clusters Score -8692256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -8692258.000000 Penalty: 5512.824219
	Iteration 95Q: 3 clusters Score -8692258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -8692254.000000 Penalty: 5512.824219
	Iteration 96Q: 3 clusters Score -8692254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -8692255.000000 Penalty: 5512.824219
	Iteration 97Q: 3 clusters Score -8692255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -8692255.000000 Penalty: 5512.824219
	Iteration 98F: 3 clusters Score -8692255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79273.445312 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79273.45 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 360 members 
Entering Unmasked Estep 
Score: -77640.882812 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -77640.88 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77974.742188 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77974.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78131.546875 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78131.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78244.093750 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -78244.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78319.710938 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -78319.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78347.757812 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78347.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78432.320312 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -78432.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78474.742188 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -78474.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78511.085938 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -78511.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78537.062500 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -78537.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78557.812500 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -78557.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78572.015625 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -78572.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78588.734375 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -78588.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78599.851562 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -78599.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78607.132812 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -78607.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78613.726562 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -78613.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78616.671875 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -78616.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78618.421875 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -78618.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78620.632812 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -78620.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78620.632812 Penalty: 3245.780273
	Iteration 19F: 3 clusters Score -78620.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216358 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77544 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185776 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89921 members 
Mstep: Class 12 contains 220717 members 
Mstep: Class 14 contains 28219 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158565 members 
Mstep: Class 21 contains 124420 members 
Mstep: Class 22 contains 67142 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699408.000000 Penalty: 65918.976562
Iteration 199Q: 20 clusters Score -1.496994e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216363 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77535 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185767 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89913 members 
Mstep: Class 12 contains 220751 members 
Mstep: Class 14 contains 28217 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5638 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158558 members 
Mstep: Class 21 contains 124411 members 
Mstep: Class 22 contains 67135 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699408.000000 Penalty: 65918.976562
Iteration 200F: 20 clusters Score -1.496994e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216364 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6021 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77533 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185758 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89911 members 
Mstep: Class 12 contains 220771 members 
Mstep: Class 14 contains 28211 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5644 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158558 members 
Mstep: Class 21 contains 124405 members 
Mstep: Class 22 contains 67128 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699536.000000 Penalty: 65918.976562
Iteration 201Q: 20 clusters Score -1.496995e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216356 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77535 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185758 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89903 members 
Mstep: Class 12 contains 220801 members 
Mstep: Class 14 contains 28208 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158553 members 
Mstep: Class 21 contains 124402 members 
Mstep: Class 22 contains 67120 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699376.000000 Penalty: 65918.976562
Iteration 202Q: 20 clusters Score -1.496994e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216355 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6025 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77540 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185764 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89898 members 
Mstep: Class 12 contains 220819 members 
Mstep: Class 14 contains 28208 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5649 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158545 members 
Mstep: Class 21 contains 124392 members 
Mstep: Class 22 contains 67109 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699440.000000 Penalty: 65918.976562
Iteration 203Q: 20 clusters Score -1.496994e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216351 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6028 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77538 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185762 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89898 members 
Mstep: Class 12 contains 220842 members 
Mstep: Class 14 contains 28206 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5650 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158543 members 
Mstep: Class 21 contains 124384 members 
Mstep: Class 22 contains 67102 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699408.000000 Penalty: 65918.976562
Iteration 204Q: 20 clusters Score -1.496994e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216345 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77536 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185759 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89898 members 
Mstep: Class 12 contains 220860 members 
Mstep: Class 14 contains 28200 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158549 members 
Mstep: Class 21 contains 124379 members 
Mstep: Class 22 contains 67097 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699360.000000 Penalty: 65918.976562
Iteration 205Q: 20 clusters Score -1.496994e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216345 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77537 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185758 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89896 members 
Mstep: Class 12 contains 220877 members 
Mstep: Class 14 contains 28199 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5653 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158546 members 
Mstep: Class 21 contains 124369 members 
Mstep: Class 22 contains 67094 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699296.000000 Penalty: 65918.976562
Iteration 206Q: 20 clusters Score -1.496993e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216351 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77535 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185752 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89895 members 
Mstep: Class 12 contains 220890 members 
Mstep: Class 14 contains 28199 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158549 members 
Mstep: Class 21 contains 124361 members 
Mstep: Class 22 contains 67086 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699312.000000 Penalty: 65918.976562
Iteration 207Q: 20 clusters Score -1.496993e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216360 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77534 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185746 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89889 members 
Mstep: Class 12 contains 220913 members 
Mstep: Class 14 contains 28193 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158548 members 
Mstep: Class 21 contains 124356 members 
Mstep: Class 22 contains 67079 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699312.000000 Penalty: 65918.976562
Iteration 208Q: 20 clusters Score -1.496993e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216359 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77533 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185745 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89884 members 
Mstep: Class 12 contains 220934 members 
Mstep: Class 14 contains 28192 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158546 members 
Mstep: Class 21 contains 124351 members 
Mstep: Class 22 contains 67074 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 65918.976562
Iteration 209Q: 20 clusters Score -1.496992e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216369 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77526 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185742 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89880 members 
Mstep: Class 12 contains 220961 members 
Mstep: Class 14 contains 28193 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158542 members 
Mstep: Class 21 contains 124338 members 
Mstep: Class 22 contains 67067 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699264.000000 Penalty: 65918.976562
Iteration 210Q: 20 clusters Score -1.496993e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216361 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77521 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185742 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89880 members 
Mstep: Class 12 contains 220980 members 
Mstep: Class 14 contains 28193 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158545 members 
Mstep: Class 21 contains 124330 members 
Mstep: Class 22 contains 67066 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699280.000000 Penalty: 65918.976562
Iteration 211Q: 20 clusters Score -1.496993e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216358 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77516 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185748 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89879 members 
Mstep: Class 12 contains 220997 members 
Mstep: Class 14 contains 28194 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 158544 members 
Mstep: Class 21 contains 124322 members 
Mstep: Class 22 contains 67060 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699376.000000 Penalty: 65918.976562
Iteration 212Q: 20 clusters Score -1.496994e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216362 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77515 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185755 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89878 members 
Mstep: Class 12 contains 221011 members 
Mstep: Class 14 contains 28189 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5656 members 
Mstep: Class 19 contains 1865 members 
Mstep: Class 20 contains 158542 members 
Mstep: Class 21 contains 124312 members 
Mstep: Class 22 contains 67055 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699328.000000 Penalty: 65918.976562
Iteration 213Q: 20 clusters Score -1.496993e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216358 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185756 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89878 members 
Mstep: Class 12 contains 221033 members 
Mstep: Class 14 contains 28184 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 158539 members 
Mstep: Class 21 contains 124303 members 
Mstep: Class 22 contains 67054 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699280.000000 Penalty: 65918.976562
Iteration 214Q: 20 clusters Score -1.496993e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216369 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77511 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185757 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89877 members 
Mstep: Class 12 contains 221046 members 
Mstep: Class 14 contains 28178 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5658 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158540 members 
Mstep: Class 21 contains 124292 members 
Mstep: Class 22 contains 67049 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699328.000000 Penalty: 65918.976562
Iteration 215Q: 20 clusters Score -1.496993e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216370 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185754 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89875 members 
Mstep: Class 12 contains 221062 members 
Mstep: Class 14 contains 28172 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158539 members 
Mstep: Class 21 contains 124286 members 
Mstep: Class 22 contains 67048 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699264.000000 Penalty: 65918.976562
Iteration 216Q: 20 clusters Score -1.496993e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216376 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185755 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89870 members 
Mstep: Class 12 contains 221071 members 
Mstep: Class 14 contains 28170 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5660 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158535 members 
Mstep: Class 21 contains 124280 members 
Mstep: Class 22 contains 67046 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699264.000000 Penalty: 65918.976562
Iteration 217Q: 20 clusters Score -1.496993e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216389 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77516 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185752 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89865 members 
Mstep: Class 12 contains 221077 members 
Mstep: Class 14 contains 28168 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5661 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158530 members 
Mstep: Class 21 contains 124275 members 
Mstep: Class 22 contains 67044 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699264.000000 Penalty: 65918.976562
Iteration 218Q: 20 clusters Score -1.496993e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216394 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77515 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185756 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89860 members 
Mstep: Class 12 contains 221091 members 
Mstep: Class 14 contains 28167 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158524 members 
Mstep: Class 21 contains 124265 members 
Mstep: Class 22 contains 67043 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 65918.976562
Iteration 219Q: 20 clusters Score -1.496992e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216405 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185760 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89853 members 
Mstep: Class 12 contains 221103 members 
Mstep: Class 14 contains 28164 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 124255 members 
Mstep: Class 22 contains 67044 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 65918.976562
Iteration 220F: 20 clusters Score -1.496992e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216408 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185761 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89849 members 
Mstep: Class 12 contains 221114 members 
Mstep: Class 14 contains 28163 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158514 members 
Mstep: Class 21 contains 124253 members 
Mstep: Class 22 contains 67041 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 221Q: 20 clusters Score -1.496992e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216409 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77513 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185760 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89847 members 
Mstep: Class 12 contains 221118 members 
Mstep: Class 14 contains 28162 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158512 members 
Mstep: Class 21 contains 124254 members 
Mstep: Class 22 contains 67040 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 222Q: 20 clusters Score -1.496992e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216408 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77511 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185764 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89845 members 
Mstep: Class 12 contains 221136 members 
Mstep: Class 14 contains 28155 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158509 members 
Mstep: Class 21 contains 124251 members 
Mstep: Class 22 contains 67036 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 223Q: 20 clusters Score -1.496992e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216406 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77511 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185764 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89841 members 
Mstep: Class 12 contains 221149 members 
Mstep: Class 14 contains 28152 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158504 members 
Mstep: Class 21 contains 124250 members 
Mstep: Class 22 contains 67038 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 224Q: 20 clusters Score -1.496992e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216422 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77510 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185768 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89835 members 
Mstep: Class 12 contains 221154 members 
Mstep: Class 14 contains 28149 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158494 members 
Mstep: Class 21 contains 124245 members 
Mstep: Class 22 contains 67038 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 65918.976562
Iteration 225Q: 20 clusters Score -1.496992e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216428 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77508 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185768 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89831 members 
Mstep: Class 12 contains 221166 members 
Mstep: Class 14 contains 28149 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158490 members 
Mstep: Class 21 contains 124236 members 
Mstep: Class 22 contains 67039 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 226Q: 20 clusters Score -1.496992e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216430 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77509 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185770 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221174 members 
Mstep: Class 14 contains 28148 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158485 members 
Mstep: Class 21 contains 124231 members 
Mstep: Class 22 contains 67038 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 227Q: 20 clusters Score -1.496991e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216434 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77509 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185767 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 12 contains 221181 members 
Mstep: Class 14 contains 28145 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158483 members 
Mstep: Class 21 contains 124233 members 
Mstep: Class 22 contains 67037 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 228Q: 20 clusters Score -1.496991e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216438 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77510 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185767 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89819 members 
Mstep: Class 12 contains 221193 members 
Mstep: Class 14 contains 28143 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158479 members 
Mstep: Class 21 contains 124229 members 
Mstep: Class 22 contains 67037 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 229Q: 20 clusters Score -1.496991e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216442 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77511 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185768 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89818 members 
Mstep: Class 12 contains 221203 members 
Mstep: Class 14 contains 28139 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158474 members 
Mstep: Class 21 contains 124223 members 
Mstep: Class 22 contains 67037 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 230Q: 20 clusters Score -1.496992e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216446 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185763 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89818 members 
Mstep: Class 12 contains 221203 members 
Mstep: Class 14 contains 28136 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158479 members 
Mstep: Class 21 contains 124219 members 
Mstep: Class 22 contains 67039 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 231Q: 20 clusters Score -1.496992e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216447 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77513 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185761 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89818 members 
Mstep: Class 12 contains 221208 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158481 members 
Mstep: Class 21 contains 124218 members 
Mstep: Class 22 contains 67038 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 232Q: 20 clusters Score -1.496992e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216452 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185759 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89819 members 
Mstep: Class 12 contains 221212 members 
Mstep: Class 14 contains 28130 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158477 members 
Mstep: Class 21 contains 124217 members 
Mstep: Class 22 contains 67035 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 233Q: 20 clusters Score -1.496992e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216450 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77513 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185758 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221218 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158479 members 
Mstep: Class 21 contains 124214 members 
Mstep: Class 22 contains 67035 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 234Q: 20 clusters Score -1.496992e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216450 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77513 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185756 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221226 members 
Mstep: Class 14 contains 28126 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158478 members 
Mstep: Class 21 contains 124211 members 
Mstep: Class 22 contains 67035 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 235Q: 20 clusters Score -1.496992e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216450 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185757 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221238 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158474 members 
Mstep: Class 21 contains 124206 members 
Mstep: Class 22 contains 67033 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 236Q: 20 clusters Score -1.496991e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216455 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185754 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89818 members 
Mstep: Class 12 contains 221250 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158471 members 
Mstep: Class 21 contains 124199 members 
Mstep: Class 22 contains 67031 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 237Q: 20 clusters Score -1.496991e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216454 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185758 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89816 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158469 members 
Mstep: Class 21 contains 124191 members 
Mstep: Class 22 contains 67031 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 238Q: 20 clusters Score -1.496991e+08 nChanged 36
Entering ConstructFrom: 
Score: -149699120.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (216463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216463 members 
Entering Unmasked Estep 
Score: -27811758.000000 Penalty: 3046.723389
	Iteration 0F: 2 clusters Score -2.781176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -27673956.000000 Penalty: 6093.446777
	Iteration 0F: 3 clusters Score -2.767396e+07 nChanged 104451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -27736392.000000 Penalty: 6093.446777
	Iteration 1F: 3 clusters Score -2.773639e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112671 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -27737896.000000 Penalty: 6093.446777
	Iteration 2Q: 3 clusters Score -2.77379e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -27739748.000000 Penalty: 6093.446777
	Iteration 3Q: 3 clusters Score -2.773975e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -27742198.000000 Penalty: 6093.446777
	Iteration 4Q: 3 clusters Score -2.77422e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -27745478.000000 Penalty: 6093.446777
	Iteration 5Q: 3 clusters Score -2.774548e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133976 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -27750972.000000 Penalty: 6093.446777
	Iteration 6Q: 3 clusters Score -2.775097e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145693 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -27759000.000000 Penalty: 6093.446777
	Iteration 7F: 3 clusters Score -2.7759e+07 nChanged 14963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160356 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -27769986.000000 Penalty: 6093.446777
	Iteration 8F: 3 clusters Score -2.776999e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176025 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -27782306.000000 Penalty: 6093.446777
	Iteration 9F: 3 clusters Score -2.778231e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189629 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -27792246.000000 Penalty: 6093.446777
	Iteration 10F: 3 clusters Score -2.779225e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -27798592.000000 Penalty: 6093.446777
	Iteration 11Q: 3 clusters Score -2.779859e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205554 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -27802696.000000 Penalty: 6093.446777
	Iteration 12Q: 3 clusters Score -2.78027e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209479 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -27805258.000000 Penalty: 6093.446777
	Iteration 13Q: 3 clusters Score -2.780526e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211829 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -27806620.000000 Penalty: 6093.446777
	Iteration 14Q: 3 clusters Score -2.780662e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213229 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -27807514.000000 Penalty: 6093.446777
	Iteration 15Q: 3 clusters Score -2.780751e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214046 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -27808116.000000 Penalty: 6093.446777
	Iteration 16Q: 3 clusters Score -2.780812e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214546 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -27808416.000000 Penalty: 6093.446777
	Iteration 17Q: 3 clusters Score -2.780842e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214860 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -27808600.000000 Penalty: 6093.446777
	Iteration 18Q: 3 clusters Score -2.78086e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215046 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -27808760.000000 Penalty: 6093.446777
	Iteration 19Q: 3 clusters Score -2.780876e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215192 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -27808826.000000 Penalty: 6093.446777
	Iteration 20F: 3 clusters Score -2.780883e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215291 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -27808876.000000 Penalty: 6093.446777
	Iteration 21Q: 3 clusters Score -2.780888e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215379 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -27808992.000000 Penalty: 6093.446777
	Iteration 22Q: 3 clusters Score -2.780899e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215425 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -27809012.000000 Penalty: 6093.446777
	Iteration 23Q: 3 clusters Score -2.780901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215471 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -27809024.000000 Penalty: 6093.446777
	Iteration 24Q: 3 clusters Score -2.780902e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215503 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -27809022.000000 Penalty: 6093.446777
	Iteration 25Q: 3 clusters Score -2.780902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215529 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -27809028.000000 Penalty: 6093.446777
	Iteration 26Q: 3 clusters Score -2.780903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215550 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27809056.000000 Penalty: 6093.446777
	Iteration 27Q: 3 clusters Score -2.780906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215561 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -27809062.000000 Penalty: 6093.446777
	Iteration 28Q: 3 clusters Score -2.780906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215567 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -27809060.000000 Penalty: 6093.446777
	Iteration 29Q: 3 clusters Score -2.780906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215573 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -27809052.000000 Penalty: 6093.446777
	Iteration 30Q: 3 clusters Score -2.780905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215577 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -27809074.000000 Penalty: 6093.446777
	Iteration 31Q: 3 clusters Score -2.780907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215582 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -27809056.000000 Penalty: 6093.446777
	Iteration 32Q: 3 clusters Score -2.780906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215587 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -27809068.000000 Penalty: 6093.446777
	Iteration 33Q: 3 clusters Score -2.780907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215590 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -27809080.000000 Penalty: 6093.446777
	Iteration 34Q: 3 clusters Score -2.780908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -27809088.000000 Penalty: 6093.446777
	Iteration 35Q: 3 clusters Score -2.780909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -27809084.000000 Penalty: 6093.446777
	Iteration 36Q: 3 clusters Score -2.780908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -27809088.000000 Penalty: 6093.446777
	Iteration 37Q: 3 clusters Score -2.780909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215595 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -27809092.000000 Penalty: 6093.446777
	Iteration 38Q: 3 clusters Score -2.780909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215594 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -27809082.000000 Penalty: 6093.446777
	Iteration 39Q: 3 clusters Score -2.780908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215595 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -27809092.000000 Penalty: 6093.446777
	Iteration 40F: 3 clusters Score -2.780909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -68412.867188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -68412.87 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 334 members 
Entering Unmasked Estep 
Score: -66798.937500 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -66798.94 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67415.304688 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -67415.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67800.585938 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -67800.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68115.437500 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -68115.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68415.257812 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -68415.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68737.242188 Penalty: 3238.591797
	Iteration 5F: 3 clusters Score -68737.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68946.929688 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -68946.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69045.132812 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -69045.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -69247.046875 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -69247.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69530.929688 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -69530.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69535.867188 Penalty: 3238.591797
	Iteration 10F: 3 clusters Score -69535.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69594.632812 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -69594.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69594.632812 Penalty: 3238.591797
	Iteration 12F: 3 clusters Score -69594.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185762 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89815 members 
Mstep: Class 11 contains 214 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158465 members 
Mstep: Class 21 contains 124181 members 
Mstep: Class 22 contains 67030 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149698416.000000 Penalty: 69388.398438
Splitting cluster 2 changes total score from -149699120.000000 to -149698416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -546150.625000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -546150.6 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 2185 members 
Entering Unmasked Estep 
Score: -542005.687500 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -542005.7 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -542946.750000 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -542946.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -543103.500000 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -543103.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -543204.937500 Penalty: 4157.615723
	Iteration 3Q: 3 clusters Score -543204.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -543282.625000 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -543282.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -543344.875000 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -543344.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -543395.562500 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -543395.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -543442.437500 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -543442.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543478.250000 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -543478.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -543514.875000 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -543514.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -543540.250000 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -543540.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -543559.062500 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -543559.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -543575.062500 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -543575.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -543593.250000 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -543593.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -543609.625000 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -543609.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -543625.250000 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -543625.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -543640.750000 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -543640.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -543652.312500 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -543652.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -543664.312500 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -543664.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -543675.500000 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -543675.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -543690.562500 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -543690.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -543708.562500 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -543708.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -543726.187500 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -543726.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -543739.437500 Penalty: 4157.615723
	Iteration 23Q: 3 clusters Score -543739.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -543752.812500 Penalty: 4157.615723
	Iteration 24Q: 3 clusters Score -543752.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -543763.187500 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -543763.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -543771.500000 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -543771.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -543781.125000 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -543781.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -543790.562500 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -543790.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -543803.312500 Penalty: 4157.615723
	Iteration 29Q: 3 clusters Score -543803.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -543818.062500 Penalty: 4157.615723
	Iteration 30Q: 3 clusters Score -543818.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -543832.750000 Penalty: 4157.615723
	Iteration 31Q: 3 clusters Score -543832.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -543849.187500 Penalty: 4157.615723
	Iteration 32Q: 3 clusters Score -543849.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -543867.375000 Penalty: 4157.615723
	Iteration 33Q: 3 clusters Score -543867.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -543892.562500 Penalty: 4157.615723
	Iteration 34Q: 3 clusters Score -543892.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -543918.687500 Penalty: 4157.615723
	Iteration 35Q: 3 clusters Score -543918.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -543962.375000 Penalty: 4157.615723
	Iteration 36Q: 3 clusters Score -543962.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -544027.437500 Penalty: 4157.615723
	Iteration 37Q: 3 clusters Score -544027.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -544152.937500 Penalty: 4157.615723
	Iteration 38Q: 3 clusters Score -544152.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -544302.937500 Penalty: 4157.615723
	Iteration 39Q: 3 clusters Score -544302.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -544462.375000 Penalty: 4157.615723
	Iteration 40F: 3 clusters Score -544462.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -544585.562500 Penalty: 4157.615723
	Iteration 41Q: 3 clusters Score -544585.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -544671.437500 Penalty: 4157.615723
	Iteration 42Q: 3 clusters Score -544671.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -544737.812500 Penalty: 4157.615723
	Iteration 43Q: 3 clusters Score -544737.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -544805.000000 Penalty: 4157.615723
	Iteration 44Q: 3 clusters Score -544805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -544879.437500 Penalty: 4157.615723
	Iteration 45Q: 3 clusters Score -544879.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -544974.625000 Penalty: 4157.615723
	Iteration 46Q: 3 clusters Score -544974.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -545148.625000 Penalty: 4157.615723
	Iteration 47Q: 3 clusters Score -545148.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -545424.562500 Penalty: 4157.615723
	Iteration 48Q: 3 clusters Score -545424.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -545650.687500 Penalty: 4157.615723
	Iteration 49Q: 3 clusters Score -545650.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -545744.937500 Penalty: 4157.615723
	Iteration 50Q: 3 clusters Score -545744.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -545770.125000 Penalty: 4157.615723
	Iteration 51Q: 3 clusters Score -545770.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -545778.687500 Penalty: 4157.615723
	Iteration 52Q: 3 clusters Score -545778.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -545783.375000 Penalty: 4157.615723
	Iteration 53Q: 3 clusters Score -545783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -545785.875000 Penalty: 4157.615723
	Iteration 54Q: 3 clusters Score -545785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -545785.937500 Penalty: 4157.615723
	Iteration 55Q: 3 clusters Score -545785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -545785.937500 Penalty: 4157.615723
	Iteration 56Q: 3 clusters Score -545785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -545787.062500 Penalty: 4157.615723
	Iteration 57Q: 3 clusters Score -545787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -545787.062500 Penalty: 4157.615723
	Iteration 58F: 3 clusters Score -545787.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -737524.437500 Penalty: 2158.716553
	Iteration 0F: 2 clusters Score -737524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -732381.625000 Penalty: 4317.433105
	Iteration 0F: 3 clusters Score -732381.6 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -733761.375000 Penalty: 4317.433105
	Iteration 1F: 3 clusters Score -733761.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -734053.250000 Penalty: 4317.433105
	Iteration 2F: 3 clusters Score -734053.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -734323.812500 Penalty: 4317.433105
	Iteration 3F: 3 clusters Score -734323.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -734625.687500 Penalty: 4317.433105
	Iteration 4F: 3 clusters Score -734625.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -734889.000000 Penalty: 4317.433105
	Iteration 5F: 3 clusters Score -734889 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -735114.875000 Penalty: 4317.433105
	Iteration 6F: 3 clusters Score -735114.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -735296.375000 Penalty: 4317.433105
	Iteration 7Q: 3 clusters Score -735296.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -735440.750000 Penalty: 4317.433105
	Iteration 8Q: 3 clusters Score -735440.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -735546.000000 Penalty: 4317.433105
	Iteration 9Q: 3 clusters Score -735546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -735618.750000 Penalty: 4317.433105
	Iteration 10Q: 3 clusters Score -735618.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -735690.062500 Penalty: 4317.433105
	Iteration 11Q: 3 clusters Score -735690.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -735751.000000 Penalty: 4317.433105
	Iteration 12Q: 3 clusters Score -735751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -735803.812500 Penalty: 4317.433105
	Iteration 13Q: 3 clusters Score -735803.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -735838.062500 Penalty: 4317.433105
	Iteration 14Q: 3 clusters Score -735838.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -735871.125000 Penalty: 4317.433105
	Iteration 15Q: 3 clusters Score -735871.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -735899.687500 Penalty: 4317.433105
	Iteration 16Q: 3 clusters Score -735899.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -735928.125000 Penalty: 4317.433105
	Iteration 17Q: 3 clusters Score -735928.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -735950.750000 Penalty: 4317.433105
	Iteration 18Q: 3 clusters Score -735950.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -735968.562500 Penalty: 4317.433105
	Iteration 19Q: 3 clusters Score -735968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -735985.250000 Penalty: 4317.433105
	Iteration 20F: 3 clusters Score -735985.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -736001.062500 Penalty: 4317.433105
	Iteration 21Q: 3 clusters Score -736001.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -736015.625000 Penalty: 4317.433105
	Iteration 22Q: 3 clusters Score -736015.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -736023.687500 Penalty: 4317.433105
	Iteration 23Q: 3 clusters Score -736023.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -736029.937500 Penalty: 4317.433105
	Iteration 24Q: 3 clusters Score -736029.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -736038.187500 Penalty: 4317.433105
	Iteration 25Q: 3 clusters Score -736038.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -736048.000000 Penalty: 4317.433105
	Iteration 26Q: 3 clusters Score -736048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -736057.687500 Penalty: 4317.433105
	Iteration 27Q: 3 clusters Score -736057.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -736071.187500 Penalty: 4317.433105
	Iteration 28Q: 3 clusters Score -736071.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -736081.625000 Penalty: 4317.433105
	Iteration 29Q: 3 clusters Score -736081.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -736088.250000 Penalty: 4317.433105
	Iteration 30Q: 3 clusters Score -736088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -736092.875000 Penalty: 4317.433105
	Iteration 31Q: 3 clusters Score -736092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -736096.437500 Penalty: 4317.433105
	Iteration 32Q: 3 clusters Score -736096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -736101.062500 Penalty: 4317.433105
	Iteration 33Q: 3 clusters Score -736101.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -736106.625000 Penalty: 4317.433105
	Iteration 34Q: 3 clusters Score -736106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -736110.937500 Penalty: 4317.433105
	Iteration 35Q: 3 clusters Score -736110.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -736113.562500 Penalty: 4317.433105
	Iteration 36Q: 3 clusters Score -736113.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -736116.500000 Penalty: 4317.433105
	Iteration 37Q: 3 clusters Score -736116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -736117.937500 Penalty: 4317.433105
	Iteration 38Q: 3 clusters Score -736117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -736117.937500 Penalty: 4317.433105
	Iteration 39F: 3 clusters Score -736117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -71287.781250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -71287.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69670.734375 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -69670.73 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69962.976562 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -69962.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70131.421875 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -70131.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70263.968750 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -70263.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70450.093750 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -70450.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70754.132812 Penalty: 3214.862061
	Iteration 5F: 3 clusters Score -70754.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71232.476562 Penalty: 3214.862061
	Iteration 6F: 3 clusters Score -71232.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -71375.500000 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -71375.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -71465.835938 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -71465.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -71506.609375 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -71506.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71533.796875 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -71533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -71563.375000 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -71563.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -71578.156250 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -71578.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -71578.156250 Penalty: 3214.862061
	Iteration 13F: 3 clusters Score -71578.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185762 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89815 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158465 members 
Mstep: Class 21 contains 124181 members 
Mstep: Class 22 contains 67030 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697424.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149699120.000000 to -149697424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Entering Unmasked Estep 
Score: -9670833.000000 Penalty: 2792.030762
	Iteration 0F: 2 clusters Score -9670833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -9619080.000000 Penalty: 5584.061523
	Iteration 0F: 3 clusters Score -9619080 nChanged 36259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -9639788.000000 Penalty: 5584.061523
	Iteration 1F: 3 clusters Score -9639788 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -9640357.000000 Penalty: 5584.061523
	Iteration 2Q: 3 clusters Score -9640357 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -9640985.000000 Penalty: 5584.061523
	Iteration 3Q: 3 clusters Score -9640985 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -9641662.000000 Penalty: 5584.061523
	Iteration 4Q: 3 clusters Score -9641662 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -9642561.000000 Penalty: 5584.061523
	Iteration 5Q: 3 clusters Score -9642561 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -9643751.000000 Penalty: 5584.061523
	Iteration 6Q: 3 clusters Score -9643751 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -9645644.000000 Penalty: 5584.061523
	Iteration 7Q: 3 clusters Score -9645644 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -9648682.000000 Penalty: 5584.061523
	Iteration 8F: 3 clusters Score -9648682 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9652894.000000 Penalty: 5584.061523
	Iteration 9F: 3 clusters Score -9652894 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -9657603.000000 Penalty: 5584.061523
	Iteration 10F: 3 clusters Score -9657603 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -9661595.000000 Penalty: 5584.061523
	Iteration 11F: 3 clusters Score -9661595 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -9664450.000000 Penalty: 5584.061523
	Iteration 12Q: 3 clusters Score -9664450 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9666095.000000 Penalty: 5584.061523
	Iteration 13Q: 3 clusters Score -9666095 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9667013.000000 Penalty: 5584.061523
	Iteration 14Q: 3 clusters Score -9667013 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9667616.000000 Penalty: 5584.061523
	Iteration 15Q: 3 clusters Score -9667616 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9667943.000000 Penalty: 5584.061523
	Iteration 16Q: 3 clusters Score -9667943 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9668134.000000 Penalty: 5584.061523
	Iteration 17Q: 3 clusters Score -9668134 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9668263.000000 Penalty: 5584.061523
	Iteration 18Q: 3 clusters Score -9668263 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9668341.000000 Penalty: 5584.061523
	Iteration 19Q: 3 clusters Score -9668341 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9668398.000000 Penalty: 5584.061523
	Iteration 20F: 3 clusters Score -9668398 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9668465.000000 Penalty: 5584.061523
	Iteration 21Q: 3 clusters Score -9668465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9668479.000000 Penalty: 5584.061523
	Iteration 22Q: 3 clusters Score -9668479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9668506.000000 Penalty: 5584.061523
	Iteration 23Q: 3 clusters Score -9668506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9668531.000000 Penalty: 5584.061523
	Iteration 24Q: 3 clusters Score -9668531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9668567.000000 Penalty: 5584.061523
	Iteration 25Q: 3 clusters Score -9668567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9668578.000000 Penalty: 5584.061523
	Iteration 26Q: 3 clusters Score -9668578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9668606.000000 Penalty: 5584.061523
	Iteration 27Q: 3 clusters Score -9668606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9668609.000000 Penalty: 5584.061523
	Iteration 28Q: 3 clusters Score -9668609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9668613.000000 Penalty: 5584.061523
	Iteration 29Q: 3 clusters Score -9668613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9668626.000000 Penalty: 5584.061523
	Iteration 30Q: 3 clusters Score -9668626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9668641.000000 Penalty: 5584.061523
	Iteration 31Q: 3 clusters Score -9668641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9668656.000000 Penalty: 5584.061523
	Iteration 32Q: 3 clusters Score -9668656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9668662.000000 Penalty: 5584.061523
	Iteration 33Q: 3 clusters Score -9668662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9668664.000000 Penalty: 5584.061523
	Iteration 34Q: 3 clusters Score -9668664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9668663.000000 Penalty: 5584.061523
	Iteration 35Q: 3 clusters Score -9668663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9668686.000000 Penalty: 5584.061523
	Iteration 36Q: 3 clusters Score -9668686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9668700.000000 Penalty: 5584.061523
	Iteration 37Q: 3 clusters Score -9668700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9668708.000000 Penalty: 5584.061523
	Iteration 38Q: 3 clusters Score -9668708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9668705.000000 Penalty: 5584.061523
	Iteration 39Q: 3 clusters Score -9668705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9668717.000000 Penalty: 5584.061523
	Iteration 40F: 3 clusters Score -9668717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9668723.000000 Penalty: 5584.061523
	Iteration 41Q: 3 clusters Score -9668723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9668729.000000 Penalty: 5584.061523
	Iteration 42Q: 3 clusters Score -9668729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9668740.000000 Penalty: 5584.061523
	Iteration 43Q: 3 clusters Score -9668740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9668734.000000 Penalty: 5584.061523
	Iteration 44Q: 3 clusters Score -9668734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9668737.000000 Penalty: 5584.061523
	Iteration 45Q: 3 clusters Score -9668737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9668741.000000 Penalty: 5584.061523
	Iteration 46Q: 3 clusters Score -9668741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76419 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9668748.000000 Penalty: 5584.061523
	Iteration 47Q: 3 clusters Score -9668748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9668744.000000 Penalty: 5584.061523
	Iteration 48Q: 3 clusters Score -9668744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9668740.000000 Penalty: 5584.061523
	Iteration 49Q: 3 clusters Score -9668740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9668748.000000 Penalty: 5584.061523
	Iteration 50Q: 3 clusters Score -9668748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9668747.000000 Penalty: 5584.061523
	Iteration 51Q: 3 clusters Score -9668747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9668743.000000 Penalty: 5584.061523
	Iteration 52Q: 3 clusters Score -9668743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9668743.000000 Penalty: 5584.061523
	Iteration 53Q: 3 clusters Score -9668743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9668748.000000 Penalty: 5584.061523
	Iteration 54Q: 3 clusters Score -9668748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9668746.000000 Penalty: 5584.061523
	Iteration 55Q: 3 clusters Score -9668746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9668749.000000 Penalty: 5584.061523
	Iteration 56Q: 3 clusters Score -9668749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9668751.000000 Penalty: 5584.061523
	Iteration 57Q: 3 clusters Score -9668751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9668756.000000 Penalty: 5584.061523
	Iteration 58Q: 3 clusters Score -9668756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9668758.000000 Penalty: 5584.061523
	Iteration 59Q: 3 clusters Score -9668758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9668765.000000 Penalty: 5584.061523
	Iteration 60F: 3 clusters Score -9668765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9668760.000000 Penalty: 5584.061523
	Iteration 61Q: 3 clusters Score -9668760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9668766.000000 Penalty: 5584.061523
	Iteration 62Q: 3 clusters Score -9668766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9668767.000000 Penalty: 5584.061523
	Iteration 63Q: 3 clusters Score -9668767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9668768.000000 Penalty: 5584.061523
	Iteration 64Q: 3 clusters Score -9668768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9668768.000000 Penalty: 5584.061523
	Iteration 65F: 3 clusters Score -9668768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -30702.777344 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -30702.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29395.617188 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -29395.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29464.984375 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -29464.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29486.642578 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -29486.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29511.523438 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -29511.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29522.134766 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -29522.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29526.826172 Penalty: 2800.141602
	Iteration 5Q: 3 clusters Score -29526.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29526.826172 Penalty: 2800.141602
	Iteration 6F: 3 clusters Score -29526.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185762 members 
Entering Unmasked Estep 
Score: -23810326.000000 Penalty: 3008.790771
	Iteration 0F: 2 clusters Score -2.381033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -23688990.000000 Penalty: 6017.581543
	Iteration 0F: 3 clusters Score -2.368899e+07 nChanged 89125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94815 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -23740890.000000 Penalty: 6017.581543
	Iteration 1F: 3 clusters Score -2.374089e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -23742086.000000 Penalty: 6017.581543
	Iteration 2Q: 3 clusters Score -2.374209e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -23743272.000000 Penalty: 6017.581543
	Iteration 3Q: 3 clusters Score -2.374327e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -23745044.000000 Penalty: 6017.581543
	Iteration 4Q: 3 clusters Score -2.374504e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101411 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -23747754.000000 Penalty: 6017.581543
	Iteration 5Q: 3 clusters Score -2.374775e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -23751994.000000 Penalty: 6017.581543
	Iteration 6Q: 3 clusters Score -2.375199e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -23758248.000000 Penalty: 6017.581543
	Iteration 7F: 3 clusters Score -2.375825e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -23766180.000000 Penalty: 6017.581543
	Iteration 8F: 3 clusters Score -2.376618e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -23775242.000000 Penalty: 6017.581543
	Iteration 9F: 3 clusters Score -2.377524e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -23782902.000000 Penalty: 6017.581543
	Iteration 10F: 3 clusters Score -2.37829e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -23787546.000000 Penalty: 6017.581543
	Iteration 11Q: 3 clusters Score -2.378755e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125802 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -23789682.000000 Penalty: 6017.581543
	Iteration 12Q: 3 clusters Score -2.378968e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127023 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -23790608.000000 Penalty: 6017.581543
	Iteration 13Q: 3 clusters Score -2.379061e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128237 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -23791142.000000 Penalty: 6017.581543
	Iteration 14Q: 3 clusters Score -2.379114e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129439 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -23791462.000000 Penalty: 6017.581543
	Iteration 15Q: 3 clusters Score -2.379146e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130620 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -23791912.000000 Penalty: 6017.581543
	Iteration 16Q: 3 clusters Score -2.379191e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131794 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -23792330.000000 Penalty: 6017.581543
	Iteration 17Q: 3 clusters Score -2.379233e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132975 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -23792740.000000 Penalty: 6017.581543
	Iteration 18Q: 3 clusters Score -2.379274e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -23792964.000000 Penalty: 6017.581543
	Iteration 19Q: 3 clusters Score -2.379296e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -23793328.000000 Penalty: 6017.581543
	Iteration 20F: 3 clusters Score -2.379333e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -23793784.000000 Penalty: 6017.581543
	Iteration 21Q: 3 clusters Score -2.379378e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138049 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -23794274.000000 Penalty: 6017.581543
	Iteration 22Q: 3 clusters Score -2.379427e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -23794714.000000 Penalty: 6017.581543
	Iteration 23Q: 3 clusters Score -2.379471e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140776 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -23795086.000000 Penalty: 6017.581543
	Iteration 24Q: 3 clusters Score -2.379509e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -23795482.000000 Penalty: 6017.581543
	Iteration 25Q: 3 clusters Score -2.379548e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -23795796.000000 Penalty: 6017.581543
	Iteration 26Q: 3 clusters Score -2.37958e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -23796054.000000 Penalty: 6017.581543
	Iteration 27Q: 3 clusters Score -2.379605e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -23796550.000000 Penalty: 6017.581543
	Iteration 28Q: 3 clusters Score -2.379655e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -23796964.000000 Penalty: 6017.581543
	Iteration 29Q: 3 clusters Score -2.379696e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -23797446.000000 Penalty: 6017.581543
	Iteration 30Q: 3 clusters Score -2.379745e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -23797930.000000 Penalty: 6017.581543
	Iteration 31Q: 3 clusters Score -2.379793e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -23798332.000000 Penalty: 6017.581543
	Iteration 32Q: 3 clusters Score -2.379833e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155341 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -23798790.000000 Penalty: 6017.581543
	Iteration 33Q: 3 clusters Score -2.379879e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -23799282.000000 Penalty: 6017.581543
	Iteration 34Q: 3 clusters Score -2.379928e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -23800028.000000 Penalty: 6017.581543
	Iteration 35Q: 3 clusters Score -2.380003e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161426 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -23800688.000000 Penalty: 6017.581543
	Iteration 36Q: 3 clusters Score -2.380069e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -23801336.000000 Penalty: 6017.581543
	Iteration 37Q: 3 clusters Score -2.380134e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165882 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -23801982.000000 Penalty: 6017.581543
	Iteration 38Q: 3 clusters Score -2.380198e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -23802602.000000 Penalty: 6017.581543
	Iteration 39Q: 3 clusters Score -2.38026e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -23803492.000000 Penalty: 6017.581543
	Iteration 40F: 3 clusters Score -2.380349e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172575 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -23804338.000000 Penalty: 6017.581543
	Iteration 41Q: 3 clusters Score -2.380434e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174616 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -23805008.000000 Penalty: 6017.581543
	Iteration 42Q: 3 clusters Score -2.380501e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176467 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -23805500.000000 Penalty: 6017.581543
	Iteration 43Q: 3 clusters Score -2.38055e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -23805998.000000 Penalty: 6017.581543
	Iteration 44Q: 3 clusters Score -2.3806e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179379 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -23806324.000000 Penalty: 6017.581543
	Iteration 45Q: 3 clusters Score -2.380632e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -23806666.000000 Penalty: 6017.581543
	Iteration 46Q: 3 clusters Score -2.380667e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -23806908.000000 Penalty: 6017.581543
	Iteration 47Q: 3 clusters Score -2.380691e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182012 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -23807130.000000 Penalty: 6017.581543
	Iteration 48Q: 3 clusters Score -2.380713e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182552 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -23807272.000000 Penalty: 6017.581543
	Iteration 49Q: 3 clusters Score -2.380727e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182928 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -23807362.000000 Penalty: 6017.581543
	Iteration 50Q: 3 clusters Score -2.380736e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -23807446.000000 Penalty: 6017.581543
	Iteration 51Q: 3 clusters Score -2.380745e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183442 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -23807550.000000 Penalty: 6017.581543
	Iteration 52Q: 3 clusters Score -2.380755e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183631 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -23807578.000000 Penalty: 6017.581543
	Iteration 53Q: 3 clusters Score -2.380758e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183790 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -23807650.000000 Penalty: 6017.581543
	Iteration 54Q: 3 clusters Score -2.380765e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183925 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -23807720.000000 Penalty: 6017.581543
	Iteration 55Q: 3 clusters Score -2.380772e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184025 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -23807806.000000 Penalty: 6017.581543
	Iteration 56Q: 3 clusters Score -2.380781e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -23807848.000000 Penalty: 6017.581543
	Iteration 57Q: 3 clusters Score -2.380785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184175 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -23807822.000000 Penalty: 6017.581543
	Iteration 58Q: 3 clusters Score -2.380782e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184218 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -23807816.000000 Penalty: 6017.581543
	Iteration 59Q: 3 clusters Score -2.380782e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23807850.000000 Penalty: 6017.581543
	Iteration 60F: 3 clusters Score -2.380785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184290 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -23807852.000000 Penalty: 6017.581543
	Iteration 61Q: 3 clusters Score -2.380785e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23807842.000000 Penalty: 6017.581543
	Iteration 62Q: 3 clusters Score -2.380784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23807864.000000 Penalty: 6017.581543
	Iteration 63Q: 3 clusters Score -2.380786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -23807856.000000 Penalty: 6017.581543
	Iteration 64Q: 3 clusters Score -2.380786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184375 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -23807870.000000 Penalty: 6017.581543
	Iteration 65Q: 3 clusters Score -2.380787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184394 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23807852.000000 Penalty: 6017.581543
	Iteration 66Q: 3 clusters Score -2.380785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184412 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23807868.000000 Penalty: 6017.581543
	Iteration 67Q: 3 clusters Score -2.380787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184430 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23807876.000000 Penalty: 6017.581543
	Iteration 68Q: 3 clusters Score -2.380788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184441 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -23807864.000000 Penalty: 6017.581543
	Iteration 69Q: 3 clusters Score -2.380786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184454 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23807900.000000 Penalty: 6017.581543
	Iteration 70Q: 3 clusters Score -2.38079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184465 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23807884.000000 Penalty: 6017.581543
	Iteration 71Q: 3 clusters Score -2.380788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184473 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -23807888.000000 Penalty: 6017.581543
	Iteration 72Q: 3 clusters Score -2.380789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184482 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -23807886.000000 Penalty: 6017.581543
	Iteration 73Q: 3 clusters Score -2.380789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184487 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -23807900.000000 Penalty: 6017.581543
	Iteration 74Q: 3 clusters Score -2.38079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -23807906.000000 Penalty: 6017.581543
	Iteration 75Q: 3 clusters Score -2.380791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184509 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23807902.000000 Penalty: 6017.581543
	Iteration 76Q: 3 clusters Score -2.38079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184517 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -23807914.000000 Penalty: 6017.581543
	Iteration 77Q: 3 clusters Score -2.380791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23807910.000000 Penalty: 6017.581543
	Iteration 78Q: 3 clusters Score -2.380791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184532 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23807904.000000 Penalty: 6017.581543
	Iteration 79Q: 3 clusters Score -2.38079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23807906.000000 Penalty: 6017.581543
	Iteration 80F: 3 clusters Score -2.380791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184537 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23807912.000000 Penalty: 6017.581543
	Iteration 81Q: 3 clusters Score -2.380791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -23807892.000000 Penalty: 6017.581543
	Iteration 82Q: 3 clusters Score -2.380789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184553 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23807896.000000 Penalty: 6017.581543
	Iteration 83Q: 3 clusters Score -2.38079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184562 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -23807898.000000 Penalty: 6017.581543
	Iteration 84Q: 3 clusters Score -2.38079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184572 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23807918.000000 Penalty: 6017.581543
	Iteration 85Q: 3 clusters Score -2.380792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184573 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -23807914.000000 Penalty: 6017.581543
	Iteration 86Q: 3 clusters Score -2.380791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184577 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -23807932.000000 Penalty: 6017.581543
	Iteration 87Q: 3 clusters Score -2.380793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184586 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23807930.000000 Penalty: 6017.581543
	Iteration 88Q: 3 clusters Score -2.380793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23807914.000000 Penalty: 6017.581543
	Iteration 89Q: 3 clusters Score -2.380791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23807926.000000 Penalty: 6017.581543
	Iteration 90Q: 3 clusters Score -2.380793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184610 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -23807920.000000 Penalty: 6017.581543
	Iteration 91Q: 3 clusters Score -2.380792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184613 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -23807934.000000 Penalty: 6017.581543
	Iteration 92Q: 3 clusters Score -2.380793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184612 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -23807938.000000 Penalty: 6017.581543
	Iteration 93Q: 3 clusters Score -2.380794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184613 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -23807936.000000 Penalty: 6017.581543
	Iteration 94Q: 3 clusters Score -2.380794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -23807932.000000 Penalty: 6017.581543
	Iteration 95Q: 3 clusters Score -2.380793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184616 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23807922.000000 Penalty: 6017.581543
	Iteration 96Q: 3 clusters Score -2.380792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184620 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -23807920.000000 Penalty: 6017.581543
	Iteration 97Q: 3 clusters Score -2.380792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23807926.000000 Penalty: 6017.581543
	Iteration 98Q: 3 clusters Score -2.380793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23807928.000000 Penalty: 6017.581543
	Iteration 99Q: 3 clusters Score -2.380793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184632 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -23807918.000000 Penalty: 6017.581543
	Iteration 100F: 3 clusters Score -2.380792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23807924.000000 Penalty: 6017.581543
	Iteration 101Q: 3 clusters Score -2.380792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184640 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -23807924.000000 Penalty: 6017.581543
	Iteration 102Q: 3 clusters Score -2.380792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23807928.000000 Penalty: 6017.581543
	Iteration 103Q: 3 clusters Score -2.380793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23807922.000000 Penalty: 6017.581543
	Iteration 104Q: 3 clusters Score -2.380792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184645 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23807924.000000 Penalty: 6017.581543
	Iteration 105Q: 3 clusters Score -2.380792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184646 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23807934.000000 Penalty: 6017.581543
	Iteration 106Q: 3 clusters Score -2.380793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184648 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23807936.000000 Penalty: 6017.581543
	Iteration 107Q: 3 clusters Score -2.380794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184648 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23807936.000000 Penalty: 6017.581543
	Iteration 108F: 3 clusters Score -2.380794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -64111.058594 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -64111.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62656.773438 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -62656.77 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63201.699219 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -63201.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63667.531250 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -63667.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63891.808594 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -63891.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64051.378906 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -64051.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64227.734375 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -64227.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64329.203125 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -64329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -64369.312500 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64369.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64384.859375 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64384.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64392.816406 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64392.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64392.816406 Penalty: 3204.888184
	Iteration 10F: 3 clusters Score -64392.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185762 members 
Mstep: Class 9 contains 433 members 
Mstep: Class 10 contains 89815 members 
Mstep: Class 11 contains 207 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158465 members 
Mstep: Class 21 contains 124181 members 
Mstep: Class 22 contains 67030 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697568.000000 Penalty: 69388.398438
Splitting cluster 9 changes total score from -149699120.000000 to -149697568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (89815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Entering Unmasked Estep 
Score: -11619134.000000 Penalty: 2828.565674
	Iteration 0F: 2 clusters Score -1.161913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -11559199.000000 Penalty: 5657.131348
	Iteration 0F: 3 clusters Score -1.15592e+07 nChanged 42265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -11583397.000000 Penalty: 5657.131348
	Iteration 1F: 3 clusters Score -1.15834e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -11584488.000000 Penalty: 5657.131348
	Iteration 2Q: 3 clusters Score -1.158449e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -11586334.000000 Penalty: 5657.131348
	Iteration 3Q: 3 clusters Score -1.158633e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -11589722.000000 Penalty: 5657.131348
	Iteration 4F: 3 clusters Score -1.158972e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -11595251.000000 Penalty: 5657.131348
	Iteration 5F: 3 clusters Score -1.159525e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -11602659.000000 Penalty: 5657.131348
	Iteration 6F: 3 clusters Score -1.160266e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -11609507.000000 Penalty: 5657.131348
	Iteration 7F: 3 clusters Score -1.160951e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -11613669.000000 Penalty: 5657.131348
	Iteration 8Q: 3 clusters Score -1.161367e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11615517.000000 Penalty: 5657.131348
	Iteration 9Q: 3 clusters Score -1.161552e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11616326.000000 Penalty: 5657.131348
	Iteration 10Q: 3 clusters Score -1.161633e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88226 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11616624.000000 Penalty: 5657.131348
	Iteration 11Q: 3 clusters Score -1.161662e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11616756.000000 Penalty: 5657.131348
	Iteration 12Q: 3 clusters Score -1.161676e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88458 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11616855.000000 Penalty: 5657.131348
	Iteration 13Q: 3 clusters Score -1.161686e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11616911.000000 Penalty: 5657.131348
	Iteration 14Q: 3 clusters Score -1.161691e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11616904.000000 Penalty: 5657.131348
	Iteration 15Q: 3 clusters Score -1.16169e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11616936.000000 Penalty: 5657.131348
	Iteration 16Q: 3 clusters Score -1.161694e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11616959.000000 Penalty: 5657.131348
	Iteration 17Q: 3 clusters Score -1.161696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11616974.000000 Penalty: 5657.131348
	Iteration 18Q: 3 clusters Score -1.161697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11616985.000000 Penalty: 5657.131348
	Iteration 19Q: 3 clusters Score -1.161698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11617001.000000 Penalty: 5657.131348
	Iteration 20F: 3 clusters Score -1.1617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11617001.000000 Penalty: 5657.131348
	Iteration 21Q: 3 clusters Score -1.1617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11617006.000000 Penalty: 5657.131348
	Iteration 22Q: 3 clusters Score -1.161701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11617005.000000 Penalty: 5657.131348
	Iteration 23Q: 3 clusters Score -1.1617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11616997.000000 Penalty: 5657.131348
	Iteration 24Q: 3 clusters Score -1.1617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11617001.000000 Penalty: 5657.131348
	Iteration 25Q: 3 clusters Score -1.1617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11617021.000000 Penalty: 5657.131348
	Iteration 26Q: 3 clusters Score -1.161702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11617017.000000 Penalty: 5657.131348
	Iteration 27Q: 3 clusters Score -1.161702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11617017.000000 Penalty: 5657.131348
	Iteration 28Q: 3 clusters Score -1.161702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11617002.000000 Penalty: 5657.131348
	Iteration 29Q: 3 clusters Score -1.1617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11617013.000000 Penalty: 5657.131348
	Iteration 30Q: 3 clusters Score -1.161701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -11617022.000000 Penalty: 5657.131348
	Iteration 31Q: 3 clusters Score -1.161702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11617021.000000 Penalty: 5657.131348
	Iteration 32Q: 3 clusters Score -1.161702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11617031.000000 Penalty: 5657.131348
	Iteration 33Q: 3 clusters Score -1.161703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -11617023.000000 Penalty: 5657.131348
	Iteration 34Q: 3 clusters Score -1.161702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11617023.000000 Penalty: 5657.131348
	Iteration 35Q: 3 clusters Score -1.161702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11617015.000000 Penalty: 5657.131348
	Iteration 36Q: 3 clusters Score -1.161702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11617015.000000 Penalty: 5657.131348
	Iteration 37F: 3 clusters Score -1.161702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221259 members 
Entering Unmasked Estep 
Score: -28279574.000000 Penalty: 3052.157959
	Iteration 0F: 2 clusters Score -2.827957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -28138618.000000 Penalty: 6104.315918
	Iteration 0F: 3 clusters Score -2.813862e+07 nChanged 106494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -28201020.000000 Penalty: 6104.315918
	Iteration 1F: 3 clusters Score -2.820102e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 111159 members 
Entering Unmasked Estep 
Score: -28201890.000000 Penalty: 6104.315918
	Iteration 2Q: 3 clusters Score -2.820189e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -28202736.000000 Penalty: 6104.315918
	Iteration 3Q: 3 clusters Score -2.820274e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -28203780.000000 Penalty: 6104.315918
	Iteration 4Q: 3 clusters Score -2.820378e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108808 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -28204696.000000 Penalty: 6104.315918
	Iteration 5Q: 3 clusters Score -2.82047e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107696 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -28205844.000000 Penalty: 6104.315918
	Iteration 6Q: 3 clusters Score -2.820584e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 115546 members 
Entering Unmasked Estep 
Score: -28207570.000000 Penalty: 6104.315918
	Iteration 7Q: 3 clusters Score -2.820757e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -28209842.000000 Penalty: 6104.315918
	Iteration 8Q: 3 clusters Score -2.820984e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 123564 members 
Entering Unmasked Estep 
Score: -28213290.000000 Penalty: 6104.315918
	Iteration 9Q: 3 clusters Score -2.821329e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 130611 members 
Entering Unmasked Estep 
Score: -28218650.000000 Penalty: 6104.315918
	Iteration 10Q: 3 clusters Score -2.821865e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 140081 members 
Entering Unmasked Estep 
Score: -28227020.000000 Penalty: 6104.315918
	Iteration 11F: 3 clusters Score -2.822702e+07 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -28238452.000000 Penalty: 6104.315918
	Iteration 12F: 3 clusters Score -2.823845e+07 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -28250812.000000 Penalty: 6104.315918
	Iteration 13F: 3 clusters Score -2.825081e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 169169 members 
Entering Unmasked Estep 
Score: -28261382.000000 Penalty: 6104.315918
	Iteration 14F: 3 clusters Score -2.826138e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 173927 members 
Entering Unmasked Estep 
Score: -28267586.000000 Penalty: 6104.315918
	Iteration 15Q: 3 clusters Score -2.826759e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 177414 members 
Entering Unmasked Estep 
Score: -28271818.000000 Penalty: 6104.315918
	Iteration 16Q: 3 clusters Score -2.827182e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 180096 members 
Entering Unmasked Estep 
Score: -28274924.000000 Penalty: 6104.315918
	Iteration 17Q: 3 clusters Score -2.827492e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 182198 members 
Entering Unmasked Estep 
Score: -28277228.000000 Penalty: 6104.315918
	Iteration 18Q: 3 clusters Score -2.827723e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 183829 members 
Entering Unmasked Estep 
Score: -28278868.000000 Penalty: 6104.315918
	Iteration 19Q: 3 clusters Score -2.827887e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 185193 members 
Entering Unmasked Estep 
Score: -28279848.000000 Penalty: 6104.315918
	Iteration 20F: 3 clusters Score -2.827985e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 186330 members 
Entering Unmasked Estep 
Score: -28280466.000000 Penalty: 6104.315918
	Iteration 21Q: 3 clusters Score -2.828047e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 187375 members 
Entering Unmasked Estep 
Score: -28280990.000000 Penalty: 6104.315918
	Iteration 22Q: 3 clusters Score -2.828099e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 188290 members 
Entering Unmasked Estep 
Score: -28281292.000000 Penalty: 6104.315918
	Iteration 23Q: 3 clusters Score -2.828129e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 189188 members 
Entering Unmasked Estep 
Score: -28281402.000000 Penalty: 6104.315918
	Iteration 24Q: 3 clusters Score -2.82814e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 190064 members 
Entering Unmasked Estep 
Score: -28281508.000000 Penalty: 6104.315918
	Iteration 25Q: 3 clusters Score -2.828151e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 190892 members 
Entering Unmasked Estep 
Score: -28281582.000000 Penalty: 6104.315918
	Iteration 26Q: 3 clusters Score -2.828158e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 191686 members 
Entering Unmasked Estep 
Score: -28281714.000000 Penalty: 6104.315918
	Iteration 27Q: 3 clusters Score -2.828171e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 192493 members 
Entering Unmasked Estep 
Score: -28281658.000000 Penalty: 6104.315918
	Iteration 28Q: 3 clusters Score -2.828166e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 193271 members 
Entering Unmasked Estep 
Score: -28281704.000000 Penalty: 6104.315918
	Iteration 29Q: 3 clusters Score -2.82817e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -28281686.000000 Penalty: 6104.315918
	Iteration 30Q: 3 clusters Score -2.828169e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -28281700.000000 Penalty: 6104.315918
	Iteration 31Q: 3 clusters Score -2.82817e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 195308 members 
Entering Unmasked Estep 
Score: -28281664.000000 Penalty: 6104.315918
	Iteration 32Q: 3 clusters Score -2.828166e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 195919 members 
Entering Unmasked Estep 
Score: -28281738.000000 Penalty: 6104.315918
	Iteration 33Q: 3 clusters Score -2.828174e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 196510 members 
Entering Unmasked Estep 
Score: -28281658.000000 Penalty: 6104.315918
	Iteration 34Q: 3 clusters Score -2.828166e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -28281658.000000 Penalty: 6104.315918
	Iteration 35Q: 3 clusters Score -2.828166e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 197706 members 
Entering Unmasked Estep 
Score: -28281622.000000 Penalty: 6104.315918
	Iteration 36Q: 3 clusters Score -2.828162e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 198287 members 
Entering Unmasked Estep 
Score: -28281662.000000 Penalty: 6104.315918
	Iteration 37Q: 3 clusters Score -2.828166e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 198831 members 
Entering Unmasked Estep 
Score: -28281722.000000 Penalty: 6104.315918
	Iteration 38Q: 3 clusters Score -2.828172e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 199350 members 
Entering Unmasked Estep 
Score: -28281634.000000 Penalty: 6104.315918
	Iteration 39Q: 3 clusters Score -2.828163e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 199872 members 
Entering Unmasked Estep 
Score: -28281616.000000 Penalty: 6104.315918
	Iteration 40F: 3 clusters Score -2.828162e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 200369 members 
Entering Unmasked Estep 
Score: -28281638.000000 Penalty: 6104.315918
	Iteration 41Q: 3 clusters Score -2.828164e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 200871 members 
Entering Unmasked Estep 
Score: -28281602.000000 Penalty: 6104.315918
	Iteration 42Q: 3 clusters Score -2.82816e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 201343 members 
Entering Unmasked Estep 
Score: -28281542.000000 Penalty: 6104.315918
	Iteration 43Q: 3 clusters Score -2.828154e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 201799 members 
Entering Unmasked Estep 
Score: -28281442.000000 Penalty: 6104.315918
	Iteration 44Q: 3 clusters Score -2.828144e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 202216 members 
Entering Unmasked Estep 
Score: -28281440.000000 Penalty: 6104.315918
	Iteration 45Q: 3 clusters Score -2.828144e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 202602 members 
Entering Unmasked Estep 
Score: -28281306.000000 Penalty: 6104.315918
	Iteration 46Q: 3 clusters Score -2.828131e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 202969 members 
Entering Unmasked Estep 
Score: -28281286.000000 Penalty: 6104.315918
	Iteration 47Q: 3 clusters Score -2.828129e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 203330 members 
Entering Unmasked Estep 
Score: -28281274.000000 Penalty: 6104.315918
	Iteration 48Q: 3 clusters Score -2.828127e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 203697 members 
Entering Unmasked Estep 
Score: -28281168.000000 Penalty: 6104.315918
	Iteration 49Q: 3 clusters Score -2.828117e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 204021 members 
Entering Unmasked Estep 
Score: -28281062.000000 Penalty: 6104.315918
	Iteration 50Q: 3 clusters Score -2.828106e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -28281010.000000 Penalty: 6104.315918
	Iteration 51Q: 3 clusters Score -2.828101e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 204672 members 
Entering Unmasked Estep 
Score: -28280966.000000 Penalty: 6104.315918
	Iteration 52Q: 3 clusters Score -2.828097e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 204978 members 
Entering Unmasked Estep 
Score: -28280966.000000 Penalty: 6104.315918
	Iteration 53Q: 3 clusters Score -2.828097e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 205285 members 
Entering Unmasked Estep 
Score: -28280976.000000 Penalty: 6104.315918
	Iteration 54Q: 3 clusters Score -2.828098e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -28280886.000000 Penalty: 6104.315918
	Iteration 55Q: 3 clusters Score -2.828089e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 205895 members 
Entering Unmasked Estep 
Score: -28280858.000000 Penalty: 6104.315918
	Iteration 56Q: 3 clusters Score -2.828086e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 206182 members 
Entering Unmasked Estep 
Score: -28280848.000000 Penalty: 6104.315918
	Iteration 57Q: 3 clusters Score -2.828085e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 206475 members 
Entering Unmasked Estep 
Score: -28280782.000000 Penalty: 6104.315918
	Iteration 58Q: 3 clusters Score -2.828078e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 206766 members 
Entering Unmasked Estep 
Score: -28280750.000000 Penalty: 6104.315918
	Iteration 59Q: 3 clusters Score -2.828075e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 207017 members 
Entering Unmasked Estep 
Score: -28280642.000000 Penalty: 6104.315918
	Iteration 60F: 3 clusters Score -2.828064e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 207249 members 
Entering Unmasked Estep 
Score: -28280584.000000 Penalty: 6104.315918
	Iteration 61Q: 3 clusters Score -2.828058e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 207474 members 
Entering Unmasked Estep 
Score: -28280504.000000 Penalty: 6104.315918
	Iteration 62Q: 3 clusters Score -2.82805e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 207699 members 
Entering Unmasked Estep 
Score: -28280482.000000 Penalty: 6104.315918
	Iteration 63Q: 3 clusters Score -2.828048e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 207918 members 
Entering Unmasked Estep 
Score: -28280400.000000 Penalty: 6104.315918
	Iteration 64Q: 3 clusters Score -2.82804e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 208138 members 
Entering Unmasked Estep 
Score: -28280348.000000 Penalty: 6104.315918
	Iteration 65Q: 3 clusters Score -2.828035e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 208340 members 
Entering Unmasked Estep 
Score: -28280294.000000 Penalty: 6104.315918
	Iteration 66Q: 3 clusters Score -2.828029e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 208533 members 
Entering Unmasked Estep 
Score: -28280218.000000 Penalty: 6104.315918
	Iteration 67Q: 3 clusters Score -2.828022e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 208731 members 
Entering Unmasked Estep 
Score: -28280172.000000 Penalty: 6104.315918
	Iteration 68Q: 3 clusters Score -2.828017e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 208919 members 
Entering Unmasked Estep 
Score: -28280240.000000 Penalty: 6104.315918
	Iteration 69Q: 3 clusters Score -2.828024e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 209126 members 
Entering Unmasked Estep 
Score: -28280172.000000 Penalty: 6104.315918
	Iteration 70Q: 3 clusters Score -2.828017e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 209328 members 
Entering Unmasked Estep 
Score: -28280144.000000 Penalty: 6104.315918
	Iteration 71Q: 3 clusters Score -2.828014e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 209512 members 
Entering Unmasked Estep 
Score: -28280074.000000 Penalty: 6104.315918
	Iteration 72Q: 3 clusters Score -2.828007e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 209702 members 
Entering Unmasked Estep 
Score: -28280020.000000 Penalty: 6104.315918
	Iteration 73Q: 3 clusters Score -2.828002e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 209881 members 
Entering Unmasked Estep 
Score: -28279996.000000 Penalty: 6104.315918
	Iteration 74Q: 3 clusters Score -2.828e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 210086 members 
Entering Unmasked Estep 
Score: -28279986.000000 Penalty: 6104.315918
	Iteration 75Q: 3 clusters Score -2.827999e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 210292 members 
Entering Unmasked Estep 
Score: -28279992.000000 Penalty: 6104.315918
	Iteration 76Q: 3 clusters Score -2.827999e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 210482 members 
Entering Unmasked Estep 
Score: -28279954.000000 Penalty: 6104.315918
	Iteration 77Q: 3 clusters Score -2.827995e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 210667 members 
Entering Unmasked Estep 
Score: -28279978.000000 Penalty: 6104.315918
	Iteration 78Q: 3 clusters Score -2.827998e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 210856 members 
Entering Unmasked Estep 
Score: -28279922.000000 Penalty: 6104.315918
	Iteration 79Q: 3 clusters Score -2.827992e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 211047 members 
Entering Unmasked Estep 
Score: -28279916.000000 Penalty: 6104.315918
	Iteration 80F: 3 clusters Score -2.827992e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 211225 members 
Entering Unmasked Estep 
Score: -28279940.000000 Penalty: 6104.315918
	Iteration 81Q: 3 clusters Score -2.827994e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 211415 members 
Entering Unmasked Estep 
Score: -28279974.000000 Penalty: 6104.315918
	Iteration 82Q: 3 clusters Score -2.827997e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 211583 members 
Entering Unmasked Estep 
Score: -28279916.000000 Penalty: 6104.315918
	Iteration 83Q: 3 clusters Score -2.827992e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 211744 members 
Entering Unmasked Estep 
Score: -28279874.000000 Penalty: 6104.315918
	Iteration 84Q: 3 clusters Score -2.827987e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 211896 members 
Entering Unmasked Estep 
Score: -28279762.000000 Penalty: 6104.315918
	Iteration 85Q: 3 clusters Score -2.827976e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 212017 members 
Entering Unmasked Estep 
Score: -28279696.000000 Penalty: 6104.315918
	Iteration 86Q: 3 clusters Score -2.82797e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 212118 members 
Entering Unmasked Estep 
Score: -28279700.000000 Penalty: 6104.315918
	Iteration 87Q: 3 clusters Score -2.82797e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 212207 members 
Entering Unmasked Estep 
Score: -28279708.000000 Penalty: 6104.315918
	Iteration 88Q: 3 clusters Score -2.827971e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 212303 members 
Entering Unmasked Estep 
Score: -28279660.000000 Penalty: 6104.315918
	Iteration 89Q: 3 clusters Score -2.827966e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 212394 members 
Entering Unmasked Estep 
Score: -28279622.000000 Penalty: 6104.315918
	Iteration 90Q: 3 clusters Score -2.827962e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 212481 members 
Entering Unmasked Estep 
Score: -28279634.000000 Penalty: 6104.315918
	Iteration 91Q: 3 clusters Score -2.827963e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 212557 members 
Entering Unmasked Estep 
Score: -28279630.000000 Penalty: 6104.315918
	Iteration 92Q: 3 clusters Score -2.827963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 212624 members 
Entering Unmasked Estep 
Score: -28279608.000000 Penalty: 6104.315918
	Iteration 93Q: 3 clusters Score -2.827961e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 212702 members 
Entering Unmasked Estep 
Score: -28279578.000000 Penalty: 6104.315918
	Iteration 94Q: 3 clusters Score -2.827958e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 212781 members 
Entering Unmasked Estep 
Score: -28279556.000000 Penalty: 6104.315918
	Iteration 95Q: 3 clusters Score -2.827956e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 212852 members 
Entering Unmasked Estep 
Score: -28279554.000000 Penalty: 6104.315918
	Iteration 96Q: 3 clusters Score -2.827955e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 212935 members 
Entering Unmasked Estep 
Score: -28279528.000000 Penalty: 6104.315918
	Iteration 97Q: 3 clusters Score -2.827953e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 213008 members 
Entering Unmasked Estep 
Score: -28279520.000000 Penalty: 6104.315918
	Iteration 98Q: 3 clusters Score -2.827952e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 213088 members 
Entering Unmasked Estep 
Score: -28279498.000000 Penalty: 6104.315918
	Iteration 99Q: 3 clusters Score -2.82795e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -28279466.000000 Penalty: 6104.315918
	Iteration 100F: 3 clusters Score -2.827947e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 213240 members 
Entering Unmasked Estep 
Score: -28279430.000000 Penalty: 6104.315918
	Iteration 101Q: 3 clusters Score -2.827943e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 213311 members 
Entering Unmasked Estep 
Score: -28279418.000000 Penalty: 6104.315918
	Iteration 102Q: 3 clusters Score -2.827942e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 213388 members 
Entering Unmasked Estep 
Score: -28279410.000000 Penalty: 6104.315918
	Iteration 103Q: 3 clusters Score -2.827941e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 213469 members 
Entering Unmasked Estep 
Score: -28279414.000000 Penalty: 6104.315918
	Iteration 104Q: 3 clusters Score -2.827941e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 213529 members 
Entering Unmasked Estep 
Score: -28279418.000000 Penalty: 6104.315918
	Iteration 105Q: 3 clusters Score -2.827942e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 213591 members 
Entering Unmasked Estep 
Score: -28279386.000000 Penalty: 6104.315918
	Iteration 106Q: 3 clusters Score -2.827939e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 213641 members 
Entering Unmasked Estep 
Score: -28279392.000000 Penalty: 6104.315918
	Iteration 107Q: 3 clusters Score -2.827939e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 213694 members 
Entering Unmasked Estep 
Score: -28279396.000000 Penalty: 6104.315918
	Iteration 108Q: 3 clusters Score -2.82794e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 213738 members 
Entering Unmasked Estep 
Score: -28279386.000000 Penalty: 6104.315918
	Iteration 109Q: 3 clusters Score -2.827939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 213776 members 
Entering Unmasked Estep 
Score: -28279392.000000 Penalty: 6104.315918
	Iteration 110Q: 3 clusters Score -2.827939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 213814 members 
Entering Unmasked Estep 
Score: -28279374.000000 Penalty: 6104.315918
	Iteration 111Q: 3 clusters Score -2.827937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 213838 members 
Entering Unmasked Estep 
Score: -28279366.000000 Penalty: 6104.315918
	Iteration 112Q: 3 clusters Score -2.827937e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -28279314.000000 Penalty: 6104.315918
	Iteration 113Q: 3 clusters Score -2.827931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 213910 members 
Entering Unmasked Estep 
Score: -28279332.000000 Penalty: 6104.315918
	Iteration 114Q: 3 clusters Score -2.827933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 213941 members 
Entering Unmasked Estep 
Score: -28279306.000000 Penalty: 6104.315918
	Iteration 115Q: 3 clusters Score -2.827931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 213970 members 
Entering Unmasked Estep 
Score: -28279294.000000 Penalty: 6104.315918
	Iteration 116Q: 3 clusters Score -2.827929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 214003 members 
Entering Unmasked Estep 
Score: -28279272.000000 Penalty: 6104.315918
	Iteration 117Q: 3 clusters Score -2.827927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 214033 members 
Entering Unmasked Estep 
Score: -28279270.000000 Penalty: 6104.315918
	Iteration 118Q: 3 clusters Score -2.827927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 214075 members 
Entering Unmasked Estep 
Score: -28279262.000000 Penalty: 6104.315918
	Iteration 119Q: 3 clusters Score -2.827926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 214116 members 
Entering Unmasked Estep 
Score: -28279220.000000 Penalty: 6104.315918
	Iteration 120F: 3 clusters Score -2.827922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 214157 members 
Entering Unmasked Estep 
Score: -28279240.000000 Penalty: 6104.315918
	Iteration 121Q: 3 clusters Score -2.827924e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 214199 members 
Entering Unmasked Estep 
Score: -28279210.000000 Penalty: 6104.315918
	Iteration 122Q: 3 clusters Score -2.827921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 214228 members 
Entering Unmasked Estep 
Score: -28279222.000000 Penalty: 6104.315918
	Iteration 123Q: 3 clusters Score -2.827922e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 214260 members 
Entering Unmasked Estep 
Score: -28279252.000000 Penalty: 6104.315918
	Iteration 124Q: 3 clusters Score -2.827925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 214289 members 
Entering Unmasked Estep 
Score: -28279232.000000 Penalty: 6104.315918
	Iteration 125Q: 3 clusters Score -2.827923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 214313 members 
Entering Unmasked Estep 
Score: -28279258.000000 Penalty: 6104.315918
	Iteration 126Q: 3 clusters Score -2.827926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 214342 members 
Entering Unmasked Estep 
Score: -28279214.000000 Penalty: 6104.315918
	Iteration 127Q: 3 clusters Score -2.827921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 214369 members 
Entering Unmasked Estep 
Score: -28279206.000000 Penalty: 6104.315918
	Iteration 128Q: 3 clusters Score -2.827921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 214385 members 
Entering Unmasked Estep 
Score: -28279220.000000 Penalty: 6104.315918
	Iteration 129Q: 3 clusters Score -2.827922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 214395 members 
Entering Unmasked Estep 
Score: -28279216.000000 Penalty: 6104.315918
	Iteration 130Q: 3 clusters Score -2.827922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 214404 members 
Entering Unmasked Estep 
Score: -28279202.000000 Penalty: 6104.315918
	Iteration 131Q: 3 clusters Score -2.82792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 214415 members 
Entering Unmasked Estep 
Score: -28279174.000000 Penalty: 6104.315918
	Iteration 132Q: 3 clusters Score -2.827917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 214420 members 
Entering Unmasked Estep 
Score: -28279202.000000 Penalty: 6104.315918
	Iteration 133Q: 3 clusters Score -2.82792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 214422 members 
Entering Unmasked Estep 
Score: -28279196.000000 Penalty: 6104.315918
	Iteration 134Q: 3 clusters Score -2.82792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 214424 members 
Entering Unmasked Estep 
Score: -28279180.000000 Penalty: 6104.315918
	Iteration 135Q: 3 clusters Score -2.827918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 214430 members 
Entering Unmasked Estep 
Score: -28279188.000000 Penalty: 6104.315918
	Iteration 136Q: 3 clusters Score -2.827919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 214441 members 
Entering Unmasked Estep 
Score: -28279188.000000 Penalty: 6104.315918
	Iteration 137Q: 3 clusters Score -2.827919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 214457 members 
Entering Unmasked Estep 
Score: -28279192.000000 Penalty: 6104.315918
	Iteration 138Q: 3 clusters Score -2.827919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 214473 members 
Entering Unmasked Estep 
Score: -28279180.000000 Penalty: 6104.315918
	Iteration 139Q: 3 clusters Score -2.827918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 214487 members 
Entering Unmasked Estep 
Score: -28279154.000000 Penalty: 6104.315918
	Iteration 140F: 3 clusters Score -2.827915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 214502 members 
Entering Unmasked Estep 
Score: -28279144.000000 Penalty: 6104.315918
	Iteration 141Q: 3 clusters Score -2.827914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 214515 members 
Entering Unmasked Estep 
Score: -28279132.000000 Penalty: 6104.315918
	Iteration 142Q: 3 clusters Score -2.827913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 214526 members 
Entering Unmasked Estep 
Score: -28279136.000000 Penalty: 6104.315918
	Iteration 143Q: 3 clusters Score -2.827914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 214530 members 
Entering Unmasked Estep 
Score: -28279146.000000 Penalty: 6104.315918
	Iteration 144Q: 3 clusters Score -2.827915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 214536 members 
Entering Unmasked Estep 
Score: -28279138.000000 Penalty: 6104.315918
	Iteration 145Q: 3 clusters Score -2.827914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 214544 members 
Entering Unmasked Estep 
Score: -28279138.000000 Penalty: 6104.315918
	Iteration 146Q: 3 clusters Score -2.827914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 214552 members 
Entering Unmasked Estep 
Score: -28279126.000000 Penalty: 6104.315918
	Iteration 147Q: 3 clusters Score -2.827913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 214559 members 
Entering Unmasked Estep 
Score: -28279112.000000 Penalty: 6104.315918
	Iteration 148Q: 3 clusters Score -2.827911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 214564 members 
Entering Unmasked Estep 
Score: -28279106.000000 Penalty: 6104.315918
	Iteration 149Q: 3 clusters Score -2.827911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 214568 members 
Entering Unmasked Estep 
Score: -28279102.000000 Penalty: 6104.315918
	Iteration 150Q: 3 clusters Score -2.82791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 214573 members 
Entering Unmasked Estep 
Score: -28279110.000000 Penalty: 6104.315918
	Iteration 151Q: 3 clusters Score -2.827911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 214575 members 
Entering Unmasked Estep 
Score: -28279118.000000 Penalty: 6104.315918
	Iteration 152Q: 3 clusters Score -2.827912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 214578 members 
Entering Unmasked Estep 
Score: -28279124.000000 Penalty: 6104.315918
	Iteration 153Q: 3 clusters Score -2.827912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 214583 members 
Entering Unmasked Estep 
Score: -28279120.000000 Penalty: 6104.315918
	Iteration 154Q: 3 clusters Score -2.827912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 214594 members 
Entering Unmasked Estep 
Score: -28279124.000000 Penalty: 6104.315918
	Iteration 155Q: 3 clusters Score -2.827912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 214604 members 
Entering Unmasked Estep 
Score: -28279158.000000 Penalty: 6104.315918
	Iteration 156Q: 3 clusters Score -2.827916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 214616 members 
Entering Unmasked Estep 
Score: -28279148.000000 Penalty: 6104.315918
	Iteration 157Q: 3 clusters Score -2.827915e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 214633 members 
Entering Unmasked Estep 
Score: -28279122.000000 Penalty: 6104.315918
	Iteration 158Q: 3 clusters Score -2.827912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 214645 members 
Entering Unmasked Estep 
Score: -28279138.000000 Penalty: 6104.315918
	Iteration 159Q: 3 clusters Score -2.827914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 214653 members 
Entering Unmasked Estep 
Score: -28279108.000000 Penalty: 6104.315918
	Iteration 160F: 3 clusters Score -2.827911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 214661 members 
Entering Unmasked Estep 
Score: -28279100.000000 Penalty: 6104.315918
	Iteration 161Q: 3 clusters Score -2.82791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 214668 members 
Entering Unmasked Estep 
Score: -28279104.000000 Penalty: 6104.315918
	Iteration 162Q: 3 clusters Score -2.82791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 214674 members 
Entering Unmasked Estep 
Score: -28279084.000000 Penalty: 6104.315918
	Iteration 163Q: 3 clusters Score -2.827908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 214683 members 
Entering Unmasked Estep 
Score: -28279094.000000 Penalty: 6104.315918
	Iteration 164Q: 3 clusters Score -2.827909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 214697 members 
Entering Unmasked Estep 
Score: -28279084.000000 Penalty: 6104.315918
	Iteration 165Q: 3 clusters Score -2.827908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 214712 members 
Entering Unmasked Estep 
Score: -28279062.000000 Penalty: 6104.315918
	Iteration 166Q: 3 clusters Score -2.827906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 214725 members 
Entering Unmasked Estep 
Score: -28279054.000000 Penalty: 6104.315918
	Iteration 167Q: 3 clusters Score -2.827905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 214738 members 
Entering Unmasked Estep 
Score: -28279040.000000 Penalty: 6104.315918
	Iteration 168Q: 3 clusters Score -2.827904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 214748 members 
Entering Unmasked Estep 
Score: -28279040.000000 Penalty: 6104.315918
	Iteration 169Q: 3 clusters Score -2.827904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 214754 members 
Entering Unmasked Estep 
Score: -28279044.000000 Penalty: 6104.315918
	Iteration 170Q: 3 clusters Score -2.827904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 214760 members 
Entering Unmasked Estep 
Score: -28279064.000000 Penalty: 6104.315918
	Iteration 171Q: 3 clusters Score -2.827906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 214767 members 
Entering Unmasked Estep 
Score: -28279052.000000 Penalty: 6104.315918
	Iteration 172Q: 3 clusters Score -2.827905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 214771 members 
Entering Unmasked Estep 
Score: -28279044.000000 Penalty: 6104.315918
	Iteration 173Q: 3 clusters Score -2.827904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 214774 members 
Entering Unmasked Estep 
Score: -28279038.000000 Penalty: 6104.315918
	Iteration 174Q: 3 clusters Score -2.827904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 214777 members 
Entering Unmasked Estep 
Score: -28279036.000000 Penalty: 6104.315918
	Iteration 175Q: 3 clusters Score -2.827904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 214778 members 
Entering Unmasked Estep 
Score: -28279038.000000 Penalty: 6104.315918
	Iteration 176Q: 3 clusters Score -2.827904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 214779 members 
Entering Unmasked Estep 
Score: -28279052.000000 Penalty: 6104.315918
	Iteration 177Q: 3 clusters Score -2.827905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 214780 members 
Entering Unmasked Estep 
Score: -28279046.000000 Penalty: 6104.315918
	Iteration 178Q: 3 clusters Score -2.827905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 214784 members 
Entering Unmasked Estep 
Score: -28279058.000000 Penalty: 6104.315918
	Iteration 179Q: 3 clusters Score -2.827906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -28279060.000000 Penalty: 6104.315918
	Iteration 180F: 3 clusters Score -2.827906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Entering Unmasked Estep 
Score: -3635939.000000 Penalty: 2540.641357
	Iteration 0F: 2 clusters Score -3635939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3616776.500000 Penalty: 5081.282715
	Iteration 0F: 3 clusters Score -3616776 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3623549.500000 Penalty: 5081.282715
	Iteration 1F: 3 clusters Score -3623550 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3624048.250000 Penalty: 5081.282715
	Iteration 2Q: 3 clusters Score -3624048 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3624465.250000 Penalty: 5081.282715
	Iteration 3Q: 3 clusters Score -3624465 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3624836.500000 Penalty: 5081.282715
	Iteration 4Q: 3 clusters Score -3624836 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3625194.750000 Penalty: 5081.282715
	Iteration 5Q: 3 clusters Score -3625195 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3625464.250000 Penalty: 5081.282715
	Iteration 6Q: 3 clusters Score -3625464 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3625708.250000 Penalty: 5081.282715
	Iteration 7Q: 3 clusters Score -3625708 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3625981.750000 Penalty: 5081.282715
	Iteration 8Q: 3 clusters Score -3625982 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3626322.250000 Penalty: 5081.282715
	Iteration 9Q: 3 clusters Score -3626322 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3626766.750000 Penalty: 5081.282715
	Iteration 10Q: 3 clusters Score -3626767 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3627534.000000 Penalty: 5081.282715
	Iteration 11Q: 3 clusters Score -3627534 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3628717.500000 Penalty: 5081.282715
	Iteration 12F: 3 clusters Score -3628718 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3630071.750000 Penalty: 5081.282715
	Iteration 13F: 3 clusters Score -3630072 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3631187.000000 Penalty: 5081.282715
	Iteration 14F: 3 clusters Score -3631187 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3631782.750000 Penalty: 5081.282715
	Iteration 15Q: 3 clusters Score -3631783 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3632103.000000 Penalty: 5081.282715
	Iteration 16Q: 3 clusters Score -3632103 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3632271.250000 Penalty: 5081.282715
	Iteration 17Q: 3 clusters Score -3632271 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3632414.500000 Penalty: 5081.282715
	Iteration 18Q: 3 clusters Score -3632414 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3632503.750000 Penalty: 5081.282715
	Iteration 19Q: 3 clusters Score -3632504 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3632588.750000 Penalty: 5081.282715
	Iteration 20F: 3 clusters Score -3632589 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3632670.250000 Penalty: 5081.282715
	Iteration 21Q: 3 clusters Score -3632670 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3632711.750000 Penalty: 5081.282715
	Iteration 22Q: 3 clusters Score -3632712 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3632779.250000 Penalty: 5081.282715
	Iteration 23Q: 3 clusters Score -3632779 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3632853.500000 Penalty: 5081.282715
	Iteration 24Q: 3 clusters Score -3632854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3632927.500000 Penalty: 5081.282715
	Iteration 25Q: 3 clusters Score -3632928 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3632983.750000 Penalty: 5081.282715
	Iteration 26Q: 3 clusters Score -3632984 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3633017.500000 Penalty: 5081.282715
	Iteration 27Q: 3 clusters Score -3633018 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3633062.250000 Penalty: 5081.282715
	Iteration 28Q: 3 clusters Score -3633062 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3633110.250000 Penalty: 5081.282715
	Iteration 29Q: 3 clusters Score -3633110 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3633149.500000 Penalty: 5081.282715
	Iteration 30Q: 3 clusters Score -3633150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3633193.250000 Penalty: 5081.282715
	Iteration 31Q: 3 clusters Score -3633193 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3633237.750000 Penalty: 5081.282715
	Iteration 32Q: 3 clusters Score -3633238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3633291.500000 Penalty: 5081.282715
	Iteration 33Q: 3 clusters Score -3633292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3633326.500000 Penalty: 5081.282715
	Iteration 34Q: 3 clusters Score -3633326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3633359.250000 Penalty: 5081.282715
	Iteration 35Q: 3 clusters Score -3633359 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3633395.750000 Penalty: 5081.282715
	Iteration 36Q: 3 clusters Score -3633396 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3633453.750000 Penalty: 5081.282715
	Iteration 37Q: 3 clusters Score -3633454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3633496.000000 Penalty: 5081.282715
	Iteration 38Q: 3 clusters Score -3633496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3633541.000000 Penalty: 5081.282715
	Iteration 39Q: 3 clusters Score -3633541 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3633582.500000 Penalty: 5081.282715
	Iteration 40F: 3 clusters Score -3633582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3633638.250000 Penalty: 5081.282715
	Iteration 41Q: 3 clusters Score -3633638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3633691.250000 Penalty: 5081.282715
	Iteration 42Q: 3 clusters Score -3633691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3633722.250000 Penalty: 5081.282715
	Iteration 43Q: 3 clusters Score -3633722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3633756.250000 Penalty: 5081.282715
	Iteration 44Q: 3 clusters Score -3633756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3633798.500000 Penalty: 5081.282715
	Iteration 45Q: 3 clusters Score -3633798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3633818.250000 Penalty: 5081.282715
	Iteration 46Q: 3 clusters Score -3633818 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3633842.000000 Penalty: 5081.282715
	Iteration 47Q: 3 clusters Score -3633842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3633851.000000 Penalty: 5081.282715
	Iteration 48Q: 3 clusters Score -3633851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3633869.500000 Penalty: 5081.282715
	Iteration 49Q: 3 clusters Score -3633870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3633890.750000 Penalty: 5081.282715
	Iteration 50Q: 3 clusters Score -3633891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3633914.250000 Penalty: 5081.282715
	Iteration 51Q: 3 clusters Score -3633914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3633928.000000 Penalty: 5081.282715
	Iteration 52Q: 3 clusters Score -3633928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3633959.500000 Penalty: 5081.282715
	Iteration 53Q: 3 clusters Score -3633960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3633966.500000 Penalty: 5081.282715
	Iteration 54Q: 3 clusters Score -3633966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3633988.500000 Penalty: 5081.282715
	Iteration 55Q: 3 clusters Score -3633988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3634013.750000 Penalty: 5081.282715
	Iteration 56Q: 3 clusters Score -3634014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3634026.750000 Penalty: 5081.282715
	Iteration 57Q: 3 clusters Score -3634027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3634035.000000 Penalty: 5081.282715
	Iteration 58Q: 3 clusters Score -3634035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3634041.500000 Penalty: 5081.282715
	Iteration 59Q: 3 clusters Score -3634042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3634056.250000 Penalty: 5081.282715
	Iteration 60F: 3 clusters Score -3634056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3634056.000000 Penalty: 5081.282715
	Iteration 61Q: 3 clusters Score -3634056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3634063.250000 Penalty: 5081.282715
	Iteration 62Q: 3 clusters Score -3634063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3634070.250000 Penalty: 5081.282715
	Iteration 63Q: 3 clusters Score -3634070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3634074.750000 Penalty: 5081.282715
	Iteration 64Q: 3 clusters Score -3634075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3634080.000000 Penalty: 5081.282715
	Iteration 65Q: 3 clusters Score -3634080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3634094.500000 Penalty: 5081.282715
	Iteration 66Q: 3 clusters Score -3634094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3634091.250000 Penalty: 5081.282715
	Iteration 67Q: 3 clusters Score -3634091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3634097.750000 Penalty: 5081.282715
	Iteration 68Q: 3 clusters Score -3634098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3634102.000000 Penalty: 5081.282715
	Iteration 69Q: 3 clusters Score -3634102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3634101.000000 Penalty: 5081.282715
	Iteration 70Q: 3 clusters Score -3634101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3634102.750000 Penalty: 5081.282715
	Iteration 71Q: 3 clusters Score -3634103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3634102.750000 Penalty: 5081.282715
	Iteration 72Q: 3 clusters Score -3634103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3634107.750000 Penalty: 5081.282715
	Iteration 73Q: 3 clusters Score -3634108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3634112.250000 Penalty: 5081.282715
	Iteration 74Q: 3 clusters Score -3634112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3634107.250000 Penalty: 5081.282715
	Iteration 75Q: 3 clusters Score -3634107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3634113.500000 Penalty: 5081.282715
	Iteration 76Q: 3 clusters Score -3634114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3634121.000000 Penalty: 5081.282715
	Iteration 77Q: 3 clusters Score -3634121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3634122.250000 Penalty: 5081.282715
	Iteration 78Q: 3 clusters Score -3634122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3634119.000000 Penalty: 5081.282715
	Iteration 79Q: 3 clusters Score -3634119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3634124.000000 Penalty: 5081.282715
	Iteration 80F: 3 clusters Score -3634124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3634118.750000 Penalty: 5081.282715
	Iteration 81Q: 3 clusters Score -3634119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3634125.500000 Penalty: 5081.282715
	Iteration 82Q: 3 clusters Score -3634126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3634125.000000 Penalty: 5081.282715
	Iteration 83Q: 3 clusters Score -3634125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3634123.000000 Penalty: 5081.282715
	Iteration 84Q: 3 clusters Score -3634123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3634121.500000 Penalty: 5081.282715
	Iteration 85Q: 3 clusters Score -3634122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3634124.250000 Penalty: 5081.282715
	Iteration 86Q: 3 clusters Score -3634124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3634125.000000 Penalty: 5081.282715
	Iteration 87Q: 3 clusters Score -3634125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3634128.000000 Penalty: 5081.282715
	Iteration 88Q: 3 clusters Score -3634128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3634124.000000 Penalty: 5081.282715
	Iteration 89Q: 3 clusters Score -3634124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3634126.250000 Penalty: 5081.282715
	Iteration 90Q: 3 clusters Score -3634126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3634128.000000 Penalty: 5081.282715
	Iteration 91Q: 3 clusters Score -3634128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3634128.000000 Penalty: 5081.282715
	Iteration 92F: 3 clusters Score -3634128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38745.312500 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38745.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37393.500000 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37393.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37514.035156 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37514.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37546.253906 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -37546.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37546.253906 Penalty: 2892.613770
	Iteration 3F: 3 clusters Score -37546.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -726947.062500 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -726947.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -722009.937500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -722009.9 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -723163.562500 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -723163.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -723420.062500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -723420.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -723614.250000 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -723614.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -723775.687500 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -723775.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -723932.062500 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -723932.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -724082.062500 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -724082.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -724221.687500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -724221.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -724368.062500 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -724368.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -724536.125000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -724536.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -724726.562500 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -724726.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -724897.500000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -724897.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -725046.625000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -725046.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -725169.937500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -725169.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -725264.062500 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -725264.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -725345.000000 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -725345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -725405.187500 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -725405.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -725446.500000 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -725446.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -725489.062500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -725489.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -725527.375000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -725527.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -725551.062500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -725551.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -725565.687500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -725565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -725572.750000 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -725572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -725575.375000 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -725575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -725583.250000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -725583.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -725588.375000 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -725588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -725592.062500 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -725592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -725594.625000 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -725594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -725595.375000 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -725595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -725594.812500 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -725594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -725595.000000 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -725595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -725595.000000 Penalty: 4286.200195
	Iteration 31F: 3 clusters Score -725595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -221461.796875 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -221461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -218961.578125 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -218961.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219410.375000 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -219410.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219534.203125 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -219534.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219597.046875 Penalty: 3734.852051
	Iteration 3Q: 3 clusters Score -219597 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219640.140625 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -219640.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219667.203125 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -219667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -219680.140625 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -219680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219687.093750 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -219687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -219690.921875 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -219690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -219694.656250 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -219694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219699.921875 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -219699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219704.515625 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -219704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219708.593750 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -219708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219709.437500 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -219709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219710.265625 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -219710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -219710.265625 Penalty: 3734.852051
	Iteration 15F: 3 clusters Score -219710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158465 members 
Entering Unmasked Estep 
Score: -20271052.000000 Penalty: 2969.375732
	Iteration 0F: 2 clusters Score -2.027105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -20165646.000000 Penalty: 5938.751465
	Iteration 0F: 3 clusters Score -2.016565e+07 nChanged 75754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -20209544.000000 Penalty: 5938.751465
	Iteration 1F: 3 clusters Score -2.020954e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -20210682.000000 Penalty: 5938.751465
	Iteration 2Q: 3 clusters Score -2.021068e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -20212332.000000 Penalty: 5938.751465
	Iteration 3Q: 3 clusters Score -2.021233e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -20214678.000000 Penalty: 5938.751465
	Iteration 4Q: 3 clusters Score -2.021468e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -20217446.000000 Penalty: 5938.751465
	Iteration 5Q: 3 clusters Score -2.021745e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -20221480.000000 Penalty: 5938.751465
	Iteration 6F: 3 clusters Score -2.022148e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 87007 members 
Entering Unmasked Estep 
Score: -20226300.000000 Penalty: 5938.751465
	Iteration 7F: 3 clusters Score -2.02263e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -20232188.000000 Penalty: 5938.751465
	Iteration 8F: 3 clusters Score -2.023219e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -20239284.000000 Penalty: 5938.751465
	Iteration 9F: 3 clusters Score -2.023928e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 102721 members 
Entering Unmasked Estep 
Score: -20246270.000000 Penalty: 5938.751465
	Iteration 10F: 3 clusters Score -2.024627e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -20251876.000000 Penalty: 5938.751465
	Iteration 11Q: 3 clusters Score -2.025188e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -20254754.000000 Penalty: 5938.751465
	Iteration 12Q: 3 clusters Score -2.025475e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -20256218.000000 Penalty: 5938.751465
	Iteration 13Q: 3 clusters Score -2.025622e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 117033 members 
Entering Unmasked Estep 
Score: -20257234.000000 Penalty: 5938.751465
	Iteration 14Q: 3 clusters Score -2.025723e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 119908 members 
Entering Unmasked Estep 
Score: -20258242.000000 Penalty: 5938.751465
	Iteration 15Q: 3 clusters Score -2.025824e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -20259200.000000 Penalty: 5938.751465
	Iteration 16Q: 3 clusters Score -2.02592e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -20260104.000000 Penalty: 5938.751465
	Iteration 17Q: 3 clusters Score -2.02601e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -20260924.000000 Penalty: 5938.751465
	Iteration 18Q: 3 clusters Score -2.026092e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -20261718.000000 Penalty: 5938.751465
	Iteration 19Q: 3 clusters Score -2.026172e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 132956 members 
Entering Unmasked Estep 
Score: -20262446.000000 Penalty: 5938.751465
	Iteration 20F: 3 clusters Score -2.026245e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 135237 members 
Entering Unmasked Estep 
Score: -20263198.000000 Penalty: 5938.751465
	Iteration 21Q: 3 clusters Score -2.02632e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 137381 members 
Entering Unmasked Estep 
Score: -20263956.000000 Penalty: 5938.751465
	Iteration 22Q: 3 clusters Score -2.026396e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 139362 members 
Entering Unmasked Estep 
Score: -20264562.000000 Penalty: 5938.751465
	Iteration 23Q: 3 clusters Score -2.026456e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 141203 members 
Entering Unmasked Estep 
Score: -20265088.000000 Penalty: 5938.751465
	Iteration 24Q: 3 clusters Score -2.026509e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -20265758.000000 Penalty: 5938.751465
	Iteration 25Q: 3 clusters Score -2.026576e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -20266176.000000 Penalty: 5938.751465
	Iteration 26Q: 3 clusters Score -2.026618e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -20266630.000000 Penalty: 5938.751465
	Iteration 27Q: 3 clusters Score -2.026663e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -20267142.000000 Penalty: 5938.751465
	Iteration 28Q: 3 clusters Score -2.026714e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -20267540.000000 Penalty: 5938.751465
	Iteration 29Q: 3 clusters Score -2.026754e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -20267806.000000 Penalty: 5938.751465
	Iteration 30Q: 3 clusters Score -2.026781e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 150444 members 
Entering Unmasked Estep 
Score: -20268072.000000 Penalty: 5938.751465
	Iteration 31Q: 3 clusters Score -2.026807e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -20268386.000000 Penalty: 5938.751465
	Iteration 32Q: 3 clusters Score -2.026839e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 151938 members 
Entering Unmasked Estep 
Score: -20268570.000000 Penalty: 5938.751465
	Iteration 33Q: 3 clusters Score -2.026857e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -20268690.000000 Penalty: 5938.751465
	Iteration 34Q: 3 clusters Score -2.026869e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -20268858.000000 Penalty: 5938.751465
	Iteration 35Q: 3 clusters Score -2.026886e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -20268904.000000 Penalty: 5938.751465
	Iteration 36Q: 3 clusters Score -2.02689e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 153858 members 
Entering Unmasked Estep 
Score: -20268966.000000 Penalty: 5938.751465
	Iteration 37Q: 3 clusters Score -2.026897e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -20269038.000000 Penalty: 5938.751465
	Iteration 38Q: 3 clusters Score -2.026904e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 154370 members 
Entering Unmasked Estep 
Score: -20269056.000000 Penalty: 5938.751465
	Iteration 39Q: 3 clusters Score -2.026906e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -20269052.000000 Penalty: 5938.751465
	Iteration 40F: 3 clusters Score -2.026905e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 154734 members 
Entering Unmasked Estep 
Score: -20269072.000000 Penalty: 5938.751465
	Iteration 41Q: 3 clusters Score -2.026907e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -20269078.000000 Penalty: 5938.751465
	Iteration 42Q: 3 clusters Score -2.026908e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 155018 members 
Entering Unmasked Estep 
Score: -20269178.000000 Penalty: 5938.751465
	Iteration 43Q: 3 clusters Score -2.026918e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -20269208.000000 Penalty: 5938.751465
	Iteration 44Q: 3 clusters Score -2.026921e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -20269244.000000 Penalty: 5938.751465
	Iteration 45Q: 3 clusters Score -2.026924e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -20269246.000000 Penalty: 5938.751465
	Iteration 46Q: 3 clusters Score -2.026925e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -20269298.000000 Penalty: 5938.751465
	Iteration 47Q: 3 clusters Score -2.02693e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 155582 members 
Entering Unmasked Estep 
Score: -20269332.000000 Penalty: 5938.751465
	Iteration 48Q: 3 clusters Score -2.026933e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -20269366.000000 Penalty: 5938.751465
	Iteration 49Q: 3 clusters Score -2.026937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 155736 members 
Entering Unmasked Estep 
Score: -20269394.000000 Penalty: 5938.751465
	Iteration 50Q: 3 clusters Score -2.026939e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -20269352.000000 Penalty: 5938.751465
	Iteration 51Q: 3 clusters Score -2.026935e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -20269354.000000 Penalty: 5938.751465
	Iteration 52Q: 3 clusters Score -2.026935e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -20269386.000000 Penalty: 5938.751465
	Iteration 53Q: 3 clusters Score -2.026939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -20269360.000000 Penalty: 5938.751465
	Iteration 54Q: 3 clusters Score -2.026936e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -20269380.000000 Penalty: 5938.751465
	Iteration 55Q: 3 clusters Score -2.026938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -20269380.000000 Penalty: 5938.751465
	Iteration 56Q: 3 clusters Score -2.026938e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 156063 members 
Entering Unmasked Estep 
Score: -20269398.000000 Penalty: 5938.751465
	Iteration 57Q: 3 clusters Score -2.02694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5938.751465
	Iteration 58Q: 3 clusters Score -2.026943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -20269420.000000 Penalty: 5938.751465
	Iteration 59Q: 3 clusters Score -2.026942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5938.751465
	Iteration 60F: 3 clusters Score -2.026943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5938.751465
	Iteration 61Q: 3 clusters Score -2.026943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 156161 members 
Entering Unmasked Estep 
Score: -20269426.000000 Penalty: 5938.751465
	Iteration 62Q: 3 clusters Score -2.026943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -20269426.000000 Penalty: 5938.751465
	Iteration 63Q: 3 clusters Score -2.026943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -20269440.000000 Penalty: 5938.751465
	Iteration 64Q: 3 clusters Score -2.026944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 156191 members 
Entering Unmasked Estep 
Score: -20269434.000000 Penalty: 5938.751465
	Iteration 65Q: 3 clusters Score -2.026943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -20269418.000000 Penalty: 5938.751465
	Iteration 66Q: 3 clusters Score -2.026942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -20269424.000000 Penalty: 5938.751465
	Iteration 67Q: 3 clusters Score -2.026942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -20269430.000000 Penalty: 5938.751465
	Iteration 68Q: 3 clusters Score -2.026943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -20269440.000000 Penalty: 5938.751465
	Iteration 69Q: 3 clusters Score -2.026944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -20269424.000000 Penalty: 5938.751465
	Iteration 70Q: 3 clusters Score -2.026942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 156240 members 
Entering Unmasked Estep 
Score: -20269418.000000 Penalty: 5938.751465
	Iteration 71Q: 3 clusters Score -2.026942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -20269416.000000 Penalty: 5938.751465
	Iteration 72Q: 3 clusters Score -2.026942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 156249 members 
Entering Unmasked Estep 
Score: -20269410.000000 Penalty: 5938.751465
	Iteration 73Q: 3 clusters Score -2.026941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -20269412.000000 Penalty: 5938.751465
	Iteration 74Q: 3 clusters Score -2.026941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 156259 members 
Entering Unmasked Estep 
Score: -20269400.000000 Penalty: 5938.751465
	Iteration 75Q: 3 clusters Score -2.02694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -20269424.000000 Penalty: 5938.751465
	Iteration 76Q: 3 clusters Score -2.026942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 156267 members 
Entering Unmasked Estep 
Score: -20269416.000000 Penalty: 5938.751465
	Iteration 77Q: 3 clusters Score -2.026942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -20269412.000000 Penalty: 5938.751465
	Iteration 78Q: 3 clusters Score -2.026941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -20269404.000000 Penalty: 5938.751465
	Iteration 79Q: 3 clusters Score -2.02694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 156273 members 
Entering Unmasked Estep 
Score: -20269410.000000 Penalty: 5938.751465
	Iteration 80F: 3 clusters Score -2.026941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 156276 members 
Entering Unmasked Estep 
Score: -20269416.000000 Penalty: 5938.751465
	Iteration 81Q: 3 clusters Score -2.026942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 156278 members 
Entering Unmasked Estep 
Score: -20269400.000000 Penalty: 5938.751465
	Iteration 82Q: 3 clusters Score -2.02694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -20269414.000000 Penalty: 5938.751465
	Iteration 83Q: 3 clusters Score -2.026941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 156287 members 
Entering Unmasked Estep 
Score: -20269416.000000 Penalty: 5938.751465
	Iteration 84Q: 3 clusters Score -2.026942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5938.751465
	Iteration 85Q: 3 clusters Score -2.026943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 156300 members 
Entering Unmasked Estep 
Score: -20269408.000000 Penalty: 5938.751465
	Iteration 86Q: 3 clusters Score -2.026941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -20269394.000000 Penalty: 5938.751465
	Iteration 87Q: 3 clusters Score -2.026939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -20269408.000000 Penalty: 5938.751465
	Iteration 88Q: 3 clusters Score -2.026941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -20269400.000000 Penalty: 5938.751465
	Iteration 89Q: 3 clusters Score -2.02694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 156332 members 
Entering Unmasked Estep 
Score: -20269418.000000 Penalty: 5938.751465
	Iteration 90Q: 3 clusters Score -2.026942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -20269414.000000 Penalty: 5938.751465
	Iteration 91Q: 3 clusters Score -2.026941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 156342 members 
Entering Unmasked Estep 
Score: -20269412.000000 Penalty: 5938.751465
	Iteration 92Q: 3 clusters Score -2.026941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 156346 members 
Entering Unmasked Estep 
Score: -20269420.000000 Penalty: 5938.751465
	Iteration 93Q: 3 clusters Score -2.026942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -20269428.000000 Penalty: 5938.751465
	Iteration 94Q: 3 clusters Score -2.026943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -20269420.000000 Penalty: 5938.751465
	Iteration 95Q: 3 clusters Score -2.026942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -20269420.000000 Penalty: 5938.751465
	Iteration 96Q: 3 clusters Score -2.026942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 156362 members 
Entering Unmasked Estep 
Score: -20269420.000000 Penalty: 5938.751465
	Iteration 97Q: 3 clusters Score -2.026942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -20269430.000000 Penalty: 5938.751465
	Iteration 98Q: 3 clusters Score -2.026943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 156365 members 
Entering Unmasked Estep 
Score: -20269436.000000 Penalty: 5938.751465
	Iteration 99Q: 3 clusters Score -2.026944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -20269434.000000 Penalty: 5938.751465
	Iteration 100F: 3 clusters Score -2.026943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (124181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Entering Unmasked Estep 
Score: -15967144.000000 Penalty: 2908.914795
	Iteration 0F: 2 clusters Score -1.596714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -15884342.000000 Penalty: 5817.829590
	Iteration 0F: 3 clusters Score -1.588434e+07 nChanged 58895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -15918874.000000 Penalty: 5817.829590
	Iteration 1F: 3 clusters Score -1.591887e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -15920594.000000 Penalty: 5817.829590
	Iteration 2Q: 3 clusters Score -1.592059e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -15923868.000000 Penalty: 5817.829590
	Iteration 3F: 3 clusters Score -1.592387e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -15929036.000000 Penalty: 5817.829590
	Iteration 4F: 3 clusters Score -1.592904e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -15936534.000000 Penalty: 5817.829590
	Iteration 5F: 3 clusters Score -1.593653e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -15945720.000000 Penalty: 5817.829590
	Iteration 6F: 3 clusters Score -1.594572e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -15953355.000000 Penalty: 5817.829590
	Iteration 7F: 3 clusters Score -1.595336e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -15957625.000000 Penalty: 5817.829590
	Iteration 8Q: 3 clusters Score -1.595762e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -15959233.000000 Penalty: 5817.829590
	Iteration 9Q: 3 clusters Score -1.595923e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -15960234.000000 Penalty: 5817.829590
	Iteration 10Q: 3 clusters Score -1.596023e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -15961046.000000 Penalty: 5817.829590
	Iteration 11Q: 3 clusters Score -1.596105e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -15961602.000000 Penalty: 5817.829590
	Iteration 12Q: 3 clusters Score -1.59616e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -15962198.000000 Penalty: 5817.829590
	Iteration 13Q: 3 clusters Score -1.59622e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -15962665.000000 Penalty: 5817.829590
	Iteration 14Q: 3 clusters Score -1.596266e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -15963057.000000 Penalty: 5817.829590
	Iteration 15Q: 3 clusters Score -1.596306e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -15963404.000000 Penalty: 5817.829590
	Iteration 16Q: 3 clusters Score -1.59634e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112706 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -15963683.000000 Penalty: 5817.829590
	Iteration 17Q: 3 clusters Score -1.596368e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -15963984.000000 Penalty: 5817.829590
	Iteration 18Q: 3 clusters Score -1.596398e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114335 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -15964190.000000 Penalty: 5817.829590
	Iteration 19Q: 3 clusters Score -1.596419e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -15964363.000000 Penalty: 5817.829590
	Iteration 20F: 3 clusters Score -1.596436e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -15964512.000000 Penalty: 5817.829590
	Iteration 21Q: 3 clusters Score -1.596451e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116282 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -15964661.000000 Penalty: 5817.829590
	Iteration 22Q: 3 clusters Score -1.596466e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116754 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -15964769.000000 Penalty: 5817.829590
	Iteration 23Q: 3 clusters Score -1.596477e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -15964830.000000 Penalty: 5817.829590
	Iteration 24Q: 3 clusters Score -1.596483e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117458 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -15964902.000000 Penalty: 5817.829590
	Iteration 25Q: 3 clusters Score -1.59649e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -15964963.000000 Penalty: 5817.829590
	Iteration 26Q: 3 clusters Score -1.596496e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -15965069.000000 Penalty: 5817.829590
	Iteration 27Q: 3 clusters Score -1.596507e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118287 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -15965118.000000 Penalty: 5817.829590
	Iteration 28Q: 3 clusters Score -1.596512e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118522 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -15965147.000000 Penalty: 5817.829590
	Iteration 29Q: 3 clusters Score -1.596515e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118744 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -15965121.000000 Penalty: 5817.829590
	Iteration 30Q: 3 clusters Score -1.596512e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -15965123.000000 Penalty: 5817.829590
	Iteration 31Q: 3 clusters Score -1.596512e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -15965169.000000 Penalty: 5817.829590
	Iteration 32Q: 3 clusters Score -1.596517e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -15965175.000000 Penalty: 5817.829590
	Iteration 33Q: 3 clusters Score -1.596518e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -15965221.000000 Penalty: 5817.829590
	Iteration 34Q: 3 clusters Score -1.596522e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -15965236.000000 Penalty: 5817.829590
	Iteration 35Q: 3 clusters Score -1.596524e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119783 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -15965239.000000 Penalty: 5817.829590
	Iteration 36Q: 3 clusters Score -1.596524e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -15965228.000000 Penalty: 5817.829590
	Iteration 37Q: 3 clusters Score -1.596523e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120039 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -15965253.000000 Penalty: 5817.829590
	Iteration 38Q: 3 clusters Score -1.596525e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -15965275.000000 Penalty: 5817.829590
	Iteration 39Q: 3 clusters Score -1.596528e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -15965291.000000 Penalty: 5817.829590
	Iteration 40F: 3 clusters Score -1.596529e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120277 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -15965326.000000 Penalty: 5817.829590
	Iteration 41Q: 3 clusters Score -1.596533e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -15965339.000000 Penalty: 5817.829590
	Iteration 42Q: 3 clusters Score -1.596534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -15965357.000000 Penalty: 5817.829590
	Iteration 43Q: 3 clusters Score -1.596536e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -15965361.000000 Penalty: 5817.829590
	Iteration 44Q: 3 clusters Score -1.596536e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -15965357.000000 Penalty: 5817.829590
	Iteration 45Q: 3 clusters Score -1.596536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -15965357.000000 Penalty: 5817.829590
	Iteration 46Q: 3 clusters Score -1.596536e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120565 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -15965369.000000 Penalty: 5817.829590
	Iteration 47Q: 3 clusters Score -1.596537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -15965394.000000 Penalty: 5817.829590
	Iteration 48Q: 3 clusters Score -1.596539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -15965389.000000 Penalty: 5817.829590
	Iteration 49Q: 3 clusters Score -1.596539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120653 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -15965389.000000 Penalty: 5817.829590
	Iteration 50Q: 3 clusters Score -1.596539e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120673 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -15965370.000000 Penalty: 5817.829590
	Iteration 51Q: 3 clusters Score -1.596537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120698 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -15965382.000000 Penalty: 5817.829590
	Iteration 52Q: 3 clusters Score -1.596538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120716 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15965397.000000 Penalty: 5817.829590
	Iteration 53Q: 3 clusters Score -1.59654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -15965397.000000 Penalty: 5817.829590
	Iteration 54Q: 3 clusters Score -1.59654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -15965403.000000 Penalty: 5817.829590
	Iteration 55Q: 3 clusters Score -1.59654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -15965415.000000 Penalty: 5817.829590
	Iteration 56Q: 3 clusters Score -1.596542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -15965400.000000 Penalty: 5817.829590
	Iteration 57Q: 3 clusters Score -1.59654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120799 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -15965411.000000 Penalty: 5817.829590
	Iteration 58Q: 3 clusters Score -1.596541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120816 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -15965404.000000 Penalty: 5817.829590
	Iteration 59Q: 3 clusters Score -1.59654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120838 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -15965413.000000 Penalty: 5817.829590
	Iteration 60F: 3 clusters Score -1.596541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -15965397.000000 Penalty: 5817.829590
	Iteration 61Q: 3 clusters Score -1.59654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -15965407.000000 Penalty: 5817.829590
	Iteration 62Q: 3 clusters Score -1.596541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -15965424.000000 Penalty: 5817.829590
	Iteration 63Q: 3 clusters Score -1.596542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -15965422.000000 Penalty: 5817.829590
	Iteration 64Q: 3 clusters Score -1.596542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120926 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -15965426.000000 Penalty: 5817.829590
	Iteration 65Q: 3 clusters Score -1.596543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -15965439.000000 Penalty: 5817.829590
	Iteration 66Q: 3 clusters Score -1.596544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -15965437.000000 Penalty: 5817.829590
	Iteration 67Q: 3 clusters Score -1.596544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120989 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -15965450.000000 Penalty: 5817.829590
	Iteration 68Q: 3 clusters Score -1.596545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -15965439.000000 Penalty: 5817.829590
	Iteration 69Q: 3 clusters Score -1.596544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121037 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -15965434.000000 Penalty: 5817.829590
	Iteration 70Q: 3 clusters Score -1.596543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121055 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15965445.000000 Penalty: 5817.829590
	Iteration 71Q: 3 clusters Score -1.596544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15965450.000000 Penalty: 5817.829590
	Iteration 72Q: 3 clusters Score -1.596545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -15965441.000000 Penalty: 5817.829590
	Iteration 73Q: 3 clusters Score -1.596544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121122 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -15965447.000000 Penalty: 5817.829590
	Iteration 74Q: 3 clusters Score -1.596545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -15965444.000000 Penalty: 5817.829590
	Iteration 75Q: 3 clusters Score -1.596544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -15965446.000000 Penalty: 5817.829590
	Iteration 76Q: 3 clusters Score -1.596545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -15965439.000000 Penalty: 5817.829590
	Iteration 77Q: 3 clusters Score -1.596544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15965424.000000 Penalty: 5817.829590
	Iteration 78Q: 3 clusters Score -1.596542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121218 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -15965443.000000 Penalty: 5817.829590
	Iteration 79Q: 3 clusters Score -1.596544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -15965452.000000 Penalty: 5817.829590
	Iteration 80F: 3 clusters Score -1.596545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -15965458.000000 Penalty: 5817.829590
	Iteration 81Q: 3 clusters Score -1.596546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121300 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -15965454.000000 Penalty: 5817.829590
	Iteration 82Q: 3 clusters Score -1.596545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -15965455.000000 Penalty: 5817.829590
	Iteration 83Q: 3 clusters Score -1.596546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121357 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -15965449.000000 Penalty: 5817.829590
	Iteration 84Q: 3 clusters Score -1.596545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -15965459.000000 Penalty: 5817.829590
	Iteration 85Q: 3 clusters Score -1.596546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121410 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -15965469.000000 Penalty: 5817.829590
	Iteration 86Q: 3 clusters Score -1.596547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -15965454.000000 Penalty: 5817.829590
	Iteration 87Q: 3 clusters Score -1.596545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15965455.000000 Penalty: 5817.829590
	Iteration 88Q: 3 clusters Score -1.596546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -15965447.000000 Penalty: 5817.829590
	Iteration 89Q: 3 clusters Score -1.596545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15965458.000000 Penalty: 5817.829590
	Iteration 90Q: 3 clusters Score -1.596546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121488 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15965448.000000 Penalty: 5817.829590
	Iteration 91Q: 3 clusters Score -1.596545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121503 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -15965422.000000 Penalty: 5817.829590
	Iteration 92Q: 3 clusters Score -1.596542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121517 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -15965436.000000 Penalty: 5817.829590
	Iteration 93Q: 3 clusters Score -1.596544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121525 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -15965436.000000 Penalty: 5817.829590
	Iteration 94Q: 3 clusters Score -1.596544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -15965454.000000 Penalty: 5817.829590
	Iteration 95Q: 3 clusters Score -1.596545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -15965444.000000 Penalty: 5817.829590
	Iteration 96Q: 3 clusters Score -1.596544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121550 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -15965445.000000 Penalty: 5817.829590
	Iteration 97Q: 3 clusters Score -1.596544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -15965460.000000 Penalty: 5817.829590
	Iteration 98Q: 3 clusters Score -1.596546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121568 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -15965462.000000 Penalty: 5817.829590
	Iteration 99Q: 3 clusters Score -1.596546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -15965467.000000 Penalty: 5817.829590
	Iteration 100F: 3 clusters Score -1.596547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121596 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15965478.000000 Penalty: 5817.829590
	Iteration 101Q: 3 clusters Score -1.596548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -15965494.000000 Penalty: 5817.829590
	Iteration 102Q: 3 clusters Score -1.596549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -15965491.000000 Penalty: 5817.829590
	Iteration 103Q: 3 clusters Score -1.596549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121624 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -15965476.000000 Penalty: 5817.829590
	Iteration 104Q: 3 clusters Score -1.596548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -15965484.000000 Penalty: 5817.829590
	Iteration 105Q: 3 clusters Score -1.596548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -15965471.000000 Penalty: 5817.829590
	Iteration 106Q: 3 clusters Score -1.596547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121643 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -15965465.000000 Penalty: 5817.829590
	Iteration 107Q: 3 clusters Score -1.596546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121651 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -15965461.000000 Penalty: 5817.829590
	Iteration 108Q: 3 clusters Score -1.596546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -15965446.000000 Penalty: 5817.829590
	Iteration 109Q: 3 clusters Score -1.596545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -15965453.000000 Penalty: 5817.829590
	Iteration 110Q: 3 clusters Score -1.596545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121683 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15965452.000000 Penalty: 5817.829590
	Iteration 111Q: 3 clusters Score -1.596545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -15965462.000000 Penalty: 5817.829590
	Iteration 112Q: 3 clusters Score -1.596546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -15965454.000000 Penalty: 5817.829590
	Iteration 113Q: 3 clusters Score -1.596545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121700 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -15965470.000000 Penalty: 5817.829590
	Iteration 114Q: 3 clusters Score -1.596547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121705 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15965465.000000 Penalty: 5817.829590
	Iteration 115Q: 3 clusters Score -1.596546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -15965471.000000 Penalty: 5817.829590
	Iteration 116Q: 3 clusters Score -1.596547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15965480.000000 Penalty: 5817.829590
	Iteration 117Q: 3 clusters Score -1.596548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121713 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15965479.000000 Penalty: 5817.829590
	Iteration 118Q: 3 clusters Score -1.596548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121714 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -15965481.000000 Penalty: 5817.829590
	Iteration 119Q: 3 clusters Score -1.596548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121714 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -15965481.000000 Penalty: 5817.829590
	Iteration 120F: 3 clusters Score -1.596548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Entering Unmasked Estep 
Score: -8679845.000000 Penalty: 2755.998291
	Iteration 0F: 2 clusters Score -8679845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -8634842.000000 Penalty: 5511.996582
	Iteration 0F: 3 clusters Score -8634842 nChanged 31177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -8652483.000000 Penalty: 5511.996582
	Iteration 1F: 3 clusters Score -8652483 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -8653144.000000 Penalty: 5511.996582
	Iteration 2Q: 3 clusters Score -8653144 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -8653891.000000 Penalty: 5511.996582
	Iteration 3Q: 3 clusters Score -8653891 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -8654690.000000 Penalty: 5511.996582
	Iteration 4Q: 3 clusters Score -8654690 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8655637.000000 Penalty: 5511.996582
	Iteration 5Q: 3 clusters Score -8655637 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -8656822.000000 Penalty: 5511.996582
	Iteration 6Q: 3 clusters Score -8656822 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -8658170.000000 Penalty: 5511.996582
	Iteration 7Q: 3 clusters Score -8658170 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -8659884.000000 Penalty: 5511.996582
	Iteration 8F: 3 clusters Score -8659884 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8662081.000000 Penalty: 5511.996582
	Iteration 9F: 3 clusters Score -8662081 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -8664801.000000 Penalty: 5511.996582
	Iteration 10F: 3 clusters Score -8664801 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -8668015.000000 Penalty: 5511.996582
	Iteration 11F: 3 clusters Score -8668015 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -8670323.000000 Penalty: 5511.996582
	Iteration 12F: 3 clusters Score -8670323 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -8671418.000000 Penalty: 5511.996582
	Iteration 13Q: 3 clusters Score -8671418 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -8671833.000000 Penalty: 5511.996582
	Iteration 14Q: 3 clusters Score -8671833 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -8672207.000000 Penalty: 5511.996582
	Iteration 15Q: 3 clusters Score -8672207 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8672393.000000 Penalty: 5511.996582
	Iteration 16Q: 3 clusters Score -8672393 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8672579.000000 Penalty: 5511.996582
	Iteration 17Q: 3 clusters Score -8672579 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8672708.000000 Penalty: 5511.996582
	Iteration 18Q: 3 clusters Score -8672708 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8672857.000000 Penalty: 5511.996582
	Iteration 19Q: 3 clusters Score -8672857 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8672951.000000 Penalty: 5511.996582
	Iteration 20F: 3 clusters Score -8672951 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8673058.000000 Penalty: 5511.996582
	Iteration 21Q: 3 clusters Score -8673058 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8673145.000000 Penalty: 5511.996582
	Iteration 22Q: 3 clusters Score -8673145 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8673235.000000 Penalty: 5511.996582
	Iteration 23Q: 3 clusters Score -8673235 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8673341.000000 Penalty: 5511.996582
	Iteration 24Q: 3 clusters Score -8673341 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -8673470.000000 Penalty: 5511.996582
	Iteration 25Q: 3 clusters Score -8673470 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8673572.000000 Penalty: 5511.996582
	Iteration 26Q: 3 clusters Score -8673572 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -8673676.000000 Penalty: 5511.996582
	Iteration 27Q: 3 clusters Score -8673676 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8673785.000000 Penalty: 5511.996582
	Iteration 28Q: 3 clusters Score -8673785 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -8673907.000000 Penalty: 5511.996582
	Iteration 29Q: 3 clusters Score -8673907 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -8674033.000000 Penalty: 5511.996582
	Iteration 30Q: 3 clusters Score -8674033 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -8674150.000000 Penalty: 5511.996582
	Iteration 31Q: 3 clusters Score -8674150 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -8674254.000000 Penalty: 5511.996582
	Iteration 32Q: 3 clusters Score -8674254 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -8674345.000000 Penalty: 5511.996582
	Iteration 33Q: 3 clusters Score -8674345 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -8674466.000000 Penalty: 5511.996582
	Iteration 34Q: 3 clusters Score -8674466 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -8674582.000000 Penalty: 5511.996582
	Iteration 35Q: 3 clusters Score -8674582 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -8674726.000000 Penalty: 5511.996582
	Iteration 36Q: 3 clusters Score -8674726 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8674795.000000 Penalty: 5511.996582
	Iteration 37Q: 3 clusters Score -8674795 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -8674973.000000 Penalty: 5511.996582
	Iteration 38Q: 3 clusters Score -8674973 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -8675097.000000 Penalty: 5511.996582
	Iteration 39Q: 3 clusters Score -8675097 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -8675251.000000 Penalty: 5511.996582
	Iteration 40F: 3 clusters Score -8675251 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -8675398.000000 Penalty: 5511.996582
	Iteration 41Q: 3 clusters Score -8675398 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -8675503.000000 Penalty: 5511.996582
	Iteration 42Q: 3 clusters Score -8675503 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -8675693.000000 Penalty: 5511.996582
	Iteration 43Q: 3 clusters Score -8675693 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -8675856.000000 Penalty: 5511.996582
	Iteration 44Q: 3 clusters Score -8675856 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -8675965.000000 Penalty: 5511.996582
	Iteration 45Q: 3 clusters Score -8675965 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -8676148.000000 Penalty: 5511.996582
	Iteration 46Q: 3 clusters Score -8676148 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -8676261.000000 Penalty: 5511.996582
	Iteration 47Q: 3 clusters Score -8676261 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -8676388.000000 Penalty: 5511.996582
	Iteration 48Q: 3 clusters Score -8676388 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -8676488.000000 Penalty: 5511.996582
	Iteration 49Q: 3 clusters Score -8676488 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -8676568.000000 Penalty: 5511.996582
	Iteration 50Q: 3 clusters Score -8676568 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -8676648.000000 Penalty: 5511.996582
	Iteration 51Q: 3 clusters Score -8676648 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -8676730.000000 Penalty: 5511.996582
	Iteration 52Q: 3 clusters Score -8676730 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -8676799.000000 Penalty: 5511.996582
	Iteration 53Q: 3 clusters Score -8676799 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -8676879.000000 Penalty: 5511.996582
	Iteration 54Q: 3 clusters Score -8676879 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -8676945.000000 Penalty: 5511.996582
	Iteration 55Q: 3 clusters Score -8676945 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -8677031.000000 Penalty: 5511.996582
	Iteration 56Q: 3 clusters Score -8677031 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -8677108.000000 Penalty: 5511.996582
	Iteration 57Q: 3 clusters Score -8677108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -8677174.000000 Penalty: 5511.996582
	Iteration 58Q: 3 clusters Score -8677174 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8677225.000000 Penalty: 5511.996582
	Iteration 59Q: 3 clusters Score -8677225 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -8677267.000000 Penalty: 5511.996582
	Iteration 60F: 3 clusters Score -8677267 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -8677352.000000 Penalty: 5511.996582
	Iteration 61Q: 3 clusters Score -8677352 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -8677401.000000 Penalty: 5511.996582
	Iteration 62Q: 3 clusters Score -8677401 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8677452.000000 Penalty: 5511.996582
	Iteration 63Q: 3 clusters Score -8677452 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8677484.000000 Penalty: 5511.996582
	Iteration 64Q: 3 clusters Score -8677484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8677521.000000 Penalty: 5511.996582
	Iteration 65Q: 3 clusters Score -8677521 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -8677579.000000 Penalty: 5511.996582
	Iteration 66Q: 3 clusters Score -8677579 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -8677607.000000 Penalty: 5511.996582
	Iteration 67Q: 3 clusters Score -8677607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -8677643.000000 Penalty: 5511.996582
	Iteration 68Q: 3 clusters Score -8677643 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
Score: -8677647.000000 Penalty: 5511.996582
	Iteration 69Q: 3 clusters Score -8677647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -8677680.000000 Penalty: 5511.996582
	Iteration 70Q: 3 clusters Score -8677680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -8677673.000000 Penalty: 5511.996582
	Iteration 71Q: 3 clusters Score -8677673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -8677713.000000 Penalty: 5511.996582
	Iteration 72Q: 3 clusters Score -8677713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -8677725.000000 Penalty: 5511.996582
	Iteration 73Q: 3 clusters Score -8677725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -8677743.000000 Penalty: 5511.996582
	Iteration 74Q: 3 clusters Score -8677743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -8677774.000000 Penalty: 5511.996582
	Iteration 75Q: 3 clusters Score -8677774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8677785.000000 Penalty: 5511.996582
	Iteration 76Q: 3 clusters Score -8677785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -8677804.000000 Penalty: 5511.996582
	Iteration 77Q: 3 clusters Score -8677804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -8677818.000000 Penalty: 5511.996582
	Iteration 78Q: 3 clusters Score -8677818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -8677823.000000 Penalty: 5511.996582
	Iteration 79Q: 3 clusters Score -8677823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -8677816.000000 Penalty: 5511.996582
	Iteration 80F: 3 clusters Score -8677816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -8677832.000000 Penalty: 5511.996582
	Iteration 81Q: 3 clusters Score -8677832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -8677851.000000 Penalty: 5511.996582
	Iteration 82Q: 3 clusters Score -8677851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8677852.000000 Penalty: 5511.996582
	Iteration 83Q: 3 clusters Score -8677852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -8677846.000000 Penalty: 5511.996582
	Iteration 84Q: 3 clusters Score -8677846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -8677849.000000 Penalty: 5511.996582
	Iteration 85Q: 3 clusters Score -8677849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -8677853.000000 Penalty: 5511.996582
	Iteration 86Q: 3 clusters Score -8677853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -8677870.000000 Penalty: 5511.996582
	Iteration 87Q: 3 clusters Score -8677870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -8677876.000000 Penalty: 5511.996582
	Iteration 88Q: 3 clusters Score -8677876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -8677873.000000 Penalty: 5511.996582
	Iteration 89Q: 3 clusters Score -8677873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -8677879.000000 Penalty: 5511.996582
	Iteration 90Q: 3 clusters Score -8677879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -8677873.000000 Penalty: 5511.996582
	Iteration 91Q: 3 clusters Score -8677873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -8677878.000000 Penalty: 5511.996582
	Iteration 92Q: 3 clusters Score -8677878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -8677877.000000 Penalty: 5511.996582
	Iteration 93Q: 3 clusters Score -8677877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -8677872.000000 Penalty: 5511.996582
	Iteration 94Q: 3 clusters Score -8677872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -8677873.000000 Penalty: 5511.996582
	Iteration 95Q: 3 clusters Score -8677873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -8677880.000000 Penalty: 5511.996582
	Iteration 96Q: 3 clusters Score -8677880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -8677873.000000 Penalty: 5511.996582
	Iteration 97Q: 3 clusters Score -8677873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -8677872.000000 Penalty: 5511.996582
	Iteration 98Q: 3 clusters Score -8677872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -8677872.000000 Penalty: 5511.996582
	Iteration 99Q: 3 clusters Score -8677872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -8677872.000000 Penalty: 5511.996582
	Iteration 100F: 3 clusters Score -8677872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79273.445312 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79273.45 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 352 members 
Entering Unmasked Estep 
Score: -77651.289062 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -77651.29 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77975.523438 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77975.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78162.578125 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78162.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78236.804688 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -78236.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78289.843750 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -78289.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78332.656250 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78332.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -78364.085938 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -78364.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -78389.281250 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -78389.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78396.531250 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -78396.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78403.429688 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -78403.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -78405.625000 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -78405.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -78407.171875 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -78407.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78408.523438 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -78408.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78408.523438 Penalty: 3245.780273
	Iteration 13F: 3 clusters Score -78408.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185762 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89815 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158465 members 
Mstep: Class 21 contains 124181 members 
Mstep: Class 22 contains 67030 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 239Q: 20 clusters Score -1.496991e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185766 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89815 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28129 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158463 members 
Mstep: Class 21 contains 124174 members 
Mstep: Class 22 contains 67029 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 240F: 20 clusters Score -1.496992e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216477 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185770 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89816 members 
Mstep: Class 12 contains 221260 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158457 members 
Mstep: Class 21 contains 124163 members 
Mstep: Class 22 contains 67028 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 241Q: 20 clusters Score -1.496991e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216480 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6032 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185775 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89817 members 
Mstep: Class 12 contains 221259 members 
Mstep: Class 14 contains 28132 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158452 members 
Mstep: Class 21 contains 124157 members 
Mstep: Class 22 contains 67029 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 242Q: 20 clusters Score -1.496991e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216486 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185777 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89817 members 
Mstep: Class 12 contains 221258 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158451 members 
Mstep: Class 21 contains 124151 members 
Mstep: Class 22 contains 67029 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 243Q: 20 clusters Score -1.496992e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216491 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77512 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185778 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89816 members 
Mstep: Class 12 contains 221261 members 
Mstep: Class 14 contains 28129 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158449 members 
Mstep: Class 21 contains 124146 members 
Mstep: Class 22 contains 67028 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 244Q: 20 clusters Score -1.496991e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216492 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77511 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185777 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89816 members 
Mstep: Class 12 contains 221262 members 
Mstep: Class 14 contains 28129 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 124142 members 
Mstep: Class 22 contains 67029 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699072.000000 Penalty: 65918.976562
Iteration 245Q: 20 clusters Score -1.496991e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216495 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77508 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185774 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89819 members 
Mstep: Class 12 contains 221264 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158448 members 
Mstep: Class 21 contains 124140 members 
Mstep: Class 22 contains 67028 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 246Q: 20 clusters Score -1.496992e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216496 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77506 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185772 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221265 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158443 members 
Mstep: Class 21 contains 124141 members 
Mstep: Class 22 contains 67029 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 247Q: 20 clusters Score -1.496992e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216498 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6049 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77501 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185770 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89822 members 
Mstep: Class 12 contains 221267 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158441 members 
Mstep: Class 21 contains 124141 members 
Mstep: Class 22 contains 67028 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 248Q: 20 clusters Score -1.496991e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6052 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185769 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89823 members 
Mstep: Class 12 contains 221267 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158438 members 
Mstep: Class 21 contains 124140 members 
Mstep: Class 22 contains 67027 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 249Q: 20 clusters Score -1.496991e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216504 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77497 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185770 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89823 members 
Mstep: Class 12 contains 221267 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158437 members 
Mstep: Class 21 contains 124140 members 
Mstep: Class 22 contains 67025 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 250Q: 20 clusters Score -1.496991e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216499 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6057 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77495 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185776 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89824 members 
Mstep: Class 12 contains 221267 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158436 members 
Mstep: Class 21 contains 124140 members 
Mstep: Class 22 contains 67023 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 251Q: 20 clusters Score -1.496992e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216502 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6059 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77490 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185779 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89824 members 
Mstep: Class 12 contains 221271 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158435 members 
Mstep: Class 21 contains 124138 members 
Mstep: Class 22 contains 67019 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 252Q: 20 clusters Score -1.496991e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216506 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6060 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77489 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185783 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89823 members 
Mstep: Class 12 contains 221272 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158431 members 
Mstep: Class 21 contains 124136 members 
Mstep: Class 22 contains 67017 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 253Q: 20 clusters Score -1.496991e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216512 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6061 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185785 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221275 members 
Mstep: Class 14 contains 28128 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158425 members 
Mstep: Class 21 contains 124133 members 
Mstep: Class 22 contains 67017 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699152.000000 Penalty: 65918.976562
Iteration 254Q: 20 clusters Score -1.496992e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216514 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6062 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77486 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185787 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221278 members 
Mstep: Class 14 contains 28127 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158422 members 
Mstep: Class 21 contains 124131 members 
Mstep: Class 22 contains 67017 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 255Q: 20 clusters Score -1.496991e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216510 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6063 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77486 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185791 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221279 members 
Mstep: Class 14 contains 28126 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158420 members 
Mstep: Class 21 contains 124132 members 
Mstep: Class 22 contains 67017 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 256Q: 20 clusters Score -1.496991e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216514 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6064 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185793 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221278 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158415 members 
Mstep: Class 21 contains 124134 members 
Mstep: Class 22 contains 67017 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699040.000000 Penalty: 65918.976562
Iteration 257Q: 20 clusters Score -1.49699e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216517 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6065 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185793 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89819 members 
Mstep: Class 12 contains 221278 members 
Mstep: Class 14 contains 28125 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158415 members 
Mstep: Class 21 contains 124133 members 
Mstep: Class 22 contains 67015 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698992.000000 Penalty: 65918.976562
Iteration 258Q: 20 clusters Score -1.49699e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216522 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77484 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185794 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89819 members 
Mstep: Class 12 contains 221276 members 
Mstep: Class 14 contains 28124 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158411 members 
Mstep: Class 21 contains 124135 members 
Mstep: Class 22 contains 67013 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699024.000000 Penalty: 65918.976562
Iteration 259Q: 20 clusters Score -1.49699e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216523 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77484 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185795 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221274 members 
Mstep: Class 14 contains 28124 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158410 members 
Mstep: Class 21 contains 124136 members 
Mstep: Class 22 contains 67011 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 260F: 20 clusters Score -1.496991e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216523 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185797 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221272 members 
Mstep: Class 14 contains 28123 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158410 members 
Mstep: Class 21 contains 124137 members 
Mstep: Class 22 contains 67009 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 261Q: 20 clusters Score -1.496991e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216530 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185800 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221272 members 
Mstep: Class 14 contains 28124 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5664 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158403 members 
Mstep: Class 21 contains 124134 members 
Mstep: Class 22 contains 67007 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 262Q: 20 clusters Score -1.496991e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216536 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185799 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221274 members 
Mstep: Class 14 contains 28123 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158398 members 
Mstep: Class 21 contains 124133 members 
Mstep: Class 22 contains 67006 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 263Q: 20 clusters Score -1.496991e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216540 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185799 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221277 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158395 members 
Mstep: Class 21 contains 124132 members 
Mstep: Class 22 contains 67006 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 264Q: 20 clusters Score -1.496991e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216542 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185800 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221276 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158394 members 
Mstep: Class 21 contains 124132 members 
Mstep: Class 22 contains 67005 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699072.000000 Penalty: 65918.976562
Iteration 265Q: 20 clusters Score -1.496991e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216545 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185803 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89820 members 
Mstep: Class 12 contains 221275 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158393 members 
Mstep: Class 21 contains 124130 members 
Mstep: Class 22 contains 67003 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149698992.000000 Penalty: 65918.976562
Iteration 266Q: 20 clusters Score -1.49699e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216543 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185807 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221276 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158389 members 
Mstep: Class 21 contains 124132 members 
Mstep: Class 22 contains 67001 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699072.000000 Penalty: 65918.976562
Iteration 267Q: 20 clusters Score -1.496991e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216544 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185807 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221280 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158386 members 
Mstep: Class 21 contains 124130 members 
Mstep: Class 22 contains 67001 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699024.000000 Penalty: 65918.976562
Iteration 268Q: 20 clusters Score -1.49699e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216544 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77485 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185810 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89821 members 
Mstep: Class 12 contains 221281 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158382 members 
Mstep: Class 21 contains 124130 members 
Mstep: Class 22 contains 67001 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699024.000000 Penalty: 65918.976562
Iteration 269Q: 20 clusters Score -1.49699e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216547 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77486 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185809 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89822 members 
Mstep: Class 12 contains 221282 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158377 members 
Mstep: Class 21 contains 124129 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699024.000000 Penalty: 65918.976562
Iteration 270Q: 20 clusters Score -1.49699e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216549 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77486 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185809 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89822 members 
Mstep: Class 12 contains 221286 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158373 members 
Mstep: Class 21 contains 124127 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 271Q: 20 clusters Score -1.496991e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216551 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77486 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185809 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89824 members 
Mstep: Class 12 contains 221288 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158370 members 
Mstep: Class 21 contains 124125 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 272Q: 20 clusters Score -1.496991e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216552 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185806 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 12 contains 221291 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158367 members 
Mstep: Class 21 contains 124123 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 273Q: 20 clusters Score -1.496991e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185806 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 12 contains 221292 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158364 members 
Mstep: Class 21 contains 124124 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699072.000000 Penalty: 65918.976562
Iteration 274Q: 20 clusters Score -1.496991e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216553 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185809 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 12 contains 221293 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158359 members 
Mstep: Class 21 contains 124125 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699088.000000 Penalty: 65918.976562
Iteration 275Q: 20 clusters Score -1.496991e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185811 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89825 members 
Mstep: Class 12 contains 221294 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158356 members 
Mstep: Class 21 contains 124125 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 276Q: 20 clusters Score -1.496991e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216555 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185812 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89825 members 
Mstep: Class 12 contains 221296 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158351 members 
Mstep: Class 21 contains 124125 members 
Mstep: Class 22 contains 67005 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 277Q: 20 clusters Score -1.496991e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216561 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185811 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 12 contains 221298 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158344 members 
Mstep: Class 21 contains 124124 members 
Mstep: Class 22 contains 67006 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 278Q: 20 clusters Score -1.496991e+08 nChanged 13
Entering ConstructFrom: 
Score: -149699136.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (216567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216567 members 
Entering Unmasked Estep 
Score: -27824968.000000 Penalty: 3046.842529
	Iteration 0F: 2 clusters Score -2.782497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -27687374.000000 Penalty: 6093.685059
	Iteration 0F: 3 clusters Score -2.768737e+07 nChanged 104509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -27748504.000000 Penalty: 6093.685059
	Iteration 1F: 3 clusters Score -2.77485e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112255 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -27749274.000000 Penalty: 6093.685059
	Iteration 2Q: 3 clusters Score -2.774927e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114566 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -27750130.000000 Penalty: 6093.685059
	Iteration 3Q: 3 clusters Score -2.775013e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -27751122.000000 Penalty: 6093.685059
	Iteration 4Q: 3 clusters Score -2.775112e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -27752912.000000 Penalty: 6093.685059
	Iteration 5Q: 3 clusters Score -2.775291e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131594 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -27756076.000000 Penalty: 6093.685059
	Iteration 6Q: 3 clusters Score -2.775608e+07 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143321 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -27762290.000000 Penalty: 6093.685059
	Iteration 7F: 3 clusters Score -2.776229e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -27773608.000000 Penalty: 6093.685059
	Iteration 8F: 3 clusters Score -2.777361e+07 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -27791360.000000 Penalty: 6093.685059
	Iteration 9F: 3 clusters Score -2.779136e+07 nChanged 19262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198726 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -27808738.000000 Penalty: 6093.685059
	Iteration 10F: 3 clusters Score -2.780874e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210833 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -27818324.000000 Penalty: 6093.685059
	Iteration 11F: 3 clusters Score -2.781832e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215194 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -27821216.000000 Penalty: 6093.685059
	Iteration 12Q: 3 clusters Score -2.782122e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216148 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27821880.000000 Penalty: 6093.685059
	Iteration 13Q: 3 clusters Score -2.782188e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216323 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -27822078.000000 Penalty: 6093.685059
	Iteration 14Q: 3 clusters Score -2.782208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216365 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27822176.000000 Penalty: 6093.685059
	Iteration 15Q: 3 clusters Score -2.782218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216374 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27822224.000000 Penalty: 6093.685059
	Iteration 16Q: 3 clusters Score -2.782222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216375 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27822228.000000 Penalty: 6093.685059
	Iteration 17Q: 3 clusters Score -2.782223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27822236.000000 Penalty: 6093.685059
	Iteration 18Q: 3 clusters Score -2.782224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27822234.000000 Penalty: 6093.685059
	Iteration 19Q: 3 clusters Score -2.782223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216377 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27822234.000000 Penalty: 6093.685059
	Iteration 20F: 3 clusters Score -2.782223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -68412.867188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -68412.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66956.609375 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -66956.61 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67695.445312 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -67695.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68246.289062 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -68246.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68812.757812 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -68812.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69049.867188 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -69049.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69142.898438 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -69142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69158.117188 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -69158.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69161.078125 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -69161.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -69164.703125 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -69164.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69181.046875 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -69181.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69191.164062 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -69191.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69202.281250 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -69202.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -69222.101562 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -69222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -69222.101562 Penalty: 3238.591797
	Iteration 13F: 3 clusters Score -69222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216567 members 
Mstep: Class 2 contains 136 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185811 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 221299 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158341 members 
Mstep: Class 21 contains 124122 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697968.000000 Penalty: 69388.398438
Splitting cluster 2 changes total score from -149699136.000000 to -149697968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -546150.625000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -546150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -542071.437500 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -542071.4 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -543005.562500 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -543005.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -543191.500000 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -543191.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -543292.687500 Penalty: 4157.615723
	Iteration 3Q: 3 clusters Score -543292.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -543346.812500 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -543346.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -543380.625000 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -543380.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -543410.625000 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -543410.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -543434.312500 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -543434.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -543454.812500 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -543454.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -543466.187500 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -543466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -543475.937500 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -543475.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -543484.437500 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -543484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543488.312500 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -543488.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -543493.000000 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -543493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -543498.125000 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -543498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -543500.750000 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -543500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -543503.250000 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -543503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -543505.500000 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -543505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -543507.125000 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -543507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -543507.125000 Penalty: 4157.615723
	Iteration 19F: 3 clusters Score -543507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -742212.000000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -742212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -737054.562500 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -737054.6 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -738475.812500 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -738475.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -738917.750000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -738917.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -739303.562500 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -739303.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -739618.250000 Penalty: 4320.548828
	Iteration 4F: 3 clusters Score -739618.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -739856.125000 Penalty: 4320.548828
	Iteration 5F: 3 clusters Score -739856.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -740047.687500 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -740047.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -740211.562500 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -740211.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -740346.562500 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -740346.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -740449.937500 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -740449.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -740531.062500 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -740531.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -740588.500000 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -740588.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -740633.437500 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -740633.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -740671.875000 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -740671.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -740708.562500 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -740708.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -740736.562500 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -740736.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -740754.312500 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -740754.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -740774.062500 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -740774.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -740794.000000 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -740794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -740811.750000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -740811.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -740826.625000 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -740826.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -740837.625000 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -740837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -740846.875000 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -740846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -740853.562500 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -740853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -740858.562500 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -740858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -740861.312500 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -740861.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -740864.625000 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -740864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -740869.625000 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -740869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -740874.562500 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -740874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -740879.375000 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -740879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -740885.000000 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -740885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -740889.062500 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -740889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -740889.250000 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -740889.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -740889.250000 Penalty: 4320.548828
	Iteration 33F: 3 clusters Score -740889.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -71287.781250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -71287.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69640.828125 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -69640.83 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69906.945312 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -69906.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70061.468750 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -70061.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70213.828125 Penalty: 3214.862061
	Iteration 3F: 3 clusters Score -70213.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70433.187500 Penalty: 3214.862061
	Iteration 4F: 3 clusters Score -70433.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70580.101562 Penalty: 3214.862061
	Iteration 5F: 3 clusters Score -70580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70659.843750 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -70659.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70782.000000 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -70782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70861.304688 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -70861.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70954.382812 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -70954.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71161.562500 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -71161.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71330.695312 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -71330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71387.453125 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -71387.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71417.375000 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -71417.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71417.375000 Penalty: 3214.862061
	Iteration 14F: 3 clusters Score -71417.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216567 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 279 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185811 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 221299 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158341 members 
Mstep: Class 21 contains 124122 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697312.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149699136.000000 to -149697312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Entering Unmasked Estep 
Score: -9667910.000000 Penalty: 2791.950684
	Iteration 0F: 2 clusters Score -9667910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9615876.000000 Penalty: 5583.901367
	Iteration 0F: 3 clusters Score -9615876 nChanged 36507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -9636763.000000 Penalty: 5583.901367
	Iteration 1F: 3 clusters Score -9636763 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -9637553.000000 Penalty: 5583.901367
	Iteration 2Q: 3 clusters Score -9637553 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9638619.000000 Penalty: 5583.901367
	Iteration 3Q: 3 clusters Score -9638619 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -9640241.000000 Penalty: 5583.901367
	Iteration 4Q: 3 clusters Score -9640241 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -9642726.000000 Penalty: 5583.901367
	Iteration 5F: 3 clusters Score -9642726 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -9646530.000000 Penalty: 5583.901367
	Iteration 6F: 3 clusters Score -9646530 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -9651590.000000 Penalty: 5583.901367
	Iteration 7F: 3 clusters Score -9651590 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -9656587.000000 Penalty: 5583.901367
	Iteration 8F: 3 clusters Score -9656587 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 71759 members 
Entering Unmasked Estep 
Score: -9660692.000000 Penalty: 5583.901367
	Iteration 9F: 3 clusters Score -9660692 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -9663197.000000 Penalty: 5583.901367
	Iteration 10Q: 3 clusters Score -9663197 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9664526.000000 Penalty: 5583.901367
	Iteration 11Q: 3 clusters Score -9664526 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -9665080.000000 Penalty: 5583.901367
	Iteration 12Q: 3 clusters Score -9665080 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -9665300.000000 Penalty: 5583.901367
	Iteration 13Q: 3 clusters Score -9665300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9665407.000000 Penalty: 5583.901367
	Iteration 14Q: 3 clusters Score -9665407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -9665516.000000 Penalty: 5583.901367
	Iteration 15Q: 3 clusters Score -9665516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -9665610.000000 Penalty: 5583.901367
	Iteration 16Q: 3 clusters Score -9665610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -9665760.000000 Penalty: 5583.901367
	Iteration 17Q: 3 clusters Score -9665760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -9665893.000000 Penalty: 5583.901367
	Iteration 18Q: 3 clusters Score -9665893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -9666002.000000 Penalty: 5583.901367
	Iteration 19Q: 3 clusters Score -9666002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -9666079.000000 Penalty: 5583.901367
	Iteration 20F: 3 clusters Score -9666079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9666200.000000 Penalty: 5583.901367
	Iteration 21Q: 3 clusters Score -9666200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9666269.000000 Penalty: 5583.901367
	Iteration 22Q: 3 clusters Score -9666269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -9666335.000000 Penalty: 5583.901367
	Iteration 23Q: 3 clusters Score -9666335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 76390 members 
Entering Unmasked Estep 
Score: -9666381.000000 Penalty: 5583.901367
	Iteration 24Q: 3 clusters Score -9666381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -9666451.000000 Penalty: 5583.901367
	Iteration 25Q: 3 clusters Score -9666451 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -9666518.000000 Penalty: 5583.901367
	Iteration 26Q: 3 clusters Score -9666518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -9666554.000000 Penalty: 5583.901367
	Iteration 27Q: 3 clusters Score -9666554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -9666574.000000 Penalty: 5583.901367
	Iteration 28Q: 3 clusters Score -9666574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -9666658.000000 Penalty: 5583.901367
	Iteration 29Q: 3 clusters Score -9666658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -9666681.000000 Penalty: 5583.901367
	Iteration 30Q: 3 clusters Score -9666681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -9666720.000000 Penalty: 5583.901367
	Iteration 31Q: 3 clusters Score -9666720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -9666734.000000 Penalty: 5583.901367
	Iteration 32Q: 3 clusters Score -9666734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -9666745.000000 Penalty: 5583.901367
	Iteration 33Q: 3 clusters Score -9666745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -9666771.000000 Penalty: 5583.901367
	Iteration 34Q: 3 clusters Score -9666771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -9666785.000000 Penalty: 5583.901367
	Iteration 35Q: 3 clusters Score -9666785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -9666784.000000 Penalty: 5583.901367
	Iteration 36Q: 3 clusters Score -9666784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -9666818.000000 Penalty: 5583.901367
	Iteration 37Q: 3 clusters Score -9666818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -9666818.000000 Penalty: 5583.901367
	Iteration 38Q: 3 clusters Score -9666818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -9666821.000000 Penalty: 5583.901367
	Iteration 39Q: 3 clusters Score -9666821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -9666845.000000 Penalty: 5583.901367
	Iteration 40F: 3 clusters Score -9666845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -9666864.000000 Penalty: 5583.901367
	Iteration 41Q: 3 clusters Score -9666864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -9666854.000000 Penalty: 5583.901367
	Iteration 42Q: 3 clusters Score -9666854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -9666865.000000 Penalty: 5583.901367
	Iteration 43Q: 3 clusters Score -9666865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -9666857.000000 Penalty: 5583.901367
	Iteration 44Q: 3 clusters Score -9666857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -9666859.000000 Penalty: 5583.901367
	Iteration 45Q: 3 clusters Score -9666859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -9666877.000000 Penalty: 5583.901367
	Iteration 46Q: 3 clusters Score -9666877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -9666878.000000 Penalty: 5583.901367
	Iteration 47Q: 3 clusters Score -9666878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -9666887.000000 Penalty: 5583.901367
	Iteration 48Q: 3 clusters Score -9666887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -9666877.000000 Penalty: 5583.901367
	Iteration 49Q: 3 clusters Score -9666877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -9666884.000000 Penalty: 5583.901367
	Iteration 50Q: 3 clusters Score -9666884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -9666886.000000 Penalty: 5583.901367
	Iteration 51Q: 3 clusters Score -9666886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -9666880.000000 Penalty: 5583.901367
	Iteration 52Q: 3 clusters Score -9666880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -9666878.000000 Penalty: 5583.901367
	Iteration 53Q: 3 clusters Score -9666878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -9666882.000000 Penalty: 5583.901367
	Iteration 54Q: 3 clusters Score -9666882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -9666886.000000 Penalty: 5583.901367
	Iteration 55Q: 3 clusters Score -9666886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -9666888.000000 Penalty: 5583.901367
	Iteration 56Q: 3 clusters Score -9666888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -9666888.000000 Penalty: 5583.901367
	Iteration 57Q: 3 clusters Score -9666888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -9666894.000000 Penalty: 5583.901367
	Iteration 58Q: 3 clusters Score -9666894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -9666891.000000 Penalty: 5583.901367
	Iteration 59Q: 3 clusters Score -9666891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -9666885.000000 Penalty: 5583.901367
	Iteration 60F: 3 clusters Score -9666885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -9666890.000000 Penalty: 5583.901367
	Iteration 61Q: 3 clusters Score -9666890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -9666893.000000 Penalty: 5583.901367
	Iteration 62Q: 3 clusters Score -9666893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 75386 members 
Entering Unmasked Estep 
Score: -9666893.000000 Penalty: 5583.901367
	Iteration 63Q: 3 clusters Score -9666893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -9666891.000000 Penalty: 5583.901367
	Iteration 64Q: 3 clusters Score -9666891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9666892.000000 Penalty: 5583.901367
	Iteration 65Q: 3 clusters Score -9666892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -9666902.000000 Penalty: 5583.901367
	Iteration 66Q: 3 clusters Score -9666902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -9666896.000000 Penalty: 5583.901367
	Iteration 67Q: 3 clusters Score -9666896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -9666899.000000 Penalty: 5583.901367
	Iteration 68Q: 3 clusters Score -9666899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -9666903.000000 Penalty: 5583.901367
	Iteration 69Q: 3 clusters Score -9666903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -9666907.000000 Penalty: 5583.901367
	Iteration 70Q: 3 clusters Score -9666907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -9666900.000000 Penalty: 5583.901367
	Iteration 71Q: 3 clusters Score -9666900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -9666920.000000 Penalty: 5583.901367
	Iteration 72Q: 3 clusters Score -9666920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -9666915.000000 Penalty: 5583.901367
	Iteration 73Q: 3 clusters Score -9666915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -9666921.000000 Penalty: 5583.901367
	Iteration 74Q: 3 clusters Score -9666921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -9666923.000000 Penalty: 5583.901367
	Iteration 75Q: 3 clusters Score -9666923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -9666920.000000 Penalty: 5583.901367
	Iteration 76Q: 3 clusters Score -9666920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -9666914.000000 Penalty: 5583.901367
	Iteration 77Q: 3 clusters Score -9666914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -9666916.000000 Penalty: 5583.901367
	Iteration 78Q: 3 clusters Score -9666916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -9666917.000000 Penalty: 5583.901367
	Iteration 79Q: 3 clusters Score -9666917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -9666929.000000 Penalty: 5583.901367
	Iteration 80F: 3 clusters Score -9666929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -9666911.000000 Penalty: 5583.901367
	Iteration 81Q: 3 clusters Score -9666911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -9666915.000000 Penalty: 5583.901367
	Iteration 82Q: 3 clusters Score -9666915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -9666914.000000 Penalty: 5583.901367
	Iteration 83Q: 3 clusters Score -9666914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -9666909.000000 Penalty: 5583.901367
	Iteration 84Q: 3 clusters Score -9666909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -9666909.000000 Penalty: 5583.901367
	Iteration 85F: 3 clusters Score -9666909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -30702.777344 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -30702.78 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 136 members 
Entering Unmasked Estep 
Score: -29455.322266 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -29455.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29552.605469 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -29552.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29609.398438 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -29609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29630.720703 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -29630.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29645.710938 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -29645.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29645.710938 Penalty: 2800.141602
	Iteration 5F: 3 clusters Score -29645.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Entering Unmasked Estep 
Score: -23816454.000000 Penalty: 3008.856445
	Iteration 0F: 2 clusters Score -2.381645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 92813 members 
Entering Unmasked Estep 
Score: -23694994.000000 Penalty: 6017.712891
	Iteration 0F: 3 clusters Score -2.369499e+07 nChanged 89132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 92645 members 
Entering Unmasked Estep 
Score: -23746882.000000 Penalty: 6017.712891
	Iteration 1F: 3 clusters Score -2.374688e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93414 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -23747880.000000 Penalty: 6017.712891
	Iteration 2Q: 3 clusters Score -2.374788e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -23749284.000000 Penalty: 6017.712891
	Iteration 3Q: 3 clusters Score -2.374928e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -23750936.000000 Penalty: 6017.712891
	Iteration 4Q: 3 clusters Score -2.375094e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -23753258.000000 Penalty: 6017.712891
	Iteration 5Q: 3 clusters Score -2.375326e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 89414 members 
Entering Unmasked Estep 
Score: -23756550.000000 Penalty: 6017.712891
	Iteration 6Q: 3 clusters Score -2.375655e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98075 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -23761034.000000 Penalty: 6017.712891
	Iteration 7Q: 3 clusters Score -2.376103e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -23767802.000000 Penalty: 6017.712891
	Iteration 8F: 3 clusters Score -2.37678e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -23776840.000000 Penalty: 6017.712891
	Iteration 9F: 3 clusters Score -2.377684e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -23785954.000000 Penalty: 6017.712891
	Iteration 10F: 3 clusters Score -2.378595e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -23792476.000000 Penalty: 6017.712891
	Iteration 11F: 3 clusters Score -2.379248e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -23795482.000000 Penalty: 6017.712891
	Iteration 12Q: 3 clusters Score -2.379548e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100781 members 
Mstep: Class 2 contains 85030 members 
Entering Unmasked Estep 
Score: -23797204.000000 Penalty: 6017.712891
	Iteration 13Q: 3 clusters Score -2.37972e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -23798412.000000 Penalty: 6017.712891
	Iteration 14Q: 3 clusters Score -2.379841e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -23799540.000000 Penalty: 6017.712891
	Iteration 15Q: 3 clusters Score -2.379954e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -23800792.000000 Penalty: 6017.712891
	Iteration 16Q: 3 clusters Score -2.380079e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 88612 members 
Entering Unmasked Estep 
Score: -23801734.000000 Penalty: 6017.712891
	Iteration 17Q: 3 clusters Score -2.380173e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -23802556.000000 Penalty: 6017.712891
	Iteration 18Q: 3 clusters Score -2.380256e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -23803356.000000 Penalty: 6017.712891
	Iteration 19Q: 3 clusters Score -2.380336e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -23803824.000000 Penalty: 6017.712891
	Iteration 20F: 3 clusters Score -2.380382e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -23804452.000000 Penalty: 6017.712891
	Iteration 21Q: 3 clusters Score -2.380445e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -23804982.000000 Penalty: 6017.712891
	Iteration 22Q: 3 clusters Score -2.380498e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -23805268.000000 Penalty: 6017.712891
	Iteration 23Q: 3 clusters Score -2.380527e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -23805588.000000 Penalty: 6017.712891
	Iteration 24Q: 3 clusters Score -2.380559e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -23805728.000000 Penalty: 6017.712891
	Iteration 25Q: 3 clusters Score -2.380573e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -23805942.000000 Penalty: 6017.712891
	Iteration 26Q: 3 clusters Score -2.380594e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -23806092.000000 Penalty: 6017.712891
	Iteration 27Q: 3 clusters Score -2.380609e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -23806258.000000 Penalty: 6017.712891
	Iteration 28Q: 3 clusters Score -2.380626e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 100612 members 
Entering Unmasked Estep 
Score: -23806364.000000 Penalty: 6017.712891
	Iteration 29Q: 3 clusters Score -2.380636e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -23806464.000000 Penalty: 6017.712891
	Iteration 30Q: 3 clusters Score -2.380646e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -23806582.000000 Penalty: 6017.712891
	Iteration 31Q: 3 clusters Score -2.380658e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -23806670.000000 Penalty: 6017.712891
	Iteration 32Q: 3 clusters Score -2.380667e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -23806804.000000 Penalty: 6017.712891
	Iteration 33Q: 3 clusters Score -2.38068e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -23806856.000000 Penalty: 6017.712891
	Iteration 34Q: 3 clusters Score -2.380686e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -23806990.000000 Penalty: 6017.712891
	Iteration 35Q: 3 clusters Score -2.380699e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -23807072.000000 Penalty: 6017.712891
	Iteration 36Q: 3 clusters Score -2.380707e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -23807208.000000 Penalty: 6017.712891
	Iteration 37Q: 3 clusters Score -2.380721e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -23807320.000000 Penalty: 6017.712891
	Iteration 38Q: 3 clusters Score -2.380732e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -23807408.000000 Penalty: 6017.712891
	Iteration 39Q: 3 clusters Score -2.380741e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 112006 members 
Entering Unmasked Estep 
Score: -23807440.000000 Penalty: 6017.712891
	Iteration 40F: 3 clusters Score -2.380744e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72742 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -23807614.000000 Penalty: 6017.712891
	Iteration 41Q: 3 clusters Score -2.380761e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -23807832.000000 Penalty: 6017.712891
	Iteration 42Q: 3 clusters Score -2.380783e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 115143 members 
Entering Unmasked Estep 
Score: -23807982.000000 Penalty: 6017.712891
	Iteration 43Q: 3 clusters Score -2.380798e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -23808136.000000 Penalty: 6017.712891
	Iteration 44Q: 3 clusters Score -2.380814e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 117196 members 
Entering Unmasked Estep 
Score: -23808142.000000 Penalty: 6017.712891
	Iteration 45Q: 3 clusters Score -2.380814e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67582 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -23808302.000000 Penalty: 6017.712891
	Iteration 46Q: 3 clusters Score -2.38083e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 119276 members 
Entering Unmasked Estep 
Score: -23808386.000000 Penalty: 6017.712891
	Iteration 47Q: 3 clusters Score -2.380839e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -23808486.000000 Penalty: 6017.712891
	Iteration 48Q: 3 clusters Score -2.380849e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -23808582.000000 Penalty: 6017.712891
	Iteration 49Q: 3 clusters Score -2.380858e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 122257 members 
Entering Unmasked Estep 
Score: -23808688.000000 Penalty: 6017.712891
	Iteration 50Q: 3 clusters Score -2.380869e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -23808788.000000 Penalty: 6017.712891
	Iteration 51Q: 3 clusters Score -2.380879e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 124160 members 
Entering Unmasked Estep 
Score: -23808836.000000 Penalty: 6017.712891
	Iteration 52Q: 3 clusters Score -2.380884e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -23808946.000000 Penalty: 6017.712891
	Iteration 53Q: 3 clusters Score -2.380895e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -23809120.000000 Penalty: 6017.712891
	Iteration 54Q: 3 clusters Score -2.380912e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -23809290.000000 Penalty: 6017.712891
	Iteration 55Q: 3 clusters Score -2.380929e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 128114 members 
Entering Unmasked Estep 
Score: -23809432.000000 Penalty: 6017.712891
	Iteration 56Q: 3 clusters Score -2.380943e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 129122 members 
Entering Unmasked Estep 
Score: -23809518.000000 Penalty: 6017.712891
	Iteration 57Q: 3 clusters Score -2.380952e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 130129 members 
Entering Unmasked Estep 
Score: -23809666.000000 Penalty: 6017.712891
	Iteration 58Q: 3 clusters Score -2.380967e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
Score: -23809720.000000 Penalty: 6017.712891
	Iteration 59Q: 3 clusters Score -2.380972e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 132097 members 
Entering Unmasked Estep 
Score: -23809854.000000 Penalty: 6017.712891
	Iteration 60F: 3 clusters Score -2.380985e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -23809978.000000 Penalty: 6017.712891
	Iteration 61Q: 3 clusters Score -2.380998e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 134061 members 
Entering Unmasked Estep 
Score: -23810062.000000 Penalty: 6017.712891
	Iteration 62Q: 3 clusters Score -2.381006e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
Score: -23810082.000000 Penalty: 6017.712891
	Iteration 63Q: 3 clusters Score -2.381008e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -23810280.000000 Penalty: 6017.712891
	Iteration 64Q: 3 clusters Score -2.381028e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -23810448.000000 Penalty: 6017.712891
	Iteration 65Q: 3 clusters Score -2.381045e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 138299 members 
Entering Unmasked Estep 
Score: -23810630.000000 Penalty: 6017.712891
	Iteration 66Q: 3 clusters Score -2.381063e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 139355 members 
Entering Unmasked Estep 
Score: -23810862.000000 Penalty: 6017.712891
	Iteration 67Q: 3 clusters Score -2.381086e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 140450 members 
Entering Unmasked Estep 
Score: -23811064.000000 Penalty: 6017.712891
	Iteration 68Q: 3 clusters Score -2.381106e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
Score: -23811070.000000 Penalty: 6017.712891
	Iteration 69Q: 3 clusters Score -2.381107e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 142614 members 
Entering Unmasked Estep 
Score: -23811244.000000 Penalty: 6017.712891
	Iteration 70Q: 3 clusters Score -2.381124e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 143656 members 
Entering Unmasked Estep 
Score: -23811352.000000 Penalty: 6017.712891
	Iteration 71Q: 3 clusters Score -2.381135e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 144677 members 
Entering Unmasked Estep 
Score: -23811456.000000 Penalty: 6017.712891
	Iteration 72Q: 3 clusters Score -2.381146e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 145671 members 
Entering Unmasked Estep 
Score: -23811532.000000 Penalty: 6017.712891
	Iteration 73Q: 3 clusters Score -2.381153e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 146674 members 
Entering Unmasked Estep 
Score: -23811714.000000 Penalty: 6017.712891
	Iteration 74Q: 3 clusters Score -2.381171e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -23811736.000000 Penalty: 6017.712891
	Iteration 75Q: 3 clusters Score -2.381174e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -23811980.000000 Penalty: 6017.712891
	Iteration 76Q: 3 clusters Score -2.381198e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -23812094.000000 Penalty: 6017.712891
	Iteration 77Q: 3 clusters Score -2.381209e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 150772 members 
Entering Unmasked Estep 
Score: -23812208.000000 Penalty: 6017.712891
	Iteration 78Q: 3 clusters Score -2.381221e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -23812486.000000 Penalty: 6017.712891
	Iteration 79Q: 3 clusters Score -2.381249e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 152804 members 
Entering Unmasked Estep 
Score: -23812600.000000 Penalty: 6017.712891
	Iteration 80F: 3 clusters Score -2.38126e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -23812720.000000 Penalty: 6017.712891
	Iteration 81Q: 3 clusters Score -2.381272e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 154618 members 
Entering Unmasked Estep 
Score: -23812806.000000 Penalty: 6017.712891
	Iteration 82Q: 3 clusters Score -2.381281e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -23812898.000000 Penalty: 6017.712891
	Iteration 83Q: 3 clusters Score -2.38129e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 156317 members 
Entering Unmasked Estep 
Score: -23813020.000000 Penalty: 6017.712891
	Iteration 84Q: 3 clusters Score -2.381302e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 157064 members 
Entering Unmasked Estep 
Score: -23813212.000000 Penalty: 6017.712891
	Iteration 85Q: 3 clusters Score -2.381321e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -23813266.000000 Penalty: 6017.712891
	Iteration 86Q: 3 clusters Score -2.381327e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 158555 members 
Entering Unmasked Estep 
Score: -23813366.000000 Penalty: 6017.712891
	Iteration 87Q: 3 clusters Score -2.381337e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 159301 members 
Entering Unmasked Estep 
Score: -23813434.000000 Penalty: 6017.712891
	Iteration 88Q: 3 clusters Score -2.381343e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 160027 members 
Entering Unmasked Estep 
Score: -23813506.000000 Penalty: 6017.712891
	Iteration 89Q: 3 clusters Score -2.381351e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -23813592.000000 Penalty: 6017.712891
	Iteration 90Q: 3 clusters Score -2.381359e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 161332 members 
Entering Unmasked Estep 
Score: -23813608.000000 Penalty: 6017.712891
	Iteration 91Q: 3 clusters Score -2.381361e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -23813662.000000 Penalty: 6017.712891
	Iteration 92Q: 3 clusters Score -2.381366e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -23813684.000000 Penalty: 6017.712891
	Iteration 93Q: 3 clusters Score -2.381368e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 163101 members 
Entering Unmasked Estep 
Score: -23813778.000000 Penalty: 6017.712891
	Iteration 94Q: 3 clusters Score -2.381378e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -23813818.000000 Penalty: 6017.712891
	Iteration 95Q: 3 clusters Score -2.381382e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 164162 members 
Entering Unmasked Estep 
Score: -23813914.000000 Penalty: 6017.712891
	Iteration 96Q: 3 clusters Score -2.381391e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -23814010.000000 Penalty: 6017.712891
	Iteration 97Q: 3 clusters Score -2.381401e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 165203 members 
Entering Unmasked Estep 
Score: -23814116.000000 Penalty: 6017.712891
	Iteration 98Q: 3 clusters Score -2.381412e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -23814126.000000 Penalty: 6017.712891
	Iteration 99Q: 3 clusters Score -2.381413e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 166251 members 
Entering Unmasked Estep 
Score: -23814246.000000 Penalty: 6017.712891
	Iteration 100F: 3 clusters Score -2.381425e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -23814286.000000 Penalty: 6017.712891
	Iteration 101Q: 3 clusters Score -2.381429e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 167236 members 
Entering Unmasked Estep 
Score: -23814300.000000 Penalty: 6017.712891
	Iteration 102Q: 3 clusters Score -2.38143e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -23814306.000000 Penalty: 6017.712891
	Iteration 103Q: 3 clusters Score -2.381431e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -23814376.000000 Penalty: 6017.712891
	Iteration 104Q: 3 clusters Score -2.381438e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -23814418.000000 Penalty: 6017.712891
	Iteration 105Q: 3 clusters Score -2.381442e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 168983 members 
Entering Unmasked Estep 
Score: -23814456.000000 Penalty: 6017.712891
	Iteration 106Q: 3 clusters Score -2.381446e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 169366 members 
Entering Unmasked Estep 
Score: -23814570.000000 Penalty: 6017.712891
	Iteration 107Q: 3 clusters Score -2.381457e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -23814564.000000 Penalty: 6017.712891
	Iteration 108Q: 3 clusters Score -2.381456e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 170086 members 
Entering Unmasked Estep 
Score: -23814574.000000 Penalty: 6017.712891
	Iteration 109Q: 3 clusters Score -2.381457e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 170441 members 
Entering Unmasked Estep 
Score: -23814618.000000 Penalty: 6017.712891
	Iteration 110Q: 3 clusters Score -2.381462e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 170791 members 
Entering Unmasked Estep 
Score: -23814620.000000 Penalty: 6017.712891
	Iteration 111Q: 3 clusters Score -2.381462e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 171076 members 
Entering Unmasked Estep 
Score: -23814630.000000 Penalty: 6017.712891
	Iteration 112Q: 3 clusters Score -2.381463e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -23814582.000000 Penalty: 6017.712891
	Iteration 113Q: 3 clusters Score -2.381458e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 171697 members 
Entering Unmasked Estep 
Score: -23814634.000000 Penalty: 6017.712891
	Iteration 114Q: 3 clusters Score -2.381463e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 172009 members 
Entering Unmasked Estep 
Score: -23814690.000000 Penalty: 6017.712891
	Iteration 115Q: 3 clusters Score -2.381469e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 172298 members 
Entering Unmasked Estep 
Score: -23814638.000000 Penalty: 6017.712891
	Iteration 116Q: 3 clusters Score -2.381464e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 172596 members 
Entering Unmasked Estep 
Score: -23814650.000000 Penalty: 6017.712891
	Iteration 117Q: 3 clusters Score -2.381465e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -23814688.000000 Penalty: 6017.712891
	Iteration 118Q: 3 clusters Score -2.381469e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -23814662.000000 Penalty: 6017.712891
	Iteration 119Q: 3 clusters Score -2.381466e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 173409 members 
Entering Unmasked Estep 
Score: -23814632.000000 Penalty: 6017.712891
	Iteration 120F: 3 clusters Score -2.381463e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 173657 members 
Entering Unmasked Estep 
Score: -23814622.000000 Penalty: 6017.712891
	Iteration 121Q: 3 clusters Score -2.381462e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 173898 members 
Entering Unmasked Estep 
Score: -23814590.000000 Penalty: 6017.712891
	Iteration 122Q: 3 clusters Score -2.381459e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 174117 members 
Entering Unmasked Estep 
Score: -23814596.000000 Penalty: 6017.712891
	Iteration 123Q: 3 clusters Score -2.38146e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 174305 members 
Entering Unmasked Estep 
Score: -23814626.000000 Penalty: 6017.712891
	Iteration 124Q: 3 clusters Score -2.381463e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 174494 members 
Entering Unmasked Estep 
Score: -23814660.000000 Penalty: 6017.712891
	Iteration 125Q: 3 clusters Score -2.381466e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -23814604.000000 Penalty: 6017.712891
	Iteration 126Q: 3 clusters Score -2.38146e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -23814626.000000 Penalty: 6017.712891
	Iteration 127Q: 3 clusters Score -2.381463e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 175024 members 
Entering Unmasked Estep 
Score: -23814606.000000 Penalty: 6017.712891
	Iteration 128Q: 3 clusters Score -2.381461e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -23814584.000000 Penalty: 6017.712891
	Iteration 129Q: 3 clusters Score -2.381458e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 175350 members 
Entering Unmasked Estep 
Score: -23814616.000000 Penalty: 6017.712891
	Iteration 130Q: 3 clusters Score -2.381462e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 175495 members 
Entering Unmasked Estep 
Score: -23814612.000000 Penalty: 6017.712891
	Iteration 131Q: 3 clusters Score -2.381461e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 175639 members 
Entering Unmasked Estep 
Score: -23814630.000000 Penalty: 6017.712891
	Iteration 132Q: 3 clusters Score -2.381463e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 175768 members 
Entering Unmasked Estep 
Score: -23814624.000000 Penalty: 6017.712891
	Iteration 133Q: 3 clusters Score -2.381462e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -23814588.000000 Penalty: 6017.712891
	Iteration 134Q: 3 clusters Score -2.381459e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -23814556.000000 Penalty: 6017.712891
	Iteration 135Q: 3 clusters Score -2.381456e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -23814580.000000 Penalty: 6017.712891
	Iteration 136Q: 3 clusters Score -2.381458e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 176181 members 
Entering Unmasked Estep 
Score: -23814576.000000 Penalty: 6017.712891
	Iteration 137Q: 3 clusters Score -2.381458e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 176261 members 
Entering Unmasked Estep 
Score: -23814592.000000 Penalty: 6017.712891
	Iteration 138Q: 3 clusters Score -2.381459e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 176344 members 
Entering Unmasked Estep 
Score: -23814592.000000 Penalty: 6017.712891
	Iteration 139Q: 3 clusters Score -2.381459e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 176422 members 
Entering Unmasked Estep 
Score: -23814596.000000 Penalty: 6017.712891
	Iteration 140F: 3 clusters Score -2.38146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -23814568.000000 Penalty: 6017.712891
	Iteration 141Q: 3 clusters Score -2.381457e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -23814558.000000 Penalty: 6017.712891
	Iteration 142Q: 3 clusters Score -2.381456e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -23814528.000000 Penalty: 6017.712891
	Iteration 143Q: 3 clusters Score -2.381453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -23814552.000000 Penalty: 6017.712891
	Iteration 144Q: 3 clusters Score -2.381455e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 176738 members 
Entering Unmasked Estep 
Score: -23814534.000000 Penalty: 6017.712891
	Iteration 145Q: 3 clusters Score -2.381453e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -23814558.000000 Penalty: 6017.712891
	Iteration 146Q: 3 clusters Score -2.381456e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 176872 members 
Entering Unmasked Estep 
Score: -23814524.000000 Penalty: 6017.712891
	Iteration 147Q: 3 clusters Score -2.381452e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 176941 members 
Entering Unmasked Estep 
Score: -23814536.000000 Penalty: 6017.712891
	Iteration 148Q: 3 clusters Score -2.381454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -23814564.000000 Penalty: 6017.712891
	Iteration 149Q: 3 clusters Score -2.381456e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -23814556.000000 Penalty: 6017.712891
	Iteration 150Q: 3 clusters Score -2.381456e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 177174 members 
Entering Unmasked Estep 
Score: -23814546.000000 Penalty: 6017.712891
	Iteration 151Q: 3 clusters Score -2.381455e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -23814558.000000 Penalty: 6017.712891
	Iteration 152Q: 3 clusters Score -2.381456e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 177315 members 
Entering Unmasked Estep 
Score: -23814584.000000 Penalty: 6017.712891
	Iteration 153Q: 3 clusters Score -2.381458e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -23814606.000000 Penalty: 6017.712891
	Iteration 154Q: 3 clusters Score -2.381461e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -23814600.000000 Penalty: 6017.712891
	Iteration 155Q: 3 clusters Score -2.38146e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -23814608.000000 Penalty: 6017.712891
	Iteration 156Q: 3 clusters Score -2.381461e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -23814624.000000 Penalty: 6017.712891
	Iteration 157Q: 3 clusters Score -2.381462e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -23814654.000000 Penalty: 6017.712891
	Iteration 158Q: 3 clusters Score -2.381465e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -23814630.000000 Penalty: 6017.712891
	Iteration 159Q: 3 clusters Score -2.381463e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 177884 members 
Entering Unmasked Estep 
Score: -23814608.000000 Penalty: 6017.712891
	Iteration 160F: 3 clusters Score -2.381461e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 177962 members 
Entering Unmasked Estep 
Score: -23814634.000000 Penalty: 6017.712891
	Iteration 161Q: 3 clusters Score -2.381463e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -23814616.000000 Penalty: 6017.712891
	Iteration 162Q: 3 clusters Score -2.381462e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -23814576.000000 Penalty: 6017.712891
	Iteration 163Q: 3 clusters Score -2.381458e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 178202 members 
Entering Unmasked Estep 
Score: -23814594.000000 Penalty: 6017.712891
	Iteration 164Q: 3 clusters Score -2.381459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 178255 members 
Entering Unmasked Estep 
Score: -23814586.000000 Penalty: 6017.712891
	Iteration 165Q: 3 clusters Score -2.381459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -23814564.000000 Penalty: 6017.712891
	Iteration 166Q: 3 clusters Score -2.381456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 178328 members 
Entering Unmasked Estep 
Score: -23814596.000000 Penalty: 6017.712891
	Iteration 167Q: 3 clusters Score -2.38146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 178365 members 
Entering Unmasked Estep 
Score: -23814640.000000 Penalty: 6017.712891
	Iteration 168Q: 3 clusters Score -2.381464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 178399 members 
Entering Unmasked Estep 
Score: -23814634.000000 Penalty: 6017.712891
	Iteration 169Q: 3 clusters Score -2.381463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 178430 members 
Entering Unmasked Estep 
Score: -23814644.000000 Penalty: 6017.712891
	Iteration 170Q: 3 clusters Score -2.381464e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 178471 members 
Entering Unmasked Estep 
Score: -23814642.000000 Penalty: 6017.712891
	Iteration 171Q: 3 clusters Score -2.381464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 178516 members 
Entering Unmasked Estep 
Score: -23814658.000000 Penalty: 6017.712891
	Iteration 172Q: 3 clusters Score -2.381466e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 178556 members 
Entering Unmasked Estep 
Score: -23814680.000000 Penalty: 6017.712891
	Iteration 173Q: 3 clusters Score -2.381468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -23814698.000000 Penalty: 6017.712891
	Iteration 174Q: 3 clusters Score -2.38147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 178656 members 
Entering Unmasked Estep 
Score: -23814686.000000 Penalty: 6017.712891
	Iteration 175Q: 3 clusters Score -2.381469e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 178715 members 
Entering Unmasked Estep 
Score: -23814678.000000 Penalty: 6017.712891
	Iteration 176Q: 3 clusters Score -2.381468e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -23814686.000000 Penalty: 6017.712891
	Iteration 177Q: 3 clusters Score -2.381469e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -23814668.000000 Penalty: 6017.712891
	Iteration 178Q: 3 clusters Score -2.381467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 178894 members 
Entering Unmasked Estep 
Score: -23814668.000000 Penalty: 6017.712891
	Iteration 179Q: 3 clusters Score -2.381467e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 178957 members 
Entering Unmasked Estep 
Score: -23814666.000000 Penalty: 6017.712891
	Iteration 180F: 3 clusters Score -2.381467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -23814632.000000 Penalty: 6017.712891
	Iteration 181Q: 3 clusters Score -2.381463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -23814664.000000 Penalty: 6017.712891
	Iteration 182Q: 3 clusters Score -2.381466e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 179172 members 
Entering Unmasked Estep 
Score: -23814628.000000 Penalty: 6017.712891
	Iteration 183Q: 3 clusters Score -2.381463e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -23814686.000000 Penalty: 6017.712891
	Iteration 184Q: 3 clusters Score -2.381469e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -23814672.000000 Penalty: 6017.712891
	Iteration 185Q: 3 clusters Score -2.381467e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 179399 members 
Entering Unmasked Estep 
Score: -23814706.000000 Penalty: 6017.712891
	Iteration 186Q: 3 clusters Score -2.381471e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 179453 members 
Entering Unmasked Estep 
Score: -23814674.000000 Penalty: 6017.712891
	Iteration 187Q: 3 clusters Score -2.381467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -23814682.000000 Penalty: 6017.712891
	Iteration 188Q: 3 clusters Score -2.381468e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 179556 members 
Entering Unmasked Estep 
Score: -23814696.000000 Penalty: 6017.712891
	Iteration 189Q: 3 clusters Score -2.38147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 179596 members 
Entering Unmasked Estep 
Score: -23814682.000000 Penalty: 6017.712891
	Iteration 190Q: 3 clusters Score -2.381468e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 179638 members 
Entering Unmasked Estep 
Score: -23814684.000000 Penalty: 6017.712891
	Iteration 191Q: 3 clusters Score -2.381468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -23814680.000000 Penalty: 6017.712891
	Iteration 192Q: 3 clusters Score -2.381468e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 179726 members 
Entering Unmasked Estep 
Score: -23814684.000000 Penalty: 6017.712891
	Iteration 193Q: 3 clusters Score -2.381468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 179767 members 
Entering Unmasked Estep 
Score: -23814668.000000 Penalty: 6017.712891
	Iteration 194Q: 3 clusters Score -2.381467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 179814 members 
Entering Unmasked Estep 
Score: -23814670.000000 Penalty: 6017.712891
	Iteration 195Q: 3 clusters Score -2.381467e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -23814666.000000 Penalty: 6017.712891
	Iteration 196Q: 3 clusters Score -2.381467e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -23814658.000000 Penalty: 6017.712891
	Iteration 197Q: 3 clusters Score -2.381466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 179975 members 
Entering Unmasked Estep 
Score: -23814632.000000 Penalty: 6017.712891
	Iteration 198Q: 3 clusters Score -2.381463e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 180054 members 
Entering Unmasked Estep 
Score: -23814588.000000 Penalty: 6017.712891
	Iteration 199Q: 3 clusters Score -2.381459e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 180137 members 
Entering Unmasked Estep 
Score: -23814566.000000 Penalty: 6017.712891
	Iteration 200F: 3 clusters Score -2.381457e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 180208 members 
Entering Unmasked Estep 
Score: -23814586.000000 Penalty: 6017.712891
	Iteration 201Q: 3 clusters Score -2.381459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 180277 members 
Entering Unmasked Estep 
Score: -23814600.000000 Penalty: 6017.712891
	Iteration 202Q: 3 clusters Score -2.38146e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 180350 members 
Entering Unmasked Estep 
Score: -23814570.000000 Penalty: 6017.712891
	Iteration 203Q: 3 clusters Score -2.381457e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 180425 members 
Entering Unmasked Estep 
Score: -23814552.000000 Penalty: 6017.712891
	Iteration 204Q: 3 clusters Score -2.381455e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 180505 members 
Entering Unmasked Estep 
Score: -23814532.000000 Penalty: 6017.712891
	Iteration 205Q: 3 clusters Score -2.381453e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 180589 members 
Entering Unmasked Estep 
Score: -23814510.000000 Penalty: 6017.712891
	Iteration 206Q: 3 clusters Score -2.381451e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 180659 members 
Entering Unmasked Estep 
Score: -23814514.000000 Penalty: 6017.712891
	Iteration 207Q: 3 clusters Score -2.381451e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 180720 members 
Entering Unmasked Estep 
Score: -23814518.000000 Penalty: 6017.712891
	Iteration 208Q: 3 clusters Score -2.381452e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 180773 members 
Entering Unmasked Estep 
Score: -23814496.000000 Penalty: 6017.712891
	Iteration 209Q: 3 clusters Score -2.38145e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 180820 members 
Entering Unmasked Estep 
Score: -23814516.000000 Penalty: 6017.712891
	Iteration 210Q: 3 clusters Score -2.381452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -23814518.000000 Penalty: 6017.712891
	Iteration 211Q: 3 clusters Score -2.381452e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 180923 members 
Entering Unmasked Estep 
Score: -23814510.000000 Penalty: 6017.712891
	Iteration 212Q: 3 clusters Score -2.381451e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -23814506.000000 Penalty: 6017.712891
	Iteration 213Q: 3 clusters Score -2.381451e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -23814506.000000 Penalty: 6017.712891
	Iteration 214Q: 3 clusters Score -2.381451e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -23814508.000000 Penalty: 6017.712891
	Iteration 215Q: 3 clusters Score -2.381451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -23814502.000000 Penalty: 6017.712891
	Iteration 216Q: 3 clusters Score -2.38145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 181178 members 
Entering Unmasked Estep 
Score: -23814492.000000 Penalty: 6017.712891
	Iteration 217Q: 3 clusters Score -2.381449e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 181227 members 
Entering Unmasked Estep 
Score: -23814472.000000 Penalty: 6017.712891
	Iteration 218Q: 3 clusters Score -2.381447e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 181280 members 
Entering Unmasked Estep 
Score: -23814454.000000 Penalty: 6017.712891
	Iteration 219Q: 3 clusters Score -2.381445e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 181319 members 
Entering Unmasked Estep 
Score: -23814460.000000 Penalty: 6017.712891
	Iteration 220F: 3 clusters Score -2.381446e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -23814480.000000 Penalty: 6017.712891
	Iteration 221Q: 3 clusters Score -2.381448e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 181423 members 
Entering Unmasked Estep 
Score: -23814500.000000 Penalty: 6017.712891
	Iteration 222Q: 3 clusters Score -2.38145e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 181478 members 
Entering Unmasked Estep 
Score: -23814488.000000 Penalty: 6017.712891
	Iteration 223Q: 3 clusters Score -2.381449e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 181537 members 
Entering Unmasked Estep 
Score: -23814472.000000 Penalty: 6017.712891
	Iteration 224Q: 3 clusters Score -2.381447e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -23814504.000000 Penalty: 6017.712891
	Iteration 225Q: 3 clusters Score -2.38145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 181648 members 
Entering Unmasked Estep 
Score: -23814512.000000 Penalty: 6017.712891
	Iteration 226Q: 3 clusters Score -2.381451e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 181694 members 
Entering Unmasked Estep 
Score: -23814514.000000 Penalty: 6017.712891
	Iteration 227Q: 3 clusters Score -2.381451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 181737 members 
Entering Unmasked Estep 
Score: -23814512.000000 Penalty: 6017.712891
	Iteration 228Q: 3 clusters Score -2.381451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 181778 members 
Entering Unmasked Estep 
Score: -23814498.000000 Penalty: 6017.712891
	Iteration 229Q: 3 clusters Score -2.38145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 181820 members 
Entering Unmasked Estep 
Score: -23814496.000000 Penalty: 6017.712891
	Iteration 230Q: 3 clusters Score -2.38145e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 181856 members 
Entering Unmasked Estep 
Score: -23814516.000000 Penalty: 6017.712891
	Iteration 231Q: 3 clusters Score -2.381452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 181884 members 
Entering Unmasked Estep 
Score: -23814506.000000 Penalty: 6017.712891
	Iteration 232Q: 3 clusters Score -2.381451e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 181914 members 
Entering Unmasked Estep 
Score: -23814500.000000 Penalty: 6017.712891
	Iteration 233Q: 3 clusters Score -2.38145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 181939 members 
Entering Unmasked Estep 
Score: -23814490.000000 Penalty: 6017.712891
	Iteration 234Q: 3 clusters Score -2.381449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 181970 members 
Entering Unmasked Estep 
Score: -23814478.000000 Penalty: 6017.712891
	Iteration 235Q: 3 clusters Score -2.381448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 182010 members 
Entering Unmasked Estep 
Score: -23814482.000000 Penalty: 6017.712891
	Iteration 236Q: 3 clusters Score -2.381448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 182058 members 
Entering Unmasked Estep 
Score: -23814486.000000 Penalty: 6017.712891
	Iteration 237Q: 3 clusters Score -2.381449e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 182113 members 
Entering Unmasked Estep 
Score: -23814464.000000 Penalty: 6017.712891
	Iteration 238Q: 3 clusters Score -2.381446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 182166 members 
Entering Unmasked Estep 
Score: -23814460.000000 Penalty: 6017.712891
	Iteration 239Q: 3 clusters Score -2.381446e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 182224 members 
Entering Unmasked Estep 
Score: -23814444.000000 Penalty: 6017.712891
	Iteration 240F: 3 clusters Score -2.381444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 182286 members 
Entering Unmasked Estep 
Score: -23814458.000000 Penalty: 6017.712891
	Iteration 241Q: 3 clusters Score -2.381446e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -23814450.000000 Penalty: 6017.712891
	Iteration 242Q: 3 clusters Score -2.381445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 182382 members 
Entering Unmasked Estep 
Score: -23814458.000000 Penalty: 6017.712891
	Iteration 243Q: 3 clusters Score -2.381446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 182410 members 
Entering Unmasked Estep 
Score: -23814464.000000 Penalty: 6017.712891
	Iteration 244Q: 3 clusters Score -2.381446e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 182444 members 
Entering Unmasked Estep 
Score: -23814480.000000 Penalty: 6017.712891
	Iteration 245Q: 3 clusters Score -2.381448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 182477 members 
Entering Unmasked Estep 
Score: -23814472.000000 Penalty: 6017.712891
	Iteration 246Q: 3 clusters Score -2.381447e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 182513 members 
Entering Unmasked Estep 
Score: -23814464.000000 Penalty: 6017.712891
	Iteration 247Q: 3 clusters Score -2.381446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 182550 members 
Entering Unmasked Estep 
Score: -23814444.000000 Penalty: 6017.712891
	Iteration 248Q: 3 clusters Score -2.381444e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 182588 members 
Entering Unmasked Estep 
Score: -23814420.000000 Penalty: 6017.712891
	Iteration 249Q: 3 clusters Score -2.381442e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 182629 members 
Entering Unmasked Estep 
Score: -23814386.000000 Penalty: 6017.712891
	Iteration 250Q: 3 clusters Score -2.381439e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 182676 members 
Entering Unmasked Estep 
Score: -23814374.000000 Penalty: 6017.712891
	Iteration 251Q: 3 clusters Score -2.381437e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 182717 members 
Entering Unmasked Estep 
Score: -23814378.000000 Penalty: 6017.712891
	Iteration 252Q: 3 clusters Score -2.381438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 182749 members 
Entering Unmasked Estep 
Score: -23814372.000000 Penalty: 6017.712891
	Iteration 253Q: 3 clusters Score -2.381437e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 182787 members 
Entering Unmasked Estep 
Score: -23814382.000000 Penalty: 6017.712891
	Iteration 254Q: 3 clusters Score -2.381438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 182815 members 
Entering Unmasked Estep 
Score: -23814380.000000 Penalty: 6017.712891
	Iteration 255Q: 3 clusters Score -2.381438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -23814390.000000 Penalty: 6017.712891
	Iteration 256Q: 3 clusters Score -2.381439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 182858 members 
Entering Unmasked Estep 
Score: -23814390.000000 Penalty: 6017.712891
	Iteration 257Q: 3 clusters Score -2.381439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 182882 members 
Entering Unmasked Estep 
Score: -23814388.000000 Penalty: 6017.712891
	Iteration 258Q: 3 clusters Score -2.381439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -23814378.000000 Penalty: 6017.712891
	Iteration 259Q: 3 clusters Score -2.381438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 182930 members 
Entering Unmasked Estep 
Score: -23814404.000000 Penalty: 6017.712891
	Iteration 260F: 3 clusters Score -2.38144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 182954 members 
Entering Unmasked Estep 
Score: -23814414.000000 Penalty: 6017.712891
	Iteration 261Q: 3 clusters Score -2.381441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 182981 members 
Entering Unmasked Estep 
Score: -23814406.000000 Penalty: 6017.712891
	Iteration 262Q: 3 clusters Score -2.381441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -23814406.000000 Penalty: 6017.712891
	Iteration 263Q: 3 clusters Score -2.381441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -23814410.000000 Penalty: 6017.712891
	Iteration 264Q: 3 clusters Score -2.381441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 183060 members 
Entering Unmasked Estep 
Score: -23814420.000000 Penalty: 6017.712891
	Iteration 265Q: 3 clusters Score -2.381442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 183086 members 
Entering Unmasked Estep 
Score: -23814434.000000 Penalty: 6017.712891
	Iteration 266Q: 3 clusters Score -2.381443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 183110 members 
Entering Unmasked Estep 
Score: -23814432.000000 Penalty: 6017.712891
	Iteration 267Q: 3 clusters Score -2.381443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 183130 members 
Entering Unmasked Estep 
Score: -23814476.000000 Penalty: 6017.712891
	Iteration 268Q: 3 clusters Score -2.381448e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 183164 members 
Entering Unmasked Estep 
Score: -23814450.000000 Penalty: 6017.712891
	Iteration 269Q: 3 clusters Score -2.381445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 183194 members 
Entering Unmasked Estep 
Score: -23814452.000000 Penalty: 6017.712891
	Iteration 270Q: 3 clusters Score -2.381445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 183212 members 
Entering Unmasked Estep 
Score: -23814454.000000 Penalty: 6017.712891
	Iteration 271Q: 3 clusters Score -2.381445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 183235 members 
Entering Unmasked Estep 
Score: -23814448.000000 Penalty: 6017.712891
	Iteration 272Q: 3 clusters Score -2.381445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 183252 members 
Entering Unmasked Estep 
Score: -23814456.000000 Penalty: 6017.712891
	Iteration 273Q: 3 clusters Score -2.381446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -23814416.000000 Penalty: 6017.712891
	Iteration 274Q: 3 clusters Score -2.381442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 183293 members 
Entering Unmasked Estep 
Score: -23814436.000000 Penalty: 6017.712891
	Iteration 275Q: 3 clusters Score -2.381444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 183314 members 
Entering Unmasked Estep 
Score: -23814416.000000 Penalty: 6017.712891
	Iteration 276Q: 3 clusters Score -2.381442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 183331 members 
Entering Unmasked Estep 
Score: -23814424.000000 Penalty: 6017.712891
	Iteration 277Q: 3 clusters Score -2.381442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 183351 members 
Entering Unmasked Estep 
Score: -23814406.000000 Penalty: 6017.712891
	Iteration 278Q: 3 clusters Score -2.381441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 183369 members 
Entering Unmasked Estep 
Score: -23814416.000000 Penalty: 6017.712891
	Iteration 279Q: 3 clusters Score -2.381442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 183391 members 
Entering Unmasked Estep 
Score: -23814418.000000 Penalty: 6017.712891
	Iteration 280F: 3 clusters Score -2.381442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 183408 members 
Entering Unmasked Estep 
Score: -23814404.000000 Penalty: 6017.712891
	Iteration 281Q: 3 clusters Score -2.38144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 183429 members 
Entering Unmasked Estep 
Score: -23814400.000000 Penalty: 6017.712891
	Iteration 282Q: 3 clusters Score -2.38144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 183449 members 
Entering Unmasked Estep 
Score: -23814402.000000 Penalty: 6017.712891
	Iteration 283Q: 3 clusters Score -2.38144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 183464 members 
Entering Unmasked Estep 
Score: -23814438.000000 Penalty: 6017.712891
	Iteration 284Q: 3 clusters Score -2.381444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -23814448.000000 Penalty: 6017.712891
	Iteration 285Q: 3 clusters Score -2.381445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 183490 members 
Entering Unmasked Estep 
Score: -23814442.000000 Penalty: 6017.712891
	Iteration 286Q: 3 clusters Score -2.381444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 183503 members 
Entering Unmasked Estep 
Score: -23814438.000000 Penalty: 6017.712891
	Iteration 287Q: 3 clusters Score -2.381444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 183512 members 
Entering Unmasked Estep 
Score: -23814436.000000 Penalty: 6017.712891
	Iteration 288Q: 3 clusters Score -2.381444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 183524 members 
Entering Unmasked Estep 
Score: -23814432.000000 Penalty: 6017.712891
	Iteration 289Q: 3 clusters Score -2.381443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 183539 members 
Entering Unmasked Estep 
Score: -23814422.000000 Penalty: 6017.712891
	Iteration 290Q: 3 clusters Score -2.381442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -23814416.000000 Penalty: 6017.712891
	Iteration 291Q: 3 clusters Score -2.381442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 183572 members 
Entering Unmasked Estep 
Score: -23814414.000000 Penalty: 6017.712891
	Iteration 292Q: 3 clusters Score -2.381441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 183582 members 
Entering Unmasked Estep 
Score: -23814414.000000 Penalty: 6017.712891
	Iteration 293Q: 3 clusters Score -2.381441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 183598 members 
Entering Unmasked Estep 
Score: -23814414.000000 Penalty: 6017.712891
	Iteration 294Q: 3 clusters Score -2.381441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 183616 members 
Entering Unmasked Estep 
Score: -23814420.000000 Penalty: 6017.712891
	Iteration 295Q: 3 clusters Score -2.381442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 183638 members 
Entering Unmasked Estep 
Score: -23814418.000000 Penalty: 6017.712891
	Iteration 296Q: 3 clusters Score -2.381442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 183661 members 
Entering Unmasked Estep 
Score: -23814394.000000 Penalty: 6017.712891
	Iteration 297Q: 3 clusters Score -2.381439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 183679 members 
Entering Unmasked Estep 
Score: -23814420.000000 Penalty: 6017.712891
	Iteration 298Q: 3 clusters Score -2.381442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 183695 members 
Entering Unmasked Estep 
Score: -23814388.000000 Penalty: 6017.712891
	Iteration 299Q: 3 clusters Score -2.381439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 183708 members 
Entering Unmasked Estep 
Score: -23814394.000000 Penalty: 6017.712891
	Iteration 300F: 3 clusters Score -2.381439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 183723 members 
Entering Unmasked Estep 
Score: -23814380.000000 Penalty: 6017.712891
	Iteration 301Q: 3 clusters Score -2.381438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 183730 members 
Entering Unmasked Estep 
Score: -23814390.000000 Penalty: 6017.712891
	Iteration 302Q: 3 clusters Score -2.381439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 183742 members 
Entering Unmasked Estep 
Score: -23814384.000000 Penalty: 6017.712891
	Iteration 303Q: 3 clusters Score -2.381438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 183753 members 
Entering Unmasked Estep 
Score: -23814386.000000 Penalty: 6017.712891
	Iteration 304Q: 3 clusters Score -2.381439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 183758 members 
Entering Unmasked Estep 
Score: -23814398.000000 Penalty: 6017.712891
	Iteration 305Q: 3 clusters Score -2.38144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -23814394.000000 Penalty: 6017.712891
	Iteration 306Q: 3 clusters Score -2.381439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 183772 members 
Entering Unmasked Estep 
Score: -23814404.000000 Penalty: 6017.712891
	Iteration 307Q: 3 clusters Score -2.38144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 183782 members 
Entering Unmasked Estep 
Score: -23814384.000000 Penalty: 6017.712891
	Iteration 308Q: 3 clusters Score -2.381438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 183790 members 
Entering Unmasked Estep 
Score: -23814356.000000 Penalty: 6017.712891
	Iteration 309Q: 3 clusters Score -2.381436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 183799 members 
Entering Unmasked Estep 
Score: -23814340.000000 Penalty: 6017.712891
	Iteration 310Q: 3 clusters Score -2.381434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 183810 members 
Entering Unmasked Estep 
Score: -23814354.000000 Penalty: 6017.712891
	Iteration 311Q: 3 clusters Score -2.381435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 183818 members 
Entering Unmasked Estep 
Score: -23814364.000000 Penalty: 6017.712891
	Iteration 312Q: 3 clusters Score -2.381436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 183827 members 
Entering Unmasked Estep 
Score: -23814344.000000 Penalty: 6017.712891
	Iteration 313Q: 3 clusters Score -2.381434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 183834 members 
Entering Unmasked Estep 
Score: -23814346.000000 Penalty: 6017.712891
	Iteration 314Q: 3 clusters Score -2.381435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 183841 members 
Entering Unmasked Estep 
Score: -23814348.000000 Penalty: 6017.712891
	Iteration 315Q: 3 clusters Score -2.381435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -23814352.000000 Penalty: 6017.712891
	Iteration 316Q: 3 clusters Score -2.381435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 183862 members 
Entering Unmasked Estep 
Score: -23814382.000000 Penalty: 6017.712891
	Iteration 317Q: 3 clusters Score -2.381438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 183870 members 
Entering Unmasked Estep 
Score: -23814372.000000 Penalty: 6017.712891
	Iteration 318Q: 3 clusters Score -2.381437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 183875 members 
Entering Unmasked Estep 
Score: -23814362.000000 Penalty: 6017.712891
	Iteration 319Q: 3 clusters Score -2.381436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -23814350.000000 Penalty: 6017.712891
	Iteration 320F: 3 clusters Score -2.381435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 183879 members 
Entering Unmasked Estep 
Score: -23814354.000000 Penalty: 6017.712891
	Iteration 321Q: 3 clusters Score -2.381435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 183880 members 
Entering Unmasked Estep 
Score: -23814358.000000 Penalty: 6017.712891
	Iteration 322Q: 3 clusters Score -2.381436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -23814350.000000 Penalty: 6017.712891
	Iteration 323Q: 3 clusters Score -2.381435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -23814356.000000 Penalty: 6017.712891
	Iteration 324Q: 3 clusters Score -2.381436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -23814356.000000 Penalty: 6017.712891
	Iteration 325F: 3 clusters Score -2.381436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -64111.058594 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -64111.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62517.320312 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -62517.32 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63244.035156 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -63244.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63549.855469 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -63549.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63797.261719 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -63797.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64154.253906 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -64154.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64379.433594 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -64379.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64601.675781 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -64601.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64658.386719 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64658.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64686.921875 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64686.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64752.718750 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64752.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64826.460938 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -64826.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64975.667969 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -64975.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65025.800781 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -65025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65048.332031 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -65048.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65081.320312 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -65081.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65084.226562 Penalty: 3204.888184
	Iteration 15Q: 3 clusters Score -65084.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65084.226562 Penalty: 3204.888184
	Iteration 16F: 3 clusters Score -65084.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216567 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185811 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 221299 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158341 members 
Mstep: Class 21 contains 124122 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149698304.000000 Penalty: 69388.398438
Splitting cluster 9 changes total score from -149699136.000000 to -149698304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (89826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Entering Unmasked Estep 
Score: -11620609.000000 Penalty: 2828.596191
	Iteration 0F: 2 clusters Score -1.162061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -11560431.000000 Penalty: 5657.192383
	Iteration 0F: 3 clusters Score -1.156043e+07 nChanged 42530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -11584459.000000 Penalty: 5657.192383
	Iteration 1F: 3 clusters Score -1.158446e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -11585272.000000 Penalty: 5657.192383
	Iteration 2Q: 3 clusters Score -1.158527e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -11586328.000000 Penalty: 5657.192383
	Iteration 3Q: 3 clusters Score -1.158633e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -11587678.000000 Penalty: 5657.192383
	Iteration 4Q: 3 clusters Score -1.158768e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -11589547.000000 Penalty: 5657.192383
	Iteration 5Q: 3 clusters Score -1.158955e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -11591993.000000 Penalty: 5657.192383
	Iteration 6Q: 3 clusters Score -1.159199e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -11595140.000000 Penalty: 5657.192383
	Iteration 7F: 3 clusters Score -1.159514e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -11599192.000000 Penalty: 5657.192383
	Iteration 8F: 3 clusters Score -1.159919e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -11604069.000000 Penalty: 5657.192383
	Iteration 9F: 3 clusters Score -1.160407e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -11608917.000000 Penalty: 5657.192383
	Iteration 10F: 3 clusters Score -1.160892e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -11612735.000000 Penalty: 5657.192383
	Iteration 11Q: 3 clusters Score -1.161274e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -11615226.000000 Penalty: 5657.192383
	Iteration 12Q: 3 clusters Score -1.161523e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -11616594.000000 Penalty: 5657.192383
	Iteration 13Q: 3 clusters Score -1.161659e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11617314.000000 Penalty: 5657.192383
	Iteration 14Q: 3 clusters Score -1.161731e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11617666.000000 Penalty: 5657.192383
	Iteration 15Q: 3 clusters Score -1.161767e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11617860.000000 Penalty: 5657.192383
	Iteration 16Q: 3 clusters Score -1.161786e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11617955.000000 Penalty: 5657.192383
	Iteration 17Q: 3 clusters Score -1.161796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11618038.000000 Penalty: 5657.192383
	Iteration 18Q: 3 clusters Score -1.161804e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11618096.000000 Penalty: 5657.192383
	Iteration 19Q: 3 clusters Score -1.16181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11618145.000000 Penalty: 5657.192383
	Iteration 20F: 3 clusters Score -1.161814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11618164.000000 Penalty: 5657.192383
	Iteration 21Q: 3 clusters Score -1.161816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11618175.000000 Penalty: 5657.192383
	Iteration 22Q: 3 clusters Score -1.161818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11618175.000000 Penalty: 5657.192383
	Iteration 23Q: 3 clusters Score -1.161818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11618174.000000 Penalty: 5657.192383
	Iteration 24Q: 3 clusters Score -1.161817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11618188.000000 Penalty: 5657.192383
	Iteration 25Q: 3 clusters Score -1.161819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11618190.000000 Penalty: 5657.192383
	Iteration 26Q: 3 clusters Score -1.161819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11618196.000000 Penalty: 5657.192383
	Iteration 27Q: 3 clusters Score -1.16182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11618185.000000 Penalty: 5657.192383
	Iteration 28Q: 3 clusters Score -1.161818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11618185.000000 Penalty: 5657.192383
	Iteration 29F: 3 clusters Score -1.161818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221299 members 
Entering Unmasked Estep 
Score: -28284590.000000 Penalty: 3052.202881
	Iteration 0F: 2 clusters Score -2.828459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -28143880.000000 Penalty: 6104.405762
	Iteration 0F: 3 clusters Score -2.814388e+07 nChanged 106784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -28208862.000000 Penalty: 6104.405762
	Iteration 1F: 3 clusters Score -2.820886e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112964 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -28211408.000000 Penalty: 6104.405762
	Iteration 2Q: 3 clusters Score -2.821141e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -28215926.000000 Penalty: 6104.405762
	Iteration 3Q: 3 clusters Score -2.821593e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112501 members 
Mstep: Class 2 contains 108798 members 
Entering Unmasked Estep 
Score: -28223498.000000 Penalty: 6104.405762
	Iteration 4F: 3 clusters Score -2.82235e+07 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -28236228.000000 Penalty: 6104.405762
	Iteration 5F: 3 clusters Score -2.823623e+07 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -28252818.000000 Penalty: 6104.405762
	Iteration 6F: 3 clusters Score -2.825282e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103190 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -28264184.000000 Penalty: 6104.405762
	Iteration 7F: 3 clusters Score -2.826418e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100760 members 
Mstep: Class 2 contains 120539 members 
Entering Unmasked Estep 
Score: -28268660.000000 Penalty: 6104.405762
	Iteration 8Q: 3 clusters Score -2.826866e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 122774 members 
Entering Unmasked Estep 
Score: -28271124.000000 Penalty: 6104.405762
	Iteration 9Q: 3 clusters Score -2.827112e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 124971 members 
Entering Unmasked Estep 
Score: -28273214.000000 Penalty: 6104.405762
	Iteration 10Q: 3 clusters Score -2.827321e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -28275156.000000 Penalty: 6104.405762
	Iteration 11Q: 3 clusters Score -2.827516e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 129227 members 
Entering Unmasked Estep 
Score: -28276710.000000 Penalty: 6104.405762
	Iteration 12Q: 3 clusters Score -2.827671e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -28277940.000000 Penalty: 6104.405762
	Iteration 13Q: 3 clusters Score -2.827794e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 133109 members 
Entering Unmasked Estep 
Score: -28278920.000000 Penalty: 6104.405762
	Iteration 14Q: 3 clusters Score -2.827892e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 134860 members 
Entering Unmasked Estep 
Score: -28279602.000000 Penalty: 6104.405762
	Iteration 15Q: 3 clusters Score -2.82796e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -28280248.000000 Penalty: 6104.405762
	Iteration 16Q: 3 clusters Score -2.828025e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -28280602.000000 Penalty: 6104.405762
	Iteration 17Q: 3 clusters Score -2.82806e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 139951 members 
Entering Unmasked Estep 
Score: -28280854.000000 Penalty: 6104.405762
	Iteration 18Q: 3 clusters Score -2.828085e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -28281092.000000 Penalty: 6104.405762
	Iteration 19Q: 3 clusters Score -2.828109e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -28281382.000000 Penalty: 6104.405762
	Iteration 20F: 3 clusters Score -2.828138e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 145001 members 
Entering Unmasked Estep 
Score: -28281648.000000 Penalty: 6104.405762
	Iteration 21Q: 3 clusters Score -2.828165e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 146653 members 
Entering Unmasked Estep 
Score: -28281988.000000 Penalty: 6104.405762
	Iteration 22Q: 3 clusters Score -2.828199e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 148334 members 
Entering Unmasked Estep 
Score: -28282288.000000 Penalty: 6104.405762
	Iteration 23Q: 3 clusters Score -2.828229e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -28282514.000000 Penalty: 6104.405762
	Iteration 24Q: 3 clusters Score -2.828251e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -28282806.000000 Penalty: 6104.405762
	Iteration 25Q: 3 clusters Score -2.828281e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 153155 members 
Entering Unmasked Estep 
Score: -28283132.000000 Penalty: 6104.405762
	Iteration 26Q: 3 clusters Score -2.828313e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 154703 members 
Entering Unmasked Estep 
Score: -28283442.000000 Penalty: 6104.405762
	Iteration 27Q: 3 clusters Score -2.828344e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -28283466.000000 Penalty: 6104.405762
	Iteration 28Q: 3 clusters Score -2.828347e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 157711 members 
Entering Unmasked Estep 
Score: -28283652.000000 Penalty: 6104.405762
	Iteration 29Q: 3 clusters Score -2.828365e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 159159 members 
Entering Unmasked Estep 
Score: -28283824.000000 Penalty: 6104.405762
	Iteration 30Q: 3 clusters Score -2.828382e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -28283898.000000 Penalty: 6104.405762
	Iteration 31Q: 3 clusters Score -2.82839e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -28284028.000000 Penalty: 6104.405762
	Iteration 32Q: 3 clusters Score -2.828403e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -28284174.000000 Penalty: 6104.405762
	Iteration 33Q: 3 clusters Score -2.828417e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 164468 members 
Entering Unmasked Estep 
Score: -28284296.000000 Penalty: 6104.405762
	Iteration 34Q: 3 clusters Score -2.82843e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 165667 members 
Entering Unmasked Estep 
Score: -28284444.000000 Penalty: 6104.405762
	Iteration 35Q: 3 clusters Score -2.828444e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -28284586.000000 Penalty: 6104.405762
	Iteration 36Q: 3 clusters Score -2.828459e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -28284768.000000 Penalty: 6104.405762
	Iteration 37Q: 3 clusters Score -2.828477e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 169151 members 
Entering Unmasked Estep 
Score: -28285014.000000 Penalty: 6104.405762
	Iteration 38Q: 3 clusters Score -2.828501e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 170277 members 
Entering Unmasked Estep 
Score: -28285234.000000 Penalty: 6104.405762
	Iteration 39Q: 3 clusters Score -2.828523e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -28285408.000000 Penalty: 6104.405762
	Iteration 40F: 3 clusters Score -2.828541e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -28285508.000000 Penalty: 6104.405762
	Iteration 41Q: 3 clusters Score -2.828551e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -28285568.000000 Penalty: 6104.405762
	Iteration 42Q: 3 clusters Score -2.828557e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 174577 members 
Entering Unmasked Estep 
Score: -28285768.000000 Penalty: 6104.405762
	Iteration 43Q: 3 clusters Score -2.828577e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -28285852.000000 Penalty: 6104.405762
	Iteration 44Q: 3 clusters Score -2.828585e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -28285938.000000 Penalty: 6104.405762
	Iteration 45Q: 3 clusters Score -2.828594e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 177495 members 
Entering Unmasked Estep 
Score: -28286044.000000 Penalty: 6104.405762
	Iteration 46Q: 3 clusters Score -2.828604e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 178458 members 
Entering Unmasked Estep 
Score: -28286172.000000 Penalty: 6104.405762
	Iteration 47Q: 3 clusters Score -2.828617e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 179403 members 
Entering Unmasked Estep 
Score: -28286246.000000 Penalty: 6104.405762
	Iteration 48Q: 3 clusters Score -2.828625e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 180314 members 
Entering Unmasked Estep 
Score: -28286318.000000 Penalty: 6104.405762
	Iteration 49Q: 3 clusters Score -2.828632e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 181265 members 
Entering Unmasked Estep 
Score: -28286464.000000 Penalty: 6104.405762
	Iteration 50Q: 3 clusters Score -2.828646e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 182206 members 
Entering Unmasked Estep 
Score: -28286592.000000 Penalty: 6104.405762
	Iteration 51Q: 3 clusters Score -2.828659e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 183101 members 
Entering Unmasked Estep 
Score: -28286628.000000 Penalty: 6104.405762
	Iteration 52Q: 3 clusters Score -2.828663e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 183933 members 
Entering Unmasked Estep 
Score: -28286566.000000 Penalty: 6104.405762
	Iteration 53Q: 3 clusters Score -2.828657e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -28286500.000000 Penalty: 6104.405762
	Iteration 54Q: 3 clusters Score -2.82865e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 185562 members 
Entering Unmasked Estep 
Score: -28286512.000000 Penalty: 6104.405762
	Iteration 55Q: 3 clusters Score -2.828651e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -28286642.000000 Penalty: 6104.405762
	Iteration 56Q: 3 clusters Score -2.828664e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 187127 members 
Entering Unmasked Estep 
Score: -28286724.000000 Penalty: 6104.405762
	Iteration 57Q: 3 clusters Score -2.828672e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 187876 members 
Entering Unmasked Estep 
Score: -28286826.000000 Penalty: 6104.405762
	Iteration 58Q: 3 clusters Score -2.828683e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -28286846.000000 Penalty: 6104.405762
	Iteration 59Q: 3 clusters Score -2.828685e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 189356 members 
Entering Unmasked Estep 
Score: -28286812.000000 Penalty: 6104.405762
	Iteration 60F: 3 clusters Score -2.828681e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 190108 members 
Entering Unmasked Estep 
Score: -28286766.000000 Penalty: 6104.405762
	Iteration 61Q: 3 clusters Score -2.828677e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 190887 members 
Entering Unmasked Estep 
Score: -28286860.000000 Penalty: 6104.405762
	Iteration 62Q: 3 clusters Score -2.828686e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 191698 members 
Entering Unmasked Estep 
Score: -28286828.000000 Penalty: 6104.405762
	Iteration 63Q: 3 clusters Score -2.828683e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 192484 members 
Entering Unmasked Estep 
Score: -28286836.000000 Penalty: 6104.405762
	Iteration 64Q: 3 clusters Score -2.828684e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 193244 members 
Entering Unmasked Estep 
Score: -28286780.000000 Penalty: 6104.405762
	Iteration 65Q: 3 clusters Score -2.828678e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 193982 members 
Entering Unmasked Estep 
Score: -28286808.000000 Penalty: 6104.405762
	Iteration 66Q: 3 clusters Score -2.828681e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 194665 members 
Entering Unmasked Estep 
Score: -28286824.000000 Penalty: 6104.405762
	Iteration 67Q: 3 clusters Score -2.828682e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 195303 members 
Entering Unmasked Estep 
Score: -28286740.000000 Penalty: 6104.405762
	Iteration 68Q: 3 clusters Score -2.828674e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 195920 members 
Entering Unmasked Estep 
Score: -28286744.000000 Penalty: 6104.405762
	Iteration 69Q: 3 clusters Score -2.828674e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 196524 members 
Entering Unmasked Estep 
Score: -28286756.000000 Penalty: 6104.405762
	Iteration 70Q: 3 clusters Score -2.828676e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 197136 members 
Entering Unmasked Estep 
Score: -28286734.000000 Penalty: 6104.405762
	Iteration 71Q: 3 clusters Score -2.828673e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 197740 members 
Entering Unmasked Estep 
Score: -28286710.000000 Penalty: 6104.405762
	Iteration 72Q: 3 clusters Score -2.828671e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 198334 members 
Entering Unmasked Estep 
Score: -28286680.000000 Penalty: 6104.405762
	Iteration 73Q: 3 clusters Score -2.828668e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 198882 members 
Entering Unmasked Estep 
Score: -28286732.000000 Penalty: 6104.405762
	Iteration 74Q: 3 clusters Score -2.828673e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 199405 members 
Entering Unmasked Estep 
Score: -28286714.000000 Penalty: 6104.405762
	Iteration 75Q: 3 clusters Score -2.828671e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 199947 members 
Entering Unmasked Estep 
Score: -28286658.000000 Penalty: 6104.405762
	Iteration 76Q: 3 clusters Score -2.828666e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 200464 members 
Entering Unmasked Estep 
Score: -28286608.000000 Penalty: 6104.405762
	Iteration 77Q: 3 clusters Score -2.828661e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 200957 members 
Entering Unmasked Estep 
Score: -28286640.000000 Penalty: 6104.405762
	Iteration 78Q: 3 clusters Score -2.828664e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 201435 members 
Entering Unmasked Estep 
Score: -28286520.000000 Penalty: 6104.405762
	Iteration 79Q: 3 clusters Score -2.828652e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 201903 members 
Entering Unmasked Estep 
Score: -28286450.000000 Penalty: 6104.405762
	Iteration 80F: 3 clusters Score -2.828645e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 202295 members 
Entering Unmasked Estep 
Score: -28286398.000000 Penalty: 6104.405762
	Iteration 81Q: 3 clusters Score -2.82864e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 202663 members 
Entering Unmasked Estep 
Score: -28286350.000000 Penalty: 6104.405762
	Iteration 82Q: 3 clusters Score -2.828635e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 203020 members 
Entering Unmasked Estep 
Score: -28286286.000000 Penalty: 6104.405762
	Iteration 83Q: 3 clusters Score -2.828629e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 203365 members 
Entering Unmasked Estep 
Score: -28286270.000000 Penalty: 6104.405762
	Iteration 84Q: 3 clusters Score -2.828627e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 203721 members 
Entering Unmasked Estep 
Score: -28286198.000000 Penalty: 6104.405762
	Iteration 85Q: 3 clusters Score -2.82862e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 204041 members 
Entering Unmasked Estep 
Score: -28286078.000000 Penalty: 6104.405762
	Iteration 86Q: 3 clusters Score -2.828608e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -28286036.000000 Penalty: 6104.405762
	Iteration 87Q: 3 clusters Score -2.828604e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 204678 members 
Entering Unmasked Estep 
Score: -28286004.000000 Penalty: 6104.405762
	Iteration 88Q: 3 clusters Score -2.8286e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 204985 members 
Entering Unmasked Estep 
Score: -28285978.000000 Penalty: 6104.405762
	Iteration 89Q: 3 clusters Score -2.828598e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 205289 members 
Entering Unmasked Estep 
Score: -28285962.000000 Penalty: 6104.405762
	Iteration 90Q: 3 clusters Score -2.828596e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 205594 members 
Entering Unmasked Estep 
Score: -28285890.000000 Penalty: 6104.405762
	Iteration 91Q: 3 clusters Score -2.828589e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 205896 members 
Entering Unmasked Estep 
Score: -28285884.000000 Penalty: 6104.405762
	Iteration 92Q: 3 clusters Score -2.828588e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 206193 members 
Entering Unmasked Estep 
Score: -28285880.000000 Penalty: 6104.405762
	Iteration 93Q: 3 clusters Score -2.828588e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 206484 members 
Entering Unmasked Estep 
Score: -28285814.000000 Penalty: 6104.405762
	Iteration 94Q: 3 clusters Score -2.828581e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 206763 members 
Entering Unmasked Estep 
Score: -28285786.000000 Penalty: 6104.405762
	Iteration 95Q: 3 clusters Score -2.828579e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 207028 members 
Entering Unmasked Estep 
Score: -28285676.000000 Penalty: 6104.405762
	Iteration 96Q: 3 clusters Score -2.828568e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 207270 members 
Entering Unmasked Estep 
Score: -28285606.000000 Penalty: 6104.405762
	Iteration 97Q: 3 clusters Score -2.828561e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 207497 members 
Entering Unmasked Estep 
Score: -28285532.000000 Penalty: 6104.405762
	Iteration 98Q: 3 clusters Score -2.828553e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 207725 members 
Entering Unmasked Estep 
Score: -28285486.000000 Penalty: 6104.405762
	Iteration 99Q: 3 clusters Score -2.828549e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 207952 members 
Entering Unmasked Estep 
Score: -28285392.000000 Penalty: 6104.405762
	Iteration 100F: 3 clusters Score -2.828539e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 208171 members 
Entering Unmasked Estep 
Score: -28285344.000000 Penalty: 6104.405762
	Iteration 101Q: 3 clusters Score -2.828534e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 208364 members 
Entering Unmasked Estep 
Score: -28285328.000000 Penalty: 6104.405762
	Iteration 102Q: 3 clusters Score -2.828533e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 208553 members 
Entering Unmasked Estep 
Score: -28285264.000000 Penalty: 6104.405762
	Iteration 103Q: 3 clusters Score -2.828526e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 208761 members 
Entering Unmasked Estep 
Score: -28285244.000000 Penalty: 6104.405762
	Iteration 104Q: 3 clusters Score -2.828524e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 208952 members 
Entering Unmasked Estep 
Score: -28285250.000000 Penalty: 6104.405762
	Iteration 105Q: 3 clusters Score -2.828525e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 209157 members 
Entering Unmasked Estep 
Score: -28285182.000000 Penalty: 6104.405762
	Iteration 106Q: 3 clusters Score -2.828518e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 209342 members 
Entering Unmasked Estep 
Score: -28285178.000000 Penalty: 6104.405762
	Iteration 107Q: 3 clusters Score -2.828518e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 209522 members 
Entering Unmasked Estep 
Score: -28285136.000000 Penalty: 6104.405762
	Iteration 108Q: 3 clusters Score -2.828514e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 209714 members 
Entering Unmasked Estep 
Score: -28285096.000000 Penalty: 6104.405762
	Iteration 109Q: 3 clusters Score -2.82851e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 209903 members 
Entering Unmasked Estep 
Score: -28285078.000000 Penalty: 6104.405762
	Iteration 110Q: 3 clusters Score -2.828508e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 210089 members 
Entering Unmasked Estep 
Score: -28285068.000000 Penalty: 6104.405762
	Iteration 111Q: 3 clusters Score -2.828507e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 210291 members 
Entering Unmasked Estep 
Score: -28285054.000000 Penalty: 6104.405762
	Iteration 112Q: 3 clusters Score -2.828505e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 210491 members 
Entering Unmasked Estep 
Score: -28285002.000000 Penalty: 6104.405762
	Iteration 113Q: 3 clusters Score -2.8285e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 210693 members 
Entering Unmasked Estep 
Score: -28285022.000000 Penalty: 6104.405762
	Iteration 114Q: 3 clusters Score -2.828502e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 210883 members 
Entering Unmasked Estep 
Score: -28284988.000000 Penalty: 6104.405762
	Iteration 115Q: 3 clusters Score -2.828499e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 211075 members 
Entering Unmasked Estep 
Score: -28284942.000000 Penalty: 6104.405762
	Iteration 116Q: 3 clusters Score -2.828494e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 211264 members 
Entering Unmasked Estep 
Score: -28284988.000000 Penalty: 6104.405762
	Iteration 117Q: 3 clusters Score -2.828499e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 211464 members 
Entering Unmasked Estep 
Score: -28284984.000000 Penalty: 6104.405762
	Iteration 118Q: 3 clusters Score -2.828498e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 211655 members 
Entering Unmasked Estep 
Score: -28284904.000000 Penalty: 6104.405762
	Iteration 119Q: 3 clusters Score -2.82849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 211816 members 
Entering Unmasked Estep 
Score: -28284830.000000 Penalty: 6104.405762
	Iteration 120F: 3 clusters Score -2.828483e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 211967 members 
Entering Unmasked Estep 
Score: -28284794.000000 Penalty: 6104.405762
	Iteration 121Q: 3 clusters Score -2.828479e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 212075 members 
Entering Unmasked Estep 
Score: -28284732.000000 Penalty: 6104.405762
	Iteration 122Q: 3 clusters Score -2.828473e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 212183 members 
Entering Unmasked Estep 
Score: -28284738.000000 Penalty: 6104.405762
	Iteration 123Q: 3 clusters Score -2.828474e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 212286 members 
Entering Unmasked Estep 
Score: -28284718.000000 Penalty: 6104.405762
	Iteration 124Q: 3 clusters Score -2.828472e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 212378 members 
Entering Unmasked Estep 
Score: -28284680.000000 Penalty: 6104.405762
	Iteration 125Q: 3 clusters Score -2.828468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 212465 members 
Entering Unmasked Estep 
Score: -28284666.000000 Penalty: 6104.405762
	Iteration 126Q: 3 clusters Score -2.828467e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 212549 members 
Entering Unmasked Estep 
Score: -28284658.000000 Penalty: 6104.405762
	Iteration 127Q: 3 clusters Score -2.828466e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 212623 members 
Entering Unmasked Estep 
Score: -28284630.000000 Penalty: 6104.405762
	Iteration 128Q: 3 clusters Score -2.828463e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 212695 members 
Entering Unmasked Estep 
Score: -28284644.000000 Penalty: 6104.405762
	Iteration 129Q: 3 clusters Score -2.828464e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 212772 members 
Entering Unmasked Estep 
Score: -28284632.000000 Penalty: 6104.405762
	Iteration 130Q: 3 clusters Score -2.828463e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 212864 members 
Entering Unmasked Estep 
Score: -28284584.000000 Penalty: 6104.405762
	Iteration 131Q: 3 clusters Score -2.828458e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 212942 members 
Entering Unmasked Estep 
Score: -28284566.000000 Penalty: 6104.405762
	Iteration 132Q: 3 clusters Score -2.828457e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 213014 members 
Entering Unmasked Estep 
Score: -28284544.000000 Penalty: 6104.405762
	Iteration 133Q: 3 clusters Score -2.828454e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 213089 members 
Entering Unmasked Estep 
Score: -28284536.000000 Penalty: 6104.405762
	Iteration 134Q: 3 clusters Score -2.828454e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 213176 members 
Entering Unmasked Estep 
Score: -28284510.000000 Penalty: 6104.405762
	Iteration 135Q: 3 clusters Score -2.828451e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 213249 members 
Entering Unmasked Estep 
Score: -28284492.000000 Penalty: 6104.405762
	Iteration 136Q: 3 clusters Score -2.828449e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 213321 members 
Entering Unmasked Estep 
Score: -28284456.000000 Penalty: 6104.405762
	Iteration 137Q: 3 clusters Score -2.828446e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 213395 members 
Entering Unmasked Estep 
Score: -28284436.000000 Penalty: 6104.405762
	Iteration 138Q: 3 clusters Score -2.828444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 213463 members 
Entering Unmasked Estep 
Score: -28284442.000000 Penalty: 6104.405762
	Iteration 139Q: 3 clusters Score -2.828444e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 213537 members 
Entering Unmasked Estep 
Score: -28284478.000000 Penalty: 6104.405762
	Iteration 140F: 3 clusters Score -2.828448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 213610 members 
Entering Unmasked Estep 
Score: -28284432.000000 Penalty: 6104.405762
	Iteration 141Q: 3 clusters Score -2.828443e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 213664 members 
Entering Unmasked Estep 
Score: -28284434.000000 Penalty: 6104.405762
	Iteration 142Q: 3 clusters Score -2.828443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 213711 members 
Entering Unmasked Estep 
Score: -28284462.000000 Penalty: 6104.405762
	Iteration 143Q: 3 clusters Score -2.828446e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 213757 members 
Entering Unmasked Estep 
Score: -28284426.000000 Penalty: 6104.405762
	Iteration 144Q: 3 clusters Score -2.828443e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 213809 members 
Entering Unmasked Estep 
Score: -28284426.000000 Penalty: 6104.405762
	Iteration 145Q: 3 clusters Score -2.828443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 213843 members 
Entering Unmasked Estep 
Score: -28284402.000000 Penalty: 6104.405762
	Iteration 146Q: 3 clusters Score -2.82844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 213882 members 
Entering Unmasked Estep 
Score: -28284388.000000 Penalty: 6104.405762
	Iteration 147Q: 3 clusters Score -2.828439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 213912 members 
Entering Unmasked Estep 
Score: -28284380.000000 Penalty: 6104.405762
	Iteration 148Q: 3 clusters Score -2.828438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -28284372.000000 Penalty: 6104.405762
	Iteration 149Q: 3 clusters Score -2.828437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 213993 members 
Entering Unmasked Estep 
Score: -28284314.000000 Penalty: 6104.405762
	Iteration 150Q: 3 clusters Score -2.828431e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 214036 members 
Entering Unmasked Estep 
Score: -28284328.000000 Penalty: 6104.405762
	Iteration 151Q: 3 clusters Score -2.828433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 214076 members 
Entering Unmasked Estep 
Score: -28284314.000000 Penalty: 6104.405762
	Iteration 152Q: 3 clusters Score -2.828431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 214118 members 
Entering Unmasked Estep 
Score: -28284280.000000 Penalty: 6104.405762
	Iteration 153Q: 3 clusters Score -2.828428e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 214168 members 
Entering Unmasked Estep 
Score: -28284280.000000 Penalty: 6104.405762
	Iteration 154Q: 3 clusters Score -2.828428e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 214219 members 
Entering Unmasked Estep 
Score: -28284260.000000 Penalty: 6104.405762
	Iteration 155Q: 3 clusters Score -2.828426e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 214262 members 
Entering Unmasked Estep 
Score: -28284280.000000 Penalty: 6104.405762
	Iteration 156Q: 3 clusters Score -2.828428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 214295 members 
Entering Unmasked Estep 
Score: -28284288.000000 Penalty: 6104.405762
	Iteration 157Q: 3 clusters Score -2.828429e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 214332 members 
Entering Unmasked Estep 
Score: -28284254.000000 Penalty: 6104.405762
	Iteration 158Q: 3 clusters Score -2.828425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 214361 members 
Entering Unmasked Estep 
Score: -28284248.000000 Penalty: 6104.405762
	Iteration 159Q: 3 clusters Score -2.828425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 214376 members 
Entering Unmasked Estep 
Score: -28284250.000000 Penalty: 6104.405762
	Iteration 160F: 3 clusters Score -2.828425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 214391 members 
Entering Unmasked Estep 
Score: -28284220.000000 Penalty: 6104.405762
	Iteration 161Q: 3 clusters Score -2.828422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 214412 members 
Entering Unmasked Estep 
Score: -28284208.000000 Penalty: 6104.405762
	Iteration 162Q: 3 clusters Score -2.828421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 214428 members 
Entering Unmasked Estep 
Score: -28284194.000000 Penalty: 6104.405762
	Iteration 163Q: 3 clusters Score -2.828419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 214446 members 
Entering Unmasked Estep 
Score: -28284190.000000 Penalty: 6104.405762
	Iteration 164Q: 3 clusters Score -2.828419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 214464 members 
Entering Unmasked Estep 
Score: -28284190.000000 Penalty: 6104.405762
	Iteration 165Q: 3 clusters Score -2.828419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 214480 members 
Entering Unmasked Estep 
Score: -28284210.000000 Penalty: 6104.405762
	Iteration 166Q: 3 clusters Score -2.828421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 214496 members 
Entering Unmasked Estep 
Score: -28284194.000000 Penalty: 6104.405762
	Iteration 167Q: 3 clusters Score -2.828419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 214510 members 
Entering Unmasked Estep 
Score: -28284170.000000 Penalty: 6104.405762
	Iteration 168Q: 3 clusters Score -2.828417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 214521 members 
Entering Unmasked Estep 
Score: -28284170.000000 Penalty: 6104.405762
	Iteration 169Q: 3 clusters Score -2.828417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 214524 members 
Entering Unmasked Estep 
Score: -28284170.000000 Penalty: 6104.405762
	Iteration 170Q: 3 clusters Score -2.828417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 214528 members 
Entering Unmasked Estep 
Score: -28284170.000000 Penalty: 6104.405762
	Iteration 171Q: 3 clusters Score -2.828417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 214536 members 
Entering Unmasked Estep 
Score: -28284166.000000 Penalty: 6104.405762
	Iteration 172Q: 3 clusters Score -2.828417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 214545 members 
Entering Unmasked Estep 
Score: -28284180.000000 Penalty: 6104.405762
	Iteration 173Q: 3 clusters Score -2.828418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 214552 members 
Entering Unmasked Estep 
Score: -28284174.000000 Penalty: 6104.405762
	Iteration 174Q: 3 clusters Score -2.828417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 214559 members 
Entering Unmasked Estep 
Score: -28284178.000000 Penalty: 6104.405762
	Iteration 175Q: 3 clusters Score -2.828418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 214564 members 
Entering Unmasked Estep 
Score: -28284174.000000 Penalty: 6104.405762
	Iteration 176Q: 3 clusters Score -2.828417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 214566 members 
Entering Unmasked Estep 
Score: -28284178.000000 Penalty: 6104.405762
	Iteration 177Q: 3 clusters Score -2.828418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 214570 members 
Entering Unmasked Estep 
Score: -28284186.000000 Penalty: 6104.405762
	Iteration 178Q: 3 clusters Score -2.828419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 214574 members 
Entering Unmasked Estep 
Score: -28284162.000000 Penalty: 6104.405762
	Iteration 179Q: 3 clusters Score -2.828416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 214579 members 
Entering Unmasked Estep 
Score: -28284192.000000 Penalty: 6104.405762
	Iteration 180F: 3 clusters Score -2.828419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 214583 members 
Entering Unmasked Estep 
Score: -28284180.000000 Penalty: 6104.405762
	Iteration 181Q: 3 clusters Score -2.828418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 214588 members 
Entering Unmasked Estep 
Score: -28284170.000000 Penalty: 6104.405762
	Iteration 182Q: 3 clusters Score -2.828417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 214594 members 
Entering Unmasked Estep 
Score: -28284166.000000 Penalty: 6104.405762
	Iteration 183Q: 3 clusters Score -2.828417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 214603 members 
Entering Unmasked Estep 
Score: -28284154.000000 Penalty: 6104.405762
	Iteration 184Q: 3 clusters Score -2.828415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 214610 members 
Entering Unmasked Estep 
Score: -28284158.000000 Penalty: 6104.405762
	Iteration 185Q: 3 clusters Score -2.828416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 214620 members 
Entering Unmasked Estep 
Score: -28284136.000000 Penalty: 6104.405762
	Iteration 186Q: 3 clusters Score -2.828414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 214631 members 
Entering Unmasked Estep 
Score: -28284138.000000 Penalty: 6104.405762
	Iteration 187Q: 3 clusters Score -2.828414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 214643 members 
Entering Unmasked Estep 
Score: -28284148.000000 Penalty: 6104.405762
	Iteration 188Q: 3 clusters Score -2.828415e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 214658 members 
Entering Unmasked Estep 
Score: -28284144.000000 Penalty: 6104.405762
	Iteration 189Q: 3 clusters Score -2.828414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 214676 members 
Entering Unmasked Estep 
Score: -28284138.000000 Penalty: 6104.405762
	Iteration 190Q: 3 clusters Score -2.828414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 214689 members 
Entering Unmasked Estep 
Score: -28284130.000000 Penalty: 6104.405762
	Iteration 191Q: 3 clusters Score -2.828413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 214703 members 
Entering Unmasked Estep 
Score: -28284124.000000 Penalty: 6104.405762
	Iteration 192Q: 3 clusters Score -2.828412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 214717 members 
Entering Unmasked Estep 
Score: -28284128.000000 Penalty: 6104.405762
	Iteration 193Q: 3 clusters Score -2.828413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 214736 members 
Entering Unmasked Estep 
Score: -28284094.000000 Penalty: 6104.405762
	Iteration 194Q: 3 clusters Score -2.828409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 214748 members 
Entering Unmasked Estep 
Score: -28284114.000000 Penalty: 6104.405762
	Iteration 195Q: 3 clusters Score -2.828411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 214764 members 
Entering Unmasked Estep 
Score: -28284102.000000 Penalty: 6104.405762
	Iteration 196Q: 3 clusters Score -2.82841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 214782 members 
Entering Unmasked Estep 
Score: -28284120.000000 Penalty: 6104.405762
	Iteration 197Q: 3 clusters Score -2.828412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 214794 members 
Entering Unmasked Estep 
Score: -28284116.000000 Penalty: 6104.405762
	Iteration 198Q: 3 clusters Score -2.828412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 214804 members 
Entering Unmasked Estep 
Score: -28284098.000000 Penalty: 6104.405762
	Iteration 199Q: 3 clusters Score -2.82841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 214813 members 
Entering Unmasked Estep 
Score: -28284102.000000 Penalty: 6104.405762
	Iteration 200F: 3 clusters Score -2.82841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 214820 members 
Entering Unmasked Estep 
Score: -28284080.000000 Penalty: 6104.405762
	Iteration 201Q: 3 clusters Score -2.828408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 214825 members 
Entering Unmasked Estep 
Score: -28284100.000000 Penalty: 6104.405762
	Iteration 202Q: 3 clusters Score -2.82841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 214828 members 
Entering Unmasked Estep 
Score: -28284106.000000 Penalty: 6104.405762
	Iteration 203Q: 3 clusters Score -2.828411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 214829 members 
Entering Unmasked Estep 
Score: -28284098.000000 Penalty: 6104.405762
	Iteration 204Q: 3 clusters Score -2.82841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 214830 members 
Entering Unmasked Estep 
Score: -28284108.000000 Penalty: 6104.405762
	Iteration 205Q: 3 clusters Score -2.828411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -28284112.000000 Penalty: 6104.405762
	Iteration 206Q: 3 clusters Score -2.828411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 214836 members 
Entering Unmasked Estep 
Score: -28284100.000000 Penalty: 6104.405762
	Iteration 207Q: 3 clusters Score -2.82841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 214837 members 
Entering Unmasked Estep 
Score: -28284100.000000 Penalty: 6104.405762
	Iteration 208Q: 3 clusters Score -2.82841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 214837 members 
Entering Unmasked Estep 
Score: -28284100.000000 Penalty: 6104.405762
	Iteration 209F: 3 clusters Score -2.82841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -3634529.250000 Penalty: 2540.543945
	Iteration 0F: 2 clusters Score -3634529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3615190.500000 Penalty: 5081.087891
	Iteration 0F: 3 clusters Score -3615190 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3621862.500000 Penalty: 5081.087891
	Iteration 1F: 3 clusters Score -3621862 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3622327.250000 Penalty: 5081.087891
	Iteration 2Q: 3 clusters Score -3622327 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3622817.750000 Penalty: 5081.087891
	Iteration 3Q: 3 clusters Score -3622818 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3623404.750000 Penalty: 5081.087891
	Iteration 4Q: 3 clusters Score -3623405 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3624298.750000 Penalty: 5081.087891
	Iteration 5F: 3 clusters Score -3624299 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3625590.000000 Penalty: 5081.087891
	Iteration 6F: 3 clusters Score -3625590 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3627438.750000 Penalty: 5081.087891
	Iteration 7F: 3 clusters Score -3627439 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3629434.750000 Penalty: 5081.087891
	Iteration 8F: 3 clusters Score -3629435 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3630909.000000 Penalty: 5081.087891
	Iteration 9F: 3 clusters Score -3630909 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3631697.250000 Penalty: 5081.087891
	Iteration 10Q: 3 clusters Score -3631697 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3632136.000000 Penalty: 5081.087891
	Iteration 11Q: 3 clusters Score -3632136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3632383.250000 Penalty: 5081.087891
	Iteration 12Q: 3 clusters Score -3632383 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3632570.750000 Penalty: 5081.087891
	Iteration 13Q: 3 clusters Score -3632571 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3632660.250000 Penalty: 5081.087891
	Iteration 14Q: 3 clusters Score -3632660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3632705.250000 Penalty: 5081.087891
	Iteration 15Q: 3 clusters Score -3632705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3632725.500000 Penalty: 5081.087891
	Iteration 16Q: 3 clusters Score -3632726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3632738.750000 Penalty: 5081.087891
	Iteration 17Q: 3 clusters Score -3632739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3632747.000000 Penalty: 5081.087891
	Iteration 18Q: 3 clusters Score -3632747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3632755.000000 Penalty: 5081.087891
	Iteration 19Q: 3 clusters Score -3632755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3632760.750000 Penalty: 5081.087891
	Iteration 20F: 3 clusters Score -3632761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3632765.500000 Penalty: 5081.087891
	Iteration 21Q: 3 clusters Score -3632766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3632775.750000 Penalty: 5081.087891
	Iteration 22Q: 3 clusters Score -3632776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3632781.250000 Penalty: 5081.087891
	Iteration 23Q: 3 clusters Score -3632781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3632786.000000 Penalty: 5081.087891
	Iteration 24Q: 3 clusters Score -3632786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3632791.250000 Penalty: 5081.087891
	Iteration 25Q: 3 clusters Score -3632791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3632793.000000 Penalty: 5081.087891
	Iteration 26Q: 3 clusters Score -3632793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3632793.250000 Penalty: 5081.087891
	Iteration 27Q: 3 clusters Score -3632793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3632794.250000 Penalty: 5081.087891
	Iteration 28Q: 3 clusters Score -3632794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3632797.000000 Penalty: 5081.087891
	Iteration 29Q: 3 clusters Score -3632797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3632797.000000 Penalty: 5081.087891
	Iteration 30F: 3 clusters Score -3632797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38745.312500 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38745.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37391.394531 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37391.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37524.398438 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37524.4 nChanged 5
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: -37544.109375 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -37544.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37562.363281 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -37562.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37587.570312 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -37587.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37592.921875 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -37592.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37599.894531 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -37599.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37605.585938 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -37605.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37605.585938 Penalty: 2892.613770
	Iteration 8F: 3 clusters Score -37605.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -727323.562500 Penalty: 2143.231445
	Iteration 0F: 2 clusters Score -727323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -722409.937500 Penalty: 4286.462891
	Iteration 0F: 3 clusters Score -722409.9 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -723633.625000 Penalty: 4286.462891
	Iteration 1F: 3 clusters Score -723633.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -723836.875000 Penalty: 4286.462891
	Iteration 2F: 3 clusters Score -723836.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -723961.812500 Penalty: 4286.462891
	Iteration 3Q: 3 clusters Score -723961.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -724041.687500 Penalty: 4286.462891
	Iteration 4Q: 3 clusters Score -724041.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -724101.375000 Penalty: 4286.462891
	Iteration 5Q: 3 clusters Score -724101.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -724146.750000 Penalty: 4286.462891
	Iteration 6Q: 3 clusters Score -724146.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -724196.375000 Penalty: 4286.462891
	Iteration 7Q: 3 clusters Score -724196.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -724236.812500 Penalty: 4286.462891
	Iteration 8Q: 3 clusters Score -724236.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -724284.562500 Penalty: 4286.462891
	Iteration 9Q: 3 clusters Score -724284.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -724335.687500 Penalty: 4286.462891
	Iteration 10Q: 3 clusters Score -724335.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -724398.000000 Penalty: 4286.462891
	Iteration 11Q: 3 clusters Score -724398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -724439.250000 Penalty: 4286.462891
	Iteration 12Q: 3 clusters Score -724439.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -724480.000000 Penalty: 4286.462891
	Iteration 13Q: 3 clusters Score -724480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -724518.312500 Penalty: 4286.462891
	Iteration 14Q: 3 clusters Score -724518.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -724564.000000 Penalty: 4286.462891
	Iteration 15Q: 3 clusters Score -724564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -724612.625000 Penalty: 4286.462891
	Iteration 16Q: 3 clusters Score -724612.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -724671.937500 Penalty: 4286.462891
	Iteration 17Q: 3 clusters Score -724671.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -724729.437500 Penalty: 4286.462891
	Iteration 18Q: 3 clusters Score -724729.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -724796.625000 Penalty: 4286.462891
	Iteration 19Q: 3 clusters Score -724796.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -724859.812500 Penalty: 4286.462891
	Iteration 20F: 3 clusters Score -724859.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -724918.000000 Penalty: 4286.462891
	Iteration 21Q: 3 clusters Score -724918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -724962.687500 Penalty: 4286.462891
	Iteration 22Q: 3 clusters Score -724962.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -725007.750000 Penalty: 4286.462891
	Iteration 23Q: 3 clusters Score -725007.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -725052.125000 Penalty: 4286.462891
	Iteration 24Q: 3 clusters Score -725052.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -725092.812500 Penalty: 4286.462891
	Iteration 25Q: 3 clusters Score -725092.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -725130.687500 Penalty: 4286.462891
	Iteration 26Q: 3 clusters Score -725130.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -725154.250000 Penalty: 4286.462891
	Iteration 27Q: 3 clusters Score -725154.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -725173.187500 Penalty: 4286.462891
	Iteration 28Q: 3 clusters Score -725173.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -725189.250000 Penalty: 4286.462891
	Iteration 29Q: 3 clusters Score -725189.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -725202.687500 Penalty: 4286.462891
	Iteration 30Q: 3 clusters Score -725202.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -725217.437500 Penalty: 4286.462891
	Iteration 31Q: 3 clusters Score -725217.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -725226.875000 Penalty: 4286.462891
	Iteration 32Q: 3 clusters Score -725226.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -725241.687500 Penalty: 4286.462891
	Iteration 33Q: 3 clusters Score -725241.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -725254.812500 Penalty: 4286.462891
	Iteration 34Q: 3 clusters Score -725254.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -725262.812500 Penalty: 4286.462891
	Iteration 35Q: 3 clusters Score -725262.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -725274.125000 Penalty: 4286.462891
	Iteration 36Q: 3 clusters Score -725274.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -725286.562500 Penalty: 4286.462891
	Iteration 37Q: 3 clusters Score -725286.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -725293.125000 Penalty: 4286.462891
	Iteration 38Q: 3 clusters Score -725293.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -725300.000000 Penalty: 4286.462891
	Iteration 39Q: 3 clusters Score -725300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -725309.437500 Penalty: 4286.462891
	Iteration 40F: 3 clusters Score -725309.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -725314.125000 Penalty: 4286.462891
	Iteration 41Q: 3 clusters Score -725314.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -725320.562500 Penalty: 4286.462891
	Iteration 42Q: 3 clusters Score -725320.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -725326.562500 Penalty: 4286.462891
	Iteration 43Q: 3 clusters Score -725326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -725333.750000 Penalty: 4286.462891
	Iteration 44Q: 3 clusters Score -725333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -725339.687500 Penalty: 4286.462891
	Iteration 45Q: 3 clusters Score -725339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -725341.625000 Penalty: 4286.462891
	Iteration 46Q: 3 clusters Score -725341.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -725350.375000 Penalty: 4286.462891
	Iteration 47Q: 3 clusters Score -725350.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -725353.000000 Penalty: 4286.462891
	Iteration 48Q: 3 clusters Score -725353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -725355.062500 Penalty: 4286.462891
	Iteration 49Q: 3 clusters Score -725355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -725359.062500 Penalty: 4286.462891
	Iteration 50Q: 3 clusters Score -725359.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -725362.750000 Penalty: 4286.462891
	Iteration 51Q: 3 clusters Score -725362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -725369.250000 Penalty: 4286.462891
	Iteration 52Q: 3 clusters Score -725369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -725373.500000 Penalty: 4286.462891
	Iteration 53Q: 3 clusters Score -725373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -725375.750000 Penalty: 4286.462891
	Iteration 54Q: 3 clusters Score -725375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -725376.125000 Penalty: 4286.462891
	Iteration 55Q: 3 clusters Score -725376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -725376.000000 Penalty: 4286.462891
	Iteration 56Q: 3 clusters Score -725376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -725376.562500 Penalty: 4286.462891
	Iteration 57Q: 3 clusters Score -725376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -725377.625000 Penalty: 4286.462891
	Iteration 58Q: 3 clusters Score -725377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -725381.062500 Penalty: 4286.462891
	Iteration 59Q: 3 clusters Score -725381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -725381.687500 Penalty: 4286.462891
	Iteration 60F: 3 clusters Score -725381.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -725385.437500 Penalty: 4286.462891
	Iteration 61Q: 3 clusters Score -725385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -725386.687500 Penalty: 4286.462891
	Iteration 62Q: 3 clusters Score -725386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -725389.062500 Penalty: 4286.462891
	Iteration 63Q: 3 clusters Score -725389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -725389.062500 Penalty: 4286.462891
	Iteration 64Q: 3 clusters Score -725389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -725389.687500 Penalty: 4286.462891
	Iteration 65Q: 3 clusters Score -725389.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -725389.687500 Penalty: 4286.462891
	Iteration 66F: 3 clusters Score -725389.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -221461.796875 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -221461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -218957.531250 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -218957.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219403.734375 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -219403.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -219519.328125 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -219519.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -219568.625000 Penalty: 3734.852051
	Iteration 3Q: 3 clusters Score -219568.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -219596.546875 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -219596.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219620.781250 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -219620.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -219646.125000 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -219646.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219675.546875 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -219675.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -219691.156250 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -219691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -219704.937500 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -219704.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -219713.656250 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -219713.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -219726.046875 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -219726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -219736.109375 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -219736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -219741.812500 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -219741.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -219747.265625 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -219747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -219752.984375 Penalty: 3734.852051
	Iteration 15Q: 3 clusters Score -219753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -219764.187500 Penalty: 3734.852051
	Iteration 16Q: 3 clusters Score -219764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -219773.843750 Penalty: 3734.852051
	Iteration 17Q: 3 clusters Score -219773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -219785.156250 Penalty: 3734.852051
	Iteration 18Q: 3 clusters Score -219785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -219799.484375 Penalty: 3734.852051
	Iteration 19Q: 3 clusters Score -219799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -219807.265625 Penalty: 3734.852051
	Iteration 20F: 3 clusters Score -219807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -219819.703125 Penalty: 3734.852051
	Iteration 21Q: 3 clusters Score -219819.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -219834.343750 Penalty: 3734.852051
	Iteration 22Q: 3 clusters Score -219834.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -219845.937500 Penalty: 3734.852051
	Iteration 23Q: 3 clusters Score -219845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -219850.640625 Penalty: 3734.852051
	Iteration 24Q: 3 clusters Score -219850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -219851.875000 Penalty: 3734.852051
	Iteration 25Q: 3 clusters Score -219851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -219855.890625 Penalty: 3734.852051
	Iteration 26Q: 3 clusters Score -219855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -219862.046875 Penalty: 3734.852051
	Iteration 27Q: 3 clusters Score -219862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -219869.703125 Penalty: 3734.852051
	Iteration 28Q: 3 clusters Score -219869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -219871.812500 Penalty: 3734.852051
	Iteration 29Q: 3 clusters Score -219871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -219872.312500 Penalty: 3734.852051
	Iteration 30Q: 3 clusters Score -219872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -219874.125000 Penalty: 3734.852051
	Iteration 31Q: 3 clusters Score -219874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -219874.765625 Penalty: 3734.852051
	Iteration 32Q: 3 clusters Score -219874.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -219876.265625 Penalty: 3734.852051
	Iteration 33Q: 3 clusters Score -219876.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -219877.890625 Penalty: 3734.852051
	Iteration 34Q: 3 clusters Score -219877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -219882.390625 Penalty: 3734.852051
	Iteration 35Q: 3 clusters Score -219882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -219884.343750 Penalty: 3734.852051
	Iteration 36Q: 3 clusters Score -219884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -219886.718750 Penalty: 3734.852051
	Iteration 37Q: 3 clusters Score -219886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -219887.968750 Penalty: 3734.852051
	Iteration 38Q: 3 clusters Score -219888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -219887.968750 Penalty: 3734.852051
	Iteration 39F: 3 clusters Score -219888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Entering Unmasked Estep 
Score: -20255342.000000 Penalty: 2969.181641
	Iteration 0F: 2 clusters Score -2.025534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -20149874.000000 Penalty: 5938.363281
	Iteration 0F: 3 clusters Score -2.014987e+07 nChanged 75643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -20195298.000000 Penalty: 5938.363281
	Iteration 1F: 3 clusters Score -2.01953e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -20197934.000000 Penalty: 5938.363281
	Iteration 2Q: 3 clusters Score -2.019793e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -20202554.000000 Penalty: 5938.363281
	Iteration 3F: 3 clusters Score -2.020255e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -20210146.000000 Penalty: 5938.363281
	Iteration 4F: 3 clusters Score -2.021015e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 123238 members 
Entering Unmasked Estep 
Score: -20221544.000000 Penalty: 5938.363281
	Iteration 5F: 3 clusters Score -2.022154e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -20234420.000000 Penalty: 5938.363281
	Iteration 6F: 3 clusters Score -2.023442e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 145910 members 
Entering Unmasked Estep 
Score: -20243858.000000 Penalty: 5938.363281
	Iteration 7F: 3 clusters Score -2.024386e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 151538 members 
Entering Unmasked Estep 
Score: -20248860.000000 Penalty: 5938.363281
	Iteration 8Q: 3 clusters Score -2.024886e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 154241 members 
Entering Unmasked Estep 
Score: -20251358.000000 Penalty: 5938.363281
	Iteration 9Q: 3 clusters Score -2.025136e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 155389 members 
Entering Unmasked Estep 
Score: -20252406.000000 Penalty: 5938.363281
	Iteration 10Q: 3 clusters Score -2.025241e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 155886 members 
Entering Unmasked Estep 
Score: -20252972.000000 Penalty: 5938.363281
	Iteration 11Q: 3 clusters Score -2.025297e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 156110 members 
Entering Unmasked Estep 
Score: -20253252.000000 Penalty: 5938.363281
	Iteration 12Q: 3 clusters Score -2.025325e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -20253412.000000 Penalty: 5938.363281
	Iteration 13Q: 3 clusters Score -2.025341e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -20253464.000000 Penalty: 5938.363281
	Iteration 14Q: 3 clusters Score -2.025346e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -20253500.000000 Penalty: 5938.363281
	Iteration 15Q: 3 clusters Score -2.02535e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 156477 members 
Entering Unmasked Estep 
Score: -20253516.000000 Penalty: 5938.363281
	Iteration 16Q: 3 clusters Score -2.025352e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 156516 members 
Entering Unmasked Estep 
Score: -20253544.000000 Penalty: 5938.363281
	Iteration 17Q: 3 clusters Score -2.025354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -20253568.000000 Penalty: 5938.363281
	Iteration 18Q: 3 clusters Score -2.025357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 156576 members 
Entering Unmasked Estep 
Score: -20253596.000000 Penalty: 5938.363281
	Iteration 19Q: 3 clusters Score -2.02536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -20253608.000000 Penalty: 5938.363281
	Iteration 20F: 3 clusters Score -2.025361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -20253600.000000 Penalty: 5938.363281
	Iteration 21Q: 3 clusters Score -2.02536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -20253608.000000 Penalty: 5938.363281
	Iteration 22Q: 3 clusters Score -2.025361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -20253616.000000 Penalty: 5938.363281
	Iteration 23Q: 3 clusters Score -2.025362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -20253610.000000 Penalty: 5938.363281
	Iteration 24Q: 3 clusters Score -2.025361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 156652 members 
Entering Unmasked Estep 
Score: -20253622.000000 Penalty: 5938.363281
	Iteration 25Q: 3 clusters Score -2.025362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -20253618.000000 Penalty: 5938.363281
	Iteration 26Q: 3 clusters Score -2.025362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -20253626.000000 Penalty: 5938.363281
	Iteration 27Q: 3 clusters Score -2.025363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -20253642.000000 Penalty: 5938.363281
	Iteration 28Q: 3 clusters Score -2.025364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -20253636.000000 Penalty: 5938.363281
	Iteration 29Q: 3 clusters Score -2.025364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 156662 members 
Entering Unmasked Estep 
Score: -20253640.000000 Penalty: 5938.363281
	Iteration 30Q: 3 clusters Score -2.025364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 156665 members 
Entering Unmasked Estep 
Score: -20253620.000000 Penalty: 5938.363281
	Iteration 31Q: 3 clusters Score -2.025362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 156668 members 
Entering Unmasked Estep 
Score: -20253640.000000 Penalty: 5938.363281
	Iteration 32Q: 3 clusters Score -2.025364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 156670 members 
Entering Unmasked Estep 
Score: -20253628.000000 Penalty: 5938.363281
	Iteration 33Q: 3 clusters Score -2.025363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -20253632.000000 Penalty: 5938.363281
	Iteration 34Q: 3 clusters Score -2.025363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -20253626.000000 Penalty: 5938.363281
	Iteration 35Q: 3 clusters Score -2.025363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -20253642.000000 Penalty: 5938.363281
	Iteration 36Q: 3 clusters Score -2.025364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -20253656.000000 Penalty: 5938.363281
	Iteration 37Q: 3 clusters Score -2.025366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -20253656.000000 Penalty: 5938.363281
	Iteration 38F: 3 clusters Score -2.025366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (124122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Entering Unmasked Estep 
Score: -15959536.000000 Penalty: 2908.796875
	Iteration 0F: 2 clusters Score -1.595954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -15876359.000000 Penalty: 5817.593750
	Iteration 0F: 3 clusters Score -1.587636e+07 nChanged 58863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -15910231.000000 Penalty: 5817.593750
	Iteration 1F: 3 clusters Score -1.591023e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -15911148.000000 Penalty: 5817.593750
	Iteration 2Q: 3 clusters Score -1.591115e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -15912252.000000 Penalty: 5817.593750
	Iteration 3Q: 3 clusters Score -1.591225e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -15913959.000000 Penalty: 5817.593750
	Iteration 4Q: 3 clusters Score -1.591396e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -15916558.000000 Penalty: 5817.593750
	Iteration 5Q: 3 clusters Score -1.591656e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -15919865.000000 Penalty: 5817.593750
	Iteration 6Q: 3 clusters Score -1.591986e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -15923905.000000 Penalty: 5817.593750
	Iteration 7F: 3 clusters Score -1.59239e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -15928252.000000 Penalty: 5817.593750
	Iteration 8F: 3 clusters Score -1.592825e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -15933283.000000 Penalty: 5817.593750
	Iteration 9F: 3 clusters Score -1.593328e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -15937471.000000 Penalty: 5817.593750
	Iteration 10F: 3 clusters Score -1.593747e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -15940312.000000 Penalty: 5817.593750
	Iteration 11Q: 3 clusters Score -1.594031e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -15941685.000000 Penalty: 5817.593750
	Iteration 12Q: 3 clusters Score -1.594168e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -15942249.000000 Penalty: 5817.593750
	Iteration 13Q: 3 clusters Score -1.594225e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -15942449.000000 Penalty: 5817.593750
	Iteration 14Q: 3 clusters Score -1.594245e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 69842 members 
Entering Unmasked Estep 
Score: -15942510.000000 Penalty: 5817.593750
	Iteration 15Q: 3 clusters Score -1.594251e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -15942647.000000 Penalty: 5817.593750
	Iteration 16Q: 3 clusters Score -1.594265e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -15942686.000000 Penalty: 5817.593750
	Iteration 17Q: 3 clusters Score -1.594269e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -15942835.000000 Penalty: 5817.593750
	Iteration 18Q: 3 clusters Score -1.594284e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -15942966.000000 Penalty: 5817.593750
	Iteration 19Q: 3 clusters Score -1.594297e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -15943040.000000 Penalty: 5817.593750
	Iteration 20F: 3 clusters Score -1.594304e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -15943260.000000 Penalty: 5817.593750
	Iteration 21Q: 3 clusters Score -1.594326e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -15943357.000000 Penalty: 5817.593750
	Iteration 22Q: 3 clusters Score -1.594336e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -15943464.000000 Penalty: 5817.593750
	Iteration 23Q: 3 clusters Score -1.594346e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -15943633.000000 Penalty: 5817.593750
	Iteration 24Q: 3 clusters Score -1.594363e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -15943832.000000 Penalty: 5817.593750
	Iteration 25Q: 3 clusters Score -1.594383e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -15943947.000000 Penalty: 5817.593750
	Iteration 26Q: 3 clusters Score -1.594395e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -15944070.000000 Penalty: 5817.593750
	Iteration 27Q: 3 clusters Score -1.594407e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -15944183.000000 Penalty: 5817.593750
	Iteration 28Q: 3 clusters Score -1.594418e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -15944285.000000 Penalty: 5817.593750
	Iteration 29Q: 3 clusters Score -1.594428e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -15944417.000000 Penalty: 5817.593750
	Iteration 30Q: 3 clusters Score -1.594442e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -15944415.000000 Penalty: 5817.593750
	Iteration 31Q: 3 clusters Score -1.594442e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -15944417.000000 Penalty: 5817.593750
	Iteration 32Q: 3 clusters Score -1.594442e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -15944463.000000 Penalty: 5817.593750
	Iteration 33Q: 3 clusters Score -1.594446e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -15944560.000000 Penalty: 5817.593750
	Iteration 34Q: 3 clusters Score -1.594456e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -15944610.000000 Penalty: 5817.593750
	Iteration 35Q: 3 clusters Score -1.594461e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -15944747.000000 Penalty: 5817.593750
	Iteration 36Q: 3 clusters Score -1.594475e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -15944792.000000 Penalty: 5817.593750
	Iteration 37Q: 3 clusters Score -1.594479e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -15944841.000000 Penalty: 5817.593750
	Iteration 38Q: 3 clusters Score -1.594484e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -15944851.000000 Penalty: 5817.593750
	Iteration 39Q: 3 clusters Score -1.594485e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -15944845.000000 Penalty: 5817.593750
	Iteration 40F: 3 clusters Score -1.594484e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -15944921.000000 Penalty: 5817.593750
	Iteration 41Q: 3 clusters Score -1.594492e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -15944983.000000 Penalty: 5817.593750
	Iteration 42Q: 3 clusters Score -1.594498e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -15944976.000000 Penalty: 5817.593750
	Iteration 43Q: 3 clusters Score -1.594498e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -15945036.000000 Penalty: 5817.593750
	Iteration 44Q: 3 clusters Score -1.594504e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -15945091.000000 Penalty: 5817.593750
	Iteration 45Q: 3 clusters Score -1.594509e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -15945129.000000 Penalty: 5817.593750
	Iteration 46Q: 3 clusters Score -1.594513e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -15945181.000000 Penalty: 5817.593750
	Iteration 47Q: 3 clusters Score -1.594518e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -15945196.000000 Penalty: 5817.593750
	Iteration 48Q: 3 clusters Score -1.59452e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -15945257.000000 Penalty: 5817.593750
	Iteration 49Q: 3 clusters Score -1.594526e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -15945308.000000 Penalty: 5817.593750
	Iteration 50Q: 3 clusters Score -1.594531e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -15945398.000000 Penalty: 5817.593750
	Iteration 51Q: 3 clusters Score -1.59454e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -15945431.000000 Penalty: 5817.593750
	Iteration 52Q: 3 clusters Score -1.594543e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -15945566.000000 Penalty: 5817.593750
	Iteration 53Q: 3 clusters Score -1.594557e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -15945738.000000 Penalty: 5817.593750
	Iteration 54Q: 3 clusters Score -1.594574e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -15945821.000000 Penalty: 5817.593750
	Iteration 55Q: 3 clusters Score -1.594582e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -15945943.000000 Penalty: 5817.593750
	Iteration 56Q: 3 clusters Score -1.594594e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -15946078.000000 Penalty: 5817.593750
	Iteration 57Q: 3 clusters Score -1.594608e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -15946261.000000 Penalty: 5817.593750
	Iteration 58Q: 3 clusters Score -1.594626e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -15946401.000000 Penalty: 5817.593750
	Iteration 59Q: 3 clusters Score -1.59464e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -15946640.000000 Penalty: 5817.593750
	Iteration 60F: 3 clusters Score -1.594664e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -15946852.000000 Penalty: 5817.593750
	Iteration 61Q: 3 clusters Score -1.594685e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78027 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -15947192.000000 Penalty: 5817.593750
	Iteration 62Q: 3 clusters Score -1.594719e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -15947500.000000 Penalty: 5817.593750
	Iteration 63Q: 3 clusters Score -1.59475e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80658 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -15947822.000000 Penalty: 5817.593750
	Iteration 64Q: 3 clusters Score -1.594782e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -15948067.000000 Penalty: 5817.593750
	Iteration 65Q: 3 clusters Score -1.594807e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -15948380.000000 Penalty: 5817.593750
	Iteration 66Q: 3 clusters Score -1.594838e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -15948617.000000 Penalty: 5817.593750
	Iteration 67Q: 3 clusters Score -1.594862e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -15949003.000000 Penalty: 5817.593750
	Iteration 68Q: 3 clusters Score -1.5949e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -15949379.000000 Penalty: 5817.593750
	Iteration 69Q: 3 clusters Score -1.594938e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -15949667.000000 Penalty: 5817.593750
	Iteration 70Q: 3 clusters Score -1.594967e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -15950075.000000 Penalty: 5817.593750
	Iteration 71Q: 3 clusters Score -1.595008e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -15950486.000000 Penalty: 5817.593750
	Iteration 72Q: 3 clusters Score -1.595049e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -15950855.000000 Penalty: 5817.593750
	Iteration 73Q: 3 clusters Score -1.595086e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -15951286.000000 Penalty: 5817.593750
	Iteration 74Q: 3 clusters Score -1.595129e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -15951741.000000 Penalty: 5817.593750
	Iteration 75Q: 3 clusters Score -1.595174e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -15952210.000000 Penalty: 5817.593750
	Iteration 76Q: 3 clusters Score -1.595221e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -15952569.000000 Penalty: 5817.593750
	Iteration 77Q: 3 clusters Score -1.595257e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -15952910.000000 Penalty: 5817.593750
	Iteration 78Q: 3 clusters Score -1.595291e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -15953254.000000 Penalty: 5817.593750
	Iteration 79Q: 3 clusters Score -1.595325e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104226 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -15953702.000000 Penalty: 5817.593750
	Iteration 80F: 3 clusters Score -1.59537e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -15954048.000000 Penalty: 5817.593750
	Iteration 81Q: 3 clusters Score -1.595405e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -15954463.000000 Penalty: 5817.593750
	Iteration 82Q: 3 clusters Score -1.595446e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -15954865.000000 Penalty: 5817.593750
	Iteration 83Q: 3 clusters Score -1.595486e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -15955176.000000 Penalty: 5817.593750
	Iteration 84Q: 3 clusters Score -1.595518e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -15955506.000000 Penalty: 5817.593750
	Iteration 85Q: 3 clusters Score -1.595551e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -15955846.000000 Penalty: 5817.593750
	Iteration 86Q: 3 clusters Score -1.595585e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112661 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -15956100.000000 Penalty: 5817.593750
	Iteration 87Q: 3 clusters Score -1.59561e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -15956332.000000 Penalty: 5817.593750
	Iteration 88Q: 3 clusters Score -1.595633e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -15956559.000000 Penalty: 5817.593750
	Iteration 89Q: 3 clusters Score -1.595656e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -15956787.000000 Penalty: 5817.593750
	Iteration 90Q: 3 clusters Score -1.595679e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115734 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -15956957.000000 Penalty: 5817.593750
	Iteration 91Q: 3 clusters Score -1.595696e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116303 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -15957104.000000 Penalty: 5817.593750
	Iteration 92Q: 3 clusters Score -1.59571e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -15957175.000000 Penalty: 5817.593750
	Iteration 93Q: 3 clusters Score -1.595718e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -15957265.000000 Penalty: 5817.593750
	Iteration 94Q: 3 clusters Score -1.595726e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -15957329.000000 Penalty: 5817.593750
	Iteration 95Q: 3 clusters Score -1.595733e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -15957416.000000 Penalty: 5817.593750
	Iteration 96Q: 3 clusters Score -1.595742e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118075 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -15957498.000000 Penalty: 5817.593750
	Iteration 97Q: 3 clusters Score -1.59575e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -15957493.000000 Penalty: 5817.593750
	Iteration 98Q: 3 clusters Score -1.595749e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -15957563.000000 Penalty: 5817.593750
	Iteration 99Q: 3 clusters Score -1.595756e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -15957524.000000 Penalty: 5817.593750
	Iteration 100F: 3 clusters Score -1.595752e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118954 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -15957520.000000 Penalty: 5817.593750
	Iteration 101Q: 3 clusters Score -1.595752e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119131 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -15957596.000000 Penalty: 5817.593750
	Iteration 102Q: 3 clusters Score -1.59576e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -15957610.000000 Penalty: 5817.593750
	Iteration 103Q: 3 clusters Score -1.595761e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -15957633.000000 Penalty: 5817.593750
	Iteration 104Q: 3 clusters Score -1.595763e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119610 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -15957648.000000 Penalty: 5817.593750
	Iteration 105Q: 3 clusters Score -1.595765e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119751 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -15957639.000000 Penalty: 5817.593750
	Iteration 106Q: 3 clusters Score -1.595764e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119888 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -15957635.000000 Penalty: 5817.593750
	Iteration 107Q: 3 clusters Score -1.595764e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119996 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -15957640.000000 Penalty: 5817.593750
	Iteration 108Q: 3 clusters Score -1.595764e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120091 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -15957671.000000 Penalty: 5817.593750
	Iteration 109Q: 3 clusters Score -1.595767e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120169 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -15957690.000000 Penalty: 5817.593750
	Iteration 110Q: 3 clusters Score -1.595769e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -15957718.000000 Penalty: 5817.593750
	Iteration 111Q: 3 clusters Score -1.595772e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -15957728.000000 Penalty: 5817.593750
	Iteration 112Q: 3 clusters Score -1.595773e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -15957755.000000 Penalty: 5817.593750
	Iteration 113Q: 3 clusters Score -1.595776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120378 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -15957750.000000 Penalty: 5817.593750
	Iteration 114Q: 3 clusters Score -1.595775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -15957743.000000 Penalty: 5817.593750
	Iteration 115Q: 3 clusters Score -1.595774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -15957762.000000 Penalty: 5817.593750
	Iteration 116Q: 3 clusters Score -1.595776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -15957751.000000 Penalty: 5817.593750
	Iteration 117Q: 3 clusters Score -1.595775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120513 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -15957758.000000 Penalty: 5817.593750
	Iteration 118Q: 3 clusters Score -1.595776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -15957749.000000 Penalty: 5817.593750
	Iteration 119Q: 3 clusters Score -1.595775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -15957778.000000 Penalty: 5817.593750
	Iteration 120F: 3 clusters Score -1.595778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -15957805.000000 Penalty: 5817.593750
	Iteration 121Q: 3 clusters Score -1.59578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120629 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -15957810.000000 Penalty: 5817.593750
	Iteration 122Q: 3 clusters Score -1.595781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -15957804.000000 Penalty: 5817.593750
	Iteration 123Q: 3 clusters Score -1.59578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120683 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -15957799.000000 Penalty: 5817.593750
	Iteration 124Q: 3 clusters Score -1.59578e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120714 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -15957792.000000 Penalty: 5817.593750
	Iteration 125Q: 3 clusters Score -1.595779e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120748 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -15957783.000000 Penalty: 5817.593750
	Iteration 126Q: 3 clusters Score -1.595778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -15957780.000000 Penalty: 5817.593750
	Iteration 127Q: 3 clusters Score -1.595778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -15957775.000000 Penalty: 5817.593750
	Iteration 128Q: 3 clusters Score -1.595778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120829 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -15957818.000000 Penalty: 5817.593750
	Iteration 129Q: 3 clusters Score -1.595782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120856 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -15957817.000000 Penalty: 5817.593750
	Iteration 130Q: 3 clusters Score -1.595782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120878 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -15957810.000000 Penalty: 5817.593750
	Iteration 131Q: 3 clusters Score -1.595781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120897 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -15957812.000000 Penalty: 5817.593750
	Iteration 132Q: 3 clusters Score -1.595781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -15957813.000000 Penalty: 5817.593750
	Iteration 133Q: 3 clusters Score -1.595781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -15957805.000000 Penalty: 5817.593750
	Iteration 134Q: 3 clusters Score -1.59578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -15957802.000000 Penalty: 5817.593750
	Iteration 135Q: 3 clusters Score -1.59578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120996 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15957807.000000 Penalty: 5817.593750
	Iteration 136Q: 3 clusters Score -1.595781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121016 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15957826.000000 Penalty: 5817.593750
	Iteration 137Q: 3 clusters Score -1.595783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -15957842.000000 Penalty: 5817.593750
	Iteration 138Q: 3 clusters Score -1.595784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121048 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -15957829.000000 Penalty: 5817.593750
	Iteration 139Q: 3 clusters Score -1.595783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -15957837.000000 Penalty: 5817.593750
	Iteration 140F: 3 clusters Score -1.595784e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -15957841.000000 Penalty: 5817.593750
	Iteration 141Q: 3 clusters Score -1.595784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121124 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -15957842.000000 Penalty: 5817.593750
	Iteration 142Q: 3 clusters Score -1.595784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -15957832.000000 Penalty: 5817.593750
	Iteration 143Q: 3 clusters Score -1.595783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -15957855.000000 Penalty: 5817.593750
	Iteration 144Q: 3 clusters Score -1.595786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15957852.000000 Penalty: 5817.593750
	Iteration 145Q: 3 clusters Score -1.595785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -15957845.000000 Penalty: 5817.593750
	Iteration 146Q: 3 clusters Score -1.595784e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121250 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -15957851.000000 Penalty: 5817.593750
	Iteration 147Q: 3 clusters Score -1.595785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121272 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -15957851.000000 Penalty: 5817.593750
	Iteration 148Q: 3 clusters Score -1.595785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121291 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -15957865.000000 Penalty: 5817.593750
	Iteration 149Q: 3 clusters Score -1.595786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -15957856.000000 Penalty: 5817.593750
	Iteration 150Q: 3 clusters Score -1.595786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -15957853.000000 Penalty: 5817.593750
	Iteration 151Q: 3 clusters Score -1.595785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121355 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -15957846.000000 Penalty: 5817.593750
	Iteration 152Q: 3 clusters Score -1.595785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121372 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -15957856.000000 Penalty: 5817.593750
	Iteration 153Q: 3 clusters Score -1.595786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121389 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15957849.000000 Penalty: 5817.593750
	Iteration 154Q: 3 clusters Score -1.595785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -15957858.000000 Penalty: 5817.593750
	Iteration 155Q: 3 clusters Score -1.595786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121408 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -15957854.000000 Penalty: 5817.593750
	Iteration 156Q: 3 clusters Score -1.595785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121420 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -15957842.000000 Penalty: 5817.593750
	Iteration 157Q: 3 clusters Score -1.595784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121430 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15957841.000000 Penalty: 5817.593750
	Iteration 158Q: 3 clusters Score -1.595784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -15957847.000000 Penalty: 5817.593750
	Iteration 159Q: 3 clusters Score -1.595785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121453 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -15957836.000000 Penalty: 5817.593750
	Iteration 160F: 3 clusters Score -1.595784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121462 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -15957841.000000 Penalty: 5817.593750
	Iteration 161Q: 3 clusters Score -1.595784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121471 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -15957840.000000 Penalty: 5817.593750
	Iteration 162Q: 3 clusters Score -1.595784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -15957851.000000 Penalty: 5817.593750
	Iteration 163Q: 3 clusters Score -1.595785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15957856.000000 Penalty: 5817.593750
	Iteration 164Q: 3 clusters Score -1.595786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121497 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15957858.000000 Penalty: 5817.593750
	Iteration 165Q: 3 clusters Score -1.595786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -15957851.000000 Penalty: 5817.593750
	Iteration 166Q: 3 clusters Score -1.595785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121506 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -15957858.000000 Penalty: 5817.593750
	Iteration 167Q: 3 clusters Score -1.595786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -15957850.000000 Penalty: 5817.593750
	Iteration 168Q: 3 clusters Score -1.595785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121524 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -15957861.000000 Penalty: 5817.593750
	Iteration 169Q: 3 clusters Score -1.595786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -15957863.000000 Penalty: 5817.593750
	Iteration 170Q: 3 clusters Score -1.595786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15957849.000000 Penalty: 5817.593750
	Iteration 171Q: 3 clusters Score -1.595785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121555 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15957855.000000 Penalty: 5817.593750
	Iteration 172Q: 3 clusters Score -1.595786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121568 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -15957851.000000 Penalty: 5817.593750
	Iteration 173Q: 3 clusters Score -1.595785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121577 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -15957836.000000 Penalty: 5817.593750
	Iteration 174Q: 3 clusters Score -1.595784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121584 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -15957833.000000 Penalty: 5817.593750
	Iteration 175Q: 3 clusters Score -1.595783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -15957829.000000 Penalty: 5817.593750
	Iteration 176Q: 3 clusters Score -1.595783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -15957843.000000 Penalty: 5817.593750
	Iteration 177Q: 3 clusters Score -1.595784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121617 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15957848.000000 Penalty: 5817.593750
	Iteration 178Q: 3 clusters Score -1.595785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -15957846.000000 Penalty: 5817.593750
	Iteration 179Q: 3 clusters Score -1.595785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121653 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -15957841.000000 Penalty: 5817.593750
	Iteration 180F: 3 clusters Score -1.595784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121667 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15957846.000000 Penalty: 5817.593750
	Iteration 181Q: 3 clusters Score -1.595785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121678 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -15957853.000000 Penalty: 5817.593750
	Iteration 182Q: 3 clusters Score -1.595785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121684 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -15957846.000000 Penalty: 5817.593750
	Iteration 183Q: 3 clusters Score -1.595785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -15957838.000000 Penalty: 5817.593750
	Iteration 184Q: 3 clusters Score -1.595784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -15957838.000000 Penalty: 5817.593750
	Iteration 185Q: 3 clusters Score -1.595784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121699 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -15957834.000000 Penalty: 5817.593750
	Iteration 186Q: 3 clusters Score -1.595783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121705 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -15957858.000000 Penalty: 5817.593750
	Iteration 187Q: 3 clusters Score -1.595786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -15957854.000000 Penalty: 5817.593750
	Iteration 188Q: 3 clusters Score -1.595785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121707 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -15957854.000000 Penalty: 5817.593750
	Iteration 189Q: 3 clusters Score -1.595785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121707 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -15957854.000000 Penalty: 5817.593750
	Iteration 190F: 3 clusters Score -1.595785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Entering Unmasked Estep 
Score: -8676454.000000 Penalty: 2755.901855
	Iteration 0F: 2 clusters Score -8676454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -8631523.000000 Penalty: 5511.803711
	Iteration 0F: 3 clusters Score -8631523 nChanged 31426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -8648715.000000 Penalty: 5511.803711
	Iteration 1F: 3 clusters Score -8648715 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8649366.000000 Penalty: 5511.803711
	Iteration 2Q: 3 clusters Score -8649366 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -8649907.000000 Penalty: 5511.803711
	Iteration 3Q: 3 clusters Score -8649907 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8650501.000000 Penalty: 5511.803711
	Iteration 4Q: 3 clusters Score -8650501 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8651225.000000 Penalty: 5511.803711
	Iteration 5Q: 3 clusters Score -8651225 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -8652239.000000 Penalty: 5511.803711
	Iteration 6Q: 3 clusters Score -8652239 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -8653645.000000 Penalty: 5511.803711
	Iteration 7Q: 3 clusters Score -8653645 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -8655826.000000 Penalty: 5511.803711
	Iteration 8F: 3 clusters Score -8655826 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -8658991.000000 Penalty: 5511.803711
	Iteration 9F: 3 clusters Score -8658991 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -8662993.000000 Penalty: 5511.803711
	Iteration 10F: 3 clusters Score -8662993 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -8666729.000000 Penalty: 5511.803711
	Iteration 11F: 3 clusters Score -8666729 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -8669743.000000 Penalty: 5511.803711
	Iteration 12Q: 3 clusters Score -8669743 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -8671686.000000 Penalty: 5511.803711
	Iteration 13Q: 3 clusters Score -8671686 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -8672932.000000 Penalty: 5511.803711
	Iteration 14Q: 3 clusters Score -8672932 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -8673546.000000 Penalty: 5511.803711
	Iteration 15Q: 3 clusters Score -8673546 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -8673882.000000 Penalty: 5511.803711
	Iteration 16Q: 3 clusters Score -8673882 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -8674102.000000 Penalty: 5511.803711
	Iteration 17Q: 3 clusters Score -8674102 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -8674191.000000 Penalty: 5511.803711
	Iteration 18Q: 3 clusters Score -8674191 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -8674274.000000 Penalty: 5511.803711
	Iteration 19Q: 3 clusters Score -8674274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -8674335.000000 Penalty: 5511.803711
	Iteration 20F: 3 clusters Score -8674335 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -8674388.000000 Penalty: 5511.803711
	Iteration 21Q: 3 clusters Score -8674388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -8674407.000000 Penalty: 5511.803711
	Iteration 22Q: 3 clusters Score -8674407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -8674443.000000 Penalty: 5511.803711
	Iteration 23Q: 3 clusters Score -8674443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -8674451.000000 Penalty: 5511.803711
	Iteration 24Q: 3 clusters Score -8674451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -8674483.000000 Penalty: 5511.803711
	Iteration 25Q: 3 clusters Score -8674483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8674476.000000 Penalty: 5511.803711
	Iteration 26Q: 3 clusters Score -8674476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -8674499.000000 Penalty: 5511.803711
	Iteration 27Q: 3 clusters Score -8674499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -8674512.000000 Penalty: 5511.803711
	Iteration 28Q: 3 clusters Score -8674512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -8674516.000000 Penalty: 5511.803711
	Iteration 29Q: 3 clusters Score -8674516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -8674513.000000 Penalty: 5511.803711
	Iteration 30Q: 3 clusters Score -8674513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -8674511.000000 Penalty: 5511.803711
	Iteration 31Q: 3 clusters Score -8674511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -8674521.000000 Penalty: 5511.803711
	Iteration 32Q: 3 clusters Score -8674521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -8674520.000000 Penalty: 5511.803711
	Iteration 33Q: 3 clusters Score -8674520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -8674520.000000 Penalty: 5511.803711
	Iteration 34F: 3 clusters Score -8674520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79273.445312 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79273.45 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 361 members 
Entering Unmasked Estep 
Score: -77721.867188 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -77721.87 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77972.507812 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77972.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78062.101562 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78062.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78137.437500 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -78137.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78191.828125 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -78191.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78251.484375 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78251.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -78305.539062 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -78305.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78366.906250 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -78366.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78422.109375 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -78422.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -78461.500000 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -78461.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -78509.710938 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -78509.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -78584.203125 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -78584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -78645.289062 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -78645.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78659.414062 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -78659.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78675.789062 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -78675.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78687.507812 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -78687.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78697.281250 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -78697.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78707.367188 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -78707.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78709.984375 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -78709.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78712.375000 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -78712.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78715.531250 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -78715.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78767.164062 Penalty: 3245.780273
	Iteration 21Q: 3 clusters Score -78767.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78791.898438 Penalty: 3245.780273
	Iteration 22Q: 3 clusters Score -78791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78827.000000 Penalty: 3245.780273
	Iteration 23Q: 3 clusters Score -78827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78864.125000 Penalty: 3245.780273
	Iteration 24Q: 3 clusters Score -78864.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -78891.289062 Penalty: 3245.780273
	Iteration 25Q: 3 clusters Score -78891.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -78917.070312 Penalty: 3245.780273
	Iteration 26Q: 3 clusters Score -78917.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78925.812500 Penalty: 3245.780273
	Iteration 27Q: 3 clusters Score -78925.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78932.039062 Penalty: 3245.780273
	Iteration 28Q: 3 clusters Score -78932.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -78935.085938 Penalty: 3245.780273
	Iteration 29Q: 3 clusters Score -78935.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -78935.085938 Penalty: 3245.780273
	Iteration 30F: 3 clusters Score -78935.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216567 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185811 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89826 members 
Mstep: Class 12 contains 221299 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158341 members 
Mstep: Class 21 contains 124122 members 
Mstep: Class 22 contains 67004 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699104.000000 Penalty: 65918.976562
Iteration 279Q: 20 clusters Score -1.496991e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216569 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185810 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89827 members 
Mstep: Class 12 contains 221299 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158342 members 
Mstep: Class 21 contains 124121 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 280F: 20 clusters Score -1.496991e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185810 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89829 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158339 members 
Mstep: Class 21 contains 124117 members 
Mstep: Class 22 contains 67003 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699120.000000 Penalty: 65918.976562
Iteration 281Q: 20 clusters Score -1.496991e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216574 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185812 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89829 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28117 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124113 members 
Mstep: Class 22 contains 67003 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 282Q: 20 clusters Score -1.496991e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77487 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185813 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89829 members 
Mstep: Class 12 contains 221304 members 
Mstep: Class 14 contains 28116 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158339 members 
Mstep: Class 21 contains 124110 members 
Mstep: Class 22 contains 67003 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 283Q: 20 clusters Score -1.496992e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216574 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185813 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221303 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158340 members 
Mstep: Class 21 contains 124109 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699136.000000 Penalty: 65918.976562
Iteration 284Q: 20 clusters Score -1.496991e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216575 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185815 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221302 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158340 members 
Mstep: Class 21 contains 124108 members 
Mstep: Class 22 contains 67001 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 65918.976562
Iteration 285Q: 20 clusters Score -1.496992e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216575 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185816 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158340 members 
Mstep: Class 21 contains 124108 members 
Mstep: Class 22 contains 67001 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 286Q: 20 clusters Score -1.496992e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216574 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124106 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 65918.976562
Iteration 287Q: 20 clusters Score -1.496992e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216574 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185819 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158339 members 
Mstep: Class 21 contains 124106 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699232.000000 Penalty: 65918.976562
Iteration 288Q: 20 clusters Score -1.496992e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216575 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185819 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158337 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 65918.976562
Iteration 289Q: 20 clusters Score -1.496992e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216574 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158337 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 65918.976562
Iteration 290Q: 20 clusters Score -1.496992e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216575 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158336 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699168.000000 Penalty: 65918.976562
Iteration 291Q: 20 clusters Score -1.496992e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216575 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221300 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158337 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699184.000000 Penalty: 65918.976562
Iteration 292Q: 20 clusters Score -1.496992e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216574 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158337 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699216.000000 Penalty: 65918.976562
Iteration 293Q: 20 clusters Score -1.496992e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 65918.976562
Iteration 294Q: 20 clusters Score -1.496992e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149699200.000000 Penalty: 65918.976562
Iteration 295F: 20 clusters Score -1.496992e+08 nChanged 0
Entering ConstructFrom: 
Score: -149699200.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (216573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216573 members 
Entering Unmasked Estep 
Score: -27825752.000000 Penalty: 3046.849365
	Iteration 0F: 2 clusters Score -2.782575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -27688428.000000 Penalty: 6093.698730
	Iteration 0F: 3 clusters Score -2.768843e+07 nChanged 104326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 108163 members 
Entering Unmasked Estep 
Score: -27749028.000000 Penalty: 6093.698730
	Iteration 1F: 3 clusters Score -2.774903e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -27749724.000000 Penalty: 6093.698730
	Iteration 2Q: 3 clusters Score -2.774972e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -27750488.000000 Penalty: 6093.698730
	Iteration 3Q: 3 clusters Score -2.775049e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -27751410.000000 Penalty: 6093.698730
	Iteration 4Q: 3 clusters Score -2.775141e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108978 members 
Mstep: Class 2 contains 107595 members 
Entering Unmasked Estep 
Score: -27752186.000000 Penalty: 6093.698730
	Iteration 5Q: 3 clusters Score -2.775219e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109295 members 
Mstep: Class 2 contains 107278 members 
Entering Unmasked Estep 
Score: -27753210.000000 Penalty: 6093.698730
	Iteration 6Q: 3 clusters Score -2.775321e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -27754070.000000 Penalty: 6093.698730
	Iteration 7Q: 3 clusters Score -2.775407e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110342 members 
Mstep: Class 2 contains 106231 members 
Entering Unmasked Estep 
Score: -27754912.000000 Penalty: 6093.698730
	Iteration 8Q: 3 clusters Score -2.775491e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110991 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -27756232.000000 Penalty: 6093.698730
	Iteration 9Q: 3 clusters Score -2.775623e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -27757564.000000 Penalty: 6093.698730
	Iteration 10Q: 3 clusters Score -2.775756e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112861 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -27759810.000000 Penalty: 6093.698730
	Iteration 11Q: 3 clusters Score -2.775981e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -27762322.000000 Penalty: 6093.698730
	Iteration 12Q: 3 clusters Score -2.776232e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -27766232.000000 Penalty: 6093.698730
	Iteration 13Q: 3 clusters Score -2.776623e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118651 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -27772516.000000 Penalty: 6093.698730
	Iteration 14Q: 3 clusters Score -2.777252e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121297 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -27781330.000000 Penalty: 6093.698730
	Iteration 15F: 3 clusters Score -2.778133e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -27788868.000000 Penalty: 6093.698730
	Iteration 16F: 3 clusters Score -2.778887e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126486 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -27792354.000000 Penalty: 6093.698730
	Iteration 17Q: 3 clusters Score -2.779235e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -27793546.000000 Penalty: 6093.698730
	Iteration 18Q: 3 clusters Score -2.779355e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -27794134.000000 Penalty: 6093.698730
	Iteration 19Q: 3 clusters Score -2.779413e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -27794808.000000 Penalty: 6093.698730
	Iteration 20F: 3 clusters Score -2.779481e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137219 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -27795520.000000 Penalty: 6093.698730
	Iteration 21Q: 3 clusters Score -2.779552e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -27796154.000000 Penalty: 6093.698730
	Iteration 22Q: 3 clusters Score -2.779615e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -27796952.000000 Penalty: 6093.698730
	Iteration 23Q: 3 clusters Score -2.779695e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147250 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -27797858.000000 Penalty: 6093.698730
	Iteration 24Q: 3 clusters Score -2.779786e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150984 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -27798870.000000 Penalty: 6093.698730
	Iteration 25Q: 3 clusters Score -2.779887e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -27800010.000000 Penalty: 6093.698730
	Iteration 26Q: 3 clusters Score -2.780001e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159032 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -27801330.000000 Penalty: 6093.698730
	Iteration 27Q: 3 clusters Score -2.780133e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -27802794.000000 Penalty: 6093.698730
	Iteration 28Q: 3 clusters Score -2.780279e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -27804676.000000 Penalty: 6093.698730
	Iteration 29Q: 3 clusters Score -2.780468e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -27806154.000000 Penalty: 6093.698730
	Iteration 30Q: 3 clusters Score -2.780615e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177283 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -27807928.000000 Penalty: 6093.698730
	Iteration 31Q: 3 clusters Score -2.780793e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181968 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -27809722.000000 Penalty: 6093.698730
	Iteration 32Q: 3 clusters Score -2.780972e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186452 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -27811446.000000 Penalty: 6093.698730
	Iteration 33Q: 3 clusters Score -2.781145e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190651 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -27813002.000000 Penalty: 6093.698730
	Iteration 34Q: 3 clusters Score -2.7813e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194471 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -27814236.000000 Penalty: 6093.698730
	Iteration 35Q: 3 clusters Score -2.781424e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197910 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -27815342.000000 Penalty: 6093.698730
	Iteration 36Q: 3 clusters Score -2.781534e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200916 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -27816468.000000 Penalty: 6093.698730
	Iteration 37Q: 3 clusters Score -2.781647e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203427 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -27817486.000000 Penalty: 6093.698730
	Iteration 38Q: 3 clusters Score -2.781749e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205428 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -27818252.000000 Penalty: 6093.698730
	Iteration 39Q: 3 clusters Score -2.781825e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207069 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -27819224.000000 Penalty: 6093.698730
	Iteration 40F: 3 clusters Score -2.781922e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208710 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -27819896.000000 Penalty: 6093.698730
	Iteration 41Q: 3 clusters Score -2.78199e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210026 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -27820624.000000 Penalty: 6093.698730
	Iteration 42Q: 3 clusters Score -2.782062e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211061 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -27821166.000000 Penalty: 6093.698730
	Iteration 43Q: 3 clusters Score -2.782117e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211888 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -27821582.000000 Penalty: 6093.698730
	Iteration 44Q: 3 clusters Score -2.782158e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212509 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -27821776.000000 Penalty: 6093.698730
	Iteration 45Q: 3 clusters Score -2.782178e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213026 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -27821984.000000 Penalty: 6093.698730
	Iteration 46Q: 3 clusters Score -2.782198e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213424 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -27822198.000000 Penalty: 6093.698730
	Iteration 47Q: 3 clusters Score -2.78222e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213758 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -27822366.000000 Penalty: 6093.698730
	Iteration 48Q: 3 clusters Score -2.782237e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214006 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -27822514.000000 Penalty: 6093.698730
	Iteration 49Q: 3 clusters Score -2.782251e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214194 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -27822620.000000 Penalty: 6093.698730
	Iteration 50Q: 3 clusters Score -2.782262e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214364 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -27822630.000000 Penalty: 6093.698730
	Iteration 51Q: 3 clusters Score -2.782263e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214499 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -27822772.000000 Penalty: 6093.698730
	Iteration 52Q: 3 clusters Score -2.782277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214591 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -27822852.000000 Penalty: 6093.698730
	Iteration 53Q: 3 clusters Score -2.782285e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214673 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -27822940.000000 Penalty: 6093.698730
	Iteration 54Q: 3 clusters Score -2.782294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214746 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -27822934.000000 Penalty: 6093.698730
	Iteration 55Q: 3 clusters Score -2.782293e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214815 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -27822964.000000 Penalty: 6093.698730
	Iteration 56Q: 3 clusters Score -2.782296e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214875 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -27822984.000000 Penalty: 6093.698730
	Iteration 57Q: 3 clusters Score -2.782298e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214924 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -27823004.000000 Penalty: 6093.698730
	Iteration 58Q: 3 clusters Score -2.7823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214961 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -27823018.000000 Penalty: 6093.698730
	Iteration 59Q: 3 clusters Score -2.782302e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214988 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -27823076.000000 Penalty: 6093.698730
	Iteration 60F: 3 clusters Score -2.782308e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215024 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -27823106.000000 Penalty: 6093.698730
	Iteration 61Q: 3 clusters Score -2.782311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215045 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -27823136.000000 Penalty: 6093.698730
	Iteration 62Q: 3 clusters Score -2.782314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215067 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -27823162.000000 Penalty: 6093.698730
	Iteration 63Q: 3 clusters Score -2.782316e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215090 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -27823188.000000 Penalty: 6093.698730
	Iteration 64Q: 3 clusters Score -2.782319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215120 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -27823206.000000 Penalty: 6093.698730
	Iteration 65Q: 3 clusters Score -2.782321e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215148 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -27823232.000000 Penalty: 6093.698730
	Iteration 66Q: 3 clusters Score -2.782323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215180 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -27823282.000000 Penalty: 6093.698730
	Iteration 67Q: 3 clusters Score -2.782328e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215216 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -27823326.000000 Penalty: 6093.698730
	Iteration 68Q: 3 clusters Score -2.782333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215236 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -27823360.000000 Penalty: 6093.698730
	Iteration 69Q: 3 clusters Score -2.782336e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215256 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27823406.000000 Penalty: 6093.698730
	Iteration 70Q: 3 clusters Score -2.782341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215274 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -27823392.000000 Penalty: 6093.698730
	Iteration 71Q: 3 clusters Score -2.782339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215296 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -27823420.000000 Penalty: 6093.698730
	Iteration 72Q: 3 clusters Score -2.782342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215318 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -27823416.000000 Penalty: 6093.698730
	Iteration 73Q: 3 clusters Score -2.782342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215329 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -27823472.000000 Penalty: 6093.698730
	Iteration 74Q: 3 clusters Score -2.782347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215339 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -27823454.000000 Penalty: 6093.698730
	Iteration 75Q: 3 clusters Score -2.782345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215348 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -27823442.000000 Penalty: 6093.698730
	Iteration 76Q: 3 clusters Score -2.782344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215351 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -27823436.000000 Penalty: 6093.698730
	Iteration 77Q: 3 clusters Score -2.782344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215353 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -27823444.000000 Penalty: 6093.698730
	Iteration 78Q: 3 clusters Score -2.782344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215357 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -27823464.000000 Penalty: 6093.698730
	Iteration 79Q: 3 clusters Score -2.782346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215364 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -27823478.000000 Penalty: 6093.698730
	Iteration 80F: 3 clusters Score -2.782348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215367 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -27823488.000000 Penalty: 6093.698730
	Iteration 81Q: 3 clusters Score -2.782349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215370 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -27823480.000000 Penalty: 6093.698730
	Iteration 82Q: 3 clusters Score -2.782348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -27823516.000000 Penalty: 6093.698730
	Iteration 83Q: 3 clusters Score -2.782352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215375 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -27823512.000000 Penalty: 6093.698730
	Iteration 84Q: 3 clusters Score -2.782351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215378 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -27823504.000000 Penalty: 6093.698730
	Iteration 85Q: 3 clusters Score -2.78235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215381 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -27823494.000000 Penalty: 6093.698730
	Iteration 86Q: 3 clusters Score -2.782349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215385 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -27823482.000000 Penalty: 6093.698730
	Iteration 87Q: 3 clusters Score -2.782348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215387 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -27823490.000000 Penalty: 6093.698730
	Iteration 88Q: 3 clusters Score -2.782349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215391 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -27823508.000000 Penalty: 6093.698730
	Iteration 89Q: 3 clusters Score -2.782351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215392 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -27823514.000000 Penalty: 6093.698730
	Iteration 90Q: 3 clusters Score -2.782351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215393 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -27823510.000000 Penalty: 6093.698730
	Iteration 91Q: 3 clusters Score -2.782351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215394 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -27823498.000000 Penalty: 6093.698730
	Iteration 92Q: 3 clusters Score -2.78235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215394 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -27823498.000000 Penalty: 6093.698730
	Iteration 93F: 3 clusters Score -2.78235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -68412.867188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -68412.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66788.320312 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -66788.32 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67294.101562 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -67294.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67716.601562 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -67716.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68043.210938 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -68043.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68503.984375 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -68503.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68711.640625 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -68711.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68751.453125 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -68751.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68786.398438 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -68786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68801.250000 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -68801.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68832.289062 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -68832.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68856.609375 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -68856.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68874.429688 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -68874.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68884.398438 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -68884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68911.687500 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -68911.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68929.882812 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -68929.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68995.195312 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -68995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68995.953125 Penalty: 3238.591797
	Iteration 16Q: 3 clusters Score -68995.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68995.953125 Penalty: 3238.591797
	Iteration 17F: 3 clusters Score -68995.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 308 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697984.000000 Penalty: 69388.398438
Splitting cluster 2 changes total score from -149699200.000000 to -149697984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -546150.625000 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -546150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -541997.312500 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -541997.3 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -542947.062500 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -542947.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -543142.500000 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -543142.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -543238.437500 Penalty: 4157.615723
	Iteration 3Q: 3 clusters Score -543238.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -543320.750000 Penalty: 4157.615723
	Iteration 4Q: 3 clusters Score -543320.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -543379.062500 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -543379.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -543418.187500 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -543418.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -543454.125000 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -543454.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -543481.250000 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -543481.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -543500.437500 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -543500.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -543525.875000 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -543525.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -543547.500000 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -543547.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -543568.437500 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -543568.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -543591.625000 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -543591.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -543616.937500 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -543616.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -543644.812500 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -543644.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -543673.437500 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -543673.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -543702.500000 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -543702.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -543737.312500 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -543737.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -543781.250000 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -543781.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -543825.187500 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -543825.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -543865.062500 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -543865.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -543907.000000 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -543907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -543952.187500 Penalty: 4157.615723
	Iteration 23Q: 3 clusters Score -543952.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -544000.937500 Penalty: 4157.615723
	Iteration 24Q: 3 clusters Score -544000.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -544035.687500 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -544035.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -544067.812500 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -544067.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -544109.750000 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -544109.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -544149.750000 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -544149.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -544180.000000 Penalty: 4157.615723
	Iteration 29Q: 3 clusters Score -544180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -544195.437500 Penalty: 4157.615723
	Iteration 30Q: 3 clusters Score -544195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -544210.500000 Penalty: 4157.615723
	Iteration 31Q: 3 clusters Score -544210.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -544228.875000 Penalty: 4157.615723
	Iteration 32Q: 3 clusters Score -544228.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -544248.750000 Penalty: 4157.615723
	Iteration 33Q: 3 clusters Score -544248.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -544262.125000 Penalty: 4157.615723
	Iteration 34Q: 3 clusters Score -544262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -544279.687500 Penalty: 4157.615723
	Iteration 35Q: 3 clusters Score -544279.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -544300.937500 Penalty: 4157.615723
	Iteration 36Q: 3 clusters Score -544300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -544320.250000 Penalty: 4157.615723
	Iteration 37Q: 3 clusters Score -544320.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -544345.187500 Penalty: 4157.615723
	Iteration 38Q: 3 clusters Score -544345.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -544359.875000 Penalty: 4157.615723
	Iteration 39Q: 3 clusters Score -544359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -544371.562500 Penalty: 4157.615723
	Iteration 40F: 3 clusters Score -544371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -544380.625000 Penalty: 4157.615723
	Iteration 41Q: 3 clusters Score -544380.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -544389.000000 Penalty: 4157.615723
	Iteration 42Q: 3 clusters Score -544389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -544391.875000 Penalty: 4157.615723
	Iteration 43Q: 3 clusters Score -544391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -544394.750000 Penalty: 4157.615723
	Iteration 44Q: 3 clusters Score -544394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -544398.187500 Penalty: 4157.615723
	Iteration 45Q: 3 clusters Score -544398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -544399.812500 Penalty: 4157.615723
	Iteration 46Q: 3 clusters Score -544399.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -544402.437500 Penalty: 4157.615723
	Iteration 47Q: 3 clusters Score -544402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -544403.125000 Penalty: 4157.615723
	Iteration 48Q: 3 clusters Score -544403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -544403.312500 Penalty: 4157.615723
	Iteration 49Q: 3 clusters Score -544403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -544403.625000 Penalty: 4157.615723
	Iteration 50Q: 3 clusters Score -544403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -544407.562500 Penalty: 4157.615723
	Iteration 51Q: 3 clusters Score -544407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -544410.812500 Penalty: 4157.615723
	Iteration 52Q: 3 clusters Score -544410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -544411.437500 Penalty: 4157.615723
	Iteration 53Q: 3 clusters Score -544411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -544412.875000 Penalty: 4157.615723
	Iteration 54Q: 3 clusters Score -544412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -544415.125000 Penalty: 4157.615723
	Iteration 55Q: 3 clusters Score -544415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -544417.625000 Penalty: 4157.615723
	Iteration 56Q: 3 clusters Score -544417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -544418.375000 Penalty: 4157.615723
	Iteration 57Q: 3 clusters Score -544418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -544418.375000 Penalty: 4157.615723
	Iteration 58F: 3 clusters Score -544418.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -742212.000000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -742212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -737050.437500 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -737050.4 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -738485.125000 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -738485.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -738846.500000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -738846.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -739200.750000 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -739200.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -739493.500000 Penalty: 4320.548828
	Iteration 4F: 3 clusters Score -739493.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -739716.812500 Penalty: 4320.548828
	Iteration 5F: 3 clusters Score -739716.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -739875.437500 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -739875.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -740002.937500 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -740002.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -740092.750000 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -740092.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -740161.500000 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -740161.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -740209.937500 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -740209.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -740246.062500 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -740246.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -740280.437500 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -740280.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -740317.750000 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -740317.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -740351.437500 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -740351.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -740375.000000 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -740375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -740395.312500 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -740395.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -740406.312500 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -740406.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -740416.250000 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -740416.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -740425.750000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -740425.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -740437.937500 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -740437.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -740451.187500 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -740451.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -740466.125000 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -740466.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -740480.625000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -740480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -740495.062500 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -740495.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -740501.937500 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -740501.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -740510.312500 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -740510.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -740522.562500 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -740522.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -740532.062500 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -740532.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -740538.625000 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -740538.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -740547.875000 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -740547.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -740557.625000 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -740557.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -740566.375000 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -740566.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -740581.750000 Penalty: 4320.548828
	Iteration 33Q: 3 clusters Score -740581.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -740593.375000 Penalty: 4320.548828
	Iteration 34Q: 3 clusters Score -740593.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -740601.937500 Penalty: 4320.548828
	Iteration 35Q: 3 clusters Score -740601.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -740615.812500 Penalty: 4320.548828
	Iteration 36Q: 3 clusters Score -740615.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -740622.562500 Penalty: 4320.548828
	Iteration 37Q: 3 clusters Score -740622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -740631.375000 Penalty: 4320.548828
	Iteration 38Q: 3 clusters Score -740631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -740636.187500 Penalty: 4320.548828
	Iteration 39Q: 3 clusters Score -740636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -740644.437500 Penalty: 4320.548828
	Iteration 40F: 3 clusters Score -740644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -740650.562500 Penalty: 4320.548828
	Iteration 41Q: 3 clusters Score -740650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -740657.312500 Penalty: 4320.548828
	Iteration 42Q: 3 clusters Score -740657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -740660.312500 Penalty: 4320.548828
	Iteration 43Q: 3 clusters Score -740660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -740662.250000 Penalty: 4320.548828
	Iteration 44Q: 3 clusters Score -740662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -740664.562500 Penalty: 4320.548828
	Iteration 45Q: 3 clusters Score -740664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -740664.187500 Penalty: 4320.548828
	Iteration 46Q: 3 clusters Score -740664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -740664.187500 Penalty: 4320.548828
	Iteration 47F: 3 clusters Score -740664.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -71287.781250 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -71287.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69612.484375 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -69612.48 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69874.289062 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -69874.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69961.812500 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -69961.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70020.140625 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -70020.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70074.710938 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -70074.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70125.125000 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -70125.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70160.710938 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -70160.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70199.500000 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -70199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70275.757812 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -70275.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70329.968750 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -70329.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70354.203125 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -70354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70364.882812 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -70364.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70380.664062 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -70380.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70393.257812 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -70393.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70403.890625 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -70403.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70416.734375 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -70416.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70426.757812 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -70426.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70454.164062 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -70454.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70499.546875 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -70499.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70617.210938 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -70617.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70754.375000 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -70754.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70781.367188 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -70781.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70801.539062 Penalty: 3214.862061
	Iteration 22Q: 3 clusters Score -70801.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70828.406250 Penalty: 3214.862061
	Iteration 23Q: 3 clusters Score -70828.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70852.195312 Penalty: 3214.862061
	Iteration 24Q: 3 clusters Score -70852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70860.835938 Penalty: 3214.862061
	Iteration 25Q: 3 clusters Score -70860.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70870.968750 Penalty: 3214.862061
	Iteration 26Q: 3 clusters Score -70870.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70874.820312 Penalty: 3214.862061
	Iteration 27Q: 3 clusters Score -70874.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70882.179688 Penalty: 3214.862061
	Iteration 28Q: 3 clusters Score -70882.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70907.812500 Penalty: 3214.862061
	Iteration 29Q: 3 clusters Score -70907.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70963.984375 Penalty: 3214.862061
	Iteration 30Q: 3 clusters Score -70963.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71002.843750 Penalty: 3214.862061
	Iteration 31Q: 3 clusters Score -71002.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71024.164062 Penalty: 3214.862061
	Iteration 32Q: 3 clusters Score -71024.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71036.320312 Penalty: 3214.862061
	Iteration 33Q: 3 clusters Score -71036.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71055.390625 Penalty: 3214.862061
	Iteration 34Q: 3 clusters Score -71055.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71089.476562 Penalty: 3214.862061
	Iteration 35Q: 3 clusters Score -71089.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71159.867188 Penalty: 3214.862061
	Iteration 36Q: 3 clusters Score -71159.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71303.734375 Penalty: 3214.862061
	Iteration 37Q: 3 clusters Score -71303.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71361.203125 Penalty: 3214.862061
	Iteration 38Q: 3 clusters Score -71361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71390.171875 Penalty: 3214.862061
	Iteration 39Q: 3 clusters Score -71390.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71451.156250 Penalty: 3214.862061
	Iteration 40F: 3 clusters Score -71451.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71535.046875 Penalty: 3214.862061
	Iteration 41Q: 3 clusters Score -71535.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71596.046875 Penalty: 3214.862061
	Iteration 42Q: 3 clusters Score -71596.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71602.500000 Penalty: 3214.862061
	Iteration 43Q: 3 clusters Score -71602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71604.054688 Penalty: 3214.862061
	Iteration 44Q: 3 clusters Score -71604.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71606.312500 Penalty: 3214.862061
	Iteration 45Q: 3 clusters Score -71606.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71606.312500 Penalty: 3214.862061
	Iteration 46F: 3 clusters Score -71606.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 396 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 11 contains 257 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149697552.000000 Penalty: 69388.398438
Splitting cluster 5 changes total score from -149699200.000000 to -149697552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (77488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Entering Unmasked Estep 
Score: -9668026.000000 Penalty: 2791.953857
	Iteration 0F: 2 clusters Score -9668026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -9616080.000000 Penalty: 5583.907715
	Iteration 0F: 3 clusters Score -9616080 nChanged 36267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -9636456.000000 Penalty: 5583.907715
	Iteration 1F: 3 clusters Score -9636456 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -9637135.000000 Penalty: 5583.907715
	Iteration 2Q: 3 clusters Score -9637135 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -9637991.000000 Penalty: 5583.907715
	Iteration 3Q: 3 clusters Score -9637991 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -9639066.000000 Penalty: 5583.907715
	Iteration 4Q: 3 clusters Score -9639066 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -9640717.000000 Penalty: 5583.907715
	Iteration 5Q: 3 clusters Score -9640717 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9643431.000000 Penalty: 5583.907715
	Iteration 6F: 3 clusters Score -9643431 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -9647709.000000 Penalty: 5583.907715
	Iteration 7F: 3 clusters Score -9647709 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -9653368.000000 Penalty: 5583.907715
	Iteration 8F: 3 clusters Score -9653368 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 70766 members 
Entering Unmasked Estep 
Score: -9659055.000000 Penalty: 5583.907715
	Iteration 9F: 3 clusters Score -9659055 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -9662876.000000 Penalty: 5583.907715
	Iteration 10Q: 3 clusters Score -9662876 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 76421 members 
Entering Unmasked Estep 
Score: -9664619.000000 Penalty: 5583.907715
	Iteration 11Q: 3 clusters Score -9664619 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
Score: -9665206.000000 Penalty: 5583.907715
	Iteration 12Q: 3 clusters Score -9665206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -9665393.000000 Penalty: 5583.907715
	Iteration 13Q: 3 clusters Score -9665393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -9665461.000000 Penalty: 5583.907715
	Iteration 14Q: 3 clusters Score -9665461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -9665502.000000 Penalty: 5583.907715
	Iteration 15Q: 3 clusters Score -9665502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -9665522.000000 Penalty: 5583.907715
	Iteration 16Q: 3 clusters Score -9665522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -9665538.000000 Penalty: 5583.907715
	Iteration 17Q: 3 clusters Score -9665538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -9665543.000000 Penalty: 5583.907715
	Iteration 18Q: 3 clusters Score -9665543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -9665554.000000 Penalty: 5583.907715
	Iteration 19Q: 3 clusters Score -9665554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -9665558.000000 Penalty: 5583.907715
	Iteration 20F: 3 clusters Score -9665558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -9665557.000000 Penalty: 5583.907715
	Iteration 21Q: 3 clusters Score -9665557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -9665554.000000 Penalty: 5583.907715
	Iteration 22Q: 3 clusters Score -9665554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -9665554.000000 Penalty: 5583.907715
	Iteration 23F: 3 clusters Score -9665554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -30702.777344 Penalty: 1400.070801
	Iteration 0F: 2 clusters Score -30702.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29409.001953 Penalty: 2800.141602
	Iteration 0F: 3 clusters Score -29409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29505.746094 Penalty: 2800.141602
	Iteration 1F: 3 clusters Score -29505.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29521.933594 Penalty: 2800.141602
	Iteration 2Q: 3 clusters Score -29521.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29530.113281 Penalty: 2800.141602
	Iteration 3Q: 3 clusters Score -29530.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29532.845703 Penalty: 2800.141602
	Iteration 4Q: 3 clusters Score -29532.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29532.845703 Penalty: 2800.141602
	Iteration 5F: 3 clusters Score -29532.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Entering Unmasked Estep 
Score: -23817594.000000 Penalty: 3008.868408
	Iteration 0F: 2 clusters Score -2.381759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -23695924.000000 Penalty: 6017.736816
	Iteration 0F: 3 clusters Score -2.369592e+07 nChanged 89369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 93821 members 
Entering Unmasked Estep 
Score: -23748850.000000 Penalty: 6017.736816
	Iteration 1F: 3 clusters Score -2.374885e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -23750124.000000 Penalty: 6017.736816
	Iteration 2Q: 3 clusters Score -2.375012e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -23751532.000000 Penalty: 6017.736816
	Iteration 3Q: 3 clusters Score -2.375153e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -23753766.000000 Penalty: 6017.736816
	Iteration 4Q: 3 clusters Score -2.375377e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83932 members 
Mstep: Class 2 contains 101888 members 
Entering Unmasked Estep 
Score: -23756738.000000 Penalty: 6017.736816
	Iteration 5Q: 3 clusters Score -2.375674e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -23760806.000000 Penalty: 6017.736816
	Iteration 6F: 3 clusters Score -2.376081e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -23766204.000000 Penalty: 6017.736816
	Iteration 7F: 3 clusters Score -2.37662e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 125898 members 
Entering Unmasked Estep 
Score: -23772660.000000 Penalty: 6017.736816
	Iteration 8F: 3 clusters Score -2.377266e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -23780590.000000 Penalty: 6017.736816
	Iteration 9F: 3 clusters Score -2.378059e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 148690 members 
Entering Unmasked Estep 
Score: -23788846.000000 Penalty: 6017.736816
	Iteration 10F: 3 clusters Score -2.378885e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -23797028.000000 Penalty: 6017.736816
	Iteration 11F: 3 clusters Score -2.379703e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -23804406.000000 Penalty: 6017.736816
	Iteration 12Q: 3 clusters Score -2.380441e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -23809770.000000 Penalty: 6017.736816
	Iteration 13Q: 3 clusters Score -2.380977e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -23812606.000000 Penalty: 6017.736816
	Iteration 14Q: 3 clusters Score -2.381261e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 180918 members 
Entering Unmasked Estep 
Score: -23814370.000000 Penalty: 6017.736816
	Iteration 15Q: 3 clusters Score -2.381437e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -23815124.000000 Penalty: 6017.736816
	Iteration 16Q: 3 clusters Score -2.381512e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -23815420.000000 Penalty: 6017.736816
	Iteration 17Q: 3 clusters Score -2.381542e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -23815562.000000 Penalty: 6017.736816
	Iteration 18Q: 3 clusters Score -2.381556e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 182735 members 
Entering Unmasked Estep 
Score: -23815620.000000 Penalty: 6017.736816
	Iteration 19Q: 3 clusters Score -2.381562e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 182881 members 
Entering Unmasked Estep 
Score: -23815666.000000 Penalty: 6017.736816
	Iteration 20F: 3 clusters Score -2.381567e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 182992 members 
Entering Unmasked Estep 
Score: -23815682.000000 Penalty: 6017.736816
	Iteration 21Q: 3 clusters Score -2.381568e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 183079 members 
Entering Unmasked Estep 
Score: -23815694.000000 Penalty: 6017.736816
	Iteration 22Q: 3 clusters Score -2.381569e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 183166 members 
Entering Unmasked Estep 
Score: -23815686.000000 Penalty: 6017.736816
	Iteration 23Q: 3 clusters Score -2.381569e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -23815726.000000 Penalty: 6017.736816
	Iteration 24Q: 3 clusters Score -2.381573e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 183296 members 
Entering Unmasked Estep 
Score: -23815734.000000 Penalty: 6017.736816
	Iteration 25Q: 3 clusters Score -2.381573e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -23815688.000000 Penalty: 6017.736816
	Iteration 26Q: 3 clusters Score -2.381569e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 183389 members 
Entering Unmasked Estep 
Score: -23815720.000000 Penalty: 6017.736816
	Iteration 27Q: 3 clusters Score -2.381572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 183427 members 
Entering Unmasked Estep 
Score: -23815730.000000 Penalty: 6017.736816
	Iteration 28Q: 3 clusters Score -2.381573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 183452 members 
Entering Unmasked Estep 
Score: -23815690.000000 Penalty: 6017.736816
	Iteration 29Q: 3 clusters Score -2.381569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -23815708.000000 Penalty: 6017.736816
	Iteration 30Q: 3 clusters Score -2.381571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -23815682.000000 Penalty: 6017.736816
	Iteration 31Q: 3 clusters Score -2.381568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 183521 members 
Entering Unmasked Estep 
Score: -23815678.000000 Penalty: 6017.736816
	Iteration 32Q: 3 clusters Score -2.381568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 183544 members 
Entering Unmasked Estep 
Score: -23815674.000000 Penalty: 6017.736816
	Iteration 33Q: 3 clusters Score -2.381567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 183568 members 
Entering Unmasked Estep 
Score: -23815712.000000 Penalty: 6017.736816
	Iteration 34Q: 3 clusters Score -2.381571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 183592 members 
Entering Unmasked Estep 
Score: -23815698.000000 Penalty: 6017.736816
	Iteration 35Q: 3 clusters Score -2.38157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 183612 members 
Entering Unmasked Estep 
Score: -23815702.000000 Penalty: 6017.736816
	Iteration 36Q: 3 clusters Score -2.38157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 183626 members 
Entering Unmasked Estep 
Score: -23815700.000000 Penalty: 6017.736816
	Iteration 37Q: 3 clusters Score -2.38157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 183630 members 
Entering Unmasked Estep 
Score: -23815692.000000 Penalty: 6017.736816
	Iteration 38Q: 3 clusters Score -2.381569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -23815702.000000 Penalty: 6017.736816
	Iteration 39Q: 3 clusters Score -2.38157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 183642 members 
Entering Unmasked Estep 
Score: -23815696.000000 Penalty: 6017.736816
	Iteration 40F: 3 clusters Score -2.38157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 183642 members 
Entering Unmasked Estep 
Score: -23815688.000000 Penalty: 6017.736816
	Iteration 41Q: 3 clusters Score -2.381569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 183646 members 
Entering Unmasked Estep 
Score: -23815690.000000 Penalty: 6017.736816
	Iteration 42Q: 3 clusters Score -2.381569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 183649 members 
Entering Unmasked Estep 
Score: -23815692.000000 Penalty: 6017.736816
	Iteration 43Q: 3 clusters Score -2.381569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -23815692.000000 Penalty: 6017.736816
	Iteration 44Q: 3 clusters Score -2.381569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -23815686.000000 Penalty: 6017.736816
	Iteration 45Q: 3 clusters Score -2.381569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -23815692.000000 Penalty: 6017.736816
	Iteration 46Q: 3 clusters Score -2.381569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -23815702.000000 Penalty: 6017.736816
	Iteration 47Q: 3 clusters Score -2.38157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -23815702.000000 Penalty: 6017.736816
	Iteration 48F: 3 clusters Score -2.38157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -64111.058594 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -64111.06 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 310 members 
Entering Unmasked Estep 
Score: -62499.535156 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -62499.54 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62889.703125 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -62889.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63134.035156 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -63134.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63319.699219 Penalty: 3204.888184
	Iteration 3F: 3 clusters Score -63319.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63589.382812 Penalty: 3204.888184
	Iteration 4F: 3 clusters Score -63589.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63815.042969 Penalty: 3204.888184
	Iteration 5F: 3 clusters Score -63815.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64056.160156 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -64056.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64148.113281 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -64148.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64236.464844 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -64236.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64413.214844 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -64413.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64560.203125 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -64560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64593.824219 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -64593.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64666.820312 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -64666.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64843.894531 Penalty: 3204.888184
	Iteration 13Q: 3 clusters Score -64843.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64911.070312 Penalty: 3204.888184
	Iteration 14Q: 3 clusters Score -64911.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64911.070312 Penalty: 3204.888184
	Iteration 15F: 3 clusters Score -64911.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 216573 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 6068 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 77488 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 185820 members 
Mstep: Class 9 contains 235 members 
Mstep: Class 10 contains 89830 members 
Mstep: Class 11 contains 405 members 
Mstep: Class 12 contains 221301 members 
Mstep: Class 14 contains 28115 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 20 contains 158338 members 
Mstep: Class 21 contains 124107 members 
Mstep: Class 22 contains 67002 members 
Mstep: Class 23 contains 695 members 
Entering Unmasked Estep 
Score: -149698144.000000 Penalty: 69388.398438
Splitting cluster 9 changes total score from -149699200.000000 to -149698144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (89830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Entering Unmasked Estep 
Score: -11621138.000000 Penalty: 2828.607178
	Iteration 0F: 2 clusters Score -1.162114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -11561313.000000 Penalty: 5657.214355
	Iteration 0F: 3 clusters Score -1.156131e+07 nChanged 42174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -11585393.000000 Penalty: 5657.214355
	Iteration 1F: 3 clusters Score -1.158539e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -11586529.000000 Penalty: 5657.214355
	Iteration 2Q: 3 clusters Score -1.158653e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -11588094.000000 Penalty: 5657.214355
	Iteration 3Q: 3 clusters Score -1.158809e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -11590384.000000 Penalty: 5657.214355
	Iteration 4Q: 3 clusters Score -1.159038e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -11593484.000000 Penalty: 5657.214355
	Iteration 5F: 3 clusters Score -1.159348e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -11597706.000000 Penalty: 5657.214355
	Iteration 6F: 3 clusters Score -1.159771e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -11603031.000000 Penalty: 5657.214355
	Iteration 7F: 3 clusters Score -1.160303e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -11607329.000000 Penalty: 5657.214355
	Iteration 8F: 3 clusters Score -1.160733e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -11609658.000000 Penalty: 5657.214355
	Iteration 9Q: 3 clusters Score -1.160966e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -11610656.000000 Penalty: 5657.214355
	Iteration 10Q: 3 clusters Score -1.161066e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -11611315.000000 Penalty: 5657.214355
	Iteration 11Q: 3 clusters Score -1.161132e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -11611851.000000 Penalty: 5657.214355
	Iteration 12Q: 3 clusters Score -1.161185e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -11612343.000000 Penalty: 5657.214355
	Iteration 13Q: 3 clusters Score -1.161234e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -11612670.000000 Penalty: 5657.214355
	Iteration 14Q: 3 clusters Score -1.161267e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -11613056.000000 Penalty: 5657.214355
	Iteration 15Q: 3 clusters Score -1.161306e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -11613454.000000 Penalty: 5657.214355
	Iteration 16Q: 3 clusters Score -1.161345e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -11613848.000000 Penalty: 5657.214355
	Iteration 17Q: 3 clusters Score -1.161385e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72842 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -11614245.000000 Penalty: 5657.214355
	Iteration 18Q: 3 clusters Score -1.161424e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -11614592.000000 Penalty: 5657.214355
	Iteration 19Q: 3 clusters Score -1.161459e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -11614938.000000 Penalty: 5657.214355
	Iteration 20F: 3 clusters Score -1.161494e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -11615209.000000 Penalty: 5657.214355
	Iteration 21Q: 3 clusters Score -1.161521e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -11615481.000000 Penalty: 5657.214355
	Iteration 22Q: 3 clusters Score -1.161548e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -11615786.000000 Penalty: 5657.214355
	Iteration 23Q: 3 clusters Score -1.161579e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -11616142.000000 Penalty: 5657.214355
	Iteration 24Q: 3 clusters Score -1.161614e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -11616405.000000 Penalty: 5657.214355
	Iteration 25Q: 3 clusters Score -1.16164e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -11616617.000000 Penalty: 5657.214355
	Iteration 26Q: 3 clusters Score -1.161662e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -11616863.000000 Penalty: 5657.214355
	Iteration 27Q: 3 clusters Score -1.161686e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -11617036.000000 Penalty: 5657.214355
	Iteration 28Q: 3 clusters Score -1.161704e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -11617198.000000 Penalty: 5657.214355
	Iteration 29Q: 3 clusters Score -1.16172e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -11617358.000000 Penalty: 5657.214355
	Iteration 30Q: 3 clusters Score -1.161736e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -11617536.000000 Penalty: 5657.214355
	Iteration 31Q: 3 clusters Score -1.161754e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -11617694.000000 Penalty: 5657.214355
	Iteration 32Q: 3 clusters Score -1.161769e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -11617804.000000 Penalty: 5657.214355
	Iteration 33Q: 3 clusters Score -1.16178e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84380 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -11617922.000000 Penalty: 5657.214355
	Iteration 34Q: 3 clusters Score -1.161792e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -11617997.000000 Penalty: 5657.214355
	Iteration 35Q: 3 clusters Score -1.1618e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -11618103.000000 Penalty: 5657.214355
	Iteration 36Q: 3 clusters Score -1.16181e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -11618197.000000 Penalty: 5657.214355
	Iteration 37Q: 3 clusters Score -1.16182e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -11618259.000000 Penalty: 5657.214355
	Iteration 38Q: 3 clusters Score -1.161826e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11618312.000000 Penalty: 5657.214355
	Iteration 39Q: 3 clusters Score -1.161831e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -11618368.000000 Penalty: 5657.214355
	Iteration 40F: 3 clusters Score -1.161837e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11618434.000000 Penalty: 5657.214355
	Iteration 41Q: 3 clusters Score -1.161843e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -11618486.000000 Penalty: 5657.214355
	Iteration 42Q: 3 clusters Score -1.161849e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -11618520.000000 Penalty: 5657.214355
	Iteration 43Q: 3 clusters Score -1.161852e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -11618544.000000 Penalty: 5657.214355
	Iteration 44Q: 3 clusters Score -1.161854e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -11618620.000000 Penalty: 5657.214355
	Iteration 45Q: 3 clusters Score -1.161862e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -11618632.000000 Penalty: 5657.214355
	Iteration 46Q: 3 clusters Score -1.161863e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -11618647.000000 Penalty: 5657.214355
	Iteration 47Q: 3 clusters Score -1.161865e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -11618671.000000 Penalty: 5657.214355
	Iteration 48Q: 3 clusters Score -1.161867e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -11618695.000000 Penalty: 5657.214355
	Iteration 49Q: 3 clusters Score -1.16187e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11618702.000000 Penalty: 5657.214355
	Iteration 50Q: 3 clusters Score -1.16187e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11618720.000000 Penalty: 5657.214355
	Iteration 51Q: 3 clusters Score -1.161872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -11618735.000000 Penalty: 5657.214355
	Iteration 52Q: 3 clusters Score -1.161874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -11618733.000000 Penalty: 5657.214355
	Iteration 53Q: 3 clusters Score -1.161873e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -11618739.000000 Penalty: 5657.214355
	Iteration 54Q: 3 clusters Score -1.161874e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -11618763.000000 Penalty: 5657.214355
	Iteration 55Q: 3 clusters Score -1.161876e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -11618777.000000 Penalty: 5657.214355
	Iteration 56Q: 3 clusters Score -1.161878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11618807.000000 Penalty: 5657.214355
	Iteration 57Q: 3 clusters Score -1.161881e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -11618806.000000 Penalty: 5657.214355
	Iteration 58Q: 3 clusters Score -1.161881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11618799.000000 Penalty: 5657.214355
	Iteration 59Q: 3 clusters Score -1.16188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11618797.000000 Penalty: 5657.214355
	Iteration 60F: 3 clusters Score -1.16188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -11618790.000000 Penalty: 5657.214355
	Iteration 61Q: 3 clusters Score -1.161879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11618784.000000 Penalty: 5657.214355
	Iteration 62Q: 3 clusters Score -1.161878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11618802.000000 Penalty: 5657.214355
	Iteration 63Q: 3 clusters Score -1.16188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11618825.000000 Penalty: 5657.214355
	Iteration 64Q: 3 clusters Score -1.161882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11618833.000000 Penalty: 5657.214355
	Iteration 65Q: 3 clusters Score -1.161883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88107 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -11618847.000000 Penalty: 5657.214355
	Iteration 66Q: 3 clusters Score -1.161885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11618859.000000 Penalty: 5657.214355
	Iteration 67Q: 3 clusters Score -1.161886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88145 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11618877.000000 Penalty: 5657.214355
	Iteration 68Q: 3 clusters Score -1.161888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88159 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11618886.000000 Penalty: 5657.214355
	Iteration 69Q: 3 clusters Score -1.161889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11618870.000000 Penalty: 5657.214355
	Iteration 70Q: 3 clusters Score -1.161887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -11618883.000000 Penalty: 5657.214355
	Iteration 71Q: 3 clusters Score -1.161888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11618895.000000 Penalty: 5657.214355
	Iteration 72Q: 3 clusters Score -1.16189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11618898.000000 Penalty: 5657.214355
	Iteration 73Q: 3 clusters Score -1.16189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11618892.000000 Penalty: 5657.214355
	Iteration 74Q: 3 clusters Score -1.161889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -11618912.000000 Penalty: 5657.214355
	Iteration 75Q: 3 clusters Score -1.161891e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11618883.000000 Penalty: 5657.214355
	Iteration 76Q: 3 clusters Score -1.161888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11618900.000000 Penalty: 5657.214355
	Iteration 77Q: 3 clusters Score -1.16189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11618911.000000 Penalty: 5657.214355
	Iteration 78Q: 3 clusters Score -1.161891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11618934.000000 Penalty: 5657.214355
	Iteration 79Q: 3 clusters Score -1.161893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11618931.000000 Penalty: 5657.214355
	Iteration 80F: 3 clusters Score -1.161893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -11618940.000000 Penalty: 5657.214355
	Iteration 81Q: 3 clusters Score -1.161894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11618933.000000 Penalty: 5657.214355
	Iteration 82Q: 3 clusters Score -1.161893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11618942.000000 Penalty: 5657.214355
	Iteration 83Q: 3 clusters Score -1.161894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -11618939.000000 Penalty: 5657.214355
	Iteration 84Q: 3 clusters Score -1.161894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11618945.000000 Penalty: 5657.214355
	Iteration 85Q: 3 clusters Score -1.161894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11618945.000000 Penalty: 5657.214355
	Iteration 86Q: 3 clusters Score -1.161894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11618945.000000 Penalty: 5657.214355
	Iteration 87Q: 3 clusters Score -1.161894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11618946.000000 Penalty: 5657.214355
	Iteration 88Q: 3 clusters Score -1.161895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11618950.000000 Penalty: 5657.214355
	Iteration 89Q: 3 clusters Score -1.161895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88351 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11618964.000000 Penalty: 5657.214355
	Iteration 90Q: 3 clusters Score -1.161896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11618954.000000 Penalty: 5657.214355
	Iteration 91Q: 3 clusters Score -1.161895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11618964.000000 Penalty: 5657.214355
	Iteration 92Q: 3 clusters Score -1.161896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11618963.000000 Penalty: 5657.214355
	Iteration 93Q: 3 clusters Score -1.161896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11618971.000000 Penalty: 5657.214355
	Iteration 94Q: 3 clusters Score -1.161897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88375 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11618962.000000 Penalty: 5657.214355
	Iteration 95Q: 3 clusters Score -1.161896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11618966.000000 Penalty: 5657.214355
	Iteration 96Q: 3 clusters Score -1.161897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11618963.000000 Penalty: 5657.214355
	Iteration 97Q: 3 clusters Score -1.161896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11618963.000000 Penalty: 5657.214355
	Iteration 98Q: 3 clusters Score -1.161896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11618966.000000 Penalty: 5657.214355
	Iteration 99Q: 3 clusters Score -1.161897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11618971.000000 Penalty: 5657.214355
	Iteration 100F: 3 clusters Score -1.161897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11618973.000000 Penalty: 5657.214355
	Iteration 101Q: 3 clusters Score -1.161897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11618984.000000 Penalty: 5657.214355
	Iteration 102Q: 3 clusters Score -1.161898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11618980.000000 Penalty: 5657.214355
	Iteration 103Q: 3 clusters Score -1.161898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11618986.000000 Penalty: 5657.214355
	Iteration 104Q: 3 clusters Score -1.161899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11618981.000000 Penalty: 5657.214355
	Iteration 105Q: 3 clusters Score -1.161898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11618979.000000 Penalty: 5657.214355
	Iteration 106Q: 3 clusters Score -1.161898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11618974.000000 Penalty: 5657.214355
	Iteration 107Q: 3 clusters Score -1.161897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11618974.000000 Penalty: 5657.214355
	Iteration 108F: 3 clusters Score -1.161897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (221301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221301 members 
Entering Unmasked Estep 
Score: -28284840.000000 Penalty: 3052.205078
	Iteration 0F: 2 clusters Score -2.828484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -28144150.000000 Penalty: 6104.410156
	Iteration 0F: 3 clusters Score -2.814415e+07 nChanged 106685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -28206344.000000 Penalty: 6104.410156
	Iteration 1F: 3 clusters Score -2.820634e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -28206778.000000 Penalty: 6104.410156
	Iteration 2Q: 3 clusters Score -2.820678e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -28207394.000000 Penalty: 6104.410156
	Iteration 3Q: 3 clusters Score -2.820739e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -28208182.000000 Penalty: 6104.410156
	Iteration 4Q: 3 clusters Score -2.820818e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112009 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -28209186.000000 Penalty: 6104.410156
	Iteration 5Q: 3 clusters Score -2.820919e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112859 members 
Mstep: Class 2 contains 108442 members 
Entering Unmasked Estep 
Score: -28210642.000000 Penalty: 6104.410156
	Iteration 6Q: 3 clusters Score -2.821064e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -28212962.000000 Penalty: 6104.410156
	Iteration 7Q: 3 clusters Score -2.821296e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116417 members 
Mstep: Class 2 contains 104884 members 
Entering Unmasked Estep 
Score: -28216486.000000 Penalty: 6104.410156
	Iteration 8Q: 3 clusters Score -2.821649e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -28222092.000000 Penalty: 6104.410156
	Iteration 9Q: 3 clusters Score -2.822209e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125044 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -28232140.000000 Penalty: 6104.410156
	Iteration 10F: 3 clusters Score -2.823214e+07 nChanged 16510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131240 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -28246856.000000 Penalty: 6104.410156
	Iteration 11F: 3 clusters Score -2.824686e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -28260452.000000 Penalty: 6104.410156
	Iteration 12F: 3 clusters Score -2.826045e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140588 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -28267678.000000 Penalty: 6104.410156
	Iteration 13F: 3 clusters Score -2.826768e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -28271474.000000 Penalty: 6104.410156
	Iteration 14Q: 3 clusters Score -2.827147e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146857 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -28274514.000000 Penalty: 6104.410156
	Iteration 15Q: 3 clusters Score -2.827451e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -28277338.000000 Penalty: 6104.410156
	Iteration 16Q: 3 clusters Score -2.827734e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152319 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -28279200.000000 Penalty: 6104.410156
	Iteration 17Q: 3 clusters Score -2.82792e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -28280870.000000 Penalty: 6104.410156
	Iteration 18Q: 3 clusters Score -2.828087e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -28281948.000000 Penalty: 6104.410156
	Iteration 19Q: 3 clusters Score -2.828195e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158209 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -28282712.000000 Penalty: 6104.410156
	Iteration 20F: 3 clusters Score -2.828271e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -28283224.000000 Penalty: 6104.410156
	Iteration 21Q: 3 clusters Score -2.828322e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 60200 members 
Entering Unmasked Estep 
Score: -28283712.000000 Penalty: 6104.410156
	Iteration 22Q: 3 clusters Score -2.828371e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162410 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -28284028.000000 Penalty: 6104.410156
	Iteration 23Q: 3 clusters Score -2.828403e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -28284312.000000 Penalty: 6104.410156
	Iteration 24Q: 3 clusters Score -2.828431e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164736 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -28284592.000000 Penalty: 6104.410156
	Iteration 25Q: 3 clusters Score -2.828459e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -28284630.000000 Penalty: 6104.410156
	Iteration 26Q: 3 clusters Score -2.828463e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167007 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -28284808.000000 Penalty: 6104.410156
	Iteration 27Q: 3 clusters Score -2.828481e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -28284998.000000 Penalty: 6104.410156
	Iteration 28Q: 3 clusters Score -2.8285e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169104 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -28285184.000000 Penalty: 6104.410156
	Iteration 29Q: 3 clusters Score -2.828518e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170175 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -28285490.000000 Penalty: 6104.410156
	Iteration 30Q: 3 clusters Score -2.828549e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171228 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -28285530.000000 Penalty: 6104.410156
	Iteration 31Q: 3 clusters Score -2.828553e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172229 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -28285602.000000 Penalty: 6104.410156
	Iteration 32Q: 3 clusters Score -2.82856e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173279 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -28285836.000000 Penalty: 6104.410156
	Iteration 33Q: 3 clusters Score -2.828584e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174302 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -28286022.000000 Penalty: 6104.410156
	Iteration 34Q: 3 clusters Score -2.828602e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175309 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -28286062.000000 Penalty: 6104.410156
	Iteration 35Q: 3 clusters Score -2.828606e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176260 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -28286208.000000 Penalty: 6104.410156
	Iteration 36Q: 3 clusters Score -2.828621e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -28286292.000000 Penalty: 6104.410156
	Iteration 37Q: 3 clusters Score -2.828629e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178167 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -28286358.000000 Penalty: 6104.410156
	Iteration 38Q: 3 clusters Score -2.828636e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179117 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -28286482.000000 Penalty: 6104.410156
	Iteration 39Q: 3 clusters Score -2.828648e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180034 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -28286588.000000 Penalty: 6104.410156
	Iteration 40F: 3 clusters Score -2.828659e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180966 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -28286636.000000 Penalty: 6104.410156
	Iteration 41Q: 3 clusters Score -2.828664e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181903 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -28286774.000000 Penalty: 6104.410156
	Iteration 42Q: 3 clusters Score -2.828677e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182789 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -28286818.000000 Penalty: 6104.410156
	Iteration 43Q: 3 clusters Score -2.828682e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183635 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -28286820.000000 Penalty: 6104.410156
	Iteration 44Q: 3 clusters Score -2.828682e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -28286788.000000 Penalty: 6104.410156
	Iteration 45Q: 3 clusters Score -2.828679e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185271 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -28286772.000000 Penalty: 6104.410156
	Iteration 46Q: 3 clusters Score -2.828677e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186047 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -28286896.000000 Penalty: 6104.410156
	Iteration 47Q: 3 clusters Score -2.82869e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186828 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -28286960.000000 Penalty: 6104.410156
	Iteration 48Q: 3 clusters Score -2.828696e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187600 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -28287030.000000 Penalty: 6104.410156
	Iteration 49Q: 3 clusters Score -2.828703e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188328 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -28287088.000000 Penalty: 6104.410156
	Iteration 50Q: 3 clusters Score -2.828709e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189075 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -28287082.000000 Penalty: 6104.410156
	Iteration 51Q: 3 clusters Score -2.828708e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189825 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -28287132.000000 Penalty: 6104.410156
	Iteration 52Q: 3 clusters Score -2.828713e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190590 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -28287090.000000 Penalty: 6104.410156
	Iteration 53Q: 3 clusters Score -2.828709e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191368 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -28287050.000000 Penalty: 6104.410156
	Iteration 54Q: 3 clusters Score -2.828705e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192146 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -28287046.000000 Penalty: 6104.410156
	Iteration 55Q: 3 clusters Score -2.828705e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192909 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -28287034.000000 Penalty: 6104.410156
	Iteration 56Q: 3 clusters Score -2.828703e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193651 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -28287004.000000 Penalty: 6104.410156
	Iteration 57Q: 3 clusters Score -2.8287e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194368 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -28287026.000000 Penalty: 6104.410156
	Iteration 58Q: 3 clusters Score -2.828703e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195029 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -28287052.000000 Penalty: 6104.410156
	Iteration 59Q: 3 clusters Score -2.828705e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195653 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -28287002.000000 Penalty: 6104.410156
	Iteration 60F: 3 clusters Score -2.8287e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196279 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -28286978.000000 Penalty: 6104.410156
	Iteration 61Q: 3 clusters Score -2.828698e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196902 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -28286988.000000 Penalty: 6104.410156
	Iteration 62Q: 3 clusters Score -2.828699e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197517 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -28287018.000000 Penalty: 6104.410156
	Iteration 63Q: 3 clusters Score -2.828702e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198095 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -28286944.000000 Penalty: 6104.410156
	Iteration 64Q: 3 clusters Score -2.828694e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198685 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -28286996.000000 Penalty: 6104.410156
	Iteration 65Q: 3 clusters Score -2.8287e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199207 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -28287016.000000 Penalty: 6104.410156
	Iteration 66Q: 3 clusters Score -2.828702e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199755 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -28286932.000000 Penalty: 6104.410156
	Iteration 67Q: 3 clusters Score -2.828693e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200265 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -28286874.000000 Penalty: 6104.410156
	Iteration 68Q: 3 clusters Score -2.828687e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200777 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -28286908.000000 Penalty: 6104.410156
	Iteration 69Q: 3 clusters Score -2.828691e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201263 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -28286818.000000 Penalty: 6104.410156
	Iteration 70Q: 3 clusters Score -2.828682e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201732 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -28286732.000000 Penalty: 6104.410156
	Iteration 71Q: 3 clusters Score -2.828673e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202150 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -28286704.000000 Penalty: 6104.410156
	Iteration 72Q: 3 clusters Score -2.82867e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202533 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -28286618.000000 Penalty: 6104.410156
	Iteration 73Q: 3 clusters Score -2.828662e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202900 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -28286594.000000 Penalty: 6104.410156
	Iteration 74Q: 3 clusters Score -2.828659e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203250 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -28286560.000000 Penalty: 6104.410156
	Iteration 75Q: 3 clusters Score -2.828656e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203613 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -28286482.000000 Penalty: 6104.410156
	Iteration 76Q: 3 clusters Score -2.828648e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203947 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -28286400.000000 Penalty: 6104.410156
	Iteration 77Q: 3 clusters Score -2.82864e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204277 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -28286272.000000 Penalty: 6104.410156
	Iteration 78Q: 3 clusters Score -2.828627e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -28286232.000000 Penalty: 6104.410156
	Iteration 79Q: 3 clusters Score -2.828623e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204887 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -28286212.000000 Penalty: 6104.410156
	Iteration 80F: 3 clusters Score -2.828621e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205185 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -28286248.000000 Penalty: 6104.410156
	Iteration 81Q: 3 clusters Score -2.828625e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205482 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -28286212.000000 Penalty: 6104.410156
	Iteration 82Q: 3 clusters Score -2.828621e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205780 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -28286152.000000 Penalty: 6104.410156
	Iteration 83Q: 3 clusters Score -2.828615e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -28286154.000000 Penalty: 6104.410156
	Iteration 84Q: 3 clusters Score -2.828615e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206375 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -28286146.000000 Penalty: 6104.410156
	Iteration 85Q: 3 clusters Score -2.828615e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206657 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -28286072.000000 Penalty: 6104.410156
	Iteration 86Q: 3 clusters Score -2.828607e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206932 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -28285968.000000 Penalty: 6104.410156
	Iteration 87Q: 3 clusters Score -2.828597e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207184 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -28285884.000000 Penalty: 6104.410156
	Iteration 88Q: 3 clusters Score -2.828588e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207421 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -28285848.000000 Penalty: 6104.410156
	Iteration 89Q: 3 clusters Score -2.828585e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207654 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -28285782.000000 Penalty: 6104.410156
	Iteration 90Q: 3 clusters Score -2.828578e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207870 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -28285710.000000 Penalty: 6104.410156
	Iteration 91Q: 3 clusters Score -2.828571e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208092 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -28285628.000000 Penalty: 6104.410156
	Iteration 92Q: 3 clusters Score -2.828563e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208296 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -28285572.000000 Penalty: 6104.410156
	Iteration 93Q: 3 clusters Score -2.828557e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208497 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -28285548.000000 Penalty: 6104.410156
	Iteration 94Q: 3 clusters Score -2.828555e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208711 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -28285468.000000 Penalty: 6104.410156
	Iteration 95Q: 3 clusters Score -2.828547e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208903 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -28285476.000000 Penalty: 6104.410156
	Iteration 96Q: 3 clusters Score -2.828548e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209092 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -28285482.000000 Penalty: 6104.410156
	Iteration 97Q: 3 clusters Score -2.828548e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209288 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -28285448.000000 Penalty: 6104.410156
	Iteration 98Q: 3 clusters Score -2.828545e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209468 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -28285442.000000 Penalty: 6104.410156
	Iteration 99Q: 3 clusters Score -2.828544e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209653 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -28285326.000000 Penalty: 6104.410156
	Iteration 100F: 3 clusters Score -2.828533e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209842 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -28285306.000000 Penalty: 6104.410156
	Iteration 101Q: 3 clusters Score -2.828531e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210028 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -28285308.000000 Penalty: 6104.410156
	Iteration 102Q: 3 clusters Score -2.828531e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210233 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -28285332.000000 Penalty: 6104.410156
	Iteration 103Q: 3 clusters Score -2.828533e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210433 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -28285304.000000 Penalty: 6104.410156
	Iteration 104Q: 3 clusters Score -2.82853e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210635 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -28285294.000000 Penalty: 6104.410156
	Iteration 105Q: 3 clusters Score -2.828529e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210830 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -28285266.000000 Penalty: 6104.410156
	Iteration 106Q: 3 clusters Score -2.828527e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211020 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -28285206.000000 Penalty: 6104.410156
	Iteration 107Q: 3 clusters Score -2.828521e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211218 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -28285206.000000 Penalty: 6104.410156
	Iteration 108Q: 3 clusters Score -2.828521e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211392 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -28285212.000000 Penalty: 6104.410156
	Iteration 109Q: 3 clusters Score -2.828521e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211588 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -28285236.000000 Penalty: 6104.410156
	Iteration 110Q: 3 clusters Score -2.828524e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211773 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -28285138.000000 Penalty: 6104.410156
	Iteration 111Q: 3 clusters Score -2.828514e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211928 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -28285044.000000 Penalty: 6104.410156
	Iteration 112Q: 3 clusters Score -2.828504e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212051 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -28284986.000000 Penalty: 6104.410156
	Iteration 113Q: 3 clusters Score -2.828499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212157 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -28284994.000000 Penalty: 6104.410156
	Iteration 114Q: 3 clusters Score -2.828499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212255 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -28284976.000000 Penalty: 6104.410156
	Iteration 115Q: 3 clusters Score -2.828498e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212349 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -28284936.000000 Penalty: 6104.410156
	Iteration 116Q: 3 clusters Score -2.828494e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212446 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -28284934.000000 Penalty: 6104.410156
	Iteration 117Q: 3 clusters Score -2.828493e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212526 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -28284930.000000 Penalty: 6104.410156
	Iteration 118Q: 3 clusters Score -2.828493e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212603 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -28284878.000000 Penalty: 6104.410156
	Iteration 119Q: 3 clusters Score -2.828488e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212681 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -28284878.000000 Penalty: 6104.410156
	Iteration 120F: 3 clusters Score -2.828488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212757 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -28284882.000000 Penalty: 6104.410156
	Iteration 121Q: 3 clusters Score -2.828488e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212828 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -28284864.000000 Penalty: 6104.410156
	Iteration 122Q: 3 clusters Score -2.828486e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212898 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -28284818.000000 Penalty: 6104.410156
	Iteration 123Q: 3 clusters Score -2.828482e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212975 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -28284838.000000 Penalty: 6104.410156
	Iteration 124Q: 3 clusters Score -2.828484e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213049 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -28284788.000000 Penalty: 6104.410156
	Iteration 125Q: 3 clusters Score -2.828479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213114 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -28284778.000000 Penalty: 6104.410156
	Iteration 126Q: 3 clusters Score -2.828478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213180 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -28284788.000000 Penalty: 6104.410156
	Iteration 127Q: 3 clusters Score -2.828479e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213255 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -28284732.000000 Penalty: 6104.410156
	Iteration 128Q: 3 clusters Score -2.828473e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213323 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -28284698.000000 Penalty: 6104.410156
	Iteration 129Q: 3 clusters Score -2.82847e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213399 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -28284680.000000 Penalty: 6104.410156
	Iteration 130Q: 3 clusters Score -2.828468e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213470 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -28284682.000000 Penalty: 6104.410156
	Iteration 131Q: 3 clusters Score -2.828468e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213536 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -28284702.000000 Penalty: 6104.410156
	Iteration 132Q: 3 clusters Score -2.82847e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213591 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -28284654.000000 Penalty: 6104.410156
	Iteration 133Q: 3 clusters Score -2.828465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213644 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -28284684.000000 Penalty: 6104.410156
	Iteration 134Q: 3 clusters Score -2.828468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213699 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -28284638.000000 Penalty: 6104.410156
	Iteration 135Q: 3 clusters Score -2.828464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213747 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -28284676.000000 Penalty: 6104.410156
	Iteration 136Q: 3 clusters Score -2.828468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213791 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -28284660.000000 Penalty: 6104.410156
	Iteration 137Q: 3 clusters Score -2.828466e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213832 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -28284632.000000 Penalty: 6104.410156
	Iteration 138Q: 3 clusters Score -2.828463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213866 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -28284658.000000 Penalty: 6104.410156
	Iteration 139Q: 3 clusters Score -2.828466e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213901 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -28284624.000000 Penalty: 6104.410156
	Iteration 140F: 3 clusters Score -2.828462e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213933 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -28284580.000000 Penalty: 6104.410156
	Iteration 141Q: 3 clusters Score -2.828458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213965 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -28284572.000000 Penalty: 6104.410156
	Iteration 142Q: 3 clusters Score -2.828457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213999 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -28284570.000000 Penalty: 6104.410156
	Iteration 143Q: 3 clusters Score -2.828457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214034 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -28284560.000000 Penalty: 6104.410156
	Iteration 144Q: 3 clusters Score -2.828456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214065 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -28284568.000000 Penalty: 6104.410156
	Iteration 145Q: 3 clusters Score -2.828457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214105 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -28284562.000000 Penalty: 6104.410156
	Iteration 146Q: 3 clusters Score -2.828456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214152 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -28284526.000000 Penalty: 6104.410156
	Iteration 147Q: 3 clusters Score -2.828453e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214195 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -28284538.000000 Penalty: 6104.410156
	Iteration 148Q: 3 clusters Score -2.828454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214225 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -28284528.000000 Penalty: 6104.410156
	Iteration 149Q: 3 clusters Score -2.828453e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214263 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -28284522.000000 Penalty: 6104.410156
	Iteration 150Q: 3 clusters Score -2.828452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214305 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -28284522.000000 Penalty: 6104.410156
	Iteration 151Q: 3 clusters Score -2.828452e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214339 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -28284492.000000 Penalty: 6104.410156
	Iteration 152Q: 3 clusters Score -2.828449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -28284512.000000 Penalty: 6104.410156
	Iteration 153Q: 3 clusters Score -2.828451e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214399 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -28284512.000000 Penalty: 6104.410156
	Iteration 154Q: 3 clusters Score -2.828451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214428 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -28284466.000000 Penalty: 6104.410156
	Iteration 155Q: 3 clusters Score -2.828447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214451 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -28284450.000000 Penalty: 6104.410156
	Iteration 156Q: 3 clusters Score -2.828445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214468 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -28284432.000000 Penalty: 6104.410156
	Iteration 157Q: 3 clusters Score -2.828443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214486 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -28284426.000000 Penalty: 6104.410156
	Iteration 158Q: 3 clusters Score -2.828443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214503 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -28284452.000000 Penalty: 6104.410156
	Iteration 159Q: 3 clusters Score -2.828445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214518 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -28284446.000000 Penalty: 6104.410156
	Iteration 160F: 3 clusters Score -2.828445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214534 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -28284434.000000 Penalty: 6104.410156
	Iteration 161Q: 3 clusters Score -2.828443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -28284444.000000 Penalty: 6104.410156
	Iteration 162Q: 3 clusters Score -2.828444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214553 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -28284452.000000 Penalty: 6104.410156
	Iteration 163Q: 3 clusters Score -2.828445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214560 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -28284464.000000 Penalty: 6104.410156
	Iteration 164Q: 3 clusters Score -2.828446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214566 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -28284444.000000 Penalty: 6104.410156
	Iteration 165Q: 3 clusters Score -2.828444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214571 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -28284444.000000 Penalty: 6104.410156
	Iteration 166Q: 3 clusters Score -2.828444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214578 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -28284424.000000 Penalty: 6104.410156
	Iteration 167Q: 3 clusters Score -2.828442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214585 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -28284430.000000 Penalty: 6104.410156
	Iteration 168Q: 3 clusters Score -2.828443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214590 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -28284432.000000 Penalty: 6104.410156
	Iteration 169Q: 3 clusters Score -2.828443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214597 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -28284426.000000 Penalty: 6104.410156
	Iteration 170Q: 3 clusters Score -2.828443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -28284408.000000 Penalty: 6104.410156
	Iteration 171Q: 3 clusters Score -2.828441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214625 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -28284400.000000 Penalty: 6104.410156
	Iteration 172Q: 3 clusters Score -2.82844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214643 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -28284408.000000 Penalty: 6104.410156
	Iteration 173Q: 3 clusters Score -2.828441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214658 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -28284418.000000 Penalty: 6104.410156
	Iteration 174Q: 3 clusters Score -2.828442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214670 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -28284410.000000 Penalty: 6104.410156
	Iteration 175Q: 3 clusters Score -2.828441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214682 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -28284402.000000 Penalty: 6104.410156
	Iteration 176Q: 3 clusters Score -2.82844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214693 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -28284408.000000 Penalty: 6104.410156
	Iteration 177Q: 3 clusters Score -2.828441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214703 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -28284430.000000 Penalty: 6104.410156
	Iteration 178Q: 3 clusters Score -2.828443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214711 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -28284420.000000 Penalty: 6104.410156
	Iteration 179Q: 3 clusters Score -2.828442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214719 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -28284402.000000 Penalty: 6104.410156
	Iteration 180F: 3 clusters Score -2.82844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214731 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -28284400.000000 Penalty: 6104.410156
	Iteration 181Q: 3 clusters Score -2.82844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214742 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -28284370.000000 Penalty: 6104.410156
	Iteration 182Q: 3 clusters Score -2.828437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214760 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -28284356.000000 Penalty: 6104.410156
	Iteration 183Q: 3 clusters Score -2.828436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214782 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -28284386.000000 Penalty: 6104.410156
	Iteration 184Q: 3 clusters Score -2.828439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214800 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -28284364.000000 Penalty: 6104.410156
	Iteration 185Q: 3 clusters Score -2.828436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214813 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -28284364.000000 Penalty: 6104.410156
	Iteration 186Q: 3 clusters Score -2.828436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214821 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -28284362.000000 Penalty: 6104.410156
	Iteration 187Q: 3 clusters Score -2.828436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214824 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -28284376.000000 Penalty: 6104.410156
	Iteration 188Q: 3 clusters Score -2.828438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214827 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -28284364.000000 Penalty: 6104.410156
	Iteration 189Q: 3 clusters Score -2.828436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214829 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -28284384.000000 Penalty: 6104.410156
	Iteration 190Q: 3 clusters Score -2.828438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214831 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -28284372.000000 Penalty: 6104.410156
	Iteration 191Q: 3 clusters Score -2.828437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214831 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -28284372.000000 Penalty: 6104.410156
	Iteration 192F: 3 clusters Score -2.828437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Entering Unmasked Estep 
Score: -3634264.250000 Penalty: 2540.526611
	Iteration 0F: 2 clusters Score -3634264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3614862.750000 Penalty: 5081.053223
	Iteration 0F: 3 clusters Score -3614863 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3621869.000000 Penalty: 5081.053223
	Iteration 1F: 3 clusters Score -3621869 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3622351.500000 Penalty: 5081.053223
	Iteration 2Q: 3 clusters Score -3622352 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3622839.750000 Penalty: 5081.053223
	Iteration 3Q: 3 clusters Score -3622840 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3623413.750000 Penalty: 5081.053223
	Iteration 4Q: 3 clusters Score -3623414 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3624110.000000 Penalty: 5081.053223
	Iteration 5Q: 3 clusters Score -3624110 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3624845.750000 Penalty: 5081.053223
	Iteration 6Q: 3 clusters Score -3624846 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3625697.500000 Penalty: 5081.053223
	Iteration 7Q: 3 clusters Score -3625698 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3626680.750000 Penalty: 5081.053223
	Iteration 8Q: 3 clusters Score -3626681 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3627652.250000 Penalty: 5081.053223
	Iteration 9Q: 3 clusters Score -3627652 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3628548.500000 Penalty: 5081.053223
	Iteration 10Q: 3 clusters Score -3628548 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3629307.750000 Penalty: 5081.053223
	Iteration 11Q: 3 clusters Score -3629308 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3629974.750000 Penalty: 5081.053223
	Iteration 12Q: 3 clusters Score -3629975 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3630525.250000 Penalty: 5081.053223
	Iteration 13Q: 3 clusters Score -3630525 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3630932.750000 Penalty: 5081.053223
	Iteration 14Q: 3 clusters Score -3630933 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3631205.750000 Penalty: 5081.053223
	Iteration 15Q: 3 clusters Score -3631206 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3631444.000000 Penalty: 5081.053223
	Iteration 16Q: 3 clusters Score -3631444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3631598.500000 Penalty: 5081.053223
	Iteration 17Q: 3 clusters Score -3631598 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3631726.500000 Penalty: 5081.053223
	Iteration 18Q: 3 clusters Score -3631726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3631825.000000 Penalty: 5081.053223
	Iteration 19Q: 3 clusters Score -3631825 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3631894.750000 Penalty: 5081.053223
	Iteration 20F: 3 clusters Score -3631895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3631933.250000 Penalty: 5081.053223
	Iteration 21Q: 3 clusters Score -3631933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3631966.750000 Penalty: 5081.053223
	Iteration 22Q: 3 clusters Score -3631967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3632008.250000 Penalty: 5081.053223
	Iteration 23Q: 3 clusters Score -3632008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3632027.000000 Penalty: 5081.053223
	Iteration 24Q: 3 clusters Score -3632027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3632048.250000 Penalty: 5081.053223
	Iteration 25Q: 3 clusters Score -3632048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3632067.000000 Penalty: 5081.053223
	Iteration 26Q: 3 clusters Score -3632067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3632082.000000 Penalty: 5081.053223
	Iteration 27Q: 3 clusters Score -3632082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3632089.500000 Penalty: 5081.053223
	Iteration 28Q: 3 clusters Score -3632090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3632101.500000 Penalty: 5081.053223
	Iteration 29Q: 3 clusters Score -3632102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3632104.250000 Penalty: 5081.053223
	Iteration 30Q: 3 clusters Score -3632104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3632112.750000 Penalty: 5081.053223
	Iteration 31Q: 3 clusters Score -3632113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3632118.750000 Penalty: 5081.053223
	Iteration 32Q: 3 clusters Score -3632119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3632125.000000 Penalty: 5081.053223
	Iteration 33Q: 3 clusters Score -3632125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3632126.500000 Penalty: 5081.053223
	Iteration 34Q: 3 clusters Score -3632126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3632125.500000 Penalty: 5081.053223
	Iteration 35Q: 3 clusters Score -3632126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3632132.000000 Penalty: 5081.053223
	Iteration 36Q: 3 clusters Score -3632132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3632133.750000 Penalty: 5081.053223
	Iteration 37Q: 3 clusters Score -3632134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3632134.250000 Penalty: 5081.053223
	Iteration 38Q: 3 clusters Score -3632134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3632133.250000 Penalty: 5081.053223
	Iteration 39Q: 3 clusters Score -3632133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3632131.250000 Penalty: 5081.053223
	Iteration 40F: 3 clusters Score -3632131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3632136.500000 Penalty: 5081.053223
	Iteration 41Q: 3 clusters Score -3632136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3632137.250000 Penalty: 5081.053223
	Iteration 42Q: 3 clusters Score -3632137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3632136.000000 Penalty: 5081.053223
	Iteration 43Q: 3 clusters Score -3632136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3632141.000000 Penalty: 5081.053223
	Iteration 44Q: 3 clusters Score -3632141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3632143.750000 Penalty: 5081.053223
	Iteration 45Q: 3 clusters Score -3632144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3632145.250000 Penalty: 5081.053223
	Iteration 46Q: 3 clusters Score -3632145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3632147.500000 Penalty: 5081.053223
	Iteration 47Q: 3 clusters Score -3632148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3632147.500000 Penalty: 5081.053223
	Iteration 48F: 3 clusters Score -3632148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -38745.312500 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -38745.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37404.820312 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -37404.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37587.320312 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -37587.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37641.589844 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -37641.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37676.136719 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -37676.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37689.886719 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -37689.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37693.093750 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -37693.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37698.300781 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -37698.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37701.316406 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -37701.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37703.574219 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -37703.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37705.890625 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -37705.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37708.648438 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -37708.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37710.886719 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -37710.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37710.886719 Penalty: 2892.613770
	Iteration 12F: 3 clusters Score -37710.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -727323.562500 Penalty: 2143.231445
	Iteration 0F: 2 clusters Score -727323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -722400.187500 Penalty: 4286.462891
	Iteration 0F: 3 clusters Score -722400.2 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -723710.187500 Penalty: 4286.462891
	Iteration 1F: 3 clusters Score -723710.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -724000.125000 Penalty: 4286.462891
	Iteration 2F: 3 clusters Score -724000.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -724235.937500 Penalty: 4286.462891
	Iteration 3F: 3 clusters Score -724235.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -724468.687500 Penalty: 4286.462891
	Iteration 4F: 3 clusters Score -724468.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -724715.000000 Penalty: 4286.462891
	Iteration 5F: 3 clusters Score -724715 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -724967.187500 Penalty: 4286.462891
	Iteration 6F: 3 clusters Score -724967.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -725210.875000 Penalty: 4286.462891
	Iteration 7F: 3 clusters Score -725210.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -725444.562500 Penalty: 4286.462891
	Iteration 8Q: 3 clusters Score -725444.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -725611.000000 Penalty: 4286.462891
	Iteration 9Q: 3 clusters Score -725611 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -725721.187500 Penalty: 4286.462891
	Iteration 10Q: 3 clusters Score -725721.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -725791.562500 Penalty: 4286.462891
	Iteration 11Q: 3 clusters Score -725791.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -725835.937500 Penalty: 4286.462891
	Iteration 12Q: 3 clusters Score -725835.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -725863.875000 Penalty: 4286.462891
	Iteration 13Q: 3 clusters Score -725863.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -725882.562500 Penalty: 4286.462891
	Iteration 14Q: 3 clusters Score -725882.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -725894.062500 Penalty: 4286.462891
	Iteration 15Q: 3 clusters Score -725894.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -725904.437500 Penalty: 4286.462891
	Iteration 16Q: 3 clusters Score -725904.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -725913.750000 Penalty: 4286.462891
	Iteration 17Q: 3 clusters Score -725913.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -725915.875000 Penalty: 4286.462891
	Iteration 18Q: 3 clusters Score -725915.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -725920.562500 Penalty: 4286.462891
	Iteration 19Q: 3 clusters Score -725920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -725920.750000 Penalty: 4286.462891
	Iteration 20F: 3 clusters Score -725920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -725923.875000 Penalty: 4286.462891
	Iteration 21Q: 3 clusters Score -725923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -725924.750000 Penalty: 4286.462891
	Iteration 22Q: 3 clusters Score -725924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -725928.437500 Penalty: 4286.462891
	Iteration 23Q: 3 clusters Score -725928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -725929.750000 Penalty: 4286.462891
	Iteration 24Q: 3 clusters Score -725929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -725931.875000 Penalty: 4286.462891
	Iteration 25Q: 3 clusters Score -725931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -725933.062500 Penalty: 4286.462891
	Iteration 26Q: 3 clusters Score -725933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -725935.250000 Penalty: 4286.462891
	Iteration 27Q: 3 clusters Score -725935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -725935.562500 Penalty: 4286.462891
	Iteration 28Q: 3 clusters Score -725935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -725937.312500 Penalty: 4286.462891
	Iteration 29Q: 3 clusters Score -725937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -725938.812500 Penalty: 4286.462891
	Iteration 30Q: 3 clusters Score -725938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -725938.750000 Penalty: 4286.462891
	Iteration 31Q: 3 clusters Score -725938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -725938.750000 Penalty: 4286.462891
	Iteration 32F: 3 clusters Score -725938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Entering Unmasked Estep 
Score: -221461.796875 Penalty: 1867.426025
	Iteration 0F: 2 clusters Score -221461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -218936.875000 Penalty: 3734.852051
	Iteration 0F: 3 clusters Score -218936.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -219398.203125 Penalty: 3734.852051
	Iteration 1F: 3 clusters Score -219398.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219527.953125 Penalty: 3734.852051
	Iteration 2F: 3 clusters Score -219528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -219636.781250 Penalty: 3734.852051
	Iteration 3F: 3 clusters Score -219636.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -219702.656250 Penalty: 3734.852051
	Iteration 4Q: 3 clusters Score -219702.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219744.578125 Penalty: 3734.852051
	Iteration 5Q: 3 clusters Score -219744.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219773.125000 Penalty: 3734.852051
	Iteration 6Q: 3 clusters Score -219773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -219794.500000 Penalty: 3734.852051
	Iteration 7Q: 3 clusters Score -219794.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -219813.515625 Penalty: 3734.852051
	Iteration 8Q: 3 clusters Score -219813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -219823.890625 Penalty: 3734.852051
	Iteration 9Q: 3 clusters Score -219823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -219836.062500 Penalty: 3734.852051
	Iteration 10Q: 3 clusters Score -219836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -219842.421875 Penalty: 3734.852051
	Iteration 11Q: 3 clusters Score -219842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -219845.625000 Penalty: 3734.852051
	Iteration 12Q: 3 clusters Score -219845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -219847.421875 Penalty: 3734.852051
	Iteration 13Q: 3 clusters Score -219847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -219849.453125 Penalty: 3734.852051
	Iteration 14Q: 3 clusters Score -219849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -219849.921875 Penalty: 3734.852051
	Iteration 15Q: 3 clusters Score -219849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -219849.921875 Penalty: 3734.852051
	Iteration 16F: 3 clusters Score -219849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Entering Unmasked Estep 
Score: -20254978.000000 Penalty: 2969.177002
	Iteration 0F: 2 clusters Score -2.025498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 79089 members 
Entering Unmasked Estep 
Score: -20149408.000000 Penalty: 5938.354004
	Iteration 0F: 3 clusters Score -2.014941e+07 nChanged 75967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -20193988.000000 Penalty: 5938.354004
	Iteration 1F: 3 clusters Score -2.019399e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -20195000.000000 Penalty: 5938.354004
	Iteration 2Q: 3 clusters Score -2.0195e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 79987 members 
Entering Unmasked Estep 
Score: -20196488.000000 Penalty: 5938.354004
	Iteration 3Q: 3 clusters Score -2.019649e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -20198382.000000 Penalty: 5938.354004
	Iteration 4Q: 3 clusters Score -2.019838e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -20201438.000000 Penalty: 5938.354004
	Iteration 5Q: 3 clusters Score -2.020144e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -20205600.000000 Penalty: 5938.354004
	Iteration 6Q: 3 clusters Score -2.02056e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -20211304.000000 Penalty: 5938.354004
	Iteration 7F: 3 clusters Score -2.02113e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -20217760.000000 Penalty: 5938.354004
	Iteration 8F: 3 clusters Score -2.021776e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -20223994.000000 Penalty: 5938.354004
	Iteration 9F: 3 clusters Score -2.022399e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -20228634.000000 Penalty: 5938.354004
	Iteration 10F: 3 clusters Score -2.022863e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -20231282.000000 Penalty: 5938.354004
	Iteration 11Q: 3 clusters Score -2.023128e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -20232630.000000 Penalty: 5938.354004
	Iteration 12Q: 3 clusters Score -2.023263e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -20233474.000000 Penalty: 5938.354004
	Iteration 13Q: 3 clusters Score -2.023347e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55949 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -20234168.000000 Penalty: 5938.354004
	Iteration 14Q: 3 clusters Score -2.023417e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -20234946.000000 Penalty: 5938.354004
	Iteration 15Q: 3 clusters Score -2.023495e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -20235946.000000 Penalty: 5938.354004
	Iteration 16Q: 3 clusters Score -2.023595e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -20236930.000000 Penalty: 5938.354004
	Iteration 17Q: 3 clusters Score -2.023693e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -20238180.000000 Penalty: 5938.354004
	Iteration 18Q: 3 clusters Score -2.023818e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -20239404.000000 Penalty: 5938.354004
	Iteration 19Q: 3 clusters Score -2.02394e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -20240732.000000 Penalty: 5938.354004
	Iteration 20F: 3 clusters Score -2.024073e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 124765 members 
Entering Unmasked Estep 
Score: -20242016.000000 Penalty: 5938.354004
	Iteration 21Q: 3 clusters Score -2.024202e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 127971 members 
Entering Unmasked Estep 
Score: -20243584.000000 Penalty: 5938.354004
	Iteration 22Q: 3 clusters Score -2.024358e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -20244934.000000 Penalty: 5938.354004
	Iteration 23Q: 3 clusters Score -2.024493e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 133711 members 
Entering Unmasked Estep 
Score: -20246084.000000 Penalty: 5938.354004
	Iteration 24Q: 3 clusters Score -2.024608e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 136194 members 
Entering Unmasked Estep 
Score: -20247176.000000 Penalty: 5938.354004
	Iteration 25Q: 3 clusters Score -2.024718e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 138495 members 
Entering Unmasked Estep 
Score: -20248000.000000 Penalty: 5938.354004
	Iteration 26Q: 3 clusters Score -2.0248e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 140627 members 
Entering Unmasked Estep 
Score: -20248738.000000 Penalty: 5938.354004
	Iteration 27Q: 3 clusters Score -2.024874e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 142512 members 
Entering Unmasked Estep 
Score: -20249362.000000 Penalty: 5938.354004
	Iteration 28Q: 3 clusters Score -2.024936e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -20250078.000000 Penalty: 5938.354004
	Iteration 29Q: 3 clusters Score -2.025008e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 145718 members 
Entering Unmasked Estep 
Score: -20250634.000000 Penalty: 5938.354004
	Iteration 30Q: 3 clusters Score -2.025063e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -20251038.000000 Penalty: 5938.354004
	Iteration 31Q: 3 clusters Score -2.025104e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 148375 members 
Entering Unmasked Estep 
Score: -20251566.000000 Penalty: 5938.354004
	Iteration 32Q: 3 clusters Score -2.025157e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 149449 members 
Entering Unmasked Estep 
Score: -20251850.000000 Penalty: 5938.354004
	Iteration 33Q: 3 clusters Score -2.025185e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -20252080.000000 Penalty: 5938.354004
	Iteration 34Q: 3 clusters Score -2.025208e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -20252272.000000 Penalty: 5938.354004
	Iteration 35Q: 3 clusters Score -2.025227e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 151852 members 
Entering Unmasked Estep 
Score: -20252486.000000 Penalty: 5938.354004
	Iteration 36Q: 3 clusters Score -2.025249e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -20252618.000000 Penalty: 5938.354004
	Iteration 37Q: 3 clusters Score -2.025262e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 152973 members 
Entering Unmasked Estep 
Score: -20252748.000000 Penalty: 5938.354004
	Iteration 38Q: 3 clusters Score -2.025275e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -20252796.000000 Penalty: 5938.354004
	Iteration 39Q: 3 clusters Score -2.02528e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -20252942.000000 Penalty: 5938.354004
	Iteration 40F: 3 clusters Score -2.025294e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 154061 members 
Entering Unmasked Estep 
Score: -20253026.000000 Penalty: 5938.354004
	Iteration 41Q: 3 clusters Score -2.025303e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -20253036.000000 Penalty: 5938.354004
	Iteration 42Q: 3 clusters Score -2.025304e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -20252990.000000 Penalty: 5938.354004
	Iteration 43Q: 3 clusters Score -2.025299e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 154641 members 
Entering Unmasked Estep 
Score: -20253030.000000 Penalty: 5938.354004
	Iteration 44Q: 3 clusters Score -2.025303e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -20253090.000000 Penalty: 5938.354004
	Iteration 45Q: 3 clusters Score -2.025309e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 154948 members 
Entering Unmasked Estep 
Score: -20253126.000000 Penalty: 5938.354004
	Iteration 46Q: 3 clusters Score -2.025313e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -20253166.000000 Penalty: 5938.354004
	Iteration 47Q: 3 clusters Score -2.025317e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 155196 members 
Entering Unmasked Estep 
Score: -20253196.000000 Penalty: 5938.354004
	Iteration 48Q: 3 clusters Score -2.02532e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -20253192.000000 Penalty: 5938.354004
	Iteration 49Q: 3 clusters Score -2.025319e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -20253230.000000 Penalty: 5938.354004
	Iteration 50Q: 3 clusters Score -2.025323e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 155499 members 
Entering Unmasked Estep 
Score: -20253288.000000 Penalty: 5938.354004
	Iteration 51Q: 3 clusters Score -2.025329e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -20253300.000000 Penalty: 5938.354004
	Iteration 52Q: 3 clusters Score -2.02533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -20253312.000000 Penalty: 5938.354004
	Iteration 53Q: 3 clusters Score -2.025331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 155703 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 5938.354004
	Iteration 54Q: 3 clusters Score -2.02533e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -20253292.000000 Penalty: 5938.354004
	Iteration 55Q: 3 clusters Score -2.025329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 5938.354004
	Iteration 56Q: 3 clusters Score -2.02533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 155817 members 
Entering Unmasked Estep 
Score: -20253298.000000 Penalty: 5938.354004
	Iteration 57Q: 3 clusters Score -2.02533e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -20253306.000000 Penalty: 5938.354004
	Iteration 58Q: 3 clusters Score -2.025331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -20253306.000000 Penalty: 5938.354004
	Iteration 59Q: 3 clusters Score -2.025331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -20253314.000000 Penalty: 5938.354004
	Iteration 60F: 3 clusters Score -2.025331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -20253302.000000 Penalty: 5938.354004
	Iteration 61Q: 3 clusters Score -2.02533e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 155971 members 
Entering Unmasked Estep 
Score: -20253324.000000 Penalty: 5938.354004
	Iteration 62Q: 3 clusters Score -2.025332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 155987 members 
Entering Unmasked Estep 
Score: -20253292.000000 Penalty: 5938.354004
	Iteration 63Q: 3 clusters Score -2.025329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 156000 members 
Entering Unmasked Estep 
Score: -20253304.000000 Penalty: 5938.354004
	Iteration 64Q: 3 clusters Score -2.02533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 5938.354004
	Iteration 65Q: 3 clusters Score -2.025331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 156028 members 
Entering Unmasked Estep 
Score: -20253294.000000 Penalty: 5938.354004
	Iteration 66Q: 3 clusters Score -2.025329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -20253304.000000 Penalty: 5938.354004
	Iteration 67Q: 3 clusters Score -2.02533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 156054 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 5938.354004
	Iteration 68Q: 3 clusters Score -2.025331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 5938.354004
	Iteration 69Q: 3 clusters Score -2.025331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 156077 members 
Entering Unmasked Estep 
Score: -20253316.000000 Penalty: 5938.354004
	Iteration 70Q: 3 clusters Score -2.025332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -20253310.000000 Penalty: 5938.354004
	Iteration 71Q: 3 clusters Score -2.025331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 156104 members 
Entering Unmasked Estep 
Score: -20253350.000000 Penalty: 5938.354004
	Iteration 72Q: 3 clusters Score -2.025335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 156116 members 
Entering Unmasked Estep 
Score: -20253364.000000 Penalty: 5938.354004
	Iteration 73Q: 3 clusters Score -2.025336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -20253340.000000 Penalty: 5938.354004
	Iteration 74Q: 3 clusters Score -2.025334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -20253342.000000 Penalty: 5938.354004
	Iteration 75Q: 3 clusters Score -2.025334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 156134 members 
Entering Unmasked Estep 
Score: -20253340.000000 Penalty: 5938.354004
	Iteration 76Q: 3 clusters Score -2.025334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 156141 members 
Entering Unmasked Estep 
Score: -20253328.000000 Penalty: 5938.354004
	Iteration 77Q: 3 clusters Score -2.025333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -20253332.000000 Penalty: 5938.354004
	Iteration 78Q: 3 clusters Score -2.025333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 156161 members 
Entering Unmasked Estep 
Score: -20253328.000000 Penalty: 5938.354004
	Iteration 79Q: 3 clusters Score -2.025333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -20253352.000000 Penalty: 5938.354004
	Iteration 80F: 3 clusters Score -2.025335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -20253328.000000 Penalty: 5938.354004
	Iteration 81Q: 3 clusters Score -2.025333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 156184 members 
Entering Unmasked Estep 
Score: -20253336.000000 Penalty: 5938.354004
	Iteration 82Q: 3 clusters Score -2.025334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -20253352.000000 Penalty: 5938.354004
	Iteration 83Q: 3 clusters Score -2.025335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 156189 members 
Entering Unmasked Estep 
Score: -20253354.000000 Penalty: 5938.354004
	Iteration 84Q: 3 clusters Score -2.025335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -20253352.000000 Penalty: 5938.354004
	Iteration 85Q: 3 clusters Score -2.025335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 156196 members 
Entering Unmasked Estep 
Score: -20253350.000000 Penalty: 5938.354004
	Iteration 86Q: 3 clusters Score -2.025335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -20253346.000000 Penalty: 5938.354004
	Iteration 87Q: 3 clusters Score -2.025335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 156200 members 
Entering Unmasked Estep 
Score: -20253348.000000 Penalty: 5938.354004
	Iteration 88Q: 3 clusters Score -2.025335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -20253348.000000 Penalty: 5938.354004
	Iteration 89Q: 3 clusters Score -2.025335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -20253328.000000 Penalty: 5938.354004
	Iteration 90Q: 3 clusters Score -2.025333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 156212 members 
Entering Unmasked Estep 
Score: -20253328.000000 Penalty: 5938.354004
	Iteration 91Q: 3 clusters Score -2.025333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -20253332.000000 Penalty: 5938.354004
	Iteration 92Q: 3 clusters Score -2.025333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -20253346.000000 Penalty: 5938.354004
	Iteration 93Q: 3 clusters Score -2.025335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 156218 members 
Entering Unmasked Estep 
Score: -20253334.000000 Penalty: 5938.354004
	Iteration 94Q: 3 clusters Score -2.025333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 156221 members 
Entering Unmasked Estep 
Score: -20253344.000000 Penalty: 5938.354004
	Iteration 95Q: 3 clusters Score -2.025334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 156222 members 
Entering Unmasked Estep 
Score: -20253340.000000 Penalty: 5938.354004
	Iteration 96Q: 3 clusters Score -2.025334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -20253344.000000 Penalty: 5938.354004
	Iteration 97Q: 3 clusters Score -2.025334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -20253336.000000 Penalty: 5938.354004
	Iteration 98Q: 3 clusters Score -2.025334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -20253336.000000 Penalty: 5938.354004
	Iteration 99F: 3 clusters Score -2.025334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (124107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124107 members 
Entering Unmasked Estep 
Score: -15957599.000000 Penalty: 2908.766846
	Iteration 0F: 2 clusters Score -1.59576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -15875042.000000 Penalty: 5817.533691
	Iteration 0F: 3 clusters Score -1.587504e+07 nChanged 58885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -15909249.000000 Penalty: 5817.533691
	Iteration 1F: 3 clusters Score -1.590925e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -15910480.000000 Penalty: 5817.533691
	Iteration 2Q: 3 clusters Score -1.591048e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -15912162.000000 Penalty: 5817.533691
	Iteration 3Q: 3 clusters Score -1.591216e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -15914675.000000 Penalty: 5817.533691
	Iteration 4Q: 3 clusters Score -1.591468e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -15918573.000000 Penalty: 5817.533691
	Iteration 5F: 3 clusters Score -1.591857e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -15924121.000000 Penalty: 5817.533691
	Iteration 6F: 3 clusters Score -1.592412e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -15931109.000000 Penalty: 5817.533691
	Iteration 7F: 3 clusters Score -1.593111e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -15938055.000000 Penalty: 5817.533691
	Iteration 8F: 3 clusters Score -1.593806e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -15943692.000000 Penalty: 5817.533691
	Iteration 9F: 3 clusters Score -1.594369e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -15947822.000000 Penalty: 5817.533691
	Iteration 10Q: 3 clusters Score -1.594782e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -15950467.000000 Penalty: 5817.533691
	Iteration 11Q: 3 clusters Score -1.595047e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -15952100.000000 Penalty: 5817.533691
	Iteration 12Q: 3 clusters Score -1.59521e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -15953161.000000 Penalty: 5817.533691
	Iteration 13Q: 3 clusters Score -1.595316e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -15953817.000000 Penalty: 5817.533691
	Iteration 14Q: 3 clusters Score -1.595382e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 121120 members 
Entering Unmasked Estep 
Score: -15954110.000000 Penalty: 5817.533691
	Iteration 15Q: 3 clusters Score -1.595411e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -15954428.000000 Penalty: 5817.533691
	Iteration 16Q: 3 clusters Score -1.595443e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -15954658.000000 Penalty: 5817.533691
	Iteration 17Q: 3 clusters Score -1.595466e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -15954814.000000 Penalty: 5817.533691
	Iteration 18Q: 3 clusters Score -1.595481e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 122525 members 
Entering Unmasked Estep 
Score: -15954934.000000 Penalty: 5817.533691
	Iteration 19Q: 3 clusters Score -1.595493e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 122673 members 
Entering Unmasked Estep 
Score: -15955054.000000 Penalty: 5817.533691
	Iteration 20F: 3 clusters Score -1.595505e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 122769 members 
Entering Unmasked Estep 
Score: -15955124.000000 Penalty: 5817.533691
	Iteration 21Q: 3 clusters Score -1.595512e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -15955177.000000 Penalty: 5817.533691
	Iteration 22Q: 3 clusters Score -1.595518e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -15955209.000000 Penalty: 5817.533691
	Iteration 23Q: 3 clusters Score -1.595521e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -15955240.000000 Penalty: 5817.533691
	Iteration 24Q: 3 clusters Score -1.595524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 123021 members 
Entering Unmasked Estep 
Score: -15955279.000000 Penalty: 5817.533691
	Iteration 25Q: 3 clusters Score -1.595528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -15955288.000000 Penalty: 5817.533691
	Iteration 26Q: 3 clusters Score -1.595529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -15955319.000000 Penalty: 5817.533691
	Iteration 27Q: 3 clusters Score -1.595532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -15955324.000000 Penalty: 5817.533691
	Iteration 28Q: 3 clusters Score -1.595532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 123095 members 
Entering Unmasked Estep 
Score: -15955323.000000 Penalty: 5817.533691
	Iteration 29Q: 3 clusters Score -1.595532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -15955321.000000 Penalty: 5817.533691
	Iteration 30Q: 3 clusters Score -1.595532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 123106 members 
Entering Unmasked Estep 
Score: -15955325.000000 Penalty: 5817.533691
	Iteration 31Q: 3 clusters Score -1.595532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 123109 members 
Entering Unmasked Estep 
Score: -15955341.000000 Penalty: 5817.533691
	Iteration 32Q: 3 clusters Score -1.595534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 123114 members 
Entering Unmasked Estep 
Score: -15955346.000000 Penalty: 5817.533691
	Iteration 33Q: 3 clusters Score -1.595535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 123119 members 
Entering Unmasked Estep 
Score: -15955355.000000 Penalty: 5817.533691
	Iteration 34Q: 3 clusters Score -1.595536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -15955342.000000 Penalty: 5817.533691
	Iteration 35Q: 3 clusters Score -1.595534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -15955339.000000 Penalty: 5817.533691
	Iteration 36Q: 3 clusters Score -1.595534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 123144 members 
Entering Unmasked Estep 
Score: -15955354.000000 Penalty: 5817.533691
	Iteration 37Q: 3 clusters Score -1.595535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 123153 members 
Entering Unmasked Estep 
Score: -15955359.000000 Penalty: 5817.533691
	Iteration 38Q: 3 clusters Score -1.595536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 123159 members 
Entering Unmasked Estep 
Score: -15955360.000000 Penalty: 5817.533691
	Iteration 39Q: 3 clusters Score -1.595536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -15955363.000000 Penalty: 5817.533691
	Iteration 40F: 3 clusters Score -1.595536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 123168 members 
Entering Unmasked Estep 
Score: -15955366.000000 Penalty: 5817.533691
	Iteration 41Q: 3 clusters Score -1.595537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 123172 members 
Entering Unmasked Estep 
Score: -15955374.000000 Penalty: 5817.533691
	Iteration 42Q: 3 clusters Score -1.595537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -15955375.000000 Penalty: 5817.533691
	Iteration 43Q: 3 clusters Score -1.595538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -15955398.000000 Penalty: 5817.533691
	Iteration 44Q: 3 clusters Score -1.59554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 123200 members 
Entering Unmasked Estep 
Score: -15955419.000000 Penalty: 5817.533691
	Iteration 45Q: 3 clusters Score -1.595542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -15955430.000000 Penalty: 5817.533691
	Iteration 46Q: 3 clusters Score -1.595543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -15955453.000000 Penalty: 5817.533691
	Iteration 47Q: 3 clusters Score -1.595545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -15955464.000000 Penalty: 5817.533691
	Iteration 48Q: 3 clusters Score -1.595546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 123287 members 
Entering Unmasked Estep 
Score: -15955481.000000 Penalty: 5817.533691
	Iteration 49Q: 3 clusters Score -1.595548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -15955485.000000 Penalty: 5817.533691
	Iteration 50Q: 3 clusters Score -1.595548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 123303 members 
Entering Unmasked Estep 
Score: -15955492.000000 Penalty: 5817.533691
	Iteration 51Q: 3 clusters Score -1.595549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -15955489.000000 Penalty: 5817.533691
	Iteration 52Q: 3 clusters Score -1.595549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 123314 members 
Entering Unmasked Estep 
Score: -15955502.000000 Penalty: 5817.533691
	Iteration 53Q: 3 clusters Score -1.59555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -15955502.000000 Penalty: 5817.533691
	Iteration 54Q: 3 clusters Score -1.59555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 123330 members 
Entering Unmasked Estep 
Score: -15955523.000000 Penalty: 5817.533691
	Iteration 55Q: 3 clusters Score -1.595552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -15955527.000000 Penalty: 5817.533691
	Iteration 56Q: 3 clusters Score -1.595553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -15955545.000000 Penalty: 5817.533691
	Iteration 57Q: 3 clusters Score -1.595554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 123348 members 
Entering Unmasked Estep 
Score: -15955550.000000 Penalty: 5817.533691
	Iteration 58Q: 3 clusters Score -1.595555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -15955565.000000 Penalty: 5817.533691
	Iteration 59Q: 3 clusters Score -1.595556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -15955571.000000 Penalty: 5817.533691
	Iteration 60F: 3 clusters Score -1.595557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -15955570.000000 Penalty: 5817.533691
	Iteration 61Q: 3 clusters Score -1.595557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -15955569.000000 Penalty: 5817.533691
	Iteration 62Q: 3 clusters Score -1.595557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 123350 members 
Entering Unmasked Estep 
Score: -15955565.000000 Penalty: 5817.533691
	Iteration 63Q: 3 clusters Score -1.595556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -15955569.000000 Penalty: 5817.533691
	Iteration 64Q: 3 clusters Score -1.595557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15955565.000000 Penalty: 5817.533691
	Iteration 65Q: 3 clusters Score -1.595556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15955557.000000 Penalty: 5817.533691
	Iteration 66Q: 3 clusters Score -1.595556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -15955551.000000 Penalty: 5817.533691
	Iteration 67Q: 3 clusters Score -1.595555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 123354 members 
Entering Unmasked Estep 
Score: -15955557.000000 Penalty: 5817.533691
	Iteration 68Q: 3 clusters Score -1.595556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 123349 members 
Entering Unmasked Estep 
Score: -15955565.000000 Penalty: 5817.533691
	Iteration 69Q: 3 clusters Score -1.595556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 123346 members 
Entering Unmasked Estep 
Score: -15955558.000000 Penalty: 5817.533691
	Iteration 70Q: 3 clusters Score -1.595556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 123341 members 
Entering Unmasked Estep 
Score: -15955558.000000 Penalty: 5817.533691
	Iteration 71Q: 3 clusters Score -1.595556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 123340 members 
Entering Unmasked Estep 
Score: -15955563.000000 Penalty: 5817.533691
	Iteration 72Q: 3 clusters Score -1.595556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -15955556.000000 Penalty: 5817.533691
	Iteration 73Q: 3 clusters Score -1.595556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -15955568.000000 Penalty: 5817.533691
	Iteration 74Q: 3 clusters Score -1.595557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -15955568.000000 Penalty: 5817.533691
	Iteration 75F: 3 clusters Score -1.595557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (67002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Entering Unmasked Estep 
Score: -8676202.000000 Penalty: 2755.894287
	Iteration 0F: 2 clusters Score -8676202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8631321.000000 Penalty: 5511.788574
	Iteration 0F: 3 clusters Score -8631321 nChanged 31344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8649168.000000 Penalty: 5511.788574
	Iteration 1F: 3 clusters Score -8649168 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -8649751.000000 Penalty: 5511.788574
	Iteration 2Q: 3 clusters Score -8649751 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -8650294.000000 Penalty: 5511.788574
	Iteration 3Q: 3 clusters Score -8650294 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -8650837.000000 Penalty: 5511.788574
	Iteration 4Q: 3 clusters Score -8650837 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8651429.000000 Penalty: 5511.788574
	Iteration 5Q: 3 clusters Score -8651429 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -8652209.000000 Penalty: 5511.788574
	Iteration 6Q: 3 clusters Score -8652209 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -8653212.000000 Penalty: 5511.788574
	Iteration 7Q: 3 clusters Score -8653212 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8654804.000000 Penalty: 5511.788574
	Iteration 8Q: 3 clusters Score -8654804 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -8657071.000000 Penalty: 5511.788574
	Iteration 9F: 3 clusters Score -8657071 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8660025.000000 Penalty: 5511.788574
	Iteration 10F: 3 clusters Score -8660025 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -8662736.000000 Penalty: 5511.788574
	Iteration 11F: 3 clusters Score -8662736 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -8664472.000000 Penalty: 5511.788574
	Iteration 12F: 3 clusters Score -8664472 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -8665180.000000 Penalty: 5511.788574
	Iteration 13Q: 3 clusters Score -8665180 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -8665497.000000 Penalty: 5511.788574
	Iteration 14Q: 3 clusters Score -8665497 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -8665747.000000 Penalty: 5511.788574
	Iteration 15Q: 3 clusters Score -8665747 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -8665952.000000 Penalty: 5511.788574
	Iteration 16Q: 3 clusters Score -8665952 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8666187.000000 Penalty: 5511.788574
	Iteration 17Q: 3 clusters Score -8666187 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -8666457.000000 Penalty: 5511.788574
	Iteration 18Q: 3 clusters Score -8666457 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -8666669.000000 Penalty: 5511.788574
	Iteration 19Q: 3 clusters Score -8666669 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -8666890.000000 Penalty: 5511.788574
	Iteration 20F: 3 clusters Score -8666890 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -8667081.000000 Penalty: 5511.788574
	Iteration 21Q: 3 clusters Score -8667081 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8667233.000000 Penalty: 5511.788574
	Iteration 22Q: 3 clusters Score -8667233 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -8667378.000000 Penalty: 5511.788574
	Iteration 23Q: 3 clusters Score -8667378 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -8667582.000000 Penalty: 5511.788574
	Iteration 24Q: 3 clusters Score -8667582 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8667739.000000 Penalty: 5511.788574
	Iteration 25Q: 3 clusters Score -8667739 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -8667858.000000 Penalty: 5511.788574
	Iteration 26Q: 3 clusters Score -8667858 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -8667953.000000 Penalty: 5511.788574
	Iteration 27Q: 3 clusters Score -8667953 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -8668072.000000 Penalty: 5511.788574
	Iteration 28Q: 3 clusters Score -8668072 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -8668156.000000 Penalty: 5511.788574
	Iteration 29Q: 3 clusters Score -8668156 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -8668204.000000 Penalty: 5511.788574
	Iteration 30Q: 3 clusters Score -8668204 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -8668265.000000 Penalty: 5511.788574
	Iteration 31Q: 3 clusters Score -8668265 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -8668329.000000 Penalty: 5511.788574
	Iteration 32Q: 3 clusters Score -8668329 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -8668374.000000 Penalty: 5511.788574
	Iteration 33Q: 3 clusters Score -8668374 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -8668409.000000 Penalty: 5511.788574
	Iteration 34Q: 3 clusters Score -8668409 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -8668477.000000 Penalty: 5511.788574
	Iteration 35Q: 3 clusters Score -8668477 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -8668541.000000 Penalty: 5511.788574
	Iteration 36Q: 3 clusters Score -8668541 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -8668609.000000 Penalty: 5511.788574
	Iteration 37Q: 3 clusters Score -8668609 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -8668648.000000 Penalty: 5511.788574
	Iteration 38Q: 3 clusters Score -8668648 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8668666.000000 Penalty: 5511.788574
	Iteration 39Q: 3 clusters Score -8668666 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -8668720.000000 Penalty: 5511.788574
	Iteration 40F: 3 clusters Score -8668720 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -8668747.000000 Penalty: 5511.788574
	Iteration 41Q: 3 clusters Score -8668747 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -8668799.000000 Penalty: 5511.788574
	Iteration 42Q: 3 clusters Score -8668799 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -8668859.000000 Penalty: 5511.788574
	Iteration 43Q: 3 clusters Score -8668859 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8668928.000000 Penalty: 5511.788574
	Iteration 44Q: 3 clusters Score -8668928 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -8669006.000000 Penalty: 5511.788574
	Iteration 45Q: 3 clusters Score -8669006 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -8669071.000000 Penalty: 5511.788574
	Iteration 46Q: 3 clusters Score -8669071 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8669126.000000 Penalty: 5511.788574
	Iteration 47Q: 3 clusters Score -8669126 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8669204.000000 Penalty: 5511.788574
	Iteration 48Q: 3 clusters Score -8669204 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -8669267.000000 Penalty: 5511.788574
	Iteration 49Q: 3 clusters Score -8669267 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8669299.000000 Penalty: 5511.788574
	Iteration 50Q: 3 clusters Score -8669299 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -8669376.000000 Penalty: 5511.788574
	Iteration 51Q: 3 clusters Score -8669376 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -8669488.000000 Penalty: 5511.788574
	Iteration 52Q: 3 clusters Score -8669488 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -8669602.000000 Penalty: 5511.788574
	Iteration 53Q: 3 clusters Score -8669602 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -8669705.000000 Penalty: 5511.788574
	Iteration 54Q: 3 clusters Score -8669705 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -8669844.000000 Penalty: 5511.788574
	Iteration 55Q: 3 clusters Score -8669844 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -8669981.000000 Penalty: 5511.788574
	Iteration 56Q: 3 clusters Score -8669981 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -8670104.000000 Penalty: 5511.788574
	Iteration 57Q: 3 clusters Score -8670104 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8670230.000000 Penalty: 5511.788574
	Iteration 58Q: 3 clusters Score -8670230 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -8670366.000000 Penalty: 5511.788574
	Iteration 59Q: 3 clusters Score -8670366 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -8670492.000000 Penalty: 5511.788574
	Iteration 60F: 3 clusters Score -8670492 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -8670634.000000 Penalty: 5511.788574
	Iteration 61Q: 3 clusters Score -8670634 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -8670755.000000 Penalty: 5511.788574
	Iteration 62Q: 3 clusters Score -8670755 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -8670834.000000 Penalty: 5511.788574
	Iteration 63Q: 3 clusters Score -8670834 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -8670966.000000 Penalty: 5511.788574
	Iteration 64Q: 3 clusters Score -8670966 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -8671106.000000 Penalty: 5511.788574
	Iteration 65Q: 3 clusters Score -8671106 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -8671206.000000 Penalty: 5511.788574
	Iteration 66Q: 3 clusters Score -8671206 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -8671350.000000 Penalty: 5511.788574
	Iteration 67Q: 3 clusters Score -8671350 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -8671457.000000 Penalty: 5511.788574
	Iteration 68Q: 3 clusters Score -8671457 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -8671554.000000 Penalty: 5511.788574
	Iteration 69Q: 3 clusters Score -8671554 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -8671670.000000 Penalty: 5511.788574
	Iteration 70Q: 3 clusters Score -8671670 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -8671843.000000 Penalty: 5511.788574
	Iteration 71Q: 3 clusters Score -8671843 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -8672009.000000 Penalty: 5511.788574
	Iteration 72Q: 3 clusters Score -8672009 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -8672161.000000 Penalty: 5511.788574
	Iteration 73Q: 3 clusters Score -8672161 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -8672292.000000 Penalty: 5511.788574
	Iteration 74Q: 3 clusters Score -8672292 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -8672409.000000 Penalty: 5511.788574
	Iteration 75Q: 3 clusters Score -8672409 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -8672575.000000 Penalty: 5511.788574
	Iteration 76Q: 3 clusters Score -8672575 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -8672685.000000 Penalty: 5511.788574
	Iteration 77Q: 3 clusters Score -8672685 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -8672803.000000 Penalty: 5511.788574
	Iteration 78Q: 3 clusters Score -8672803 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -8672905.000000 Penalty: 5511.788574
	Iteration 79Q: 3 clusters Score -8672905 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -8672968.000000 Penalty: 5511.788574
	Iteration 80F: 3 clusters Score -8672968 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8673057.000000 Penalty: 5511.788574
	Iteration 81Q: 3 clusters Score -8673057 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -8673126.000000 Penalty: 5511.788574
	Iteration 82Q: 3 clusters Score -8673126 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -8673208.000000 Penalty: 5511.788574
	Iteration 83Q: 3 clusters Score -8673208 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -8673276.000000 Penalty: 5511.788574
	Iteration 84Q: 3 clusters Score -8673276 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -8673337.000000 Penalty: 5511.788574
	Iteration 85Q: 3 clusters Score -8673337 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -8673434.000000 Penalty: 5511.788574
	Iteration 86Q: 3 clusters Score -8673434 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8673509.000000 Penalty: 5511.788574
	Iteration 87Q: 3 clusters Score -8673509 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8673553.000000 Penalty: 5511.788574
	Iteration 88Q: 3 clusters Score -8673553 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8673614.000000 Penalty: 5511.788574
	Iteration 89Q: 3 clusters Score -8673614 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8673661.000000 Penalty: 5511.788574
	Iteration 90Q: 3 clusters Score -8673661 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -8673736.000000 Penalty: 5511.788574
	Iteration 91Q: 3 clusters Score -8673736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8673806.000000 Penalty: 5511.788574
	Iteration 92Q: 3 clusters Score -8673806 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8673836.000000 Penalty: 5511.788574
	Iteration 93Q: 3 clusters Score -8673836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8673880.000000 Penalty: 5511.788574
	Iteration 94Q: 3 clusters Score -8673880 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8673921.000000 Penalty: 5511.788574
	Iteration 95Q: 3 clusters Score -8673921 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8673952.000000 Penalty: 5511.788574
	Iteration 96Q: 3 clusters Score -8673952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8673971.000000 Penalty: 5511.788574
	Iteration 97Q: 3 clusters Score -8673971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8674011.000000 Penalty: 5511.788574
	Iteration 98Q: 3 clusters Score -8674011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8674018.000000 Penalty: 5511.788574
	Iteration 99Q: 3 clusters Score -8674018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8674046.000000 Penalty: 5511.788574
	Iteration 100F: 3 clusters Score -8674046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8674054.000000 Penalty: 5511.788574
	Iteration 101Q: 3 clusters Score -8674054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8674090.000000 Penalty: 5511.788574
	Iteration 102Q: 3 clusters Score -8674090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8674108.000000 Penalty: 5511.788574
	Iteration 103Q: 3 clusters Score -8674108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8674141.000000 Penalty: 5511.788574
	Iteration 104Q: 3 clusters Score -8674141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8674150.000000 Penalty: 5511.788574
	Iteration 105Q: 3 clusters Score -8674150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8674159.000000 Penalty: 5511.788574
	Iteration 106Q: 3 clusters Score -8674159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8674177.000000 Penalty: 5511.788574
	Iteration 107Q: 3 clusters Score -8674177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8674185.000000 Penalty: 5511.788574
	Iteration 108Q: 3 clusters Score -8674185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8674194.000000 Penalty: 5511.788574
	Iteration 109Q: 3 clusters Score -8674194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8674194.000000 Penalty: 5511.788574
	Iteration 110Q: 3 clusters Score -8674194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8674205.000000 Penalty: 5511.788574
	Iteration 111Q: 3 clusters Score -8674205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8674190.000000 Penalty: 5511.788574
	Iteration 112Q: 3 clusters Score -8674190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8674203.000000 Penalty: 5511.788574
	Iteration 113Q: 3 clusters Score -8674203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8674223.000000 Penalty: 5511.788574
	Iteration 114Q: 3 clusters Score -8674223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8674222.000000 Penalty: 5511.788574
	Iteration 115Q: 3 clusters Score -8674222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8674222.000000 Penalty: 5511.788574
	Iteration 116Q: 3 clusters Score -8674222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8674220.000000 Penalty: 5511.788574
	Iteration 117Q: 3 clusters Score -8674220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8674221.000000 Penalty: 5511.788574
	Iteration 118Q: 3 clusters Score -8674221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8674226.000000 Penalty: 5511.788574
	Iteration 119Q: 3 clusters Score -8674226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8674231.000000 Penalty: 5511.788574
	Iteration 120F: 3 clusters Score -8674231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8674240.000000 Penalty: 5511.788574
	Iteration 121Q: 3 clusters Score -8674240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8674234.000000 Penalty: 5511.788574
	Iteration 122Q: 3 clusters Score -8674234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8674234.000000 Penalty: 5511.788574
	Iteration 123Q: 3 clusters Score -8674234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8674234.000000 Penalty: 5511.788574
	Iteration 124F: 3 clusters Score -8674234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -79273.445312 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -79273.45 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: -77669.132812 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -77669.13 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77939.296875 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -77939.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78053.929688 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -78053.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78195.640625 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -78195.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78291.078125 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -78291.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78450.781250 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -78450.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78598.578125 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -78598.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78696.382812 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -78696.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78757.085938 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -78757.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78817.695312 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -78817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78845.851562 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -78845.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78866.859375 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -78866.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78888.781250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -78888.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -78912.593750 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -78912.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -78933.359375 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -78933.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78949.156250 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -78949.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78952.375000 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -78952.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78952.375000 Penalty: 3245.780273
	Iteration 17F: 3 clusters Score -78952.38 nChanged 0
--- Evaluating fit on full set of 3570476 points ---
Entering Unmasked Estep 
Score: -451455168.000000 Penalty: 71095.640625
24->20 Clusters: Score -451455168.000000, best is -451465536.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1190158 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 49808 members 
Mstep: Class 3 contains 49545 members 
Mstep: Class 4 contains 49597 members 
Mstep: Class 5 contains 49936 members 
Mstep: Class 6 contains 49476 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 49250 members 
Mstep: Class 9 contains 49594 members 
Mstep: Class 10 contains 49709 members 
Mstep: Class 11 contains 49702 members 
Mstep: Class 12 contains 49512 members 
Mstep: Class 13 contains 49248 members 
Mstep: Class 14 contains 49527 members 
Mstep: Class 15 contains 49963 members 
Mstep: Class 16 contains 49587 members 
Mstep: Class 17 contains 49761 members 
Mstep: Class 18 contains 49669 members 
Mstep: Class 19 contains 49051 members 
Mstep: Class 20 contains 49746 members 
Mstep: Class 21 contains 49827 members 
Mstep: Class 22 contains 49378 members 
Mstep: Class 23 contains 49460 members 
Mstep: Class 24 contains 49376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 246.654434 but Gain 3469.421875
Score: -144143024.000000 Penalty: 79796.656250
Iteration 0F: 24 clusters Score -1.44143e+08 nChanged 1138670
Entering Unmasked Mstep 
Mstep: Class 0 contains 2930 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 125481 members 
Mstep: Class 3 contains 39372 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 96353 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 12609 members 
Mstep: Class 8 contains 72338 members 
Mstep: Class 9 contains 64216 members 
Mstep: Class 10 contains 59366 members 
Mstep: Class 11 contains 12830 members 
Mstep: Class 12 contains 22352 members 
Mstep: Class 14 contains 191758 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 16 contains 86937 members 
Mstep: Class 17 contains 14403 members 
Mstep: Class 18 contains 45357 members 
Mstep: Class 19 contains 4798 members 
Mstep: Class 20 contains 11673 members 
Mstep: Class 21 contains 55921 members 
Mstep: Class 22 contains 84123 members 
Mstep: Class 23 contains 55360 members 
Mstep: Class 24 contains 58738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2521.756104 but Gain 3469.421875
Score: -147996624.000000 Penalty: 76327.234375
Iteration 1F: 23 clusters Score -1.479966e+08 nChanged 383425
Entering Unmasked Mstep 
Mstep: Class 0 contains 2921 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 145560 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 6702 members 
Mstep: Class 5 contains 120185 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 8 contains 64970 members 
Mstep: Class 9 contains 51908 members 
Mstep: Class 10 contains 56098 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 12603 members 
Mstep: Class 14 contains 287104 members 
Mstep: Class 15 contains 7400 members 
Mstep: Class 16 contains 90049 members 
Mstep: Class 17 contains 5729 members 
Mstep: Class 18 contains 42501 members 
Mstep: Class 20 contains 4401 members 
Mstep: Class 21 contains 50623 members 
Mstep: Class 22 contains 80734 members 
Mstep: Class 23 contains 40148 members 
Mstep: Class 24 contains 46871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2519.557129 but Gain 3469.414062
Score: -148434144.000000 Penalty: 72857.820312
Iteration 2F: 22 clusters Score -1.484341e+08 nChanged 282480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2620 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 179587 members 
Mstep: Class 3 contains 13434 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 144403 members 
Mstep: Class 6 contains 7999 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 52860 members 
Mstep: Class 9 contains 40270 members 
Mstep: Class 10 contains 55654 members 
Mstep: Class 12 contains 6475 members 
Mstep: Class 14 contains 302258 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 114355 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 38795 members 
Mstep: Class 20 contains 1583 members 
Mstep: Class 21 contains 44130 members 
Mstep: Class 22 contains 78775 members 
Mstep: Class 23 contains 34484 members 
Mstep: Class 24 contains 38656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1568.740845 but Gain 3469.421875
Score: -148646208.000000 Penalty: 69388.398438
Iteration 3F: 21 clusters Score -1.486462e+08 nChanged 219717
Entering Unmasked Mstep 
Mstep: Class 0 contains 2387 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 230485 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 171778 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 40928 members 
Mstep: Class 9 contains 29895 members 
Mstep: Class 10 contains 55773 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 14 contains 272157 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 136790 members 
Mstep: Class 18 contains 34278 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 36578 members 
Mstep: Class 22 contains 75352 members 
Mstep: Class 23 contains 32898 members 
Mstep: Class 24 contains 31424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1984.349731 but Gain 3469.421875
Score: -148814976.000000 Penalty: 65918.976562
Iteration 4F: 20 clusters Score -1.48815e+08 nChanged 197042
Entering Unmasked Mstep 
Mstep: Class 0 contains 2286 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 291174 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 202451 members 
Mstep: Class 6 contains 5809 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 30103 members 
Mstep: Class 9 contains 20938 members 
Mstep: Class 10 contains 55808 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 14 contains 226286 members 
Mstep: Class 16 contains 148349 members 
Mstep: Class 18 contains 29621 members 
Mstep: Class 20 contains 565 members 
Mstep: Class 21 contains 30079 members 
Mstep: Class 22 contains 69081 members 
Mstep: Class 23 contains 33899 members 
Mstep: Class 24 contains 23945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2739.808594 but Gain 3469.417969
Score: -148951344.000000 Penalty: 62449.558594
Iteration 5F: 19 clusters Score -1.489513e+08 nChanged 183505
Entering Unmasked Mstep 
Mstep: Class 0 contains 2063 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 338948 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 5 contains 233333 members 
Mstep: Class 6 contains 5811 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 21570 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 56808 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 14 contains 178967 members 
Mstep: Class 16 contains 153654 members 
Mstep: Class 18 contains 26514 members 
Mstep: Class 20 contains 586 members 
Mstep: Class 21 contains 26598 members 
Mstep: Class 22 contains 63473 members 
Mstep: Class 23 contains 37204 members 
Mstep: Class 24 contains 18129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2512.883789 but Gain 3469.421875
Score: -149068832.000000 Penalty: 58980.136719
Iteration 6F: 18 clusters Score -1.490688e+08 nChanged 161451
Entering Unmasked Mstep 
Mstep: Class 0 contains 1708 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 365558 members 
Mstep: Class 5 contains 243666 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 15359 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 59385 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 14 contains 162783 members 
Mstep: Class 16 contains 156379 members 
Mstep: Class 18 contains 23582 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 25672 members 
Mstep: Class 22 contains 57496 members 
Mstep: Class 23 contains 41206 members 
Mstep: Class 24 contains 13648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1696.553345 but Gain 3469.417969
Score: -149143184.000000 Penalty: 55510.718750
Iteration 7F: 17 clusters Score -1.491432e+08 nChanged 141413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1327 members 
Mstep: Class 2 contains 364512 members 
Mstep: Class 5 contains 244235 members 
Mstep: Class 6 contains 5262 members 
Mstep: Class 7 contains 1211 members 
Mstep: Class 8 contains 10949 members 
Mstep: Class 9 contains 7180 members 
Mstep: Class 10 contains 64561 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 14 contains 170596 members 
Mstep: Class 16 contains 160116 members 
Mstep: Class 18 contains 20705 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 26913 members 
Mstep: Class 22 contains 52031 members 
Mstep: Class 23 contains 45092 members 
Mstep: Class 24 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149231264.000000 Penalty: 55510.718750
Iteration 8F: 17 clusters Score -1.492313e+08 nChanged 110070
Entering Unmasked Mstep 
Mstep: Class 0 contains 1126 members 
Mstep: Class 2 contains 360490 members 
Mstep: Class 5 contains 236747 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 7852 members 
Mstep: Class 9 contains 6001 members 
Mstep: Class 10 contains 70443 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 14 contains 184812 members 
Mstep: Class 16 contains 160897 members 
Mstep: Class 18 contains 18075 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 29676 members 
Mstep: Class 22 contains 46493 members 
Mstep: Class 23 contains 48313 members 
Mstep: Class 24 contains 8164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149295072.000000 Penalty: 55510.718750
Iteration 9F: 17 clusters Score -1.492951e+08 nChanged 91003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1009 members 
Mstep: Class 2 contains 357120 members 
Mstep: Class 5 contains 228617 members 
Mstep: Class 6 contains 4119 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 5696 members 
Mstep: Class 10 contains 75964 members 
Mstep: Class 12 contains 4404 members 
Mstep: Class 14 contains 195877 members 
Mstep: Class 16 contains 159051 members 
Mstep: Class 18 contains 16087 members 
Mstep: Class 20 contains 656 members 
Mstep: Class 21 contains 33317 members 
Mstep: Class 22 contains 42426 members 
Mstep: Class 23 contains 52032 members 
Mstep: Class 24 contains 6673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149341808.000000 Penalty: 55510.718750
Iteration 10F: 17 clusters Score -1.493418e+08 nChanged 73989
Entering Unmasked Mstep 
Mstep: Class 0 contains 908 members 
Mstep: Class 2 contains 353512 members 
Mstep: Class 5 contains 222500 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 5909 members 
Mstep: Class 10 contains 80581 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 14 contains 201905 members 
Mstep: Class 16 contains 155638 members 
Mstep: Class 18 contains 14987 members 
Mstep: Class 20 contains 686 members 
Mstep: Class 21 contains 37404 members 
Mstep: Class 22 contains 40222 members 
Mstep: Class 23 contains 56778 members 
Mstep: Class 24 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149385280.000000 Penalty: 55510.718750
Iteration 11F: 17 clusters Score -1.493853e+08 nChanged 59393
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 2 contains 350669 members 
Mstep: Class 5 contains 217965 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 84335 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 14 contains 203918 members 
Mstep: Class 16 contains 150609 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 41909 members 
Mstep: Class 22 contains 39625 members 
Mstep: Class 23 contains 62100 members 
Mstep: Class 24 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149415856.000000 Penalty: 55510.718750
Iteration 12Q: 17 clusters Score -1.494159e+08 nChanged 49550
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 348623 members 
Mstep: Class 5 contains 214086 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 7090 members 
Mstep: Class 10 contains 87368 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 14 contains 203443 members 
Mstep: Class 16 contains 144286 members 
Mstep: Class 18 contains 14214 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 46760 members 
Mstep: Class 22 contains 40143 members 
Mstep: Class 23 contains 67640 members 
Mstep: Class 24 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3096.183105 but Gain 3469.421875
Score: -149435792.000000 Penalty: 52041.296875
Iteration 13Q: 16 clusters Score -1.494358e+08 nChanged 45962
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 347692 members 
Mstep: Class 5 contains 210982 members 
Mstep: Class 6 contains 1607 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 9 contains 7957 members 
Mstep: Class 10 contains 89900 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 14 contains 201872 members 
Mstep: Class 16 contains 136870 members 
Mstep: Class 18 contains 14357 members 
Mstep: Class 20 contains 823 members 
Mstep: Class 21 contains 52221 members 
Mstep: Class 22 contains 41691 members 
Mstep: Class 23 contains 73498 members 
Mstep: Class 24 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149455040.000000 Penalty: 52041.296875
Iteration 14Q: 16 clusters Score -1.49455e+08 nChanged 39668
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 345902 members 
Mstep: Class 5 contains 207674 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 9 contains 8672 members 
Mstep: Class 10 contains 91582 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 14 contains 199535 members 
Mstep: Class 16 contains 129234 members 
Mstep: Class 18 contains 14459 members 
Mstep: Class 20 contains 851 members 
Mstep: Class 21 contains 57642 members 
Mstep: Class 22 contains 43358 members 
Mstep: Class 23 contains 79331 members 
Mstep: Class 24 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149469984.000000 Penalty: 52041.296875
Iteration 15Q: 16 clusters Score -1.4947e+08 nChanged 36827
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 344172 members 
Mstep: Class 5 contains 204538 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 9 contains 9244 members 
Mstep: Class 10 contains 92551 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 14 contains 196994 members 
Mstep: Class 16 contains 121885 members 
Mstep: Class 18 contains 14687 members 
Mstep: Class 20 contains 868 members 
Mstep: Class 21 contains 63119 members 
Mstep: Class 22 contains 45264 members 
Mstep: Class 23 contains 85190 members 
Mstep: Class 24 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149483728.000000 Penalty: 52041.296875
Iteration 16Q: 16 clusters Score -1.494837e+08 nChanged 34436
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 341924 members 
Mstep: Class 5 contains 201540 members 
Mstep: Class 6 contains 1293 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 9 contains 9672 members 
Mstep: Class 10 contains 92924 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 14 contains 194275 members 
Mstep: Class 16 contains 115298 members 
Mstep: Class 18 contains 14961 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 68841 members 
Mstep: Class 22 contains 47239 members 
Mstep: Class 23 contains 91189 members 
Mstep: Class 24 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149495904.000000 Penalty: 52041.296875
Iteration 17Q: 16 clusters Score -1.494959e+08 nChanged 32439
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 339660 members 
Mstep: Class 5 contains 198470 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 9 contains 10021 members 
Mstep: Class 10 contains 92803 members 
Mstep: Class 12 contains 4376 members 
Mstep: Class 14 contains 191367 members 
Mstep: Class 16 contains 109640 members 
Mstep: Class 18 contains 15284 members 
Mstep: Class 20 contains 886 members 
Mstep: Class 21 contains 74541 members 
Mstep: Class 22 contains 49097 members 
Mstep: Class 23 contains 97164 members 
Mstep: Class 24 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149507152.000000 Penalty: 52041.296875
Iteration 18Q: 16 clusters Score -1.495072e+08 nChanged 30565
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 337334 members 
Mstep: Class 5 contains 195715 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 92184 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 14 contains 188722 members 
Mstep: Class 16 contains 104656 members 
Mstep: Class 18 contains 15618 members 
Mstep: Class 20 contains 890 members 
Mstep: Class 21 contains 80204 members 
Mstep: Class 22 contains 50728 members 
Mstep: Class 23 contains 102749 members 
Mstep: Class 24 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149515936.000000 Penalty: 52041.296875
Iteration 19Q: 16 clusters Score -1.495159e+08 nChanged 29115
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 2 contains 334922 members 
Mstep: Class 5 contains 193119 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 9 contains 10448 members 
Mstep: Class 10 contains 91132 members 
Mstep: Class 12 contains 4372 members 
Mstep: Class 14 contains 186414 members 
Mstep: Class 16 contains 100220 members 
Mstep: Class 18 contains 15960 members 
Mstep: Class 20 contains 895 members 
Mstep: Class 21 contains 85746 members 
Mstep: Class 22 contains 52160 members 
Mstep: Class 23 contains 108143 members 
Mstep: Class 24 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149545472.000000 Penalty: 52041.296875
Iteration 20F: 16 clusters Score -1.495455e+08 nChanged 28681
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 2 contains 332600 members 
Mstep: Class 5 contains 190678 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 89709 members 
Mstep: Class 12 contains 4365 members 
Mstep: Class 14 contains 184405 members 
Mstep: Class 16 contains 96397 members 
Mstep: Class 18 contains 16374 members 
Mstep: Class 20 contains 984 members 
Mstep: Class 21 contains 91159 members 
Mstep: Class 22 contains 53289 members 
Mstep: Class 23 contains 113208 members 
Mstep: Class 24 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149568912.000000 Penalty: 52041.296875
Iteration 21Q: 16 clusters Score -1.495689e+08 nChanged 27510
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 330216 members 
Mstep: Class 5 contains 188535 members 
Mstep: Class 6 contains 1299 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10672 members 
Mstep: Class 10 contains 88112 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 14 contains 182703 members 
Mstep: Class 16 contains 93003 members 
Mstep: Class 18 contains 16822 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 96398 members 
Mstep: Class 22 contains 54315 members 
Mstep: Class 23 contains 117768 members 
Mstep: Class 24 contains 3128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149577680.000000 Penalty: 52041.296875
Iteration 22Q: 16 clusters Score -1.495777e+08 nChanged 26594
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 327776 members 
Mstep: Class 5 contains 186780 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10759 members 
Mstep: Class 10 contains 86327 members 
Mstep: Class 12 contains 4372 members 
Mstep: Class 14 contains 181408 members 
Mstep: Class 16 contains 89819 members 
Mstep: Class 18 contains 17272 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 101403 members 
Mstep: Class 22 contains 55139 members 
Mstep: Class 23 contains 121951 members 
Mstep: Class 24 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149584464.000000 Penalty: 52041.296875
Iteration 23Q: 16 clusters Score -1.495845e+08 nChanged 26120
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 324832 members 
Mstep: Class 5 contains 185388 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 84503 members 
Mstep: Class 12 contains 4376 members 
Mstep: Class 14 contains 180351 members 
Mstep: Class 16 contains 87045 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 106376 members 
Mstep: Class 22 contains 55614 members 
Mstep: Class 23 contains 126023 members 
Mstep: Class 24 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149590272.000000 Penalty: 52041.296875
Iteration 24Q: 16 clusters Score -1.495903e+08 nChanged 25184
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 321830 members 
Mstep: Class 5 contains 184260 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 82591 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 14 contains 179735 members 
Mstep: Class 16 contains 84621 members 
Mstep: Class 18 contains 18076 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 111197 members 
Mstep: Class 22 contains 55840 members 
Mstep: Class 23 contains 129642 members 
Mstep: Class 24 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149596080.000000 Penalty: 52041.296875
Iteration 25Q: 16 clusters Score -1.495961e+08 nChanged 24228
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 318428 members 
Mstep: Class 5 contains 183463 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10962 members 
Mstep: Class 10 contains 80630 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 14 contains 179376 members 
Mstep: Class 16 contains 82534 members 
Mstep: Class 18 contains 18338 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 115963 members 
Mstep: Class 22 contains 55956 members 
Mstep: Class 23 contains 133107 members 
Mstep: Class 24 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149600992.000000 Penalty: 52041.296875
Iteration 26Q: 16 clusters Score -1.49601e+08 nChanged 23362
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 314784 members 
Mstep: Class 5 contains 182668 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10965 members 
Mstep: Class 10 contains 78680 members 
Mstep: Class 12 contains 4377 members 
Mstep: Class 14 contains 179297 members 
Mstep: Class 16 contains 80736 members 
Mstep: Class 18 contains 18521 members 
Mstep: Class 20 contains 1198 members 
Mstep: Class 21 contains 120788 members 
Mstep: Class 22 contains 55929 members 
Mstep: Class 23 contains 136460 members 
Mstep: Class 24 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149604768.000000 Penalty: 52041.296875
Iteration 27Q: 16 clusters Score -1.496048e+08 nChanged 22527
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 310850 members 
Mstep: Class 5 contains 182036 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11008 members 
Mstep: Class 10 contains 76983 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 14 contains 179420 members 
Mstep: Class 16 contains 79116 members 
Mstep: Class 18 contains 18667 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 125424 members 
Mstep: Class 22 contains 55721 members 
Mstep: Class 23 contains 139640 members 
Mstep: Class 24 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149609952.000000 Penalty: 52041.296875
Iteration 28Q: 16 clusters Score -1.4961e+08 nChanged 21457
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 307036 members 
Mstep: Class 5 contains 181374 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 75348 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 14 contains 179747 members 
Mstep: Class 16 contains 77609 members 
Mstep: Class 18 contains 18747 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 130039 members 
Mstep: Class 22 contains 55358 members 
Mstep: Class 23 contains 142621 members 
Mstep: Class 24 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149613888.000000 Penalty: 52041.296875
Iteration 29Q: 16 clusters Score -1.496139e+08 nChanged 20560
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 303206 members 
Mstep: Class 5 contains 180877 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11031 members 
Mstep: Class 10 contains 73785 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 14 contains 180182 members 
Mstep: Class 16 contains 76247 members 
Mstep: Class 18 contains 18795 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 134482 members 
Mstep: Class 22 contains 54972 members 
Mstep: Class 23 contains 145402 members 
Mstep: Class 24 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149617168.000000 Penalty: 52041.296875
Iteration 30Q: 16 clusters Score -1.496172e+08 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 299096 members 
Mstep: Class 5 contains 180550 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11019 members 
Mstep: Class 10 contains 72332 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 14 contains 180657 members 
Mstep: Class 16 contains 74974 members 
Mstep: Class 18 contains 18674 members 
Mstep: Class 20 contains 1202 members 
Mstep: Class 21 contains 138978 members 
Mstep: Class 22 contains 54865 members 
Mstep: Class 23 contains 147896 members 
Mstep: Class 24 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149620000.000000 Penalty: 52041.296875
Iteration 31Q: 16 clusters Score -1.4962e+08 nChanged 19525
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 294801 members 
Mstep: Class 5 contains 180135 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 70995 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 14 contains 181386 members 
Mstep: Class 16 contains 73802 members 
Mstep: Class 18 contains 18494 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 143364 members 
Mstep: Class 22 contains 54827 members 
Mstep: Class 23 contains 150281 members 
Mstep: Class 24 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149624656.000000 Penalty: 52041.296875
Iteration 32Q: 16 clusters Score -1.496247e+08 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 290394 members 
Mstep: Class 5 contains 179802 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 69754 members 
Mstep: Class 12 contains 4368 members 
Mstep: Class 14 contains 182272 members 
Mstep: Class 16 contains 72727 members 
Mstep: Class 18 contains 18226 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 147669 members 
Mstep: Class 22 contains 54877 members 
Mstep: Class 23 contains 152445 members 
Mstep: Class 24 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 3456.756348 but Gain 3469.417969
Score: -149628464.000000 Penalty: 48571.878906
Iteration 33Q: 15 clusters Score -1.496285e+08 nChanged 20764
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 287332 members 
Mstep: Class 5 contains 179502 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 11006 members 
Mstep: Class 10 contains 68643 members 
Mstep: Class 12 contains 4373 members 
Mstep: Class 14 contains 183178 members 
Mstep: Class 16 contains 71801 members 
Mstep: Class 18 contains 17988 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 151988 members 
Mstep: Class 22 contains 55443 members 
Mstep: Class 23 contains 154765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149634208.000000 Penalty: 48571.878906
Iteration 34Q: 15 clusters Score -1.496342e+08 nChanged 17899
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 283232 members 
Mstep: Class 5 contains 178910 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10955 members 
Mstep: Class 10 contains 67606 members 
Mstep: Class 12 contains 4367 members 
Mstep: Class 14 contains 183801 members 
Mstep: Class 16 contains 70853 members 
Mstep: Class 18 contains 17794 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 156279 members 
Mstep: Class 22 contains 55741 members 
Mstep: Class 23 contains 156480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149638160.000000 Penalty: 48571.878906
Iteration 35Q: 15 clusters Score -1.496382e+08 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 279165 members 
Mstep: Class 5 contains 178403 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 66617 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 14 contains 184342 members 
Mstep: Class 16 contains 70020 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 160385 members 
Mstep: Class 22 contains 55986 members 
Mstep: Class 23 contains 158125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149642016.000000 Penalty: 48571.878906
Iteration 36Q: 15 clusters Score -1.49642e+08 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 275182 members 
Mstep: Class 5 contains 177639 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 65679 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 14 contains 184787 members 
Mstep: Class 16 contains 69278 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 164635 members 
Mstep: Class 22 contains 56162 members 
Mstep: Class 23 contains 159641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149644816.000000 Penalty: 48571.878906
Iteration 37Q: 15 clusters Score -1.496448e+08 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 271570 members 
Mstep: Class 5 contains 176682 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 10 contains 64849 members 
Mstep: Class 12 contains 4349 members 
Mstep: Class 14 contains 184938 members 
Mstep: Class 16 contains 68589 members 
Mstep: Class 18 contains 17938 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 168951 members 
Mstep: Class 22 contains 56234 members 
Mstep: Class 23 contains 161022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149646592.000000 Penalty: 48571.878906
Iteration 38Q: 15 clusters Score -1.496466e+08 nChanged 15460
Entering ConstructFrom: 
Score: -149646592.000000 Penalty: 48571.878906
Entering ConstructFrom: 
Trying to split cluster 2 (268059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268059 members 
Entering Unmasked Estep 
Score: -34176112.000000 Penalty: 3099.742676
	Iteration 0F: 2 clusters Score -3.417611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -34013680.000000 Penalty: 6199.485352
	Iteration 0F: 3 clusters Score -3.401368e+07 nChanged 129544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130345 members 
Mstep: Class 2 contains 137714 members 
Entering Unmasked Estep 
Score: -34091196.000000 Penalty: 6199.485352
	Iteration 1F: 3 clusters Score -3.40912e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128637 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -34094684.000000 Penalty: 6199.485352
	Iteration 2Q: 3 clusters Score -3.409468e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Mstep: Class 2 contains 141182 members 
Entering Unmasked Estep 
Score: -34099816.000000 Penalty: 6199.485352
	Iteration 3Q: 3 clusters Score -3.409982e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -34107276.000000 Penalty: 6199.485352
	Iteration 4Q: 3 clusters Score -3.410728e+07 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -34116256.000000 Penalty: 6199.485352
	Iteration 5F: 3 clusters Score -3.411626e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126598 members 
Mstep: Class 2 contains 141461 members 
Entering Unmasked Estep 
Score: -34126208.000000 Penalty: 6199.485352
	Iteration 6F: 3 clusters Score -3.412621e+07 nChanged 17351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129141 members 
Mstep: Class 2 contains 138918 members 
Entering Unmasked Estep 
Score: -34135928.000000 Penalty: 6199.485352
	Iteration 7F: 3 clusters Score -3.413593e+07 nChanged 15740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132555 members 
Mstep: Class 2 contains 135504 members 
Entering Unmasked Estep 
Score: -34144512.000000 Penalty: 6199.485352
	Iteration 8F: 3 clusters Score -3.414451e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 132006 members 
Entering Unmasked Estep 
Score: -34150628.000000 Penalty: 6199.485352
	Iteration 9Q: 3 clusters Score -3.415063e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Mstep: Class 2 contains 128258 members 
Entering Unmasked Estep 
Score: -34154460.000000 Penalty: 6199.485352
	Iteration 10Q: 3 clusters Score -3.415446e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144038 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -34157876.000000 Penalty: 6199.485352
	Iteration 11Q: 3 clusters Score -3.415788e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -34160884.000000 Penalty: 6199.485352
	Iteration 12Q: 3 clusters Score -3.416088e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -34163456.000000 Penalty: 6199.485352
	Iteration 13Q: 3 clusters Score -3.416346e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158379 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -34165560.000000 Penalty: 6199.485352
	Iteration 14Q: 3 clusters Score -3.416556e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -34167228.000000 Penalty: 6199.485352
	Iteration 15Q: 3 clusters Score -3.416723e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -34168688.000000 Penalty: 6199.485352
	Iteration 16Q: 3 clusters Score -3.416869e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172212 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -34170068.000000 Penalty: 6199.485352
	Iteration 17Q: 3 clusters Score -3.417007e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177159 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -34171792.000000 Penalty: 6199.485352
	Iteration 18Q: 3 clusters Score -3.417179e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182469 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -34173052.000000 Penalty: 6199.485352
	Iteration 19Q: 3 clusters Score -3.417305e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188284 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -34174428.000000 Penalty: 6199.485352
	Iteration 20F: 3 clusters Score -3.417443e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194401 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -34175616.000000 Penalty: 6199.485352
	Iteration 21Q: 3 clusters Score -3.417562e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200969 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -34177232.000000 Penalty: 6199.485352
	Iteration 22Q: 3 clusters Score -3.417723e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207659 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -34178092.000000 Penalty: 6199.485352
	Iteration 23Q: 3 clusters Score -3.417809e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214179 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -34178796.000000 Penalty: 6199.485352
	Iteration 24Q: 3 clusters Score -3.41788e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220140 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -34178992.000000 Penalty: 6199.485352
	Iteration 25Q: 3 clusters Score -3.417899e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225469 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -34179116.000000 Penalty: 6199.485352
	Iteration 26Q: 3 clusters Score -3.417912e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230099 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -34178660.000000 Penalty: 6199.485352
	Iteration 27Q: 3 clusters Score -3.417866e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234004 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -34178508.000000 Penalty: 6199.485352
	Iteration 28Q: 3 clusters Score -3.417851e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237195 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -34178276.000000 Penalty: 6199.485352
	Iteration 29Q: 3 clusters Score -3.417828e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239826 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -34177972.000000 Penalty: 6199.485352
	Iteration 30Q: 3 clusters Score -3.417797e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241959 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -34177944.000000 Penalty: 6199.485352
	Iteration 31Q: 3 clusters Score -3.417794e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243741 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -34177836.000000 Penalty: 6199.485352
	Iteration 32Q: 3 clusters Score -3.417784e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245222 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -34177760.000000 Penalty: 6199.485352
	Iteration 33Q: 3 clusters Score -3.417776e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246445 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -34177712.000000 Penalty: 6199.485352
	Iteration 34Q: 3 clusters Score -3.417771e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247469 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -34177708.000000 Penalty: 6199.485352
	Iteration 35Q: 3 clusters Score -3.417771e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248333 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -34177676.000000 Penalty: 6199.485352
	Iteration 36Q: 3 clusters Score -3.417768e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249069 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -34177512.000000 Penalty: 6199.485352
	Iteration 37Q: 3 clusters Score -3.417751e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249667 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -34177448.000000 Penalty: 6199.485352
	Iteration 38Q: 3 clusters Score -3.417745e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250167 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -34177420.000000 Penalty: 6199.485352
	Iteration 39Q: 3 clusters Score -3.417742e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250606 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -34177812.000000 Penalty: 6199.485352
	Iteration 40F: 3 clusters Score -3.417781e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251779 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -34177644.000000 Penalty: 6199.485352
	Iteration 41Q: 3 clusters Score -3.417764e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252833 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -34177308.000000 Penalty: 6199.485352
	Iteration 42Q: 3 clusters Score -3.417731e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253777 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -34177096.000000 Penalty: 6199.485352
	Iteration 43Q: 3 clusters Score -3.41771e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254541 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -34177056.000000 Penalty: 6199.485352
	Iteration 44Q: 3 clusters Score -3.417706e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255236 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -34176772.000000 Penalty: 6199.485352
	Iteration 45Q: 3 clusters Score -3.417677e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255816 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -34176704.000000 Penalty: 6199.485352
	Iteration 46Q: 3 clusters Score -3.41767e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256370 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -34176608.000000 Penalty: 6199.485352
	Iteration 47Q: 3 clusters Score -3.417661e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256880 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -34176576.000000 Penalty: 6199.485352
	Iteration 48Q: 3 clusters Score -3.417658e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257365 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -34176480.000000 Penalty: 6199.485352
	Iteration 49Q: 3 clusters Score -3.417648e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257775 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -34176516.000000 Penalty: 6199.485352
	Iteration 50Q: 3 clusters Score -3.417652e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258167 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -34176408.000000 Penalty: 6199.485352
	Iteration 51Q: 3 clusters Score -3.417641e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258524 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -34176448.000000 Penalty: 6199.485352
	Iteration 52Q: 3 clusters Score -3.417645e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258842 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -34176372.000000 Penalty: 6199.485352
	Iteration 53Q: 3 clusters Score -3.417637e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259148 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -34176276.000000 Penalty: 6199.485352
	Iteration 54Q: 3 clusters Score -3.417628e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259458 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -34176196.000000 Penalty: 6199.485352
	Iteration 55Q: 3 clusters Score -3.41762e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259758 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -34176208.000000 Penalty: 6199.485352
	Iteration 56Q: 3 clusters Score -3.417621e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260052 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -34176104.000000 Penalty: 6199.485352
	Iteration 57Q: 3 clusters Score -3.41761e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260334 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -34175984.000000 Penalty: 6199.485352
	Iteration 58Q: 3 clusters Score -3.417598e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260604 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -34175912.000000 Penalty: 6199.485352
	Iteration 59Q: 3 clusters Score -3.417591e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260858 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -34175972.000000 Penalty: 6199.485352
	Iteration 60F: 3 clusters Score -3.417597e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261088 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -34175896.000000 Penalty: 6199.485352
	Iteration 61Q: 3 clusters Score -3.41759e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261311 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -34175872.000000 Penalty: 6199.485352
	Iteration 62Q: 3 clusters Score -3.417587e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261529 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -34175852.000000 Penalty: 6199.485352
	Iteration 63Q: 3 clusters Score -3.417585e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261750 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -34175808.000000 Penalty: 6199.485352
	Iteration 64Q: 3 clusters Score -3.417581e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261946 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -34175768.000000 Penalty: 6199.485352
	Iteration 65Q: 3 clusters Score -3.417577e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262121 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -34175732.000000 Penalty: 6199.485352
	Iteration 66Q: 3 clusters Score -3.417573e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262299 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -34175684.000000 Penalty: 6199.485352
	Iteration 67Q: 3 clusters Score -3.417568e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262479 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -34175660.000000 Penalty: 6199.485352
	Iteration 68Q: 3 clusters Score -3.417566e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262638 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -34175696.000000 Penalty: 6199.485352
	Iteration 69Q: 3 clusters Score -3.41757e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262781 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -34175716.000000 Penalty: 6199.485352
	Iteration 70Q: 3 clusters Score -3.417572e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262925 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -34175708.000000 Penalty: 6199.485352
	Iteration 71Q: 3 clusters Score -3.417571e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263065 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -34175652.000000 Penalty: 6199.485352
	Iteration 72Q: 3 clusters Score -3.417565e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263183 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -34175636.000000 Penalty: 6199.485352
	Iteration 73Q: 3 clusters Score -3.417564e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263285 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -34175600.000000 Penalty: 6199.485352
	Iteration 74Q: 3 clusters Score -3.41756e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263375 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -34175540.000000 Penalty: 6199.485352
	Iteration 75Q: 3 clusters Score -3.417554e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263463 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -34175572.000000 Penalty: 6199.485352
	Iteration 76Q: 3 clusters Score -3.417557e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263539 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -34175576.000000 Penalty: 6199.485352
	Iteration 77Q: 3 clusters Score -3.417558e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263604 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -34175588.000000 Penalty: 6199.485352
	Iteration 78Q: 3 clusters Score -3.417559e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263673 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -34175620.000000 Penalty: 6199.485352
	Iteration 79Q: 3 clusters Score -3.417562e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263734 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -34175664.000000 Penalty: 6199.485352
	Iteration 80F: 3 clusters Score -3.417566e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263787 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -34175624.000000 Penalty: 6199.485352
	Iteration 81Q: 3 clusters Score -3.417562e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263831 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -34175572.000000 Penalty: 6199.485352
	Iteration 82Q: 3 clusters Score -3.417557e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263888 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -34175548.000000 Penalty: 6199.485352
	Iteration 83Q: 3 clusters Score -3.417555e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263939 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -34175564.000000 Penalty: 6199.485352
	Iteration 84Q: 3 clusters Score -3.417556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263992 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -34175580.000000 Penalty: 6199.485352
	Iteration 85Q: 3 clusters Score -3.417558e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264042 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -34175564.000000 Penalty: 6199.485352
	Iteration 86Q: 3 clusters Score -3.417556e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264092 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -34175552.000000 Penalty: 6199.485352
	Iteration 87Q: 3 clusters Score -3.417555e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264144 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -34175524.000000 Penalty: 6199.485352
	Iteration 88Q: 3 clusters Score -3.417552e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264200 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -34175516.000000 Penalty: 6199.485352
	Iteration 89Q: 3 clusters Score -3.417552e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264246 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -34175524.000000 Penalty: 6199.485352
	Iteration 90Q: 3 clusters Score -3.417552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264290 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -34175504.000000 Penalty: 6199.485352
	Iteration 91Q: 3 clusters Score -3.41755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264328 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -34175524.000000 Penalty: 6199.485352
	Iteration 92Q: 3 clusters Score -3.417552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264373 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -34175488.000000 Penalty: 6199.485352
	Iteration 93Q: 3 clusters Score -3.417549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264416 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -34175472.000000 Penalty: 6199.485352
	Iteration 94Q: 3 clusters Score -3.417547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264455 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -34175492.000000 Penalty: 6199.485352
	Iteration 95Q: 3 clusters Score -3.417549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264487 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -34175480.000000 Penalty: 6199.485352
	Iteration 96Q: 3 clusters Score -3.417548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264524 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -34175464.000000 Penalty: 6199.485352
	Iteration 97Q: 3 clusters Score -3.417546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264553 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -34175432.000000 Penalty: 6199.485352
	Iteration 98Q: 3 clusters Score -3.417543e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264584 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -34175440.000000 Penalty: 6199.485352
	Iteration 99Q: 3 clusters Score -3.417544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264609 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -34175380.000000 Penalty: 6199.485352
	Iteration 100F: 3 clusters Score -3.417538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264629 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -34175372.000000 Penalty: 6199.485352
	Iteration 101Q: 3 clusters Score -3.417537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264644 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -34175396.000000 Penalty: 6199.485352
	Iteration 102Q: 3 clusters Score -3.41754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264660 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -34175404.000000 Penalty: 6199.485352
	Iteration 103Q: 3 clusters Score -3.41754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264678 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -34175388.000000 Penalty: 6199.485352
	Iteration 104Q: 3 clusters Score -3.417539e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264702 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -34175376.000000 Penalty: 6199.485352
	Iteration 105Q: 3 clusters Score -3.417538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264728 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -34175384.000000 Penalty: 6199.485352
	Iteration 106Q: 3 clusters Score -3.417538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264759 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -34175368.000000 Penalty: 6199.485352
	Iteration 107Q: 3 clusters Score -3.417537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264787 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -34175376.000000 Penalty: 6199.485352
	Iteration 108Q: 3 clusters Score -3.417538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264812 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -34175328.000000 Penalty: 6199.485352
	Iteration 109Q: 3 clusters Score -3.417533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264839 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -34175304.000000 Penalty: 6199.485352
	Iteration 110Q: 3 clusters Score -3.41753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264857 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -34175328.000000 Penalty: 6199.485352
	Iteration 111Q: 3 clusters Score -3.417533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264867 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -34175356.000000 Penalty: 6199.485352
	Iteration 112Q: 3 clusters Score -3.417536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264877 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -34175352.000000 Penalty: 6199.485352
	Iteration 113Q: 3 clusters Score -3.417535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264893 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -34175316.000000 Penalty: 6199.485352
	Iteration 114Q: 3 clusters Score -3.417532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264904 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -34175312.000000 Penalty: 6199.485352
	Iteration 115Q: 3 clusters Score -3.417531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264914 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -34175300.000000 Penalty: 6199.485352
	Iteration 116Q: 3 clusters Score -3.41753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264919 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -34175288.000000 Penalty: 6199.485352
	Iteration 117Q: 3 clusters Score -3.417529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264923 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -34175280.000000 Penalty: 6199.485352
	Iteration 118Q: 3 clusters Score -3.417528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264926 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -34175272.000000 Penalty: 6199.485352
	Iteration 119Q: 3 clusters Score -3.417527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264932 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -34175272.000000 Penalty: 6199.485352
	Iteration 120F: 3 clusters Score -3.417527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264938 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -34175276.000000 Penalty: 6199.485352
	Iteration 121Q: 3 clusters Score -3.417528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264942 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -34175276.000000 Penalty: 6199.485352
	Iteration 122Q: 3 clusters Score -3.417528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264943 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -34175288.000000 Penalty: 6199.485352
	Iteration 123Q: 3 clusters Score -3.417529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264943 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -34175288.000000 Penalty: 6199.485352
	Iteration 124F: 3 clusters Score -3.417529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Entering Unmasked Estep 
Score: -22518190.000000 Penalty: 2994.743164
	Iteration 0F: 2 clusters Score -2.251819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -22401256.000000 Penalty: 5989.486328
	Iteration 0F: 3 clusters Score -2.240126e+07 nChanged 83848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -22449820.000000 Penalty: 5989.486328
	Iteration 1F: 3 clusters Score -2.244982e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -22451052.000000 Penalty: 5989.486328
	Iteration 2Q: 3 clusters Score -2.245105e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -22452636.000000 Penalty: 5989.486328
	Iteration 3Q: 3 clusters Score -2.245264e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -22454524.000000 Penalty: 5989.486328
	Iteration 4Q: 3 clusters Score -2.245452e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -22457272.000000 Penalty: 5989.486328
	Iteration 5Q: 3 clusters Score -2.245727e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -22461092.000000 Penalty: 5989.486328
	Iteration 6Q: 3 clusters Score -2.246109e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -22466084.000000 Penalty: 5989.486328
	Iteration 7F: 3 clusters Score -2.246608e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -22472272.000000 Penalty: 5989.486328
	Iteration 8F: 3 clusters Score -2.247227e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123351 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -22479612.000000 Penalty: 5989.486328
	Iteration 9F: 3 clusters Score -2.247961e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -22486718.000000 Penalty: 5989.486328
	Iteration 10F: 3 clusters Score -2.248672e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -22492628.000000 Penalty: 5989.486328
	Iteration 11Q: 3 clusters Score -2.249263e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -22497042.000000 Penalty: 5989.486328
	Iteration 12Q: 3 clusters Score -2.249704e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149181 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -22500448.000000 Penalty: 5989.486328
	Iteration 13Q: 3 clusters Score -2.250045e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -22503070.000000 Penalty: 5989.486328
	Iteration 14Q: 3 clusters Score -2.250307e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156902 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -22505228.000000 Penalty: 5989.486328
	Iteration 15Q: 3 clusters Score -2.250523e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -22506984.000000 Penalty: 5989.486328
	Iteration 16Q: 3 clusters Score -2.250698e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -22508594.000000 Penalty: 5989.486328
	Iteration 17Q: 3 clusters Score -2.250859e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -22510128.000000 Penalty: 5989.486328
	Iteration 18Q: 3 clusters Score -2.251013e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -22511340.000000 Penalty: 5989.486328
	Iteration 19Q: 3 clusters Score -2.251134e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -22512314.000000 Penalty: 5989.486328
	Iteration 20F: 3 clusters Score -2.251231e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -22513020.000000 Penalty: 5989.486328
	Iteration 21Q: 3 clusters Score -2.251302e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -22513658.000000 Penalty: 5989.486328
	Iteration 22Q: 3 clusters Score -2.251366e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -22514108.000000 Penalty: 5989.486328
	Iteration 23Q: 3 clusters Score -2.251411e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172850 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -22514562.000000 Penalty: 5989.486328
	Iteration 24Q: 3 clusters Score -2.251456e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -22514820.000000 Penalty: 5989.486328
	Iteration 25Q: 3 clusters Score -2.251482e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -22515002.000000 Penalty: 5989.486328
	Iteration 26Q: 3 clusters Score -2.2515e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -22515102.000000 Penalty: 5989.486328
	Iteration 27Q: 3 clusters Score -2.25151e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22515184.000000 Penalty: 5989.486328
	Iteration 28Q: 3 clusters Score -2.251518e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174196 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22515282.000000 Penalty: 5989.486328
	Iteration 29Q: 3 clusters Score -2.251528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174286 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22515372.000000 Penalty: 5989.486328
	Iteration 30Q: 3 clusters Score -2.251537e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174342 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -22515420.000000 Penalty: 5989.486328
	Iteration 31Q: 3 clusters Score -2.251542e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22515408.000000 Penalty: 5989.486328
	Iteration 32Q: 3 clusters Score -2.251541e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174447 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -22515426.000000 Penalty: 5989.486328
	Iteration 33Q: 3 clusters Score -2.251543e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174495 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22515482.000000 Penalty: 5989.486328
	Iteration 34Q: 3 clusters Score -2.251548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -22515482.000000 Penalty: 5989.486328
	Iteration 35Q: 3 clusters Score -2.251548e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174548 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -22515496.000000 Penalty: 5989.486328
	Iteration 36Q: 3 clusters Score -2.25155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22515522.000000 Penalty: 5989.486328
	Iteration 37Q: 3 clusters Score -2.251552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174586 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22515520.000000 Penalty: 5989.486328
	Iteration 38Q: 3 clusters Score -2.251552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174606 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22515528.000000 Penalty: 5989.486328
	Iteration 39Q: 3 clusters Score -2.251553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22515544.000000 Penalty: 5989.486328
	Iteration 40F: 3 clusters Score -2.251554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174639 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22515576.000000 Penalty: 5989.486328
	Iteration 41Q: 3 clusters Score -2.251558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174652 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22515576.000000 Penalty: 5989.486328
	Iteration 42Q: 3 clusters Score -2.251558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174663 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22515588.000000 Penalty: 5989.486328
	Iteration 43Q: 3 clusters Score -2.251559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174672 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -22515576.000000 Penalty: 5989.486328
	Iteration 44Q: 3 clusters Score -2.251558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -22515588.000000 Penalty: 5989.486328
	Iteration 45Q: 3 clusters Score -2.251559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174679 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22515588.000000 Penalty: 5989.486328
	Iteration 46Q: 3 clusters Score -2.251559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174679 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22515596.000000 Penalty: 5989.486328
	Iteration 47Q: 3 clusters Score -2.25156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174683 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22515588.000000 Penalty: 5989.486328
	Iteration 48Q: 3 clusters Score -2.251559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174688 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22515592.000000 Penalty: 5989.486328
	Iteration 49Q: 3 clusters Score -2.251559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174689 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22515584.000000 Penalty: 5989.486328
	Iteration 50Q: 3 clusters Score -2.251558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174691 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -22515588.000000 Penalty: 5989.486328
	Iteration 51Q: 3 clusters Score -2.251559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174693 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -22515596.000000 Penalty: 5989.486328
	Iteration 52Q: 3 clusters Score -2.25156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174696 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22515598.000000 Penalty: 5989.486328
	Iteration 53Q: 3 clusters Score -2.25156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174702 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22515604.000000 Penalty: 5989.486328
	Iteration 54Q: 3 clusters Score -2.25156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174705 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22515612.000000 Penalty: 5989.486328
	Iteration 55Q: 3 clusters Score -2.251561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174709 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -22515610.000000 Penalty: 5989.486328
	Iteration 56Q: 3 clusters Score -2.251561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174717 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22515600.000000 Penalty: 5989.486328
	Iteration 57Q: 3 clusters Score -2.25156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22515596.000000 Penalty: 5989.486328
	Iteration 58Q: 3 clusters Score -2.25156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22515610.000000 Penalty: 5989.486328
	Iteration 59Q: 3 clusters Score -2.251561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174735 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22515610.000000 Penalty: 5989.486328
	Iteration 60F: 3 clusters Score -2.251561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174739 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -22515610.000000 Penalty: 5989.486328
	Iteration 61Q: 3 clusters Score -2.251561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174740 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22515618.000000 Penalty: 5989.486328
	Iteration 62Q: 3 clusters Score -2.251562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174740 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22515618.000000 Penalty: 5989.486328
	Iteration 63F: 3 clusters Score -2.251562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Entering Unmasked Estep 
Score: -127712.679688 Penalty: 1766.870605
	Iteration 0F: 2 clusters Score -127712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -125655.257812 Penalty: 3533.741211
	Iteration 0F: 3 clusters Score -125655.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126287.851562 Penalty: 3533.741211
	Iteration 1F: 3 clusters Score -126287.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -126595.078125 Penalty: 3533.741211
	Iteration 2F: 3 clusters Score -126595.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126989.890625 Penalty: 3533.741211
	Iteration 3F: 3 clusters Score -126989.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127908.265625 Penalty: 3533.741211
	Iteration 4F: 3 clusters Score -127908.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128847.257812 Penalty: 3533.741211
	Iteration 5F: 3 clusters Score -128847.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129429.320312 Penalty: 3533.741211
	Iteration 6Q: 3 clusters Score -129429.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -129741.914062 Penalty: 3533.741211
	Iteration 7Q: 3 clusters Score -129741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -129853.617188 Penalty: 3533.741211
	Iteration 8Q: 3 clusters Score -129853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -129877.257812 Penalty: 3533.741211
	Iteration 9Q: 3 clusters Score -129877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129899.640625 Penalty: 3533.741211
	Iteration 10Q: 3 clusters Score -129899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -129933.476562 Penalty: 3533.741211
	Iteration 11Q: 3 clusters Score -129933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129941.820312 Penalty: 3533.741211
	Iteration 12Q: 3 clusters Score -129941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -129947.476562 Penalty: 3533.741211
	Iteration 13Q: 3 clusters Score -129947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -129947.476562 Penalty: 3533.741211
	Iteration 14F: 3 clusters Score -129947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 268059 members 
Mstep: Class 5 contains 175532 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 64085 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 14 contains 185050 members 
Mstep: Class 16 contains 67956 members 
Mstep: Class 18 contains 18166 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 173375 members 
Mstep: Class 22 contains 56297 members 
Mstep: Class 23 contains 162266 members 
Entering Unmasked Estep 
Score: -149648832.000000 Penalty: 52041.296875
Splitting cluster 6 changes total score from -149646592.000000 to -149648832.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -126990.328125 Penalty: 1769.057373
	Iteration 0F: 2 clusters Score -126990.3 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 637 members 
Entering Unmasked Estep 
Score: -125004.828125 Penalty: 3538.114746
	Iteration 0F: 3 clusters Score -125004.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126572.484375 Penalty: 3538.114746
	Iteration 1F: 3 clusters Score -126572.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -128028.898438 Penalty: 3538.114746
	Iteration 2F: 3 clusters Score -128028.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -128527.609375 Penalty: 3538.114746
	Iteration 3F: 3 clusters Score -128527.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -128684.679688 Penalty: 3538.114746
	Iteration 4Q: 3 clusters Score -128684.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -128710.617188 Penalty: 3538.114746
	Iteration 5Q: 3 clusters Score -128710.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -128721.687500 Penalty: 3538.114746
	Iteration 6Q: 3 clusters Score -128721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -128724.835938 Penalty: 3538.114746
	Iteration 7Q: 3 clusters Score -128724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -128729.398438 Penalty: 3538.114746
	Iteration 8Q: 3 clusters Score -128729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -128733.742188 Penalty: 3538.114746
	Iteration 9Q: 3 clusters Score -128733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -128737.929688 Penalty: 3538.114746
	Iteration 10Q: 3 clusters Score -128737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -128739.218750 Penalty: 3538.114746
	Iteration 11Q: 3 clusters Score -128739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -128739.218750 Penalty: 3538.114746
	Iteration 12F: 3 clusters Score -128739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 268059 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 5 contains 175532 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 64085 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 14 contains 185050 members 
Mstep: Class 16 contains 67956 members 
Mstep: Class 18 contains 18166 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 173375 members 
Mstep: Class 22 contains 56297 members 
Mstep: Class 23 contains 162266 members 
Entering Unmasked Estep 
Score: -149648768.000000 Penalty: 55510.718750
Splitting cluster 7 changes total score from -149646592.000000 to -149648768.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (10885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Entering Unmasked Estep 
Score: -1413230.375000 Penalty: 2305.195068
	Iteration 0F: 2 clusters Score -1413230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1405044.250000 Penalty: 4610.390137
	Iteration 0F: 3 clusters Score -1405044 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1407449.500000 Penalty: 4610.390137
	Iteration 1F: 3 clusters Score -1407450 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1407672.875000 Penalty: 4610.390137
	Iteration 2F: 3 clusters Score -1407673 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1407843.375000 Penalty: 4610.390137
	Iteration 3Q: 3 clusters Score -1407843 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1407965.250000 Penalty: 4610.390137
	Iteration 4Q: 3 clusters Score -1407965 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1408088.375000 Penalty: 4610.390137
	Iteration 5Q: 3 clusters Score -1408088 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1408169.750000 Penalty: 4610.390137
	Iteration 6Q: 3 clusters Score -1408170 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1408240.250000 Penalty: 4610.390137
	Iteration 7Q: 3 clusters Score -1408240 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1408298.250000 Penalty: 4610.390137
	Iteration 8Q: 3 clusters Score -1408298 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1408367.250000 Penalty: 4610.390137
	Iteration 9Q: 3 clusters Score -1408367 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1408438.375000 Penalty: 4610.390137
	Iteration 10Q: 3 clusters Score -1408438 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1408526.875000 Penalty: 4610.390137
	Iteration 11Q: 3 clusters Score -1408527 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1408627.875000 Penalty: 4610.390137
	Iteration 12Q: 3 clusters Score -1408628 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1408752.625000 Penalty: 4610.390137
	Iteration 13Q: 3 clusters Score -1408753 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1408894.625000 Penalty: 4610.390137
	Iteration 14Q: 3 clusters Score -1408895 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1409103.500000 Penalty: 4610.390137
	Iteration 15Q: 3 clusters Score -1409104 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1409365.750000 Penalty: 4610.390137
	Iteration 16Q: 3 clusters Score -1409366 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1409692.500000 Penalty: 4610.390137
	Iteration 17Q: 3 clusters Score -1409692 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1410062.250000 Penalty: 4610.390137
	Iteration 18Q: 3 clusters Score -1410062 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1410395.750000 Penalty: 4610.390137
	Iteration 19Q: 3 clusters Score -1410396 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1410635.750000 Penalty: 4610.390137
	Iteration 20F: 3 clusters Score -1410636 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1410773.000000 Penalty: 4610.390137
	Iteration 21Q: 3 clusters Score -1410773 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1410868.875000 Penalty: 4610.390137
	Iteration 22Q: 3 clusters Score -1410869 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1410950.500000 Penalty: 4610.390137
	Iteration 23Q: 3 clusters Score -1410950 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1410993.500000 Penalty: 4610.390137
	Iteration 24Q: 3 clusters Score -1410994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1411025.125000 Penalty: 4610.390137
	Iteration 25Q: 3 clusters Score -1411025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1411047.750000 Penalty: 4610.390137
	Iteration 26Q: 3 clusters Score -1411048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1411067.250000 Penalty: 4610.390137
	Iteration 27Q: 3 clusters Score -1411067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1411083.375000 Penalty: 4610.390137
	Iteration 28Q: 3 clusters Score -1411083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1411098.250000 Penalty: 4610.390137
	Iteration 29Q: 3 clusters Score -1411098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1411106.250000 Penalty: 4610.390137
	Iteration 30Q: 3 clusters Score -1411106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1411111.750000 Penalty: 4610.390137
	Iteration 31Q: 3 clusters Score -1411112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1411120.000000 Penalty: 4610.390137
	Iteration 32Q: 3 clusters Score -1411120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1411123.500000 Penalty: 4610.390137
	Iteration 33Q: 3 clusters Score -1411124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1411125.250000 Penalty: 4610.390137
	Iteration 34Q: 3 clusters Score -1411125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1411131.125000 Penalty: 4610.390137
	Iteration 35Q: 3 clusters Score -1411131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1411135.625000 Penalty: 4610.390137
	Iteration 36Q: 3 clusters Score -1411136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1411137.625000 Penalty: 4610.390137
	Iteration 37Q: 3 clusters Score -1411138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1411139.625000 Penalty: 4610.390137
	Iteration 38Q: 3 clusters Score -1411140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1411141.500000 Penalty: 4610.390137
	Iteration 39Q: 3 clusters Score -1411142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1411144.625000 Penalty: 4610.390137
	Iteration 40F: 3 clusters Score -1411145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1411145.875000 Penalty: 4610.390137
	Iteration 41Q: 3 clusters Score -1411146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1411149.375000 Penalty: 4610.390137
	Iteration 42Q: 3 clusters Score -1411149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1411152.125000 Penalty: 4610.390137
	Iteration 43Q: 3 clusters Score -1411152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1411151.000000 Penalty: 4610.390137
	Iteration 44Q: 3 clusters Score -1411151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1411151.125000 Penalty: 4610.390137
	Iteration 45Q: 3 clusters Score -1411151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1411151.875000 Penalty: 4610.390137
	Iteration 46Q: 3 clusters Score -1411152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1411153.500000 Penalty: 4610.390137
	Iteration 47Q: 3 clusters Score -1411154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1411153.875000 Penalty: 4610.390137
	Iteration 48Q: 3 clusters Score -1411154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1411157.125000 Penalty: 4610.390137
	Iteration 49Q: 3 clusters Score -1411157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1411159.875000 Penalty: 4610.390137
	Iteration 50Q: 3 clusters Score -1411160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1411161.500000 Penalty: 4610.390137
	Iteration 51Q: 3 clusters Score -1411162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1411166.250000 Penalty: 4610.390137
	Iteration 52Q: 3 clusters Score -1411166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1411164.000000 Penalty: 4610.390137
	Iteration 53Q: 3 clusters Score -1411164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1411167.500000 Penalty: 4610.390137
	Iteration 54Q: 3 clusters Score -1411168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1411168.500000 Penalty: 4610.390137
	Iteration 55Q: 3 clusters Score -1411168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1411169.875000 Penalty: 4610.390137
	Iteration 56Q: 3 clusters Score -1411170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1411173.500000 Penalty: 4610.390137
	Iteration 57Q: 3 clusters Score -1411174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1411179.250000 Penalty: 4610.390137
	Iteration 58Q: 3 clusters Score -1411179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1411178.250000 Penalty: 4610.390137
	Iteration 59Q: 3 clusters Score -1411178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1411181.625000 Penalty: 4610.390137
	Iteration 60F: 3 clusters Score -1411182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1411185.000000 Penalty: 4610.390137
	Iteration 61Q: 3 clusters Score -1411185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1411186.500000 Penalty: 4610.390137
	Iteration 62Q: 3 clusters Score -1411186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1411189.750000 Penalty: 4610.390137
	Iteration 63Q: 3 clusters Score -1411190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1411191.375000 Penalty: 4610.390137
	Iteration 64Q: 3 clusters Score -1411191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1411195.250000 Penalty: 4610.390137
	Iteration 65Q: 3 clusters Score -1411195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1411197.875000 Penalty: 4610.390137
	Iteration 66Q: 3 clusters Score -1411198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1411199.625000 Penalty: 4610.390137
	Iteration 67Q: 3 clusters Score -1411200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1411206.750000 Penalty: 4610.390137
	Iteration 68Q: 3 clusters Score -1411207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1411209.000000 Penalty: 4610.390137
	Iteration 69Q: 3 clusters Score -1411209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1411207.375000 Penalty: 4610.390137
	Iteration 70Q: 3 clusters Score -1411207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1411208.375000 Penalty: 4610.390137
	Iteration 71Q: 3 clusters Score -1411208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1411211.625000 Penalty: 4610.390137
	Iteration 72Q: 3 clusters Score -1411212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1411212.375000 Penalty: 4610.390137
	Iteration 73Q: 3 clusters Score -1411212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1411211.500000 Penalty: 4610.390137
	Iteration 74Q: 3 clusters Score -1411212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1411211.875000 Penalty: 4610.390137
	Iteration 75Q: 3 clusters Score -1411212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1411214.750000 Penalty: 4610.390137
	Iteration 76Q: 3 clusters Score -1411215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1411220.625000 Penalty: 4610.390137
	Iteration 77Q: 3 clusters Score -1411221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1411219.250000 Penalty: 4610.390137
	Iteration 78Q: 3 clusters Score -1411219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1411217.875000 Penalty: 4610.390137
	Iteration 79Q: 3 clusters Score -1411218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1411219.125000 Penalty: 4610.390137
	Iteration 80F: 3 clusters Score -1411219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1411221.625000 Penalty: 4610.390137
	Iteration 81Q: 3 clusters Score -1411222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1411222.500000 Penalty: 4610.390137
	Iteration 82Q: 3 clusters Score -1411222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1411221.250000 Penalty: 4610.390137
	Iteration 83Q: 3 clusters Score -1411221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1411219.500000 Penalty: 4610.390137
	Iteration 84Q: 3 clusters Score -1411220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1411224.000000 Penalty: 4610.390137
	Iteration 85Q: 3 clusters Score -1411224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1411222.875000 Penalty: 4610.390137
	Iteration 86Q: 3 clusters Score -1411223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1411221.500000 Penalty: 4610.390137
	Iteration 87Q: 3 clusters Score -1411222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1411224.750000 Penalty: 4610.390137
	Iteration 88Q: 3 clusters Score -1411225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1411226.125000 Penalty: 4610.390137
	Iteration 89Q: 3 clusters Score -1411226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1411227.750000 Penalty: 4610.390137
	Iteration 90Q: 3 clusters Score -1411228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1411225.500000 Penalty: 4610.390137
	Iteration 91Q: 3 clusters Score -1411226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1411225.875000 Penalty: 4610.390137
	Iteration 92Q: 3 clusters Score -1411226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1411225.750000 Penalty: 4610.390137
	Iteration 93Q: 3 clusters Score -1411226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1411226.375000 Penalty: 4610.390137
	Iteration 94Q: 3 clusters Score -1411226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1411225.750000 Penalty: 4610.390137
	Iteration 95Q: 3 clusters Score -1411226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1411227.500000 Penalty: 4610.390137
	Iteration 96Q: 3 clusters Score -1411228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1411225.750000 Penalty: 4610.390137
	Iteration 97Q: 3 clusters Score -1411226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1411225.500000 Penalty: 4610.390137
	Iteration 98Q: 3 clusters Score -1411226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1411227.375000 Penalty: 4610.390137
	Iteration 99Q: 3 clusters Score -1411227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1411230.250000 Penalty: 4610.390137
	Iteration 100F: 3 clusters Score -1411230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1411231.500000 Penalty: 4610.390137
	Iteration 101Q: 3 clusters Score -1411232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1411235.750000 Penalty: 4610.390137
	Iteration 102Q: 3 clusters Score -1411236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1411235.125000 Penalty: 4610.390137
	Iteration 103Q: 3 clusters Score -1411235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1411234.500000 Penalty: 4610.390137
	Iteration 104Q: 3 clusters Score -1411234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1411234.875000 Penalty: 4610.390137
	Iteration 105Q: 3 clusters Score -1411235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1411235.625000 Penalty: 4610.390137
	Iteration 106Q: 3 clusters Score -1411236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1411236.750000 Penalty: 4610.390137
	Iteration 107Q: 3 clusters Score -1411237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1411236.750000 Penalty: 4610.390137
	Iteration 108Q: 3 clusters Score -1411237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1411236.625000 Penalty: 4610.390137
	Iteration 109Q: 3 clusters Score -1411237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1411242.750000 Penalty: 4610.390137
	Iteration 110Q: 3 clusters Score -1411243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1411240.375000 Penalty: 4610.390137
	Iteration 111Q: 3 clusters Score -1411240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1411246.625000 Penalty: 4610.390137
	Iteration 112Q: 3 clusters Score -1411247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1411247.625000 Penalty: 4610.390137
	Iteration 113Q: 3 clusters Score -1411248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1411249.000000 Penalty: 4610.390137
	Iteration 114Q: 3 clusters Score -1411249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1411251.000000 Penalty: 4610.390137
	Iteration 115Q: 3 clusters Score -1411251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1411253.500000 Penalty: 4610.390137
	Iteration 116Q: 3 clusters Score -1411254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1411256.875000 Penalty: 4610.390137
	Iteration 117Q: 3 clusters Score -1411257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1411254.625000 Penalty: 4610.390137
	Iteration 118Q: 3 clusters Score -1411255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1411259.250000 Penalty: 4610.390137
	Iteration 119Q: 3 clusters Score -1411259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1411262.625000 Penalty: 4610.390137
	Iteration 120F: 3 clusters Score -1411263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1411266.375000 Penalty: 4610.390137
	Iteration 121Q: 3 clusters Score -1411266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1411264.625000 Penalty: 4610.390137
	Iteration 122Q: 3 clusters Score -1411265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1411268.750000 Penalty: 4610.390137
	Iteration 123Q: 3 clusters Score -1411269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1411271.750000 Penalty: 4610.390137
	Iteration 124Q: 3 clusters Score -1411272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1411271.875000 Penalty: 4610.390137
	Iteration 125Q: 3 clusters Score -1411272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1411275.375000 Penalty: 4610.390137
	Iteration 126Q: 3 clusters Score -1411275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1411276.250000 Penalty: 4610.390137
	Iteration 127Q: 3 clusters Score -1411276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1411276.750000 Penalty: 4610.390137
	Iteration 128Q: 3 clusters Score -1411277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1411278.875000 Penalty: 4610.390137
	Iteration 129Q: 3 clusters Score -1411279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1411278.000000 Penalty: 4610.390137
	Iteration 130Q: 3 clusters Score -1411278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1411278.750000 Penalty: 4610.390137
	Iteration 131Q: 3 clusters Score -1411279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1411281.750000 Penalty: 4610.390137
	Iteration 132Q: 3 clusters Score -1411282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1411282.750000 Penalty: 4610.390137
	Iteration 133Q: 3 clusters Score -1411283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1411280.750000 Penalty: 4610.390137
	Iteration 134Q: 3 clusters Score -1411281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1411281.625000 Penalty: 4610.390137
	Iteration 135Q: 3 clusters Score -1411282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1411281.875000 Penalty: 4610.390137
	Iteration 136Q: 3 clusters Score -1411282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1411282.375000 Penalty: 4610.390137
	Iteration 137Q: 3 clusters Score -1411282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1411282.625000 Penalty: 4610.390137
	Iteration 138Q: 3 clusters Score -1411283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1411282.250000 Penalty: 4610.390137
	Iteration 139Q: 3 clusters Score -1411282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1411283.375000 Penalty: 4610.390137
	Iteration 140F: 3 clusters Score -1411283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (64085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Entering Unmasked Estep 
Score: -8222574.000000 Penalty: 2744.855469
	Iteration 0F: 2 clusters Score -8222574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -8179553.000000 Penalty: 5489.710938
	Iteration 0F: 3 clusters Score -8179553 nChanged 29775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -8196039.000000 Penalty: 5489.710938
	Iteration 1F: 3 clusters Score -8196039 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -8196588.000000 Penalty: 5489.710938
	Iteration 2Q: 3 clusters Score -8196588 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -8197093.500000 Penalty: 5489.710938
	Iteration 3Q: 3 clusters Score -8197094 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -8197722.500000 Penalty: 5489.710938
	Iteration 4Q: 3 clusters Score -8197722 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -8198583.000000 Penalty: 5489.710938
	Iteration 5Q: 3 clusters Score -8198583 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -8199893.500000 Penalty: 5489.710938
	Iteration 6Q: 3 clusters Score -8199894 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8201948.500000 Penalty: 5489.710938
	Iteration 7F: 3 clusters Score -8201948 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -8205327.500000 Penalty: 5489.710938
	Iteration 8F: 3 clusters Score -8205328 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -8209649.000000 Penalty: 5489.710938
	Iteration 9F: 3 clusters Score -8209649 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -8214033.500000 Penalty: 5489.710938
	Iteration 10F: 3 clusters Score -8214034 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -8217218.500000 Penalty: 5489.710938
	Iteration 11F: 3 clusters Score -8217218 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -8218974.500000 Penalty: 5489.710938
	Iteration 12Q: 3 clusters Score -8218974 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -8219778.500000 Penalty: 5489.710938
	Iteration 13Q: 3 clusters Score -8219778 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -8220213.000000 Penalty: 5489.710938
	Iteration 14Q: 3 clusters Score -8220213 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -8220444.000000 Penalty: 5489.710938
	Iteration 15Q: 3 clusters Score -8220444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -8220611.500000 Penalty: 5489.710938
	Iteration 16Q: 3 clusters Score -8220612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -8220721.500000 Penalty: 5489.710938
	Iteration 17Q: 3 clusters Score -8220722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -8220769.500000 Penalty: 5489.710938
	Iteration 18Q: 3 clusters Score -8220770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -8220821.000000 Penalty: 5489.710938
	Iteration 19Q: 3 clusters Score -8220821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -8220824.000000 Penalty: 5489.710938
	Iteration 20F: 3 clusters Score -8220824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -8220828.000000 Penalty: 5489.710938
	Iteration 21Q: 3 clusters Score -8220828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -8220832.500000 Penalty: 5489.710938
	Iteration 22Q: 3 clusters Score -8220832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -8220841.500000 Penalty: 5489.710938
	Iteration 23Q: 3 clusters Score -8220842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -8220849.000000 Penalty: 5489.710938
	Iteration 24Q: 3 clusters Score -8220849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8220864.000000 Penalty: 5489.710938
	Iteration 25Q: 3 clusters Score -8220864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -8220853.000000 Penalty: 5489.710938
	Iteration 26Q: 3 clusters Score -8220853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -8220861.000000 Penalty: 5489.710938
	Iteration 27Q: 3 clusters Score -8220861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -8220872.500000 Penalty: 5489.710938
	Iteration 28Q: 3 clusters Score -8220872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -8220875.000000 Penalty: 5489.710938
	Iteration 29Q: 3 clusters Score -8220875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8220871.000000 Penalty: 5489.710938
	Iteration 30Q: 3 clusters Score -8220871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -8220871.000000 Penalty: 5489.710938
	Iteration 31F: 3 clusters Score -8220871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -542732.375000 Penalty: 2077.384521
	Iteration 0F: 2 clusters Score -542732.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -538593.000000 Penalty: 4154.769043
	Iteration 0F: 3 clusters Score -538593 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -539575.812500 Penalty: 4154.769043
	Iteration 1F: 3 clusters Score -539575.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -539772.062500 Penalty: 4154.769043
	Iteration 2F: 3 clusters Score -539772.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -539903.125000 Penalty: 4154.769043
	Iteration 3Q: 3 clusters Score -539903.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -540000.000000 Penalty: 4154.769043
	Iteration 4Q: 3 clusters Score -540000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -540073.375000 Penalty: 4154.769043
	Iteration 5Q: 3 clusters Score -540073.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -540129.687500 Penalty: 4154.769043
	Iteration 6Q: 3 clusters Score -540129.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -540170.875000 Penalty: 4154.769043
	Iteration 7Q: 3 clusters Score -540170.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -540202.750000 Penalty: 4154.769043
	Iteration 8Q: 3 clusters Score -540202.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -540228.937500 Penalty: 4154.769043
	Iteration 9Q: 3 clusters Score -540228.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -540251.750000 Penalty: 4154.769043
	Iteration 10Q: 3 clusters Score -540251.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -540268.937500 Penalty: 4154.769043
	Iteration 11Q: 3 clusters Score -540268.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -540289.187500 Penalty: 4154.769043
	Iteration 12Q: 3 clusters Score -540289.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -540308.187500 Penalty: 4154.769043
	Iteration 13Q: 3 clusters Score -540308.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -540327.375000 Penalty: 4154.769043
	Iteration 14Q: 3 clusters Score -540327.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -540348.375000 Penalty: 4154.769043
	Iteration 15Q: 3 clusters Score -540348.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -540372.250000 Penalty: 4154.769043
	Iteration 16Q: 3 clusters Score -540372.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -540406.750000 Penalty: 4154.769043
	Iteration 17Q: 3 clusters Score -540406.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -540447.312500 Penalty: 4154.769043
	Iteration 18Q: 3 clusters Score -540447.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -540493.937500 Penalty: 4154.769043
	Iteration 19Q: 3 clusters Score -540493.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -540547.312500 Penalty: 4154.769043
	Iteration 20F: 3 clusters Score -540547.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -540628.125000 Penalty: 4154.769043
	Iteration 21Q: 3 clusters Score -540628.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -540726.250000 Penalty: 4154.769043
	Iteration 22Q: 3 clusters Score -540726.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -540859.312500 Penalty: 4154.769043
	Iteration 23Q: 3 clusters Score -540859.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -540987.062500 Penalty: 4154.769043
	Iteration 24Q: 3 clusters Score -540987.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -541103.062500 Penalty: 4154.769043
	Iteration 25Q: 3 clusters Score -541103.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -541219.750000 Penalty: 4154.769043
	Iteration 26Q: 3 clusters Score -541219.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -541342.312500 Penalty: 4154.769043
	Iteration 27Q: 3 clusters Score -541342.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -541495.500000 Penalty: 4154.769043
	Iteration 28Q: 3 clusters Score -541495.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -541677.312500 Penalty: 4154.769043
	Iteration 29Q: 3 clusters Score -541677.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -541892.875000 Penalty: 4154.769043
	Iteration 30Q: 3 clusters Score -541892.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -542095.625000 Penalty: 4154.769043
	Iteration 31Q: 3 clusters Score -542095.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -542213.250000 Penalty: 4154.769043
	Iteration 32Q: 3 clusters Score -542213.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -542277.687500 Penalty: 4154.769043
	Iteration 33Q: 3 clusters Score -542277.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -542333.375000 Penalty: 4154.769043
	Iteration 34Q: 3 clusters Score -542333.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -542362.625000 Penalty: 4154.769043
	Iteration 35Q: 3 clusters Score -542362.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -542375.062500 Penalty: 4154.769043
	Iteration 36Q: 3 clusters Score -542375.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -542381.312500 Penalty: 4154.769043
	Iteration 37Q: 3 clusters Score -542381.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -542386.812500 Penalty: 4154.769043
	Iteration 38Q: 3 clusters Score -542386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -542390.187500 Penalty: 4154.769043
	Iteration 39Q: 3 clusters Score -542390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -542389.750000 Penalty: 4154.769043
	Iteration 40F: 3 clusters Score -542389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -542391.312500 Penalty: 4154.769043
	Iteration 41Q: 3 clusters Score -542391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -542391.187500 Penalty: 4154.769043
	Iteration 42Q: 3 clusters Score -542391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -542391.187500 Penalty: 4154.769043
	Iteration 43F: 3 clusters Score -542391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (185050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Entering Unmasked Estep 
Score: -23715002.000000 Penalty: 3007.838623
	Iteration 0F: 2 clusters Score -2.3715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -23594814.000000 Penalty: 6015.677246
	Iteration 0F: 3 clusters Score -2.359481e+07 nChanged 89026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93036 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -23646776.000000 Penalty: 6015.677246
	Iteration 1F: 3 clusters Score -2.364678e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -23647582.000000 Penalty: 6015.677246
	Iteration 2Q: 3 clusters Score -2.364758e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -23648438.000000 Penalty: 6015.677246
	Iteration 3Q: 3 clusters Score -2.364844e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -23649484.000000 Penalty: 6015.677246
	Iteration 4Q: 3 clusters Score -2.364948e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96766 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -23650934.000000 Penalty: 6015.677246
	Iteration 5Q: 3 clusters Score -2.365093e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -23652558.000000 Penalty: 6015.677246
	Iteration 6Q: 3 clusters Score -2.365256e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -23655000.000000 Penalty: 6015.677246
	Iteration 7Q: 3 clusters Score -2.3655e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 77039 members 
Entering Unmasked Estep 
Score: -23658106.000000 Penalty: 6015.677246
	Iteration 8Q: 3 clusters Score -2.365811e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114823 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -23662254.000000 Penalty: 6015.677246
	Iteration 9Q: 3 clusters Score -2.366225e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -23667878.000000 Penalty: 6015.677246
	Iteration 10F: 3 clusters Score -2.366788e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133523 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -23674706.000000 Penalty: 6015.677246
	Iteration 11F: 3 clusters Score -2.367471e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144461 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -23682326.000000 Penalty: 6015.677246
	Iteration 12F: 3 clusters Score -2.368233e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -23690784.000000 Penalty: 6015.677246
	Iteration 13F: 3 clusters Score -2.369078e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -23699272.000000 Penalty: 6015.677246
	Iteration 14F: 3 clusters Score -2.369927e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -23706000.000000 Penalty: 6015.677246
	Iteration 15Q: 3 clusters Score -2.3706e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180041 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -23709852.000000 Penalty: 6015.677246
	Iteration 16Q: 3 clusters Score -2.370985e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23711318.000000 Penalty: 6015.677246
	Iteration 17Q: 3 clusters Score -2.371132e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184060 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -23711924.000000 Penalty: 6015.677246
	Iteration 18Q: 3 clusters Score -2.371192e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184458 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -23712188.000000 Penalty: 6015.677246
	Iteration 19Q: 3 clusters Score -2.371219e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23712330.000000 Penalty: 6015.677246
	Iteration 20F: 3 clusters Score -2.371233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184657 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -23712382.000000 Penalty: 6015.677246
	Iteration 21Q: 3 clusters Score -2.371238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184689 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23712410.000000 Penalty: 6015.677246
	Iteration 22Q: 3 clusters Score -2.371241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184705 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23712432.000000 Penalty: 6015.677246
	Iteration 23Q: 3 clusters Score -2.371243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184716 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23712458.000000 Penalty: 6015.677246
	Iteration 24Q: 3 clusters Score -2.371246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184722 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23712472.000000 Penalty: 6015.677246
	Iteration 25Q: 3 clusters Score -2.371247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23712492.000000 Penalty: 6015.677246
	Iteration 26Q: 3 clusters Score -2.371249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184733 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23712498.000000 Penalty: 6015.677246
	Iteration 27Q: 3 clusters Score -2.37125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184741 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23712496.000000 Penalty: 6015.677246
	Iteration 28Q: 3 clusters Score -2.37125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184742 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23712484.000000 Penalty: 6015.677246
	Iteration 29Q: 3 clusters Score -2.371248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184745 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23712484.000000 Penalty: 6015.677246
	Iteration 30Q: 3 clusters Score -2.371248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23712480.000000 Penalty: 6015.677246
	Iteration 31Q: 3 clusters Score -2.371248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184752 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23712486.000000 Penalty: 6015.677246
	Iteration 32Q: 3 clusters Score -2.371249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184756 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23712502.000000 Penalty: 6015.677246
	Iteration 33Q: 3 clusters Score -2.37125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23712506.000000 Penalty: 6015.677246
	Iteration 34Q: 3 clusters Score -2.371251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184759 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23712516.000000 Penalty: 6015.677246
	Iteration 35Q: 3 clusters Score -2.371252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23712504.000000 Penalty: 6015.677246
	Iteration 36Q: 3 clusters Score -2.37125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23712504.000000 Penalty: 6015.677246
	Iteration 37F: 3 clusters Score -2.37125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Entering Unmasked Estep 
Score: -8420673.000000 Penalty: 2759.400635
	Iteration 0F: 2 clusters Score -8420673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8375370.000000 Penalty: 5518.801270
	Iteration 0F: 3 clusters Score -8375370 nChanged 31716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -8392729.000000 Penalty: 5518.801270
	Iteration 1F: 3 clusters Score -8392729 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -8393335.000000 Penalty: 5518.801270
	Iteration 2Q: 3 clusters Score -8393335 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -8394027.000000 Penalty: 5518.801270
	Iteration 3Q: 3 clusters Score -8394027 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -8394873.000000 Penalty: 5518.801270
	Iteration 4Q: 3 clusters Score -8394873 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -8395979.000000 Penalty: 5518.801270
	Iteration 5Q: 3 clusters Score -8395979 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8397215.000000 Penalty: 5518.801270
	Iteration 6Q: 3 clusters Score -8397215 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -8398913.000000 Penalty: 5518.801270
	Iteration 7Q: 3 clusters Score -8398913 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -8401160.000000 Penalty: 5518.801270
	Iteration 8F: 3 clusters Score -8401160 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -8404066.000000 Penalty: 5518.801270
	Iteration 9F: 3 clusters Score -8404066 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8407517.000000 Penalty: 5518.801270
	Iteration 10F: 3 clusters Score -8407517 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -8411058.000000 Penalty: 5518.801270
	Iteration 11F: 3 clusters Score -8411058 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -8413522.000000 Penalty: 5518.801270
	Iteration 12F: 3 clusters Score -8413522 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -8414863.000000 Penalty: 5518.801270
	Iteration 13Q: 3 clusters Score -8414863 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -8415496.000000 Penalty: 5518.801270
	Iteration 14Q: 3 clusters Score -8415496 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -8415768.000000 Penalty: 5518.801270
	Iteration 15Q: 3 clusters Score -8415768 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -8415826.000000 Penalty: 5518.801270
	Iteration 16Q: 3 clusters Score -8415826 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -8415907.000000 Penalty: 5518.801270
	Iteration 17Q: 3 clusters Score -8415907 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -8415947.000000 Penalty: 5518.801270
	Iteration 18Q: 3 clusters Score -8415947 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -8415964.000000 Penalty: 5518.801270
	Iteration 19Q: 3 clusters Score -8415964 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8416000.000000 Penalty: 5518.801270
	Iteration 20F: 3 clusters Score -8416000 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -8416017.000000 Penalty: 5518.801270
	Iteration 21Q: 3 clusters Score -8416017 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8416043.000000 Penalty: 5518.801270
	Iteration 22Q: 3 clusters Score -8416043 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -8416050.000000 Penalty: 5518.801270
	Iteration 23Q: 3 clusters Score -8416050 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -8416095.000000 Penalty: 5518.801270
	Iteration 24Q: 3 clusters Score -8416095 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8416121.000000 Penalty: 5518.801270
	Iteration 25Q: 3 clusters Score -8416121 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8416119.000000 Penalty: 5518.801270
	Iteration 26Q: 3 clusters Score -8416119 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8416146.000000 Penalty: 5518.801270
	Iteration 27Q: 3 clusters Score -8416146 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -8416142.000000 Penalty: 5518.801270
	Iteration 28Q: 3 clusters Score -8416142 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -8416167.000000 Penalty: 5518.801270
	Iteration 29Q: 3 clusters Score -8416167 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8416187.000000 Penalty: 5518.801270
	Iteration 30Q: 3 clusters Score -8416187 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8416208.000000 Penalty: 5518.801270
	Iteration 31Q: 3 clusters Score -8416208 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -8416195.000000 Penalty: 5518.801270
	Iteration 32Q: 3 clusters Score -8416195 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -8416237.000000 Penalty: 5518.801270
	Iteration 33Q: 3 clusters Score -8416237 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -8416256.000000 Penalty: 5518.801270
	Iteration 34Q: 3 clusters Score -8416256 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -8416284.000000 Penalty: 5518.801270
	Iteration 35Q: 3 clusters Score -8416284 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -8416305.000000 Penalty: 5518.801270
	Iteration 36Q: 3 clusters Score -8416305 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -8416340.000000 Penalty: 5518.801270
	Iteration 37Q: 3 clusters Score -8416340 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -8416351.000000 Penalty: 5518.801270
	Iteration 38Q: 3 clusters Score -8416351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -8416411.000000 Penalty: 5518.801270
	Iteration 39Q: 3 clusters Score -8416411 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -8416467.000000 Penalty: 5518.801270
	Iteration 40F: 3 clusters Score -8416467 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8416500.000000 Penalty: 5518.801270
	Iteration 41Q: 3 clusters Score -8416500 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -8416547.000000 Penalty: 5518.801270
	Iteration 42Q: 3 clusters Score -8416547 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -8416573.000000 Penalty: 5518.801270
	Iteration 43Q: 3 clusters Score -8416573 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8416673 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8416719 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8416768 nChanged 455
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8416813 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8416857 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8416876 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8416950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8416984 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8417006 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8417048 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8417129 nChanged 426
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Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8417178 nChanged 457
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Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8417223 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -8417293.000000 Penalty: 5518.801270
	Iteration 58Q: 3 clusters Score -8417293 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -8417325.000000 Penalty: 5518.801270
	Iteration 59Q: 3 clusters Score -8417325 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -8417365.000000 Penalty: 5518.801270
	Iteration 60F: 3 clusters Score -8417365 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8417421.000000 Penalty: 5518.801270
	Iteration 61Q: 3 clusters Score -8417421 nChanged 443
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8417467 nChanged 437
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Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8417500 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8417539 nChanged 442
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Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8417607.000000 Penalty: 5518.801270
	Iteration 65Q: 3 clusters Score -8417607 nChanged 439
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8417647 nChanged 431
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8417731 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8417779 nChanged 389
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Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -8417815.000000 Penalty: 5518.801270
	Iteration 69Q: 3 clusters Score -8417815 nChanged 379
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Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8417860 nChanged 379
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Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8417927 nChanged 363
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Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8417973 nChanged 340
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Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8418022 nChanged 360
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Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8418070 nChanged 358
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -8418092.000000 Penalty: 5518.801270
	Iteration 75Q: 3 clusters Score -8418092 nChanged 351
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8418146 nChanged 358
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Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -8418159.000000 Penalty: 5518.801270
	Iteration 77Q: 3 clusters Score -8418159 nChanged 309
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Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8418186 nChanged 323
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Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8418209 nChanged 273
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Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -8418227.000000 Penalty: 5518.801270
	Iteration 80F: 3 clusters Score -8418227 nChanged 287
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Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8418243 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -8418260.000000 Penalty: 5518.801270
	Iteration 82Q: 3 clusters Score -8418260 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -8418288.000000 Penalty: 5518.801270
	Iteration 83Q: 3 clusters Score -8418288 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -8418358.000000 Penalty: 5518.801270
	Iteration 84Q: 3 clusters Score -8418358 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -8418394.000000 Penalty: 5518.801270
	Iteration 85Q: 3 clusters Score -8418394 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8418401 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8418439 nChanged 237
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Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8418460 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8418485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8418508 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -8418521.000000 Penalty: 5518.801270
	Iteration 91Q: 3 clusters Score -8418521 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8418531 nChanged 175
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Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8418540 nChanged 178
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Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8418570 nChanged 190
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Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8418586 nChanged 185
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Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8418597 nChanged 164
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Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8418624 nChanged 153
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Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8418655 nChanged 146
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Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8418685 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -8418720.000000 Penalty: 5518.801270
	Iteration 100F: 3 clusters Score -8418720 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -8418717.000000 Penalty: 5518.801270
	Iteration 101Q: 3 clusters Score -8418717 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8418737 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8418743 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56428 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8418751 nChanged 94
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Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8418768 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8418776 nChanged 91
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Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -8418756.000000 Penalty: 5518.801270
	Iteration 107Q: 3 clusters Score -8418756 nChanged 83
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Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8418779 nChanged 76
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Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8418763 nChanged 77
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Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8418775 nChanged 85
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Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8418773 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8418782 nChanged 75
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Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8418792 nChanged 56
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Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8418801 nChanged 63
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Mstep: Class 1 contains 57271 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8418812 nChanged 64
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Mstep: Class 1 contains 57335 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8418820 nChanged 67
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Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8418818 nChanged 66
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8418823 nChanged 74
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8418818 nChanged 75
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Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -8418830.000000 Penalty: 5518.801270
	Iteration 120F: 3 clusters Score -8418830 nChanged 74
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Mstep: Class 1 contains 57667 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8418832 nChanged 77
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Mstep: Class 1 contains 57740 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8418845 nChanged 67
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Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8418845 nChanged 57
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Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8418840 nChanged 43
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Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8418854 nChanged 39
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Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8418842 nChanged 38
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Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8418844 nChanged 39
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8418844 nChanged 39
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Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8418861 nChanged 28
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8418877 nChanged 20
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Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8418879 nChanged 25
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8418882 nChanged 23
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8418868 nChanged 17
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Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8418872 nChanged 17
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8418878 nChanged 21
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Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8418875 nChanged 24
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Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8418870 nChanged 22
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Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -8418878.000000 Penalty: 5518.801270
	Iteration 138Q: 3 clusters Score -8418878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -8418884.000000 Penalty: 5518.801270
	Iteration 139Q: 3 clusters Score -8418884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8418886.000000 Penalty: 5518.801270
	Iteration 140F: 3 clusters Score -8418886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -8418889.000000 Penalty: 5518.801270
	Iteration 141Q: 3 clusters Score -8418889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8418887.000000 Penalty: 5518.801270
	Iteration 142Q: 3 clusters Score -8418887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -8418887.000000 Penalty: 5518.801270
	Iteration 143Q: 3 clusters Score -8418887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -8418884.000000 Penalty: 5518.801270
	Iteration 144Q: 3 clusters Score -8418884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -8418880.000000 Penalty: 5518.801270
	Iteration 145Q: 3 clusters Score -8418880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -8418878.000000 Penalty: 5518.801270
	Iteration 146Q: 3 clusters Score -8418878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -8418878.000000 Penalty: 5518.801270
	Iteration 147Q: 3 clusters Score -8418878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -8418884.000000 Penalty: 5518.801270
	Iteration 148Q: 3 clusters Score -8418884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -8418884.000000 Penalty: 5518.801270
	Iteration 149Q: 3 clusters Score -8418884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -8418885.000000 Penalty: 5518.801270
	Iteration 150Q: 3 clusters Score -8418885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -8418875.000000 Penalty: 5518.801270
	Iteration 151Q: 3 clusters Score -8418875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8418873.000000 Penalty: 5518.801270
	Iteration 152Q: 3 clusters Score -8418873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -8418880.000000 Penalty: 5518.801270
	Iteration 153Q: 3 clusters Score -8418880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8418879.000000 Penalty: 5518.801270
	Iteration 154Q: 3 clusters Score -8418879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -8418877.000000 Penalty: 5518.801270
	Iteration 155Q: 3 clusters Score -8418877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -8418882.000000 Penalty: 5518.801270
	Iteration 156Q: 3 clusters Score -8418882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -8418890.000000 Penalty: 5518.801270
	Iteration 157Q: 3 clusters Score -8418890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -8418889.000000 Penalty: 5518.801270
	Iteration 158Q: 3 clusters Score -8418889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8418890.000000 Penalty: 5518.801270
	Iteration 159Q: 3 clusters Score -8418890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -8418889.000000 Penalty: 5518.801270
	Iteration 160F: 3 clusters Score -8418889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -8418882.000000 Penalty: 5518.801270
	Iteration 161Q: 3 clusters Score -8418882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -8418885.000000 Penalty: 5518.801270
	Iteration 162Q: 3 clusters Score -8418885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -8418884.000000 Penalty: 5518.801270
	Iteration 163Q: 3 clusters Score -8418884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -8418887.000000 Penalty: 5518.801270
	Iteration 164Q: 3 clusters Score -8418887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -8418893.000000 Penalty: 5518.801270
	Iteration 165Q: 3 clusters Score -8418893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8418894.000000 Penalty: 5518.801270
	Iteration 166Q: 3 clusters Score -8418894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -8418888.000000 Penalty: 5518.801270
	Iteration 167Q: 3 clusters Score -8418888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -8418886.000000 Penalty: 5518.801270
	Iteration 168Q: 3 clusters Score -8418886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -8418886.000000 Penalty: 5518.801270
	Iteration 169F: 3 clusters Score -8418886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Entering Unmasked Estep 
Score: -2369530.250000 Penalty: 2432.212158
	Iteration 0F: 2 clusters Score -2369530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2356589.000000 Penalty: 4864.424316
	Iteration 0F: 3 clusters Score -2356589 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2360748.500000 Penalty: 4864.424316
	Iteration 1F: 3 clusters Score -2360748 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2361116.750000 Penalty: 4864.424316
	Iteration 2F: 3 clusters Score -2361117 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2361402.250000 Penalty: 4864.424316
	Iteration 3Q: 3 clusters Score -2361402 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2361636.000000 Penalty: 4864.424316
	Iteration 4Q: 3 clusters Score -2361636 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2361788.000000 Penalty: 4864.424316
	Iteration 5Q: 3 clusters Score -2361788 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2361936.000000 Penalty: 4864.424316
	Iteration 6Q: 3 clusters Score -2361936 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2362071.000000 Penalty: 4864.424316
	Iteration 7Q: 3 clusters Score -2362071 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2362204.000000 Penalty: 4864.424316
	Iteration 8Q: 3 clusters Score -2362204 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2362338.500000 Penalty: 4864.424316
	Iteration 9Q: 3 clusters Score -2362338 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2362475.250000 Penalty: 4864.424316
	Iteration 10Q: 3 clusters Score -2362475 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2362622.750000 Penalty: 4864.424316
	Iteration 11Q: 3 clusters Score -2362623 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2362850.750000 Penalty: 4864.424316
	Iteration 12Q: 3 clusters Score -2362851 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2363150.750000 Penalty: 4864.424316
	Iteration 13Q: 3 clusters Score -2363151 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2363541.500000 Penalty: 4864.424316
	Iteration 14Q: 3 clusters Score -2363542 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2364082.500000 Penalty: 4864.424316
	Iteration 15Q: 3 clusters Score -2364082 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2364709.750000 Penalty: 4864.424316
	Iteration 16Q: 3 clusters Score -2364710 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2365335.000000 Penalty: 4864.424316
	Iteration 17Q: 3 clusters Score -2365335 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2365860.250000 Penalty: 4864.424316
	Iteration 18Q: 3 clusters Score -2365860 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2366292.250000 Penalty: 4864.424316
	Iteration 19Q: 3 clusters Score -2366292 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2366617.750000 Penalty: 4864.424316
	Iteration 20F: 3 clusters Score -2366618 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2366836.750000 Penalty: 4864.424316
	Iteration 21Q: 3 clusters Score -2366837 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2366996.000000 Penalty: 4864.424316
	Iteration 22Q: 3 clusters Score -2366996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2367088.250000 Penalty: 4864.424316
	Iteration 23Q: 3 clusters Score -2367088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2367162.000000 Penalty: 4864.424316
	Iteration 24Q: 3 clusters Score -2367162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2367228.250000 Penalty: 4864.424316
	Iteration 25Q: 3 clusters Score -2367228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2367267.500000 Penalty: 4864.424316
	Iteration 26Q: 3 clusters Score -2367268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2367297.500000 Penalty: 4864.424316
	Iteration 27Q: 3 clusters Score -2367298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2367323.250000 Penalty: 4864.424316
	Iteration 28Q: 3 clusters Score -2367323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2367351.500000 Penalty: 4864.424316
	Iteration 29Q: 3 clusters Score -2367352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2367379.000000 Penalty: 4864.424316
	Iteration 30Q: 3 clusters Score -2367379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2367406.250000 Penalty: 4864.424316
	Iteration 31Q: 3 clusters Score -2367406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2367419.500000 Penalty: 4864.424316
	Iteration 32Q: 3 clusters Score -2367420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2367432.500000 Penalty: 4864.424316
	Iteration 33Q: 3 clusters Score -2367432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2367439.250000 Penalty: 4864.424316
	Iteration 34Q: 3 clusters Score -2367439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2367444.250000 Penalty: 4864.424316
	Iteration 35Q: 3 clusters Score -2367444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2367451.250000 Penalty: 4864.424316
	Iteration 36Q: 3 clusters Score -2367451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2367454.500000 Penalty: 4864.424316
	Iteration 37Q: 3 clusters Score -2367454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2367454.000000 Penalty: 4864.424316
	Iteration 38Q: 3 clusters Score -2367454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2367460.500000 Penalty: 4864.424316
	Iteration 39Q: 3 clusters Score -2367460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2367458.250000 Penalty: 4864.424316
	Iteration 40F: 3 clusters Score -2367458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2367458.000000 Penalty: 4864.424316
	Iteration 41Q: 3 clusters Score -2367458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2367463.750000 Penalty: 4864.424316
	Iteration 42Q: 3 clusters Score -2367464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2367464.000000 Penalty: 4864.424316
	Iteration 43Q: 3 clusters Score -2367464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2367463.000000 Penalty: 4864.424316
	Iteration 44Q: 3 clusters Score -2367463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2367463.500000 Penalty: 4864.424316
	Iteration 45Q: 3 clusters Score -2367464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2367463.500000 Penalty: 4864.424316
	Iteration 46F: 3 clusters Score -2367464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -136520.453125 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -136520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134612.828125 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -134612.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -135623.187500 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -135623.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -136159.906250 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -136159.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -136488.781250 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -136488.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136609.234375 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -136609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136681.796875 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -136681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136751.453125 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -136751.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -136825.984375 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -136826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -136866.093750 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -136866.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -136913.375000 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -136913.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -136976.500000 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -136976.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137063.671875 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -137063.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -137134.390625 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -137134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137206.390625 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -137206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137253.078125 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -137253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137284.406250 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -137284.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137327.546875 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -137327.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137368.171875 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -137368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -137408.265625 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -137408.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137449.265625 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -137449.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137486.953125 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -137487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137558.250000 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -137558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137594.218750 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -137594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137605.156250 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -137605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137611.640625 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -137611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -137619.531250 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -137619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137620.625000 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -137620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137620.625000 Penalty: 3521.204102
	Iteration 27F: 3 clusters Score -137620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 268059 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 175532 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 64085 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 14 contains 185050 members 
Mstep: Class 16 contains 67956 members 
Mstep: Class 18 contains 18166 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 173375 members 
Mstep: Class 22 contains 56297 members 
Mstep: Class 23 contains 162266 members 
Entering Unmasked Estep 
Score: -149648160.000000 Penalty: 58980.136719
Splitting cluster 20 changes total score from -149646592.000000 to -149648160.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 21 (173375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Entering Unmasked Estep 
Score: -22266654.000000 Penalty: 2991.676758
	Iteration 0F: 2 clusters Score -2.226665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -22152020.000000 Penalty: 5983.353516
	Iteration 0F: 3 clusters Score -2.215202e+07 nChanged 82965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -22201344.000000 Penalty: 5983.353516
	Iteration 1F: 3 clusters Score -2.220134e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -22203244.000000 Penalty: 5983.353516
	Iteration 2Q: 3 clusters Score -2.220324e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102831 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -22205932.000000 Penalty: 5983.353516
	Iteration 3Q: 3 clusters Score -2.220593e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -22210284.000000 Penalty: 5983.353516
	Iteration 4F: 3 clusters Score -2.221028e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -22218338.000000 Penalty: 5983.353516
	Iteration 5F: 3 clusters Score -2.221834e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138083 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -22230562.000000 Penalty: 5983.353516
	Iteration 6F: 3 clusters Score -2.223056e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153007 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -22244728.000000 Penalty: 5983.353516
	Iteration 7F: 3 clusters Score -2.224473e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -22255906.000000 Penalty: 5983.353516
	Iteration 8F: 3 clusters Score -2.225591e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22261324.000000 Penalty: 5983.353516
	Iteration 9Q: 3 clusters Score -2.226132e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -22263152.000000 Penalty: 5983.353516
	Iteration 10Q: 3 clusters Score -2.226315e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172821 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -22263710.000000 Penalty: 5983.353516
	Iteration 11Q: 3 clusters Score -2.226371e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22263952.000000 Penalty: 5983.353516
	Iteration 12Q: 3 clusters Score -2.226395e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173030 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22264020.000000 Penalty: 5983.353516
	Iteration 13Q: 3 clusters Score -2.226402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22264118.000000 Penalty: 5983.353516
	Iteration 14Q: 3 clusters Score -2.226412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22264158.000000 Penalty: 5983.353516
	Iteration 15Q: 3 clusters Score -2.226416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22264176.000000 Penalty: 5983.353516
	Iteration 16Q: 3 clusters Score -2.226418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173090 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22264188.000000 Penalty: 5983.353516
	Iteration 17Q: 3 clusters Score -2.226419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173090 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22264206.000000 Penalty: 5983.353516
	Iteration 18Q: 3 clusters Score -2.226421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22264204.000000 Penalty: 5983.353516
	Iteration 19Q: 3 clusters Score -2.22642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173090 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22264200.000000 Penalty: 5983.353516
	Iteration 20F: 3 clusters Score -2.22642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173091 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22264202.000000 Penalty: 5983.353516
	Iteration 21Q: 3 clusters Score -2.22642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22264214.000000 Penalty: 5983.353516
	Iteration 22Q: 3 clusters Score -2.226421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22264212.000000 Penalty: 5983.353516
	Iteration 23Q: 3 clusters Score -2.226421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22264212.000000 Penalty: 5983.353516
	Iteration 24Q: 3 clusters Score -2.226421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22264212.000000 Penalty: 5983.353516
	Iteration 25F: 3 clusters Score -2.226421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (56297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Entering Unmasked Estep 
Score: -7292840.000000 Penalty: 2712.722412
	Iteration 0F: 2 clusters Score -7292840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -7255004.500000 Penalty: 5425.444824
	Iteration 0F: 3 clusters Score -7255004 nChanged 26172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -7269493.000000 Penalty: 5425.444824
	Iteration 1F: 3 clusters Score -7269493 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -7269956.500000 Penalty: 5425.444824
	Iteration 2Q: 3 clusters Score -7269956 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -7270408.000000 Penalty: 5425.444824
	Iteration 3Q: 3 clusters Score -7270408 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -7270828.000000 Penalty: 5425.444824
	Iteration 4Q: 3 clusters Score -7270828 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -7271297.500000 Penalty: 5425.444824
	Iteration 5Q: 3 clusters Score -7271298 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7271815.000000 Penalty: 5425.444824
	Iteration 6Q: 3 clusters Score -7271815 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -7272479.500000 Penalty: 5425.444824
	Iteration 7Q: 3 clusters Score -7272480 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -7273550.500000 Penalty: 5425.444824
	Iteration 8Q: 3 clusters Score -7273550 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7274978.000000 Penalty: 5425.444824
	Iteration 9Q: 3 clusters Score -7274978 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -7276746.000000 Penalty: 5425.444824
	Iteration 10Q: 3 clusters Score -7276746 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -7278920.000000 Penalty: 5425.444824
	Iteration 11F: 3 clusters Score -7278920 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7280957.500000 Penalty: 5425.444824
	Iteration 12F: 3 clusters Score -7280958 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -7282596.500000 Penalty: 5425.444824
	Iteration 13Q: 3 clusters Score -7282596 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -7283857.500000 Penalty: 5425.444824
	Iteration 14Q: 3 clusters Score -7283858 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -7284707.000000 Penalty: 5425.444824
	Iteration 15Q: 3 clusters Score -7284707 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -7285345.500000 Penalty: 5425.444824
	Iteration 16Q: 3 clusters Score -7285346 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -7285819.000000 Penalty: 5425.444824
	Iteration 17Q: 3 clusters Score -7285819 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -7286212.500000 Penalty: 5425.444824
	Iteration 18Q: 3 clusters Score -7286212 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -7286582.500000 Penalty: 5425.444824
	Iteration 19Q: 3 clusters Score -7286582 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -7286915.500000 Penalty: 5425.444824
	Iteration 20F: 3 clusters Score -7286916 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -7287224.000000 Penalty: 5425.444824
	Iteration 21Q: 3 clusters Score -7287224 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -7287515.500000 Penalty: 5425.444824
	Iteration 22Q: 3 clusters Score -7287516 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -7287830.500000 Penalty: 5425.444824
	Iteration 23Q: 3 clusters Score -7287830 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -7288150.000000 Penalty: 5425.444824
	Iteration 24Q: 3 clusters Score -7288150 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -7288481.500000 Penalty: 5425.444824
	Iteration 25Q: 3 clusters Score -7288482 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -7288751.000000 Penalty: 5425.444824
	Iteration 26Q: 3 clusters Score -7288751 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -7288996.000000 Penalty: 5425.444824
	Iteration 27Q: 3 clusters Score -7288996 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -7289217.000000 Penalty: 5425.444824
	Iteration 28Q: 3 clusters Score -7289217 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -7289411.000000 Penalty: 5425.444824
	Iteration 29Q: 3 clusters Score -7289411 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -7289613.000000 Penalty: 5425.444824
	Iteration 30Q: 3 clusters Score -7289613 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7289771.500000 Penalty: 5425.444824
	Iteration 31Q: 3 clusters Score -7289772 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -7289917.000000 Penalty: 5425.444824
	Iteration 32Q: 3 clusters Score -7289917 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -7290057.500000 Penalty: 5425.444824
	Iteration 33Q: 3 clusters Score -7290058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -7290159.000000 Penalty: 5425.444824
	Iteration 34Q: 3 clusters Score -7290159 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -7290240.500000 Penalty: 5425.444824
	Iteration 35Q: 3 clusters Score -7290240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -7290316.500000 Penalty: 5425.444824
	Iteration 36Q: 3 clusters Score -7290316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -7290341.000000 Penalty: 5425.444824
	Iteration 37Q: 3 clusters Score -7290341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -7290365.500000 Penalty: 5425.444824
	Iteration 38Q: 3 clusters Score -7290366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -7290391.000000 Penalty: 5425.444824
	Iteration 39Q: 3 clusters Score -7290391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -7290420.000000 Penalty: 5425.444824
	Iteration 40F: 3 clusters Score -7290420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -7290447.000000 Penalty: 5425.444824
	Iteration 41Q: 3 clusters Score -7290447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -7290462.500000 Penalty: 5425.444824
	Iteration 42Q: 3 clusters Score -7290462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7290484.000000 Penalty: 5425.444824
	Iteration 43Q: 3 clusters Score -7290484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -7290489.000000 Penalty: 5425.444824
	Iteration 44Q: 3 clusters Score -7290489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -7290495.000000 Penalty: 5425.444824
	Iteration 45Q: 3 clusters Score -7290495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7290506.500000 Penalty: 5425.444824
	Iteration 46Q: 3 clusters Score -7290506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7290515.500000 Penalty: 5425.444824
	Iteration 47Q: 3 clusters Score -7290516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -7290517.500000 Penalty: 5425.444824
	Iteration 48Q: 3 clusters Score -7290518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7290524.500000 Penalty: 5425.444824
	Iteration 49Q: 3 clusters Score -7290524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -7290524.000000 Penalty: 5425.444824
	Iteration 50Q: 3 clusters Score -7290524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -7290535.000000 Penalty: 5425.444824
	Iteration 51Q: 3 clusters Score -7290535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -7290540.000000 Penalty: 5425.444824
	Iteration 52Q: 3 clusters Score -7290540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7290541.000000 Penalty: 5425.444824
	Iteration 53Q: 3 clusters Score -7290541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7290541.000000 Penalty: 5425.444824
	Iteration 54F: 3 clusters Score -7290541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Entering Unmasked Estep 
Score: -20849104.000000 Penalty: 2975.254150
	Iteration 0F: 2 clusters Score -2.08491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -20741448.000000 Penalty: 5950.508301
	Iteration 0F: 3 clusters Score -2.074145e+07 nChanged 77727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -20786204.000000 Penalty: 5950.508301
	Iteration 1F: 3 clusters Score -2.07862e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -20787366.000000 Penalty: 5950.508301
	Iteration 2Q: 3 clusters Score -2.078737e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -20788998.000000 Penalty: 5950.508301
	Iteration 3Q: 3 clusters Score -2.0789e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -20791242.000000 Penalty: 5950.508301
	Iteration 4Q: 3 clusters Score -2.079124e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -20793942.000000 Penalty: 5950.508301
	Iteration 5Q: 3 clusters Score -2.079394e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -20797754.000000 Penalty: 5950.508301
	Iteration 6Q: 3 clusters Score -2.079775e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -20803110.000000 Penalty: 5950.508301
	Iteration 7F: 3 clusters Score -2.080311e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -20810418.000000 Penalty: 5950.508301
	Iteration 8F: 3 clusters Score -2.081042e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -20818548.000000 Penalty: 5950.508301
	Iteration 9F: 3 clusters Score -2.081855e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -20824322.000000 Penalty: 5950.508301
	Iteration 10F: 3 clusters Score -2.082432e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -20826900.000000 Penalty: 5950.508301
	Iteration 11Q: 3 clusters Score -2.08269e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -20828062.000000 Penalty: 5950.508301
	Iteration 12Q: 3 clusters Score -2.082806e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -20828914.000000 Penalty: 5950.508301
	Iteration 13Q: 3 clusters Score -2.082891e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -20829514.000000 Penalty: 5950.508301
	Iteration 14Q: 3 clusters Score -2.082951e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -20829950.000000 Penalty: 5950.508301
	Iteration 15Q: 3 clusters Score -2.082995e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91523 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
Score: -20830298.000000 Penalty: 5950.508301
	Iteration 16Q: 3 clusters Score -2.08303e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -20830714.000000 Penalty: 5950.508301
	Iteration 17Q: 3 clusters Score -2.083071e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -20830964.000000 Penalty: 5950.508301
	Iteration 18Q: 3 clusters Score -2.083096e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -20831144.000000 Penalty: 5950.508301
	Iteration 19Q: 3 clusters Score -2.083114e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95375 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -20831404.000000 Penalty: 5950.508301
	Iteration 20F: 3 clusters Score -2.08314e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -20831586.000000 Penalty: 5950.508301
	Iteration 21Q: 3 clusters Score -2.083159e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -20831752.000000 Penalty: 5950.508301
	Iteration 22Q: 3 clusters Score -2.083175e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -20831858.000000 Penalty: 5950.508301
	Iteration 23Q: 3 clusters Score -2.083186e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98746 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -20831950.000000 Penalty: 5950.508301
	Iteration 24Q: 3 clusters Score -2.083195e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -20831994.000000 Penalty: 5950.508301
	Iteration 25Q: 3 clusters Score -2.083199e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -20832176.000000 Penalty: 5950.508301
	Iteration 26Q: 3 clusters Score -2.083218e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -20832230.000000 Penalty: 5950.508301
	Iteration 27Q: 3 clusters Score -2.083223e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -20832362.000000 Penalty: 5950.508301
	Iteration 28Q: 3 clusters Score -2.083236e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103150 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -20832562.000000 Penalty: 5950.508301
	Iteration 29Q: 3 clusters Score -2.083256e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104126 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -20832614.000000 Penalty: 5950.508301
	Iteration 30Q: 3 clusters Score -2.083261e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -20832728.000000 Penalty: 5950.508301
	Iteration 31Q: 3 clusters Score -2.083273e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -20832830.000000 Penalty: 5950.508301
	Iteration 32Q: 3 clusters Score -2.083283e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -20833018.000000 Penalty: 5950.508301
	Iteration 33Q: 3 clusters Score -2.083302e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -20833152.000000 Penalty: 5950.508301
	Iteration 34Q: 3 clusters Score -2.083315e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -20833252.000000 Penalty: 5950.508301
	Iteration 35Q: 3 clusters Score -2.083325e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111002 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -20833480.000000 Penalty: 5950.508301
	Iteration 36Q: 3 clusters Score -2.083348e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -20833602.000000 Penalty: 5950.508301
	Iteration 37Q: 3 clusters Score -2.08336e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -20833710.000000 Penalty: 5950.508301
	Iteration 38Q: 3 clusters Score -2.083371e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114762 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -20833948.000000 Penalty: 5950.508301
	Iteration 39Q: 3 clusters Score -2.083395e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -20834048.000000 Penalty: 5950.508301
	Iteration 40F: 3 clusters Score -2.083405e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117249 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -20834324.000000 Penalty: 5950.508301
	Iteration 41Q: 3 clusters Score -2.083432e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -20834462.000000 Penalty: 5950.508301
	Iteration 42Q: 3 clusters Score -2.083446e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119843 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -20834664.000000 Penalty: 5950.508301
	Iteration 43Q: 3 clusters Score -2.083466e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -20834846.000000 Penalty: 5950.508301
	Iteration 44Q: 3 clusters Score -2.083485e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -20835070.000000 Penalty: 5950.508301
	Iteration 45Q: 3 clusters Score -2.083507e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123661 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -20835296.000000 Penalty: 5950.508301
	Iteration 46Q: 3 clusters Score -2.08353e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124933 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -20835546.000000 Penalty: 5950.508301
	Iteration 47Q: 3 clusters Score -2.083555e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126234 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -20835872.000000 Penalty: 5950.508301
	Iteration 48Q: 3 clusters Score -2.083587e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -20836110.000000 Penalty: 5950.508301
	Iteration 49Q: 3 clusters Score -2.083611e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128994 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -20836398.000000 Penalty: 5950.508301
	Iteration 50Q: 3 clusters Score -2.08364e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130452 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -20836690.000000 Penalty: 5950.508301
	Iteration 51Q: 3 clusters Score -2.083669e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -20837114.000000 Penalty: 5950.508301
	Iteration 52Q: 3 clusters Score -2.083711e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133369 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -20837410.000000 Penalty: 5950.508301
	Iteration 53Q: 3 clusters Score -2.083741e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -20837830.000000 Penalty: 5950.508301
	Iteration 54Q: 3 clusters Score -2.083783e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136315 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -20838192.000000 Penalty: 5950.508301
	Iteration 55Q: 3 clusters Score -2.083819e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137784 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -20838556.000000 Penalty: 5950.508301
	Iteration 56Q: 3 clusters Score -2.083856e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139265 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -20838968.000000 Penalty: 5950.508301
	Iteration 57Q: 3 clusters Score -2.083897e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -20839472.000000 Penalty: 5950.508301
	Iteration 58Q: 3 clusters Score -2.083947e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -20839786.000000 Penalty: 5950.508301
	Iteration 59Q: 3 clusters Score -2.083979e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143493 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -20840230.000000 Penalty: 5950.508301
	Iteration 60F: 3 clusters Score -2.084023e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144821 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -20840656.000000 Penalty: 5950.508301
	Iteration 61Q: 3 clusters Score -2.084066e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146148 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -20841108.000000 Penalty: 5950.508301
	Iteration 62Q: 3 clusters Score -2.084111e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -20841562.000000 Penalty: 5950.508301
	Iteration 63Q: 3 clusters Score -2.084156e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -20842016.000000 Penalty: 5950.508301
	Iteration 64Q: 3 clusters Score -2.084202e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149834 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -20842450.000000 Penalty: 5950.508301
	Iteration 65Q: 3 clusters Score -2.084245e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -20842802.000000 Penalty: 5950.508301
	Iteration 66Q: 3 clusters Score -2.08428e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -20843134.000000 Penalty: 5950.508301
	Iteration 67Q: 3 clusters Score -2.084313e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -20843380.000000 Penalty: 5950.508301
	Iteration 68Q: 3 clusters Score -2.084338e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -20843764.000000 Penalty: 5950.508301
	Iteration 69Q: 3 clusters Score -2.084376e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -20844060.000000 Penalty: 5950.508301
	Iteration 70Q: 3 clusters Score -2.084406e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -20844348.000000 Penalty: 5950.508301
	Iteration 71Q: 3 clusters Score -2.084435e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -20844580.000000 Penalty: 5950.508301
	Iteration 72Q: 3 clusters Score -2.084458e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -20844750.000000 Penalty: 5950.508301
	Iteration 73Q: 3 clusters Score -2.084475e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -20844912.000000 Penalty: 5950.508301
	Iteration 74Q: 3 clusters Score -2.084491e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157469 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -20845110.000000 Penalty: 5950.508301
	Iteration 75Q: 3 clusters Score -2.084511e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -20845320.000000 Penalty: 5950.508301
	Iteration 76Q: 3 clusters Score -2.084532e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158289 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -20845382.000000 Penalty: 5950.508301
	Iteration 77Q: 3 clusters Score -2.084538e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20845546.000000 Penalty: 5950.508301
	Iteration 78Q: 3 clusters Score -2.084555e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20845670.000000 Penalty: 5950.508301
	Iteration 79Q: 3 clusters Score -2.084567e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159224 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -20845828.000000 Penalty: 5950.508301
	Iteration 80F: 3 clusters Score -2.084583e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159460 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -20845926.000000 Penalty: 5950.508301
	Iteration 81Q: 3 clusters Score -2.084593e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -20846016.000000 Penalty: 5950.508301
	Iteration 82Q: 3 clusters Score -2.084602e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20846124.000000 Penalty: 5950.508301
	Iteration 83Q: 3 clusters Score -2.084612e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -20846186.000000 Penalty: 5950.508301
	Iteration 84Q: 3 clusters Score -2.084619e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20846190.000000 Penalty: 5950.508301
	Iteration 85Q: 3 clusters Score -2.084619e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20846240.000000 Penalty: 5950.508301
	Iteration 86Q: 3 clusters Score -2.084624e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160228 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20846250.000000 Penalty: 5950.508301
	Iteration 87Q: 3 clusters Score -2.084625e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160294 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -20846286.000000 Penalty: 5950.508301
	Iteration 88Q: 3 clusters Score -2.084629e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20846312.000000 Penalty: 5950.508301
	Iteration 89Q: 3 clusters Score -2.084631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -20846350.000000 Penalty: 5950.508301
	Iteration 90Q: 3 clusters Score -2.084635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -20846362.000000 Penalty: 5950.508301
	Iteration 91Q: 3 clusters Score -2.084636e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20846386.000000 Penalty: 5950.508301
	Iteration 92Q: 3 clusters Score -2.084639e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -20846390.000000 Penalty: 5950.508301
	Iteration 93Q: 3 clusters Score -2.084639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20846362.000000 Penalty: 5950.508301
	Iteration 94Q: 3 clusters Score -2.084636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160601 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20846390.000000 Penalty: 5950.508301
	Iteration 95Q: 3 clusters Score -2.084639e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20846416.000000 Penalty: 5950.508301
	Iteration 96Q: 3 clusters Score -2.084642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20846426.000000 Penalty: 5950.508301
	Iteration 97Q: 3 clusters Score -2.084643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160665 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20846444.000000 Penalty: 5950.508301
	Iteration 98Q: 3 clusters Score -2.084644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20846430.000000 Penalty: 5950.508301
	Iteration 99Q: 3 clusters Score -2.084643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -20846460.000000 Penalty: 5950.508301
	Iteration 100F: 3 clusters Score -2.084646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -20846450.000000 Penalty: 5950.508301
	Iteration 101Q: 3 clusters Score -2.084645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160725 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -20846458.000000 Penalty: 5950.508301
	Iteration 102Q: 3 clusters Score -2.084646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20846456.000000 Penalty: 5950.508301
	Iteration 103Q: 3 clusters Score -2.084646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -20846444.000000 Penalty: 5950.508301
	Iteration 104Q: 3 clusters Score -2.084644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160758 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20846442.000000 Penalty: 5950.508301
	Iteration 105Q: 3 clusters Score -2.084644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160763 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20846450.000000 Penalty: 5950.508301
	Iteration 106Q: 3 clusters Score -2.084645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160763 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20846452.000000 Penalty: 5950.508301
	Iteration 107Q: 3 clusters Score -2.084645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20846452.000000 Penalty: 5950.508301
	Iteration 108Q: 3 clusters Score -2.084645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20846470.000000 Penalty: 5950.508301
	Iteration 109Q: 3 clusters Score -2.084647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160805 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -20846480.000000 Penalty: 5950.508301
	Iteration 110Q: 3 clusters Score -2.084648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160821 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20846476.000000 Penalty: 5950.508301
	Iteration 111Q: 3 clusters Score -2.084648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20846480.000000 Penalty: 5950.508301
	Iteration 112Q: 3 clusters Score -2.084648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20846492.000000 Penalty: 5950.508301
	Iteration 113Q: 3 clusters Score -2.084649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160856 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -20846492.000000 Penalty: 5950.508301
	Iteration 114Q: 3 clusters Score -2.084649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20846490.000000 Penalty: 5950.508301
	Iteration 115Q: 3 clusters Score -2.084649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -20846496.000000 Penalty: 5950.508301
	Iteration 116Q: 3 clusters Score -2.08465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160883 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20846508.000000 Penalty: 5950.508301
	Iteration 117Q: 3 clusters Score -2.084651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -20846518.000000 Penalty: 5950.508301
	Iteration 118Q: 3 clusters Score -2.084652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160891 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20846512.000000 Penalty: 5950.508301
	Iteration 119Q: 3 clusters Score -2.084651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20846518.000000 Penalty: 5950.508301
	Iteration 120F: 3 clusters Score -2.084652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20846512.000000 Penalty: 5950.508301
	Iteration 121Q: 3 clusters Score -2.084651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20846526.000000 Penalty: 5950.508301
	Iteration 122Q: 3 clusters Score -2.084653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20846520.000000 Penalty: 5950.508301
	Iteration 123Q: 3 clusters Score -2.084652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160911 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20846516.000000 Penalty: 5950.508301
	Iteration 124Q: 3 clusters Score -2.084652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20846512.000000 Penalty: 5950.508301
	Iteration 125Q: 3 clusters Score -2.084651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20846518.000000 Penalty: 5950.508301
	Iteration 126Q: 3 clusters Score -2.084652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20846518.000000 Penalty: 5950.508301
	Iteration 127Q: 3 clusters Score -2.084652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20846518.000000 Penalty: 5950.508301
	Iteration 128F: 3 clusters Score -2.084652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 2 contains 268059 members 
Mstep: Class 5 contains 175532 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 945 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 64085 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 14 contains 185050 members 
Mstep: Class 16 contains 67956 members 
Mstep: Class 18 contains 18166 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 173375 members 
Mstep: Class 22 contains 56297 members 
Mstep: Class 23 contains 162266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149649280.000000 Penalty: 58980.136719
Iteration 39Q: 18 clusters Score -1.496493e+08 nChanged 15428
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 264626 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 174341 members 
Mstep: Class 6 contains 521 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 63383 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 14 contains 185029 members 
Mstep: Class 16 contains 67363 members 
Mstep: Class 18 contains 18485 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 177831 members 
Mstep: Class 22 contains 56265 members 
Mstep: Class 23 contains 163458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149653968.000000 Penalty: 58980.136719
Iteration 40F: 18 clusters Score -1.49654e+08 nChanged 16174
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 260840 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 831 members 
Mstep: Class 5 contains 173031 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 62652 members 
Mstep: Class 12 contains 4342 members 
Mstep: Class 14 contains 184795 members 
Mstep: Class 16 contains 66641 members 
Mstep: Class 18 contains 18983 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 182125 members 
Mstep: Class 22 contains 56964 members 
Mstep: Class 23 contains 164546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149655920.000000 Penalty: 58980.136719
Iteration 41Q: 18 clusters Score -1.496559e+08 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 257184 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 914 members 
Mstep: Class 5 contains 171581 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 10 contains 61984 members 
Mstep: Class 12 contains 4336 members 
Mstep: Class 14 contains 184479 members 
Mstep: Class 16 contains 66077 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 186311 members 
Mstep: Class 22 contains 57809 members 
Mstep: Class 23 contains 165602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149657424.000000 Penalty: 58980.136719
Iteration 42Q: 18 clusters Score -1.496574e+08 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 253797 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 170176 members 
Mstep: Class 6 contains 551 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 9 contains 10862 members 
Mstep: Class 10 contains 61406 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 14 contains 184174 members 
Mstep: Class 16 contains 65639 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 189834 members 
Mstep: Class 22 contains 58785 members 
Mstep: Class 23 contains 166645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658128.000000 Penalty: 58980.136719
Iteration 43Q: 18 clusters Score -1.496581e+08 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 250807 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1003 members 
Mstep: Class 5 contains 168959 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 9 contains 10865 members 
Mstep: Class 10 contains 60903 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 14 contains 183917 members 
Mstep: Class 16 contains 65231 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 192520 members 
Mstep: Class 22 contains 59813 members 
Mstep: Class 23 contains 167729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658752.000000 Penalty: 58980.136719
Iteration 44Q: 18 clusters Score -1.496588e+08 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 248084 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1041 members 
Mstep: Class 5 contains 167884 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10922 members 
Mstep: Class 10 contains 60508 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183928 members 
Mstep: Class 16 contains 64849 members 
Mstep: Class 18 contains 21090 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 194142 members 
Mstep: Class 22 contains 60944 members 
Mstep: Class 23 contains 168856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658752.000000 Penalty: 58980.136719
Iteration 45Q: 18 clusters Score -1.496588e+08 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 245693 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 167163 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10981 members 
Mstep: Class 10 contains 60142 members 
Mstep: Class 12 contains 4333 members 
Mstep: Class 14 contains 184108 members 
Mstep: Class 16 contains 64488 members 
Mstep: Class 18 contains 21691 members 
Mstep: Class 20 contains 660 members 
Mstep: Class 21 contains 194593 members 
Mstep: Class 22 contains 62188 members 
Mstep: Class 23 contains 170009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149658704.000000 Penalty: 58980.136719
Iteration 46Q: 18 clusters Score -1.496587e+08 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 243510 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 166808 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 59835 members 
Mstep: Class 12 contains 4335 members 
Mstep: Class 14 contains 184457 members 
Mstep: Class 16 contains 64159 members 
Mstep: Class 18 contains 22310 members 
Mstep: Class 20 contains 668 members 
Mstep: Class 21 contains 194232 members 
Mstep: Class 22 contains 63472 members 
Mstep: Class 23 contains 171090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149659232.000000 Penalty: 58980.136719
Iteration 47Q: 18 clusters Score -1.496592e+08 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 241445 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 166816 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11090 members 
Mstep: Class 10 contains 59534 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 184818 members 
Mstep: Class 16 contains 63899 members 
Mstep: Class 18 contains 22891 members 
Mstep: Class 20 contains 670 members 
Mstep: Class 21 contains 193332 members 
Mstep: Class 22 contains 64865 members 
Mstep: Class 23 contains 172122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660032.000000 Penalty: 58980.136719
Iteration 48Q: 18 clusters Score -1.4966e+08 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 239511 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 167052 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11121 members 
Mstep: Class 10 contains 59275 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 14 contains 185197 members 
Mstep: Class 16 contains 63648 members 
Mstep: Class 18 contains 23459 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 192116 members 
Mstep: Class 22 contains 66390 members 
Mstep: Class 23 contains 172969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660512.000000 Penalty: 58980.136719
Iteration 49Q: 18 clusters Score -1.496605e+08 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 237636 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1557 members 
Mstep: Class 5 contains 167529 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 59043 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 14 contains 185545 members 
Mstep: Class 16 contains 63393 members 
Mstep: Class 18 contains 23990 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 190781 members 
Mstep: Class 22 contains 67967 members 
Mstep: Class 23 contains 173627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149660336.000000 Penalty: 58980.136719
Iteration 50Q: 18 clusters Score -1.496603e+08 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 235762 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 168172 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 58832 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 14 contains 185859 members 
Mstep: Class 16 contains 63223 members 
Mstep: Class 18 contains 24500 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 189486 members 
Mstep: Class 22 contains 69525 members 
Mstep: Class 23 contains 174090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149661088.000000 Penalty: 58980.136719
Iteration 51Q: 18 clusters Score -1.496611e+08 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 233876 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 168858 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 58639 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 186081 members 
Mstep: Class 16 contains 63079 members 
Mstep: Class 18 contains 24962 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 188333 members 
Mstep: Class 22 contains 71167 members 
Mstep: Class 23 contains 174394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149662048.000000 Penalty: 58980.136719
Iteration 52Q: 18 clusters Score -1.49662e+08 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 231967 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1682 members 
Mstep: Class 5 contains 169635 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 58479 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 186205 members 
Mstep: Class 16 contains 62955 members 
Mstep: Class 18 contains 25440 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 187279 members 
Mstep: Class 22 contains 72863 members 
Mstep: Class 23 contains 174518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149663328.000000 Penalty: 58980.136719
Iteration 53Q: 18 clusters Score -1.496633e+08 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 230026 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 170435 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 58315 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 186287 members 
Mstep: Class 16 contains 62826 members 
Mstep: Class 18 contains 25922 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 186316 members 
Mstep: Class 22 contains 74642 members 
Mstep: Class 23 contains 174528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149664544.000000 Penalty: 58980.136719
Iteration 54Q: 18 clusters Score -1.496645e+08 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 228125 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 171192 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 58151 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 14 contains 186360 members 
Mstep: Class 16 contains 62703 members 
Mstep: Class 18 contains 26334 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 185496 members 
Mstep: Class 22 contains 76486 members 
Mstep: Class 23 contains 174433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665120.000000 Penalty: 58980.136719
Iteration 55Q: 18 clusters Score -1.496651e+08 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 226284 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1730 members 
Mstep: Class 5 contains 172022 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 58023 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 14 contains 186312 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 18 contains 26739 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 184846 members 
Mstep: Class 22 contains 78279 members 
Mstep: Class 23 contains 174218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665584.000000 Penalty: 58980.136719
Iteration 56Q: 18 clusters Score -1.496656e+08 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 224381 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 172836 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 57893 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 14 contains 186192 members 
Mstep: Class 16 contains 62447 members 
Mstep: Class 18 contains 27115 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 184327 members 
Mstep: Class 22 contains 80140 members 
Mstep: Class 23 contains 173945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149665888.000000 Penalty: 58980.136719
Iteration 57Q: 18 clusters Score -1.496659e+08 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 222462 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 173731 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 57752 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 14 contains 186016 members 
Mstep: Class 16 contains 62336 members 
Mstep: Class 18 contains 27436 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183861 members 
Mstep: Class 22 contains 82046 members 
Mstep: Class 23 contains 173624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149666304.000000 Penalty: 58980.136719
Iteration 58Q: 18 clusters Score -1.496663e+08 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 220463 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 174605 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 57604 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 14 contains 185778 members 
Mstep: Class 16 contains 62253 members 
Mstep: Class 18 contains 27748 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183538 members 
Mstep: Class 22 contains 84032 members 
Mstep: Class 23 contains 173222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149667152.000000 Penalty: 58980.136719
Iteration 59Q: 18 clusters Score -1.496672e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 218497 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 175471 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 57490 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 14 contains 185523 members 
Mstep: Class 16 contains 62184 members 
Mstep: Class 18 contains 28027 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183249 members 
Mstep: Class 22 contains 85970 members 
Mstep: Class 23 contains 172818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149668992.000000 Penalty: 58980.136719
Iteration 60F: 18 clusters Score -1.49669e+08 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 216466 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 176286 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 57393 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 185201 members 
Mstep: Class 16 contains 62102 members 
Mstep: Class 18 contains 28302 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182935 members 
Mstep: Class 22 contains 88116 members 
Mstep: Class 23 contains 172441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669744.000000 Penalty: 58980.136719
Iteration 61Q: 18 clusters Score -1.496697e+08 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 214547 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 176947 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 57307 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 184870 members 
Mstep: Class 16 contains 62029 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182694 members 
Mstep: Class 22 contains 90240 members 
Mstep: Class 23 contains 172075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149669872.000000 Penalty: 58980.136719
Iteration 62Q: 18 clusters Score -1.496699e+08 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 212641 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 177671 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 57213 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 14 contains 184478 members 
Mstep: Class 16 contains 61979 members 
Mstep: Class 18 contains 28737 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182480 members 
Mstep: Class 22 contains 92381 members 
Mstep: Class 23 contains 171693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670480.000000 Penalty: 58980.136719
Iteration 63Q: 18 clusters Score -1.496705e+08 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 210741 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 178346 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 57117 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 14 contains 184068 members 
Mstep: Class 16 contains 61958 members 
Mstep: Class 18 contains 28897 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182269 members 
Mstep: Class 22 contains 94606 members 
Mstep: Class 23 contains 171288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670544.000000 Penalty: 58980.136719
Iteration 64Q: 18 clusters Score -1.496705e+08 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 208879 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 179017 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 56988 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 14 contains 183665 members 
Mstep: Class 16 contains 61958 members 
Mstep: Class 18 contains 29060 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182073 members 
Mstep: Class 22 contains 96721 members 
Mstep: Class 23 contains 170928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149670960.000000 Penalty: 58980.136719
Iteration 65Q: 18 clusters Score -1.49671e+08 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 206967 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 179679 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 56858 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 183258 members 
Mstep: Class 16 contains 61974 members 
Mstep: Class 18 contains 29207 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 181824 members 
Mstep: Class 22 contains 98906 members 
Mstep: Class 23 contains 170612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149671280.000000 Penalty: 58980.136719
Iteration 66Q: 18 clusters Score -1.496713e+08 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 205131 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 180421 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11167 members 
Mstep: Class 10 contains 56736 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 182867 members 
Mstep: Class 16 contains 61999 members 
Mstep: Class 18 contains 29325 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 181454 members 
Mstep: Class 22 contains 101085 members 
Mstep: Class 23 contains 170279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672256.000000 Penalty: 58980.136719
Iteration 67Q: 18 clusters Score -1.496723e+08 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 203235 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 181092 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 56629 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 182485 members 
Mstep: Class 16 contains 62019 members 
Mstep: Class 18 contains 29426 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 181142 members 
Mstep: Class 22 contains 103347 members 
Mstep: Class 23 contains 169954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149672704.000000 Penalty: 58980.136719
Iteration 68Q: 18 clusters Score -1.496727e+08 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 201445 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 181633 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 56537 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 14 contains 182129 members 
Mstep: Class 16 contains 62052 members 
Mstep: Class 18 contains 29506 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 180790 members 
Mstep: Class 22 contains 105589 members 
Mstep: Class 23 contains 169670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673184.000000 Penalty: 58980.136719
Iteration 69Q: 18 clusters Score -1.496732e+08 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 199688 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 182097 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11110 members 
Mstep: Class 10 contains 56416 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 181777 members 
Mstep: Class 16 contains 62095 members 
Mstep: Class 18 contains 29568 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 180414 members 
Mstep: Class 22 contains 107907 members 
Mstep: Class 23 contains 169394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149673632.000000 Penalty: 58980.136719
Iteration 70Q: 18 clusters Score -1.496736e+08 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 197992 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 182410 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 56300 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 181480 members 
Mstep: Class 16 contains 62143 members 
Mstep: Class 18 contains 29631 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 180033 members 
Mstep: Class 22 contains 110276 members 
Mstep: Class 23 contains 169129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674656.000000 Penalty: 58980.136719
Iteration 71Q: 18 clusters Score -1.496747e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 196314 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 182676 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 11046 members 
Mstep: Class 10 contains 56148 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 14 contains 181127 members 
Mstep: Class 16 contains 62172 members 
Mstep: Class 18 contains 29660 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 179701 members 
Mstep: Class 22 contains 112735 members 
Mstep: Class 23 contains 168886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149674784.000000 Penalty: 58980.136719
Iteration 72Q: 18 clusters Score -1.496748e+08 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 194747 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 182942 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10995 members 
Mstep: Class 10 contains 56009 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 14 contains 180806 members 
Mstep: Class 16 contains 62175 members 
Mstep: Class 18 contains 29671 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 179297 members 
Mstep: Class 22 contains 115191 members 
Mstep: Class 23 contains 168631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675488.000000 Penalty: 58980.136719
Iteration 73Q: 18 clusters Score -1.496755e+08 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 193269 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 183021 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10979 members 
Mstep: Class 10 contains 55854 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 14 contains 180519 members 
Mstep: Class 16 contains 62202 members 
Mstep: Class 18 contains 29665 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 178893 members 
Mstep: Class 22 contains 117672 members 
Mstep: Class 23 contains 168394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149675616.000000 Penalty: 58980.136719
Iteration 74Q: 18 clusters Score -1.496756e+08 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 191849 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 183029 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 55720 members 
Mstep: Class 12 contains 4301 members 
Mstep: Class 14 contains 180207 members 
Mstep: Class 16 contains 62235 members 
Mstep: Class 18 contains 29640 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 178458 members 
Mstep: Class 22 contains 120191 members 
Mstep: Class 23 contains 168169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676064.000000 Penalty: 58980.136719
Iteration 75Q: 18 clusters Score -1.496761e+08 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 190430 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1782 members 
Mstep: Class 5 contains 183000 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10945 members 
Mstep: Class 10 contains 55566 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 14 contains 179908 members 
Mstep: Class 16 contains 62285 members 
Mstep: Class 18 contains 29624 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 178049 members 
Mstep: Class 22 contains 122744 members 
Mstep: Class 23 contains 167922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676064.000000 Penalty: 58980.136719
Iteration 76Q: 18 clusters Score -1.496761e+08 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 189120 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 182874 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 55393 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 179597 members 
Mstep: Class 16 contains 62330 members 
Mstep: Class 18 contains 29611 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 177626 members 
Mstep: Class 22 contains 125403 members 
Mstep: Class 23 contains 167609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676144.000000 Penalty: 58980.136719
Iteration 77Q: 18 clusters Score -1.496761e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 187838 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1782 members 
Mstep: Class 5 contains 182606 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 55223 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 14 contains 179296 members 
Mstep: Class 16 contains 62404 members 
Mstep: Class 18 contains 29569 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 177268 members 
Mstep: Class 22 contains 128149 members 
Mstep: Class 23 contains 167245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149676800.000000 Penalty: 58980.136719
Iteration 78Q: 18 clusters Score -1.496768e+08 nChanged 5571
Entering ConstructFrom: 
Score: -149676800.000000 Penalty: 58980.136719
Entering ConstructFrom: 
Trying to split cluster 1 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75842.937500 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -75842.94 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 368 members 
Entering Unmasked Estep 
Score: -74139.093750 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -74139.09 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74551.375000 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -74551.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74760.117188 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -74760.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74891.117188 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -74891.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74986.203125 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -74986.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75081.210938 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -75081.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75235.375000 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -75235.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75460.718750 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -75460.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75655.539062 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -75655.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75745.429688 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -75745.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75812.640625 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -75812.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75846.679688 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -75846.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75902.421875 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -75902.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75981.820312 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -75981.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75994.421875 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -75994.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75994.421875 Penalty: 3269.470215
	Iteration 15F: 3 clusters Score -75994.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 186481 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 178980 members 
Mstep: Class 16 contains 62481 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176863 members 
Mstep: Class 22 contains 131083 members 
Mstep: Class 23 contains 166891 members 
Entering Unmasked Estep 
Score: -149675232.000000 Penalty: 62449.558594
Splitting cluster 1 changes total score from -149676800.000000 to -149675232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (186481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186481 members 
Entering Unmasked Estep 
Score: -23774348.000000 Penalty: 3009.749023
	Iteration 0F: 2 clusters Score -2.377435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 93234 members 
Entering Unmasked Estep 
Score: -23650202.000000 Penalty: 6019.498047
	Iteration 0F: 3 clusters Score -2.36502e+07 nChanged 89568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -23702416.000000 Penalty: 6019.498047
	Iteration 1F: 3 clusters Score -2.370242e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 92612 members 
Entering Unmasked Estep 
Score: -23703356.000000 Penalty: 6019.498047
	Iteration 2Q: 3 clusters Score -2.370336e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -23704644.000000 Penalty: 6019.498047
	Iteration 3Q: 3 clusters Score -2.370464e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93825 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -23706508.000000 Penalty: 6019.498047
	Iteration 4Q: 3 clusters Score -2.370651e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -23709700.000000 Penalty: 6019.498047
	Iteration 5Q: 3 clusters Score -2.37097e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -23714880.000000 Penalty: 6019.498047
	Iteration 6Q: 3 clusters Score -2.371488e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -23723140.000000 Penalty: 6019.498047
	Iteration 7F: 3 clusters Score -2.372314e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 102275 members 
Entering Unmasked Estep 
Score: -23734256.000000 Penalty: 6019.498047
	Iteration 8F: 3 clusters Score -2.373426e+07 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -23746402.000000 Penalty: 6019.498047
	Iteration 9F: 3 clusters Score -2.37464e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -23755926.000000 Penalty: 6019.498047
	Iteration 10F: 3 clusters Score -2.375593e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -23760874.000000 Penalty: 6019.498047
	Iteration 11Q: 3 clusters Score -2.376087e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 122234 members 
Entering Unmasked Estep 
Score: -23763864.000000 Penalty: 6019.498047
	Iteration 12Q: 3 clusters Score -2.376386e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 125713 members 
Entering Unmasked Estep 
Score: -23766036.000000 Penalty: 6019.498047
	Iteration 13Q: 3 clusters Score -2.376604e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -23767698.000000 Penalty: 6019.498047
	Iteration 14Q: 3 clusters Score -2.37677e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -23769038.000000 Penalty: 6019.498047
	Iteration 15Q: 3 clusters Score -2.376904e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 134122 members 
Entering Unmasked Estep 
Score: -23769864.000000 Penalty: 6019.498047
	Iteration 16Q: 3 clusters Score -2.376986e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -23770502.000000 Penalty: 6019.498047
	Iteration 17Q: 3 clusters Score -2.37705e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -23770964.000000 Penalty: 6019.498047
	Iteration 18Q: 3 clusters Score -2.377096e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -23771454.000000 Penalty: 6019.498047
	Iteration 19Q: 3 clusters Score -2.377145e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 141980 members 
Entering Unmasked Estep 
Score: -23771894.000000 Penalty: 6019.498047
	Iteration 20F: 3 clusters Score -2.377189e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 143588 members 
Entering Unmasked Estep 
Score: -23772226.000000 Penalty: 6019.498047
	Iteration 21Q: 3 clusters Score -2.377223e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -23772636.000000 Penalty: 6019.498047
	Iteration 22Q: 3 clusters Score -2.377264e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -23772910.000000 Penalty: 6019.498047
	Iteration 23Q: 3 clusters Score -2.377291e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -23773164.000000 Penalty: 6019.498047
	Iteration 24Q: 3 clusters Score -2.377316e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 149040 members 
Entering Unmasked Estep 
Score: -23773380.000000 Penalty: 6019.498047
	Iteration 25Q: 3 clusters Score -2.377338e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -23773584.000000 Penalty: 6019.498047
	Iteration 26Q: 3 clusters Score -2.377358e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -23773692.000000 Penalty: 6019.498047
	Iteration 27Q: 3 clusters Score -2.377369e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -23773964.000000 Penalty: 6019.498047
	Iteration 28Q: 3 clusters Score -2.377396e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -23774042.000000 Penalty: 6019.498047
	Iteration 29Q: 3 clusters Score -2.377404e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -23774178.000000 Penalty: 6019.498047
	Iteration 30Q: 3 clusters Score -2.377418e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -23774222.000000 Penalty: 6019.498047
	Iteration 31Q: 3 clusters Score -2.377422e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 155734 members 
Entering Unmasked Estep 
Score: -23774314.000000 Penalty: 6019.498047
	Iteration 32Q: 3 clusters Score -2.377431e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 156472 members 
Entering Unmasked Estep 
Score: -23774402.000000 Penalty: 6019.498047
	Iteration 33Q: 3 clusters Score -2.37744e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -23774506.000000 Penalty: 6019.498047
	Iteration 34Q: 3 clusters Score -2.377451e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 157796 members 
Entering Unmasked Estep 
Score: -23774648.000000 Penalty: 6019.498047
	Iteration 35Q: 3 clusters Score -2.377465e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 158380 members 
Entering Unmasked Estep 
Score: -23774718.000000 Penalty: 6019.498047
	Iteration 36Q: 3 clusters Score -2.377472e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -23774798.000000 Penalty: 6019.498047
	Iteration 37Q: 3 clusters Score -2.37748e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -23774832.000000 Penalty: 6019.498047
	Iteration 38Q: 3 clusters Score -2.377483e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 159924 members 
Entering Unmasked Estep 
Score: -23774880.000000 Penalty: 6019.498047
	Iteration 39Q: 3 clusters Score -2.377488e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 160334 members 
Entering Unmasked Estep 
Score: -23774866.000000 Penalty: 6019.498047
	Iteration 40F: 3 clusters Score -2.377487e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 160725 members 
Entering Unmasked Estep 
Score: -23774858.000000 Penalty: 6019.498047
	Iteration 41Q: 3 clusters Score -2.377486e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -23774942.000000 Penalty: 6019.498047
	Iteration 42Q: 3 clusters Score -2.377494e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -23774952.000000 Penalty: 6019.498047
	Iteration 43Q: 3 clusters Score -2.377495e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 161680 members 
Entering Unmasked Estep 
Score: -23774964.000000 Penalty: 6019.498047
	Iteration 44Q: 3 clusters Score -2.377496e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -23775022.000000 Penalty: 6019.498047
	Iteration 45Q: 3 clusters Score -2.377502e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -23775016.000000 Penalty: 6019.498047
	Iteration 46Q: 3 clusters Score -2.377502e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -23775044.000000 Penalty: 6019.498047
	Iteration 47Q: 3 clusters Score -2.377504e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 162634 members 
Entering Unmasked Estep 
Score: -23775134.000000 Penalty: 6019.498047
	Iteration 48Q: 3 clusters Score -2.377513e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -23775136.000000 Penalty: 6019.498047
	Iteration 49Q: 3 clusters Score -2.377514e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -23775098.000000 Penalty: 6019.498047
	Iteration 50Q: 3 clusters Score -2.37751e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -23775066.000000 Penalty: 6019.498047
	Iteration 51Q: 3 clusters Score -2.377507e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -23775078.000000 Penalty: 6019.498047
	Iteration 52Q: 3 clusters Score -2.377508e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -23775114.000000 Penalty: 6019.498047
	Iteration 53Q: 3 clusters Score -2.377511e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -23775116.000000 Penalty: 6019.498047
	Iteration 54Q: 3 clusters Score -2.377512e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -23775024.000000 Penalty: 6019.498047
	Iteration 55Q: 3 clusters Score -2.377502e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -23775034.000000 Penalty: 6019.498047
	Iteration 56Q: 3 clusters Score -2.377503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -23775046.000000 Penalty: 6019.498047
	Iteration 57Q: 3 clusters Score -2.377505e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -23775034.000000 Penalty: 6019.498047
	Iteration 58Q: 3 clusters Score -2.377503e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 164107 members 
Entering Unmasked Estep 
Score: -23775074.000000 Penalty: 6019.498047
	Iteration 59Q: 3 clusters Score -2.377507e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -23775020.000000 Penalty: 6019.498047
	Iteration 60F: 3 clusters Score -2.377502e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -23774998.000000 Penalty: 6019.498047
	Iteration 61Q: 3 clusters Score -2.3775e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 164443 members 
Entering Unmasked Estep 
Score: -23775034.000000 Penalty: 6019.498047
	Iteration 62Q: 3 clusters Score -2.377503e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -23775020.000000 Penalty: 6019.498047
	Iteration 63Q: 3 clusters Score -2.377502e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 164663 members 
Entering Unmasked Estep 
Score: -23775052.000000 Penalty: 6019.498047
	Iteration 64Q: 3 clusters Score -2.377505e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -23775048.000000 Penalty: 6019.498047
	Iteration 65Q: 3 clusters Score -2.377505e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -23775072.000000 Penalty: 6019.498047
	Iteration 66Q: 3 clusters Score -2.377507e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -23775104.000000 Penalty: 6019.498047
	Iteration 67Q: 3 clusters Score -2.37751e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -23775088.000000 Penalty: 6019.498047
	Iteration 68Q: 3 clusters Score -2.377509e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -23775118.000000 Penalty: 6019.498047
	Iteration 69Q: 3 clusters Score -2.377512e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -23775140.000000 Penalty: 6019.498047
	Iteration 70Q: 3 clusters Score -2.377514e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 165199 members 
Entering Unmasked Estep 
Score: -23775128.000000 Penalty: 6019.498047
	Iteration 71Q: 3 clusters Score -2.377513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -23775106.000000 Penalty: 6019.498047
	Iteration 72Q: 3 clusters Score -2.377511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -23775098.000000 Penalty: 6019.498047
	Iteration 73Q: 3 clusters Score -2.37751e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 165419 members 
Entering Unmasked Estep 
Score: -23775082.000000 Penalty: 6019.498047
	Iteration 74Q: 3 clusters Score -2.377508e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -23775130.000000 Penalty: 6019.498047
	Iteration 75Q: 3 clusters Score -2.377513e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -23775136.000000 Penalty: 6019.498047
	Iteration 76Q: 3 clusters Score -2.377514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 165662 members 
Entering Unmasked Estep 
Score: -23775150.000000 Penalty: 6019.498047
	Iteration 77Q: 3 clusters Score -2.377515e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -23775110.000000 Penalty: 6019.498047
	Iteration 78Q: 3 clusters Score -2.377511e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -23775162.000000 Penalty: 6019.498047
	Iteration 79Q: 3 clusters Score -2.377516e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 165902 members 
Entering Unmasked Estep 
Score: -23775144.000000 Penalty: 6019.498047
	Iteration 80F: 3 clusters Score -2.377514e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -23775184.000000 Penalty: 6019.498047
	Iteration 81Q: 3 clusters Score -2.377518e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 166071 members 
Entering Unmasked Estep 
Score: -23775166.000000 Penalty: 6019.498047
	Iteration 82Q: 3 clusters Score -2.377517e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -23775162.000000 Penalty: 6019.498047
	Iteration 83Q: 3 clusters Score -2.377516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 166211 members 
Entering Unmasked Estep 
Score: -23775144.000000 Penalty: 6019.498047
	Iteration 84Q: 3 clusters Score -2.377514e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -23775126.000000 Penalty: 6019.498047
	Iteration 85Q: 3 clusters Score -2.377513e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -23775160.000000 Penalty: 6019.498047
	Iteration 86Q: 3 clusters Score -2.377516e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 166394 members 
Entering Unmasked Estep 
Score: -23775156.000000 Penalty: 6019.498047
	Iteration 87Q: 3 clusters Score -2.377516e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 166450 members 
Entering Unmasked Estep 
Score: -23775144.000000 Penalty: 6019.498047
	Iteration 88Q: 3 clusters Score -2.377514e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 166507 members 
Entering Unmasked Estep 
Score: -23775130.000000 Penalty: 6019.498047
	Iteration 89Q: 3 clusters Score -2.377513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 166555 members 
Entering Unmasked Estep 
Score: -23775114.000000 Penalty: 6019.498047
	Iteration 90Q: 3 clusters Score -2.377511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -23775138.000000 Penalty: 6019.498047
	Iteration 91Q: 3 clusters Score -2.377514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 166640 members 
Entering Unmasked Estep 
Score: -23775140.000000 Penalty: 6019.498047
	Iteration 92Q: 3 clusters Score -2.377514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 166686 members 
Entering Unmasked Estep 
Score: -23775114.000000 Penalty: 6019.498047
	Iteration 93Q: 3 clusters Score -2.377511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -23775148.000000 Penalty: 6019.498047
	Iteration 94Q: 3 clusters Score -2.377515e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -23775168.000000 Penalty: 6019.498047
	Iteration 95Q: 3 clusters Score -2.377517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 166794 members 
Entering Unmasked Estep 
Score: -23775180.000000 Penalty: 6019.498047
	Iteration 96Q: 3 clusters Score -2.377518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -23775198.000000 Penalty: 6019.498047
	Iteration 97Q: 3 clusters Score -2.37752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 166852 members 
Entering Unmasked Estep 
Score: -23775212.000000 Penalty: 6019.498047
	Iteration 98Q: 3 clusters Score -2.377521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -23775192.000000 Penalty: 6019.498047
	Iteration 99Q: 3 clusters Score -2.377519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 166920 members 
Entering Unmasked Estep 
Score: -23775190.000000 Penalty: 6019.498047
	Iteration 100F: 3 clusters Score -2.377519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 166945 members 
Entering Unmasked Estep 
Score: -23775160.000000 Penalty: 6019.498047
	Iteration 101Q: 3 clusters Score -2.377516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -23775176.000000 Penalty: 6019.498047
	Iteration 102Q: 3 clusters Score -2.377518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 166980 members 
Entering Unmasked Estep 
Score: -23775172.000000 Penalty: 6019.498047
	Iteration 103Q: 3 clusters Score -2.377517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -23775174.000000 Penalty: 6019.498047
	Iteration 104Q: 3 clusters Score -2.377517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -23775176.000000 Penalty: 6019.498047
	Iteration 105Q: 3 clusters Score -2.377518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 167045 members 
Entering Unmasked Estep 
Score: -23775170.000000 Penalty: 6019.498047
	Iteration 106Q: 3 clusters Score -2.377517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -23775186.000000 Penalty: 6019.498047
	Iteration 107Q: 3 clusters Score -2.377519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 167103 members 
Entering Unmasked Estep 
Score: -23775192.000000 Penalty: 6019.498047
	Iteration 108Q: 3 clusters Score -2.377519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 167126 members 
Entering Unmasked Estep 
Score: -23775190.000000 Penalty: 6019.498047
	Iteration 109Q: 3 clusters Score -2.377519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 167145 members 
Entering Unmasked Estep 
Score: -23775176.000000 Penalty: 6019.498047
	Iteration 110Q: 3 clusters Score -2.377518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 167170 members 
Entering Unmasked Estep 
Score: -23775174.000000 Penalty: 6019.498047
	Iteration 111Q: 3 clusters Score -2.377517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -23775172.000000 Penalty: 6019.498047
	Iteration 112Q: 3 clusters Score -2.377517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -23775188.000000 Penalty: 6019.498047
	Iteration 113Q: 3 clusters Score -2.377519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 167233 members 
Entering Unmasked Estep 
Score: -23775184.000000 Penalty: 6019.498047
	Iteration 114Q: 3 clusters Score -2.377518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 167246 members 
Entering Unmasked Estep 
Score: -23775182.000000 Penalty: 6019.498047
	Iteration 115Q: 3 clusters Score -2.377518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -23775182.000000 Penalty: 6019.498047
	Iteration 116Q: 3 clusters Score -2.377518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -23775180.000000 Penalty: 6019.498047
	Iteration 117Q: 3 clusters Score -2.377518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -23775178.000000 Penalty: 6019.498047
	Iteration 118Q: 3 clusters Score -2.377518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -23775178.000000 Penalty: 6019.498047
	Iteration 119F: 3 clusters Score -2.377518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19229 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 167252 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 178980 members 
Mstep: Class 16 contains 62481 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176863 members 
Mstep: Class 22 contains 131083 members 
Mstep: Class 23 contains 166891 members 
Entering Unmasked Estep 
Score: -149676704.000000 Penalty: 62449.558594
Splitting cluster 2 changes total score from -149676800.000000 to -149676704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -30405.476562 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -30405.48 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 166 members 
Entering Unmasked Estep 
Score: -29144.894531 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -29144.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29276.363281 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -29276.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29322.052734 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -29322.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29357.835938 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -29357.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29373.076172 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -29373.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29403.335938 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -29403.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29417.425781 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -29417.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29458.962891 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -29458.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29503.310547 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -29503.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29539.816406 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -29539.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29559.617188 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -29559.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29586.406250 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -29586.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29637.408203 Penalty: 2842.129395
	Iteration 12Q: 3 clusters Score -29637.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29723.773438 Penalty: 2842.129395
	Iteration 13Q: 3 clusters Score -29723.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29806.679688 Penalty: 2842.129395
	Iteration 14Q: 3 clusters Score -29806.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29812.246094 Penalty: 2842.129395
	Iteration 15Q: 3 clusters Score -29812.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29819.324219 Penalty: 2842.129395
	Iteration 16Q: 3 clusters Score -29819.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29819.324219 Penalty: 2842.129395
	Iteration 17F: 3 clusters Score -29819.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -212138.484375 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -212138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -209673.828125 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -209673.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210103.765625 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -210103.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210225.859375 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -210225.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -210294.953125 Penalty: 3713.082031
	Iteration 3Q: 3 clusters Score -210295 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -210334.359375 Penalty: 3713.082031
	Iteration 4Q: 3 clusters Score -210334.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210362.609375 Penalty: 3713.082031
	Iteration 5Q: 3 clusters Score -210362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210383.140625 Penalty: 3713.082031
	Iteration 6Q: 3 clusters Score -210383.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -210397.671875 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -210397.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -210408.093750 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -210408.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -210418.500000 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -210418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -210429.968750 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -210430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -210435.843750 Penalty: 3713.082031
	Iteration 11Q: 3 clusters Score -210435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -210442.234375 Penalty: 3713.082031
	Iteration 12Q: 3 clusters Score -210442.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210451.921875 Penalty: 3713.082031
	Iteration 13Q: 3 clusters Score -210451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210455.156250 Penalty: 3713.082031
	Iteration 14Q: 3 clusters Score -210455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -210457.843750 Penalty: 3713.082031
	Iteration 15Q: 3 clusters Score -210457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210459.156250 Penalty: 3713.082031
	Iteration 16Q: 3 clusters Score -210459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210462.437500 Penalty: 3713.082031
	Iteration 17Q: 3 clusters Score -210462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210463.703125 Penalty: 3713.082031
	Iteration 18Q: 3 clusters Score -210463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -210464.296875 Penalty: 3713.082031
	Iteration 19Q: 3 clusters Score -210464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -210464.234375 Penalty: 3713.082031
	Iteration 20F: 3 clusters Score -210464.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (182262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182262 members 
Entering Unmasked Estep 
Score: -23349106.000000 Penalty: 3004.073730
	Iteration 0F: 2 clusters Score -2.334911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -23227012.000000 Penalty: 6008.147461
	Iteration 0F: 3 clusters Score -2.322701e+07 nChanged 87922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -23278664.000000 Penalty: 6008.147461
	Iteration 1F: 3 clusters Score -2.327866e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -23279646.000000 Penalty: 6008.147461
	Iteration 2Q: 3 clusters Score -2.327965e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -23280878.000000 Penalty: 6008.147461
	Iteration 3Q: 3 clusters Score -2.328088e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -23282540.000000 Penalty: 6008.147461
	Iteration 4Q: 3 clusters Score -2.328254e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -23284714.000000 Penalty: 6008.147461
	Iteration 5Q: 3 clusters Score -2.328471e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98955 members 
Mstep: Class 2 contains 83307 members 
Entering Unmasked Estep 
Score: -23288410.000000 Penalty: 6008.147461
	Iteration 6Q: 3 clusters Score -2.328841e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -23293948.000000 Penalty: 6008.147461
	Iteration 7F: 3 clusters Score -2.329395e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -23301344.000000 Penalty: 6008.147461
	Iteration 8F: 3 clusters Score -2.330134e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -23309856.000000 Penalty: 6008.147461
	Iteration 9F: 3 clusters Score -2.330986e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110656 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -23317268.000000 Penalty: 6008.147461
	Iteration 10F: 3 clusters Score -2.331727e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111435 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -23322104.000000 Penalty: 6008.147461
	Iteration 11F: 3 clusters Score -2.33221e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -23324358.000000 Penalty: 6008.147461
	Iteration 12Q: 3 clusters Score -2.332436e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112985 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -23325414.000000 Penalty: 6008.147461
	Iteration 13Q: 3 clusters Score -2.332541e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -23325848.000000 Penalty: 6008.147461
	Iteration 14Q: 3 clusters Score -2.332585e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -23326214.000000 Penalty: 6008.147461
	Iteration 15Q: 3 clusters Score -2.332621e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -23326516.000000 Penalty: 6008.147461
	Iteration 16Q: 3 clusters Score -2.332652e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -23326838.000000 Penalty: 6008.147461
	Iteration 17Q: 3 clusters Score -2.332684e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119465 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -23327138.000000 Penalty: 6008.147461
	Iteration 18Q: 3 clusters Score -2.332714e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121050 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -23327524.000000 Penalty: 6008.147461
	Iteration 19Q: 3 clusters Score -2.332752e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -23327926.000000 Penalty: 6008.147461
	Iteration 20F: 3 clusters Score -2.332793e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -23328422.000000 Penalty: 6008.147461
	Iteration 21Q: 3 clusters Score -2.332842e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126286 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -23328840.000000 Penalty: 6008.147461
	Iteration 22Q: 3 clusters Score -2.332884e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -23329320.000000 Penalty: 6008.147461
	Iteration 23Q: 3 clusters Score -2.332932e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129924 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -23329740.000000 Penalty: 6008.147461
	Iteration 24Q: 3 clusters Score -2.332974e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -23329986.000000 Penalty: 6008.147461
	Iteration 25Q: 3 clusters Score -2.332999e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133612 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -23330480.000000 Penalty: 6008.147461
	Iteration 26Q: 3 clusters Score -2.333048e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135428 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -23331038.000000 Penalty: 6008.147461
	Iteration 27Q: 3 clusters Score -2.333104e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -23331538.000000 Penalty: 6008.147461
	Iteration 28Q: 3 clusters Score -2.333154e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -23332176.000000 Penalty: 6008.147461
	Iteration 29Q: 3 clusters Score -2.333218e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140897 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -23332548.000000 Penalty: 6008.147461
	Iteration 30Q: 3 clusters Score -2.333255e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -23332938.000000 Penalty: 6008.147461
	Iteration 31Q: 3 clusters Score -2.333294e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144520 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -23333540.000000 Penalty: 6008.147461
	Iteration 32Q: 3 clusters Score -2.333354e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -23334280.000000 Penalty: 6008.147461
	Iteration 33Q: 3 clusters Score -2.333428e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -23334774.000000 Penalty: 6008.147461
	Iteration 34Q: 3 clusters Score -2.333477e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -23335322.000000 Penalty: 6008.147461
	Iteration 35Q: 3 clusters Score -2.333532e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151886 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -23335978.000000 Penalty: 6008.147461
	Iteration 36Q: 3 clusters Score -2.333598e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -23336660.000000 Penalty: 6008.147461
	Iteration 37Q: 3 clusters Score -2.333666e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -23337354.000000 Penalty: 6008.147461
	Iteration 38Q: 3 clusters Score -2.333735e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -23337960.000000 Penalty: 6008.147461
	Iteration 39Q: 3 clusters Score -2.333796e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -23338608.000000 Penalty: 6008.147461
	Iteration 40F: 3 clusters Score -2.333861e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -23339394.000000 Penalty: 6008.147461
	Iteration 41Q: 3 clusters Score -2.333939e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -23339880.000000 Penalty: 6008.147461
	Iteration 42Q: 3 clusters Score -2.333988e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -23340660.000000 Penalty: 6008.147461
	Iteration 43Q: 3 clusters Score -2.334066e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -23341124.000000 Penalty: 6008.147461
	Iteration 44Q: 3 clusters Score -2.334112e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -23341720.000000 Penalty: 6008.147461
	Iteration 45Q: 3 clusters Score -2.334172e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -23342286.000000 Penalty: 6008.147461
	Iteration 46Q: 3 clusters Score -2.334229e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -23342846.000000 Penalty: 6008.147461
	Iteration 47Q: 3 clusters Score -2.334285e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -23343360.000000 Penalty: 6008.147461
	Iteration 48Q: 3 clusters Score -2.334336e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173584 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -23343842.000000 Penalty: 6008.147461
	Iteration 49Q: 3 clusters Score -2.334384e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174721 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -23344402.000000 Penalty: 6008.147461
	Iteration 50Q: 3 clusters Score -2.33444e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -23344802.000000 Penalty: 6008.147461
	Iteration 51Q: 3 clusters Score -2.33448e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -23345154.000000 Penalty: 6008.147461
	Iteration 52Q: 3 clusters Score -2.334515e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177268 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -23345458.000000 Penalty: 6008.147461
	Iteration 53Q: 3 clusters Score -2.334546e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177859 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -23345770.000000 Penalty: 6008.147461
	Iteration 54Q: 3 clusters Score -2.334577e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -23345960.000000 Penalty: 6008.147461
	Iteration 55Q: 3 clusters Score -2.334596e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23346060.000000 Penalty: 6008.147461
	Iteration 56Q: 3 clusters Score -2.334606e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -23346192.000000 Penalty: 6008.147461
	Iteration 57Q: 3 clusters Score -2.334619e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179262 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -23346224.000000 Penalty: 6008.147461
	Iteration 58Q: 3 clusters Score -2.334622e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179486 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23346242.000000 Penalty: 6008.147461
	Iteration 59Q: 3 clusters Score -2.334624e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23346342.000000 Penalty: 6008.147461
	Iteration 60F: 3 clusters Score -2.334634e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179840 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -23346442.000000 Penalty: 6008.147461
	Iteration 61Q: 3 clusters Score -2.334644e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179984 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -23346500.000000 Penalty: 6008.147461
	Iteration 62Q: 3 clusters Score -2.33465e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180104 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -23346526.000000 Penalty: 6008.147461
	Iteration 63Q: 3 clusters Score -2.334653e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180221 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23346574.000000 Penalty: 6008.147461
	Iteration 64Q: 3 clusters Score -2.334657e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180324 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23346634.000000 Penalty: 6008.147461
	Iteration 65Q: 3 clusters Score -2.334663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180396 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23346676.000000 Penalty: 6008.147461
	Iteration 66Q: 3 clusters Score -2.334668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23346712.000000 Penalty: 6008.147461
	Iteration 67Q: 3 clusters Score -2.334671e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180518 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23346682.000000 Penalty: 6008.147461
	Iteration 68Q: 3 clusters Score -2.334668e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180570 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -23346708.000000 Penalty: 6008.147461
	Iteration 69Q: 3 clusters Score -2.334671e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180611 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -23346710.000000 Penalty: 6008.147461
	Iteration 70Q: 3 clusters Score -2.334671e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180645 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -23346724.000000 Penalty: 6008.147461
	Iteration 71Q: 3 clusters Score -2.334672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180678 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23346742.000000 Penalty: 6008.147461
	Iteration 72Q: 3 clusters Score -2.334674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180706 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23346746.000000 Penalty: 6008.147461
	Iteration 73Q: 3 clusters Score -2.334675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -23346748.000000 Penalty: 6008.147461
	Iteration 74Q: 3 clusters Score -2.334675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180751 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -23346744.000000 Penalty: 6008.147461
	Iteration 75Q: 3 clusters Score -2.334674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180760 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -23346732.000000 Penalty: 6008.147461
	Iteration 76Q: 3 clusters Score -2.334673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180771 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -23346742.000000 Penalty: 6008.147461
	Iteration 77Q: 3 clusters Score -2.334674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180775 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23346730.000000 Penalty: 6008.147461
	Iteration 78Q: 3 clusters Score -2.334673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180783 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -23346744.000000 Penalty: 6008.147461
	Iteration 79Q: 3 clusters Score -2.334674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180790 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -23346750.000000 Penalty: 6008.147461
	Iteration 80F: 3 clusters Score -2.334675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180797 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -23346766.000000 Penalty: 6008.147461
	Iteration 81Q: 3 clusters Score -2.334677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180808 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23346748.000000 Penalty: 6008.147461
	Iteration 82Q: 3 clusters Score -2.334675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180819 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23346746.000000 Penalty: 6008.147461
	Iteration 83Q: 3 clusters Score -2.334675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23346744.000000 Penalty: 6008.147461
	Iteration 84Q: 3 clusters Score -2.334674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180832 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -23346764.000000 Penalty: 6008.147461
	Iteration 85Q: 3 clusters Score -2.334676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180838 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -23346746.000000 Penalty: 6008.147461
	Iteration 86Q: 3 clusters Score -2.334675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180845 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -23346758.000000 Penalty: 6008.147461
	Iteration 87Q: 3 clusters Score -2.334676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180852 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23346758.000000 Penalty: 6008.147461
	Iteration 88Q: 3 clusters Score -2.334676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -23346750.000000 Penalty: 6008.147461
	Iteration 89Q: 3 clusters Score -2.334675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180860 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -23346756.000000 Penalty: 6008.147461
	Iteration 90Q: 3 clusters Score -2.334676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180869 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23346768.000000 Penalty: 6008.147461
	Iteration 91Q: 3 clusters Score -2.334677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180877 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -23346744.000000 Penalty: 6008.147461
	Iteration 92Q: 3 clusters Score -2.334674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180882 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -23346770.000000 Penalty: 6008.147461
	Iteration 93Q: 3 clusters Score -2.334677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180886 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -23346758.000000 Penalty: 6008.147461
	Iteration 94Q: 3 clusters Score -2.334676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180889 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -23346754.000000 Penalty: 6008.147461
	Iteration 95Q: 3 clusters Score -2.334675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180892 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -23346754.000000 Penalty: 6008.147461
	Iteration 96Q: 3 clusters Score -2.334675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180895 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23346760.000000 Penalty: 6008.147461
	Iteration 97Q: 3 clusters Score -2.334676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180898 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23346772.000000 Penalty: 6008.147461
	Iteration 98Q: 3 clusters Score -2.334677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -23346772.000000 Penalty: 6008.147461
	Iteration 99Q: 3 clusters Score -2.334677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180902 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -23346772.000000 Penalty: 6008.147461
	Iteration 100F: 3 clusters Score -2.334677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180903 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23346778.000000 Penalty: 6008.147461
	Iteration 101Q: 3 clusters Score -2.334678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180904 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23346768.000000 Penalty: 6008.147461
	Iteration 102Q: 3 clusters Score -2.334677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180904 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23346768.000000 Penalty: 6008.147461
	Iteration 103F: 3 clusters Score -2.334677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -59762.894531 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -59762.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58261.003906 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -58261 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58945.832031 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -58945.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59526.964844 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -59526.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59910.710938 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -59910.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60271.191406 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -60271.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60434.394531 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -60434.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60462.593750 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -60462.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60481.324219 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -60481.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60490.281250 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -60490.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60495.335938 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -60495.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60495.335938 Penalty: 3148.305176
	Iteration 10F: 3 clusters Score -60495.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 186481 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 8 contains 372 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 178980 members 
Mstep: Class 16 contains 62481 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176863 members 
Mstep: Class 22 contains 131083 members 
Mstep: Class 23 contains 166891 members 
Entering Unmasked Estep 
Score: -149675968.000000 Penalty: 62449.558594
Splitting cluster 6 changes total score from -149676800.000000 to -149675968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -99660.140625 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -99660.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97818.546875 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -97818.55 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98409.226562 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -98409.23 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98849.671875 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -98849.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99349.445312 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -99349.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99742.968750 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -99742.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100023.679688 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -100023.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100403.906250 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -100403.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100565.484375 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -100565.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100689.796875 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -100689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100762.507812 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -100762.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100836.875000 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -100836.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100915.046875 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -100915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100985.140625 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -100985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101027.710938 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -101027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101029.257812 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -101029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101080.992188 Penalty: 3399.236328
	Iteration 15F: 3 clusters Score -101081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101253.257812 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -101253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101255.875000 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -101255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101257.046875 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -101257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101259.906250 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -101259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101264.382812 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -101264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101269.570312 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -101269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101273.570312 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -101273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101274.578125 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -101274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101277.734375 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -101277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101278.718750 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -101278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101278.718750 Penalty: 3399.236328
	Iteration 26F: 3 clusters Score -101278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 186481 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 178980 members 
Mstep: Class 16 contains 62481 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176863 members 
Mstep: Class 22 contains 131083 members 
Mstep: Class 23 contains 166891 members 
Entering Unmasked Estep 
Score: -149676880.000000 Penalty: 62449.558594
Splitting cluster 7 changes total score from -149676800.000000 to -149676880.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (10841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Entering Unmasked Estep 
Score: -1408891.125000 Penalty: 2304.190674
	Iteration 0F: 2 clusters Score -1408891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1400715.875000 Penalty: 4608.381348
	Iteration 0F: 3 clusters Score -1400716 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1403103.750000 Penalty: 4608.381348
	Iteration 1F: 3 clusters Score -1403104 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1403454.000000 Penalty: 4608.381348
	Iteration 2F: 3 clusters Score -1403454 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1403748.125000 Penalty: 4608.381348
	Iteration 3F: 3 clusters Score -1403748 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1404022.875000 Penalty: 4608.381348
	Iteration 4Q: 3 clusters Score -1404023 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1404324.750000 Penalty: 4608.381348
	Iteration 5Q: 3 clusters Score -1404325 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1404721.375000 Penalty: 4608.381348
	Iteration 6F: 3 clusters Score -1404721 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1405143.000000 Penalty: 4608.381348
	Iteration 7F: 3 clusters Score -1405143 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1405578.500000 Penalty: 4608.381348
	Iteration 8Q: 3 clusters Score -1405578 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1405985.000000 Penalty: 4608.381348
	Iteration 9Q: 3 clusters Score -1405985 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1406310.000000 Penalty: 4608.381348
	Iteration 10Q: 3 clusters Score -1406310 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1406564.750000 Penalty: 4608.381348
	Iteration 11Q: 3 clusters Score -1406565 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1406726.125000 Penalty: 4608.381348
	Iteration 12Q: 3 clusters Score -1406726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1406822.250000 Penalty: 4608.381348
	Iteration 13Q: 3 clusters Score -1406822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1406885.625000 Penalty: 4608.381348
	Iteration 14Q: 3 clusters Score -1406886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1406917.125000 Penalty: 4608.381348
	Iteration 15Q: 3 clusters Score -1406917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1406931.250000 Penalty: 4608.381348
	Iteration 16Q: 3 clusters Score -1406931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1406944.375000 Penalty: 4608.381348
	Iteration 17Q: 3 clusters Score -1406944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1406956.000000 Penalty: 4608.381348
	Iteration 18Q: 3 clusters Score -1406956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1406969.000000 Penalty: 4608.381348
	Iteration 19Q: 3 clusters Score -1406969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1406970.500000 Penalty: 4608.381348
	Iteration 20F: 3 clusters Score -1406970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1406971.250000 Penalty: 4608.381348
	Iteration 21Q: 3 clusters Score -1406971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1406976.125000 Penalty: 4608.381348
	Iteration 22Q: 3 clusters Score -1406976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1406975.750000 Penalty: 4608.381348
	Iteration 23Q: 3 clusters Score -1406976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1406977.125000 Penalty: 4608.381348
	Iteration 24Q: 3 clusters Score -1406977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1406978.875000 Penalty: 4608.381348
	Iteration 25Q: 3 clusters Score -1406979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1406981.000000 Penalty: 4608.381348
	Iteration 26Q: 3 clusters Score -1406981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1406982.500000 Penalty: 4608.381348
	Iteration 27Q: 3 clusters Score -1406982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1406984.625000 Penalty: 4608.381348
	Iteration 28Q: 3 clusters Score -1406985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1406988.250000 Penalty: 4608.381348
	Iteration 29Q: 3 clusters Score -1406988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1406990.250000 Penalty: 4608.381348
	Iteration 30Q: 3 clusters Score -1406990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1406990.250000 Penalty: 4608.381348
	Iteration 31Q: 3 clusters Score -1406990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1406994.375000 Penalty: 4608.381348
	Iteration 32Q: 3 clusters Score -1406994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1406994.125000 Penalty: 4608.381348
	Iteration 33Q: 3 clusters Score -1406994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1406994.125000 Penalty: 4608.381348
	Iteration 34F: 3 clusters Score -1406994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Entering Unmasked Estep 
Score: -7080345.500000 Penalty: 2707.243652
	Iteration 0F: 2 clusters Score -7080346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -7043523.500000 Penalty: 5414.487305
	Iteration 0F: 3 clusters Score -7043524 nChanged 25334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -7057340.500000 Penalty: 5414.487305
	Iteration 1F: 3 clusters Score -7057340 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -7057914.500000 Penalty: 5414.487305
	Iteration 2Q: 3 clusters Score -7057914 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -7058528.500000 Penalty: 5414.487305
	Iteration 3Q: 3 clusters Score -7058528 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -7059176.500000 Penalty: 5414.487305
	Iteration 4Q: 3 clusters Score -7059176 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -7060129.500000 Penalty: 5414.487305
	Iteration 5Q: 3 clusters Score -7060130 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -7061395.500000 Penalty: 5414.487305
	Iteration 6Q: 3 clusters Score -7061396 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -7062925.000000 Penalty: 5414.487305
	Iteration 7F: 3 clusters Score -7062925 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -7064977.000000 Penalty: 5414.487305
	Iteration 8F: 3 clusters Score -7064977 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7067523.000000 Penalty: 5414.487305
	Iteration 9F: 3 clusters Score -7067523 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7070279.000000 Penalty: 5414.487305
	Iteration 10F: 3 clusters Score -7070279 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -7072742.000000 Penalty: 5414.487305
	Iteration 11F: 3 clusters Score -7072742 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7074234.500000 Penalty: 5414.487305
	Iteration 12Q: 3 clusters Score -7074234 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -7074874.000000 Penalty: 5414.487305
	Iteration 13Q: 3 clusters Score -7074874 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -7075284.000000 Penalty: 5414.487305
	Iteration 14Q: 3 clusters Score -7075284 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -7075599.500000 Penalty: 5414.487305
	Iteration 15Q: 3 clusters Score -7075600 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -7075881.000000 Penalty: 5414.487305
	Iteration 16Q: 3 clusters Score -7075881 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -7076059.000000 Penalty: 5414.487305
	Iteration 17Q: 3 clusters Score -7076059 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -7076286.500000 Penalty: 5414.487305
	Iteration 18Q: 3 clusters Score -7076286 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -7076470.500000 Penalty: 5414.487305
	Iteration 19Q: 3 clusters Score -7076470 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -7076667.500000 Penalty: 5414.487305
	Iteration 20F: 3 clusters Score -7076668 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -7076801.000000 Penalty: 5414.487305
	Iteration 21Q: 3 clusters Score -7076801 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -7076937.500000 Penalty: 5414.487305
	Iteration 22Q: 3 clusters Score -7076938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -7077048.500000 Penalty: 5414.487305
	Iteration 23Q: 3 clusters Score -7077048 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -7077166.000000 Penalty: 5414.487305
	Iteration 24Q: 3 clusters Score -7077166 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -7077266.000000 Penalty: 5414.487305
	Iteration 25Q: 3 clusters Score -7077266 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -7077365.500000 Penalty: 5414.487305
	Iteration 26Q: 3 clusters Score -7077366 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -7077430.500000 Penalty: 5414.487305
	Iteration 27Q: 3 clusters Score -7077430 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -7077482.500000 Penalty: 5414.487305
	Iteration 28Q: 3 clusters Score -7077482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -7077531.500000 Penalty: 5414.487305
	Iteration 29Q: 3 clusters Score -7077532 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -7077603.500000 Penalty: 5414.487305
	Iteration 30Q: 3 clusters Score -7077604 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -7077655.500000 Penalty: 5414.487305
	Iteration 31Q: 3 clusters Score -7077656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 50312 members 
Entering Unmasked Estep 
Score: -7077710.000000 Penalty: 5414.487305
	Iteration 32Q: 3 clusters Score -7077710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -7077723.500000 Penalty: 5414.487305
	Iteration 33Q: 3 clusters Score -7077724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -7077756.000000 Penalty: 5414.487305
	Iteration 34Q: 3 clusters Score -7077756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -7077784.000000 Penalty: 5414.487305
	Iteration 35Q: 3 clusters Score -7077784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7077829.500000 Penalty: 5414.487305
	Iteration 36Q: 3 clusters Score -7077830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7077864.000000 Penalty: 5414.487305
	Iteration 37Q: 3 clusters Score -7077864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -7077919.000000 Penalty: 5414.487305
	Iteration 38Q: 3 clusters Score -7077919 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7077926.500000 Penalty: 5414.487305
	Iteration 39Q: 3 clusters Score -7077926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -7077945.500000 Penalty: 5414.487305
	Iteration 40F: 3 clusters Score -7077946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -7077949.000000 Penalty: 5414.487305
	Iteration 41Q: 3 clusters Score -7077949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -7077984.000000 Penalty: 5414.487305
	Iteration 42Q: 3 clusters Score -7077984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -7078019.000000 Penalty: 5414.487305
	Iteration 43Q: 3 clusters Score -7078019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -7078050.500000 Penalty: 5414.487305
	Iteration 44Q: 3 clusters Score -7078050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -7078081.500000 Penalty: 5414.487305
	Iteration 45Q: 3 clusters Score -7078082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -7078086.000000 Penalty: 5414.487305
	Iteration 46Q: 3 clusters Score -7078086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7078115.500000 Penalty: 5414.487305
	Iteration 47Q: 3 clusters Score -7078116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -7078142.000000 Penalty: 5414.487305
	Iteration 48Q: 3 clusters Score -7078142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7078163.000000 Penalty: 5414.487305
	Iteration 49Q: 3 clusters Score -7078163 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -7078170.500000 Penalty: 5414.487305
	Iteration 50Q: 3 clusters Score -7078170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -7078199.000000 Penalty: 5414.487305
	Iteration 51Q: 3 clusters Score -7078199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -7078216.500000 Penalty: 5414.487305
	Iteration 52Q: 3 clusters Score -7078216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -7078212.000000 Penalty: 5414.487305
	Iteration 53Q: 3 clusters Score -7078212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -7078217.500000 Penalty: 5414.487305
	Iteration 54Q: 3 clusters Score -7078218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -7078232.000000 Penalty: 5414.487305
	Iteration 55Q: 3 clusters Score -7078232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -7078242.000000 Penalty: 5414.487305
	Iteration 56Q: 3 clusters Score -7078242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7078244.500000 Penalty: 5414.487305
	Iteration 57Q: 3 clusters Score -7078244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -7078252.000000 Penalty: 5414.487305
	Iteration 58Q: 3 clusters Score -7078252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7078248.500000 Penalty: 5414.487305
	Iteration 59Q: 3 clusters Score -7078248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7078257.000000 Penalty: 5414.487305
	Iteration 60F: 3 clusters Score -7078257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -7078268.000000 Penalty: 5414.487305
	Iteration 61Q: 3 clusters Score -7078268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -7078267.500000 Penalty: 5414.487305
	Iteration 62Q: 3 clusters Score -7078268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -7078270.500000 Penalty: 5414.487305
	Iteration 63Q: 3 clusters Score -7078270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7078277.000000 Penalty: 5414.487305
	Iteration 64Q: 3 clusters Score -7078277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -7078282.000000 Penalty: 5414.487305
	Iteration 65Q: 3 clusters Score -7078282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -7078284.000000 Penalty: 5414.487305
	Iteration 66Q: 3 clusters Score -7078284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7078277.500000 Penalty: 5414.487305
	Iteration 67Q: 3 clusters Score -7078278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -7078296.500000 Penalty: 5414.487305
	Iteration 68Q: 3 clusters Score -7078296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -7078300.000000 Penalty: 5414.487305
	Iteration 69Q: 3 clusters Score -7078300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -7078295.500000 Penalty: 5414.487305
	Iteration 70Q: 3 clusters Score -7078296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -7078297.500000 Penalty: 5414.487305
	Iteration 71Q: 3 clusters Score -7078298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -7078296.000000 Penalty: 5414.487305
	Iteration 72Q: 3 clusters Score -7078296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -7078293.500000 Penalty: 5414.487305
	Iteration 73Q: 3 clusters Score -7078294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -7078298.500000 Penalty: 5414.487305
	Iteration 74Q: 3 clusters Score -7078298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -7078299.000000 Penalty: 5414.487305
	Iteration 75Q: 3 clusters Score -7078299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -7078298.500000 Penalty: 5414.487305
	Iteration 76Q: 3 clusters Score -7078298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 52932 members 
Entering Unmasked Estep 
Score: -7078304.000000 Penalty: 5414.487305
	Iteration 77Q: 3 clusters Score -7078304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -7078308.500000 Penalty: 5414.487305
	Iteration 78Q: 3 clusters Score -7078308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -7078306.000000 Penalty: 5414.487305
	Iteration 79Q: 3 clusters Score -7078306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -7078297.500000 Penalty: 5414.487305
	Iteration 80F: 3 clusters Score -7078298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -7078291.000000 Penalty: 5414.487305
	Iteration 81Q: 3 clusters Score -7078291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -7078300.500000 Penalty: 5414.487305
	Iteration 82Q: 3 clusters Score -7078300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -7078296.500000 Penalty: 5414.487305
	Iteration 83Q: 3 clusters Score -7078296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -7078303.000000 Penalty: 5414.487305
	Iteration 84Q: 3 clusters Score -7078303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -7078303.500000 Penalty: 5414.487305
	Iteration 85Q: 3 clusters Score -7078304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7078303.500000 Penalty: 5414.487305
	Iteration 86Q: 3 clusters Score -7078304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -7078308.500000 Penalty: 5414.487305
	Iteration 87Q: 3 clusters Score -7078308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -7078311.500000 Penalty: 5414.487305
	Iteration 88Q: 3 clusters Score -7078312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -7078324.500000 Penalty: 5414.487305
	Iteration 89Q: 3 clusters Score -7078324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -7078319.500000 Penalty: 5414.487305
	Iteration 90Q: 3 clusters Score -7078320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -7078333.000000 Penalty: 5414.487305
	Iteration 91Q: 3 clusters Score -7078333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -7078329.000000 Penalty: 5414.487305
	Iteration 92Q: 3 clusters Score -7078329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -7078330.500000 Penalty: 5414.487305
	Iteration 93Q: 3 clusters Score -7078330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -7078331.500000 Penalty: 5414.487305
	Iteration 94Q: 3 clusters Score -7078332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7078324.000000 Penalty: 5414.487305
	Iteration 95Q: 3 clusters Score -7078324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7078330.500000 Penalty: 5414.487305
	Iteration 96Q: 3 clusters Score -7078330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7078330.500000 Penalty: 5414.487305
	Iteration 97F: 3 clusters Score -7078330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -536333.875000 Penalty: 2074.455811
	Iteration 0F: 2 clusters Score -536333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -532240.875000 Penalty: 4148.911621
	Iteration 0F: 3 clusters Score -532240.9 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -533190.000000 Penalty: 4148.911621
	Iteration 1F: 3 clusters Score -533190 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -533360.812500 Penalty: 4148.911621
	Iteration 2F: 3 clusters Score -533360.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -533465.437500 Penalty: 4148.911621
	Iteration 3Q: 3 clusters Score -533465.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -533530.500000 Penalty: 4148.911621
	Iteration 4Q: 3 clusters Score -533530.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -533574.937500 Penalty: 4148.911621
	Iteration 5Q: 3 clusters Score -533574.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -533605.437500 Penalty: 4148.911621
	Iteration 6Q: 3 clusters Score -533605.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -533630.375000 Penalty: 4148.911621
	Iteration 7Q: 3 clusters Score -533630.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -533651.750000 Penalty: 4148.911621
	Iteration 8Q: 3 clusters Score -533651.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -533674.937500 Penalty: 4148.911621
	Iteration 9Q: 3 clusters Score -533674.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -533693.687500 Penalty: 4148.911621
	Iteration 10Q: 3 clusters Score -533693.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -533717.000000 Penalty: 4148.911621
	Iteration 11Q: 3 clusters Score -533717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -533742.625000 Penalty: 4148.911621
	Iteration 12Q: 3 clusters Score -533742.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -533767.437500 Penalty: 4148.911621
	Iteration 13Q: 3 clusters Score -533767.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -533787.375000 Penalty: 4148.911621
	Iteration 14Q: 3 clusters Score -533787.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -533805.937500 Penalty: 4148.911621
	Iteration 15Q: 3 clusters Score -533805.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -533820.937500 Penalty: 4148.911621
	Iteration 16Q: 3 clusters Score -533820.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -533833.937500 Penalty: 4148.911621
	Iteration 17Q: 3 clusters Score -533833.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -533848.187500 Penalty: 4148.911621
	Iteration 18Q: 3 clusters Score -533848.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -533863.375000 Penalty: 4148.911621
	Iteration 19Q: 3 clusters Score -533863.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -533874.750000 Penalty: 4148.911621
	Iteration 20F: 3 clusters Score -533874.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -533888.500000 Penalty: 4148.911621
	Iteration 21Q: 3 clusters Score -533888.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -533896.687500 Penalty: 4148.911621
	Iteration 22Q: 3 clusters Score -533896.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -533906.562500 Penalty: 4148.911621
	Iteration 23Q: 3 clusters Score -533906.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -533913.562500 Penalty: 4148.911621
	Iteration 24Q: 3 clusters Score -533913.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -533920.187500 Penalty: 4148.911621
	Iteration 25Q: 3 clusters Score -533920.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -533928.187500 Penalty: 4148.911621
	Iteration 26Q: 3 clusters Score -533928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -533935.187500 Penalty: 4148.911621
	Iteration 27Q: 3 clusters Score -533935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -533941.625000 Penalty: 4148.911621
	Iteration 28Q: 3 clusters Score -533941.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -533947.937500 Penalty: 4148.911621
	Iteration 29Q: 3 clusters Score -533947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -533950.687500 Penalty: 4148.911621
	Iteration 30Q: 3 clusters Score -533950.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -533956.312500 Penalty: 4148.911621
	Iteration 31Q: 3 clusters Score -533956.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -533964.750000 Penalty: 4148.911621
	Iteration 32Q: 3 clusters Score -533964.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -533976.187500 Penalty: 4148.911621
	Iteration 33Q: 3 clusters Score -533976.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -533985.437500 Penalty: 4148.911621
	Iteration 34Q: 3 clusters Score -533985.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -533994.000000 Penalty: 4148.911621
	Iteration 35Q: 3 clusters Score -533994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -534002.937500 Penalty: 4148.911621
	Iteration 36Q: 3 clusters Score -534002.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -534010.125000 Penalty: 4148.911621
	Iteration 37Q: 3 clusters Score -534010.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -534016.062500 Penalty: 4148.911621
	Iteration 38Q: 3 clusters Score -534016.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -534025.375000 Penalty: 4148.911621
	Iteration 39Q: 3 clusters Score -534025.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -534033.312500 Penalty: 4148.911621
	Iteration 40F: 3 clusters Score -534033.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -534040.125000 Penalty: 4148.911621
	Iteration 41Q: 3 clusters Score -534040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -534047.000000 Penalty: 4148.911621
	Iteration 42Q: 3 clusters Score -534047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -534055.500000 Penalty: 4148.911621
	Iteration 43Q: 3 clusters Score -534055.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -534061.062500 Penalty: 4148.911621
	Iteration 44Q: 3 clusters Score -534061.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -534065.687500 Penalty: 4148.911621
	Iteration 45Q: 3 clusters Score -534065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -534071.750000 Penalty: 4148.911621
	Iteration 46Q: 3 clusters Score -534071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -534076.687500 Penalty: 4148.911621
	Iteration 47Q: 3 clusters Score -534076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -534080.812500 Penalty: 4148.911621
	Iteration 48Q: 3 clusters Score -534080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -534085.500000 Penalty: 4148.911621
	Iteration 49Q: 3 clusters Score -534085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -534092.000000 Penalty: 4148.911621
	Iteration 50Q: 3 clusters Score -534092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -534094.687500 Penalty: 4148.911621
	Iteration 51Q: 3 clusters Score -534094.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -534099.000000 Penalty: 4148.911621
	Iteration 52Q: 3 clusters Score -534099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -534103.750000 Penalty: 4148.911621
	Iteration 53Q: 3 clusters Score -534103.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -534107.062500 Penalty: 4148.911621
	Iteration 54Q: 3 clusters Score -534107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -534112.000000 Penalty: 4148.911621
	Iteration 55Q: 3 clusters Score -534112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -534117.187500 Penalty: 4148.911621
	Iteration 56Q: 3 clusters Score -534117.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -534122.937500 Penalty: 4148.911621
	Iteration 57Q: 3 clusters Score -534122.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -534129.875000 Penalty: 4148.911621
	Iteration 58Q: 3 clusters Score -534129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -534134.562500 Penalty: 4148.911621
	Iteration 59Q: 3 clusters Score -534134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -534140.500000 Penalty: 4148.911621
	Iteration 60F: 3 clusters Score -534140.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -534147.250000 Penalty: 4148.911621
	Iteration 61Q: 3 clusters Score -534147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -534153.687500 Penalty: 4148.911621
	Iteration 62Q: 3 clusters Score -534153.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -534160.312500 Penalty: 4148.911621
	Iteration 63Q: 3 clusters Score -534160.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -534170.875000 Penalty: 4148.911621
	Iteration 64Q: 3 clusters Score -534170.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -534176.437500 Penalty: 4148.911621
	Iteration 65Q: 3 clusters Score -534176.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -534182.937500 Penalty: 4148.911621
	Iteration 66Q: 3 clusters Score -534182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -534188.125000 Penalty: 4148.911621
	Iteration 67Q: 3 clusters Score -534188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -534193.750000 Penalty: 4148.911621
	Iteration 68Q: 3 clusters Score -534193.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -534199.062500 Penalty: 4148.911621
	Iteration 69Q: 3 clusters Score -534199.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -534202.687500 Penalty: 4148.911621
	Iteration 70Q: 3 clusters Score -534202.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -534210.062500 Penalty: 4148.911621
	Iteration 71Q: 3 clusters Score -534210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -534212.187500 Penalty: 4148.911621
	Iteration 72Q: 3 clusters Score -534212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -534215.625000 Penalty: 4148.911621
	Iteration 73Q: 3 clusters Score -534215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -534220.250000 Penalty: 4148.911621
	Iteration 74Q: 3 clusters Score -534220.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -534229.562500 Penalty: 4148.911621
	Iteration 75Q: 3 clusters Score -534229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -534236.125000 Penalty: 4148.911621
	Iteration 76Q: 3 clusters Score -534236.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -534241.187500 Penalty: 4148.911621
	Iteration 77Q: 3 clusters Score -534241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -534244.125000 Penalty: 4148.911621
	Iteration 78Q: 3 clusters Score -534244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -534246.250000 Penalty: 4148.911621
	Iteration 79Q: 3 clusters Score -534246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -534253.312500 Penalty: 4148.911621
	Iteration 80F: 3 clusters Score -534253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -534258.687500 Penalty: 4148.911621
	Iteration 81Q: 3 clusters Score -534258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -534266.625000 Penalty: 4148.911621
	Iteration 82Q: 3 clusters Score -534266.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -534273.062500 Penalty: 4148.911621
	Iteration 83Q: 3 clusters Score -534273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -534280.937500 Penalty: 4148.911621
	Iteration 84Q: 3 clusters Score -534280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -534287.375000 Penalty: 4148.911621
	Iteration 85Q: 3 clusters Score -534287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -534293.250000 Penalty: 4148.911621
	Iteration 86Q: 3 clusters Score -534293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -534299.375000 Penalty: 4148.911621
	Iteration 87Q: 3 clusters Score -534299.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -534305.375000 Penalty: 4148.911621
	Iteration 88Q: 3 clusters Score -534305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -534315.000000 Penalty: 4148.911621
	Iteration 89Q: 3 clusters Score -534315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -534322.250000 Penalty: 4148.911621
	Iteration 90Q: 3 clusters Score -534322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -534331.375000 Penalty: 4148.911621
	Iteration 91Q: 3 clusters Score -534331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -534340.500000 Penalty: 4148.911621
	Iteration 92Q: 3 clusters Score -534340.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -534348.875000 Penalty: 4148.911621
	Iteration 93Q: 3 clusters Score -534348.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -534356.375000 Penalty: 4148.911621
	Iteration 94Q: 3 clusters Score -534356.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -534363.250000 Penalty: 4148.911621
	Iteration 95Q: 3 clusters Score -534363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -534370.625000 Penalty: 4148.911621
	Iteration 96Q: 3 clusters Score -534370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -534373.937500 Penalty: 4148.911621
	Iteration 97Q: 3 clusters Score -534373.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -534381.187500 Penalty: 4148.911621
	Iteration 98Q: 3 clusters Score -534381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -534387.000000 Penalty: 4148.911621
	Iteration 99Q: 3 clusters Score -534387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -534391.250000 Penalty: 4148.911621
	Iteration 100F: 3 clusters Score -534391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -534392.750000 Penalty: 4148.911621
	Iteration 101Q: 3 clusters Score -534392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -534396.312500 Penalty: 4148.911621
	Iteration 102Q: 3 clusters Score -534396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -534396.625000 Penalty: 4148.911621
	Iteration 103Q: 3 clusters Score -534396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -534397.312500 Penalty: 4148.911621
	Iteration 104Q: 3 clusters Score -534397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -534398.000000 Penalty: 4148.911621
	Iteration 105Q: 3 clusters Score -534398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -534398.562500 Penalty: 4148.911621
	Iteration 106Q: 3 clusters Score -534398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -534400.312500 Penalty: 4148.911621
	Iteration 107Q: 3 clusters Score -534400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -534401.125000 Penalty: 4148.911621
	Iteration 108Q: 3 clusters Score -534401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -534401.312500 Penalty: 4148.911621
	Iteration 109Q: 3 clusters Score -534401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -534404.250000 Penalty: 4148.911621
	Iteration 110Q: 3 clusters Score -534404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -534406.250000 Penalty: 4148.911621
	Iteration 111Q: 3 clusters Score -534406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -534408.812500 Penalty: 4148.911621
	Iteration 112Q: 3 clusters Score -534408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -534413.250000 Penalty: 4148.911621
	Iteration 113Q: 3 clusters Score -534413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -534419.500000 Penalty: 4148.911621
	Iteration 114Q: 3 clusters Score -534419.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -534429.937500 Penalty: 4148.911621
	Iteration 115Q: 3 clusters Score -534429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -534437.250000 Penalty: 4148.911621
	Iteration 116Q: 3 clusters Score -534437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -534441.312500 Penalty: 4148.911621
	Iteration 117Q: 3 clusters Score -534441.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -534444.375000 Penalty: 4148.911621
	Iteration 118Q: 3 clusters Score -534444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -534447.625000 Penalty: 4148.911621
	Iteration 119Q: 3 clusters Score -534447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -534452.125000 Penalty: 4148.911621
	Iteration 120F: 3 clusters Score -534452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -534454.312500 Penalty: 4148.911621
	Iteration 121Q: 3 clusters Score -534454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -534458.687500 Penalty: 4148.911621
	Iteration 122Q: 3 clusters Score -534458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -534460.125000 Penalty: 4148.911621
	Iteration 123Q: 3 clusters Score -534460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -534461.687500 Penalty: 4148.911621
	Iteration 124Q: 3 clusters Score -534461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -534464.375000 Penalty: 4148.911621
	Iteration 125Q: 3 clusters Score -534464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -534464.062500 Penalty: 4148.911621
	Iteration 126Q: 3 clusters Score -534464.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -534467.125000 Penalty: 4148.911621
	Iteration 127Q: 3 clusters Score -534467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -534467.250000 Penalty: 4148.911621
	Iteration 128Q: 3 clusters Score -534467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -534467.250000 Penalty: 4148.911621
	Iteration 129F: 3 clusters Score -534467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (178980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Entering Unmasked Estep 
Score: -22958214.000000 Penalty: 2999.567383
	Iteration 0F: 2 clusters Score -2.295821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -22840558.000000 Penalty: 5999.134766
	Iteration 0F: 3 clusters Score -2.284056e+07 nChanged 85682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -22890260.000000 Penalty: 5999.134766
	Iteration 1F: 3 clusters Score -2.289026e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -22891350.000000 Penalty: 5999.134766
	Iteration 2Q: 3 clusters Score -2.289135e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -22892652.000000 Penalty: 5999.134766
	Iteration 3Q: 3 clusters Score -2.289265e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -22894628.000000 Penalty: 5999.134766
	Iteration 4Q: 3 clusters Score -2.289463e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -22897420.000000 Penalty: 5999.134766
	Iteration 5Q: 3 clusters Score -2.289742e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -22901414.000000 Penalty: 5999.134766
	Iteration 6Q: 3 clusters Score -2.290141e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -22907364.000000 Penalty: 5999.134766
	Iteration 7F: 3 clusters Score -2.290736e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -22915138.000000 Penalty: 5999.134766
	Iteration 8F: 3 clusters Score -2.291514e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -22924538.000000 Penalty: 5999.134766
	Iteration 9F: 3 clusters Score -2.292454e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -22932268.000000 Penalty: 5999.134766
	Iteration 10F: 3 clusters Score -2.293227e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -22935870.000000 Penalty: 5999.134766
	Iteration 11Q: 3 clusters Score -2.293587e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -22937174.000000 Penalty: 5999.134766
	Iteration 12Q: 3 clusters Score -2.293717e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 101334 members 
Entering Unmasked Estep 
Score: -22937762.000000 Penalty: 5999.134766
	Iteration 13Q: 3 clusters Score -2.293776e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -22938320.000000 Penalty: 5999.134766
	Iteration 14Q: 3 clusters Score -2.293832e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 104216 members 
Entering Unmasked Estep 
Score: -22938718.000000 Penalty: 5999.134766
	Iteration 15Q: 3 clusters Score -2.293872e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -22939168.000000 Penalty: 5999.134766
	Iteration 16Q: 3 clusters Score -2.293917e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -22939454.000000 Penalty: 5999.134766
	Iteration 17Q: 3 clusters Score -2.293945e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -22939860.000000 Penalty: 5999.134766
	Iteration 18Q: 3 clusters Score -2.293986e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -22940154.000000 Penalty: 5999.134766
	Iteration 19Q: 3 clusters Score -2.294015e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -22940520.000000 Penalty: 5999.134766
	Iteration 20F: 3 clusters Score -2.294052e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -22940970.000000 Penalty: 5999.134766
	Iteration 21Q: 3 clusters Score -2.294097e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62928 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -22941420.000000 Penalty: 5999.134766
	Iteration 22Q: 3 clusters Score -2.294142e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -22941808.000000 Penalty: 5999.134766
	Iteration 23Q: 3 clusters Score -2.294181e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -22942248.000000 Penalty: 5999.134766
	Iteration 24Q: 3 clusters Score -2.294225e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -22942662.000000 Penalty: 5999.134766
	Iteration 25Q: 3 clusters Score -2.294266e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -22943012.000000 Penalty: 5999.134766
	Iteration 26Q: 3 clusters Score -2.294301e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -22943478.000000 Penalty: 5999.134766
	Iteration 27Q: 3 clusters Score -2.294348e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -22944034.000000 Penalty: 5999.134766
	Iteration 28Q: 3 clusters Score -2.294403e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 131041 members 
Entering Unmasked Estep 
Score: -22944534.000000 Penalty: 5999.134766
	Iteration 29Q: 3 clusters Score -2.294453e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 133372 members 
Entering Unmasked Estep 
Score: -22944972.000000 Penalty: 5999.134766
	Iteration 30Q: 3 clusters Score -2.294497e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 135631 members 
Entering Unmasked Estep 
Score: -22945444.000000 Penalty: 5999.134766
	Iteration 31Q: 3 clusters Score -2.294544e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -22945868.000000 Penalty: 5999.134766
	Iteration 32Q: 3 clusters Score -2.294587e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -22946492.000000 Penalty: 5999.134766
	Iteration 33Q: 3 clusters Score -2.294649e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -22947092.000000 Penalty: 5999.134766
	Iteration 34Q: 3 clusters Score -2.294709e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 144717 members 
Entering Unmasked Estep 
Score: -22947672.000000 Penalty: 5999.134766
	Iteration 35Q: 3 clusters Score -2.294767e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -22948242.000000 Penalty: 5999.134766
	Iteration 36Q: 3 clusters Score -2.294824e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 149222 members 
Entering Unmasked Estep 
Score: -22948930.000000 Penalty: 5999.134766
	Iteration 37Q: 3 clusters Score -2.294893e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -22949742.000000 Penalty: 5999.134766
	Iteration 38Q: 3 clusters Score -2.294974e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 153748 members 
Entering Unmasked Estep 
Score: -22950352.000000 Penalty: 5999.134766
	Iteration 39Q: 3 clusters Score -2.295035e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -22951264.000000 Penalty: 5999.134766
	Iteration 40F: 3 clusters Score -2.295126e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 157981 members 
Entering Unmasked Estep 
Score: -22951956.000000 Penalty: 5999.134766
	Iteration 41Q: 3 clusters Score -2.295196e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -22952642.000000 Penalty: 5999.134766
	Iteration 42Q: 3 clusters Score -2.295264e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -22953368.000000 Penalty: 5999.134766
	Iteration 43Q: 3 clusters Score -2.295337e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -22953780.000000 Penalty: 5999.134766
	Iteration 44Q: 3 clusters Score -2.295378e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 164844 members 
Entering Unmasked Estep 
Score: -22954248.000000 Penalty: 5999.134766
	Iteration 45Q: 3 clusters Score -2.295425e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -22954574.000000 Penalty: 5999.134766
	Iteration 46Q: 3 clusters Score -2.295457e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -22954768.000000 Penalty: 5999.134766
	Iteration 47Q: 3 clusters Score -2.295477e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 168589 members 
Entering Unmasked Estep 
Score: -22955116.000000 Penalty: 5999.134766
	Iteration 48Q: 3 clusters Score -2.295512e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -22955332.000000 Penalty: 5999.134766
	Iteration 49Q: 3 clusters Score -2.295533e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 170530 members 
Entering Unmasked Estep 
Score: -22955474.000000 Penalty: 5999.134766
	Iteration 50Q: 3 clusters Score -2.295547e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 171374 members 
Entering Unmasked Estep 
Score: -22955694.000000 Penalty: 5999.134766
	Iteration 51Q: 3 clusters Score -2.295569e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -22955790.000000 Penalty: 5999.134766
	Iteration 52Q: 3 clusters Score -2.295579e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 172783 members 
Entering Unmasked Estep 
Score: -22956040.000000 Penalty: 5999.134766
	Iteration 53Q: 3 clusters Score -2.295604e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -22956048.000000 Penalty: 5999.134766
	Iteration 54Q: 3 clusters Score -2.295605e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 173820 members 
Entering Unmasked Estep 
Score: -22956060.000000 Penalty: 5999.134766
	Iteration 55Q: 3 clusters Score -2.295606e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -22956118.000000 Penalty: 5999.134766
	Iteration 56Q: 3 clusters Score -2.295612e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -22956204.000000 Penalty: 5999.134766
	Iteration 57Q: 3 clusters Score -2.29562e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -22956228.000000 Penalty: 5999.134766
	Iteration 58Q: 3 clusters Score -2.295623e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 175112 members 
Entering Unmasked Estep 
Score: -22956302.000000 Penalty: 5999.134766
	Iteration 59Q: 3 clusters Score -2.29563e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 175344 members 
Entering Unmasked Estep 
Score: -22956318.000000 Penalty: 5999.134766
	Iteration 60F: 3 clusters Score -2.295632e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 175552 members 
Entering Unmasked Estep 
Score: -22956378.000000 Penalty: 5999.134766
	Iteration 61Q: 3 clusters Score -2.295638e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -22956360.000000 Penalty: 5999.134766
	Iteration 62Q: 3 clusters Score -2.295636e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 175880 members 
Entering Unmasked Estep 
Score: -22956372.000000 Penalty: 5999.134766
	Iteration 63Q: 3 clusters Score -2.295637e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 175982 members 
Entering Unmasked Estep 
Score: -22956400.000000 Penalty: 5999.134766
	Iteration 64Q: 3 clusters Score -2.29564e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -22956466.000000 Penalty: 5999.134766
	Iteration 65Q: 3 clusters Score -2.295647e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -22956490.000000 Penalty: 5999.134766
	Iteration 66Q: 3 clusters Score -2.295649e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 176229 members 
Entering Unmasked Estep 
Score: -22956500.000000 Penalty: 5999.134766
	Iteration 67Q: 3 clusters Score -2.29565e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 176288 members 
Entering Unmasked Estep 
Score: -22956484.000000 Penalty: 5999.134766
	Iteration 68Q: 3 clusters Score -2.295648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -22956496.000000 Penalty: 5999.134766
	Iteration 69Q: 3 clusters Score -2.29565e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 176404 members 
Entering Unmasked Estep 
Score: -22956478.000000 Penalty: 5999.134766
	Iteration 70Q: 3 clusters Score -2.295648e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -22956510.000000 Penalty: 5999.134766
	Iteration 71Q: 3 clusters Score -2.295651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 176488 members 
Entering Unmasked Estep 
Score: -22956540.000000 Penalty: 5999.134766
	Iteration 72Q: 3 clusters Score -2.295654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 176529 members 
Entering Unmasked Estep 
Score: -22956592.000000 Penalty: 5999.134766
	Iteration 73Q: 3 clusters Score -2.295659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -22956548.000000 Penalty: 5999.134766
	Iteration 74Q: 3 clusters Score -2.295655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -22956522.000000 Penalty: 5999.134766
	Iteration 75Q: 3 clusters Score -2.295652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 176630 members 
Entering Unmasked Estep 
Score: -22956534.000000 Penalty: 5999.134766
	Iteration 76Q: 3 clusters Score -2.295653e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 176670 members 
Entering Unmasked Estep 
Score: -22956526.000000 Penalty: 5999.134766
	Iteration 77Q: 3 clusters Score -2.295653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -22956520.000000 Penalty: 5999.134766
	Iteration 78Q: 3 clusters Score -2.295652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -22956510.000000 Penalty: 5999.134766
	Iteration 79Q: 3 clusters Score -2.295651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 176747 members 
Entering Unmasked Estep 
Score: -22956504.000000 Penalty: 5999.134766
	Iteration 80F: 3 clusters Score -2.29565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 176764 members 
Entering Unmasked Estep 
Score: -22956496.000000 Penalty: 5999.134766
	Iteration 81Q: 3 clusters Score -2.29565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 176781 members 
Entering Unmasked Estep 
Score: -22956502.000000 Penalty: 5999.134766
	Iteration 82Q: 3 clusters Score -2.29565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 176802 members 
Entering Unmasked Estep 
Score: -22956504.000000 Penalty: 5999.134766
	Iteration 83Q: 3 clusters Score -2.29565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 176821 members 
Entering Unmasked Estep 
Score: -22956498.000000 Penalty: 5999.134766
	Iteration 84Q: 3 clusters Score -2.29565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 176835 members 
Entering Unmasked Estep 
Score: -22956486.000000 Penalty: 5999.134766
	Iteration 85Q: 3 clusters Score -2.295649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 176849 members 
Entering Unmasked Estep 
Score: -22956486.000000 Penalty: 5999.134766
	Iteration 86Q: 3 clusters Score -2.295649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 176854 members 
Entering Unmasked Estep 
Score: -22956486.000000 Penalty: 5999.134766
	Iteration 87Q: 3 clusters Score -2.295649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -22956488.000000 Penalty: 5999.134766
	Iteration 88Q: 3 clusters Score -2.295649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 176861 members 
Entering Unmasked Estep 
Score: -22956470.000000 Penalty: 5999.134766
	Iteration 89Q: 3 clusters Score -2.295647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -22956474.000000 Penalty: 5999.134766
	Iteration 90Q: 3 clusters Score -2.295647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -22956476.000000 Penalty: 5999.134766
	Iteration 91Q: 3 clusters Score -2.295648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -22956476.000000 Penalty: 5999.134766
	Iteration 92Q: 3 clusters Score -2.295648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -22956478.000000 Penalty: 5999.134766
	Iteration 93Q: 3 clusters Score -2.295648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -22956478.000000 Penalty: 5999.134766
	Iteration 94Q: 3 clusters Score -2.295648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -22956470.000000 Penalty: 5999.134766
	Iteration 95Q: 3 clusters Score -2.295647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 176868 members 
Entering Unmasked Estep 
Score: -22956480.000000 Penalty: 5999.134766
	Iteration 96Q: 3 clusters Score -2.295648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -22956472.000000 Penalty: 5999.134766
	Iteration 97Q: 3 clusters Score -2.295647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -22956476.000000 Penalty: 5999.134766
	Iteration 98Q: 3 clusters Score -2.295648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -22956470.000000 Penalty: 5999.134766
	Iteration 99Q: 3 clusters Score -2.295647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 176873 members 
Entering Unmasked Estep 
Score: -22956480.000000 Penalty: 5999.134766
	Iteration 100F: 3 clusters Score -2.295648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -22956470.000000 Penalty: 5999.134766
	Iteration 101Q: 3 clusters Score -2.295647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -22956464.000000 Penalty: 5999.134766
	Iteration 102Q: 3 clusters Score -2.295646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -22956468.000000 Penalty: 5999.134766
	Iteration 103Q: 3 clusters Score -2.295647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -22956468.000000 Penalty: 5999.134766
	Iteration 104F: 3 clusters Score -2.295647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Entering Unmasked Estep 
Score: -7739480.500000 Penalty: 2738.569336
	Iteration 0F: 2 clusters Score -7739480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -7697506.500000 Penalty: 5477.138672
	Iteration 0F: 3 clusters Score -7697506 nChanged 29136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -7714297.500000 Penalty: 5477.138672
	Iteration 1F: 3 clusters Score -7714298 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -7716263.500000 Penalty: 5477.138672
	Iteration 2F: 3 clusters Score -7716264 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -7719720.000000 Penalty: 5477.138672
	Iteration 3F: 3 clusters Score -7719720 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -7724852.000000 Penalty: 5477.138672
	Iteration 4F: 3 clusters Score -7724852 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -7730023.500000 Penalty: 5477.138672
	Iteration 5F: 3 clusters Score -7730024 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -7733596.000000 Penalty: 5477.138672
	Iteration 6F: 3 clusters Score -7733596 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -7736016.500000 Penalty: 5477.138672
	Iteration 7F: 3 clusters Score -7736016 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -7737931.000000 Penalty: 5477.138672
	Iteration 8Q: 3 clusters Score -7737931 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -7740124.500000 Penalty: 5477.138672
	Iteration 9Q: 3 clusters Score -7740124 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -7742032.000000 Penalty: 5477.138672
	Iteration 10Q: 3 clusters Score -7742032 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7742577.000000 Penalty: 5477.138672
	Iteration 11Q: 3 clusters Score -7742577 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -7742808.500000 Penalty: 5477.138672
	Iteration 12Q: 3 clusters Score -7742808 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7742964.000000 Penalty: 5477.138672
	Iteration 13Q: 3 clusters Score -7742964 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -7743012.500000 Penalty: 5477.138672
	Iteration 14Q: 3 clusters Score -7743012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7743072.000000 Penalty: 5477.138672
	Iteration 15Q: 3 clusters Score -7743072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7743069.000000 Penalty: 5477.138672
	Iteration 16Q: 3 clusters Score -7743069 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7743090.000000 Penalty: 5477.138672
	Iteration 17Q: 3 clusters Score -7743090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -7743099.000000 Penalty: 5477.138672
	Iteration 18Q: 3 clusters Score -7743099 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7743104.500000 Penalty: 5477.138672
	Iteration 19Q: 3 clusters Score -7743104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7743093.500000 Penalty: 5477.138672
	Iteration 20F: 3 clusters Score -7743094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7743096.000000 Penalty: 5477.138672
	Iteration 21Q: 3 clusters Score -7743096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7743111.000000 Penalty: 5477.138672
	Iteration 22Q: 3 clusters Score -7743111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7743111.500000 Penalty: 5477.138672
	Iteration 23Q: 3 clusters Score -7743112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7743119.500000 Penalty: 5477.138672
	Iteration 24Q: 3 clusters Score -7743120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7743127.500000 Penalty: 5477.138672
	Iteration 25Q: 3 clusters Score -7743128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7743125.500000 Penalty: 5477.138672
	Iteration 26Q: 3 clusters Score -7743126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7743123.500000 Penalty: 5477.138672
	Iteration 27Q: 3 clusters Score -7743124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7743125.000000 Penalty: 5477.138672
	Iteration 28Q: 3 clusters Score -7743125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7743128.000000 Penalty: 5477.138672
	Iteration 29Q: 3 clusters Score -7743128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7743117.000000 Penalty: 5477.138672
	Iteration 30Q: 3 clusters Score -7743117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7743123.500000 Penalty: 5477.138672
	Iteration 31Q: 3 clusters Score -7743124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7743119.000000 Penalty: 5477.138672
	Iteration 32Q: 3 clusters Score -7743119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7743122.500000 Penalty: 5477.138672
	Iteration 33Q: 3 clusters Score -7743122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7743123.500000 Penalty: 5477.138672
	Iteration 34Q: 3 clusters Score -7743124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7743122.500000 Penalty: 5477.138672
	Iteration 35Q: 3 clusters Score -7743122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7743124.500000 Penalty: 5477.138672
	Iteration 36Q: 3 clusters Score -7743124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7743129.500000 Penalty: 5477.138672
	Iteration 37Q: 3 clusters Score -7743130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7743129.500000 Penalty: 5477.138672
	Iteration 38F: 3 clusters Score -7743130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 186481 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 178980 members 
Mstep: Class 16 contains 59106 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176863 members 
Mstep: Class 22 contains 131083 members 
Mstep: Class 23 contains 166891 members 
Entering Unmasked Estep 
Score: -149678064.000000 Penalty: 65918.976562
Splitting cluster 16 changes total score from -149676800.000000 to -149678064.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 18 (29526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Entering Unmasked Estep 
Score: -3836525.500000 Penalty: 2552.670654
	Iteration 0F: 2 clusters Score -3836526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3816155.250000 Penalty: 5105.341309
	Iteration 0F: 3 clusters Score -3816155 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3823379.000000 Penalty: 5105.341309
	Iteration 1F: 3 clusters Score -3823379 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3823919.000000 Penalty: 5105.341309
	Iteration 2Q: 3 clusters Score -3823919 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3824490.000000 Penalty: 5105.341309
	Iteration 3Q: 3 clusters Score -3824490 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3825169.250000 Penalty: 5105.341309
	Iteration 4Q: 3 clusters Score -3825169 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3826038.000000 Penalty: 5105.341309
	Iteration 5F: 3 clusters Score -3826038 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3827217.250000 Penalty: 5105.341309
	Iteration 6F: 3 clusters Score -3827217 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3828763.750000 Penalty: 5105.341309
	Iteration 7F: 3 clusters Score -3828764 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3830529.250000 Penalty: 5105.341309
	Iteration 8F: 3 clusters Score -3830529 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3831936.250000 Penalty: 5105.341309
	Iteration 9F: 3 clusters Score -3831936 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3832652.250000 Penalty: 5105.341309
	Iteration 10Q: 3 clusters Score -3832652 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3832919.000000 Penalty: 5105.341309
	Iteration 11Q: 3 clusters Score -3832919 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3833047.250000 Penalty: 5105.341309
	Iteration 12Q: 3 clusters Score -3833047 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3833163.750000 Penalty: 5105.341309
	Iteration 13Q: 3 clusters Score -3833164 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3833280.500000 Penalty: 5105.341309
	Iteration 14Q: 3 clusters Score -3833280 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3833356.500000 Penalty: 5105.341309
	Iteration 15Q: 3 clusters Score -3833356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3833423.500000 Penalty: 5105.341309
	Iteration 16Q: 3 clusters Score -3833424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3833486.000000 Penalty: 5105.341309
	Iteration 17Q: 3 clusters Score -3833486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3833527.000000 Penalty: 5105.341309
	Iteration 18Q: 3 clusters Score -3833527 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3833586.000000 Penalty: 5105.341309
	Iteration 19Q: 3 clusters Score -3833586 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3833618.000000 Penalty: 5105.341309
	Iteration 20F: 3 clusters Score -3833618 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3833662.750000 Penalty: 5105.341309
	Iteration 21Q: 3 clusters Score -3833663 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3833692.500000 Penalty: 5105.341309
	Iteration 22Q: 3 clusters Score -3833692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3833732.250000 Penalty: 5105.341309
	Iteration 23Q: 3 clusters Score -3833732 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3833751.000000 Penalty: 5105.341309
	Iteration 24Q: 3 clusters Score -3833751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3833785.000000 Penalty: 5105.341309
	Iteration 25Q: 3 clusters Score -3833785 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3833809.500000 Penalty: 5105.341309
	Iteration 26Q: 3 clusters Score -3833810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3833830.750000 Penalty: 5105.341309
	Iteration 27Q: 3 clusters Score -3833831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3833842.000000 Penalty: 5105.341309
	Iteration 28Q: 3 clusters Score -3833842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3833871.250000 Penalty: 5105.341309
	Iteration 29Q: 3 clusters Score -3833871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3833887.500000 Penalty: 5105.341309
	Iteration 30Q: 3 clusters Score -3833888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3833894.750000 Penalty: 5105.341309
	Iteration 31Q: 3 clusters Score -3833895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3833915.250000 Penalty: 5105.341309
	Iteration 32Q: 3 clusters Score -3833915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3833929.750000 Penalty: 5105.341309
	Iteration 33Q: 3 clusters Score -3833930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3833945.500000 Penalty: 5105.341309
	Iteration 34Q: 3 clusters Score -3833946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3833968.250000 Penalty: 5105.341309
	Iteration 35Q: 3 clusters Score -3833968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3833991.500000 Penalty: 5105.341309
	Iteration 36Q: 3 clusters Score -3833992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3834009.250000 Penalty: 5105.341309
	Iteration 37Q: 3 clusters Score -3834009 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3834035.500000 Penalty: 5105.341309
	Iteration 38Q: 3 clusters Score -3834036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3834056.500000 Penalty: 5105.341309
	Iteration 39Q: 3 clusters Score -3834056 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3834070.250000 Penalty: 5105.341309
	Iteration 40F: 3 clusters Score -3834070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3834088.500000 Penalty: 5105.341309
	Iteration 41Q: 3 clusters Score -3834088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3834102.750000 Penalty: 5105.341309
	Iteration 42Q: 3 clusters Score -3834103 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3834126.750000 Penalty: 5105.341309
	Iteration 43Q: 3 clusters Score -3834127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3834136.500000 Penalty: 5105.341309
	Iteration 44Q: 3 clusters Score -3834136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3834152.000000 Penalty: 5105.341309
	Iteration 45Q: 3 clusters Score -3834152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3834157.250000 Penalty: 5105.341309
	Iteration 46Q: 3 clusters Score -3834157 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3834179.500000 Penalty: 5105.341309
	Iteration 47Q: 3 clusters Score -3834180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3834190.000000 Penalty: 5105.341309
	Iteration 48Q: 3 clusters Score -3834190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3834218.500000 Penalty: 5105.341309
	Iteration 49Q: 3 clusters Score -3834218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3834243.250000 Penalty: 5105.341309
	Iteration 50Q: 3 clusters Score -3834243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3834247.750000 Penalty: 5105.341309
	Iteration 51Q: 3 clusters Score -3834248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3834275.500000 Penalty: 5105.341309
	Iteration 52Q: 3 clusters Score -3834276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3834288.000000 Penalty: 5105.341309
	Iteration 53Q: 3 clusters Score -3834288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3834301.500000 Penalty: 5105.341309
	Iteration 54Q: 3 clusters Score -3834302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3834317.000000 Penalty: 5105.341309
	Iteration 55Q: 3 clusters Score -3834317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3834334.500000 Penalty: 5105.341309
	Iteration 56Q: 3 clusters Score -3834334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3834334.250000 Penalty: 5105.341309
	Iteration 57Q: 3 clusters Score -3834334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3834346.750000 Penalty: 5105.341309
	Iteration 58Q: 3 clusters Score -3834347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3834350.000000 Penalty: 5105.341309
	Iteration 59Q: 3 clusters Score -3834350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3834357.500000 Penalty: 5105.341309
	Iteration 60F: 3 clusters Score -3834358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3834371.000000 Penalty: 5105.341309
	Iteration 61Q: 3 clusters Score -3834371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3834377.250000 Penalty: 5105.341309
	Iteration 62Q: 3 clusters Score -3834377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3834381.750000 Penalty: 5105.341309
	Iteration 63Q: 3 clusters Score -3834382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3834381.750000 Penalty: 5105.341309
	Iteration 64Q: 3 clusters Score -3834382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3834391.000000 Penalty: 5105.341309
	Iteration 65Q: 3 clusters Score -3834391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3834390.500000 Penalty: 5105.341309
	Iteration 66Q: 3 clusters Score -3834390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3834397.750000 Penalty: 5105.341309
	Iteration 67Q: 3 clusters Score -3834398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3834396.250000 Penalty: 5105.341309
	Iteration 68Q: 3 clusters Score -3834396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3834399.000000 Penalty: 5105.341309
	Iteration 69Q: 3 clusters Score -3834399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3834399.750000 Penalty: 5105.341309
	Iteration 70Q: 3 clusters Score -3834400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3834406.000000 Penalty: 5105.341309
	Iteration 71Q: 3 clusters Score -3834406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3834403.250000 Penalty: 5105.341309
	Iteration 72Q: 3 clusters Score -3834403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3834408.750000 Penalty: 5105.341309
	Iteration 73Q: 3 clusters Score -3834409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3834409.250000 Penalty: 5105.341309
	Iteration 74Q: 3 clusters Score -3834409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3834412.750000 Penalty: 5105.341309
	Iteration 75Q: 3 clusters Score -3834413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3834422.500000 Penalty: 5105.341309
	Iteration 76Q: 3 clusters Score -3834422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3834424.000000 Penalty: 5105.341309
	Iteration 77Q: 3 clusters Score -3834424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3834431.000000 Penalty: 5105.341309
	Iteration 78Q: 3 clusters Score -3834431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3834435.500000 Penalty: 5105.341309
	Iteration 79Q: 3 clusters Score -3834436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3834437.500000 Penalty: 5105.341309
	Iteration 80F: 3 clusters Score -3834438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3834438.250000 Penalty: 5105.341309
	Iteration 81Q: 3 clusters Score -3834438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3834446.000000 Penalty: 5105.341309
	Iteration 82Q: 3 clusters Score -3834446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3834449.750000 Penalty: 5105.341309
	Iteration 83Q: 3 clusters Score -3834450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3834447.750000 Penalty: 5105.341309
	Iteration 84Q: 3 clusters Score -3834448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3834450.000000 Penalty: 5105.341309
	Iteration 85Q: 3 clusters Score -3834450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3834442.750000 Penalty: 5105.341309
	Iteration 86Q: 3 clusters Score -3834443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3834447.500000 Penalty: 5105.341309
	Iteration 87Q: 3 clusters Score -3834448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3834450.000000 Penalty: 5105.341309
	Iteration 88Q: 3 clusters Score -3834450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3834451.750000 Penalty: 5105.341309
	Iteration 89Q: 3 clusters Score -3834452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3834452.750000 Penalty: 5105.341309
	Iteration 90Q: 3 clusters Score -3834453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3834453.250000 Penalty: 5105.341309
	Iteration 91Q: 3 clusters Score -3834453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3834454.750000 Penalty: 5105.341309
	Iteration 92Q: 3 clusters Score -3834455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3834455.750000 Penalty: 5105.341309
	Iteration 93Q: 3 clusters Score -3834456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3834454.000000 Penalty: 5105.341309
	Iteration 94Q: 3 clusters Score -3834454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3834454.500000 Penalty: 5105.341309
	Iteration 95Q: 3 clusters Score -3834454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3834456.500000 Penalty: 5105.341309
	Iteration 96Q: 3 clusters Score -3834456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3834458.000000 Penalty: 5105.341309
	Iteration 97Q: 3 clusters Score -3834458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3834459.750000 Penalty: 5105.341309
	Iteration 98Q: 3 clusters Score -3834460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3834455.250000 Penalty: 5105.341309
	Iteration 99Q: 3 clusters Score -3834455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3834461.250000 Penalty: 5105.341309
	Iteration 100F: 3 clusters Score -3834461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3834461.250000 Penalty: 5105.341309
	Iteration 101Q: 3 clusters Score -3834461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3834460.250000 Penalty: 5105.341309
	Iteration 102Q: 3 clusters Score -3834460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3834465.500000 Penalty: 5105.341309
	Iteration 103Q: 3 clusters Score -3834466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3834464.250000 Penalty: 5105.341309
	Iteration 104Q: 3 clusters Score -3834464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3834469.500000 Penalty: 5105.341309
	Iteration 105Q: 3 clusters Score -3834470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3834472.500000 Penalty: 5105.341309
	Iteration 106Q: 3 clusters Score -3834472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3834471.500000 Penalty: 5105.341309
	Iteration 107Q: 3 clusters Score -3834472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3834473.500000 Penalty: 5105.341309
	Iteration 108Q: 3 clusters Score -3834474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3834473.500000 Penalty: 5105.341309
	Iteration 109F: 3 clusters Score -3834474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -76972.546875 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -76972.55 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 338 members 
Entering Unmasked Estep 
Score: -75439.195312 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -75439.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75710.210938 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -75710.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75844.625000 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -75844.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76037.687500 Penalty: 3229.825684
	Iteration 3Q: 3 clusters Score -76037.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76164.656250 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -76164.66 nChanged 32
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: -76243.085938 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -76243.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76286.937500 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -76286.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76313.031250 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -76313.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76330.351562 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -76330.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76354.765625 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -76354.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76373.382812 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -76373.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76385.835938 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -76385.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76388.046875 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -76388.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76389.414062 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -76389.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76393.367188 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -76393.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76395.578125 Penalty: 3229.825684
	Iteration 15F: 3 clusters Score -76395.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76400.328125 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -76400.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76411.101562 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -76411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76418.281250 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -76418.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76425.453125 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -76425.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76429.335938 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -76429.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76430.476562 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -76430.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76432.382812 Penalty: 3229.825684
	Iteration 22Q: 3 clusters Score -76432.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76437.187500 Penalty: 3229.825684
	Iteration 23Q: 3 clusters Score -76437.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76439.906250 Penalty: 3229.825684
	Iteration 24Q: 3 clusters Score -76439.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76441.062500 Penalty: 3229.825684
	Iteration 25Q: 3 clusters Score -76441.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76441.062500 Penalty: 3229.825684
	Iteration 26F: 3 clusters Score -76441.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (176863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176863 members 
Entering Unmasked Estep 
Score: -22716470.000000 Penalty: 2996.616455
	Iteration 0F: 2 clusters Score -2.271647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -22599856.000000 Penalty: 5993.232910
	Iteration 0F: 3 clusters Score -2.259986e+07 nChanged 84910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -22649192.000000 Penalty: 5993.232910
	Iteration 1F: 3 clusters Score -2.264919e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -22649962.000000 Penalty: 5993.232910
	Iteration 2Q: 3 clusters Score -2.264996e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -22651032.000000 Penalty: 5993.232910
	Iteration 3Q: 3 clusters Score -2.265103e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -22652232.000000 Penalty: 5993.232910
	Iteration 4Q: 3 clusters Score -2.265223e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -22653578.000000 Penalty: 5993.232910
	Iteration 5Q: 3 clusters Score -2.265358e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -22655924.000000 Penalty: 5993.232910
	Iteration 6Q: 3 clusters Score -2.265592e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -22659796.000000 Penalty: 5993.232910
	Iteration 7Q: 3 clusters Score -2.26598e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -22665964.000000 Penalty: 5993.232910
	Iteration 8F: 3 clusters Score -2.266596e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126123 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -22675172.000000 Penalty: 5993.232910
	Iteration 9F: 3 clusters Score -2.267517e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137120 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -22686122.000000 Penalty: 5993.232910
	Iteration 10F: 3 clusters Score -2.268612e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146371 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -22696078.000000 Penalty: 5993.232910
	Iteration 11F: 3 clusters Score -2.269608e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152727 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -22703100.000000 Penalty: 5993.232910
	Iteration 12Q: 3 clusters Score -2.27031e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156878 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -22706952.000000 Penalty: 5993.232910
	Iteration 13Q: 3 clusters Score -2.270695e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159839 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -22709112.000000 Penalty: 5993.232910
	Iteration 14Q: 3 clusters Score -2.270911e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -22710496.000000 Penalty: 5993.232910
	Iteration 15Q: 3 clusters Score -2.27105e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -22711788.000000 Penalty: 5993.232910
	Iteration 16Q: 3 clusters Score -2.271179e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166180 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -22712910.000000 Penalty: 5993.232910
	Iteration 17Q: 3 clusters Score -2.271291e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167685 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -22713564.000000 Penalty: 5993.232910
	Iteration 18Q: 3 clusters Score -2.271356e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -22714082.000000 Penalty: 5993.232910
	Iteration 19Q: 3 clusters Score -2.271408e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169910 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -22714382.000000 Penalty: 5993.232910
	Iteration 20F: 3 clusters Score -2.271438e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170696 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -22714606.000000 Penalty: 5993.232910
	Iteration 21Q: 3 clusters Score -2.271461e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -22714756.000000 Penalty: 5993.232910
	Iteration 22Q: 3 clusters Score -2.271476e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -22714864.000000 Penalty: 5993.232910
	Iteration 23Q: 3 clusters Score -2.271486e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172380 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -22714992.000000 Penalty: 5993.232910
	Iteration 24Q: 3 clusters Score -2.271499e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -22715060.000000 Penalty: 5993.232910
	Iteration 25Q: 3 clusters Score -2.271506e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173145 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -22715086.000000 Penalty: 5993.232910
	Iteration 26Q: 3 clusters Score -2.271509e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22715102.000000 Penalty: 5993.232910
	Iteration 27Q: 3 clusters Score -2.27151e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173697 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -22715140.000000 Penalty: 5993.232910
	Iteration 28Q: 3 clusters Score -2.271514e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173870 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -22715136.000000 Penalty: 5993.232910
	Iteration 29Q: 3 clusters Score -2.271514e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22715134.000000 Penalty: 5993.232910
	Iteration 30Q: 3 clusters Score -2.271513e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174167 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -22715158.000000 Penalty: 5993.232910
	Iteration 31Q: 3 clusters Score -2.271516e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22715120.000000 Penalty: 5993.232910
	Iteration 32Q: 3 clusters Score -2.271512e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174376 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22715118.000000 Penalty: 5993.232910
	Iteration 33Q: 3 clusters Score -2.271512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174452 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -22715104.000000 Penalty: 5993.232910
	Iteration 34Q: 3 clusters Score -2.27151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174521 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -22715108.000000 Penalty: 5993.232910
	Iteration 35Q: 3 clusters Score -2.271511e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174585 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22715096.000000 Penalty: 5993.232910
	Iteration 36Q: 3 clusters Score -2.27151e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -22715112.000000 Penalty: 5993.232910
	Iteration 37Q: 3 clusters Score -2.271511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174695 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -22715102.000000 Penalty: 5993.232910
	Iteration 38Q: 3 clusters Score -2.27151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174736 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -22715116.000000 Penalty: 5993.232910
	Iteration 39Q: 3 clusters Score -2.271512e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174769 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -22715124.000000 Penalty: 5993.232910
	Iteration 40F: 3 clusters Score -2.271512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22715120.000000 Penalty: 5993.232910
	Iteration 41Q: 3 clusters Score -2.271512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22715146.000000 Penalty: 5993.232910
	Iteration 42Q: 3 clusters Score -2.271515e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174859 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -22715120.000000 Penalty: 5993.232910
	Iteration 43Q: 3 clusters Score -2.271512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174883 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22715100.000000 Penalty: 5993.232910
	Iteration 44Q: 3 clusters Score -2.27151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22715094.000000 Penalty: 5993.232910
	Iteration 45Q: 3 clusters Score -2.271509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -22715074.000000 Penalty: 5993.232910
	Iteration 46Q: 3 clusters Score -2.271507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22715054.000000 Penalty: 5993.232910
	Iteration 47Q: 3 clusters Score -2.271505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174957 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22715040.000000 Penalty: 5993.232910
	Iteration 48Q: 3 clusters Score -2.271504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174976 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22715004.000000 Penalty: 5993.232910
	Iteration 49Q: 3 clusters Score -2.2715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174987 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -22715008.000000 Penalty: 5993.232910
	Iteration 50Q: 3 clusters Score -2.271501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22715012.000000 Penalty: 5993.232910
	Iteration 51Q: 3 clusters Score -2.271501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175004 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -22715010.000000 Penalty: 5993.232910
	Iteration 52Q: 3 clusters Score -2.271501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175016 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -22715018.000000 Penalty: 5993.232910
	Iteration 53Q: 3 clusters Score -2.271502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175028 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -22715026.000000 Penalty: 5993.232910
	Iteration 54Q: 3 clusters Score -2.271503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175039 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -22715038.000000 Penalty: 5993.232910
	Iteration 55Q: 3 clusters Score -2.271504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175051 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22715054.000000 Penalty: 5993.232910
	Iteration 56Q: 3 clusters Score -2.271505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -22715042.000000 Penalty: 5993.232910
	Iteration 57Q: 3 clusters Score -2.271504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175071 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22715056.000000 Penalty: 5993.232910
	Iteration 58Q: 3 clusters Score -2.271506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22715050.000000 Penalty: 5993.232910
	Iteration 59Q: 3 clusters Score -2.271505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22715042.000000 Penalty: 5993.232910
	Iteration 60F: 3 clusters Score -2.271504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175111 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -22715044.000000 Penalty: 5993.232910
	Iteration 61Q: 3 clusters Score -2.271504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175125 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22715028.000000 Penalty: 5993.232910
	Iteration 62Q: 3 clusters Score -2.271503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175138 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22715042.000000 Penalty: 5993.232910
	Iteration 63Q: 3 clusters Score -2.271504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -22715046.000000 Penalty: 5993.232910
	Iteration 64Q: 3 clusters Score -2.271505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175169 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22715066.000000 Penalty: 5993.232910
	Iteration 65Q: 3 clusters Score -2.271507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -22715066.000000 Penalty: 5993.232910
	Iteration 66Q: 3 clusters Score -2.271507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22715092.000000 Penalty: 5993.232910
	Iteration 67Q: 3 clusters Score -2.271509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22715088.000000 Penalty: 5993.232910
	Iteration 68Q: 3 clusters Score -2.271509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -22715074.000000 Penalty: 5993.232910
	Iteration 69Q: 3 clusters Score -2.271507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175209 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -22715074.000000 Penalty: 5993.232910
	Iteration 70Q: 3 clusters Score -2.271507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175211 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -22715068.000000 Penalty: 5993.232910
	Iteration 71Q: 3 clusters Score -2.271507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175213 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -22715068.000000 Penalty: 5993.232910
	Iteration 72Q: 3 clusters Score -2.271507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22715066.000000 Penalty: 5993.232910
	Iteration 73Q: 3 clusters Score -2.271507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22715064.000000 Penalty: 5993.232910
	Iteration 74Q: 3 clusters Score -2.271506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175215 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22715064.000000 Penalty: 5993.232910
	Iteration 75Q: 3 clusters Score -2.271506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175215 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -22715064.000000 Penalty: 5993.232910
	Iteration 76F: 3 clusters Score -2.271506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (131083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Entering Unmasked Estep 
Score: -16900918.000000 Penalty: 2922.329102
	Iteration 0F: 2 clusters Score -1.690092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -16813280.000000 Penalty: 5844.658203
	Iteration 0F: 3 clusters Score -1.681328e+07 nChanged 62500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -16849098.000000 Penalty: 5844.658203
	Iteration 1F: 3 clusters Score -1.68491e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -16849958.000000 Penalty: 5844.658203
	Iteration 2Q: 3 clusters Score -1.684996e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -16851140.000000 Penalty: 5844.658203
	Iteration 3Q: 3 clusters Score -1.685114e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -16852644.000000 Penalty: 5844.658203
	Iteration 4Q: 3 clusters Score -1.685264e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -16854774.000000 Penalty: 5844.658203
	Iteration 5Q: 3 clusters Score -1.685477e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -16857876.000000 Penalty: 5844.658203
	Iteration 6Q: 3 clusters Score -1.685788e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -16862310.000000 Penalty: 5844.658203
	Iteration 7F: 3 clusters Score -1.686231e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -16867728.000000 Penalty: 5844.658203
	Iteration 8F: 3 clusters Score -1.686773e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -16873314.000000 Penalty: 5844.658203
	Iteration 9F: 3 clusters Score -1.687331e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -16877864.000000 Penalty: 5844.658203
	Iteration 10F: 3 clusters Score -1.687786e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -16880920.000000 Penalty: 5844.658203
	Iteration 11Q: 3 clusters Score -1.688092e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -16882580.000000 Penalty: 5844.658203
	Iteration 12Q: 3 clusters Score -1.688258e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94344 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -16883632.000000 Penalty: 5844.658203
	Iteration 13Q: 3 clusters Score -1.688363e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -16884418.000000 Penalty: 5844.658203
	Iteration 14Q: 3 clusters Score -1.688442e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -16885196.000000 Penalty: 5844.658203
	Iteration 15Q: 3 clusters Score -1.68852e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -16885904.000000 Penalty: 5844.658203
	Iteration 16Q: 3 clusters Score -1.68859e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -16886680.000000 Penalty: 5844.658203
	Iteration 17Q: 3 clusters Score -1.688668e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -16887536.000000 Penalty: 5844.658203
	Iteration 18Q: 3 clusters Score -1.688754e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -16888476.000000 Penalty: 5844.658203
	Iteration 19Q: 3 clusters Score -1.688848e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -16889272.000000 Penalty: 5844.658203
	Iteration 20F: 3 clusters Score -1.688927e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -16890112.000000 Penalty: 5844.658203
	Iteration 21Q: 3 clusters Score -1.689011e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -16891018.000000 Penalty: 5844.658203
	Iteration 22Q: 3 clusters Score -1.689102e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -16891816.000000 Penalty: 5844.658203
	Iteration 23Q: 3 clusters Score -1.689182e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -16892710.000000 Penalty: 5844.658203
	Iteration 24Q: 3 clusters Score -1.689271e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -16893428.000000 Penalty: 5844.658203
	Iteration 25Q: 3 clusters Score -1.689343e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121168 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -16894234.000000 Penalty: 5844.658203
	Iteration 26Q: 3 clusters Score -1.689423e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122594 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -16894828.000000 Penalty: 5844.658203
	Iteration 27Q: 3 clusters Score -1.689483e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -16895386.000000 Penalty: 5844.658203
	Iteration 28Q: 3 clusters Score -1.689539e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -16895886.000000 Penalty: 5844.658203
	Iteration 29Q: 3 clusters Score -1.689589e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126006 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -16896388.000000 Penalty: 5844.658203
	Iteration 30Q: 3 clusters Score -1.689639e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -16896870.000000 Penalty: 5844.658203
	Iteration 31Q: 3 clusters Score -1.689687e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -16897134.000000 Penalty: 5844.658203
	Iteration 32Q: 3 clusters Score -1.689713e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -16897434.000000 Penalty: 5844.658203
	Iteration 33Q: 3 clusters Score -1.689743e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -16897694.000000 Penalty: 5844.658203
	Iteration 34Q: 3 clusters Score -1.689769e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -16897848.000000 Penalty: 5844.658203
	Iteration 35Q: 3 clusters Score -1.689785e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129225 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16897946.000000 Penalty: 5844.658203
	Iteration 36Q: 3 clusters Score -1.689795e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -16898038.000000 Penalty: 5844.658203
	Iteration 37Q: 3 clusters Score -1.689804e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -16898106.000000 Penalty: 5844.658203
	Iteration 38Q: 3 clusters Score -1.689811e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16898176.000000 Penalty: 5844.658203
	Iteration 39Q: 3 clusters Score -1.689818e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129843 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -16898246.000000 Penalty: 5844.658203
	Iteration 40F: 3 clusters Score -1.689825e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129922 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -16898282.000000 Penalty: 5844.658203
	Iteration 41Q: 3 clusters Score -1.689828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129978 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16898314.000000 Penalty: 5844.658203
	Iteration 42Q: 3 clusters Score -1.689831e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16898312.000000 Penalty: 5844.658203
	Iteration 43Q: 3 clusters Score -1.689831e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130060 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16898338.000000 Penalty: 5844.658203
	Iteration 44Q: 3 clusters Score -1.689834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16898352.000000 Penalty: 5844.658203
	Iteration 45Q: 3 clusters Score -1.689835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130092 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -16898352.000000 Penalty: 5844.658203
	Iteration 46Q: 3 clusters Score -1.689835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130103 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16898372.000000 Penalty: 5844.658203
	Iteration 47Q: 3 clusters Score -1.689837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130113 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16898370.000000 Penalty: 5844.658203
	Iteration 48Q: 3 clusters Score -1.689837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -16898360.000000 Penalty: 5844.658203
	Iteration 49Q: 3 clusters Score -1.689836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16898362.000000 Penalty: 5844.658203
	Iteration 50Q: 3 clusters Score -1.689836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130146 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16898362.000000 Penalty: 5844.658203
	Iteration 51Q: 3 clusters Score -1.689836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16898380.000000 Penalty: 5844.658203
	Iteration 52Q: 3 clusters Score -1.689838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130159 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16898386.000000 Penalty: 5844.658203
	Iteration 53Q: 3 clusters Score -1.689839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -16898378.000000 Penalty: 5844.658203
	Iteration 54Q: 3 clusters Score -1.689838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130169 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16898378.000000 Penalty: 5844.658203
	Iteration 55Q: 3 clusters Score -1.689838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16898388.000000 Penalty: 5844.658203
	Iteration 56Q: 3 clusters Score -1.689839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130183 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16898384.000000 Penalty: 5844.658203
	Iteration 57Q: 3 clusters Score -1.689838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130186 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -16898390.000000 Penalty: 5844.658203
	Iteration 58Q: 3 clusters Score -1.689839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130189 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -16898378.000000 Penalty: 5844.658203
	Iteration 59Q: 3 clusters Score -1.689838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130192 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16898388.000000 Penalty: 5844.658203
	Iteration 60F: 3 clusters Score -1.689839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (166891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Entering Unmasked Estep 
Score: -21446800.000000 Penalty: 2982.223877
	Iteration 0F: 2 clusters Score -2.14468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -21336248.000000 Penalty: 5964.447754
	Iteration 0F: 3 clusters Score -2.133625e+07 nChanged 80070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -21382876.000000 Penalty: 5964.447754
	Iteration 1F: 3 clusters Score -2.138288e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -21383658.000000 Penalty: 5964.447754
	Iteration 2Q: 3 clusters Score -2.138366e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -21384886.000000 Penalty: 5964.447754
	Iteration 3Q: 3 clusters Score -2.138489e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92043 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -21386466.000000 Penalty: 5964.447754
	Iteration 4Q: 3 clusters Score -2.138647e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -21389098.000000 Penalty: 5964.447754
	Iteration 5Q: 3 clusters Score -2.13891e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -21393350.000000 Penalty: 5964.447754
	Iteration 6F: 3 clusters Score -2.139335e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -21399866.000000 Penalty: 5964.447754
	Iteration 7F: 3 clusters Score -2.139987e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121385 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -21409024.000000 Penalty: 5964.447754
	Iteration 8F: 3 clusters Score -2.140902e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132243 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -21419840.000000 Penalty: 5964.447754
	Iteration 9F: 3 clusters Score -2.141984e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -21429412.000000 Penalty: 5964.447754
	Iteration 10F: 3 clusters Score -2.142941e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -21436020.000000 Penalty: 5964.447754
	Iteration 11Q: 3 clusters Score -2.143602e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -21439528.000000 Penalty: 5964.447754
	Iteration 12Q: 3 clusters Score -2.143953e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -21441254.000000 Penalty: 5964.447754
	Iteration 13Q: 3 clusters Score -2.144125e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -21442286.000000 Penalty: 5964.447754
	Iteration 14Q: 3 clusters Score -2.144229e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -21442994.000000 Penalty: 5964.447754
	Iteration 15Q: 3 clusters Score -2.144299e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157309 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -21443530.000000 Penalty: 5964.447754
	Iteration 16Q: 3 clusters Score -2.144353e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -21443944.000000 Penalty: 5964.447754
	Iteration 17Q: 3 clusters Score -2.144394e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -21444290.000000 Penalty: 5964.447754
	Iteration 18Q: 3 clusters Score -2.144429e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -21444512.000000 Penalty: 5964.447754
	Iteration 19Q: 3 clusters Score -2.144451e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160592 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -21444700.000000 Penalty: 5964.447754
	Iteration 20F: 3 clusters Score -2.14447e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161102 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -21444772.000000 Penalty: 5964.447754
	Iteration 21Q: 3 clusters Score -2.144477e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161520 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -21444790.000000 Penalty: 5964.447754
	Iteration 22Q: 3 clusters Score -2.144479e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161857 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -21444844.000000 Penalty: 5964.447754
	Iteration 23Q: 3 clusters Score -2.144484e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -21444910.000000 Penalty: 5964.447754
	Iteration 24Q: 3 clusters Score -2.144491e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162365 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21444978.000000 Penalty: 5964.447754
	Iteration 25Q: 3 clusters Score -2.144498e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -21445010.000000 Penalty: 5964.447754
	Iteration 26Q: 3 clusters Score -2.144501e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162766 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -21445050.000000 Penalty: 5964.447754
	Iteration 27Q: 3 clusters Score -2.144505e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -21445084.000000 Penalty: 5964.447754
	Iteration 28Q: 3 clusters Score -2.144508e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163101 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -21445096.000000 Penalty: 5964.447754
	Iteration 29Q: 3 clusters Score -2.14451e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -21445104.000000 Penalty: 5964.447754
	Iteration 30Q: 3 clusters Score -2.14451e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21445086.000000 Penalty: 5964.447754
	Iteration 31Q: 3 clusters Score -2.144509e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -21445110.000000 Penalty: 5964.447754
	Iteration 32Q: 3 clusters Score -2.144511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21445082.000000 Penalty: 5964.447754
	Iteration 33Q: 3 clusters Score -2.144508e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -21445100.000000 Penalty: 5964.447754
	Iteration 34Q: 3 clusters Score -2.14451e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163675 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21445142.000000 Penalty: 5964.447754
	Iteration 35Q: 3 clusters Score -2.144514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21445160.000000 Penalty: 5964.447754
	Iteration 36Q: 3 clusters Score -2.144516e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21445166.000000 Penalty: 5964.447754
	Iteration 37Q: 3 clusters Score -2.144517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -21445152.000000 Penalty: 5964.447754
	Iteration 38Q: 3 clusters Score -2.144515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163868 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21445166.000000 Penalty: 5964.447754
	Iteration 39Q: 3 clusters Score -2.144517e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -21445144.000000 Penalty: 5964.447754
	Iteration 40F: 3 clusters Score -2.144514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21445164.000000 Penalty: 5964.447754
	Iteration 41Q: 3 clusters Score -2.144516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -21445154.000000 Penalty: 5964.447754
	Iteration 42Q: 3 clusters Score -2.144515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21445150.000000 Penalty: 5964.447754
	Iteration 43Q: 3 clusters Score -2.144515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -21445154.000000 Penalty: 5964.447754
	Iteration 44Q: 3 clusters Score -2.144515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21445154.000000 Penalty: 5964.447754
	Iteration 45Q: 3 clusters Score -2.144515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164034 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -21445144.000000 Penalty: 5964.447754
	Iteration 46Q: 3 clusters Score -2.144514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164048 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -21445148.000000 Penalty: 5964.447754
	Iteration 47Q: 3 clusters Score -2.144515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -21445150.000000 Penalty: 5964.447754
	Iteration 48Q: 3 clusters Score -2.144515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -21445166.000000 Penalty: 5964.447754
	Iteration 49Q: 3 clusters Score -2.144517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21445144.000000 Penalty: 5964.447754
	Iteration 50Q: 3 clusters Score -2.144514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21445158.000000 Penalty: 5964.447754
	Iteration 51Q: 3 clusters Score -2.144516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -21445152.000000 Penalty: 5964.447754
	Iteration 52Q: 3 clusters Score -2.144515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164100 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -21445146.000000 Penalty: 5964.447754
	Iteration 53Q: 3 clusters Score -2.144515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21445152.000000 Penalty: 5964.447754
	Iteration 54Q: 3 clusters Score -2.144515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21445158.000000 Penalty: 5964.447754
	Iteration 55Q: 3 clusters Score -2.144516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164112 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -21445154.000000 Penalty: 5964.447754
	Iteration 56Q: 3 clusters Score -2.144515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164117 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21445158.000000 Penalty: 5964.447754
	Iteration 57Q: 3 clusters Score -2.144516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21445156.000000 Penalty: 5964.447754
	Iteration 58Q: 3 clusters Score -2.144516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164123 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.144515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.144516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.144516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164135 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2.144516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.144516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21445162.000000 Penalty: 5964.447754
	Iteration 64Q: 3 clusters Score -2.144516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164139 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.144515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.144516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -21445158.000000 Penalty: 5964.447754
	Iteration 67F: 3 clusters Score -2.144516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 186481 members 
Mstep: Class 3 contains 308 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 182262 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 14 contains 178980 members 
Mstep: Class 16 contains 59106 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176863 members 
Mstep: Class 22 contains 131083 members 
Mstep: Class 23 contains 166891 members 
Entering Unmasked Estep 
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Iteration 79Q: 20 clusters Score -1.496787e+08 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 183321 members 
Mstep: Class 3 contains 307 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 182088 members 
Mstep: Class 6 contains 571 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 54932 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 14 contains 178756 members 
Mstep: Class 16 contains 60397 members 
Mstep: Class 18 contains 29472 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 176489 members 
Mstep: Class 22 contains 134308 members 
Mstep: Class 23 contains 166516 members 
Entering Unmasked Estep 
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Iteration 80F: 20 clusters Score -1.496801e+08 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 181103 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 181724 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 463 members 
Mstep: Class 9 contains 10774 members 
Mstep: Class 10 contains 54760 members 
Mstep: Class 11 contains 3420 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 14 contains 178465 members 
Mstep: Class 16 contains 61385 members 
Mstep: Class 18 contains 29396 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 175969 members 
Mstep: Class 22 contains 137375 members 
Mstep: Class 23 contains 166101 members 
Entering Unmasked Estep 
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Iteration 81Q: 20 clusters Score -1.49681e+08 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 179267 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 181194 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 488 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 54587 members 
Mstep: Class 11 contains 3484 members 
Mstep: Class 12 contains 4288 members 
Mstep: Class 14 contains 178168 members 
Mstep: Class 16 contains 62201 members 
Mstep: Class 18 contains 29321 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 175436 members 
Mstep: Class 22 contains 140461 members 
Mstep: Class 23 contains 165636 members 
Entering Unmasked Estep 
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Iteration 82Q: 20 clusters Score -1.496818e+08 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 177584 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 180574 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 54441 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 14 contains 177823 members 
Mstep: Class 16 contains 62984 members 
Mstep: Class 18 contains 29206 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 174872 members 
Mstep: Class 22 contains 143609 members 
Mstep: Class 23 contains 165153 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -1.496822e+08 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 176118 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 180022 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 54265 members 
Mstep: Class 11 contains 3684 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 14 contains 177415 members 
Mstep: Class 16 contains 63621 members 
Mstep: Class 18 contains 29102 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 174273 members 
Mstep: Class 22 contains 146792 members 
Mstep: Class 23 contains 164582 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -1.496831e+08 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 174687 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 179493 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 10555 members 
Mstep: Class 10 contains 54081 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 4276 members 
Mstep: Class 14 contains 176966 members 
Mstep: Class 16 contains 64267 members 
Mstep: Class 18 contains 28965 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 173690 members 
Mstep: Class 22 contains 150031 members 
Mstep: Class 23 contains 163971 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -1.496839e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 173371 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 178868 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 53907 members 
Mstep: Class 11 contains 3888 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 14 contains 176515 members 
Mstep: Class 16 contains 64820 members 
Mstep: Class 18 contains 28845 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 173094 members 
Mstep: Class 22 contains 153365 members 
Mstep: Class 23 contains 163297 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -1.49685e+08 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 172105 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 178319 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 10454 members 
Mstep: Class 10 contains 53699 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 14 contains 175990 members 
Mstep: Class 16 contains 65360 members 
Mstep: Class 18 contains 28710 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 172488 members 
Mstep: Class 22 contains 156768 members 
Mstep: Class 23 contains 162597 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -1.496859e+08 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 170781 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 177679 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 10394 members 
Mstep: Class 10 contains 53478 members 
Mstep: Class 11 contains 4067 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 14 contains 175436 members 
Mstep: Class 16 contains 65914 members 
Mstep: Class 18 contains 28564 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 171830 members 
Mstep: Class 22 contains 160452 members 
Mstep: Class 23 contains 161879 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -1.496869e+08 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 169182 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 176995 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 453 members 
Mstep: Class 9 contains 10320 members 
Mstep: Class 10 contains 53272 members 
Mstep: Class 11 contains 4143 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 14 contains 174864 members 
Mstep: Class 16 contains 66453 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 171166 members 
Mstep: Class 22 contains 164592 members 
Mstep: Class 23 contains 161072 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -1.496874e+08 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 167311 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 176202 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 9 contains 10223 members 
Mstep: Class 10 contains 53070 members 
Mstep: Class 11 contains 4233 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 14 contains 174257 members 
Mstep: Class 16 contains 66979 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 170404 members 
Mstep: Class 22 contains 169309 members 
Mstep: Class 23 contains 160226 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -1.496887e+08 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 164739 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 175298 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 52877 members 
Mstep: Class 11 contains 4319 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 14 contains 173603 members 
Mstep: Class 16 contains 67415 members 
Mstep: Class 18 contains 28051 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 169485 members 
Mstep: Class 22 contains 175241 members 
Mstep: Class 23 contains 159320 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -1.496899e+08 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 160916 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 174411 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 518 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 9978 members 
Mstep: Class 10 contains 52675 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 4279 members 
Mstep: Class 14 contains 172876 members 
Mstep: Class 16 contains 67897 members 
Mstep: Class 18 contains 27789 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 168383 members 
Mstep: Class 22 contains 182852 members 
Mstep: Class 23 contains 158276 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -1.496909e+08 nChanged 17925
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 154974 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1820 members 
Mstep: Class 5 contains 173450 members 
Mstep: Class 6 contains 575 members 
Mstep: Class 7 contains 528 members 
Mstep: Class 8 contains 423 members 
Mstep: Class 9 contains 9836 members 
Mstep: Class 10 contains 52430 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 14 contains 172106 members 
Mstep: Class 16 contains 68410 members 
Mstep: Class 18 contains 27483 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 167135 members 
Mstep: Class 22 contains 192947 members 
Mstep: Class 23 contains 157194 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -1.496922e+08 nChanged 23165
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 146702 members 
Mstep: Class 3 contains 305 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 172631 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 414 members 
Mstep: Class 9 contains 9667 members 
Mstep: Class 10 contains 52168 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 4279 members 
Mstep: Class 14 contains 171414 members 
Mstep: Class 16 contains 69018 members 
Mstep: Class 18 contains 27181 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 165788 members 
Mstep: Class 22 contains 205388 members 
Mstep: Class 23 contains 155925 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -1.496947e+08 nChanged 27098
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 136733 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 172290 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 410 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 10 contains 51996 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 14 contains 171267 members 
Mstep: Class 16 contains 69656 members 
Mstep: Class 18 contains 26985 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 164590 members 
Mstep: Class 22 contains 218432 members 
Mstep: Class 23 contains 154356 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -1.496921e+08 nChanged 25715
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 127545 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 173059 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 404 members 
Mstep: Class 9 contains 9368 members 
Mstep: Class 10 contains 52004 members 
Mstep: Class 11 contains 4707 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 14 contains 172127 members 
Mstep: Class 16 contains 70287 members 
Mstep: Class 18 contains 26896 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 164392 members 
Mstep: Class 22 contains 227332 members 
Mstep: Class 23 contains 152690 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.49689e+08 nChanged 20496
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 120343 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 174657 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 52102 members 
Mstep: Class 11 contains 4770 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 14 contains 173686 members 
Mstep: Class 16 contains 70811 members 
Mstep: Class 18 contains 26979 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 165313 members 
Mstep: Class 22 contains 231027 members 
Mstep: Class 23 contains 151413 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.496865e+08 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 114686 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 176555 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 9303 members 
Mstep: Class 10 contains 52271 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 175591 members 
Mstep: Class 16 contains 71176 members 
Mstep: Class 18 contains 27160 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 166737 members 
Mstep: Class 22 contains 231573 members 
Mstep: Class 23 contains 150498 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.496862e+08 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 110195 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 178520 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 9323 members 
Mstep: Class 10 contains 52394 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 14 contains 177466 members 
Mstep: Class 16 contains 71421 members 
Mstep: Class 18 contains 27400 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 168300 members 
Mstep: Class 22 contains 230603 members 
Mstep: Class 23 contains 149865 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -1.496861e+08 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 106435 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 180352 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 10 contains 52537 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 179125 members 
Mstep: Class 16 contains 71548 members 
Mstep: Class 18 contains 27614 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 169889 members 
Mstep: Class 22 contains 229162 members 
Mstep: Class 23 contains 149385 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -1.496911e+08 nChanged 15909
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 100634 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 181860 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 9395 members 
Mstep: Class 10 contains 52484 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 180193 members 
Mstep: Class 16 contains 71610 members 
Mstep: Class 18 contains 27812 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 171070 members 
Mstep: Class 22 contains 232040 members 
Mstep: Class 23 contains 148256 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.496892e+08 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 96027 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1890 members 
Mstep: Class 5 contains 183583 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 10 contains 52469 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 14 contains 181111 members 
Mstep: Class 16 contains 71751 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 172651 members 
Mstep: Class 22 contains 232663 members 
Mstep: Class 23 contains 147561 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -1.496877e+08 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 92160 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1904 members 
Mstep: Class 5 contains 185281 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 52493 members 
Mstep: Class 11 contains 5112 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 181668 members 
Mstep: Class 16 contains 71871 members 
Mstep: Class 18 contains 28217 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 174337 members 
Mstep: Class 22 contains 232481 members 
Mstep: Class 23 contains 147209 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.496875e+08 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 88769 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 186800 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9561 members 
Mstep: Class 10 contains 52502 members 
Mstep: Class 11 contains 5161 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 181826 members 
Mstep: Class 16 contains 71902 members 
Mstep: Class 18 contains 28385 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 175941 members 
Mstep: Class 22 contains 232391 members 
Mstep: Class 23 contains 147084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687664.000000 Penalty: 65918.976562
Iteration 104Q: 20 clusters Score -1.496877e+08 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 85804 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 188166 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9595 members 
Mstep: Class 10 contains 52535 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 14 contains 181878 members 
Mstep: Class 16 contains 71889 members 
Mstep: Class 18 contains 28538 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 177470 members 
Mstep: Class 22 contains 232112 members 
Mstep: Class 23 contains 147117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687184.000000 Penalty: 65918.976562
Iteration 105Q: 20 clusters Score -1.496872e+08 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 83199 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 189345 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 52572 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 14 contains 181849 members 
Mstep: Class 16 contains 71853 members 
Mstep: Class 18 contains 28658 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 178838 members 
Mstep: Class 22 contains 231857 members 
Mstep: Class 23 contains 147238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687488.000000 Penalty: 65918.976562
Iteration 106Q: 20 clusters Score -1.496875e+08 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 80886 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 190396 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9697 members 
Mstep: Class 10 contains 52615 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 14 contains 181665 members 
Mstep: Class 16 contains 71788 members 
Mstep: Class 18 contains 28741 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 180133 members 
Mstep: Class 22 contains 231683 members 
Mstep: Class 23 contains 147420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687696.000000 Penalty: 65918.976562
Iteration 107Q: 20 clusters Score -1.496877e+08 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 78726 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 191282 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 10 contains 52652 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 181420 members 
Mstep: Class 16 contains 71716 members 
Mstep: Class 18 contains 28832 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 181236 members 
Mstep: Class 22 contains 231711 members 
Mstep: Class 23 contains 147671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149687360.000000 Penalty: 65918.976562
Iteration 108Q: 20 clusters Score -1.496874e+08 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 76683 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 192112 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 52686 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 181148 members 
Mstep: Class 16 contains 71652 members 
Mstep: Class 18 contains 28924 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182120 members 
Mstep: Class 22 contains 231905 members 
Mstep: Class 23 contains 147955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686624.000000 Penalty: 65918.976562
Iteration 109Q: 20 clusters Score -1.496866e+08 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 74869 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 192908 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9776 members 
Mstep: Class 10 contains 52754 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 180976 members 
Mstep: Class 16 contains 71569 members 
Mstep: Class 18 contains 29005 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 182754 members 
Mstep: Class 22 contains 232043 members 
Mstep: Class 23 contains 148266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686192.000000 Penalty: 65918.976562
Iteration 110Q: 20 clusters Score -1.496862e+08 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 73186 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 193684 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9802 members 
Mstep: Class 10 contains 52813 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 180813 members 
Mstep: Class 16 contains 71467 members 
Mstep: Class 18 contains 29077 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183168 members 
Mstep: Class 22 contains 232265 members 
Mstep: Class 23 contains 148614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685888.000000 Penalty: 65918.976562
Iteration 111Q: 20 clusters Score -1.496859e+08 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 71539 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 194372 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 52896 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 14 contains 180711 members 
Mstep: Class 16 contains 71356 members 
Mstep: Class 18 contains 29146 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183479 members 
Mstep: Class 22 contains 232563 members 
Mstep: Class 23 contains 148987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149686192.000000 Penalty: 65918.976562
Iteration 112Q: 20 clusters Score -1.496862e+08 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 194976 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 52969 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 180611 members 
Mstep: Class 16 contains 71240 members 
Mstep: Class 18 contains 29220 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183772 members 
Mstep: Class 22 contains 232804 members 
Mstep: Class 23 contains 149372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685424.000000 Penalty: 65918.976562
Iteration 113Q: 20 clusters Score -1.496854e+08 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 68713 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 195513 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 53021 members 
Mstep: Class 11 contains 5500 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 180600 members 
Mstep: Class 16 contains 71105 members 
Mstep: Class 18 contains 29289 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183910 members 
Mstep: Class 22 contains 233039 members 
Mstep: Class 23 contains 149743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685360.000000 Penalty: 65918.976562
Iteration 114Q: 20 clusters Score -1.496854e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 67367 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 195949 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9908 members 
Mstep: Class 10 contains 53066 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 14 contains 180629 members 
Mstep: Class 16 contains 70946 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183995 members 
Mstep: Class 22 contains 233430 members 
Mstep: Class 23 contains 150130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685648.000000 Penalty: 65918.976562
Iteration 115Q: 20 clusters Score -1.496856e+08 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 66085 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 196287 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9950 members 
Mstep: Class 10 contains 53112 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 14 contains 180681 members 
Mstep: Class 16 contains 70774 members 
Mstep: Class 18 contains 29424 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 184028 members 
Mstep: Class 22 contains 233860 members 
Mstep: Class 23 contains 150541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685664.000000 Penalty: 65918.976562
Iteration 116Q: 20 clusters Score -1.496857e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 64886 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 196586 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 9991 members 
Mstep: Class 10 contains 53161 members 
Mstep: Class 11 contains 5572 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 180756 members 
Mstep: Class 16 contains 70628 members 
Mstep: Class 18 contains 29493 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 184044 members 
Mstep: Class 22 contains 234250 members 
Mstep: Class 23 contains 150935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685488.000000 Penalty: 65918.976562
Iteration 117Q: 20 clusters Score -1.496855e+08 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 63747 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 196888 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 53201 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 14 contains 180883 members 
Mstep: Class 16 contains 70493 members 
Mstep: Class 18 contains 29552 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183977 members 
Mstep: Class 22 contains 234561 members 
Mstep: Class 23 contains 151389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685136.000000 Penalty: 65918.976562
Iteration 118Q: 20 clusters Score -1.496851e+08 nChanged 3815
Entering ConstructFrom: 
Score: -149685136.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73976.031250 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73976.03 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74340.492188 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74340.49 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74561.148438 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74561.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74771.484375 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -74771.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74993.523438 Penalty: 3266.741211
	Iteration 4F: 3 clusters Score -74993.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75215.742188 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -75215.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75313.273438 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -75313.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75423.921875 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -75423.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75548.312500 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -75548.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75899.328125 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -75899.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76057.492188 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -76057.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76098.492188 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -76098.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76108.531250 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -76108.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76111.093750 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -76111.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76111.093750 Penalty: 3266.741211
	Iteration 14F: 3 clusters Score -76111.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 62624 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 197152 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 10 contains 53224 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 180992 members 
Mstep: Class 16 contains 70336 members 
Mstep: Class 18 contains 29630 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183942 members 
Mstep: Class 22 contains 234886 members 
Mstep: Class 23 contains 151861 members 
Entering Unmasked Estep 
Score: -149683808.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149685136.000000 to -149683808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (62624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Entering Unmasked Estep 
Score: -8010928.000000 Penalty: 2739.136230
	Iteration 0F: 2 clusters Score -8010928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -7969022.000000 Penalty: 5478.272461
	Iteration 0F: 3 clusters Score -7969022 nChanged 29047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -7985132.000000 Penalty: 5478.272461
	Iteration 1F: 3 clusters Score -7985132 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -7985653.500000 Penalty: 5478.272461
	Iteration 2Q: 3 clusters Score -7985654 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -7986112.500000 Penalty: 5478.272461
	Iteration 3Q: 3 clusters Score -7986112 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -7986750.000000 Penalty: 5478.272461
	Iteration 4Q: 3 clusters Score -7986750 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -7987347.000000 Penalty: 5478.272461
	Iteration 5Q: 3 clusters Score -7987347 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -7988256.500000 Penalty: 5478.272461
	Iteration 6Q: 3 clusters Score -7988256 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7989877.000000 Penalty: 5478.272461
	Iteration 7Q: 3 clusters Score -7989877 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -7992511.000000 Penalty: 5478.272461
	Iteration 8F: 3 clusters Score -7992511 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -7996315.000000 Penalty: 5478.272461
	Iteration 9F: 3 clusters Score -7996315 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -8000311.000000 Penalty: 5478.272461
	Iteration 10F: 3 clusters Score -8000311 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -8002776.500000 Penalty: 5478.272461
	Iteration 11F: 3 clusters Score -8002776 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8004344.000000 Penalty: 5478.272461
	Iteration 12Q: 3 clusters Score -8004344 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8005738.500000 Penalty: 5478.272461
	Iteration 13Q: 3 clusters Score -8005738 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -8006942.500000 Penalty: 5478.272461
	Iteration 14Q: 3 clusters Score -8006942 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -8007856.500000 Penalty: 5478.272461
	Iteration 15Q: 3 clusters Score -8007856 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -8008317.500000 Penalty: 5478.272461
	Iteration 16Q: 3 clusters Score -8008318 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -8008649.500000 Penalty: 5478.272461
	Iteration 17Q: 3 clusters Score -8008650 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8008754.500000 Penalty: 5478.272461
	Iteration 18Q: 3 clusters Score -8008754 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8008848.500000 Penalty: 5478.272461
	Iteration 19Q: 3 clusters Score -8008848 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -8008891.000000 Penalty: 5478.272461
	Iteration 20F: 3 clusters Score -8008891 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -8008912.500000 Penalty: 5478.272461
	Iteration 21Q: 3 clusters Score -8008912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -8008934.500000 Penalty: 5478.272461
	Iteration 22Q: 3 clusters Score -8008934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8008950.500000 Penalty: 5478.272461
	Iteration 23Q: 3 clusters Score -8008950 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -8008959.500000 Penalty: 5478.272461
	Iteration 24Q: 3 clusters Score -8008960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -8008949.000000 Penalty: 5478.272461
	Iteration 25Q: 3 clusters Score -8008949 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -8008977.500000 Penalty: 5478.272461
	Iteration 26Q: 3 clusters Score -8008978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -8008987.500000 Penalty: 5478.272461
	Iteration 27Q: 3 clusters Score -8008988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -8008989.500000 Penalty: 5478.272461
	Iteration 28Q: 3 clusters Score -8008990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -8008992.000000 Penalty: 5478.272461
	Iteration 29Q: 3 clusters Score -8008992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -8008981.500000 Penalty: 5478.272461
	Iteration 30Q: 3 clusters Score -8008982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -8008975.500000 Penalty: 5478.272461
	Iteration 31Q: 3 clusters Score -8008976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -8008985.000000 Penalty: 5478.272461
	Iteration 32Q: 3 clusters Score -8008985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -8008977.000000 Penalty: 5478.272461
	Iteration 33Q: 3 clusters Score -8008977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -8008970.000000 Penalty: 5478.272461
	Iteration 34Q: 3 clusters Score -8008970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -8008980.000000 Penalty: 5478.272461
	Iteration 35Q: 3 clusters Score -8008980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -8008986.000000 Penalty: 5478.272461
	Iteration 36Q: 3 clusters Score -8008986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -8008988.500000 Penalty: 5478.272461
	Iteration 37Q: 3 clusters Score -8008988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -8008976.500000 Penalty: 5478.272461
	Iteration 38Q: 3 clusters Score -8008976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8008980.000000 Penalty: 5478.272461
	Iteration 39Q: 3 clusters Score -8008980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -8008999.000000 Penalty: 5478.272461
	Iteration 40F: 3 clusters Score -8008999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -8008993.000000 Penalty: 5478.272461
	Iteration 41Q: 3 clusters Score -8008993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -8008993.000000 Penalty: 5478.272461
	Iteration 42Q: 3 clusters Score -8008993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -8008987.500000 Penalty: 5478.272461
	Iteration 43Q: 3 clusters Score -8008988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -8008990.000000 Penalty: 5478.272461
	Iteration 44Q: 3 clusters Score -8008990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -8008985.000000 Penalty: 5478.272461
	Iteration 45Q: 3 clusters Score -8008985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -8008984.000000 Penalty: 5478.272461
	Iteration 46Q: 3 clusters Score -8008984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8008988.000000 Penalty: 5478.272461
	Iteration 47Q: 3 clusters Score -8008988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -8008981.500000 Penalty: 5478.272461
	Iteration 48Q: 3 clusters Score -8008982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -8008978.500000 Penalty: 5478.272461
	Iteration 49Q: 3 clusters Score -8008978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -8008975.500000 Penalty: 5478.272461
	Iteration 50Q: 3 clusters Score -8008976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8008976.000000 Penalty: 5478.272461
	Iteration 51Q: 3 clusters Score -8008976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -8008980.500000 Penalty: 5478.272461
	Iteration 52Q: 3 clusters Score -8008980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -8008982.000000 Penalty: 5478.272461
	Iteration 53Q: 3 clusters Score -8008982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -8008975.000000 Penalty: 5478.272461
	Iteration 54Q: 3 clusters Score -8008975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -8008975.000000 Penalty: 5478.272461
	Iteration 55F: 3 clusters Score -8008975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28462.025391 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28462.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28659.802734 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28659.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28790.693359 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28790.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28870.423828 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28870.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28951.324219 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28951.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29009.929688 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -29009.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29131.451172 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -29131.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29282.830078 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -29282.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29378.169922 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -29378.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29416.675781 Penalty: 2830.726807
	Iteration 9Q: 3 clusters Score -29416.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29433.826172 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -29433.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29433.826172 Penalty: 2830.726807
	Iteration 11F: 3 clusters Score -29433.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -230055.031250 Penalty: 1876.701660
	Iteration 0F: 2 clusters Score -230055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -227497.078125 Penalty: 3753.403320
	Iteration 0F: 3 clusters Score -227497.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227942.546875 Penalty: 3753.403320
	Iteration 1F: 3 clusters Score -227942.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -228048.203125 Penalty: 3753.403320
	Iteration 2F: 3 clusters Score -228048.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -228111.218750 Penalty: 3753.403320
	Iteration 3Q: 3 clusters Score -228111.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -228144.984375 Penalty: 3753.403320
	Iteration 4Q: 3 clusters Score -228145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228172.203125 Penalty: 3753.403320
	Iteration 5Q: 3 clusters Score -228172.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -228198.953125 Penalty: 3753.403320
	Iteration 6Q: 3 clusters Score -228199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -228219.593750 Penalty: 3753.403320
	Iteration 7Q: 3 clusters Score -228219.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -228230.109375 Penalty: 3753.403320
	Iteration 8Q: 3 clusters Score -228230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -228242.296875 Penalty: 3753.403320
	Iteration 9Q: 3 clusters Score -228242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -228255.687500 Penalty: 3753.403320
	Iteration 10Q: 3 clusters Score -228255.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -228265.140625 Penalty: 3753.403320
	Iteration 11Q: 3 clusters Score -228265.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -228272.531250 Penalty: 3753.403320
	Iteration 12Q: 3 clusters Score -228272.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228278.187500 Penalty: 3753.403320
	Iteration 13Q: 3 clusters Score -228278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -228283.656250 Penalty: 3753.403320
	Iteration 14Q: 3 clusters Score -228283.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228289.687500 Penalty: 3753.403320
	Iteration 15Q: 3 clusters Score -228289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -228295.156250 Penalty: 3753.403320
	Iteration 16Q: 3 clusters Score -228295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -228299.125000 Penalty: 3753.403320
	Iteration 17Q: 3 clusters Score -228299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -228299.812500 Penalty: 3753.403320
	Iteration 18Q: 3 clusters Score -228299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -228301.265625 Penalty: 3753.403320
	Iteration 19Q: 3 clusters Score -228301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -228303.875000 Penalty: 3753.403320
	Iteration 20F: 3 clusters Score -228303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -228306.468750 Penalty: 3753.403320
	Iteration 21Q: 3 clusters Score -228306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -228308.031250 Penalty: 3753.403320
	Iteration 22Q: 3 clusters Score -228308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -228310.109375 Penalty: 3753.403320
	Iteration 23Q: 3 clusters Score -228310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -228312.515625 Penalty: 3753.403320
	Iteration 24Q: 3 clusters Score -228312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228315.484375 Penalty: 3753.403320
	Iteration 25Q: 3 clusters Score -228315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -228317.343750 Penalty: 3753.403320
	Iteration 26Q: 3 clusters Score -228317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -228318.046875 Penalty: 3753.403320
	Iteration 27Q: 3 clusters Score -228318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -228320.421875 Penalty: 3753.403320
	Iteration 28Q: 3 clusters Score -228320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -228324.687500 Penalty: 3753.403320
	Iteration 29Q: 3 clusters Score -228324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228326.671875 Penalty: 3753.403320
	Iteration 30Q: 3 clusters Score -228326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -228328.968750 Penalty: 3753.403320
	Iteration 31Q: 3 clusters Score -228329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -228332.062500 Penalty: 3753.403320
	Iteration 32Q: 3 clusters Score -228332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -228334.765625 Penalty: 3753.403320
	Iteration 33Q: 3 clusters Score -228334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -228338.734375 Penalty: 3753.403320
	Iteration 34Q: 3 clusters Score -228338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -228340.484375 Penalty: 3753.403320
	Iteration 35Q: 3 clusters Score -228340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -228341.406250 Penalty: 3753.403320
	Iteration 36Q: 3 clusters Score -228341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -228341.468750 Penalty: 3753.403320
	Iteration 37Q: 3 clusters Score -228341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -228341.468750 Penalty: 3753.403320
	Iteration 38F: 3 clusters Score -228341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (197152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Entering Unmasked Estep 
Score: -25230828.000000 Penalty: 3023.549072
	Iteration 0F: 2 clusters Score -2.523083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -25101796.000000 Penalty: 6047.098145
	Iteration 0F: 3 clusters Score -2.51018e+07 nChanged 94741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -25158136.000000 Penalty: 6047.098145
	Iteration 1F: 3 clusters Score -2.515814e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -25159534.000000 Penalty: 6047.098145
	Iteration 2Q: 3 clusters Score -2.515953e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -25161466.000000 Penalty: 6047.098145
	Iteration 3Q: 3 clusters Score -2.516147e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -25164040.000000 Penalty: 6047.098145
	Iteration 4Q: 3 clusters Score -2.516404e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -25168156.000000 Penalty: 6047.098145
	Iteration 5Q: 3 clusters Score -2.516816e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -25174750.000000 Penalty: 6047.098145
	Iteration 6F: 3 clusters Score -2.517475e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -25184248.000000 Penalty: 6047.098145
	Iteration 7F: 3 clusters Score -2.518425e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 135818 members 
Entering Unmasked Estep 
Score: -25195604.000000 Penalty: 6047.098145
	Iteration 8F: 3 clusters Score -2.51956e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
Score: -25204942.000000 Penalty: 6047.098145
	Iteration 9F: 3 clusters Score -2.520494e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 148301 members 
Entering Unmasked Estep 
Score: -25210252.000000 Penalty: 6047.098145
	Iteration 10Q: 3 clusters Score -2.521025e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -25213022.000000 Penalty: 6047.098145
	Iteration 11Q: 3 clusters Score -2.521302e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -25215024.000000 Penalty: 6047.098145
	Iteration 12Q: 3 clusters Score -2.521502e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 160329 members 
Entering Unmasked Estep 
Score: -25216750.000000 Penalty: 6047.098145
	Iteration 13Q: 3 clusters Score -2.521675e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -25218562.000000 Penalty: 6047.098145
	Iteration 14Q: 3 clusters Score -2.521856e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 168056 members 
Entering Unmasked Estep 
Score: -25220242.000000 Penalty: 6047.098145
	Iteration 15Q: 3 clusters Score -2.522024e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -25221860.000000 Penalty: 6047.098145
	Iteration 16Q: 3 clusters Score -2.522186e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -25223514.000000 Penalty: 6047.098145
	Iteration 17Q: 3 clusters Score -2.522351e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 178352 members 
Entering Unmasked Estep 
Score: -25224874.000000 Penalty: 6047.098145
	Iteration 18Q: 3 clusters Score -2.522487e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 181207 members 
Entering Unmasked Estep 
Score: -25225956.000000 Penalty: 6047.098145
	Iteration 19Q: 3 clusters Score -2.522596e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 183648 members 
Entering Unmasked Estep 
Score: -25226942.000000 Penalty: 6047.098145
	Iteration 20F: 3 clusters Score -2.522694e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 185669 members 
Entering Unmasked Estep 
Score: -25227582.000000 Penalty: 6047.098145
	Iteration 21Q: 3 clusters Score -2.522758e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 187405 members 
Entering Unmasked Estep 
Score: -25228116.000000 Penalty: 6047.098145
	Iteration 22Q: 3 clusters Score -2.522812e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 188834 members 
Entering Unmasked Estep 
Score: -25228376.000000 Penalty: 6047.098145
	Iteration 23Q: 3 clusters Score -2.522838e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -25228552.000000 Penalty: 6047.098145
	Iteration 24Q: 3 clusters Score -2.522855e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 191014 members 
Entering Unmasked Estep 
Score: -25228774.000000 Penalty: 6047.098145
	Iteration 25Q: 3 clusters Score -2.522877e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -25228820.000000 Penalty: 6047.098145
	Iteration 26Q: 3 clusters Score -2.522882e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 192404 members 
Entering Unmasked Estep 
Score: -25228818.000000 Penalty: 6047.098145
	Iteration 27Q: 3 clusters Score -2.522882e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 192875 members 
Entering Unmasked Estep 
Score: -25228836.000000 Penalty: 6047.098145
	Iteration 28Q: 3 clusters Score -2.522884e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 193281 members 
Entering Unmasked Estep 
Score: -25228832.000000 Penalty: 6047.098145
	Iteration 29Q: 3 clusters Score -2.522883e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 193598 members 
Entering Unmasked Estep 
Score: -25228918.000000 Penalty: 6047.098145
	Iteration 30Q: 3 clusters Score -2.522892e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 193875 members 
Entering Unmasked Estep 
Score: -25228862.000000 Penalty: 6047.098145
	Iteration 31Q: 3 clusters Score -2.522886e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 194098 members 
Entering Unmasked Estep 
Score: -25228922.000000 Penalty: 6047.098145
	Iteration 32Q: 3 clusters Score -2.522892e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 194295 members 
Entering Unmasked Estep 
Score: -25228968.000000 Penalty: 6047.098145
	Iteration 33Q: 3 clusters Score -2.522897e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 194467 members 
Entering Unmasked Estep 
Score: -25228988.000000 Penalty: 6047.098145
	Iteration 34Q: 3 clusters Score -2.522899e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 194608 members 
Entering Unmasked Estep 
Score: -25228970.000000 Penalty: 6047.098145
	Iteration 35Q: 3 clusters Score -2.522897e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 194715 members 
Entering Unmasked Estep 
Score: -25228970.000000 Penalty: 6047.098145
	Iteration 36Q: 3 clusters Score -2.522897e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 194803 members 
Entering Unmasked Estep 
Score: -25229008.000000 Penalty: 6047.098145
	Iteration 37Q: 3 clusters Score -2.522901e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 194876 members 
Entering Unmasked Estep 
Score: -25228922.000000 Penalty: 6047.098145
	Iteration 38Q: 3 clusters Score -2.522892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 194937 members 
Entering Unmasked Estep 
Score: -25228944.000000 Penalty: 6047.098145
	Iteration 39Q: 3 clusters Score -2.522894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -25228948.000000 Penalty: 6047.098145
	Iteration 40F: 3 clusters Score -2.522895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 195043 members 
Entering Unmasked Estep 
Score: -25228950.000000 Penalty: 6047.098145
	Iteration 41Q: 3 clusters Score -2.522895e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 195088 members 
Entering Unmasked Estep 
Score: -25228954.000000 Penalty: 6047.098145
	Iteration 42Q: 3 clusters Score -2.522895e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -25228954.000000 Penalty: 6047.098145
	Iteration 43Q: 3 clusters Score -2.522895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 195155 members 
Entering Unmasked Estep 
Score: -25228964.000000 Penalty: 6047.098145
	Iteration 44Q: 3 clusters Score -2.522896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 195185 members 
Entering Unmasked Estep 
Score: -25228964.000000 Penalty: 6047.098145
	Iteration 45Q: 3 clusters Score -2.522896e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 195216 members 
Entering Unmasked Estep 
Score: -25228978.000000 Penalty: 6047.098145
	Iteration 46Q: 3 clusters Score -2.522898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 195240 members 
Entering Unmasked Estep 
Score: -25228972.000000 Penalty: 6047.098145
	Iteration 47Q: 3 clusters Score -2.522897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 195256 members 
Entering Unmasked Estep 
Score: -25228942.000000 Penalty: 6047.098145
	Iteration 48Q: 3 clusters Score -2.522894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 195275 members 
Entering Unmasked Estep 
Score: -25228944.000000 Penalty: 6047.098145
	Iteration 49Q: 3 clusters Score -2.522894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 195284 members 
Entering Unmasked Estep 
Score: -25228946.000000 Penalty: 6047.098145
	Iteration 50Q: 3 clusters Score -2.522895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -25228976.000000 Penalty: 6047.098145
	Iteration 51Q: 3 clusters Score -2.522898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -25228958.000000 Penalty: 6047.098145
	Iteration 52Q: 3 clusters Score -2.522896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 195319 members 
Entering Unmasked Estep 
Score: -25228968.000000 Penalty: 6047.098145
	Iteration 53Q: 3 clusters Score -2.522897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 195333 members 
Entering Unmasked Estep 
Score: -25228954.000000 Penalty: 6047.098145
	Iteration 54Q: 3 clusters Score -2.522895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 195342 members 
Entering Unmasked Estep 
Score: -25228952.000000 Penalty: 6047.098145
	Iteration 55Q: 3 clusters Score -2.522895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 195350 members 
Entering Unmasked Estep 
Score: -25228942.000000 Penalty: 6047.098145
	Iteration 56Q: 3 clusters Score -2.522894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 195355 members 
Entering Unmasked Estep 
Score: -25228936.000000 Penalty: 6047.098145
	Iteration 57Q: 3 clusters Score -2.522894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 195357 members 
Entering Unmasked Estep 
Score: -25228942.000000 Penalty: 6047.098145
	Iteration 58Q: 3 clusters Score -2.522894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -25228940.000000 Penalty: 6047.098145
	Iteration 59Q: 3 clusters Score -2.522894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 195358 members 
Entering Unmasked Estep 
Score: -25228940.000000 Penalty: 6047.098145
	Iteration 60F: 3 clusters Score -2.522894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58674.789062 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58674.79 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58900.464844 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -58900.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59074.152344 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59074.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59349.246094 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -59349.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59693.550781 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -59693.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -60062.945312 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -60062.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60388.980469 Penalty: 3153.489746
	Iteration 6F: 3 clusters Score -60388.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60703.886719 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -60703.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60952.414062 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -60952.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61059.148438 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -61059.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61085.417969 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -61085.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61121.964844 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -61121.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61168.214844 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -61168.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61201.695312 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -61201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61249.660156 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -61249.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61260.964844 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -61260.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61260.964844 Penalty: 3153.489746
	Iteration 16F: 3 clusters Score -61260.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62624 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 197152 members 
Mstep: Class 6 contains 353 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 10 contains 53224 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 180992 members 
Mstep: Class 16 contains 70336 members 
Mstep: Class 18 contains 29630 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183942 members 
Mstep: Class 22 contains 234886 members 
Mstep: Class 23 contains 151861 members 
Entering Unmasked Estep 
Score: -149684432.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149685136.000000 to -149684432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61647.238281 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61647.24 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61876.984375 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61876.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61931.195312 Penalty: 3152.629395
	Iteration 2Q: 3 clusters Score -61931.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61974.933594 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -61974.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62012.484375 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -62012.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62046.984375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62046.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62078.523438 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62078.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62106.457031 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62106.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62129.074219 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62129.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62145.714844 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62145.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62173.667969 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62173.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62206.488281 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -62206.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62232.542969 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -62232.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62269.742188 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -62269.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62307.300781 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -62307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62315.898438 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -62315.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62329.210938 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -62329.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62331.960938 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -62331.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62339.003906 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -62339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62347.632812 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -62347.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62354.062500 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -62354.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62364.980469 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -62364.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62379.335938 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -62379.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62391.667969 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -62391.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62402.726562 Penalty: 3152.629395
	Iteration 24Q: 3 clusters Score -62402.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62414.589844 Penalty: 3152.629395
	Iteration 25Q: 3 clusters Score -62414.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62423.964844 Penalty: 3152.629395
	Iteration 26Q: 3 clusters Score -62423.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62434.828125 Penalty: 3152.629395
	Iteration 27Q: 3 clusters Score -62434.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62448.191406 Penalty: 3152.629395
	Iteration 28Q: 3 clusters Score -62448.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62458.003906 Penalty: 3152.629395
	Iteration 29Q: 3 clusters Score -62458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62482.835938 Penalty: 3152.629395
	Iteration 30Q: 3 clusters Score -62482.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62517.234375 Penalty: 3152.629395
	Iteration 31Q: 3 clusters Score -62517.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62552.230469 Penalty: 3152.629395
	Iteration 32Q: 3 clusters Score -62552.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62594.800781 Penalty: 3152.629395
	Iteration 33Q: 3 clusters Score -62594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62639.613281 Penalty: 3152.629395
	Iteration 34Q: 3 clusters Score -62639.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62685.660156 Penalty: 3152.629395
	Iteration 35Q: 3 clusters Score -62685.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62718.164062 Penalty: 3152.629395
	Iteration 36Q: 3 clusters Score -62718.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62738.855469 Penalty: 3152.629395
	Iteration 37Q: 3 clusters Score -62738.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62753.570312 Penalty: 3152.629395
	Iteration 38Q: 3 clusters Score -62753.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62756.230469 Penalty: 3152.629395
	Iteration 39Q: 3 clusters Score -62756.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62764.164062 Penalty: 3152.629395
	Iteration 40F: 3 clusters Score -62764.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62785.503906 Penalty: 3152.629395
	Iteration 41Q: 3 clusters Score -62785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62803.312500 Penalty: 3152.629395
	Iteration 42Q: 3 clusters Score -62803.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62814.746094 Penalty: 3152.629395
	Iteration 43Q: 3 clusters Score -62814.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62823.535156 Penalty: 3152.629395
	Iteration 44Q: 3 clusters Score -62823.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62868.675781 Penalty: 3152.629395
	Iteration 45Q: 3 clusters Score -62868.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62930.230469 Penalty: 3152.629395
	Iteration 46Q: 3 clusters Score -62930.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63020.375000 Penalty: 3152.629395
	Iteration 47Q: 3 clusters Score -63020.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63149.074219 Penalty: 3152.629395
	Iteration 48Q: 3 clusters Score -63149.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63176.722656 Penalty: 3152.629395
	Iteration 49Q: 3 clusters Score -63176.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63213.097656 Penalty: 3152.629395
	Iteration 50Q: 3 clusters Score -63213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63223.335938 Penalty: 3152.629395
	Iteration 51Q: 3 clusters Score -63223.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63247.132812 Penalty: 3152.629395
	Iteration 52Q: 3 clusters Score -63247.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63258.941406 Penalty: 3152.629395
	Iteration 53Q: 3 clusters Score -63258.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63282.460938 Penalty: 3152.629395
	Iteration 54Q: 3 clusters Score -63282.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63291.093750 Penalty: 3152.629395
	Iteration 55Q: 3 clusters Score -63291.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63301.023438 Penalty: 3152.629395
	Iteration 56Q: 3 clusters Score -63301.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63304.390625 Penalty: 3152.629395
	Iteration 57F: 3 clusters Score -63304.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63313.816406 Penalty: 3152.629395
	Iteration 58Q: 3 clusters Score -63313.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63318.902344 Penalty: 3152.629395
	Iteration 59Q: 3 clusters Score -63318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63318.902344 Penalty: 3152.629395
	Iteration 60F: 3 clusters Score -63318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62624 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 197152 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 10 contains 53224 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 180992 members 
Mstep: Class 16 contains 70336 members 
Mstep: Class 18 contains 29630 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183942 members 
Mstep: Class 22 contains 234886 members 
Mstep: Class 23 contains 151861 members 
Entering Unmasked Estep 
Score: -149683456.000000 Penalty: 69388.398438
Splitting cluster 7 changes total score from -149685136.000000 to -149683456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38880.035156 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38880.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39057.277344 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39057.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39098.785156 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39098.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39123.253906 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39123.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39128.515625 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39128.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39133.714844 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39133.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39133.714844 Penalty: 2942.393555
	Iteration 6F: 3 clusters Score -39133.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1307187.250000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1307187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1299562.000000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1299562 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1301836.375000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1301836 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1302155.625000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1302156 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1302353.000000 Penalty: 4570.654785
	Iteration 3Q: 3 clusters Score -1302353 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1302521.375000 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -1302521 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1302687.500000 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -1302688 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1302830.750000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -1302831 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1302994.250000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1302994 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1303172.750000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1303173 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1303376.625000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1303377 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1303595.625000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1303596 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1303822.625000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1303823 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1304037.125000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1304037 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1304221.125000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1304221 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1304402.750000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1304403 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1304560.250000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1304560 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1304716.000000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1304716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1304839.625000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1304840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1304935.875000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1304936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1305003.375000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1305003 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1305051.750000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1305052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1305086.750000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1305087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1305107.875000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1305108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1305125.000000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1305125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1305143.000000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1305143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1305149.375000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1305149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1305156.500000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1305156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1305160.250000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1305160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1305161.000000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1305161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1305162.375000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -1305162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1305163.750000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -1305164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1305166.875000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -1305167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1305168.125000 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -1305168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1305168.875000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -1305169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1305171.250000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -1305171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1305172.750000 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -1305173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1305177.500000 Penalty: 4570.654785
	Iteration 36Q: 3 clusters Score -1305178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1305179.250000 Penalty: 4570.654785
	Iteration 37Q: 3 clusters Score -1305179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1305186.500000 Penalty: 4570.654785
	Iteration 38Q: 3 clusters Score -1305186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1305190.125000 Penalty: 4570.654785
	Iteration 39Q: 3 clusters Score -1305190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1305199.250000 Penalty: 4570.654785
	Iteration 40F: 3 clusters Score -1305199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1305199.375000 Penalty: 4570.654785
	Iteration 41Q: 3 clusters Score -1305199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1305200.875000 Penalty: 4570.654785
	Iteration 42Q: 3 clusters Score -1305201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1305200.875000 Penalty: 4570.654785
	Iteration 43F: 3 clusters Score -1305201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Entering Unmasked Estep 
Score: -6846263.000000 Penalty: 2698.801758
	Iteration 0F: 2 clusters Score -6846263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6810529.000000 Penalty: 5397.603516
	Iteration 0F: 3 clusters Score -6810529 nChanged 24600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -6824040.500000 Penalty: 5397.603516
	Iteration 1F: 3 clusters Score -6824040 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6824582.000000 Penalty: 5397.603516
	Iteration 2Q: 3 clusters Score -6824582 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6825159.000000 Penalty: 5397.603516
	Iteration 3Q: 3 clusters Score -6825159 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -6825894.000000 Penalty: 5397.603516
	Iteration 4Q: 3 clusters Score -6825894 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -6826863.000000 Penalty: 5397.603516
	Iteration 5Q: 3 clusters Score -6826863 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -6828284.500000 Penalty: 5397.603516
	Iteration 6F: 3 clusters Score -6828284 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -6830542.000000 Penalty: 5397.603516
	Iteration 7F: 3 clusters Score -6830542 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -6833574.000000 Penalty: 5397.603516
	Iteration 8F: 3 clusters Score -6833574 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -6836974.000000 Penalty: 5397.603516
	Iteration 9F: 3 clusters Score -6836974 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -6839927.500000 Penalty: 5397.603516
	Iteration 10F: 3 clusters Score -6839928 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -6841887.500000 Penalty: 5397.603516
	Iteration 11Q: 3 clusters Score -6841888 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6842735.000000 Penalty: 5397.603516
	Iteration 12Q: 3 clusters Score -6842735 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6843072.500000 Penalty: 5397.603516
	Iteration 13Q: 3 clusters Score -6843072 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6843278.500000 Penalty: 5397.603516
	Iteration 14Q: 3 clusters Score -6843278 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -6843409.000000 Penalty: 5397.603516
	Iteration 15Q: 3 clusters Score -6843409 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6843544.000000 Penalty: 5397.603516
	Iteration 16Q: 3 clusters Score -6843544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6843644.500000 Penalty: 5397.603516
	Iteration 17Q: 3 clusters Score -6843644 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6843700.000000 Penalty: 5397.603516
	Iteration 18Q: 3 clusters Score -6843700 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6843747.000000 Penalty: 5397.603516
	Iteration 19Q: 3 clusters Score -6843747 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6843780.000000 Penalty: 5397.603516
	Iteration 20F: 3 clusters Score -6843780 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6843815.000000 Penalty: 5397.603516
	Iteration 21Q: 3 clusters Score -6843815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6843849.000000 Penalty: 5397.603516
	Iteration 22Q: 3 clusters Score -6843849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6843868.500000 Penalty: 5397.603516
	Iteration 23Q: 3 clusters Score -6843868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6843906.500000 Penalty: 5397.603516
	Iteration 24Q: 3 clusters Score -6843906 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6843947.500000 Penalty: 5397.603516
	Iteration 25Q: 3 clusters Score -6843948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6843983.500000 Penalty: 5397.603516
	Iteration 26Q: 3 clusters Score -6843984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6844001.000000 Penalty: 5397.603516
	Iteration 27Q: 3 clusters Score -6844001 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6844027.500000 Penalty: 5397.603516
	Iteration 28Q: 3 clusters Score -6844028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6844028.000000 Penalty: 5397.603516
	Iteration 29Q: 3 clusters Score -6844028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6844061.000000 Penalty: 5397.603516
	Iteration 30Q: 3 clusters Score -6844061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6844081.500000 Penalty: 5397.603516
	Iteration 31Q: 3 clusters Score -6844082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6844086.000000 Penalty: 5397.603516
	Iteration 32Q: 3 clusters Score -6844086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6844101.500000 Penalty: 5397.603516
	Iteration 33Q: 3 clusters Score -6844102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6844109.000000 Penalty: 5397.603516
	Iteration 34Q: 3 clusters Score -6844109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6844123.500000 Penalty: 5397.603516
	Iteration 35Q: 3 clusters Score -6844124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6844141.000000 Penalty: 5397.603516
	Iteration 36Q: 3 clusters Score -6844141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6844134.000000 Penalty: 5397.603516
	Iteration 37Q: 3 clusters Score -6844134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6844128.500000 Penalty: 5397.603516
	Iteration 38Q: 3 clusters Score -6844128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6844132.500000 Penalty: 5397.603516
	Iteration 39Q: 3 clusters Score -6844132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6844147.500000 Penalty: 5397.603516
	Iteration 40F: 3 clusters Score -6844148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6844150.000000 Penalty: 5397.603516
	Iteration 41Q: 3 clusters Score -6844150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6844158.500000 Penalty: 5397.603516
	Iteration 42Q: 3 clusters Score -6844158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6844171.500000 Penalty: 5397.603516
	Iteration 43Q: 3 clusters Score -6844172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6844166.500000 Penalty: 5397.603516
	Iteration 44Q: 3 clusters Score -6844166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6844181.000000 Penalty: 5397.603516
	Iteration 45Q: 3 clusters Score -6844181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6844186.000000 Penalty: 5397.603516
	Iteration 46Q: 3 clusters Score -6844186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6844194.000000 Penalty: 5397.603516
	Iteration 47Q: 3 clusters Score -6844194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6844191.500000 Penalty: 5397.603516
	Iteration 48Q: 3 clusters Score -6844192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6844206.000000 Penalty: 5397.603516
	Iteration 49Q: 3 clusters Score -6844206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6844205.500000 Penalty: 5397.603516
	Iteration 50Q: 3 clusters Score -6844206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6844201.000000 Penalty: 5397.603516
	Iteration 51Q: 3 clusters Score -6844201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6844204.000000 Penalty: 5397.603516
	Iteration 52Q: 3 clusters Score -6844204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6844211.500000 Penalty: 5397.603516
	Iteration 53Q: 3 clusters Score -6844212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6844211.000000 Penalty: 5397.603516
	Iteration 54Q: 3 clusters Score -6844211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6844212.000000 Penalty: 5397.603516
	Iteration 55Q: 3 clusters Score -6844212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6844220.000000 Penalty: 5397.603516
	Iteration 56Q: 3 clusters Score -6844220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6844217.000000 Penalty: 5397.603516
	Iteration 57Q: 3 clusters Score -6844217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6844208.500000 Penalty: 5397.603516
	Iteration 58Q: 3 clusters Score -6844208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6844206.500000 Penalty: 5397.603516
	Iteration 59Q: 3 clusters Score -6844206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6844201.000000 Penalty: 5397.603516
	Iteration 60F: 3 clusters Score -6844201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6844202.500000 Penalty: 5397.603516
	Iteration 61Q: 3 clusters Score -6844202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6844206.500000 Penalty: 5397.603516
	Iteration 62Q: 3 clusters Score -6844206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6844208.500000 Penalty: 5397.603516
	Iteration 63Q: 3 clusters Score -6844208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6844204.000000 Penalty: 5397.603516
	Iteration 64Q: 3 clusters Score -6844204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6844204.000000 Penalty: 5397.603516
	Iteration 65F: 3 clusters Score -6844204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -685413.125000 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -685413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -680512.625000 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -680512.6 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -681767.250000 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -681767.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -682201.625000 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -682201.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -682536.312500 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -682536.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -682781.437500 Penalty: 4281.181641
	Iteration 4F: 3 clusters Score -682781.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -682994.625000 Penalty: 4281.181641
	Iteration 5F: 3 clusters Score -682994.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -683156.125000 Penalty: 4281.181641
	Iteration 6Q: 3 clusters Score -683156.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -683267.750000 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -683267.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -683353.875000 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -683353.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -683431.250000 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -683431.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -683500.625000 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -683500.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -683561.125000 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -683561.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -683624.937500 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -683624.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -683680.625000 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -683680.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -683728.750000 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -683728.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -683767.062500 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -683767.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -683790.312500 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -683790.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -683812.125000 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -683812.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -683822.437500 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -683822.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -683832.937500 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -683832.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -683843.500000 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -683843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -683849.000000 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -683849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -683853.937500 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -683853.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -683862.062500 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -683862.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -683868.687500 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -683868.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -683874.875000 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -683874.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -683883.125000 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -683883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -683889.187500 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -683889.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -683895.937500 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -683895.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -683904.937500 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -683904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -683910.000000 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -683910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -683919.125000 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -683919.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -683931.250000 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -683931.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -683939.125000 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -683939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -683944.750000 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -683944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -683951.062500 Penalty: 4281.181641
	Iteration 35Q: 3 clusters Score -683951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -683954.625000 Penalty: 4281.181641
	Iteration 36Q: 3 clusters Score -683954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -683961.687500 Penalty: 4281.181641
	Iteration 37Q: 3 clusters Score -683961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -683964.687500 Penalty: 4281.181641
	Iteration 38Q: 3 clusters Score -683964.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -683967.375000 Penalty: 4281.181641
	Iteration 39Q: 3 clusters Score -683967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -683971.562500 Penalty: 4281.181641
	Iteration 40F: 3 clusters Score -683971.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -683975.375000 Penalty: 4281.181641
	Iteration 41Q: 3 clusters Score -683975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -683976.437500 Penalty: 4281.181641
	Iteration 42Q: 3 clusters Score -683976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -683977.250000 Penalty: 4281.181641
	Iteration 43Q: 3 clusters Score -683977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -683982.062500 Penalty: 4281.181641
	Iteration 44Q: 3 clusters Score -683982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -683985.062500 Penalty: 4281.181641
	Iteration 45Q: 3 clusters Score -683985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -683987.187500 Penalty: 4281.181641
	Iteration 46Q: 3 clusters Score -683987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -683989.875000 Penalty: 4281.181641
	Iteration 47Q: 3 clusters Score -683989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -683990.437500 Penalty: 4281.181641
	Iteration 48Q: 3 clusters Score -683990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -683990.437500 Penalty: 4281.181641
	Iteration 49F: 3 clusters Score -683990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -539304.250000 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -539304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -535224.687500 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -535224.7 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -536140.750000 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -536140.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -536338.562500 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -536338.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -536458.562500 Penalty: 4151.562012
	Iteration 3Q: 3 clusters Score -536458.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -536564.625000 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -536564.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -536649.562500 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -536649.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -536730.375000 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -536730.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -536816.937500 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -536816.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -536925.562500 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -536925.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -537069.437500 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -537069.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -537259.687500 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -537259.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -537534.750000 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -537534.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -537897.937500 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -537897.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -538285.250000 Penalty: 4151.562012
	Iteration 13F: 3 clusters Score -538285.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -538597.687500 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -538597.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -538761.000000 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -538761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -538815.875000 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -538815.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -538852.437500 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -538852.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -538879.500000 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -538879.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -538891.875000 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -538891.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -538899.437500 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -538899.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -538905.312500 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -538905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -538908.125000 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -538908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -538910.500000 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -538910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -538910.500000 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -538910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -538912.000000 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -538912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -538913.000000 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -538913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -538913.750000 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -538913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -538914.937500 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -538914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -538917.312500 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -538917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -538917.312500 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -538917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -538917.625000 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -538917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -538917.937500 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -538917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -538920.625000 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -538920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -538919.250000 Penalty: 4151.562012
	Iteration 34Q: 3 clusters Score -538919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -538919.250000 Penalty: 4151.562012
	Iteration 35F: 3 clusters Score -538919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (180992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180992 members 
Entering Unmasked Estep 
Score: -23222782.000000 Penalty: 3002.339600
	Iteration 0F: 2 clusters Score -2.322278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -23103818.000000 Penalty: 6004.679199
	Iteration 0F: 3 clusters Score -2.310382e+07 nChanged 86955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 89315 members 
Entering Unmasked Estep 
Score: -23155000.000000 Penalty: 6004.679199
	Iteration 1F: 3 clusters Score -2.3155e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -23156466.000000 Penalty: 6004.679199
	Iteration 2Q: 3 clusters Score -2.315647e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -23158606.000000 Penalty: 6004.679199
	Iteration 3Q: 3 clusters Score -2.315861e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -23162178.000000 Penalty: 6004.679199
	Iteration 4Q: 3 clusters Score -2.316218e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94297 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -23167414.000000 Penalty: 6004.679199
	Iteration 5F: 3 clusters Score -2.316741e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -23175046.000000 Penalty: 6004.679199
	Iteration 6F: 3 clusters Score -2.317505e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -23184372.000000 Penalty: 6004.679199
	Iteration 7F: 3 clusters Score -2.318437e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -23192432.000000 Penalty: 6004.679199
	Iteration 8F: 3 clusters Score -2.319243e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -23196304.000000 Penalty: 6004.679199
	Iteration 9F: 3 clusters Score -2.31963e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -23197950.000000 Penalty: 6004.679199
	Iteration 10Q: 3 clusters Score -2.319795e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -23198826.000000 Penalty: 6004.679199
	Iteration 11Q: 3 clusters Score -2.319883e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -23199718.000000 Penalty: 6004.679199
	Iteration 12Q: 3 clusters Score -2.319972e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -23200302.000000 Penalty: 6004.679199
	Iteration 13Q: 3 clusters Score -2.32003e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -23200778.000000 Penalty: 6004.679199
	Iteration 14Q: 3 clusters Score -2.320078e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -23201338.000000 Penalty: 6004.679199
	Iteration 15Q: 3 clusters Score -2.320134e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -23201720.000000 Penalty: 6004.679199
	Iteration 16Q: 3 clusters Score -2.320172e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -23202136.000000 Penalty: 6004.679199
	Iteration 17Q: 3 clusters Score -2.320214e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -23202584.000000 Penalty: 6004.679199
	Iteration 18Q: 3 clusters Score -2.320258e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -23202870.000000 Penalty: 6004.679199
	Iteration 19Q: 3 clusters Score -2.320287e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -23203040.000000 Penalty: 6004.679199
	Iteration 20F: 3 clusters Score -2.320304e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -23203306.000000 Penalty: 6004.679199
	Iteration 21Q: 3 clusters Score -2.320331e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -23203662.000000 Penalty: 6004.679199
	Iteration 22Q: 3 clusters Score -2.320366e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -23203802.000000 Penalty: 6004.679199
	Iteration 23Q: 3 clusters Score -2.32038e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 101839 members 
Entering Unmasked Estep 
Score: -23204000.000000 Penalty: 6004.679199
	Iteration 24Q: 3 clusters Score -2.3204e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -23204250.000000 Penalty: 6004.679199
	Iteration 25Q: 3 clusters Score -2.320425e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -23204342.000000 Penalty: 6004.679199
	Iteration 26Q: 3 clusters Score -2.320434e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -23204542.000000 Penalty: 6004.679199
	Iteration 27Q: 3 clusters Score -2.320454e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -23204648.000000 Penalty: 6004.679199
	Iteration 28Q: 3 clusters Score -2.320465e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -23204784.000000 Penalty: 6004.679199
	Iteration 29Q: 3 clusters Score -2.320478e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -23204922.000000 Penalty: 6004.679199
	Iteration 30Q: 3 clusters Score -2.320492e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 109303 members 
Entering Unmasked Estep 
Score: -23205108.000000 Penalty: 6004.679199
	Iteration 31Q: 3 clusters Score -2.320511e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -23205290.000000 Penalty: 6004.679199
	Iteration 32Q: 3 clusters Score -2.320529e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69178 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -23205460.000000 Penalty: 6004.679199
	Iteration 33Q: 3 clusters Score -2.320546e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -23205494.000000 Penalty: 6004.679199
	Iteration 34Q: 3 clusters Score -2.320549e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 114476 members 
Entering Unmasked Estep 
Score: -23205650.000000 Penalty: 6004.679199
	Iteration 35Q: 3 clusters Score -2.320565e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -23205854.000000 Penalty: 6004.679199
	Iteration 36Q: 3 clusters Score -2.320585e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -23206032.000000 Penalty: 6004.679199
	Iteration 37Q: 3 clusters Score -2.320603e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 118804 members 
Entering Unmasked Estep 
Score: -23206412.000000 Penalty: 6004.679199
	Iteration 38Q: 3 clusters Score -2.320641e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 120380 members 
Entering Unmasked Estep 
Score: -23206600.000000 Penalty: 6004.679199
	Iteration 39Q: 3 clusters Score -2.32066e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 122043 members 
Entering Unmasked Estep 
Score: -23206852.000000 Penalty: 6004.679199
	Iteration 40F: 3 clusters Score -2.320685e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 123849 members 
Entering Unmasked Estep 
Score: -23206974.000000 Penalty: 6004.679199
	Iteration 41Q: 3 clusters Score -2.320697e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -23207376.000000 Penalty: 6004.679199
	Iteration 42Q: 3 clusters Score -2.320738e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 127638 members 
Entering Unmasked Estep 
Score: -23207692.000000 Penalty: 6004.679199
	Iteration 43Q: 3 clusters Score -2.320769e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -23208156.000000 Penalty: 6004.679199
	Iteration 44Q: 3 clusters Score -2.320816e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 131815 members 
Entering Unmasked Estep 
Score: -23208658.000000 Penalty: 6004.679199
	Iteration 45Q: 3 clusters Score -2.320866e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 133975 members 
Entering Unmasked Estep 
Score: -23209130.000000 Penalty: 6004.679199
	Iteration 46Q: 3 clusters Score -2.320913e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -23209606.000000 Penalty: 6004.679199
	Iteration 47Q: 3 clusters Score -2.320961e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -23210224.000000 Penalty: 6004.679199
	Iteration 48Q: 3 clusters Score -2.321022e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -23210730.000000 Penalty: 6004.679199
	Iteration 49Q: 3 clusters Score -2.321073e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -23211312.000000 Penalty: 6004.679199
	Iteration 50Q: 3 clusters Score -2.321131e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 145805 members 
Entering Unmasked Estep 
Score: -23211994.000000 Penalty: 6004.679199
	Iteration 51Q: 3 clusters Score -2.321199e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 148267 members 
Entering Unmasked Estep 
Score: -23212648.000000 Penalty: 6004.679199
	Iteration 52Q: 3 clusters Score -2.321265e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 150732 members 
Entering Unmasked Estep 
Score: -23213298.000000 Penalty: 6004.679199
	Iteration 53Q: 3 clusters Score -2.32133e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 153204 members 
Entering Unmasked Estep 
Score: -23214102.000000 Penalty: 6004.679199
	Iteration 54Q: 3 clusters Score -2.32141e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -23214988.000000 Penalty: 6004.679199
	Iteration 55Q: 3 clusters Score -2.321499e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -23215802.000000 Penalty: 6004.679199
	Iteration 56Q: 3 clusters Score -2.32158e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 160076 members 
Entering Unmasked Estep 
Score: -23216606.000000 Penalty: 6004.679199
	Iteration 57Q: 3 clusters Score -2.321661e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 162152 members 
Entering Unmasked Estep 
Score: -23217324.000000 Penalty: 6004.679199
	Iteration 58Q: 3 clusters Score -2.321732e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 164046 members 
Entering Unmasked Estep 
Score: -23218020.000000 Penalty: 6004.679199
	Iteration 59Q: 3 clusters Score -2.321802e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -23218396.000000 Penalty: 6004.679199
	Iteration 60F: 3 clusters Score -2.32184e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -23218892.000000 Penalty: 6004.679199
	Iteration 61Q: 3 clusters Score -2.321889e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 168963 members 
Entering Unmasked Estep 
Score: -23219284.000000 Penalty: 6004.679199
	Iteration 62Q: 3 clusters Score -2.321928e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -23219730.000000 Penalty: 6004.679199
	Iteration 63Q: 3 clusters Score -2.321973e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 171422 members 
Entering Unmasked Estep 
Score: -23220042.000000 Penalty: 6004.679199
	Iteration 64Q: 3 clusters Score -2.322004e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 172422 members 
Entering Unmasked Estep 
Score: -23220240.000000 Penalty: 6004.679199
	Iteration 65Q: 3 clusters Score -2.322024e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -23220494.000000 Penalty: 6004.679199
	Iteration 66Q: 3 clusters Score -2.322049e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 174097 members 
Entering Unmasked Estep 
Score: -23220616.000000 Penalty: 6004.679199
	Iteration 67Q: 3 clusters Score -2.322062e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -23220736.000000 Penalty: 6004.679199
	Iteration 68Q: 3 clusters Score -2.322074e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 175338 members 
Entering Unmasked Estep 
Score: -23220850.000000 Penalty: 6004.679199
	Iteration 69Q: 3 clusters Score -2.322085e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -23220920.000000 Penalty: 6004.679199
	Iteration 70Q: 3 clusters Score -2.322092e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 176223 members 
Entering Unmasked Estep 
Score: -23221020.000000 Penalty: 6004.679199
	Iteration 71Q: 3 clusters Score -2.322102e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -23221080.000000 Penalty: 6004.679199
	Iteration 72Q: 3 clusters Score -2.322108e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 176842 members 
Entering Unmasked Estep 
Score: -23221058.000000 Penalty: 6004.679199
	Iteration 73Q: 3 clusters Score -2.322106e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -23221078.000000 Penalty: 6004.679199
	Iteration 74Q: 3 clusters Score -2.322108e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 177276 members 
Entering Unmasked Estep 
Score: -23221068.000000 Penalty: 6004.679199
	Iteration 75Q: 3 clusters Score -2.322107e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
Score: -23221120.000000 Penalty: 6004.679199
	Iteration 76Q: 3 clusters Score -2.322112e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 177615 members 
Entering Unmasked Estep 
Score: -23221160.000000 Penalty: 6004.679199
	Iteration 77Q: 3 clusters Score -2.322116e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -23221158.000000 Penalty: 6004.679199
	Iteration 78Q: 3 clusters Score -2.322116e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 177846 members 
Entering Unmasked Estep 
Score: -23221200.000000 Penalty: 6004.679199
	Iteration 79Q: 3 clusters Score -2.32212e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -23221186.000000 Penalty: 6004.679199
	Iteration 80F: 3 clusters Score -2.322119e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 178045 members 
Entering Unmasked Estep 
Score: -23221226.000000 Penalty: 6004.679199
	Iteration 81Q: 3 clusters Score -2.322123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 178121 members 
Entering Unmasked Estep 
Score: -23221198.000000 Penalty: 6004.679199
	Iteration 82Q: 3 clusters Score -2.32212e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 178184 members 
Entering Unmasked Estep 
Score: -23221204.000000 Penalty: 6004.679199
	Iteration 83Q: 3 clusters Score -2.32212e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -23221206.000000 Penalty: 6004.679199
	Iteration 84Q: 3 clusters Score -2.322121e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 178281 members 
Entering Unmasked Estep 
Score: -23221196.000000 Penalty: 6004.679199
	Iteration 85Q: 3 clusters Score -2.32212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 178334 members 
Entering Unmasked Estep 
Score: -23221200.000000 Penalty: 6004.679199
	Iteration 86Q: 3 clusters Score -2.32212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 178374 members 
Entering Unmasked Estep 
Score: -23221188.000000 Penalty: 6004.679199
	Iteration 87Q: 3 clusters Score -2.322119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 178415 members 
Entering Unmasked Estep 
Score: -23221178.000000 Penalty: 6004.679199
	Iteration 88Q: 3 clusters Score -2.322118e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 178462 members 
Entering Unmasked Estep 
Score: -23221170.000000 Penalty: 6004.679199
	Iteration 89Q: 3 clusters Score -2.322117e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -23221156.000000 Penalty: 6004.679199
	Iteration 90Q: 3 clusters Score -2.322116e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 178558 members 
Entering Unmasked Estep 
Score: -23221166.000000 Penalty: 6004.679199
	Iteration 91Q: 3 clusters Score -2.322117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -23221180.000000 Penalty: 6004.679199
	Iteration 92Q: 3 clusters Score -2.322118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 178628 members 
Entering Unmasked Estep 
Score: -23221180.000000 Penalty: 6004.679199
	Iteration 93Q: 3 clusters Score -2.322118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 178657 members 
Entering Unmasked Estep 
Score: -23221184.000000 Penalty: 6004.679199
	Iteration 94Q: 3 clusters Score -2.322118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 178673 members 
Entering Unmasked Estep 
Score: -23221188.000000 Penalty: 6004.679199
	Iteration 95Q: 3 clusters Score -2.322119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 178687 members 
Entering Unmasked Estep 
Score: -23221178.000000 Penalty: 6004.679199
	Iteration 96Q: 3 clusters Score -2.322118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 178702 members 
Entering Unmasked Estep 
Score: -23221178.000000 Penalty: 6004.679199
	Iteration 97Q: 3 clusters Score -2.322118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -23221184.000000 Penalty: 6004.679199
	Iteration 98Q: 3 clusters Score -2.322118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 178722 members 
Entering Unmasked Estep 
Score: -23221176.000000 Penalty: 6004.679199
	Iteration 99Q: 3 clusters Score -2.322118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -23221170.000000 Penalty: 6004.679199
	Iteration 100F: 3 clusters Score -2.322117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -23221150.000000 Penalty: 6004.679199
	Iteration 101Q: 3 clusters Score -2.322115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 178738 members 
Entering Unmasked Estep 
Score: -23221168.000000 Penalty: 6004.679199
	Iteration 102Q: 3 clusters Score -2.322117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 178743 members 
Entering Unmasked Estep 
Score: -23221182.000000 Penalty: 6004.679199
	Iteration 103Q: 3 clusters Score -2.322118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -23221166.000000 Penalty: 6004.679199
	Iteration 104Q: 3 clusters Score -2.322117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 178753 members 
Entering Unmasked Estep 
Score: -23221164.000000 Penalty: 6004.679199
	Iteration 105Q: 3 clusters Score -2.322116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 178757 members 
Entering Unmasked Estep 
Score: -23221160.000000 Penalty: 6004.679199
	Iteration 106Q: 3 clusters Score -2.322116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 178759 members 
Entering Unmasked Estep 
Score: -23221162.000000 Penalty: 6004.679199
	Iteration 107Q: 3 clusters Score -2.322116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 178760 members 
Entering Unmasked Estep 
Score: -23221162.000000 Penalty: 6004.679199
	Iteration 108Q: 3 clusters Score -2.322116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 178763 members 
Entering Unmasked Estep 
Score: -23221152.000000 Penalty: 6004.679199
	Iteration 109Q: 3 clusters Score -2.322115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 178764 members 
Entering Unmasked Estep 
Score: -23221160.000000 Penalty: 6004.679199
	Iteration 110Q: 3 clusters Score -2.322116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 178766 members 
Entering Unmasked Estep 
Score: -23221162.000000 Penalty: 6004.679199
	Iteration 111Q: 3 clusters Score -2.322116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 178767 members 
Entering Unmasked Estep 
Score: -23221160.000000 Penalty: 6004.679199
	Iteration 112Q: 3 clusters Score -2.322116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -23221166.000000 Penalty: 6004.679199
	Iteration 113Q: 3 clusters Score -2.322117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -23221166.000000 Penalty: 6004.679199
	Iteration 114F: 3 clusters Score -2.322117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Entering Unmasked Estep 
Score: -8774866.000000 Penalty: 2767.937744
	Iteration 0F: 2 clusters Score -8774866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -8727680.000000 Penalty: 5535.875488
	Iteration 0F: 3 clusters Score -8727680 nChanged 32932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -8746472.000000 Penalty: 5535.875488
	Iteration 1F: 3 clusters Score -8746472 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -8747014.000000 Penalty: 5535.875488
	Iteration 2Q: 3 clusters Score -8747014 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -8747543.000000 Penalty: 5535.875488
	Iteration 3Q: 3 clusters Score -8747543 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -8748124.000000 Penalty: 5535.875488
	Iteration 4Q: 3 clusters Score -8748124 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -8748759.000000 Penalty: 5535.875488
	Iteration 5Q: 3 clusters Score -8748759 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8749461.000000 Penalty: 5535.875488
	Iteration 6Q: 3 clusters Score -8749461 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8750210.000000 Penalty: 5535.875488
	Iteration 7Q: 3 clusters Score -8750210 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -8751134.000000 Penalty: 5535.875488
	Iteration 8Q: 3 clusters Score -8751134 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8752136.000000 Penalty: 5535.875488
	Iteration 9Q: 3 clusters Score -8752136 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -8753310.000000 Penalty: 5535.875488
	Iteration 10Q: 3 clusters Score -8753310 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8754569.000000 Penalty: 5535.875488
	Iteration 11Q: 3 clusters Score -8754569 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8755953.000000 Penalty: 5535.875488
	Iteration 12Q: 3 clusters Score -8755953 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -8757251.000000 Penalty: 5535.875488
	Iteration 13Q: 3 clusters Score -8757251 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -8758602.000000 Penalty: 5535.875488
	Iteration 14Q: 3 clusters Score -8758602 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8760076.000000 Penalty: 5535.875488
	Iteration 15Q: 3 clusters Score -8760076 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -8761500.000000 Penalty: 5535.875488
	Iteration 16Q: 3 clusters Score -8761500 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -8763091.000000 Penalty: 5535.875488
	Iteration 17Q: 3 clusters Score -8763091 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -8764677.000000 Penalty: 5535.875488
	Iteration 18Q: 3 clusters Score -8764677 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -8766015.000000 Penalty: 5535.875488
	Iteration 19Q: 3 clusters Score -8766015 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -8767052.000000 Penalty: 5535.875488
	Iteration 20F: 3 clusters Score -8767052 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -8767955.000000 Penalty: 5535.875488
	Iteration 21Q: 3 clusters Score -8767955 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -8768687.000000 Penalty: 5535.875488
	Iteration 22Q: 3 clusters Score -8768687 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8769325.000000 Penalty: 5535.875488
	Iteration 23Q: 3 clusters Score -8769325 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -8769849.000000 Penalty: 5535.875488
	Iteration 24Q: 3 clusters Score -8769849 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -8770284.000000 Penalty: 5535.875488
	Iteration 25Q: 3 clusters Score -8770284 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -8770669.000000 Penalty: 5535.875488
	Iteration 26Q: 3 clusters Score -8770669 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -8771029.000000 Penalty: 5535.875488
	Iteration 27Q: 3 clusters Score -8771029 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -8771315.000000 Penalty: 5535.875488
	Iteration 28Q: 3 clusters Score -8771315 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -8771546.000000 Penalty: 5535.875488
	Iteration 29Q: 3 clusters Score -8771546 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -8771730.000000 Penalty: 5535.875488
	Iteration 30Q: 3 clusters Score -8771730 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -8771873.000000 Penalty: 5535.875488
	Iteration 31Q: 3 clusters Score -8771873 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -8771988.000000 Penalty: 5535.875488
	Iteration 32Q: 3 clusters Score -8771988 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -8772152.000000 Penalty: 5535.875488
	Iteration 33Q: 3 clusters Score -8772152 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -8772246.000000 Penalty: 5535.875488
	Iteration 34Q: 3 clusters Score -8772246 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -8772320.000000 Penalty: 5535.875488
	Iteration 35Q: 3 clusters Score -8772320 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -8772388.000000 Penalty: 5535.875488
	Iteration 36Q: 3 clusters Score -8772388 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -8772491.000000 Penalty: 5535.875488
	Iteration 37Q: 3 clusters Score -8772491 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -8772542.000000 Penalty: 5535.875488
	Iteration 38Q: 3 clusters Score -8772542 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8772601.000000 Penalty: 5535.875488
	Iteration 39Q: 3 clusters Score -8772601 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -8772654.000000 Penalty: 5535.875488
	Iteration 40F: 3 clusters Score -8772654 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -8772717.000000 Penalty: 5535.875488
	Iteration 41Q: 3 clusters Score -8772717 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -8772752.000000 Penalty: 5535.875488
	Iteration 42Q: 3 clusters Score -8772752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -8772808.000000 Penalty: 5535.875488
	Iteration 43Q: 3 clusters Score -8772808 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -8772839.000000 Penalty: 5535.875488
	Iteration 44Q: 3 clusters Score -8772839 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -8772878.000000 Penalty: 5535.875488
	Iteration 45Q: 3 clusters Score -8772878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -8772893.000000 Penalty: 5535.875488
	Iteration 46Q: 3 clusters Score -8772893 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61956 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8772903.000000 Penalty: 5535.875488
	Iteration 47Q: 3 clusters Score -8772903 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -8772914.000000 Penalty: 5535.875488
	Iteration 48Q: 3 clusters Score -8772914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -8772936.000000 Penalty: 5535.875488
	Iteration 49Q: 3 clusters Score -8772936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -8772938.000000 Penalty: 5535.875488
	Iteration 50Q: 3 clusters Score -8772938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8772985.000000 Penalty: 5535.875488
	Iteration 51Q: 3 clusters Score -8772985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -8772992.000000 Penalty: 5535.875488
	Iteration 52Q: 3 clusters Score -8772992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -8773001.000000 Penalty: 5535.875488
	Iteration 53Q: 3 clusters Score -8773001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -8773007.000000 Penalty: 5535.875488
	Iteration 54Q: 3 clusters Score -8773007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8773034.000000 Penalty: 5535.875488
	Iteration 55Q: 3 clusters Score -8773034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62733 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -8773036.000000 Penalty: 5535.875488
	Iteration 56Q: 3 clusters Score -8773036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -8773036.000000 Penalty: 5535.875488
	Iteration 57Q: 3 clusters Score -8773036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -8773039.000000 Penalty: 5535.875488
	Iteration 58Q: 3 clusters Score -8773039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -8773032.000000 Penalty: 5535.875488
	Iteration 59Q: 3 clusters Score -8773032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -8773023.000000 Penalty: 5535.875488
	Iteration 60F: 3 clusters Score -8773023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -8773021.000000 Penalty: 5535.875488
	Iteration 61Q: 3 clusters Score -8773021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8773026.000000 Penalty: 5535.875488
	Iteration 62Q: 3 clusters Score -8773026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -8773041.000000 Penalty: 5535.875488
	Iteration 63Q: 3 clusters Score -8773041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -8773036.000000 Penalty: 5535.875488
	Iteration 64Q: 3 clusters Score -8773036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -8773010.000000 Penalty: 5535.875488
	Iteration 65Q: 3 clusters Score -8773010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -8773027.000000 Penalty: 5535.875488
	Iteration 66Q: 3 clusters Score -8773027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8773026.000000 Penalty: 5535.875488
	Iteration 67Q: 3 clusters Score -8773026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -8773039.000000 Penalty: 5535.875488
	Iteration 68Q: 3 clusters Score -8773039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 69Q: 3 clusters Score -8773047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -8773048.000000 Penalty: 5535.875488
	Iteration 70Q: 3 clusters Score -8773048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8773043.000000 Penalty: 5535.875488
	Iteration 71Q: 3 clusters Score -8773043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -8773046.000000 Penalty: 5535.875488
	Iteration 72Q: 3 clusters Score -8773046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -8773038.000000 Penalty: 5535.875488
	Iteration 73Q: 3 clusters Score -8773038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -8773036.000000 Penalty: 5535.875488
	Iteration 74Q: 3 clusters Score -8773036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8773037.000000 Penalty: 5535.875488
	Iteration 75Q: 3 clusters Score -8773037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 76Q: 3 clusters Score -8773047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8773043.000000 Penalty: 5535.875488
	Iteration 77Q: 3 clusters Score -8773043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8773046.000000 Penalty: 5535.875488
	Iteration 78Q: 3 clusters Score -8773046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8773049.000000 Penalty: 5535.875488
	Iteration 79Q: 3 clusters Score -8773049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 80F: 3 clusters Score -8773047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -8773040.000000 Penalty: 5535.875488
	Iteration 81Q: 3 clusters Score -8773040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -8773050.000000 Penalty: 5535.875488
	Iteration 82Q: 3 clusters Score -8773050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -8773052.000000 Penalty: 5535.875488
	Iteration 83Q: 3 clusters Score -8773052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 84Q: 3 clusters Score -8773047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -8773045.000000 Penalty: 5535.875488
	Iteration 85Q: 3 clusters Score -8773045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 86Q: 3 clusters Score -8773047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 87Q: 3 clusters Score -8773047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 88Q: 3 clusters Score -8773047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -8773047.000000 Penalty: 5535.875488
	Iteration 89F: 3 clusters Score -8773047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Entering Unmasked Estep 
Score: -3851383.250000 Penalty: 2553.542725
	Iteration 0F: 2 clusters Score -3851383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3830995.000000 Penalty: 5107.085449
	Iteration 0F: 3 clusters Score -3830995 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3838219.000000 Penalty: 5107.085449
	Iteration 1F: 3 clusters Score -3838219 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3838668.250000 Penalty: 5107.085449
	Iteration 2Q: 3 clusters Score -3838668 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3838981.500000 Penalty: 5107.085449
	Iteration 3Q: 3 clusters Score -3838982 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3839266.500000 Penalty: 5107.085449
	Iteration 4Q: 3 clusters Score -3839266 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3839538.500000 Penalty: 5107.085449
	Iteration 5Q: 3 clusters Score -3839538 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3839873.250000 Penalty: 5107.085449
	Iteration 6Q: 3 clusters Score -3839873 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3840414.000000 Penalty: 5107.085449
	Iteration 7Q: 3 clusters Score -3840414 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3841236.000000 Penalty: 5107.085449
	Iteration 8F: 3 clusters Score -3841236 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3842443.750000 Penalty: 5107.085449
	Iteration 9F: 3 clusters Score -3842444 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3844003.250000 Penalty: 5107.085449
	Iteration 10F: 3 clusters Score -3844003 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3845739.750000 Penalty: 5107.085449
	Iteration 11F: 3 clusters Score -3845740 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3847198.750000 Penalty: 5107.085449
	Iteration 12F: 3 clusters Score -3847199 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3848136.500000 Penalty: 5107.085449
	Iteration 13Q: 3 clusters Score -3848136 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3848631.000000 Penalty: 5107.085449
	Iteration 14Q: 3 clusters Score -3848631 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3848831.750000 Penalty: 5107.085449
	Iteration 15Q: 3 clusters Score -3848832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3848968.500000 Penalty: 5107.085449
	Iteration 16Q: 3 clusters Score -3848968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3849085.500000 Penalty: 5107.085449
	Iteration 17Q: 3 clusters Score -3849086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3849135.500000 Penalty: 5107.085449
	Iteration 18Q: 3 clusters Score -3849136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3849150.750000 Penalty: 5107.085449
	Iteration 19Q: 3 clusters Score -3849151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3849165.000000 Penalty: 5107.085449
	Iteration 20F: 3 clusters Score -3849165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3849184.500000 Penalty: 5107.085449
	Iteration 21Q: 3 clusters Score -3849184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3849189.500000 Penalty: 5107.085449
	Iteration 22Q: 3 clusters Score -3849190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3849193.500000 Penalty: 5107.085449
	Iteration 23Q: 3 clusters Score -3849194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3849202.250000 Penalty: 5107.085449
	Iteration 24Q: 3 clusters Score -3849202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3849207.750000 Penalty: 5107.085449
	Iteration 25Q: 3 clusters Score -3849208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3849221.000000 Penalty: 5107.085449
	Iteration 26Q: 3 clusters Score -3849221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3849227.250000 Penalty: 5107.085449
	Iteration 27Q: 3 clusters Score -3849227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3849232.750000 Penalty: 5107.085449
	Iteration 28Q: 3 clusters Score -3849233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3849240.250000 Penalty: 5107.085449
	Iteration 29Q: 3 clusters Score -3849240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3849242.500000 Penalty: 5107.085449
	Iteration 30Q: 3 clusters Score -3849242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3849243.250000 Penalty: 5107.085449
	Iteration 31Q: 3 clusters Score -3849243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3849245.500000 Penalty: 5107.085449
	Iteration 32Q: 3 clusters Score -3849246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3849246.750000 Penalty: 5107.085449
	Iteration 33Q: 3 clusters Score -3849247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3849247.000000 Penalty: 5107.085449
	Iteration 34Q: 3 clusters Score -3849247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3849247.000000 Penalty: 5107.085449
	Iteration 35Q: 3 clusters Score -3849247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3849247.000000 Penalty: 5107.085449
	Iteration 36F: 3 clusters Score -3849247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -77079.781250 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -77079.78 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 324 members 
Entering Unmasked Estep 
Score: -75429.406250 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -75429.41 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75703.859375 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -75703.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75783.851562 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -75783.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75826.140625 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -75826.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75854.054688 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -75854.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75875.648438 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -75875.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75982.750000 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -75982.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76037.148438 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -76037.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76093.070312 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -76093.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76131.406250 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -76131.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76136.859375 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -76136.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76140.906250 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -76140.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76148.023438 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -76148.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76160.156250 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -76160.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76166.734375 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -76166.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76174.882812 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -76174.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76191.265625 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -76191.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76199.539062 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -76199.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76206.234375 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -76206.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76207.546875 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -76207.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76215.898438 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -76215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76219.015625 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -76219.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76225.335938 Penalty: 3230.562256
	Iteration 22Q: 3 clusters Score -76225.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76229.062500 Penalty: 3230.562256
	Iteration 23Q: 3 clusters Score -76229.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76230.304688 Penalty: 3230.562256
	Iteration 24Q: 3 clusters Score -76230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76230.304688 Penalty: 3230.562256
	Iteration 25F: 3 clusters Score -76230.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (183942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183942 members 
Entering Unmasked Estep 
Score: -23623404.000000 Penalty: 3006.349121
	Iteration 0F: 2 clusters Score -2.36234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -23503986.000000 Penalty: 6012.698242
	Iteration 0F: 3 clusters Score -2.350399e+07 nChanged 88377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 93675 members 
Entering Unmasked Estep 
Score: -23554766.000000 Penalty: 6012.698242
	Iteration 1F: 3 clusters Score -2.355477e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -23555568.000000 Penalty: 6012.698242
	Iteration 2Q: 3 clusters Score -2.355557e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -23556322.000000 Penalty: 6012.698242
	Iteration 3Q: 3 clusters Score -2.355632e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -23557384.000000 Penalty: 6012.698242
	Iteration 4Q: 3 clusters Score -2.355738e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -23558930.000000 Penalty: 6012.698242
	Iteration 5Q: 3 clusters Score -2.355893e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 106906 members 
Entering Unmasked Estep 
Score: -23561600.000000 Penalty: 6012.698242
	Iteration 6Q: 3 clusters Score -2.35616e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 114034 members 
Entering Unmasked Estep 
Score: -23566398.000000 Penalty: 6012.698242
	Iteration 7Q: 3 clusters Score -2.35664e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 123518 members 
Entering Unmasked Estep 
Score: -23574130.000000 Penalty: 6012.698242
	Iteration 8F: 3 clusters Score -2.357413e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -23584192.000000 Penalty: 6012.698242
	Iteration 9F: 3 clusters Score -2.358419e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -23594570.000000 Penalty: 6012.698242
	Iteration 10F: 3 clusters Score -2.359457e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -23602544.000000 Penalty: 6012.698242
	Iteration 11F: 3 clusters Score -2.360254e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -23607606.000000 Penalty: 6012.698242
	Iteration 12Q: 3 clusters Score -2.360761e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -23610598.000000 Penalty: 6012.698242
	Iteration 13Q: 3 clusters Score -2.36106e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -23612852.000000 Penalty: 6012.698242
	Iteration 14Q: 3 clusters Score -2.361285e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -23614554.000000 Penalty: 6012.698242
	Iteration 15Q: 3 clusters Score -2.361455e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 171728 members 
Entering Unmasked Estep 
Score: -23616146.000000 Penalty: 6012.698242
	Iteration 16Q: 3 clusters Score -2.361615e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -23617396.000000 Penalty: 6012.698242
	Iteration 17Q: 3 clusters Score -2.36174e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 176347 members 
Entering Unmasked Estep 
Score: -23618476.000000 Penalty: 6012.698242
	Iteration 18Q: 3 clusters Score -2.361848e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 178088 members 
Entering Unmasked Estep 
Score: -23619140.000000 Penalty: 6012.698242
	Iteration 19Q: 3 clusters Score -2.361914e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 179449 members 
Entering Unmasked Estep 
Score: -23619664.000000 Penalty: 6012.698242
	Iteration 20F: 3 clusters Score -2.361966e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 180459 members 
Entering Unmasked Estep 
Score: -23620102.000000 Penalty: 6012.698242
	Iteration 21Q: 3 clusters Score -2.36201e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 181187 members 
Entering Unmasked Estep 
Score: -23620314.000000 Penalty: 6012.698242
	Iteration 22Q: 3 clusters Score -2.362031e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -23620606.000000 Penalty: 6012.698242
	Iteration 23Q: 3 clusters Score -2.362061e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 182121 members 
Entering Unmasked Estep 
Score: -23620772.000000 Penalty: 6012.698242
	Iteration 24Q: 3 clusters Score -2.362077e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 182381 members 
Entering Unmasked Estep 
Score: -23620840.000000 Penalty: 6012.698242
	Iteration 25Q: 3 clusters Score -2.362084e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 182547 members 
Entering Unmasked Estep 
Score: -23620880.000000 Penalty: 6012.698242
	Iteration 26Q: 3 clusters Score -2.362088e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 182670 members 
Entering Unmasked Estep 
Score: -23620908.000000 Penalty: 6012.698242
	Iteration 27Q: 3 clusters Score -2.362091e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -23620952.000000 Penalty: 6012.698242
	Iteration 28Q: 3 clusters Score -2.362095e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 182815 members 
Entering Unmasked Estep 
Score: -23620958.000000 Penalty: 6012.698242
	Iteration 29Q: 3 clusters Score -2.362096e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 182861 members 
Entering Unmasked Estep 
Score: -23620956.000000 Penalty: 6012.698242
	Iteration 30Q: 3 clusters Score -2.362096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 182914 members 
Entering Unmasked Estep 
Score: -23620988.000000 Penalty: 6012.698242
	Iteration 31Q: 3 clusters Score -2.362099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 182955 members 
Entering Unmasked Estep 
Score: -23621016.000000 Penalty: 6012.698242
	Iteration 32Q: 3 clusters Score -2.362102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 182981 members 
Entering Unmasked Estep 
Score: -23621032.000000 Penalty: 6012.698242
	Iteration 33Q: 3 clusters Score -2.362103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 183003 members 
Entering Unmasked Estep 
Score: -23621058.000000 Penalty: 6012.698242
	Iteration 34Q: 3 clusters Score -2.362106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 183024 members 
Entering Unmasked Estep 
Score: -23621054.000000 Penalty: 6012.698242
	Iteration 35Q: 3 clusters Score -2.362105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -23621066.000000 Penalty: 6012.698242
	Iteration 36Q: 3 clusters Score -2.362107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 183051 members 
Entering Unmasked Estep 
Score: -23621080.000000 Penalty: 6012.698242
	Iteration 37Q: 3 clusters Score -2.362108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 183065 members 
Entering Unmasked Estep 
Score: -23621074.000000 Penalty: 6012.698242
	Iteration 38Q: 3 clusters Score -2.362107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 183076 members 
Entering Unmasked Estep 
Score: -23621078.000000 Penalty: 6012.698242
	Iteration 39Q: 3 clusters Score -2.362108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 183085 members 
Entering Unmasked Estep 
Score: -23621064.000000 Penalty: 6012.698242
	Iteration 40F: 3 clusters Score -2.362106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 183087 members 
Entering Unmasked Estep 
Score: -23621082.000000 Penalty: 6012.698242
	Iteration 41Q: 3 clusters Score -2.362108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 183094 members 
Entering Unmasked Estep 
Score: -23621064.000000 Penalty: 6012.698242
	Iteration 42Q: 3 clusters Score -2.362106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 183107 members 
Entering Unmasked Estep 
Score: -23621086.000000 Penalty: 6012.698242
	Iteration 43Q: 3 clusters Score -2.362109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 183112 members 
Entering Unmasked Estep 
Score: -23621092.000000 Penalty: 6012.698242
	Iteration 44Q: 3 clusters Score -2.362109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -23621092.000000 Penalty: 6012.698242
	Iteration 45Q: 3 clusters Score -2.362109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 183124 members 
Entering Unmasked Estep 
Score: -23621074.000000 Penalty: 6012.698242
	Iteration 46Q: 3 clusters Score -2.362107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -23621068.000000 Penalty: 6012.698242
	Iteration 47Q: 3 clusters Score -2.362107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 183128 members 
Entering Unmasked Estep 
Score: -23621074.000000 Penalty: 6012.698242
	Iteration 48Q: 3 clusters Score -2.362107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 183133 members 
Entering Unmasked Estep 
Score: -23621076.000000 Penalty: 6012.698242
	Iteration 49Q: 3 clusters Score -2.362108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 183140 members 
Entering Unmasked Estep 
Score: -23621084.000000 Penalty: 6012.698242
	Iteration 50Q: 3 clusters Score -2.362108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 183145 members 
Entering Unmasked Estep 
Score: -23621080.000000 Penalty: 6012.698242
	Iteration 51Q: 3 clusters Score -2.362108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -23621096.000000 Penalty: 6012.698242
	Iteration 52Q: 3 clusters Score -2.36211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -23621086.000000 Penalty: 6012.698242
	Iteration 53Q: 3 clusters Score -2.362109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -23621086.000000 Penalty: 6012.698242
	Iteration 54F: 3 clusters Score -2.362109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (234886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234886 members 
Entering Unmasked Estep 
Score: -30086026.000000 Penalty: 3066.980225
	Iteration 0F: 2 clusters Score -3.008603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 117198 members 
Entering Unmasked Estep 
Score: -29945654.000000 Penalty: 6133.960449
	Iteration 0F: 3 clusters Score -2.994565e+07 nChanged 113409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -30012986.000000 Penalty: 6133.960449
	Iteration 1F: 3 clusters Score -3.001299e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124235 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -30014038.000000 Penalty: 6133.960449
	Iteration 2Q: 3 clusters Score -3.001404e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -30015484.000000 Penalty: 6133.960449
	Iteration 3Q: 3 clusters Score -3.001548e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134559 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -30017868.000000 Penalty: 6133.960449
	Iteration 4Q: 3 clusters Score -3.001787e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -30022498.000000 Penalty: 6133.960449
	Iteration 5Q: 3 clusters Score -3.00225e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157969 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -30030816.000000 Penalty: 6133.960449
	Iteration 6F: 3 clusters Score -3.003082e+07 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176352 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -30044070.000000 Penalty: 6133.960449
	Iteration 7F: 3 clusters Score -3.004407e+07 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197250 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -30060486.000000 Penalty: 6133.960449
	Iteration 8F: 3 clusters Score -3.006049e+07 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216244 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -30073074.000000 Penalty: 6133.960449
	Iteration 9F: 3 clusters Score -3.007307e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227703 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -30079290.000000 Penalty: 6133.960449
	Iteration 10Q: 3 clusters Score -3.007929e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232481 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -30082234.000000 Penalty: 6133.960449
	Iteration 11Q: 3 clusters Score -3.008223e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233949 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30083022.000000 Penalty: 6133.960449
	Iteration 12Q: 3 clusters Score -3.008302e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234357 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -30083342.000000 Penalty: 6133.960449
	Iteration 13Q: 3 clusters Score -3.008334e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234469 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30083400.000000 Penalty: 6133.960449
	Iteration 14Q: 3 clusters Score -3.00834e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234524 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -30083436.000000 Penalty: 6133.960449
	Iteration 15Q: 3 clusters Score -3.008344e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234548 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30083470.000000 Penalty: 6133.960449
	Iteration 16Q: 3 clusters Score -3.008347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234561 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30083480.000000 Penalty: 6133.960449
	Iteration 17Q: 3 clusters Score -3.008348e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234575 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30083502.000000 Penalty: 6133.960449
	Iteration 18Q: 3 clusters Score -3.00835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234583 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30083528.000000 Penalty: 6133.960449
	Iteration 19Q: 3 clusters Score -3.008353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234587 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30083544.000000 Penalty: 6133.960449
	Iteration 20F: 3 clusters Score -3.008354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30083550.000000 Penalty: 6133.960449
	Iteration 21Q: 3 clusters Score -3.008355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234593 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30083554.000000 Penalty: 6133.960449
	Iteration 22Q: 3 clusters Score -3.008355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234597 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30083564.000000 Penalty: 6133.960449
	Iteration 23Q: 3 clusters Score -3.008356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234600 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30083558.000000 Penalty: 6133.960449
	Iteration 24Q: 3 clusters Score -3.008356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234600 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30083566.000000 Penalty: 6133.960449
	Iteration 25Q: 3 clusters Score -3.008357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234599 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30083576.000000 Penalty: 6133.960449
	Iteration 26Q: 3 clusters Score -3.008358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234598 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30083570.000000 Penalty: 6133.960449
	Iteration 27Q: 3 clusters Score -3.008357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234598 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30083570.000000 Penalty: 6133.960449
	Iteration 28F: 3 clusters Score -3.008357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (151861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Entering Unmasked Estep 
Score: -19533606.000000 Penalty: 2958.818848
	Iteration 0F: 2 clusters Score -1.953361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -19432540.000000 Penalty: 5917.637695
	Iteration 0F: 3 clusters Score -1.943254e+07 nChanged 72726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -19475110.000000 Penalty: 5917.637695
	Iteration 1F: 3 clusters Score -1.947511e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -19476304.000000 Penalty: 5917.637695
	Iteration 2Q: 3 clusters Score -1.94763e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77143 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -19477892.000000 Penalty: 5917.637695
	Iteration 3Q: 3 clusters Score -1.947789e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -19480162.000000 Penalty: 5917.637695
	Iteration 4Q: 3 clusters Score -1.948016e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -19483774.000000 Penalty: 5917.637695
	Iteration 5Q: 3 clusters Score -1.948377e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -19489636.000000 Penalty: 5917.637695
	Iteration 6F: 3 clusters Score -1.948964e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -19497392.000000 Penalty: 5917.637695
	Iteration 7F: 3 clusters Score -1.949739e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -19505460.000000 Penalty: 5917.637695
	Iteration 8F: 3 clusters Score -1.950546e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -19510774.000000 Penalty: 5917.637695
	Iteration 9F: 3 clusters Score -1.951077e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -19513582.000000 Penalty: 5917.637695
	Iteration 10Q: 3 clusters Score -1.951358e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96915 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -19514686.000000 Penalty: 5917.637695
	Iteration 11Q: 3 clusters Score -1.951469e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -19515500.000000 Penalty: 5917.637695
	Iteration 12Q: 3 clusters Score -1.95155e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -19516200.000000 Penalty: 5917.637695
	Iteration 13Q: 3 clusters Score -1.95162e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -19516828.000000 Penalty: 5917.637695
	Iteration 14Q: 3 clusters Score -1.951683e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -19517488.000000 Penalty: 5917.637695
	Iteration 15Q: 3 clusters Score -1.951749e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -19518116.000000 Penalty: 5917.637695
	Iteration 16Q: 3 clusters Score -1.951812e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108966 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -19518862.000000 Penalty: 5917.637695
	Iteration 17Q: 3 clusters Score -1.951886e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -19519664.000000 Penalty: 5917.637695
	Iteration 18Q: 3 clusters Score -1.951966e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -19520312.000000 Penalty: 5917.637695
	Iteration 19Q: 3 clusters Score -1.952031e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -19520914.000000 Penalty: 5917.637695
	Iteration 20F: 3 clusters Score -1.952091e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118177 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -19521636.000000 Penalty: 5917.637695
	Iteration 21Q: 3 clusters Score -1.952164e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120414 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -19522324.000000 Penalty: 5917.637695
	Iteration 22Q: 3 clusters Score -1.952232e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -19523158.000000 Penalty: 5917.637695
	Iteration 23Q: 3 clusters Score -1.952316e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124941 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -19523886.000000 Penalty: 5917.637695
	Iteration 24Q: 3 clusters Score -1.952389e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127239 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -19524626.000000 Penalty: 5917.637695
	Iteration 25Q: 3 clusters Score -1.952463e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -19525472.000000 Penalty: 5917.637695
	Iteration 26Q: 3 clusters Score -1.952547e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -19526236.000000 Penalty: 5917.637695
	Iteration 27Q: 3 clusters Score -1.952624e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133572 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -19526828.000000 Penalty: 5917.637695
	Iteration 28Q: 3 clusters Score -1.952683e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135521 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -19527616.000000 Penalty: 5917.637695
	Iteration 29Q: 3 clusters Score -1.952762e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137280 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -19528154.000000 Penalty: 5917.637695
	Iteration 30Q: 3 clusters Score -1.952815e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138839 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -19528712.000000 Penalty: 5917.637695
	Iteration 31Q: 3 clusters Score -1.952871e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140286 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -19529296.000000 Penalty: 5917.637695
	Iteration 32Q: 3 clusters Score -1.95293e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -19529638.000000 Penalty: 5917.637695
	Iteration 33Q: 3 clusters Score -1.952964e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -19530072.000000 Penalty: 5917.637695
	Iteration 34Q: 3 clusters Score -1.953007e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -19530388.000000 Penalty: 5917.637695
	Iteration 35Q: 3 clusters Score -1.953039e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -19530642.000000 Penalty: 5917.637695
	Iteration 36Q: 3 clusters Score -1.953064e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -19530872.000000 Penalty: 5917.637695
	Iteration 37Q: 3 clusters Score -1.953087e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -19531080.000000 Penalty: 5917.637695
	Iteration 38Q: 3 clusters Score -1.953108e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146366 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -19531256.000000 Penalty: 5917.637695
	Iteration 39Q: 3 clusters Score -1.953126e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146782 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -19531336.000000 Penalty: 5917.637695
	Iteration 40F: 3 clusters Score -1.953134e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -19531334.000000 Penalty: 5917.637695
	Iteration 41Q: 3 clusters Score -1.953133e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147410 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -19531362.000000 Penalty: 5917.637695
	Iteration 42Q: 3 clusters Score -1.953136e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147657 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -19531466.000000 Penalty: 5917.637695
	Iteration 43Q: 3 clusters Score -1.953147e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -19531514.000000 Penalty: 5917.637695
	Iteration 44Q: 3 clusters Score -1.953151e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148023 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -19531568.000000 Penalty: 5917.637695
	Iteration 45Q: 3 clusters Score -1.953157e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -19531592.000000 Penalty: 5917.637695
	Iteration 46Q: 3 clusters Score -1.953159e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -19531584.000000 Penalty: 5917.637695
	Iteration 47Q: 3 clusters Score -1.953158e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148422 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -19531584.000000 Penalty: 5917.637695
	Iteration 48Q: 3 clusters Score -1.953158e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148510 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -19531628.000000 Penalty: 5917.637695
	Iteration 49Q: 3 clusters Score -1.953163e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148606 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -19531630.000000 Penalty: 5917.637695
	Iteration 50Q: 3 clusters Score -1.953163e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -19531620.000000 Penalty: 5917.637695
	Iteration 51Q: 3 clusters Score -1.953162e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -19531618.000000 Penalty: 5917.637695
	Iteration 52Q: 3 clusters Score -1.953162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -19531648.000000 Penalty: 5917.637695
	Iteration 53Q: 3 clusters Score -1.953165e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148877 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -19531642.000000 Penalty: 5917.637695
	Iteration 54Q: 3 clusters Score -1.953164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148937 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -19531702.000000 Penalty: 5917.637695
	Iteration 55Q: 3 clusters Score -1.95317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149004 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -19531744.000000 Penalty: 5917.637695
	Iteration 56Q: 3 clusters Score -1.953174e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149062 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -19531702.000000 Penalty: 5917.637695
	Iteration 57Q: 3 clusters Score -1.95317e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149103 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -19531726.000000 Penalty: 5917.637695
	Iteration 58Q: 3 clusters Score -1.953173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -19531734.000000 Penalty: 5917.637695
	Iteration 59Q: 3 clusters Score -1.953173e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149168 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19531742.000000 Penalty: 5917.637695
	Iteration 60F: 3 clusters Score -1.953174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -19531756.000000 Penalty: 5917.637695
	Iteration 61Q: 3 clusters Score -1.953176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -19531742.000000 Penalty: 5917.637695
	Iteration 62Q: 3 clusters Score -1.953174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -19531752.000000 Penalty: 5917.637695
	Iteration 63Q: 3 clusters Score -1.953175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -19531768.000000 Penalty: 5917.637695
	Iteration 64Q: 3 clusters Score -1.953177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -19531772.000000 Penalty: 5917.637695
	Iteration 65Q: 3 clusters Score -1.953177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19531772.000000 Penalty: 5917.637695
	Iteration 66Q: 3 clusters Score -1.953177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19531756.000000 Penalty: 5917.637695
	Iteration 67Q: 3 clusters Score -1.953176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -19531750.000000 Penalty: 5917.637695
	Iteration 68Q: 3 clusters Score -1.953175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19531746.000000 Penalty: 5917.637695
	Iteration 69Q: 3 clusters Score -1.953175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19531750.000000 Penalty: 5917.637695
	Iteration 70Q: 3 clusters Score -1.953175e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19531764.000000 Penalty: 5917.637695
	Iteration 71Q: 3 clusters Score -1.953176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19531776.000000 Penalty: 5917.637695
	Iteration 72Q: 3 clusters Score -1.953178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19531798.000000 Penalty: 5917.637695
	Iteration 73Q: 3 clusters Score -1.95318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19531780.000000 Penalty: 5917.637695
	Iteration 74Q: 3 clusters Score -1.953178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -19531780.000000 Penalty: 5917.637695
	Iteration 75Q: 3 clusters Score -1.953178e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -19531790.000000 Penalty: 5917.637695
	Iteration 76Q: 3 clusters Score -1.953179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -19531786.000000 Penalty: 5917.637695
	Iteration 77Q: 3 clusters Score -1.953179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149581 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -19531778.000000 Penalty: 5917.637695
	Iteration 78Q: 3 clusters Score -1.953178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19531776.000000 Penalty: 5917.637695
	Iteration 79Q: 3 clusters Score -1.953178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -19531786.000000 Penalty: 5917.637695
	Iteration 80F: 3 clusters Score -1.953179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149604 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -19531780.000000 Penalty: 5917.637695
	Iteration 81Q: 3 clusters Score -1.953178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149609 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19531794.000000 Penalty: 5917.637695
	Iteration 82Q: 3 clusters Score -1.953179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149619 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19531758.000000 Penalty: 5917.637695
	Iteration 83Q: 3 clusters Score -1.953176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149629 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19531774.000000 Penalty: 5917.637695
	Iteration 84Q: 3 clusters Score -1.953177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -19531764.000000 Penalty: 5917.637695
	Iteration 85Q: 3 clusters Score -1.953176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -19531770.000000 Penalty: 5917.637695
	Iteration 86Q: 3 clusters Score -1.953177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149647 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -19531762.000000 Penalty: 5917.637695
	Iteration 87Q: 3 clusters Score -1.953176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -19531762.000000 Penalty: 5917.637695
	Iteration 88Q: 3 clusters Score -1.953176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -19531762.000000 Penalty: 5917.637695
	Iteration 89Q: 3 clusters Score -1.953176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149664 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19531770.000000 Penalty: 5917.637695
	Iteration 90Q: 3 clusters Score -1.953177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149669 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -19531778.000000 Penalty: 5917.637695
	Iteration 91Q: 3 clusters Score -1.953178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19531762.000000 Penalty: 5917.637695
	Iteration 92Q: 3 clusters Score -1.953176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19531756.000000 Penalty: 5917.637695
	Iteration 93Q: 3 clusters Score -1.953176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -19531752.000000 Penalty: 5917.637695
	Iteration 94Q: 3 clusters Score -1.953175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19531752.000000 Penalty: 5917.637695
	Iteration 95Q: 3 clusters Score -1.953175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19531752.000000 Penalty: 5917.637695
	Iteration 96Q: 3 clusters Score -1.953175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19531750.000000 Penalty: 5917.637695
	Iteration 97Q: 3 clusters Score -1.953175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149686 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19531750.000000 Penalty: 5917.637695
	Iteration 98F: 3 clusters Score -1.953175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62624 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 197152 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 10 contains 53224 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 14 contains 180992 members 
Mstep: Class 16 contains 70336 members 
Mstep: Class 18 contains 29630 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183942 members 
Mstep: Class 22 contains 234886 members 
Mstep: Class 23 contains 151861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685440.000000 Penalty: 65918.976562
Iteration 119Q: 20 clusters Score -1.496854e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 61430 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 197383 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10054 members 
Mstep: Class 10 contains 53241 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 181112 members 
Mstep: Class 16 contains 70217 members 
Mstep: Class 18 contains 29682 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183868 members 
Mstep: Class 22 contains 235390 members 
Mstep: Class 23 contains 152310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685136.000000 Penalty: 65918.976562
Iteration 120F: 20 clusters Score -1.496851e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 60226 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 197631 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10077 members 
Mstep: Class 10 contains 53258 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 14 contains 181198 members 
Mstep: Class 16 contains 70098 members 
Mstep: Class 18 contains 29742 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183783 members 
Mstep: Class 22 contains 235926 members 
Mstep: Class 23 contains 152737 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -1.496854e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 59104 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 197815 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 53292 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 14 contains 181326 members 
Mstep: Class 16 contains 69950 members 
Mstep: Class 18 contains 29811 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183759 members 
Mstep: Class 22 contains 236359 members 
Mstep: Class 23 contains 153155 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -1.496853e+08 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 58042 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 197956 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10104 members 
Mstep: Class 10 contains 53323 members 
Mstep: Class 11 contains 5644 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 181462 members 
Mstep: Class 16 contains 69805 members 
Mstep: Class 18 contains 29862 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183747 members 
Mstep: Class 22 contains 236791 members 
Mstep: Class 23 contains 153562 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -1.49685e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 56987 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 198088 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10122 members 
Mstep: Class 10 contains 53348 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 181582 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 18 contains 29913 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183766 members 
Mstep: Class 22 contains 237270 members 
Mstep: Class 23 contains 153927 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -1.496848e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 55958 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 198235 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 53386 members 
Mstep: Class 11 contains 5656 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 14 contains 181714 members 
Mstep: Class 16 contains 69496 members 
Mstep: Class 18 contains 29952 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183801 members 
Mstep: Class 22 contains 237656 members 
Mstep: Class 23 contains 154295 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -1.496849e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 54976 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 198405 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10167 members 
Mstep: Class 10 contains 53416 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 181842 members 
Mstep: Class 16 contains 69383 members 
Mstep: Class 18 contains 30001 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183864 members 
Mstep: Class 22 contains 237894 members 
Mstep: Class 23 contains 154687 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -1.496853e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 54034 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 198571 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10188 members 
Mstep: Class 10 contains 53453 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 181933 members 
Mstep: Class 16 contains 69278 members 
Mstep: Class 18 contains 30039 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183929 members 
Mstep: Class 22 contains 238101 members 
Mstep: Class 23 contains 155099 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -1.496854e+08 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 53178 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 198675 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10217 members 
Mstep: Class 10 contains 53492 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182023 members 
Mstep: Class 16 contains 69165 members 
Mstep: Class 18 contains 30070 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 183990 members 
Mstep: Class 22 contains 238246 members 
Mstep: Class 23 contains 155565 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -1.496855e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52341 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 198785 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10236 members 
Mstep: Class 10 contains 53537 members 
Mstep: Class 11 contains 5674 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 182120 members 
Mstep: Class 16 contains 69072 members 
Mstep: Class 18 contains 30119 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 184073 members 
Mstep: Class 22 contains 238353 members 
Mstep: Class 23 contains 155980 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -1.496854e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 51499 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 198898 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 53579 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182206 members 
Mstep: Class 16 contains 68990 members 
Mstep: Class 18 contains 30182 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184134 members 
Mstep: Class 22 contains 238496 members 
Mstep: Class 23 contains 156364 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -1.496851e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 50684 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 199048 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 53622 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182280 members 
Mstep: Class 16 contains 68897 members 
Mstep: Class 18 contains 30232 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184195 members 
Mstep: Class 22 contains 238635 members 
Mstep: Class 23 contains 156732 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -1.496849e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49883 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 199248 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10300 members 
Mstep: Class 10 contains 53658 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 182334 members 
Mstep: Class 16 contains 68784 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184281 members 
Mstep: Class 22 contains 238754 members 
Mstep: Class 23 contains 157091 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -1.496852e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49060 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 199440 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10318 members 
Mstep: Class 10 contains 53703 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182370 members 
Mstep: Class 16 contains 68655 members 
Mstep: Class 18 contains 30314 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184359 members 
Mstep: Class 22 contains 238940 members 
Mstep: Class 23 contains 157450 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -1.496853e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 48236 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 199585 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10340 members 
Mstep: Class 10 contains 53750 members 
Mstep: Class 11 contains 5684 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 182394 members 
Mstep: Class 16 contains 68558 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184411 members 
Mstep: Class 22 contains 239148 members 
Mstep: Class 23 contains 157829 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -1.496855e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47440 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 199679 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 53774 members 
Mstep: Class 11 contains 5686 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 182414 members 
Mstep: Class 16 contains 68494 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184479 members 
Mstep: Class 22 contains 239328 members 
Mstep: Class 23 contains 158241 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -1.496854e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46680 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 199805 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 53801 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 182434 members 
Mstep: Class 16 contains 68424 members 
Mstep: Class 18 contains 30426 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184563 members 
Mstep: Class 22 contains 239487 members 
Mstep: Class 23 contains 158605 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -1.496854e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45975 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 199969 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 53839 members 
Mstep: Class 11 contains 5691 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 182482 members 
Mstep: Class 16 contains 68314 members 
Mstep: Class 18 contains 30453 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184611 members 
Mstep: Class 22 contains 239619 members 
Mstep: Class 23 contains 158958 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -1.496854e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45273 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 200108 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10392 members 
Mstep: Class 10 contains 53865 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 182508 members 
Mstep: Class 16 contains 68213 members 
Mstep: Class 18 contains 30480 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184687 members 
Mstep: Class 22 contains 239771 members 
Mstep: Class 23 contains 159301 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -1.496849e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44632 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 200244 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10412 members 
Mstep: Class 10 contains 53896 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 182518 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 18 contains 30513 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184754 members 
Mstep: Class 22 contains 239876 members 
Mstep: Class 23 contains 159679 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -1.496846e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 43995 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 200331 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10433 members 
Mstep: Class 10 contains 53944 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 182528 members 
Mstep: Class 16 contains 67973 members 
Mstep: Class 18 contains 30536 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184774 members 
Mstep: Class 22 contains 240017 members 
Mstep: Class 23 contains 160062 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -1.496841e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 43405 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 200416 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 53990 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 182522 members 
Mstep: Class 16 contains 67886 members 
Mstep: Class 18 contains 30558 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184821 members 
Mstep: Class 22 contains 240104 members 
Mstep: Class 23 contains 160438 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -1.496842e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 200477 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10480 members 
Mstep: Class 10 contains 54015 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 182566 members 
Mstep: Class 16 contains 67794 members 
Mstep: Class 18 contains 30600 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184827 members 
Mstep: Class 22 contains 240193 members 
Mstep: Class 23 contains 160824 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -1.496845e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 200538 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 54038 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 182606 members 
Mstep: Class 16 contains 67686 members 
Mstep: Class 18 contains 30610 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184836 members 
Mstep: Class 22 contains 240298 members 
Mstep: Class 23 contains 161190 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -1.496847e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41744 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 200571 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10535 members 
Mstep: Class 10 contains 54057 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182599 members 
Mstep: Class 16 contains 67588 members 
Mstep: Class 18 contains 30630 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184884 members 
Mstep: Class 22 contains 240416 members 
Mstep: Class 23 contains 161570 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -1.496848e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 200623 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10555 members 
Mstep: Class 10 contains 54068 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182591 members 
Mstep: Class 16 contains 67504 members 
Mstep: Class 18 contains 30649 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184938 members 
Mstep: Class 22 contains 240549 members 
Mstep: Class 23 contains 161919 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -1.49685e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 200659 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10579 members 
Mstep: Class 10 contains 54076 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182572 members 
Mstep: Class 16 contains 67400 members 
Mstep: Class 18 contains 30676 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184964 members 
Mstep: Class 22 contains 240659 members 
Mstep: Class 23 contains 162281 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -1.496849e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40282 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 200691 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 54088 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182582 members 
Mstep: Class 16 contains 67299 members 
Mstep: Class 18 contains 30706 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184975 members 
Mstep: Class 22 contains 240755 members 
Mstep: Class 23 contains 162625 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -1.496852e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 39817 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 200720 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10614 members 
Mstep: Class 10 contains 54099 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182588 members 
Mstep: Class 16 contains 67230 members 
Mstep: Class 18 contains 30738 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184996 members 
Mstep: Class 22 contains 240828 members 
Mstep: Class 23 contains 162967 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -1.496854e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 39360 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 200724 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10626 members 
Mstep: Class 10 contains 54108 members 
Mstep: Class 11 contains 5694 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 182614 members 
Mstep: Class 16 contains 67142 members 
Mstep: Class 18 contains 30769 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185012 members 
Mstep: Class 22 contains 240945 members 
Mstep: Class 23 contains 163296 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -1.496854e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38949 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 200755 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10642 members 
Mstep: Class 10 contains 54120 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 182627 members 
Mstep: Class 16 contains 67035 members 
Mstep: Class 18 contains 30792 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185016 members 
Mstep: Class 22 contains 241035 members 
Mstep: Class 23 contains 163625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685552.000000 Penalty: 65918.976562
Iteration 150Q: 20 clusters Score -1.496856e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38570 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 200787 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10653 members 
Mstep: Class 10 contains 54126 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 182639 members 
Mstep: Class 16 contains 66931 members 
Mstep: Class 18 contains 30823 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185017 members 
Mstep: Class 22 contains 241109 members 
Mstep: Class 23 contains 163940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685392.000000 Penalty: 65918.976562
Iteration 151Q: 20 clusters Score -1.496854e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 38196 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 200812 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 54152 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 182679 members 
Mstep: Class 16 contains 66812 members 
Mstep: Class 18 contains 30849 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185008 members 
Mstep: Class 22 contains 241206 members 
Mstep: Class 23 contains 164218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685440.000000 Penalty: 65918.976562
Iteration 152Q: 20 clusters Score -1.496854e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37817 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 200813 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10673 members 
Mstep: Class 10 contains 54173 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 182712 members 
Mstep: Class 16 contains 66693 members 
Mstep: Class 18 contains 30876 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185027 members 
Mstep: Class 22 contains 241307 members 
Mstep: Class 23 contains 164502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685120.000000 Penalty: 65918.976562
Iteration 153Q: 20 clusters Score -1.496851e+08 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37473 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 200854 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 54187 members 
Mstep: Class 11 contains 5694 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 182748 members 
Mstep: Class 16 contains 66556 members 
Mstep: Class 18 contains 30896 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185036 members 
Mstep: Class 22 contains 241372 members 
Mstep: Class 23 contains 164792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685216.000000 Penalty: 65918.976562
Iteration 154Q: 20 clusters Score -1.496852e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37156 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 200910 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10696 members 
Mstep: Class 10 contains 54208 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 182774 members 
Mstep: Class 16 contains 66392 members 
Mstep: Class 18 contains 30913 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185022 members 
Mstep: Class 22 contains 241421 members 
Mstep: Class 23 contains 165105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685280.000000 Penalty: 65918.976562
Iteration 155Q: 20 clusters Score -1.496853e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36847 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 200968 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 54230 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 14 contains 182806 members 
Mstep: Class 16 contains 66210 members 
Mstep: Class 18 contains 30925 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185018 members 
Mstep: Class 22 contains 241491 members 
Mstep: Class 23 contains 165396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685072.000000 Penalty: 65918.976562
Iteration 156Q: 20 clusters Score -1.496851e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36493 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 201024 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 54248 members 
Mstep: Class 11 contains 5690 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 182826 members 
Mstep: Class 16 contains 66055 members 
Mstep: Class 18 contains 30944 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184988 members 
Mstep: Class 22 contains 241629 members 
Mstep: Class 23 contains 165672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685440.000000 Penalty: 65918.976562
Iteration 157Q: 20 clusters Score -1.496854e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36154 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 201078 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10734 members 
Mstep: Class 10 contains 54271 members 
Mstep: Class 11 contains 5687 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 182857 members 
Mstep: Class 16 contains 65902 members 
Mstep: Class 18 contains 30965 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184982 members 
Mstep: Class 22 contains 241787 members 
Mstep: Class 23 contains 165876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685680.000000 Penalty: 65918.976562
Iteration 158Q: 20 clusters Score -1.496857e+08 nChanged 1505
Entering ConstructFrom: 
Score: -149685680.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73910.179688 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73910.18 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74311.671875 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74311.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74786.289062 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74786.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75141.015625 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -75141.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75355.320312 Penalty: 3266.741211
	Iteration 4F: 3 clusters Score -75355.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75545.562500 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -75545.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75640.835938 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -75640.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75714.460938 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -75714.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75790.718750 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -75790.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75868.992188 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -75868.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75913.882812 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -75913.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75950.632812 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -75950.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76022.515625 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -76022.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76065.234375 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -76065.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76079.820312 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -76079.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76084.640625 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -76084.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76084.640625 Penalty: 3266.741211
	Iteration 16F: 3 clusters Score -76084.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35829 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 201141 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 54297 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 182904 members 
Mstep: Class 16 contains 65777 members 
Mstep: Class 18 contains 30985 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184978 members 
Mstep: Class 22 contains 241894 members 
Mstep: Class 23 contains 166057 members 
Entering Unmasked Estep 
Score: -149684032.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149685680.000000 to -149684032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (35829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Entering Unmasked Estep 
Score: -4585548.000000 Penalty: 2600.655273
	Iteration 0F: 2 clusters Score -4585548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4561301.000000 Penalty: 5201.310547
	Iteration 0F: 3 clusters Score -4561301 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4569955.500000 Penalty: 5201.310547
	Iteration 1F: 3 clusters Score -4569956 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4570399.500000 Penalty: 5201.310547
	Iteration 2Q: 3 clusters Score -4570400 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4570864.000000 Penalty: 5201.310547
	Iteration 3Q: 3 clusters Score -4570864 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4571340.000000 Penalty: 5201.310547
	Iteration 4Q: 3 clusters Score -4571340 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4571903.000000 Penalty: 5201.310547
	Iteration 5Q: 3 clusters Score -4571903 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4572638.000000 Penalty: 5201.310547
	Iteration 6Q: 3 clusters Score -4572638 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4573637.500000 Penalty: 5201.310547
	Iteration 7Q: 3 clusters Score -4573638 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4574897.000000 Penalty: 5201.310547
	Iteration 8Q: 3 clusters Score -4574897 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4576267.500000 Penalty: 5201.310547
	Iteration 9Q: 3 clusters Score -4576268 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4577572.500000 Penalty: 5201.310547
	Iteration 10Q: 3 clusters Score -4577572 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4578661.000000 Penalty: 5201.310547
	Iteration 11Q: 3 clusters Score -4578661 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4579428.000000 Penalty: 5201.310547
	Iteration 12Q: 3 clusters Score -4579428 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4579981.000000 Penalty: 5201.310547
	Iteration 13Q: 3 clusters Score -4579981 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4580421.500000 Penalty: 5201.310547
	Iteration 14Q: 3 clusters Score -4580422 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4580726.000000 Penalty: 5201.310547
	Iteration 15Q: 3 clusters Score -4580726 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4580957.000000 Penalty: 5201.310547
	Iteration 16Q: 3 clusters Score -4580957 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4581086.500000 Penalty: 5201.310547
	Iteration 17Q: 3 clusters Score -4581086 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4581239.500000 Penalty: 5201.310547
	Iteration 18Q: 3 clusters Score -4581240 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4581316.500000 Penalty: 5201.310547
	Iteration 19Q: 3 clusters Score -4581316 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -4581402.500000 Penalty: 5201.310547
	Iteration 20F: 3 clusters Score -4581402 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -4581473.500000 Penalty: 5201.310547
	Iteration 21Q: 3 clusters Score -4581474 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4581550.000000 Penalty: 5201.310547
	Iteration 22Q: 3 clusters Score -4581550 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -4581654.000000 Penalty: 5201.310547
	Iteration 23Q: 3 clusters Score -4581654 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4581705.000000 Penalty: 5201.310547
	Iteration 24Q: 3 clusters Score -4581705 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -4581765.000000 Penalty: 5201.310547
	Iteration 25Q: 3 clusters Score -4581765 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -4581846.000000 Penalty: 5201.310547
	Iteration 26Q: 3 clusters Score -4581846 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -4581920.500000 Penalty: 5201.310547
	Iteration 27Q: 3 clusters Score -4581920 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4581977.000000 Penalty: 5201.310547
	Iteration 28Q: 3 clusters Score -4581977 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4582031.500000 Penalty: 5201.310547
	Iteration 29Q: 3 clusters Score -4582032 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4582083.000000 Penalty: 5201.310547
	Iteration 30Q: 3 clusters Score -4582083 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4582162.500000 Penalty: 5201.310547
	Iteration 31Q: 3 clusters Score -4582162 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4582229.500000 Penalty: 5201.310547
	Iteration 32Q: 3 clusters Score -4582230 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -4582276.500000 Penalty: 5201.310547
	Iteration 33Q: 3 clusters Score -4582276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4582319.000000 Penalty: 5201.310547
	Iteration 34Q: 3 clusters Score -4582319 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4582351.000000 Penalty: 5201.310547
	Iteration 35Q: 3 clusters Score -4582351 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -4582378.500000 Penalty: 5201.310547
	Iteration 36Q: 3 clusters Score -4582378 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4582396.500000 Penalty: 5201.310547
	Iteration 37Q: 3 clusters Score -4582396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4582418.500000 Penalty: 5201.310547
	Iteration 38Q: 3 clusters Score -4582418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -4582422.500000 Penalty: 5201.310547
	Iteration 39Q: 3 clusters Score -4582422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4582442.000000 Penalty: 5201.310547
	Iteration 40F: 3 clusters Score -4582442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4582454.000000 Penalty: 5201.310547
	Iteration 41Q: 3 clusters Score -4582454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4582459.000000 Penalty: 5201.310547
	Iteration 42Q: 3 clusters Score -4582459 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4582479 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4582486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4582509.000000 Penalty: 5201.310547
	Iteration 45Q: 3 clusters Score -4582509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4582515 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4582518.500000 Penalty: 5201.310547
	Iteration 47Q: 3 clusters Score -4582518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4582537.000000 Penalty: 5201.310547
	Iteration 48Q: 3 clusters Score -4582537 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4582550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4582561.500000 Penalty: 5201.310547
	Iteration 50Q: 3 clusters Score -4582562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4582560.500000 Penalty: 5201.310547
	Iteration 51Q: 3 clusters Score -4582560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4582567.500000 Penalty: 5201.310547
	Iteration 52Q: 3 clusters Score -4582568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4582575.500000 Penalty: 5201.310547
	Iteration 53Q: 3 clusters Score -4582576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4582588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4582594.000000 Penalty: 5201.310547
	Iteration 55Q: 3 clusters Score -4582594 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4582602.500000 Penalty: 5201.310547
	Iteration 56Q: 3 clusters Score -4582602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4582610.000000 Penalty: 5201.310547
	Iteration 57Q: 3 clusters Score -4582610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4582624.500000 Penalty: 5201.310547
	Iteration 58Q: 3 clusters Score -4582624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -4582649.500000 Penalty: 5201.310547
	Iteration 59Q: 3 clusters Score -4582650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4582666.500000 Penalty: 5201.310547
	Iteration 60F: 3 clusters Score -4582666 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4582669.000000 Penalty: 5201.310547
	Iteration 61Q: 3 clusters Score -4582669 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4582680.000000 Penalty: 5201.310547
	Iteration 62Q: 3 clusters Score -4582680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4582700.500000 Penalty: 5201.310547
	Iteration 63Q: 3 clusters Score -4582700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4582716.500000 Penalty: 5201.310547
	Iteration 64Q: 3 clusters Score -4582716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4582710 nChanged 105
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Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4582729.500000 Penalty: 5201.310547
	Iteration 66Q: 3 clusters Score -4582730 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4582719.000000 Penalty: 5201.310547
	Iteration 67Q: 3 clusters Score -4582719 nChanged 83
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Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4582742.000000 Penalty: 5201.310547
	Iteration 68Q: 3 clusters Score -4582742 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4582747.500000 Penalty: 5201.310547
	Iteration 69Q: 3 clusters Score -4582748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4582755.500000 Penalty: 5201.310547
	Iteration 70Q: 3 clusters Score -4582756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4582761.000000 Penalty: 5201.310547
	Iteration 71Q: 3 clusters Score -4582761 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -4582768.500000 Penalty: 5201.310547
	Iteration 72Q: 3 clusters Score -4582768 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4582789.000000 Penalty: 5201.310547
	Iteration 73Q: 3 clusters Score -4582789 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4582796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4582800.000000 Penalty: 5201.310547
	Iteration 75Q: 3 clusters Score -4582800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4582806.500000 Penalty: 5201.310547
	Iteration 76Q: 3 clusters Score -4582806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4582816.500000 Penalty: 5201.310547
	Iteration 77Q: 3 clusters Score -4582816 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4582827.500000 Penalty: 5201.310547
	Iteration 78Q: 3 clusters Score -4582828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4582839.000000 Penalty: 5201.310547
	Iteration 79Q: 3 clusters Score -4582839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4582835.500000 Penalty: 5201.310547
	Iteration 80F: 3 clusters Score -4582836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4582831.500000 Penalty: 5201.310547
	Iteration 81Q: 3 clusters Score -4582832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4582834.500000 Penalty: 5201.310547
	Iteration 82Q: 3 clusters Score -4582834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4582839.000000 Penalty: 5201.310547
	Iteration 83Q: 3 clusters Score -4582839 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4582841.500000 Penalty: 5201.310547
	Iteration 84Q: 3 clusters Score -4582842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4582854.000000 Penalty: 5201.310547
	Iteration 85Q: 3 clusters Score -4582854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4582850.000000 Penalty: 5201.310547
	Iteration 86Q: 3 clusters Score -4582850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4582842.500000 Penalty: 5201.310547
	Iteration 87Q: 3 clusters Score -4582842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -4582861.000000 Penalty: 5201.310547
	Iteration 88Q: 3 clusters Score -4582861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4582879.000000 Penalty: 5201.310547
	Iteration 89Q: 3 clusters Score -4582879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4582880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -4582873.500000 Penalty: 5201.310547
	Iteration 91Q: 3 clusters Score -4582874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4582888.000000 Penalty: 5201.310547
	Iteration 92Q: 3 clusters Score -4582888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4582896.500000 Penalty: 5201.310547
	Iteration 93Q: 3 clusters Score -4582896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4582913.000000 Penalty: 5201.310547
	Iteration 94Q: 3 clusters Score -4582913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4582916.500000 Penalty: 5201.310547
	Iteration 95Q: 3 clusters Score -4582916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4582909.500000 Penalty: 5201.310547
	Iteration 96Q: 3 clusters Score -4582910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4582907.500000 Penalty: 5201.310547
	Iteration 97Q: 3 clusters Score -4582908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -4582912.500000 Penalty: 5201.310547
	Iteration 98Q: 3 clusters Score -4582912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -4582913.000000 Penalty: 5201.310547
	Iteration 99Q: 3 clusters Score -4582913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4582915.000000 Penalty: 5201.310547
	Iteration 100F: 3 clusters Score -4582915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4582908.000000 Penalty: 5201.310547
	Iteration 101Q: 3 clusters Score -4582908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4582917.500000 Penalty: 5201.310547
	Iteration 102Q: 3 clusters Score -4582918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4582931.500000 Penalty: 5201.310547
	Iteration 103Q: 3 clusters Score -4582932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4582939.500000 Penalty: 5201.310547
	Iteration 104Q: 3 clusters Score -4582940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4582941.000000 Penalty: 5201.310547
	Iteration 105Q: 3 clusters Score -4582941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4582952.500000 Penalty: 5201.310547
	Iteration 106Q: 3 clusters Score -4582952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -4582956.500000 Penalty: 5201.310547
	Iteration 107Q: 3 clusters Score -4582956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4582962.500000 Penalty: 5201.310547
	Iteration 108Q: 3 clusters Score -4582962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4582974.500000 Penalty: 5201.310547
	Iteration 109Q: 3 clusters Score -4582974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4582969.000000 Penalty: 5201.310547
	Iteration 110Q: 3 clusters Score -4582969 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4582966.500000 Penalty: 5201.310547
	Iteration 111Q: 3 clusters Score -4582966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4582969.000000 Penalty: 5201.310547
	Iteration 112Q: 3 clusters Score -4582969 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4582983.500000 Penalty: 5201.310547
	Iteration 113Q: 3 clusters Score -4582984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4582984.500000 Penalty: 5201.310547
	Iteration 114Q: 3 clusters Score -4582984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4582975.500000 Penalty: 5201.310547
	Iteration 115Q: 3 clusters Score -4582976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4582984.500000 Penalty: 5201.310547
	Iteration 116Q: 3 clusters Score -4582984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -4582994.000000 Penalty: 5201.310547
	Iteration 117Q: 3 clusters Score -4582994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4582996.500000 Penalty: 5201.310547
	Iteration 118Q: 3 clusters Score -4582996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4583001.000000 Penalty: 5201.310547
	Iteration 119Q: 3 clusters Score -4583001 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4583008.500000 Penalty: 5201.310547
	Iteration 120F: 3 clusters Score -4583008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4582995.500000 Penalty: 5201.310547
	Iteration 121Q: 3 clusters Score -4582996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4582987.500000 Penalty: 5201.310547
	Iteration 122Q: 3 clusters Score -4582988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4582980.500000 Penalty: 5201.310547
	Iteration 123Q: 3 clusters Score -4582980 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4582996.000000 Penalty: 5201.310547
	Iteration 124Q: 3 clusters Score -4582996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4583007.500000 Penalty: 5201.310547
	Iteration 125Q: 3 clusters Score -4583008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4583011.000000 Penalty: 5201.310547
	Iteration 126Q: 3 clusters Score -4583011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4583010.500000 Penalty: 5201.310547
	Iteration 127Q: 3 clusters Score -4583010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4583011.500000 Penalty: 5201.310547
	Iteration 128Q: 3 clusters Score -4583012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4583019.000000 Penalty: 5201.310547
	Iteration 129Q: 3 clusters Score -4583019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4583014.500000 Penalty: 5201.310547
	Iteration 130Q: 3 clusters Score -4583014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4583031.000000 Penalty: 5201.310547
	Iteration 131Q: 3 clusters Score -4583031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4583033.500000 Penalty: 5201.310547
	Iteration 132Q: 3 clusters Score -4583034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4583033.000000 Penalty: 5201.310547
	Iteration 133Q: 3 clusters Score -4583033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4583047.500000 Penalty: 5201.310547
	Iteration 134Q: 3 clusters Score -4583048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4583045.500000 Penalty: 5201.310547
	Iteration 135Q: 3 clusters Score -4583046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4583050.500000 Penalty: 5201.310547
	Iteration 136Q: 3 clusters Score -4583050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4583053.000000 Penalty: 5201.310547
	Iteration 137Q: 3 clusters Score -4583053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4583050.000000 Penalty: 5201.310547
	Iteration 138Q: 3 clusters Score -4583050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4583053.500000 Penalty: 5201.310547
	Iteration 139Q: 3 clusters Score -4583054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4583051.000000 Penalty: 5201.310547
	Iteration 140F: 3 clusters Score -4583051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4583043.500000 Penalty: 5201.310547
	Iteration 141Q: 3 clusters Score -4583044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4583042.000000 Penalty: 5201.310547
	Iteration 142Q: 3 clusters Score -4583042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4583041.500000 Penalty: 5201.310547
	Iteration 143Q: 3 clusters Score -4583042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4583043.500000 Penalty: 5201.310547
	Iteration 144Q: 3 clusters Score -4583044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4583067.000000 Penalty: 5201.310547
	Iteration 145Q: 3 clusters Score -4583067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4583056.500000 Penalty: 5201.310547
	Iteration 146Q: 3 clusters Score -4583056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4583060.000000 Penalty: 5201.310547
	Iteration 147Q: 3 clusters Score -4583060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4583057.500000 Penalty: 5201.310547
	Iteration 148Q: 3 clusters Score -4583058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4583065.000000 Penalty: 5201.310547
	Iteration 149Q: 3 clusters Score -4583065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4583062.500000 Penalty: 5201.310547
	Iteration 150Q: 3 clusters Score -4583062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4583061.500000 Penalty: 5201.310547
	Iteration 151Q: 3 clusters Score -4583062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4583056.500000 Penalty: 5201.310547
	Iteration 152Q: 3 clusters Score -4583056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4583061.500000 Penalty: 5201.310547
	Iteration 153Q: 3 clusters Score -4583062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4583060.500000 Penalty: 5201.310547
	Iteration 154Q: 3 clusters Score -4583060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4583060.500000 Penalty: 5201.310547
	Iteration 155F: 3 clusters Score -4583060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 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 156 members 
Entering Unmasked Estep 
Score: -28486.640625 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28486.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28706.162109 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28706.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28843.062500 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28843.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28923.275391 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28923.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29017.361328 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -29017.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29042.855469 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -29042.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29051.572266 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -29051.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29053.050781 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -29053.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29053.050781 Penalty: 2830.726807
	Iteration 8F: 3 clusters Score -29053.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -229135.750000 Penalty: 1875.802490
	Iteration 0F: 2 clusters Score -229135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226554.343750 Penalty: 3751.604980
	Iteration 0F: 3 clusters Score -226554.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -227056.421875 Penalty: 3751.604980
	Iteration 1F: 3 clusters Score -227056.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -227206.250000 Penalty: 3751.604980
	Iteration 2F: 3 clusters Score -227206.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -227267.390625 Penalty: 3751.604980
	Iteration 3Q: 3 clusters Score -227267.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -227299.203125 Penalty: 3751.604980
	Iteration 4Q: 3 clusters Score -227299.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -227327.562500 Penalty: 3751.604980
	Iteration 5Q: 3 clusters Score -227327.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -227339.468750 Penalty: 3751.604980
	Iteration 6Q: 3 clusters Score -227339.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -227343.734375 Penalty: 3751.604980
	Iteration 7Q: 3 clusters Score -227343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -227345.843750 Penalty: 3751.604980
	Iteration 8Q: 3 clusters Score -227345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -227347.046875 Penalty: 3751.604980
	Iteration 9Q: 3 clusters Score -227347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -227347.046875 Penalty: 3751.604980
	Iteration 10F: 3 clusters Score -227347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (201141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201141 members 
Entering Unmasked Estep 
Score: -25737500.000000 Penalty: 3028.516846
	Iteration 0F: 2 clusters Score -2.57375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -25606364.000000 Penalty: 6057.033691
	Iteration 0F: 3 clusters Score -2.560636e+07 nChanged 96910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -25662914.000000 Penalty: 6057.033691
	Iteration 1F: 3 clusters Score -2.566291e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -25664310.000000 Penalty: 6057.033691
	Iteration 2Q: 3 clusters Score -2.566431e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -25665974.000000 Penalty: 6057.033691
	Iteration 3Q: 3 clusters Score -2.566597e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106751 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -25668410.000000 Penalty: 6057.033691
	Iteration 4Q: 3 clusters Score -2.566841e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -25672436.000000 Penalty: 6057.033691
	Iteration 5Q: 3 clusters Score -2.567244e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -25677574.000000 Penalty: 6057.033691
	Iteration 6Q: 3 clusters Score -2.567757e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120079 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -25684456.000000 Penalty: 6057.033691
	Iteration 7F: 3 clusters Score -2.568446e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126550 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -25693220.000000 Penalty: 6057.033691
	Iteration 8F: 3 clusters Score -2.569322e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -25701908.000000 Penalty: 6057.033691
	Iteration 9F: 3 clusters Score -2.570191e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136964 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -25709360.000000 Penalty: 6057.033691
	Iteration 10F: 3 clusters Score -2.570936e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -25714166.000000 Penalty: 6057.033691
	Iteration 11Q: 3 clusters Score -2.571417e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142195 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -25716846.000000 Penalty: 6057.033691
	Iteration 12Q: 3 clusters Score -2.571685e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -25718156.000000 Penalty: 6057.033691
	Iteration 13Q: 3 clusters Score -2.571816e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146223 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -25718926.000000 Penalty: 6057.033691
	Iteration 14Q: 3 clusters Score -2.571893e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148319 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -25719520.000000 Penalty: 6057.033691
	Iteration 15Q: 3 clusters Score -2.571952e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -25720306.000000 Penalty: 6057.033691
	Iteration 16Q: 3 clusters Score -2.572031e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -25720932.000000 Penalty: 6057.033691
	Iteration 17Q: 3 clusters Score -2.572093e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -25721416.000000 Penalty: 6057.033691
	Iteration 18Q: 3 clusters Score -2.572142e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -25722220.000000 Penalty: 6057.033691
	Iteration 19Q: 3 clusters Score -2.572222e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -25722904.000000 Penalty: 6057.033691
	Iteration 20F: 3 clusters Score -2.57229e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -25723718.000000 Penalty: 6057.033691
	Iteration 21Q: 3 clusters Score -2.572372e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164814 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -25724526.000000 Penalty: 6057.033691
	Iteration 22Q: 3 clusters Score -2.572453e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -25725334.000000 Penalty: 6057.033691
	Iteration 23Q: 3 clusters Score -2.572533e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -25726060.000000 Penalty: 6057.033691
	Iteration 24Q: 3 clusters Score -2.572606e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -25726934.000000 Penalty: 6057.033691
	Iteration 25Q: 3 clusters Score -2.572693e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -25727776.000000 Penalty: 6057.033691
	Iteration 26Q: 3 clusters Score -2.572778e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -25728436.000000 Penalty: 6057.033691
	Iteration 27Q: 3 clusters Score -2.572844e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179605 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -25729144.000000 Penalty: 6057.033691
	Iteration 28Q: 3 clusters Score -2.572914e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181918 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -25729950.000000 Penalty: 6057.033691
	Iteration 29Q: 3 clusters Score -2.572995e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184075 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -25730610.000000 Penalty: 6057.033691
	Iteration 30Q: 3 clusters Score -2.573061e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186114 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -25731230.000000 Penalty: 6057.033691
	Iteration 31Q: 3 clusters Score -2.573123e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188030 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -25731856.000000 Penalty: 6057.033691
	Iteration 32Q: 3 clusters Score -2.573186e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189755 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -25732358.000000 Penalty: 6057.033691
	Iteration 33Q: 3 clusters Score -2.573236e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -25732654.000000 Penalty: 6057.033691
	Iteration 34Q: 3 clusters Score -2.573265e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192634 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -25732988.000000 Penalty: 6057.033691
	Iteration 35Q: 3 clusters Score -2.573299e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193682 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -25733328.000000 Penalty: 6057.033691
	Iteration 36Q: 3 clusters Score -2.573333e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194611 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -25733586.000000 Penalty: 6057.033691
	Iteration 37Q: 3 clusters Score -2.573359e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195409 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -25733688.000000 Penalty: 6057.033691
	Iteration 38Q: 3 clusters Score -2.573369e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196116 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25733954.000000 Penalty: 6057.033691
	Iteration 39Q: 3 clusters Score -2.573395e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196697 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -25734146.000000 Penalty: 6057.033691
	Iteration 40F: 3 clusters Score -2.573415e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -25734258.000000 Penalty: 6057.033691
	Iteration 41Q: 3 clusters Score -2.573426e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197606 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -25734426.000000 Penalty: 6057.033691
	Iteration 42Q: 3 clusters Score -2.573443e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197961 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -25734528.000000 Penalty: 6057.033691
	Iteration 43Q: 3 clusters Score -2.573453e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198245 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -25734614.000000 Penalty: 6057.033691
	Iteration 44Q: 3 clusters Score -2.573461e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198465 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -25734678.000000 Penalty: 6057.033691
	Iteration 45Q: 3 clusters Score -2.573468e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198655 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -25734756.000000 Penalty: 6057.033691
	Iteration 46Q: 3 clusters Score -2.573476e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198801 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -25734824.000000 Penalty: 6057.033691
	Iteration 47Q: 3 clusters Score -2.573482e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198934 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -25734852.000000 Penalty: 6057.033691
	Iteration 48Q: 3 clusters Score -2.573485e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199029 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -25734886.000000 Penalty: 6057.033691
	Iteration 49Q: 3 clusters Score -2.573489e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199108 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -25734940.000000 Penalty: 6057.033691
	Iteration 50Q: 3 clusters Score -2.573494e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199158 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -25734944.000000 Penalty: 6057.033691
	Iteration 51Q: 3 clusters Score -2.573494e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -25734950.000000 Penalty: 6057.033691
	Iteration 52Q: 3 clusters Score -2.573495e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199239 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -25734970.000000 Penalty: 6057.033691
	Iteration 53Q: 3 clusters Score -2.573497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199268 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -25734946.000000 Penalty: 6057.033691
	Iteration 54Q: 3 clusters Score -2.573495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199292 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -25734954.000000 Penalty: 6057.033691
	Iteration 55Q: 3 clusters Score -2.573495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199310 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -25734958.000000 Penalty: 6057.033691
	Iteration 56Q: 3 clusters Score -2.573496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199333 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -25734994.000000 Penalty: 6057.033691
	Iteration 57Q: 3 clusters Score -2.573499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199354 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -25734986.000000 Penalty: 6057.033691
	Iteration 58Q: 3 clusters Score -2.573499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199373 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -25735014.000000 Penalty: 6057.033691
	Iteration 59Q: 3 clusters Score -2.573501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199388 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -25735044.000000 Penalty: 6057.033691
	Iteration 60F: 3 clusters Score -2.573504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199401 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -25735044.000000 Penalty: 6057.033691
	Iteration 61Q: 3 clusters Score -2.573504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -25735056.000000 Penalty: 6057.033691
	Iteration 62Q: 3 clusters Score -2.573506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199425 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -25735070.000000 Penalty: 6057.033691
	Iteration 63Q: 3 clusters Score -2.573507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199442 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -25735056.000000 Penalty: 6057.033691
	Iteration 64Q: 3 clusters Score -2.573506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199451 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -25735072.000000 Penalty: 6057.033691
	Iteration 65Q: 3 clusters Score -2.573507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199461 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -25735062.000000 Penalty: 6057.033691
	Iteration 66Q: 3 clusters Score -2.573506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199473 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -25735080.000000 Penalty: 6057.033691
	Iteration 67Q: 3 clusters Score -2.573508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199487 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -25735054.000000 Penalty: 6057.033691
	Iteration 68Q: 3 clusters Score -2.573505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199502 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -25735054.000000 Penalty: 6057.033691
	Iteration 69Q: 3 clusters Score -2.573505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -25735038.000000 Penalty: 6057.033691
	Iteration 70Q: 3 clusters Score -2.573504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -25735054.000000 Penalty: 6057.033691
	Iteration 71Q: 3 clusters Score -2.573505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25735036.000000 Penalty: 6057.033691
	Iteration 72Q: 3 clusters Score -2.573504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199542 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -25735060.000000 Penalty: 6057.033691
	Iteration 73Q: 3 clusters Score -2.573506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -25735064.000000 Penalty: 6057.033691
	Iteration 74Q: 3 clusters Score -2.573506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -25735082.000000 Penalty: 6057.033691
	Iteration 75Q: 3 clusters Score -2.573508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199581 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -25735088.000000 Penalty: 6057.033691
	Iteration 76Q: 3 clusters Score -2.573509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -25735076.000000 Penalty: 6057.033691
	Iteration 77Q: 3 clusters Score -2.573508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199597 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -25735074.000000 Penalty: 6057.033691
	Iteration 78Q: 3 clusters Score -2.573507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199605 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25735094.000000 Penalty: 6057.033691
	Iteration 79Q: 3 clusters Score -2.573509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199607 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -25735082.000000 Penalty: 6057.033691
	Iteration 80F: 3 clusters Score -2.573508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199611 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -25735086.000000 Penalty: 6057.033691
	Iteration 81Q: 3 clusters Score -2.573509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199616 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -25735084.000000 Penalty: 6057.033691
	Iteration 82Q: 3 clusters Score -2.573508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199623 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25735084.000000 Penalty: 6057.033691
	Iteration 83Q: 3 clusters Score -2.573508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199626 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25735094.000000 Penalty: 6057.033691
	Iteration 84Q: 3 clusters Score -2.573509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199628 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25735092.000000 Penalty: 6057.033691
	Iteration 85Q: 3 clusters Score -2.573509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199629 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -25735090.000000 Penalty: 6057.033691
	Iteration 86Q: 3 clusters Score -2.573509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199628 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25735092.000000 Penalty: 6057.033691
	Iteration 87Q: 3 clusters Score -2.573509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199628 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25735092.000000 Penalty: 6057.033691
	Iteration 88F: 3 clusters Score -2.573509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58726.691406 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58726.69 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59034.742188 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59034.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59232.605469 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59232.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59341.667969 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -59341.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59456.269531 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -59456.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59652.273438 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -59652.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59839.570312 Penalty: 3153.489746
	Iteration 6F: 3 clusters Score -59839.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60101.503906 Penalty: 3153.489746
	Iteration 7F: 3 clusters Score -60101.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60260.042969 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -60260.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60404.128906 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -60404.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60428.250000 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -60428.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -60464.785156 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -60464.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60472.898438 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -60472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60482.929688 Penalty: 3153.489746
	Iteration 13F: 3 clusters Score -60482.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60604.851562 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -60604.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60720.550781 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -60720.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -60861.136719 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -60861.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61063.953125 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -61063.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61225.320312 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -61225.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -61238.136719 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -61238.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -61284.250000 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -61284.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61317.285156 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -61317.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61317.285156 Penalty: 3153.489746
	Iteration 22F: 3 clusters Score -61317.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35829 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 201141 members 
Mstep: Class 6 contains 148 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 54297 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 429 members 
Mstep: Class 14 contains 182904 members 
Mstep: Class 16 contains 65777 members 
Mstep: Class 18 contains 30985 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184978 members 
Mstep: Class 22 contains 241894 members 
Mstep: Class 23 contains 166057 members 
Entering Unmasked Estep 
Score: -149684784.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149685680.000000 to -149684784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61678.765625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61678.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61916.863281 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61916.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62039.093750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -62039.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62081.906250 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -62081.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62103.675781 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -62103.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62140.777344 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62140.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62171.253906 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62171.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62188.003906 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62204.617188 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62204.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62211.671875 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62211.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62214.097656 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62216.914062 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -62216.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62218.058594 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -62218.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62219.707031 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -62219.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62223.269531 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -62223.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62227.015625 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -62227.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62231.851562 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -62231.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62242.933594 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -62242.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62256.183594 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -62256.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62262.742188 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -62262.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62271.136719 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -62271.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62310.476562 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -62310.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62324.406250 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -62324.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62343.511719 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -62343.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62383.347656 Penalty: 3152.629395
	Iteration 24Q: 3 clusters Score -62383.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62422.093750 Penalty: 3152.629395
	Iteration 25Q: 3 clusters Score -62422.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62459.144531 Penalty: 3152.629395
	Iteration 26Q: 3 clusters Score -62459.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62498.312500 Penalty: 3152.629395
	Iteration 27Q: 3 clusters Score -62498.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62522.679688 Penalty: 3152.629395
	Iteration 28Q: 3 clusters Score -62522.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62574.707031 Penalty: 3152.629395
	Iteration 29Q: 3 clusters Score -62574.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62624.710938 Penalty: 3152.629395
	Iteration 30Q: 3 clusters Score -62624.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62634.058594 Penalty: 3152.629395
	Iteration 31Q: 3 clusters Score -62634.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62636.945312 Penalty: 3152.629395
	Iteration 32Q: 3 clusters Score -62636.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62636.945312 Penalty: 3152.629395
	Iteration 33F: 3 clusters Score -62636.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 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 193 members 
Entering Unmasked Estep 
Score: -38919.503906 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38919.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39053.882812 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39053.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39129.296875 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39141.304688 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39173.765625 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39173.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39219.500000 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39245.414062 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39245.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39281.261719 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39281.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39289.703125 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -39289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39294.640625 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -39294.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39299.058594 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -39299.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39304.992188 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -39304.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39304.992188 Penalty: 2942.393555
	Iteration 12F: 3 clusters Score -39304.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Entering Unmasked Estep 
Score: -1397809.375000 Penalty: 2302.007568
	Iteration 0F: 2 clusters Score -1397809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1389627.125000 Penalty: 4604.015137
	Iteration 0F: 3 clusters Score -1389627 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1392006.250000 Penalty: 4604.015137
	Iteration 1F: 3 clusters Score -1392006 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1392342.125000 Penalty: 4604.015137
	Iteration 2F: 3 clusters Score -1392342 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1392630.875000 Penalty: 4604.015137
	Iteration 3F: 3 clusters Score -1392631 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1392891.500000 Penalty: 4604.015137
	Iteration 4Q: 3 clusters Score -1392892 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1393208.375000 Penalty: 4604.015137
	Iteration 5Q: 3 clusters Score -1393208 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1393625.750000 Penalty: 4604.015137
	Iteration 6F: 3 clusters Score -1393626 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1394086.875000 Penalty: 4604.015137
	Iteration 7F: 3 clusters Score -1394087 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1394600.000000 Penalty: 4604.015137
	Iteration 8F: 3 clusters Score -1394600 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1395045.000000 Penalty: 4604.015137
	Iteration 9Q: 3 clusters Score -1395045 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1395345.125000 Penalty: 4604.015137
	Iteration 10Q: 3 clusters Score -1395345 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1395551.375000 Penalty: 4604.015137
	Iteration 11Q: 3 clusters Score -1395551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1395668.250000 Penalty: 4604.015137
	Iteration 12Q: 3 clusters Score -1395668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1395736.375000 Penalty: 4604.015137
	Iteration 13Q: 3 clusters Score -1395736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1395774.875000 Penalty: 4604.015137
	Iteration 14Q: 3 clusters Score -1395775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1395792.625000 Penalty: 4604.015137
	Iteration 15Q: 3 clusters Score -1395793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1395803.750000 Penalty: 4604.015137
	Iteration 16Q: 3 clusters Score -1395804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1395818.000000 Penalty: 4604.015137
	Iteration 17Q: 3 clusters Score -1395818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1395829.625000 Penalty: 4604.015137
	Iteration 18Q: 3 clusters Score -1395830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1395831.875000 Penalty: 4604.015137
	Iteration 19Q: 3 clusters Score -1395832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1395838.250000 Penalty: 4604.015137
	Iteration 20F: 3 clusters Score -1395838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1395840.125000 Penalty: 4604.015137
	Iteration 21Q: 3 clusters Score -1395840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1395844.750000 Penalty: 4604.015137
	Iteration 22Q: 3 clusters Score -1395845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1395852.625000 Penalty: 4604.015137
	Iteration 23Q: 3 clusters Score -1395853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1395855.250000 Penalty: 4604.015137
	Iteration 24Q: 3 clusters Score -1395855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1395862.250000 Penalty: 4604.015137
	Iteration 25Q: 3 clusters Score -1395862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1395865.750000 Penalty: 4604.015137
	Iteration 26Q: 3 clusters Score -1395866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1395865.750000 Penalty: 4604.015137
	Iteration 27Q: 3 clusters Score -1395866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1395865.500000 Penalty: 4604.015137
	Iteration 28Q: 3 clusters Score -1395866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1395871.250000 Penalty: 4604.015137
	Iteration 29Q: 3 clusters Score -1395871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1395872.000000 Penalty: 4604.015137
	Iteration 30Q: 3 clusters Score -1395872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1395872.875000 Penalty: 4604.015137
	Iteration 31Q: 3 clusters Score -1395873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1395873.750000 Penalty: 4604.015137
	Iteration 32Q: 3 clusters Score -1395874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1395872.875000 Penalty: 4604.015137
	Iteration 33Q: 3 clusters Score -1395873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1395874.250000 Penalty: 4604.015137
	Iteration 34Q: 3 clusters Score -1395874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1395876.500000 Penalty: 4604.015137
	Iteration 35Q: 3 clusters Score -1395876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1395876.375000 Penalty: 4604.015137
	Iteration 36Q: 3 clusters Score -1395876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1395876.375000 Penalty: 4604.015137
	Iteration 37F: 3 clusters Score -1395876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Entering Unmasked Estep 
Score: -6984022.000000 Penalty: 2703.751709
	Iteration 0F: 2 clusters Score -6984022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6947505.000000 Penalty: 5407.503418
	Iteration 0F: 3 clusters Score -6947505 nChanged 25119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -6961501.500000 Penalty: 5407.503418
	Iteration 1F: 3 clusters Score -6961502 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -6962074.500000 Penalty: 5407.503418
	Iteration 2Q: 3 clusters Score -6962074 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -6962708.000000 Penalty: 5407.503418
	Iteration 3Q: 3 clusters Score -6962708 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -6963458.500000 Penalty: 5407.503418
	Iteration 4Q: 3 clusters Score -6963458 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -6964680.000000 Penalty: 5407.503418
	Iteration 5Q: 3 clusters Score -6964680 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -6966593.500000 Penalty: 5407.503418
	Iteration 6F: 3 clusters Score -6966594 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -6969472.500000 Penalty: 5407.503418
	Iteration 7F: 3 clusters Score -6969472 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -6973049.500000 Penalty: 5407.503418
	Iteration 8F: 3 clusters Score -6973050 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -6976385.000000 Penalty: 5407.503418
	Iteration 9F: 3 clusters Score -6976385 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -6978938.000000 Penalty: 5407.503418
	Iteration 10Q: 3 clusters Score -6978938 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -6980189.000000 Penalty: 5407.503418
	Iteration 11Q: 3 clusters Score -6980189 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -6980694.000000 Penalty: 5407.503418
	Iteration 12Q: 3 clusters Score -6980694 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -6980929.000000 Penalty: 5407.503418
	Iteration 13Q: 3 clusters Score -6980929 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -6981091.000000 Penalty: 5407.503418
	Iteration 14Q: 3 clusters Score -6981091 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -6981204.000000 Penalty: 5407.503418
	Iteration 15Q: 3 clusters Score -6981204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6981289.000000 Penalty: 5407.503418
	Iteration 16Q: 3 clusters Score -6981289 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6981348.500000 Penalty: 5407.503418
	Iteration 17Q: 3 clusters Score -6981348 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -6981404.000000 Penalty: 5407.503418
	Iteration 18Q: 3 clusters Score -6981404 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6981452.500000 Penalty: 5407.503418
	Iteration 19Q: 3 clusters Score -6981452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -6981483.500000 Penalty: 5407.503418
	Iteration 20F: 3 clusters Score -6981484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -6981532.500000 Penalty: 5407.503418
	Iteration 21Q: 3 clusters Score -6981532 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6981566.000000 Penalty: 5407.503418
	Iteration 22Q: 3 clusters Score -6981566 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6981593.000000 Penalty: 5407.503418
	Iteration 23Q: 3 clusters Score -6981593 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6981626.000000 Penalty: 5407.503418
	Iteration 24Q: 3 clusters Score -6981626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6981637.500000 Penalty: 5407.503418
	Iteration 25Q: 3 clusters Score -6981638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6981665.500000 Penalty: 5407.503418
	Iteration 26Q: 3 clusters Score -6981666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6981688.000000 Penalty: 5407.503418
	Iteration 27Q: 3 clusters Score -6981688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6981710.000000 Penalty: 5407.503418
	Iteration 28Q: 3 clusters Score -6981710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -6981736.500000 Penalty: 5407.503418
	Iteration 29Q: 3 clusters Score -6981736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6981756.000000 Penalty: 5407.503418
	Iteration 30Q: 3 clusters Score -6981756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6981772.500000 Penalty: 5407.503418
	Iteration 31Q: 3 clusters Score -6981772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6981774.500000 Penalty: 5407.503418
	Iteration 32Q: 3 clusters Score -6981774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6981809.500000 Penalty: 5407.503418
	Iteration 33Q: 3 clusters Score -6981810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6981826.500000 Penalty: 5407.503418
	Iteration 34Q: 3 clusters Score -6981826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6981826.500000 Penalty: 5407.503418
	Iteration 35Q: 3 clusters Score -6981826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6981854.500000 Penalty: 5407.503418
	Iteration 36Q: 3 clusters Score -6981854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6981883.500000 Penalty: 5407.503418
	Iteration 37Q: 3 clusters Score -6981884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6981898.500000 Penalty: 5407.503418
	Iteration 38Q: 3 clusters Score -6981898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6981922.500000 Penalty: 5407.503418
	Iteration 39Q: 3 clusters Score -6981922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6981918.000000 Penalty: 5407.503418
	Iteration 40F: 3 clusters Score -6981918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6981927.500000 Penalty: 5407.503418
	Iteration 41Q: 3 clusters Score -6981928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6981941.000000 Penalty: 5407.503418
	Iteration 42Q: 3 clusters Score -6981941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6981946.500000 Penalty: 5407.503418
	Iteration 43Q: 3 clusters Score -6981946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6981955.000000 Penalty: 5407.503418
	Iteration 44Q: 3 clusters Score -6981955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6981960.500000 Penalty: 5407.503418
	Iteration 45Q: 3 clusters Score -6981960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6981960.000000 Penalty: 5407.503418
	Iteration 46Q: 3 clusters Score -6981960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6981952.500000 Penalty: 5407.503418
	Iteration 47Q: 3 clusters Score -6981952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6981965.000000 Penalty: 5407.503418
	Iteration 48Q: 3 clusters Score -6981965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6981971.500000 Penalty: 5407.503418
	Iteration 49Q: 3 clusters Score -6981972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6981983.500000 Penalty: 5407.503418
	Iteration 50Q: 3 clusters Score -6981984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6981978.500000 Penalty: 5407.503418
	Iteration 51Q: 3 clusters Score -6981978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6981982.500000 Penalty: 5407.503418
	Iteration 52Q: 3 clusters Score -6981982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6981989.000000 Penalty: 5407.503418
	Iteration 53Q: 3 clusters Score -6981989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6981990.500000 Penalty: 5407.503418
	Iteration 54Q: 3 clusters Score -6981990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6981991.000000 Penalty: 5407.503418
	Iteration 55Q: 3 clusters Score -6981991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6981991.500000 Penalty: 5407.503418
	Iteration 56Q: 3 clusters Score -6981992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6981991.000000 Penalty: 5407.503418
	Iteration 57Q: 3 clusters Score -6981991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6981998.500000 Penalty: 5407.503418
	Iteration 58Q: 3 clusters Score -6981998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6982009.000000 Penalty: 5407.503418
	Iteration 59Q: 3 clusters Score -6982009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6982014.500000 Penalty: 5407.503418
	Iteration 60F: 3 clusters Score -6982014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6982007.500000 Penalty: 5407.503418
	Iteration 61Q: 3 clusters Score -6982008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6982010.000000 Penalty: 5407.503418
	Iteration 62Q: 3 clusters Score -6982010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6982010.000000 Penalty: 5407.503418
	Iteration 63F: 3 clusters Score -6982010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -695037.250000 Penalty: 2144.018066
	Iteration 0F: 2 clusters Score -695037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -690062.250000 Penalty: 4288.036133
	Iteration 0F: 3 clusters Score -690062.2 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -691254.375000 Penalty: 4288.036133
	Iteration 1F: 3 clusters Score -691254.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -691551.812500 Penalty: 4288.036133
	Iteration 2F: 3 clusters Score -691551.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -691783.625000 Penalty: 4288.036133
	Iteration 3F: 3 clusters Score -691783.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -692007.687500 Penalty: 4288.036133
	Iteration 4F: 3 clusters Score -692007.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -692197.937500 Penalty: 4288.036133
	Iteration 5Q: 3 clusters Score -692197.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -692359.000000 Penalty: 4288.036133
	Iteration 6Q: 3 clusters Score -692359 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -692516.062500 Penalty: 4288.036133
	Iteration 7Q: 3 clusters Score -692516.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -692668.062500 Penalty: 4288.036133
	Iteration 8Q: 3 clusters Score -692668.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -692805.000000 Penalty: 4288.036133
	Iteration 9Q: 3 clusters Score -692805 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -692920.437500 Penalty: 4288.036133
	Iteration 10Q: 3 clusters Score -692920.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -693037.312500 Penalty: 4288.036133
	Iteration 11Q: 3 clusters Score -693037.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -693159.312500 Penalty: 4288.036133
	Iteration 12Q: 3 clusters Score -693159.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -693268.937500 Penalty: 4288.036133
	Iteration 13Q: 3 clusters Score -693268.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -693350.250000 Penalty: 4288.036133
	Iteration 14Q: 3 clusters Score -693350.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -693400.687500 Penalty: 4288.036133
	Iteration 15Q: 3 clusters Score -693400.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -693440.937500 Penalty: 4288.036133
	Iteration 16Q: 3 clusters Score -693440.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -693469.187500 Penalty: 4288.036133
	Iteration 17Q: 3 clusters Score -693469.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -693488.812500 Penalty: 4288.036133
	Iteration 18Q: 3 clusters Score -693488.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -693502.937500 Penalty: 4288.036133
	Iteration 19Q: 3 clusters Score -693502.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -693515.187500 Penalty: 4288.036133
	Iteration 20F: 3 clusters Score -693515.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -693528.500000 Penalty: 4288.036133
	Iteration 21Q: 3 clusters Score -693528.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -693542.812500 Penalty: 4288.036133
	Iteration 22Q: 3 clusters Score -693542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -693550.625000 Penalty: 4288.036133
	Iteration 23Q: 3 clusters Score -693550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -693558.187500 Penalty: 4288.036133
	Iteration 24Q: 3 clusters Score -693558.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -693570.625000 Penalty: 4288.036133
	Iteration 25Q: 3 clusters Score -693570.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -693587.625000 Penalty: 4288.036133
	Iteration 26Q: 3 clusters Score -693587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -693602.812500 Penalty: 4288.036133
	Iteration 27Q: 3 clusters Score -693602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -693616.375000 Penalty: 4288.036133
	Iteration 28Q: 3 clusters Score -693616.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -693632.062500 Penalty: 4288.036133
	Iteration 29Q: 3 clusters Score -693632.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -693640.250000 Penalty: 4288.036133
	Iteration 30Q: 3 clusters Score -693640.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -693647.937500 Penalty: 4288.036133
	Iteration 31Q: 3 clusters Score -693647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -693657.000000 Penalty: 4288.036133
	Iteration 32Q: 3 clusters Score -693657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -693664.000000 Penalty: 4288.036133
	Iteration 33Q: 3 clusters Score -693664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -693667.562500 Penalty: 4288.036133
	Iteration 34Q: 3 clusters Score -693667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -693668.437500 Penalty: 4288.036133
	Iteration 35Q: 3 clusters Score -693668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -693668.875000 Penalty: 4288.036133
	Iteration 36Q: 3 clusters Score -693668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -693669.000000 Penalty: 4288.036133
	Iteration 37Q: 3 clusters Score -693669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -693669.562500 Penalty: 4288.036133
	Iteration 38Q: 3 clusters Score -693669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -693669.562500 Penalty: 4288.036133
	Iteration 39F: 3 clusters Score -693669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -541117.187500 Penalty: 2076.583984
	Iteration 0F: 2 clusters Score -541117.2 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 2122 members 
Entering Unmasked Estep 
Score: -536993.500000 Penalty: 4153.167969
	Iteration 0F: 3 clusters Score -536993.5 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -537924.062500 Penalty: 4153.167969
	Iteration 1F: 3 clusters Score -537924.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -538106.000000 Penalty: 4153.167969
	Iteration 2F: 3 clusters Score -538106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -538231.937500 Penalty: 4153.167969
	Iteration 3Q: 3 clusters Score -538231.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -538330.000000 Penalty: 4153.167969
	Iteration 4Q: 3 clusters Score -538330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -538396.062500 Penalty: 4153.167969
	Iteration 5Q: 3 clusters Score -538396.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -538455.937500 Penalty: 4153.167969
	Iteration 6Q: 3 clusters Score -538455.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -538502.125000 Penalty: 4153.167969
	Iteration 7Q: 3 clusters Score -538502.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -538554.000000 Penalty: 4153.167969
	Iteration 8Q: 3 clusters Score -538554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -538584.937500 Penalty: 4153.167969
	Iteration 9Q: 3 clusters Score -538584.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -538616.500000 Penalty: 4153.167969
	Iteration 10Q: 3 clusters Score -538616.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -538649.437500 Penalty: 4153.167969
	Iteration 11Q: 3 clusters Score -538649.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -538683.062500 Penalty: 4153.167969
	Iteration 12Q: 3 clusters Score -538683.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -538721.875000 Penalty: 4153.167969
	Iteration 13Q: 3 clusters Score -538721.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -538749.187500 Penalty: 4153.167969
	Iteration 14Q: 3 clusters Score -538749.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -538771.187500 Penalty: 4153.167969
	Iteration 15Q: 3 clusters Score -538771.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -538796.250000 Penalty: 4153.167969
	Iteration 16Q: 3 clusters Score -538796.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -538825.187500 Penalty: 4153.167969
	Iteration 17Q: 3 clusters Score -538825.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -538849.875000 Penalty: 4153.167969
	Iteration 18Q: 3 clusters Score -538849.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -538873.687500 Penalty: 4153.167969
	Iteration 19Q: 3 clusters Score -538873.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -538897.812500 Penalty: 4153.167969
	Iteration 20F: 3 clusters Score -538897.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -538920.500000 Penalty: 4153.167969
	Iteration 21Q: 3 clusters Score -538920.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -538947.250000 Penalty: 4153.167969
	Iteration 22Q: 3 clusters Score -538947.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -538970.562500 Penalty: 4153.167969
	Iteration 23Q: 3 clusters Score -538970.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -538987.437500 Penalty: 4153.167969
	Iteration 24Q: 3 clusters Score -538987.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -539004.125000 Penalty: 4153.167969
	Iteration 25Q: 3 clusters Score -539004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -539015.812500 Penalty: 4153.167969
	Iteration 26Q: 3 clusters Score -539015.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -539026.125000 Penalty: 4153.167969
	Iteration 27Q: 3 clusters Score -539026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -539034.812500 Penalty: 4153.167969
	Iteration 28Q: 3 clusters Score -539034.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -539048.000000 Penalty: 4153.167969
	Iteration 29Q: 3 clusters Score -539048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -539067.062500 Penalty: 4153.167969
	Iteration 30Q: 3 clusters Score -539067.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -539084.000000 Penalty: 4153.167969
	Iteration 31Q: 3 clusters Score -539084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -539095.312500 Penalty: 4153.167969
	Iteration 32Q: 3 clusters Score -539095.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -539104.625000 Penalty: 4153.167969
	Iteration 33Q: 3 clusters Score -539104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -539118.250000 Penalty: 4153.167969
	Iteration 34Q: 3 clusters Score -539118.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -539132.312500 Penalty: 4153.167969
	Iteration 35Q: 3 clusters Score -539132.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -539142.250000 Penalty: 4153.167969
	Iteration 36Q: 3 clusters Score -539142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -539156.500000 Penalty: 4153.167969
	Iteration 37Q: 3 clusters Score -539156.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -539168.562500 Penalty: 4153.167969
	Iteration 38Q: 3 clusters Score -539168.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -539180.375000 Penalty: 4153.167969
	Iteration 39Q: 3 clusters Score -539180.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -539189.750000 Penalty: 4153.167969
	Iteration 40F: 3 clusters Score -539189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -539200.125000 Penalty: 4153.167969
	Iteration 41Q: 3 clusters Score -539200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -539207.062500 Penalty: 4153.167969
	Iteration 42Q: 3 clusters Score -539207.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -539213.562500 Penalty: 4153.167969
	Iteration 43Q: 3 clusters Score -539213.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -539222.750000 Penalty: 4153.167969
	Iteration 44Q: 3 clusters Score -539222.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -539230.562500 Penalty: 4153.167969
	Iteration 45Q: 3 clusters Score -539230.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -539238.500000 Penalty: 4153.167969
	Iteration 46Q: 3 clusters Score -539238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -539245.562500 Penalty: 4153.167969
	Iteration 47Q: 3 clusters Score -539245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -539251.000000 Penalty: 4153.167969
	Iteration 48Q: 3 clusters Score -539251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -539255.687500 Penalty: 4153.167969
	Iteration 49Q: 3 clusters Score -539255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -539259.000000 Penalty: 4153.167969
	Iteration 50Q: 3 clusters Score -539259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -539264.687500 Penalty: 4153.167969
	Iteration 51Q: 3 clusters Score -539264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -539270.000000 Penalty: 4153.167969
	Iteration 52Q: 3 clusters Score -539270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -539275.812500 Penalty: 4153.167969
	Iteration 53Q: 3 clusters Score -539275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -539276.812500 Penalty: 4153.167969
	Iteration 54Q: 3 clusters Score -539276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -539282.812500 Penalty: 4153.167969
	Iteration 55Q: 3 clusters Score -539282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -539287.562500 Penalty: 4153.167969
	Iteration 56Q: 3 clusters Score -539287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -539289.687500 Penalty: 4153.167969
	Iteration 57Q: 3 clusters Score -539289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -539292.187500 Penalty: 4153.167969
	Iteration 58Q: 3 clusters Score -539292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -539295.312500 Penalty: 4153.167969
	Iteration 59Q: 3 clusters Score -539295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -539297.562500 Penalty: 4153.167969
	Iteration 60F: 3 clusters Score -539297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -539299.750000 Penalty: 4153.167969
	Iteration 61Q: 3 clusters Score -539299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -539301.562500 Penalty: 4153.167969
	Iteration 62Q: 3 clusters Score -539301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -539303.312500 Penalty: 4153.167969
	Iteration 63Q: 3 clusters Score -539303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -539302.625000 Penalty: 4153.167969
	Iteration 64Q: 3 clusters Score -539302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -539302.625000 Penalty: 4153.167969
	Iteration 65F: 3 clusters Score -539302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182904 members 
Entering Unmasked Estep 
Score: -23469148.000000 Penalty: 3004.945557
	Iteration 0F: 2 clusters Score -2.346915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -23349808.000000 Penalty: 6009.891113
	Iteration 0F: 3 clusters Score -2.334981e+07 nChanged 88135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -23401716.000000 Penalty: 6009.891113
	Iteration 1F: 3 clusters Score -2.340172e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -23403578.000000 Penalty: 6009.891113
	Iteration 2Q: 3 clusters Score -2.340358e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -23406730.000000 Penalty: 6009.891113
	Iteration 3Q: 3 clusters Score -2.340673e+07 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -23411562.000000 Penalty: 6009.891113
	Iteration 4F: 3 clusters Score -2.341156e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112369 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -23419608.000000 Penalty: 6009.891113
	Iteration 5F: 3 clusters Score -2.341961e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121751 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -23430972.000000 Penalty: 6009.891113
	Iteration 6F: 3 clusters Score -2.343097e+07 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130644 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -23442880.000000 Penalty: 6009.891113
	Iteration 7F: 3 clusters Score -2.344288e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136949 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -23451494.000000 Penalty: 6009.891113
	Iteration 8F: 3 clusters Score -2.345149e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141176 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -23455232.000000 Penalty: 6009.891113
	Iteration 9Q: 3 clusters Score -2.345523e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -23457110.000000 Penalty: 6009.891113
	Iteration 10Q: 3 clusters Score -2.345711e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147735 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -23458478.000000 Penalty: 6009.891113
	Iteration 11Q: 3 clusters Score -2.345848e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -23459654.000000 Penalty: 6009.891113
	Iteration 12Q: 3 clusters Score -2.345965e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -23460792.000000 Penalty: 6009.891113
	Iteration 13Q: 3 clusters Score -2.346079e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -23461878.000000 Penalty: 6009.891113
	Iteration 14Q: 3 clusters Score -2.346188e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158458 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -23462816.000000 Penalty: 6009.891113
	Iteration 15Q: 3 clusters Score -2.346282e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -23463768.000000 Penalty: 6009.891113
	Iteration 16Q: 3 clusters Score -2.346377e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -23464388.000000 Penalty: 6009.891113
	Iteration 17Q: 3 clusters Score -2.346439e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164799 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -23465072.000000 Penalty: 6009.891113
	Iteration 18Q: 3 clusters Score -2.346507e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -23465626.000000 Penalty: 6009.891113
	Iteration 19Q: 3 clusters Score -2.346563e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -23466082.000000 Penalty: 6009.891113
	Iteration 20F: 3 clusters Score -2.346608e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169758 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -23466322.000000 Penalty: 6009.891113
	Iteration 21Q: 3 clusters Score -2.346632e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171044 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -23466598.000000 Penalty: 6009.891113
	Iteration 22Q: 3 clusters Score -2.34666e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172213 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -23466718.000000 Penalty: 6009.891113
	Iteration 23Q: 3 clusters Score -2.346672e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -23466978.000000 Penalty: 6009.891113
	Iteration 24Q: 3 clusters Score -2.346698e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -23467192.000000 Penalty: 6009.891113
	Iteration 25Q: 3 clusters Score -2.346719e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175055 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -23467298.000000 Penalty: 6009.891113
	Iteration 26Q: 3 clusters Score -2.34673e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175787 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -23467374.000000 Penalty: 6009.891113
	Iteration 27Q: 3 clusters Score -2.346737e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -23467490.000000 Penalty: 6009.891113
	Iteration 28Q: 3 clusters Score -2.346749e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177009 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -23467550.000000 Penalty: 6009.891113
	Iteration 29Q: 3 clusters Score -2.346755e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -23467638.000000 Penalty: 6009.891113
	Iteration 30Q: 3 clusters Score -2.346764e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -23467718.000000 Penalty: 6009.891113
	Iteration 31Q: 3 clusters Score -2.346772e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -23467724.000000 Penalty: 6009.891113
	Iteration 32Q: 3 clusters Score -2.346772e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -23467714.000000 Penalty: 6009.891113
	Iteration 33Q: 3 clusters Score -2.346771e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178740 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -23467760.000000 Penalty: 6009.891113
	Iteration 34Q: 3 clusters Score -2.346776e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178957 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -23467750.000000 Penalty: 6009.891113
	Iteration 35Q: 3 clusters Score -2.346775e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179145 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -23467822.000000 Penalty: 6009.891113
	Iteration 36Q: 3 clusters Score -2.346782e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179296 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -23467812.000000 Penalty: 6009.891113
	Iteration 37Q: 3 clusters Score -2.346781e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179416 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -23467788.000000 Penalty: 6009.891113
	Iteration 38Q: 3 clusters Score -2.346779e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179532 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -23467766.000000 Penalty: 6009.891113
	Iteration 39Q: 3 clusters Score -2.346777e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179640 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -23467746.000000 Penalty: 6009.891113
	Iteration 40F: 3 clusters Score -2.346775e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179715 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -23467736.000000 Penalty: 6009.891113
	Iteration 41Q: 3 clusters Score -2.346774e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 42Q: 3 clusters Score -2.346773e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179868 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -23467742.000000 Penalty: 6009.891113
	Iteration 43Q: 3 clusters Score -2.346774e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -23467706.000000 Penalty: 6009.891113
	Iteration 44Q: 3 clusters Score -2.346771e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179996 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -23467710.000000 Penalty: 6009.891113
	Iteration 45Q: 3 clusters Score -2.346771e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23467676.000000 Penalty: 6009.891113
	Iteration 46Q: 3 clusters Score -2.346768e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180110 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -23467726.000000 Penalty: 6009.891113
	Iteration 47Q: 3 clusters Score -2.346773e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180154 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -23467696.000000 Penalty: 6009.891113
	Iteration 48Q: 3 clusters Score -2.34677e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -23467674.000000 Penalty: 6009.891113
	Iteration 49Q: 3 clusters Score -2.346767e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23467680.000000 Penalty: 6009.891113
	Iteration 50Q: 3 clusters Score -2.346768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180280 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23467706.000000 Penalty: 6009.891113
	Iteration 51Q: 3 clusters Score -2.346771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -23467742.000000 Penalty: 6009.891113
	Iteration 52Q: 3 clusters Score -2.346774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180349 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -23467748.000000 Penalty: 6009.891113
	Iteration 53Q: 3 clusters Score -2.346775e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180373 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -23467754.000000 Penalty: 6009.891113
	Iteration 54Q: 3 clusters Score -2.346775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -23467730.000000 Penalty: 6009.891113
	Iteration 55Q: 3 clusters Score -2.346773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -23467716.000000 Penalty: 6009.891113
	Iteration 56Q: 3 clusters Score -2.346772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180404 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -23467746.000000 Penalty: 6009.891113
	Iteration 57Q: 3 clusters Score -2.346775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180418 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -23467744.000000 Penalty: 6009.891113
	Iteration 58Q: 3 clusters Score -2.346774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 59Q: 3 clusters Score -2.346773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180452 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -23467748.000000 Penalty: 6009.891113
	Iteration 60F: 3 clusters Score -2.346775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180465 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -23467728.000000 Penalty: 6009.891113
	Iteration 61Q: 3 clusters Score -2.346773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180483 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -23467724.000000 Penalty: 6009.891113
	Iteration 62Q: 3 clusters Score -2.346772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180492 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -23467722.000000 Penalty: 6009.891113
	Iteration 63Q: 3 clusters Score -2.346772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -23467722.000000 Penalty: 6009.891113
	Iteration 64Q: 3 clusters Score -2.346772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180517 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -23467750.000000 Penalty: 6009.891113
	Iteration 65Q: 3 clusters Score -2.346775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -23467746.000000 Penalty: 6009.891113
	Iteration 66Q: 3 clusters Score -2.346775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180538 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -23467736.000000 Penalty: 6009.891113
	Iteration 67Q: 3 clusters Score -2.346774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180553 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 68Q: 3 clusters Score -2.346773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180563 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -23467726.000000 Penalty: 6009.891113
	Iteration 69Q: 3 clusters Score -2.346773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -23467722.000000 Penalty: 6009.891113
	Iteration 70Q: 3 clusters Score -2.346772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180584 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -23467718.000000 Penalty: 6009.891113
	Iteration 71Q: 3 clusters Score -2.346772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180597 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -23467742.000000 Penalty: 6009.891113
	Iteration 72Q: 3 clusters Score -2.346774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -23467730.000000 Penalty: 6009.891113
	Iteration 73Q: 3 clusters Score -2.346773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180624 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -23467730.000000 Penalty: 6009.891113
	Iteration 74Q: 3 clusters Score -2.346773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180633 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 75Q: 3 clusters Score -2.346773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -23467742.000000 Penalty: 6009.891113
	Iteration 76Q: 3 clusters Score -2.346774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180646 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -23467744.000000 Penalty: 6009.891113
	Iteration 77Q: 3 clusters Score -2.346774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180656 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -23467756.000000 Penalty: 6009.891113
	Iteration 78Q: 3 clusters Score -2.346776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180666 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 79Q: 3 clusters Score -2.346773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23467740.000000 Penalty: 6009.891113
	Iteration 80F: 3 clusters Score -2.346774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180672 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -23467734.000000 Penalty: 6009.891113
	Iteration 81Q: 3 clusters Score -2.346773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180673 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -23467736.000000 Penalty: 6009.891113
	Iteration 82Q: 3 clusters Score -2.346774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180674 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -23467744.000000 Penalty: 6009.891113
	Iteration 83Q: 3 clusters Score -2.346774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180676 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23467734.000000 Penalty: 6009.891113
	Iteration 84Q: 3 clusters Score -2.346773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23467738.000000 Penalty: 6009.891113
	Iteration 85Q: 3 clusters Score -2.346774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180681 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 86Q: 3 clusters Score -2.346773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180684 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -23467726.000000 Penalty: 6009.891113
	Iteration 87Q: 3 clusters Score -2.346773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -23467726.000000 Penalty: 6009.891113
	Iteration 88Q: 3 clusters Score -2.346773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180692 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -23467736.000000 Penalty: 6009.891113
	Iteration 89Q: 3 clusters Score -2.346774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180693 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -23467736.000000 Penalty: 6009.891113
	Iteration 90Q: 3 clusters Score -2.346774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -23467740.000000 Penalty: 6009.891113
	Iteration 91Q: 3 clusters Score -2.346774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -23467722.000000 Penalty: 6009.891113
	Iteration 92Q: 3 clusters Score -2.346772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180699 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -23467724.000000 Penalty: 6009.891113
	Iteration 93Q: 3 clusters Score -2.346772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23467718.000000 Penalty: 6009.891113
	Iteration 94Q: 3 clusters Score -2.346772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -23467744.000000 Penalty: 6009.891113
	Iteration 95Q: 3 clusters Score -2.346774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180705 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -23467736.000000 Penalty: 6009.891113
	Iteration 96Q: 3 clusters Score -2.346774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23467734.000000 Penalty: 6009.891113
	Iteration 97Q: 3 clusters Score -2.346773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -23467718.000000 Penalty: 6009.891113
	Iteration 98Q: 3 clusters Score -2.346772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180716 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -23467722.000000 Penalty: 6009.891113
	Iteration 99Q: 3 clusters Score -2.346772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180721 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -23467724.000000 Penalty: 6009.891113
	Iteration 100F: 3 clusters Score -2.346772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180724 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -23467714.000000 Penalty: 6009.891113
	Iteration 101Q: 3 clusters Score -2.346771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180727 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -23467728.000000 Penalty: 6009.891113
	Iteration 102Q: 3 clusters Score -2.346773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180730 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -23467702.000000 Penalty: 6009.891113
	Iteration 103Q: 3 clusters Score -2.34677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180731 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -23467720.000000 Penalty: 6009.891113
	Iteration 104Q: 3 clusters Score -2.346772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180734 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23467716.000000 Penalty: 6009.891113
	Iteration 105Q: 3 clusters Score -2.346772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180738 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -23467716.000000 Penalty: 6009.891113
	Iteration 106Q: 3 clusters Score -2.346772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180739 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -23467724.000000 Penalty: 6009.891113
	Iteration 107Q: 3 clusters Score -2.346772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180741 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -23467732.000000 Penalty: 6009.891113
	Iteration 108Q: 3 clusters Score -2.346773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180742 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -23467728.000000 Penalty: 6009.891113
	Iteration 109Q: 3 clusters Score -2.346773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180743 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -23467714.000000 Penalty: 6009.891113
	Iteration 110Q: 3 clusters Score -2.346771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180743 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -23467724.000000 Penalty: 6009.891113
	Iteration 111Q: 3 clusters Score -2.346772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23467730.000000 Penalty: 6009.891113
	Iteration 112Q: 3 clusters Score -2.346773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23467730.000000 Penalty: 6009.891113
	Iteration 113F: 3 clusters Score -2.346773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Entering Unmasked Estep 
Score: -8204487.500000 Penalty: 2751.318359
	Iteration 0F: 2 clusters Score -8204488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -8160273.500000 Penalty: 5502.636719
	Iteration 0F: 3 clusters Score -8160274 nChanged 30592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -8177780.500000 Penalty: 5502.636719
	Iteration 1F: 3 clusters Score -8177780 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8178683.500000 Penalty: 5502.636719
	Iteration 2Q: 3 clusters Score -8178684 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -8180056.500000 Penalty: 5502.636719
	Iteration 3Q: 3 clusters Score -8180056 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8182361.500000 Penalty: 5502.636719
	Iteration 4F: 3 clusters Score -8182362 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -8185968.000000 Penalty: 5502.636719
	Iteration 5F: 3 clusters Score -8185968 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -8190996.500000 Penalty: 5502.636719
	Iteration 6F: 3 clusters Score -8190996 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -8196245.000000 Penalty: 5502.636719
	Iteration 7F: 3 clusters Score -8196245 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -8199717.500000 Penalty: 5502.636719
	Iteration 8F: 3 clusters Score -8199718 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -8201277.000000 Penalty: 5502.636719
	Iteration 9Q: 3 clusters Score -8201277 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -8201762.500000 Penalty: 5502.636719
	Iteration 10Q: 3 clusters Score -8201762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -8201921.500000 Penalty: 5502.636719
	Iteration 11Q: 3 clusters Score -8201922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -8202005.000000 Penalty: 5502.636719
	Iteration 12Q: 3 clusters Score -8202005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -8202056.500000 Penalty: 5502.636719
	Iteration 13Q: 3 clusters Score -8202056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -8202090.500000 Penalty: 5502.636719
	Iteration 14Q: 3 clusters Score -8202090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -8202107.000000 Penalty: 5502.636719
	Iteration 15Q: 3 clusters Score -8202107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -8202106.500000 Penalty: 5502.636719
	Iteration 16Q: 3 clusters Score -8202106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -8202113.000000 Penalty: 5502.636719
	Iteration 17Q: 3 clusters Score -8202113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -8202113.500000 Penalty: 5502.636719
	Iteration 18Q: 3 clusters Score -8202114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -8202119.500000 Penalty: 5502.636719
	Iteration 19Q: 3 clusters Score -8202120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -8202128.000000 Penalty: 5502.636719
	Iteration 20F: 3 clusters Score -8202128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -8202125.500000 Penalty: 5502.636719
	Iteration 21Q: 3 clusters Score -8202126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -8202128.500000 Penalty: 5502.636719
	Iteration 22Q: 3 clusters Score -8202128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -8202128.500000 Penalty: 5502.636719
	Iteration 23F: 3 clusters Score -8202128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Entering Unmasked Estep 
Score: -4027329.250000 Penalty: 2564.632080
	Iteration 0F: 2 clusters Score -4027329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4006126.000000 Penalty: 5129.264160
	Iteration 0F: 3 clusters Score -4006126 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4013563.500000 Penalty: 5129.264160
	Iteration 1F: 3 clusters Score -4013564 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4014034.500000 Penalty: 5129.264160
	Iteration 2Q: 3 clusters Score -4014034 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4014377.750000 Penalty: 5129.264160
	Iteration 3Q: 3 clusters Score -4014378 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4014677.500000 Penalty: 5129.264160
	Iteration 4Q: 3 clusters Score -4014678 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4014967.500000 Penalty: 5129.264160
	Iteration 5Q: 3 clusters Score -4014968 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -4015288.750000 Penalty: 5129.264160
	Iteration 6Q: 3 clusters Score -4015289 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4015754.250000 Penalty: 5129.264160
	Iteration 7Q: 3 clusters Score -4015754 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4016357.750000 Penalty: 5129.264160
	Iteration 8Q: 3 clusters Score -4016358 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4017126.750000 Penalty: 5129.264160
	Iteration 9Q: 3 clusters Score -4017127 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4018153.750000 Penalty: 5129.264160
	Iteration 10Q: 3 clusters Score -4018154 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -4019410.500000 Penalty: 5129.264160
	Iteration 11F: 3 clusters Score -4019410 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4020617.000000 Penalty: 5129.264160
	Iteration 12Q: 3 clusters Score -4020617 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4021599.750000 Penalty: 5129.264160
	Iteration 13Q: 3 clusters Score -4021600 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4022316.750000 Penalty: 5129.264160
	Iteration 14Q: 3 clusters Score -4022317 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4022825.500000 Penalty: 5129.264160
	Iteration 15Q: 3 clusters Score -4022826 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4023166.500000 Penalty: 5129.264160
	Iteration 16Q: 3 clusters Score -4023166 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4023420.750000 Penalty: 5129.264160
	Iteration 17Q: 3 clusters Score -4023421 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4023658.000000 Penalty: 5129.264160
	Iteration 18Q: 3 clusters Score -4023658 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4023873.250000 Penalty: 5129.264160
	Iteration 19Q: 3 clusters Score -4023873 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4024055.750000 Penalty: 5129.264160
	Iteration 20F: 3 clusters Score -4024056 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4024238.500000 Penalty: 5129.264160
	Iteration 21Q: 3 clusters Score -4024238 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4024388.500000 Penalty: 5129.264160
	Iteration 22Q: 3 clusters Score -4024388 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4024495.000000 Penalty: 5129.264160
	Iteration 23Q: 3 clusters Score -4024495 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4024579.000000 Penalty: 5129.264160
	Iteration 24Q: 3 clusters Score -4024579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4024682.500000 Penalty: 5129.264160
	Iteration 25Q: 3 clusters Score -4024682 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4024770.250000 Penalty: 5129.264160
	Iteration 26Q: 3 clusters Score -4024770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4024840.000000 Penalty: 5129.264160
	Iteration 27Q: 3 clusters Score -4024840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4024892.000000 Penalty: 5129.264160
	Iteration 28Q: 3 clusters Score -4024892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4024944.000000 Penalty: 5129.264160
	Iteration 29Q: 3 clusters Score -4024944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4024981.500000 Penalty: 5129.264160
	Iteration 30Q: 3 clusters Score -4024982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4025007.500000 Penalty: 5129.264160
	Iteration 31Q: 3 clusters Score -4025008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4025026.250000 Penalty: 5129.264160
	Iteration 32Q: 3 clusters Score -4025026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4025057.500000 Penalty: 5129.264160
	Iteration 33Q: 3 clusters Score -4025058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4025072.250000 Penalty: 5129.264160
	Iteration 34Q: 3 clusters Score -4025072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4025084.750000 Penalty: 5129.264160
	Iteration 35Q: 3 clusters Score -4025085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4025092.500000 Penalty: 5129.264160
	Iteration 36Q: 3 clusters Score -4025092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4025096.000000 Penalty: 5129.264160
	Iteration 37Q: 3 clusters Score -4025096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4025110.000000 Penalty: 5129.264160
	Iteration 38Q: 3 clusters Score -4025110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4025115.250000 Penalty: 5129.264160
	Iteration 39Q: 3 clusters Score -4025115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4025117.750000 Penalty: 5129.264160
	Iteration 40F: 3 clusters Score -4025118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4025119.500000 Penalty: 5129.264160
	Iteration 41Q: 3 clusters Score -4025120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4025116.000000 Penalty: 5129.264160
	Iteration 42Q: 3 clusters Score -4025116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4025117.000000 Penalty: 5129.264160
	Iteration 43Q: 3 clusters Score -4025117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4025126.250000 Penalty: 5129.264160
	Iteration 44Q: 3 clusters Score -4025126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4025133.000000 Penalty: 5129.264160
	Iteration 45Q: 3 clusters Score -4025133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4025141.750000 Penalty: 5129.264160
	Iteration 46Q: 3 clusters Score -4025142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4025149.000000 Penalty: 5129.264160
	Iteration 47Q: 3 clusters Score -4025149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4025154.000000 Penalty: 5129.264160
	Iteration 48Q: 3 clusters Score -4025154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4025156.500000 Penalty: 5129.264160
	Iteration 49Q: 3 clusters Score -4025156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4025158.250000 Penalty: 5129.264160
	Iteration 50Q: 3 clusters Score -4025158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4025161.000000 Penalty: 5129.264160
	Iteration 51Q: 3 clusters Score -4025161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4025163.500000 Penalty: 5129.264160
	Iteration 52Q: 3 clusters Score -4025164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4025172.750000 Penalty: 5129.264160
	Iteration 53Q: 3 clusters Score -4025173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4025181.500000 Penalty: 5129.264160
	Iteration 54Q: 3 clusters Score -4025182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4025183.250000 Penalty: 5129.264160
	Iteration 55Q: 3 clusters Score -4025183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4025186.750000 Penalty: 5129.264160
	Iteration 56Q: 3 clusters Score -4025187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4025186.750000 Penalty: 5129.264160
	Iteration 57Q: 3 clusters Score -4025187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4025188.500000 Penalty: 5129.264160
	Iteration 58Q: 3 clusters Score -4025188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4025187.750000 Penalty: 5129.264160
	Iteration 59Q: 3 clusters Score -4025188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4025188.250000 Penalty: 5129.264160
	Iteration 60F: 3 clusters Score -4025188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4025192.000000 Penalty: 5129.264160
	Iteration 61Q: 3 clusters Score -4025192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4025195.000000 Penalty: 5129.264160
	Iteration 62Q: 3 clusters Score -4025195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4025195.000000 Penalty: 5129.264160
	Iteration 63F: 3 clusters Score -4025195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77201.093750 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -77201.09 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 358 members 
Entering Unmasked Estep 
Score: -75567.367188 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -75567.37 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75816.843750 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -75816.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75883.179688 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -75883.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75911.898438 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -75911.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75956.304688 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -75956.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76038.570312 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -76038.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76224.671875 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -76224.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76343.460938 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -76343.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76472.906250 Penalty: 3231.297607
	Iteration 8Q: 3 clusters Score -76472.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76617.304688 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -76617.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76726.187500 Penalty: 3231.297607
	Iteration 10Q: 3 clusters Score -76726.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76789.367188 Penalty: 3231.297607
	Iteration 11Q: 3 clusters Score -76789.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76830.296875 Penalty: 3231.297607
	Iteration 12Q: 3 clusters Score -76830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -76852.078125 Penalty: 3231.297607
	Iteration 13Q: 3 clusters Score -76852.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76860.781250 Penalty: 3231.297607
	Iteration 14Q: 3 clusters Score -76860.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -76863.632812 Penalty: 3231.297607
	Iteration 15Q: 3 clusters Score -76863.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -76871.890625 Penalty: 3231.297607
	Iteration 16Q: 3 clusters Score -76871.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -76875.117188 Penalty: 3231.297607
	Iteration 17Q: 3 clusters Score -76875.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -76882.906250 Penalty: 3231.297607
	Iteration 18F: 3 clusters Score -76882.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -76956.601562 Penalty: 3231.297607
	Iteration 19Q: 3 clusters Score -76956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -76976.804688 Penalty: 3231.297607
	Iteration 20F: 3 clusters Score -76976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -76980.539062 Penalty: 3231.297607
	Iteration 21Q: 3 clusters Score -76980.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -76984.617188 Penalty: 3231.297607
	Iteration 22Q: 3 clusters Score -76984.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -76998.539062 Penalty: 3231.297607
	Iteration 23Q: 3 clusters Score -76998.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77011.710938 Penalty: 3231.297607
	Iteration 24Q: 3 clusters Score -77011.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77022.125000 Penalty: 3231.297607
	Iteration 25Q: 3 clusters Score -77022.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77025.890625 Penalty: 3231.297607
	Iteration 26Q: 3 clusters Score -77025.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77029.453125 Penalty: 3231.297607
	Iteration 27Q: 3 clusters Score -77029.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77029.453125 Penalty: 3231.297607
	Iteration 28F: 3 clusters Score -77029.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (184978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Entering Unmasked Estep 
Score: -23758428.000000 Penalty: 3007.742188
	Iteration 0F: 2 clusters Score -2.375843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -23638420.000000 Penalty: 6015.484375
	Iteration 0F: 3 clusters Score -2.363842e+07 nChanged 89077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 95384 members 
Entering Unmasked Estep 
Score: -23690754.000000 Penalty: 6015.484375
	Iteration 1F: 3 clusters Score -2.369075e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -23692120.000000 Penalty: 6015.484375
	Iteration 2Q: 3 clusters Score -2.369212e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -23693966.000000 Penalty: 6015.484375
	Iteration 3Q: 3 clusters Score -2.369397e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -23696912.000000 Penalty: 6015.484375
	Iteration 4Q: 3 clusters Score -2.369691e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -23701214.000000 Penalty: 6015.484375
	Iteration 5Q: 3 clusters Score -2.370121e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -23706910.000000 Penalty: 6015.484375
	Iteration 6F: 3 clusters Score -2.370691e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -23714094.000000 Penalty: 6015.484375
	Iteration 7F: 3 clusters Score -2.371409e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 125230 members 
Entering Unmasked Estep 
Score: -23722000.000000 Penalty: 6015.484375
	Iteration 8F: 3 clusters Score -2.3722e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -23729160.000000 Penalty: 6015.484375
	Iteration 9F: 3 clusters Score -2.372916e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 136995 members 
Entering Unmasked Estep 
Score: -23734556.000000 Penalty: 6015.484375
	Iteration 10Q: 3 clusters Score -2.373456e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 141457 members 
Entering Unmasked Estep 
Score: -23737950.000000 Penalty: 6015.484375
	Iteration 11Q: 3 clusters Score -2.373795e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 145491 members 
Entering Unmasked Estep 
Score: -23740254.000000 Penalty: 6015.484375
	Iteration 12Q: 3 clusters Score -2.374025e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -23742214.000000 Penalty: 6015.484375
	Iteration 13Q: 3 clusters Score -2.374221e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -23743828.000000 Penalty: 6015.484375
	Iteration 14Q: 3 clusters Score -2.374383e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -23745516.000000 Penalty: 6015.484375
	Iteration 15Q: 3 clusters Score -2.374552e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -23747314.000000 Penalty: 6015.484375
	Iteration 16Q: 3 clusters Score -2.374731e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -23748838.000000 Penalty: 6015.484375
	Iteration 17Q: 3 clusters Score -2.374884e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -23750360.000000 Penalty: 6015.484375
	Iteration 18Q: 3 clusters Score -2.375036e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 169822 members 
Entering Unmasked Estep 
Score: -23751546.000000 Penalty: 6015.484375
	Iteration 19Q: 3 clusters Score -2.375155e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 172307 members 
Entering Unmasked Estep 
Score: -23752482.000000 Penalty: 6015.484375
	Iteration 20F: 3 clusters Score -2.375248e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -23753432.000000 Penalty: 6015.484375
	Iteration 21Q: 3 clusters Score -2.375343e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 176152 members 
Entering Unmasked Estep 
Score: -23754078.000000 Penalty: 6015.484375
	Iteration 22Q: 3 clusters Score -2.375408e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -23754682.000000 Penalty: 6015.484375
	Iteration 23Q: 3 clusters Score -2.375468e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 178900 members 
Entering Unmasked Estep 
Score: -23755174.000000 Penalty: 6015.484375
	Iteration 24Q: 3 clusters Score -2.375517e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 179923 members 
Entering Unmasked Estep 
Score: -23755542.000000 Penalty: 6015.484375
	Iteration 25Q: 3 clusters Score -2.375554e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 180720 members 
Entering Unmasked Estep 
Score: -23755708.000000 Penalty: 6015.484375
	Iteration 26Q: 3 clusters Score -2.375571e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -23755718.000000 Penalty: 6015.484375
	Iteration 27Q: 3 clusters Score -2.375572e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 181739 members 
Entering Unmasked Estep 
Score: -23755882.000000 Penalty: 6015.484375
	Iteration 28Q: 3 clusters Score -2.375588e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 182100 members 
Entering Unmasked Estep 
Score: -23755954.000000 Penalty: 6015.484375
	Iteration 29Q: 3 clusters Score -2.375595e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 182387 members 
Entering Unmasked Estep 
Score: -23755992.000000 Penalty: 6015.484375
	Iteration 30Q: 3 clusters Score -2.375599e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 182596 members 
Entering Unmasked Estep 
Score: -23756026.000000 Penalty: 6015.484375
	Iteration 31Q: 3 clusters Score -2.375603e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 182762 members 
Entering Unmasked Estep 
Score: -23756024.000000 Penalty: 6015.484375
	Iteration 32Q: 3 clusters Score -2.375602e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 182872 members 
Entering Unmasked Estep 
Score: -23756076.000000 Penalty: 6015.484375
	Iteration 33Q: 3 clusters Score -2.375608e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 182983 members 
Entering Unmasked Estep 
Score: -23756078.000000 Penalty: 6015.484375
	Iteration 34Q: 3 clusters Score -2.375608e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 183080 members 
Entering Unmasked Estep 
Score: -23756108.000000 Penalty: 6015.484375
	Iteration 35Q: 3 clusters Score -2.375611e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 183170 members 
Entering Unmasked Estep 
Score: -23756124.000000 Penalty: 6015.484375
	Iteration 36Q: 3 clusters Score -2.375612e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 183256 members 
Entering Unmasked Estep 
Score: -23756144.000000 Penalty: 6015.484375
	Iteration 37Q: 3 clusters Score -2.375614e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 183339 members 
Entering Unmasked Estep 
Score: -23756140.000000 Penalty: 6015.484375
	Iteration 38Q: 3 clusters Score -2.375614e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -23756180.000000 Penalty: 6015.484375
	Iteration 39Q: 3 clusters Score -2.375618e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 183467 members 
Entering Unmasked Estep 
Score: -23756162.000000 Penalty: 6015.484375
	Iteration 40F: 3 clusters Score -2.375616e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 183523 members 
Entering Unmasked Estep 
Score: -23756222.000000 Penalty: 6015.484375
	Iteration 41Q: 3 clusters Score -2.375622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 183564 members 
Entering Unmasked Estep 
Score: -23756204.000000 Penalty: 6015.484375
	Iteration 42Q: 3 clusters Score -2.37562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 183589 members 
Entering Unmasked Estep 
Score: -23756188.000000 Penalty: 6015.484375
	Iteration 43Q: 3 clusters Score -2.375619e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -23756192.000000 Penalty: 6015.484375
	Iteration 44Q: 3 clusters Score -2.375619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 183636 members 
Entering Unmasked Estep 
Score: -23756222.000000 Penalty: 6015.484375
	Iteration 45Q: 3 clusters Score -2.375622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 183653 members 
Entering Unmasked Estep 
Score: -23756236.000000 Penalty: 6015.484375
	Iteration 46Q: 3 clusters Score -2.375624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -23756244.000000 Penalty: 6015.484375
	Iteration 47Q: 3 clusters Score -2.375624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 183686 members 
Entering Unmasked Estep 
Score: -23756252.000000 Penalty: 6015.484375
	Iteration 48Q: 3 clusters Score -2.375625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6015.484375
	Iteration 49Q: 3 clusters Score -2.375626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 183706 members 
Entering Unmasked Estep 
Score: -23756246.000000 Penalty: 6015.484375
	Iteration 50Q: 3 clusters Score -2.375625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 183715 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6015.484375
	Iteration 51Q: 3 clusters Score -2.375626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 183725 members 
Entering Unmasked Estep 
Score: -23756280.000000 Penalty: 6015.484375
	Iteration 52Q: 3 clusters Score -2.375628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 183728 members 
Entering Unmasked Estep 
Score: -23756274.000000 Penalty: 6015.484375
	Iteration 53Q: 3 clusters Score -2.375627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 183738 members 
Entering Unmasked Estep 
Score: -23756274.000000 Penalty: 6015.484375
	Iteration 54Q: 3 clusters Score -2.375627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 183744 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6015.484375
	Iteration 55Q: 3 clusters Score -2.375626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 183751 members 
Entering Unmasked Estep 
Score: -23756254.000000 Penalty: 6015.484375
	Iteration 56Q: 3 clusters Score -2.375625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 183756 members 
Entering Unmasked Estep 
Score: -23756246.000000 Penalty: 6015.484375
	Iteration 57Q: 3 clusters Score -2.375625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 183761 members 
Entering Unmasked Estep 
Score: -23756230.000000 Penalty: 6015.484375
	Iteration 58Q: 3 clusters Score -2.375623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 183762 members 
Entering Unmasked Estep 
Score: -23756242.000000 Penalty: 6015.484375
	Iteration 59Q: 3 clusters Score -2.375624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -23756258.000000 Penalty: 6015.484375
	Iteration 60F: 3 clusters Score -2.375626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 183773 members 
Entering Unmasked Estep 
Score: -23756250.000000 Penalty: 6015.484375
	Iteration 61Q: 3 clusters Score -2.375625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 183775 members 
Entering Unmasked Estep 
Score: -23756256.000000 Penalty: 6015.484375
	Iteration 62Q: 3 clusters Score -2.375626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 183775 members 
Entering Unmasked Estep 
Score: -23756262.000000 Penalty: 6015.484375
	Iteration 63Q: 3 clusters Score -2.375626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 183779 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6015.484375
	Iteration 64Q: 3 clusters Score -2.375626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 183788 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6015.484375
	Iteration 65Q: 3 clusters Score -2.375626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 183794 members 
Entering Unmasked Estep 
Score: -23756260.000000 Penalty: 6015.484375
	Iteration 66Q: 3 clusters Score -2.375626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 183794 members 
Entering Unmasked Estep 
Score: -23756258.000000 Penalty: 6015.484375
	Iteration 67Q: 3 clusters Score -2.375626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 183798 members 
Entering Unmasked Estep 
Score: -23756266.000000 Penalty: 6015.484375
	Iteration 68Q: 3 clusters Score -2.375627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 183802 members 
Entering Unmasked Estep 
Score: -23756272.000000 Penalty: 6015.484375
	Iteration 69Q: 3 clusters Score -2.375627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 183812 members 
Entering Unmasked Estep 
Score: -23756282.000000 Penalty: 6015.484375
	Iteration 70Q: 3 clusters Score -2.375628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 183821 members 
Entering Unmasked Estep 
Score: -23756282.000000 Penalty: 6015.484375
	Iteration 71Q: 3 clusters Score -2.375628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 183828 members 
Entering Unmasked Estep 
Score: -23756268.000000 Penalty: 6015.484375
	Iteration 72Q: 3 clusters Score -2.375627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 183835 members 
Entering Unmasked Estep 
Score: -23756272.000000 Penalty: 6015.484375
	Iteration 73Q: 3 clusters Score -2.375627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 183840 members 
Entering Unmasked Estep 
Score: -23756276.000000 Penalty: 6015.484375
	Iteration 74Q: 3 clusters Score -2.375628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 183845 members 
Entering Unmasked Estep 
Score: -23756270.000000 Penalty: 6015.484375
	Iteration 75Q: 3 clusters Score -2.375627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 183849 members 
Entering Unmasked Estep 
Score: -23756272.000000 Penalty: 6015.484375
	Iteration 76Q: 3 clusters Score -2.375627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 183852 members 
Entering Unmasked Estep 
Score: -23756264.000000 Penalty: 6015.484375
	Iteration 77Q: 3 clusters Score -2.375626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 183853 members 
Entering Unmasked Estep 
Score: -23756268.000000 Penalty: 6015.484375
	Iteration 78Q: 3 clusters Score -2.375627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 183854 members 
Entering Unmasked Estep 
Score: -23756274.000000 Penalty: 6015.484375
	Iteration 79Q: 3 clusters Score -2.375627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -23756282.000000 Penalty: 6015.484375
	Iteration 80F: 3 clusters Score -2.375628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 183856 members 
Entering Unmasked Estep 
Score: -23756278.000000 Penalty: 6015.484375
	Iteration 81Q: 3 clusters Score -2.375628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -23756284.000000 Penalty: 6015.484375
	Iteration 82Q: 3 clusters Score -2.375628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -23756284.000000 Penalty: 6015.484375
	Iteration 83F: 3 clusters Score -2.375628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (241894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241894 members 
Entering Unmasked Estep 
Score: -30932036.000000 Penalty: 3074.271240
	Iteration 0F: 2 clusters Score -3.093204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121112 members 
Mstep: Class 2 contains 120782 members 
Entering Unmasked Estep 
Score: -30788078.000000 Penalty: 6148.542480
	Iteration 0F: 3 clusters Score -3.078808e+07 nChanged 116689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124295 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
Score: -30856902.000000 Penalty: 6148.542480
	Iteration 1F: 3 clusters Score -3.08569e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125764 members 
Mstep: Class 2 contains 116130 members 
Entering Unmasked Estep 
Score: -30858090.000000 Penalty: 6148.542480
	Iteration 2Q: 3 clusters Score -3.085809e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -30859922.000000 Penalty: 6148.542480
	Iteration 3Q: 3 clusters Score -3.085992e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131107 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -30862750.000000 Penalty: 6148.542480
	Iteration 4Q: 3 clusters Score -3.086275e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135682 members 
Mstep: Class 2 contains 106212 members 
Entering Unmasked Estep 
Score: -30867046.000000 Penalty: 6148.542480
	Iteration 5Q: 3 clusters Score -3.086705e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 99938 members 
Entering Unmasked Estep 
Score: -30874478.000000 Penalty: 6148.542480
	Iteration 6Q: 3 clusters Score -3.087448e+07 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149245 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -30884894.000000 Penalty: 6148.542480
	Iteration 7F: 3 clusters Score -3.088489e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -30896606.000000 Penalty: 6148.542480
	Iteration 8F: 3 clusters Score -3.089661e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -30907032.000000 Penalty: 6148.542480
	Iteration 9F: 3 clusters Score -3.090703e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -30912786.000000 Penalty: 6148.542480
	Iteration 10Q: 3 clusters Score -3.091279e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -30915770.000000 Penalty: 6148.542480
	Iteration 11Q: 3 clusters Score -3.091577e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -30917140.000000 Penalty: 6148.542480
	Iteration 12Q: 3 clusters Score -3.091714e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -30917932.000000 Penalty: 6148.542480
	Iteration 13Q: 3 clusters Score -3.091793e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -30918614.000000 Penalty: 6148.542480
	Iteration 14Q: 3 clusters Score -3.091861e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174780 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -30919248.000000 Penalty: 6148.542480
	Iteration 15Q: 3 clusters Score -3.091925e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176446 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -30919916.000000 Penalty: 6148.542480
	Iteration 16Q: 3 clusters Score -3.091992e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -30920526.000000 Penalty: 6148.542480
	Iteration 17Q: 3 clusters Score -3.092053e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179229 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -30921034.000000 Penalty: 6148.542480
	Iteration 18Q: 3 clusters Score -3.092103e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180401 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -30921586.000000 Penalty: 6148.542480
	Iteration 19Q: 3 clusters Score -3.092159e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181512 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -30922040.000000 Penalty: 6148.542480
	Iteration 20F: 3 clusters Score -3.092204e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182595 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -30922498.000000 Penalty: 6148.542480
	Iteration 21Q: 3 clusters Score -3.09225e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183604 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -30922770.000000 Penalty: 6148.542480
	Iteration 22Q: 3 clusters Score -3.092277e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184555 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -30923200.000000 Penalty: 6148.542480
	Iteration 23Q: 3 clusters Score -3.09232e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185484 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -30923484.000000 Penalty: 6148.542480
	Iteration 24Q: 3 clusters Score -3.092348e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186407 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -30923680.000000 Penalty: 6148.542480
	Iteration 25Q: 3 clusters Score -3.092368e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187335 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -30923954.000000 Penalty: 6148.542480
	Iteration 26Q: 3 clusters Score -3.092395e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188280 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -30924298.000000 Penalty: 6148.542480
	Iteration 27Q: 3 clusters Score -3.09243e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189248 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -30924524.000000 Penalty: 6148.542480
	Iteration 28Q: 3 clusters Score -3.092452e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190190 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -30924776.000000 Penalty: 6148.542480
	Iteration 29Q: 3 clusters Score -3.092478e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -30924820.000000 Penalty: 6148.542480
	Iteration 30Q: 3 clusters Score -3.092482e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192225 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -30924954.000000 Penalty: 6148.542480
	Iteration 31Q: 3 clusters Score -3.092495e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193342 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -30925034.000000 Penalty: 6148.542480
	Iteration 32Q: 3 clusters Score -3.092503e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194461 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -30924988.000000 Penalty: 6148.542480
	Iteration 33Q: 3 clusters Score -3.092499e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195564 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -30925064.000000 Penalty: 6148.542480
	Iteration 34Q: 3 clusters Score -3.092506e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196671 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -30925268.000000 Penalty: 6148.542480
	Iteration 35Q: 3 clusters Score -3.092527e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197854 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -30925332.000000 Penalty: 6148.542480
	Iteration 36Q: 3 clusters Score -3.092533e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199069 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -30925348.000000 Penalty: 6148.542480
	Iteration 37Q: 3 clusters Score -3.092535e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200264 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -30925432.000000 Penalty: 6148.542480
	Iteration 38Q: 3 clusters Score -3.092543e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201432 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -30925514.000000 Penalty: 6148.542480
	Iteration 39Q: 3 clusters Score -3.092551e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202581 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -30925486.000000 Penalty: 6148.542480
	Iteration 40F: 3 clusters Score -3.092549e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203699 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -30925348.000000 Penalty: 6148.542480
	Iteration 41Q: 3 clusters Score -3.092535e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204777 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -30925320.000000 Penalty: 6148.542480
	Iteration 42Q: 3 clusters Score -3.092532e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205904 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -30925298.000000 Penalty: 6148.542480
	Iteration 43Q: 3 clusters Score -3.09253e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207097 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -30925496.000000 Penalty: 6148.542480
	Iteration 44Q: 3 clusters Score -3.09255e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208288 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -30925554.000000 Penalty: 6148.542480
	Iteration 45Q: 3 clusters Score -3.092555e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209475 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -30925628.000000 Penalty: 6148.542480
	Iteration 46Q: 3 clusters Score -3.092563e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210742 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -30925552.000000 Penalty: 6148.542480
	Iteration 47Q: 3 clusters Score -3.092555e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212052 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -30925630.000000 Penalty: 6148.542480
	Iteration 48Q: 3 clusters Score -3.092563e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213387 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -30925542.000000 Penalty: 6148.542480
	Iteration 49Q: 3 clusters Score -3.092554e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214762 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -30925618.000000 Penalty: 6148.542480
	Iteration 50Q: 3 clusters Score -3.092562e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216099 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -30925770.000000 Penalty: 6148.542480
	Iteration 51Q: 3 clusters Score -3.092577e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217532 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -30925980.000000 Penalty: 6148.542480
	Iteration 52Q: 3 clusters Score -3.092598e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218916 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -30926124.000000 Penalty: 6148.542480
	Iteration 53Q: 3 clusters Score -3.092612e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220332 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -30926248.000000 Penalty: 6148.542480
	Iteration 54Q: 3 clusters Score -3.092625e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221753 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -30926402.000000 Penalty: 6148.542480
	Iteration 55Q: 3 clusters Score -3.09264e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223167 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -30926570.000000 Penalty: 6148.542480
	Iteration 56Q: 3 clusters Score -3.092657e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224488 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -30926616.000000 Penalty: 6148.542480
	Iteration 57Q: 3 clusters Score -3.092662e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225741 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -30926834.000000 Penalty: 6148.542480
	Iteration 58Q: 3 clusters Score -3.092683e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -30926948.000000 Penalty: 6148.542480
	Iteration 59Q: 3 clusters Score -3.092695e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228083 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -30927120.000000 Penalty: 6148.542480
	Iteration 60F: 3 clusters Score -3.092712e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229135 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -30927362.000000 Penalty: 6148.542480
	Iteration 61Q: 3 clusters Score -3.092736e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230119 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -30927558.000000 Penalty: 6148.542480
	Iteration 62Q: 3 clusters Score -3.092756e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231027 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -30927812.000000 Penalty: 6148.542480
	Iteration 63Q: 3 clusters Score -3.092781e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231878 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -30927990.000000 Penalty: 6148.542480
	Iteration 64Q: 3 clusters Score -3.092799e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232665 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -30928148.000000 Penalty: 6148.542480
	Iteration 65Q: 3 clusters Score -3.092815e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233400 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -30928124.000000 Penalty: 6148.542480
	Iteration 66Q: 3 clusters Score -3.092812e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234049 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -30928270.000000 Penalty: 6148.542480
	Iteration 67Q: 3 clusters Score -3.092827e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234619 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -30928352.000000 Penalty: 6148.542480
	Iteration 68Q: 3 clusters Score -3.092835e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235119 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -30928528.000000 Penalty: 6148.542480
	Iteration 69Q: 3 clusters Score -3.092853e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235566 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -30928610.000000 Penalty: 6148.542480
	Iteration 70Q: 3 clusters Score -3.092861e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235953 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -30928688.000000 Penalty: 6148.542480
	Iteration 71Q: 3 clusters Score -3.092869e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236305 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -30928710.000000 Penalty: 6148.542480
	Iteration 72Q: 3 clusters Score -3.092871e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236618 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -30928790.000000 Penalty: 6148.542480
	Iteration 73Q: 3 clusters Score -3.092879e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236895 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -30928840.000000 Penalty: 6148.542480
	Iteration 74Q: 3 clusters Score -3.092884e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237137 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -30928918.000000 Penalty: 6148.542480
	Iteration 75Q: 3 clusters Score -3.092892e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237374 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -30928996.000000 Penalty: 6148.542480
	Iteration 76Q: 3 clusters Score -3.0929e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237554 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -30929038.000000 Penalty: 6148.542480
	Iteration 77Q: 3 clusters Score -3.092904e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237695 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -30929098.000000 Penalty: 6148.542480
	Iteration 78Q: 3 clusters Score -3.09291e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237806 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -30929078.000000 Penalty: 6148.542480
	Iteration 79Q: 3 clusters Score -3.092908e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237924 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -30929114.000000 Penalty: 6148.542480
	Iteration 80F: 3 clusters Score -3.092911e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238022 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -30929152.000000 Penalty: 6148.542480
	Iteration 81Q: 3 clusters Score -3.092915e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238123 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -30929224.000000 Penalty: 6148.542480
	Iteration 82Q: 3 clusters Score -3.092922e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238224 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -30929298.000000 Penalty: 6148.542480
	Iteration 83Q: 3 clusters Score -3.09293e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238328 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -30929332.000000 Penalty: 6148.542480
	Iteration 84Q: 3 clusters Score -3.092933e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238410 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -30929344.000000 Penalty: 6148.542480
	Iteration 85Q: 3 clusters Score -3.092934e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238486 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -30929366.000000 Penalty: 6148.542480
	Iteration 86Q: 3 clusters Score -3.092937e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238558 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -30929376.000000 Penalty: 6148.542480
	Iteration 87Q: 3 clusters Score -3.092938e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238628 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -30929422.000000 Penalty: 6148.542480
	Iteration 88Q: 3 clusters Score -3.092942e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238690 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -30929396.000000 Penalty: 6148.542480
	Iteration 89Q: 3 clusters Score -3.09294e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238738 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -30929372.000000 Penalty: 6148.542480
	Iteration 90Q: 3 clusters Score -3.092937e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238768 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -30929368.000000 Penalty: 6148.542480
	Iteration 91Q: 3 clusters Score -3.092937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238806 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -30929390.000000 Penalty: 6148.542480
	Iteration 92Q: 3 clusters Score -3.092939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238839 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -30929384.000000 Penalty: 6148.542480
	Iteration 93Q: 3 clusters Score -3.092938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238871 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -30929412.000000 Penalty: 6148.542480
	Iteration 94Q: 3 clusters Score -3.092941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238900 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -30929402.000000 Penalty: 6148.542480
	Iteration 95Q: 3 clusters Score -3.09294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238930 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -30929440.000000 Penalty: 6148.542480
	Iteration 96Q: 3 clusters Score -3.092944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238955 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -30929472.000000 Penalty: 6148.542480
	Iteration 97Q: 3 clusters Score -3.092947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238988 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -30929470.000000 Penalty: 6148.542480
	Iteration 98Q: 3 clusters Score -3.092947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239010 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -30929478.000000 Penalty: 6148.542480
	Iteration 99Q: 3 clusters Score -3.092948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239024 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -30929470.000000 Penalty: 6148.542480
	Iteration 100F: 3 clusters Score -3.092947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239047 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -30929474.000000 Penalty: 6148.542480
	Iteration 101Q: 3 clusters Score -3.092947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239057 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -30929492.000000 Penalty: 6148.542480
	Iteration 102Q: 3 clusters Score -3.092949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239080 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -30929488.000000 Penalty: 6148.542480
	Iteration 103Q: 3 clusters Score -3.092949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239107 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -30929496.000000 Penalty: 6148.542480
	Iteration 104Q: 3 clusters Score -3.09295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239140 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -30929542.000000 Penalty: 6148.542480
	Iteration 105Q: 3 clusters Score -3.092954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239159 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -30929548.000000 Penalty: 6148.542480
	Iteration 106Q: 3 clusters Score -3.092955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239176 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -30929530.000000 Penalty: 6148.542480
	Iteration 107Q: 3 clusters Score -3.092953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239191 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -30929536.000000 Penalty: 6148.542480
	Iteration 108Q: 3 clusters Score -3.092954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239206 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -30929538.000000 Penalty: 6148.542480
	Iteration 109Q: 3 clusters Score -3.092954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239214 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -30929540.000000 Penalty: 6148.542480
	Iteration 110Q: 3 clusters Score -3.092954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239221 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -30929548.000000 Penalty: 6148.542480
	Iteration 111Q: 3 clusters Score -3.092955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239226 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -30929560.000000 Penalty: 6148.542480
	Iteration 112Q: 3 clusters Score -3.092956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239228 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -30929556.000000 Penalty: 6148.542480
	Iteration 113Q: 3 clusters Score -3.092956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239230 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -30929556.000000 Penalty: 6148.542480
	Iteration 114Q: 3 clusters Score -3.092956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239230 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -30929556.000000 Penalty: 6148.542480
	Iteration 115F: 3 clusters Score -3.092956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (166057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Entering Unmasked Estep 
Score: -21344532.000000 Penalty: 2980.981445
	Iteration 0F: 2 clusters Score -2.134453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -21234184.000000 Penalty: 5961.962891
	Iteration 0F: 3 clusters Score -2.123418e+07 nChanged 79351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -21280696.000000 Penalty: 5961.962891
	Iteration 1F: 3 clusters Score -2.12807e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -21281936.000000 Penalty: 5961.962891
	Iteration 2Q: 3 clusters Score -2.128194e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -21284034.000000 Penalty: 5961.962891
	Iteration 3Q: 3 clusters Score -2.128403e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -21287184.000000 Penalty: 5961.962891
	Iteration 4Q: 3 clusters Score -2.128718e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -21292088.000000 Penalty: 5961.962891
	Iteration 5F: 3 clusters Score -2.129209e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -21300096.000000 Penalty: 5961.962891
	Iteration 6F: 3 clusters Score -2.13001e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -21310384.000000 Penalty: 5961.962891
	Iteration 7F: 3 clusters Score -2.131038e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -21319978.000000 Penalty: 5961.962891
	Iteration 8F: 3 clusters Score -2.131998e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 121082 members 
Entering Unmasked Estep 
Score: -21325854.000000 Penalty: 5961.962891
	Iteration 9F: 3 clusters Score -2.132585e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -21328722.000000 Penalty: 5961.962891
	Iteration 10Q: 3 clusters Score -2.132872e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 127632 members 
Entering Unmasked Estep 
Score: -21330568.000000 Penalty: 5961.962891
	Iteration 11Q: 3 clusters Score -2.133057e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -21331960.000000 Penalty: 5961.962891
	Iteration 12Q: 3 clusters Score -2.133196e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -21333174.000000 Penalty: 5961.962891
	Iteration 13Q: 3 clusters Score -2.133317e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -21334284.000000 Penalty: 5961.962891
	Iteration 14Q: 3 clusters Score -2.133428e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -21335384.000000 Penalty: 5961.962891
	Iteration 15Q: 3 clusters Score -2.133538e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -21336398.000000 Penalty: 5961.962891
	Iteration 16Q: 3 clusters Score -2.13364e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -21337428.000000 Penalty: 5961.962891
	Iteration 17Q: 3 clusters Score -2.133743e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 146233 members 
Entering Unmasked Estep 
Score: -21338256.000000 Penalty: 5961.962891
	Iteration 18Q: 3 clusters Score -2.133826e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -21338934.000000 Penalty: 5961.962891
	Iteration 19Q: 3 clusters Score -2.133893e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -21339532.000000 Penalty: 5961.962891
	Iteration 20F: 3 clusters Score -2.133953e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -21340118.000000 Penalty: 5961.962891
	Iteration 21Q: 3 clusters Score -2.134012e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -21340528.000000 Penalty: 5961.962891
	Iteration 22Q: 3 clusters Score -2.134053e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -21341082.000000 Penalty: 5961.962891
	Iteration 23Q: 3 clusters Score -2.134108e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -21341422.000000 Penalty: 5961.962891
	Iteration 24Q: 3 clusters Score -2.134142e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -21341634.000000 Penalty: 5961.962891
	Iteration 25Q: 3 clusters Score -2.134163e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -21341934.000000 Penalty: 5961.962891
	Iteration 26Q: 3 clusters Score -2.134193e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -21342130.000000 Penalty: 5961.962891
	Iteration 27Q: 3 clusters Score -2.134213e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 158920 members 
Entering Unmasked Estep 
Score: -21342254.000000 Penalty: 5961.962891
	Iteration 28Q: 3 clusters Score -2.134225e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 159535 members 
Entering Unmasked Estep 
Score: -21342464.000000 Penalty: 5961.962891
	Iteration 29Q: 3 clusters Score -2.134246e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -21342496.000000 Penalty: 5961.962891
	Iteration 30Q: 3 clusters Score -2.13425e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 160449 members 
Entering Unmasked Estep 
Score: -21342466.000000 Penalty: 5961.962891
	Iteration 31Q: 3 clusters Score -2.134247e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 160784 members 
Entering Unmasked Estep 
Score: -21342504.000000 Penalty: 5961.962891
	Iteration 32Q: 3 clusters Score -2.13425e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 161069 members 
Entering Unmasked Estep 
Score: -21342514.000000 Penalty: 5961.962891
	Iteration 33Q: 3 clusters Score -2.134251e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -21342586.000000 Penalty: 5961.962891
	Iteration 34Q: 3 clusters Score -2.134259e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 161553 members 
Entering Unmasked Estep 
Score: -21342618.000000 Penalty: 5961.962891
	Iteration 35Q: 3 clusters Score -2.134262e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -21342696.000000 Penalty: 5961.962891
	Iteration 36Q: 3 clusters Score -2.13427e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
Score: -21342726.000000 Penalty: 5961.962891
	Iteration 37Q: 3 clusters Score -2.134273e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -21342736.000000 Penalty: 5961.962891
	Iteration 38Q: 3 clusters Score -2.134274e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -21342722.000000 Penalty: 5961.962891
	Iteration 39Q: 3 clusters Score -2.134272e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -21342754.000000 Penalty: 5961.962891
	Iteration 40F: 3 clusters Score -2.134275e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -21342762.000000 Penalty: 5961.962891
	Iteration 41Q: 3 clusters Score -2.134276e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -21342772.000000 Penalty: 5961.962891
	Iteration 42Q: 3 clusters Score -2.134277e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -21342780.000000 Penalty: 5961.962891
	Iteration 43Q: 3 clusters Score -2.134278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -21342790.000000 Penalty: 5961.962891
	Iteration 44Q: 3 clusters Score -2.134279e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 162725 members 
Entering Unmasked Estep 
Score: -21342754.000000 Penalty: 5961.962891
	Iteration 45Q: 3 clusters Score -2.134275e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 162771 members 
Entering Unmasked Estep 
Score: -21342798.000000 Penalty: 5961.962891
	Iteration 46Q: 3 clusters Score -2.13428e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -21342828.000000 Penalty: 5961.962891
	Iteration 47Q: 3 clusters Score -2.134283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -21342830.000000 Penalty: 5961.962891
	Iteration 48Q: 3 clusters Score -2.134283e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 162900 members 
Entering Unmasked Estep 
Score: -21342800.000000 Penalty: 5961.962891
	Iteration 49Q: 3 clusters Score -2.13428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 162930 members 
Entering Unmasked Estep 
Score: -21342816.000000 Penalty: 5961.962891
	Iteration 50Q: 3 clusters Score -2.134282e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 162959 members 
Entering Unmasked Estep 
Score: -21342850.000000 Penalty: 5961.962891
	Iteration 51Q: 3 clusters Score -2.134285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -21342814.000000 Penalty: 5961.962891
	Iteration 52Q: 3 clusters Score -2.134281e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -21342796.000000 Penalty: 5961.962891
	Iteration 53Q: 3 clusters Score -2.13428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -21342784.000000 Penalty: 5961.962891
	Iteration 54Q: 3 clusters Score -2.134278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -21342778.000000 Penalty: 5961.962891
	Iteration 55Q: 3 clusters Score -2.134278e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 163099 members 
Entering Unmasked Estep 
Score: -21342792.000000 Penalty: 5961.962891
	Iteration 56Q: 3 clusters Score -2.134279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -21342796.000000 Penalty: 5961.962891
	Iteration 57Q: 3 clusters Score -2.13428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 163157 members 
Entering Unmasked Estep 
Score: -21342810.000000 Penalty: 5961.962891
	Iteration 58Q: 3 clusters Score -2.134281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -21342788.000000 Penalty: 5961.962891
	Iteration 59Q: 3 clusters Score -2.134279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -21342804.000000 Penalty: 5961.962891
	Iteration 60F: 3 clusters Score -2.13428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -21342816.000000 Penalty: 5961.962891
	Iteration 61Q: 3 clusters Score -2.134282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -21342824.000000 Penalty: 5961.962891
	Iteration 62Q: 3 clusters Score -2.134282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -21342818.000000 Penalty: 5961.962891
	Iteration 63Q: 3 clusters Score -2.134282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -21342818.000000 Penalty: 5961.962891
	Iteration 64Q: 3 clusters Score -2.134282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 163273 members 
Entering Unmasked Estep 
Score: -21342820.000000 Penalty: 5961.962891
	Iteration 65Q: 3 clusters Score -2.134282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -21342804.000000 Penalty: 5961.962891
	Iteration 66Q: 3 clusters Score -2.13428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -21342792.000000 Penalty: 5961.962891
	Iteration 67Q: 3 clusters Score -2.134279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -21342784.000000 Penalty: 5961.962891
	Iteration 68Q: 3 clusters Score -2.134278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -21342778.000000 Penalty: 5961.962891
	Iteration 69Q: 3 clusters Score -2.134278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -21342782.000000 Penalty: 5961.962891
	Iteration 70Q: 3 clusters Score -2.134278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 163350 members 
Entering Unmasked Estep 
Score: -21342784.000000 Penalty: 5961.962891
	Iteration 71Q: 3 clusters Score -2.134278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -21342790.000000 Penalty: 5961.962891
	Iteration 72Q: 3 clusters Score -2.134279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -21342784.000000 Penalty: 5961.962891
	Iteration 73Q: 3 clusters Score -2.134278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -21342788.000000 Penalty: 5961.962891
	Iteration 74Q: 3 clusters Score -2.134279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -21342778.000000 Penalty: 5961.962891
	Iteration 75Q: 3 clusters Score -2.134278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -21342754.000000 Penalty: 5961.962891
	Iteration 76Q: 3 clusters Score -2.134275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -21342750.000000 Penalty: 5961.962891
	Iteration 77Q: 3 clusters Score -2.134275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -21342774.000000 Penalty: 5961.962891
	Iteration 78Q: 3 clusters Score -2.134277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -21342754.000000 Penalty: 5961.962891
	Iteration 79Q: 3 clusters Score -2.134275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 163430 members 
Entering Unmasked Estep 
Score: -21342752.000000 Penalty: 5961.962891
	Iteration 80F: 3 clusters Score -2.134275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -21342756.000000 Penalty: 5961.962891
	Iteration 81Q: 3 clusters Score -2.134276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 163445 members 
Entering Unmasked Estep 
Score: -21342752.000000 Penalty: 5961.962891
	Iteration 82Q: 3 clusters Score -2.134275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -21342746.000000 Penalty: 5961.962891
	Iteration 83Q: 3 clusters Score -2.134275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 163458 members 
Entering Unmasked Estep 
Score: -21342756.000000 Penalty: 5961.962891
	Iteration 84Q: 3 clusters Score -2.134276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -21342744.000000 Penalty: 5961.962891
	Iteration 85Q: 3 clusters Score -2.134274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -21342740.000000 Penalty: 5961.962891
	Iteration 86Q: 3 clusters Score -2.134274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -21342744.000000 Penalty: 5961.962891
	Iteration 87Q: 3 clusters Score -2.134274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -21342748.000000 Penalty: 5961.962891
	Iteration 88Q: 3 clusters Score -2.134275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -21342752.000000 Penalty: 5961.962891
	Iteration 89Q: 3 clusters Score -2.134275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -21342742.000000 Penalty: 5961.962891
	Iteration 90Q: 3 clusters Score -2.134274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -21342744.000000 Penalty: 5961.962891
	Iteration 91Q: 3 clusters Score -2.134274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -21342768.000000 Penalty: 5961.962891
	Iteration 92Q: 3 clusters Score -2.134277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -21342768.000000 Penalty: 5961.962891
	Iteration 93F: 3 clusters Score -2.134277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35829 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 201141 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 54297 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 14 contains 182904 members 
Mstep: Class 16 contains 65777 members 
Mstep: Class 18 contains 30985 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184978 members 
Mstep: Class 22 contains 241894 members 
Mstep: Class 23 contains 166057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685664.000000 Penalty: 65918.976562
Iteration 159Q: 20 clusters Score -1.496857e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35532 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 201151 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10756 members 
Mstep: Class 10 contains 54314 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 14 contains 182981 members 
Mstep: Class 16 contains 65653 members 
Mstep: Class 18 contains 31012 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184991 members 
Mstep: Class 22 contains 241987 members 
Mstep: Class 23 contains 166235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685744.000000 Penalty: 65918.976562
Iteration 160F: 20 clusters Score -1.496857e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 201163 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 54324 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 14 contains 183038 members 
Mstep: Class 16 contains 65523 members 
Mstep: Class 18 contains 31045 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 184997 members 
Mstep: Class 22 contains 242109 members 
Mstep: Class 23 contains 166402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685600.000000 Penalty: 65918.976562
Iteration 161Q: 20 clusters Score -1.496856e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34980 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 201173 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 54335 members 
Mstep: Class 11 contains 5677 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 14 contains 183103 members 
Mstep: Class 16 contains 65399 members 
Mstep: Class 18 contains 31073 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 185021 members 
Mstep: Class 22 contains 242178 members 
Mstep: Class 23 contains 166577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685456.000000 Penalty: 65918.976562
Iteration 162Q: 20 clusters Score -1.496855e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34703 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 201207 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10788 members 
Mstep: Class 10 contains 54350 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 14 contains 183154 members 
Mstep: Class 16 contains 65298 members 
Mstep: Class 18 contains 31088 members 
Mstep: Class 20 contains 676 members 
Mstep: Class 21 contains 185041 members 
Mstep: Class 22 contains 242256 members 
Mstep: Class 23 contains 166732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685680.000000 Penalty: 65918.976562
Iteration 163Q: 20 clusters Score -1.496857e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34415 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 201247 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10804 members 
Mstep: Class 10 contains 54364 members 
Mstep: Class 11 contains 5673 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 14 contains 183183 members 
Mstep: Class 16 contains 65203 members 
Mstep: Class 18 contains 31104 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185047 members 
Mstep: Class 22 contains 242356 members 
Mstep: Class 23 contains 166896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685568.000000 Penalty: 65918.976562
Iteration 164Q: 20 clusters Score -1.496856e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34123 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 201264 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10822 members 
Mstep: Class 10 contains 54373 members 
Mstep: Class 11 contains 5669 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 14 contains 183209 members 
Mstep: Class 16 contains 65132 members 
Mstep: Class 18 contains 31119 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185061 members 
Mstep: Class 22 contains 242434 members 
Mstep: Class 23 contains 167088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685696.000000 Penalty: 65918.976562
Iteration 165Q: 20 clusters Score -1.496857e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 33811 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 201296 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10838 members 
Mstep: Class 10 contains 54389 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183259 members 
Mstep: Class 16 contains 65067 members 
Mstep: Class 18 contains 31132 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185101 members 
Mstep: Class 22 contains 242479 members 
Mstep: Class 23 contains 167257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685664.000000 Penalty: 65918.976562
Iteration 166Q: 20 clusters Score -1.496857e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 33486 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 201319 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10850 members 
Mstep: Class 10 contains 54415 members 
Mstep: Class 11 contains 5664 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183285 members 
Mstep: Class 16 contains 65025 members 
Mstep: Class 18 contains 31147 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185150 members 
Mstep: Class 22 contains 242541 members 
Mstep: Class 23 contains 167415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685744.000000 Penalty: 65918.976562
Iteration 167Q: 20 clusters Score -1.496857e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 33174 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 201376 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 10 contains 54437 members 
Mstep: Class 11 contains 5663 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183302 members 
Mstep: Class 16 contains 64963 members 
Mstep: Class 18 contains 31172 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185200 members 
Mstep: Class 22 contains 242618 members 
Mstep: Class 23 contains 167538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685824.000000 Penalty: 65918.976562
Iteration 168Q: 20 clusters Score -1.496858e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32872 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 201445 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 54459 members 
Mstep: Class 11 contains 5662 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183315 members 
Mstep: Class 16 contains 64902 members 
Mstep: Class 18 contains 31201 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185232 members 
Mstep: Class 22 contains 242696 members 
Mstep: Class 23 contains 167654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685712.000000 Penalty: 65918.976562
Iteration 169Q: 20 clusters Score -1.496857e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32593 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 201523 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10870 members 
Mstep: Class 10 contains 54475 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183291 members 
Mstep: Class 16 contains 64835 members 
Mstep: Class 18 contains 31236 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185282 members 
Mstep: Class 22 contains 242797 members 
Mstep: Class 23 contains 167741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685536.000000 Penalty: 65918.976562
Iteration 170Q: 20 clusters Score -1.496855e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32307 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 201604 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 54493 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183269 members 
Mstep: Class 16 contains 64779 members 
Mstep: Class 18 contains 31269 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185313 members 
Mstep: Class 22 contains 242892 members 
Mstep: Class 23 contains 167839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685680.000000 Penalty: 65918.976562
Iteration 171Q: 20 clusters Score -1.496857e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32041 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 201702 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10880 members 
Mstep: Class 10 contains 54513 members 
Mstep: Class 11 contains 5655 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 14 contains 183254 members 
Mstep: Class 16 contains 64715 members 
Mstep: Class 18 contains 31297 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185349 members 
Mstep: Class 22 contains 242983 members 
Mstep: Class 23 contains 167909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685792.000000 Penalty: 65918.976562
Iteration 172Q: 20 clusters Score -1.496858e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31781 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 201782 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 54526 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183253 members 
Mstep: Class 16 contains 64670 members 
Mstep: Class 18 contains 31322 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185375 members 
Mstep: Class 22 contains 243083 members 
Mstep: Class 23 contains 167972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685952.000000 Penalty: 65918.976562
Iteration 173Q: 20 clusters Score -1.49686e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31508 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 201881 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10884 members 
Mstep: Class 10 contains 54540 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183250 members 
Mstep: Class 16 contains 64639 members 
Mstep: Class 18 contains 31345 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185394 members 
Mstep: Class 22 contains 243182 members 
Mstep: Class 23 contains 168025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685952.000000 Penalty: 65918.976562
Iteration 174Q: 20 clusters Score -1.49686e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31255 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 201985 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 54549 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183252 members 
Mstep: Class 16 contains 64587 members 
Mstep: Class 18 contains 31365 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185438 members 
Mstep: Class 22 contains 243251 members 
Mstep: Class 23 contains 168078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685840.000000 Penalty: 65918.976562
Iteration 175Q: 20 clusters Score -1.496858e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31007 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202078 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10894 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5642 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183241 members 
Mstep: Class 16 contains 64538 members 
Mstep: Class 18 contains 31374 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185484 members 
Mstep: Class 22 contains 243322 members 
Mstep: Class 23 contains 168158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685776.000000 Penalty: 65918.976562
Iteration 176Q: 20 clusters Score -1.496858e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30768 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202160 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10903 members 
Mstep: Class 10 contains 54572 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183253 members 
Mstep: Class 16 contains 64489 members 
Mstep: Class 18 contains 31391 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185529 members 
Mstep: Class 22 contains 243375 members 
Mstep: Class 23 contains 168224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685760.000000 Penalty: 65918.976562
Iteration 177Q: 20 clusters Score -1.496858e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30538 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 202241 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10911 members 
Mstep: Class 10 contains 54575 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183266 members 
Mstep: Class 16 contains 64436 members 
Mstep: Class 18 contains 31407 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185599 members 
Mstep: Class 22 contains 243424 members 
Mstep: Class 23 contains 168272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685664.000000 Penalty: 65918.976562
Iteration 178Q: 20 clusters Score -1.496857e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30352 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202331 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 54572 members 
Mstep: Class 11 contains 5632 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183293 members 
Mstep: Class 16 contains 64388 members 
Mstep: Class 18 contains 31423 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185641 members 
Mstep: Class 22 contains 243425 members 
Mstep: Class 23 contains 168329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685520.000000 Penalty: 65918.976562
Iteration 179Q: 20 clusters Score -1.496855e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30134 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 202402 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 54579 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183308 members 
Mstep: Class 16 contains 64364 members 
Mstep: Class 18 contains 31444 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185701 members 
Mstep: Class 22 contains 243441 members 
Mstep: Class 23 contains 168379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685616.000000 Penalty: 65918.976562
Iteration 180F: 20 clusters Score -1.496856e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29936 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 202452 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10922 members 
Mstep: Class 10 contains 54586 members 
Mstep: Class 11 contains 5627 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183320 members 
Mstep: Class 16 contains 64336 members 
Mstep: Class 18 contains 31466 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185766 members 
Mstep: Class 22 contains 243475 members 
Mstep: Class 23 contains 168415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685728.000000 Penalty: 65918.976562
Iteration 181Q: 20 clusters Score -1.496857e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29726 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 202490 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 54592 members 
Mstep: Class 11 contains 5625 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183330 members 
Mstep: Class 16 contains 64316 members 
Mstep: Class 18 contains 31483 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185831 members 
Mstep: Class 22 contains 243531 members 
Mstep: Class 23 contains 168457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685408.000000 Penalty: 65918.976562
Iteration 182Q: 20 clusters Score -1.496854e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29525 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 202525 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 54605 members 
Mstep: Class 11 contains 5624 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183333 members 
Mstep: Class 16 contains 64290 members 
Mstep: Class 18 contains 31498 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185892 members 
Mstep: Class 22 contains 243585 members 
Mstep: Class 23 contains 168502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685072.000000 Penalty: 65918.976562
Iteration 183Q: 20 clusters Score -1.496851e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29357 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 202566 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10931 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183344 members 
Mstep: Class 16 contains 64247 members 
Mstep: Class 18 contains 31517 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185947 members 
Mstep: Class 22 contains 243606 members 
Mstep: Class 23 contains 168553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685104.000000 Penalty: 65918.976562
Iteration 184Q: 20 clusters Score -1.496851e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29185 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202624 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10937 members 
Mstep: Class 10 contains 54629 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183338 members 
Mstep: Class 16 contains 64208 members 
Mstep: Class 18 contains 31532 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 185994 members 
Mstep: Class 22 contains 243629 members 
Mstep: Class 23 contains 168609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 65918.976562
Iteration 185Q: 20 clusters Score -1.49685e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29006 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202690 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10938 members 
Mstep: Class 10 contains 54642 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183337 members 
Mstep: Class 16 contains 64177 members 
Mstep: Class 18 contains 31542 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186060 members 
Mstep: Class 22 contains 243641 members 
Mstep: Class 23 contains 168655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 65918.976562
Iteration 186Q: 20 clusters Score -1.496848e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28834 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202753 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10948 members 
Mstep: Class 10 contains 54656 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183335 members 
Mstep: Class 16 contains 64138 members 
Mstep: Class 18 contains 31555 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186123 members 
Mstep: Class 22 contains 243652 members 
Mstep: Class 23 contains 168697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684896.000000 Penalty: 65918.976562
Iteration 187Q: 20 clusters Score -1.496849e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28690 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202820 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10958 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183328 members 
Mstep: Class 16 contains 64089 members 
Mstep: Class 18 contains 31570 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186175 members 
Mstep: Class 22 contains 243636 members 
Mstep: Class 23 contains 168752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684976.000000 Penalty: 65918.976562
Iteration 188Q: 20 clusters Score -1.49685e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28534 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202909 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10963 members 
Mstep: Class 10 contains 54690 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183309 members 
Mstep: Class 16 contains 64054 members 
Mstep: Class 18 contains 31590 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186239 members 
Mstep: Class 22 contains 243616 members 
Mstep: Class 23 contains 168789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684992.000000 Penalty: 65918.976562
Iteration 189Q: 20 clusters Score -1.49685e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28388 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 202985 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 54703 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183304 members 
Mstep: Class 16 contains 64009 members 
Mstep: Class 18 contains 31604 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186289 members 
Mstep: Class 22 contains 243602 members 
Mstep: Class 23 contains 168842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149685184.000000 Penalty: 65918.976562
Iteration 190Q: 20 clusters Score -1.496852e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28231 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203062 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 54716 members 
Mstep: Class 11 contains 5607 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183318 members 
Mstep: Class 16 contains 63978 members 
Mstep: Class 18 contains 31614 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186349 members 
Mstep: Class 22 contains 243569 members 
Mstep: Class 23 contains 168885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 65918.976562
Iteration 191Q: 20 clusters Score -1.496848e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28056 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203118 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10978 members 
Mstep: Class 10 contains 54729 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183323 members 
Mstep: Class 16 contains 63952 members 
Mstep: Class 18 contains 31629 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186391 members 
Mstep: Class 22 contains 243579 members 
Mstep: Class 23 contains 168940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684752.000000 Penalty: 65918.976562
Iteration 192Q: 20 clusters Score -1.496848e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27893 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203162 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10983 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183323 members 
Mstep: Class 16 contains 63939 members 
Mstep: Class 18 contains 31639 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186450 members 
Mstep: Class 22 contains 243578 members 
Mstep: Class 23 contains 168988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684448.000000 Penalty: 65918.976562
Iteration 193Q: 20 clusters Score -1.496844e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27738 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203199 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10987 members 
Mstep: Class 10 contains 54745 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183328 members 
Mstep: Class 16 contains 63918 members 
Mstep: Class 18 contains 31655 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186513 members 
Mstep: Class 22 contains 243577 members 
Mstep: Class 23 contains 169039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 65918.976562
Iteration 194Q: 20 clusters Score -1.496845e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27579 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203264 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10989 members 
Mstep: Class 10 contains 54761 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183338 members 
Mstep: Class 16 contains 63887 members 
Mstep: Class 18 contains 31668 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186570 members 
Mstep: Class 22 contains 243575 members 
Mstep: Class 23 contains 169070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 65918.976562
Iteration 195Q: 20 clusters Score -1.496845e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27434 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203325 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10991 members 
Mstep: Class 10 contains 54774 members 
Mstep: Class 11 contains 5598 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183366 members 
Mstep: Class 16 contains 63847 members 
Mstep: Class 18 contains 31678 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186619 members 
Mstep: Class 22 contains 243555 members 
Mstep: Class 23 contains 169114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684512.000000 Penalty: 65918.976562
Iteration 196Q: 20 clusters Score -1.496845e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27289 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203376 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 10996 members 
Mstep: Class 10 contains 54791 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183395 members 
Mstep: Class 16 contains 63821 members 
Mstep: Class 18 contains 31695 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186649 members 
Mstep: Class 22 contains 243554 members 
Mstep: Class 23 contains 169138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 197Q: 20 clusters Score -1.496844e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27120 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203445 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 54801 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183406 members 
Mstep: Class 16 contains 63809 members 
Mstep: Class 18 contains 31706 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186672 members 
Mstep: Class 22 contains 243581 members 
Mstep: Class 23 contains 169164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 65918.976562
Iteration 198Q: 20 clusters Score -1.496843e+08 nChanged 627
Entering ConstructFrom: 
Score: -149684336.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73961.398438 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73961.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74324.945312 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74324.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74518.132812 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74518.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74594.203125 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -74594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74661.171875 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -74661.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74736.476562 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -74736.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74806.250000 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -74806.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74836.039062 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -74836.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74890.289062 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -74890.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74971.234375 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -74971.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75121.382812 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -75121.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -75402.757812 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -75402.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75517.453125 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -75517.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75596.375000 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -75596.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75632.882812 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -75632.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75659.062500 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -75659.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75689.703125 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -75689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75691.781250 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -75691.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75692.484375 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -75692.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75692.484375 Penalty: 3266.741211
	Iteration 19F: 3 clusters Score -75692.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26945 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203500 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11012 members 
Mstep: Class 10 contains 54808 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 366 members 
Mstep: Class 14 contains 183414 members 
Mstep: Class 16 contains 63812 members 
Mstep: Class 18 contains 31720 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186710 members 
Mstep: Class 22 contains 243593 members 
Mstep: Class 23 contains 169190 members 
Entering Unmasked Estep 
Score: -149682416.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149684336.000000 to -149682416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (26945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Entering Unmasked Estep 
Score: -3449537.750000 Penalty: 2529.985352
	Iteration 0F: 2 clusters Score -3449538 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 13490 members 
Entering Unmasked Estep 
Score: -3431028.750000 Penalty: 5059.970703
	Iteration 0F: 3 clusters Score -3431029 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3437302.000000 Penalty: 5059.970703
	Iteration 1F: 3 clusters Score -3437302 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3437618.000000 Penalty: 5059.970703
	Iteration 2Q: 3 clusters Score -3437618 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3437829.000000 Penalty: 5059.970703
	Iteration 3Q: 3 clusters Score -3437829 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3438013.500000 Penalty: 5059.970703
	Iteration 4Q: 3 clusters Score -3438014 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3438150.500000 Penalty: 5059.970703
	Iteration 5Q: 3 clusters Score -3438150 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3438322.250000 Penalty: 5059.970703
	Iteration 6Q: 3 clusters Score -3438322 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3438450.000000 Penalty: 5059.970703
	Iteration 7Q: 3 clusters Score -3438450 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3438594.250000 Penalty: 5059.970703
	Iteration 8Q: 3 clusters Score -3438594 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3438749.500000 Penalty: 5059.970703
	Iteration 9Q: 3 clusters Score -3438750 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3438905.250000 Penalty: 5059.970703
	Iteration 10Q: 3 clusters Score -3438905 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3439141.000000 Penalty: 5059.970703
	Iteration 11Q: 3 clusters Score -3439141 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3439475.000000 Penalty: 5059.970703
	Iteration 12Q: 3 clusters Score -3439475 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3439947.000000 Penalty: 5059.970703
	Iteration 13Q: 3 clusters Score -3439947 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3440588.000000 Penalty: 5059.970703
	Iteration 14Q: 3 clusters Score -3440588 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3441415.250000 Penalty: 5059.970703
	Iteration 15Q: 3 clusters Score -3441415 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3442362.000000 Penalty: 5059.970703
	Iteration 16Q: 3 clusters Score -3442362 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3443387.500000 Penalty: 5059.970703
	Iteration 17Q: 3 clusters Score -3443388 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3444188.250000 Penalty: 5059.970703
	Iteration 18Q: 3 clusters Score -3444188 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3444706.750000 Penalty: 5059.970703
	Iteration 19Q: 3 clusters Score -3444707 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3445070.000000 Penalty: 5059.970703
	Iteration 20F: 3 clusters Score -3445070 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3445368.250000 Penalty: 5059.970703
	Iteration 21Q: 3 clusters Score -3445368 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3445655.750000 Penalty: 5059.970703
	Iteration 22Q: 3 clusters Score -3445656 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3445906.500000 Penalty: 5059.970703
	Iteration 23Q: 3 clusters Score -3445906 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3446096.250000 Penalty: 5059.970703
	Iteration 24Q: 3 clusters Score -3446096 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3446284.500000 Penalty: 5059.970703
	Iteration 25Q: 3 clusters Score -3446284 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3446428.500000 Penalty: 5059.970703
	Iteration 26Q: 3 clusters Score -3446428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3446562.750000 Penalty: 5059.970703
	Iteration 27Q: 3 clusters Score -3446563 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3446691.750000 Penalty: 5059.970703
	Iteration 28Q: 3 clusters Score -3446692 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3446791.000000 Penalty: 5059.970703
	Iteration 29Q: 3 clusters Score -3446791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3446890.750000 Penalty: 5059.970703
	Iteration 30Q: 3 clusters Score -3446891 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3446955.750000 Penalty: 5059.970703
	Iteration 31Q: 3 clusters Score -3446956 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3447011.750000 Penalty: 5059.970703
	Iteration 32Q: 3 clusters Score -3447012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3447051.500000 Penalty: 5059.970703
	Iteration 33Q: 3 clusters Score -3447052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3447077.250000 Penalty: 5059.970703
	Iteration 34Q: 3 clusters Score -3447077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3447099.750000 Penalty: 5059.970703
	Iteration 35Q: 3 clusters Score -3447100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3447115.000000 Penalty: 5059.970703
	Iteration 36Q: 3 clusters Score -3447115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3447127.000000 Penalty: 5059.970703
	Iteration 37Q: 3 clusters Score -3447127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3447142.500000 Penalty: 5059.970703
	Iteration 38Q: 3 clusters Score -3447142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3447164.500000 Penalty: 5059.970703
	Iteration 39Q: 3 clusters Score -3447164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3447166.250000 Penalty: 5059.970703
	Iteration 40F: 3 clusters Score -3447166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3447177.500000 Penalty: 5059.970703
	Iteration 41Q: 3 clusters Score -3447178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3447190.750000 Penalty: 5059.970703
	Iteration 42Q: 3 clusters Score -3447191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3447206.500000 Penalty: 5059.970703
	Iteration 43Q: 3 clusters Score -3447206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3447212.500000 Penalty: 5059.970703
	Iteration 44Q: 3 clusters Score -3447212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3447220.000000 Penalty: 5059.970703
	Iteration 45Q: 3 clusters Score -3447220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3447232.250000 Penalty: 5059.970703
	Iteration 46Q: 3 clusters Score -3447232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3447234.000000 Penalty: 5059.970703
	Iteration 47Q: 3 clusters Score -3447234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3447243.500000 Penalty: 5059.970703
	Iteration 48Q: 3 clusters Score -3447244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3447247.250000 Penalty: 5059.970703
	Iteration 49Q: 3 clusters Score -3447247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3447254.250000 Penalty: 5059.970703
	Iteration 50Q: 3 clusters Score -3447254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3447257.250000 Penalty: 5059.970703
	Iteration 51Q: 3 clusters Score -3447257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3447264.500000 Penalty: 5059.970703
	Iteration 52Q: 3 clusters Score -3447264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3447266.500000 Penalty: 5059.970703
	Iteration 53Q: 3 clusters Score -3447266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3447267.250000 Penalty: 5059.970703
	Iteration 54Q: 3 clusters Score -3447267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3447269.250000 Penalty: 5059.970703
	Iteration 55Q: 3 clusters Score -3447269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3447268.250000 Penalty: 5059.970703
	Iteration 56Q: 3 clusters Score -3447268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3447267.000000 Penalty: 5059.970703
	Iteration 57Q: 3 clusters Score -3447267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3447269.500000 Penalty: 5059.970703
	Iteration 58Q: 3 clusters Score -3447270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3447273.000000 Penalty: 5059.970703
	Iteration 59Q: 3 clusters Score -3447273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3447269.500000 Penalty: 5059.970703
	Iteration 60F: 3 clusters Score -3447270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3447267.250000 Penalty: 5059.970703
	Iteration 61Q: 3 clusters Score -3447267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3447272.250000 Penalty: 5059.970703
	Iteration 62Q: 3 clusters Score -3447272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3447273.500000 Penalty: 5059.970703
	Iteration 63Q: 3 clusters Score -3447274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3447274.500000 Penalty: 5059.970703
	Iteration 64Q: 3 clusters Score -3447274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3447279.750000 Penalty: 5059.970703
	Iteration 65Q: 3 clusters Score -3447280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3447279.750000 Penalty: 5059.970703
	Iteration 66Q: 3 clusters Score -3447280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3447284.500000 Penalty: 5059.970703
	Iteration 67Q: 3 clusters Score -3447284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3447282.500000 Penalty: 5059.970703
	Iteration 68Q: 3 clusters Score -3447282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3447282.250000 Penalty: 5059.970703
	Iteration 69Q: 3 clusters Score -3447282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3447278.750000 Penalty: 5059.970703
	Iteration 70Q: 3 clusters Score -3447279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3447278.750000 Penalty: 5059.970703
	Iteration 71F: 3 clusters Score -3447279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28467.916016 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28467.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28808.152344 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28808.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28966.845703 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28966.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29103.273438 Penalty: 2830.726807
	Iteration 3F: 3 clusters Score -29103.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29233.019531 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -29233.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29369.705078 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -29369.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29497.187500 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -29497.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29607.746094 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -29607.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29797.259766 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -29797.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29797.259766 Penalty: 2830.726807
	Iteration 9F: 3 clusters Score -29797.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26945 members 
Mstep: Class 3 contains 92 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203500 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11012 members 
Mstep: Class 10 contains 54808 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 209 members 
Mstep: Class 14 contains 183414 members 
Mstep: Class 16 contains 63812 members 
Mstep: Class 18 contains 31720 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186710 members 
Mstep: Class 22 contains 243593 members 
Mstep: Class 23 contains 169190 members 
Entering Unmasked Estep 
Score: -149682368.000000 Penalty: 69388.398438
Splitting cluster 3 changes total score from -149684336.000000 to -149682368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -228286.046875 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -228286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -225762.078125 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -225762.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -226218.578125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -226218.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -226366.953125 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -226367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -226451.421875 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -226451.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -226497.343750 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -226497.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -226531.890625 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -226531.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226552.593750 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -226552.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226567.984375 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -226568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226578.031250 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -226578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226584.578125 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -226584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -226590.625000 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -226590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226592.843750 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -226592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226593.859375 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -226593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226595.671875 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -226595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226598.062500 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -226598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226600.796875 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -226600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226602.515625 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -226602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226602.625000 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -226602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226605.375000 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -226605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226609.890625 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -226609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -226613.609375 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -226613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -226615.406250 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -226615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226615.859375 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -226615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226616.406250 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -226616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226616.406250 Penalty: 3749.800049
	Iteration 24F: 3 clusters Score -226616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203500 members 
Entering Unmasked Estep 
Score: -26040730.000000 Penalty: 3031.408447
	Iteration 0F: 2 clusters Score -2.604073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
Score: -25908558.000000 Penalty: 6062.816895
	Iteration 0F: 3 clusters Score -2.590856e+07 nChanged 97976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -25965994.000000 Penalty: 6062.816895
	Iteration 1F: 3 clusters Score -2.596599e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94644 members 
Mstep: Class 2 contains 108856 members 
Entering Unmasked Estep 
Score: -25967770.000000 Penalty: 6062.816895
	Iteration 2Q: 3 clusters Score -2.596777e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -25970348.000000 Penalty: 6062.816895
	Iteration 3Q: 3 clusters Score -2.597035e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83930 members 
Mstep: Class 2 contains 119570 members 
Entering Unmasked Estep 
Score: -25974380.000000 Penalty: 6062.816895
	Iteration 4Q: 3 clusters Score -2.597438e+07 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 128778 members 
Entering Unmasked Estep 
Score: -25981664.000000 Penalty: 6062.816895
	Iteration 5F: 3 clusters Score -2.598166e+07 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 140747 members 
Entering Unmasked Estep 
Score: -25992436.000000 Penalty: 6062.816895
	Iteration 6F: 3 clusters Score -2.599244e+07 nChanged 16307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 153866 members 
Entering Unmasked Estep 
Score: -26006108.000000 Penalty: 6062.816895
	Iteration 7F: 3 clusters Score -2.600611e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -26019338.000000 Penalty: 6062.816895
	Iteration 8F: 3 clusters Score -2.601934e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 172228 members 
Entering Unmasked Estep 
Score: -26029180.000000 Penalty: 6062.816895
	Iteration 9Q: 3 clusters Score -2.602918e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 176116 members 
Entering Unmasked Estep 
Score: -26033052.000000 Penalty: 6062.816895
	Iteration 10Q: 3 clusters Score -2.603305e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -26034606.000000 Penalty: 6062.816895
	Iteration 11Q: 3 clusters Score -2.603461e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 181495 members 
Entering Unmasked Estep 
Score: -26035698.000000 Penalty: 6062.816895
	Iteration 12Q: 3 clusters Score -2.60357e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -26036460.000000 Penalty: 6062.816895
	Iteration 13Q: 3 clusters Score -2.603646e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 186037 members 
Entering Unmasked Estep 
Score: -26037180.000000 Penalty: 6062.816895
	Iteration 14Q: 3 clusters Score -2.603718e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 188039 members 
Entering Unmasked Estep 
Score: -26037688.000000 Penalty: 6062.816895
	Iteration 15Q: 3 clusters Score -2.603769e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -26038062.000000 Penalty: 6062.816895
	Iteration 16Q: 3 clusters Score -2.603806e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 191657 members 
Entering Unmasked Estep 
Score: -26038196.000000 Penalty: 6062.816895
	Iteration 17Q: 3 clusters Score -2.60382e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 193225 members 
Entering Unmasked Estep 
Score: -26038518.000000 Penalty: 6062.816895
	Iteration 18Q: 3 clusters Score -2.603852e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 194566 members 
Entering Unmasked Estep 
Score: -26038584.000000 Penalty: 6062.816895
	Iteration 19Q: 3 clusters Score -2.603858e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 195673 members 
Entering Unmasked Estep 
Score: -26038814.000000 Penalty: 6062.816895
	Iteration 20F: 3 clusters Score -2.603881e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 196617 members 
Entering Unmasked Estep 
Score: -26038792.000000 Penalty: 6062.816895
	Iteration 21Q: 3 clusters Score -2.603879e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 197445 members 
Entering Unmasked Estep 
Score: -26038886.000000 Penalty: 6062.816895
	Iteration 22Q: 3 clusters Score -2.603889e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 198141 members 
Entering Unmasked Estep 
Score: -26038948.000000 Penalty: 6062.816895
	Iteration 23Q: 3 clusters Score -2.603895e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 198762 members 
Entering Unmasked Estep 
Score: -26038950.000000 Penalty: 6062.816895
	Iteration 24Q: 3 clusters Score -2.603895e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 199271 members 
Entering Unmasked Estep 
Score: -26038954.000000 Penalty: 6062.816895
	Iteration 25Q: 3 clusters Score -2.603895e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 199666 members 
Entering Unmasked Estep 
Score: -26039012.000000 Penalty: 6062.816895
	Iteration 26Q: 3 clusters Score -2.603901e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 200010 members 
Entering Unmasked Estep 
Score: -26039058.000000 Penalty: 6062.816895
	Iteration 27Q: 3 clusters Score -2.603906e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 200287 members 
Entering Unmasked Estep 
Score: -26039028.000000 Penalty: 6062.816895
	Iteration 28Q: 3 clusters Score -2.603903e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 200517 members 
Entering Unmasked Estep 
Score: -26039040.000000 Penalty: 6062.816895
	Iteration 29Q: 3 clusters Score -2.603904e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 200711 members 
Entering Unmasked Estep 
Score: -26039038.000000 Penalty: 6062.816895
	Iteration 30Q: 3 clusters Score -2.603904e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 200872 members 
Entering Unmasked Estep 
Score: -26039044.000000 Penalty: 6062.816895
	Iteration 31Q: 3 clusters Score -2.603904e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 200996 members 
Entering Unmasked Estep 
Score: -26039100.000000 Penalty: 6062.816895
	Iteration 32Q: 3 clusters Score -2.60391e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 201111 members 
Entering Unmasked Estep 
Score: -26039024.000000 Penalty: 6062.816895
	Iteration 33Q: 3 clusters Score -2.603902e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 201208 members 
Entering Unmasked Estep 
Score: -26039020.000000 Penalty: 6062.816895
	Iteration 34Q: 3 clusters Score -2.603902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 201288 members 
Entering Unmasked Estep 
Score: -26039068.000000 Penalty: 6062.816895
	Iteration 35Q: 3 clusters Score -2.603907e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 201344 members 
Entering Unmasked Estep 
Score: -26039068.000000 Penalty: 6062.816895
	Iteration 36Q: 3 clusters Score -2.603907e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 201402 members 
Entering Unmasked Estep 
Score: -26039058.000000 Penalty: 6062.816895
	Iteration 37Q: 3 clusters Score -2.603906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 201443 members 
Entering Unmasked Estep 
Score: -26039052.000000 Penalty: 6062.816895
	Iteration 38Q: 3 clusters Score -2.603905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 201484 members 
Entering Unmasked Estep 
Score: -26039012.000000 Penalty: 6062.816895
	Iteration 39Q: 3 clusters Score -2.603901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 201515 members 
Entering Unmasked Estep 
Score: -26039004.000000 Penalty: 6062.816895
	Iteration 40F: 3 clusters Score -2.6039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 201542 members 
Entering Unmasked Estep 
Score: -26039002.000000 Penalty: 6062.816895
	Iteration 41Q: 3 clusters Score -2.6039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 201564 members 
Entering Unmasked Estep 
Score: -26038996.000000 Penalty: 6062.816895
	Iteration 42Q: 3 clusters Score -2.6039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 201582 members 
Entering Unmasked Estep 
Score: -26039012.000000 Penalty: 6062.816895
	Iteration 43Q: 3 clusters Score -2.603901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 201602 members 
Entering Unmasked Estep 
Score: -26039004.000000 Penalty: 6062.816895
	Iteration 44Q: 3 clusters Score -2.6039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -26038982.000000 Penalty: 6062.816895
	Iteration 45Q: 3 clusters Score -2.603898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 201650 members 
Entering Unmasked Estep 
Score: -26038994.000000 Penalty: 6062.816895
	Iteration 46Q: 3 clusters Score -2.603899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 201672 members 
Entering Unmasked Estep 
Score: -26038972.000000 Penalty: 6062.816895
	Iteration 47Q: 3 clusters Score -2.603897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 201688 members 
Entering Unmasked Estep 
Score: -26038966.000000 Penalty: 6062.816895
	Iteration 48Q: 3 clusters Score -2.603897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 201704 members 
Entering Unmasked Estep 
Score: -26038950.000000 Penalty: 6062.816895
	Iteration 49Q: 3 clusters Score -2.603895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 201722 members 
Entering Unmasked Estep 
Score: -26038962.000000 Penalty: 6062.816895
	Iteration 50Q: 3 clusters Score -2.603896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 201730 members 
Entering Unmasked Estep 
Score: -26038978.000000 Penalty: 6062.816895
	Iteration 51Q: 3 clusters Score -2.603898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 201739 members 
Entering Unmasked Estep 
Score: -26038976.000000 Penalty: 6062.816895
	Iteration 52Q: 3 clusters Score -2.603898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 201747 members 
Entering Unmasked Estep 
Score: -26038954.000000 Penalty: 6062.816895
	Iteration 53Q: 3 clusters Score -2.603895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 201758 members 
Entering Unmasked Estep 
Score: -26038966.000000 Penalty: 6062.816895
	Iteration 54Q: 3 clusters Score -2.603897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 201769 members 
Entering Unmasked Estep 
Score: -26038974.000000 Penalty: 6062.816895
	Iteration 55Q: 3 clusters Score -2.603897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 201778 members 
Entering Unmasked Estep 
Score: -26038966.000000 Penalty: 6062.816895
	Iteration 56Q: 3 clusters Score -2.603897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 201787 members 
Entering Unmasked Estep 
Score: -26038972.000000 Penalty: 6062.816895
	Iteration 57Q: 3 clusters Score -2.603897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 201796 members 
Entering Unmasked Estep 
Score: -26038958.000000 Penalty: 6062.816895
	Iteration 58Q: 3 clusters Score -2.603896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 201802 members 
Entering Unmasked Estep 
Score: -26038958.000000 Penalty: 6062.816895
	Iteration 59Q: 3 clusters Score -2.603896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 201806 members 
Entering Unmasked Estep 
Score: -26038956.000000 Penalty: 6062.816895
	Iteration 60F: 3 clusters Score -2.603896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 201812 members 
Entering Unmasked Estep 
Score: -26038936.000000 Penalty: 6062.816895
	Iteration 61Q: 3 clusters Score -2.603894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 201821 members 
Entering Unmasked Estep 
Score: -26038934.000000 Penalty: 6062.816895
	Iteration 62Q: 3 clusters Score -2.603893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 201830 members 
Entering Unmasked Estep 
Score: -26038928.000000 Penalty: 6062.816895
	Iteration 63Q: 3 clusters Score -2.603893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 201838 members 
Entering Unmasked Estep 
Score: -26038944.000000 Penalty: 6062.816895
	Iteration 64Q: 3 clusters Score -2.603894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 201840 members 
Entering Unmasked Estep 
Score: -26038940.000000 Penalty: 6062.816895
	Iteration 65Q: 3 clusters Score -2.603894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 201843 members 
Entering Unmasked Estep 
Score: -26038938.000000 Penalty: 6062.816895
	Iteration 66Q: 3 clusters Score -2.603894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 201846 members 
Entering Unmasked Estep 
Score: -26038956.000000 Penalty: 6062.816895
	Iteration 67Q: 3 clusters Score -2.603896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 201852 members 
Entering Unmasked Estep 
Score: -26038958.000000 Penalty: 6062.816895
	Iteration 68Q: 3 clusters Score -2.603896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 201859 members 
Entering Unmasked Estep 
Score: -26038944.000000 Penalty: 6062.816895
	Iteration 69Q: 3 clusters Score -2.603894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 201867 members 
Entering Unmasked Estep 
Score: -26038946.000000 Penalty: 6062.816895
	Iteration 70Q: 3 clusters Score -2.603895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 201876 members 
Entering Unmasked Estep 
Score: -26038950.000000 Penalty: 6062.816895
	Iteration 71Q: 3 clusters Score -2.603895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -26038958.000000 Penalty: 6062.816895
	Iteration 72Q: 3 clusters Score -2.603896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 201899 members 
Entering Unmasked Estep 
Score: -26038968.000000 Penalty: 6062.816895
	Iteration 73Q: 3 clusters Score -2.603897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 201910 members 
Entering Unmasked Estep 
Score: -26038956.000000 Penalty: 6062.816895
	Iteration 74Q: 3 clusters Score -2.603896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 201919 members 
Entering Unmasked Estep 
Score: -26038964.000000 Penalty: 6062.816895
	Iteration 75Q: 3 clusters Score -2.603896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 201930 members 
Entering Unmasked Estep 
Score: -26038966.000000 Penalty: 6062.816895
	Iteration 76Q: 3 clusters Score -2.603897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 201944 members 
Entering Unmasked Estep 
Score: -26038960.000000 Penalty: 6062.816895
	Iteration 77Q: 3 clusters Score -2.603896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 201953 members 
Entering Unmasked Estep 
Score: -26038948.000000 Penalty: 6062.816895
	Iteration 78Q: 3 clusters Score -2.603895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 201963 members 
Entering Unmasked Estep 
Score: -26038970.000000 Penalty: 6062.816895
	Iteration 79Q: 3 clusters Score -2.603897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 201972 members 
Entering Unmasked Estep 
Score: -26038972.000000 Penalty: 6062.816895
	Iteration 80F: 3 clusters Score -2.603897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 201991 members 
Entering Unmasked Estep 
Score: -26038972.000000 Penalty: 6062.816895
	Iteration 81Q: 3 clusters Score -2.603897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 202001 members 
Entering Unmasked Estep 
Score: -26038954.000000 Penalty: 6062.816895
	Iteration 82Q: 3 clusters Score -2.603895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 202009 members 
Entering Unmasked Estep 
Score: -26038944.000000 Penalty: 6062.816895
	Iteration 83Q: 3 clusters Score -2.603894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 202013 members 
Entering Unmasked Estep 
Score: -26038956.000000 Penalty: 6062.816895
	Iteration 84Q: 3 clusters Score -2.603896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 202018 members 
Entering Unmasked Estep 
Score: -26038956.000000 Penalty: 6062.816895
	Iteration 85Q: 3 clusters Score -2.603896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 202022 members 
Entering Unmasked Estep 
Score: -26038940.000000 Penalty: 6062.816895
	Iteration 86Q: 3 clusters Score -2.603894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 202026 members 
Entering Unmasked Estep 
Score: -26038942.000000 Penalty: 6062.816895
	Iteration 87Q: 3 clusters Score -2.603894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 202031 members 
Entering Unmasked Estep 
Score: -26038970.000000 Penalty: 6062.816895
	Iteration 88Q: 3 clusters Score -2.603897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -26038954.000000 Penalty: 6062.816895
	Iteration 89Q: 3 clusters Score -2.603895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -26038964.000000 Penalty: 6062.816895
	Iteration 90Q: 3 clusters Score -2.603896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -26038962.000000 Penalty: 6062.816895
	Iteration 91Q: 3 clusters Score -2.603896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 202037 members 
Entering Unmasked Estep 
Score: -26038962.000000 Penalty: 6062.816895
	Iteration 92Q: 3 clusters Score -2.603896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 202037 members 
Entering Unmasked Estep 
Score: -26038962.000000 Penalty: 6062.816895
	Iteration 93F: 3 clusters Score -2.603896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58758.710938 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58758.71 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59040.195312 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59040.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59201.953125 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59201.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59347.691406 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -59347.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59638.859375 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -59638.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59863.726562 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -59863.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60028.394531 Penalty: 3153.489746
	Iteration 6F: 3 clusters Score -60028.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -60215.246094 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -60215.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60364.375000 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -60364.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60458.187500 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -60458.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60465.730469 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -60465.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60474.640625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -60474.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60476.312500 Penalty: 3153.489746
	Iteration 12F: 3 clusters Score -60476.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60491.058594 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -60491.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60524.937500 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -60524.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60540.449219 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -60540.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60549.218750 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -60549.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60551.648438 Penalty: 3153.489746
	Iteration 17F: 3 clusters Score -60551.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60564.824219 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -60564.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60607.886719 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -60607.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60653.058594 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -60653.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -60780.437500 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -60780.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60892.753906 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -60892.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60925.890625 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -60925.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60945.355469 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -60945.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61081.738281 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -61081.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61133.226562 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -61133.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61141.296875 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -61141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61141.296875 Penalty: 3153.489746
	Iteration 28F: 3 clusters Score -61141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26945 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203500 members 
Mstep: Class 6 contains 187 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11012 members 
Mstep: Class 10 contains 54808 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 14 contains 183414 members 
Mstep: Class 16 contains 63812 members 
Mstep: Class 18 contains 31720 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186710 members 
Mstep: Class 22 contains 243593 members 
Mstep: Class 23 contains 169190 members 
Entering Unmasked Estep 
Score: -149683408.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149684336.000000 to -149683408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 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 286 members 
Entering Unmasked Estep 
Score: -61686.953125 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61686.95 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61942.062500 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61942.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62110.281250 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -62110.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62205.355469 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -62205.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62270.386719 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -62270.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62339.042969 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62339.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62393.296875 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62393.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62454.843750 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62454.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62533.480469 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62533.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62629.003906 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62759.324219 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62759.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62874.082031 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -62874.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -62948.781250 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -62948.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62971.683594 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -62971.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62992.644531 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -62992.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62998.085938 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -62998.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63001.542969 Penalty: 3152.629395
	Iteration 16F: 3 clusters Score -63001.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63005.949219 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -63005.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63005.949219 Penalty: 3152.629395
	Iteration 18F: 3 clusters Score -63005.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 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 175 members 
Entering Unmasked Estep 
Score: -38876.054688 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38876.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39046.949219 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39046.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39126.273438 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39126.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39181.578125 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39181.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39212.500000 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39231.531250 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39231.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39249.148438 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39249.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39267.066406 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39267.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39275.082031 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -39275.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39288.277344 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -39288.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39314.699219 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -39314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39325.421875 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -39325.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39330.746094 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -39330.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39338.117188 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -39338.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39343.253906 Penalty: 2942.393555
	Iteration 14Q: 3 clusters Score -39343.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39346.097656 Penalty: 2942.393555
	Iteration 15Q: 3 clusters Score -39346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39346.097656 Penalty: 2942.393555
	Iteration 16F: 3 clusters Score -39346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Entering Unmasked Estep 
Score: -1432201.125000 Penalty: 2308.071777
	Iteration 0F: 2 clusters Score -1432201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1423803.375000 Penalty: 4616.143555
	Iteration 0F: 3 clusters Score -1423803 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1426284.875000 Penalty: 4616.143555
	Iteration 1F: 3 clusters Score -1426285 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1426557.250000 Penalty: 4616.143555
	Iteration 2F: 3 clusters Score -1426557 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1426756.875000 Penalty: 4616.143555
	Iteration 3Q: 3 clusters Score -1426757 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1426895.750000 Penalty: 4616.143555
	Iteration 4Q: 3 clusters Score -1426896 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1427006.500000 Penalty: 4616.143555
	Iteration 5Q: 3 clusters Score -1427006 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1427090.250000 Penalty: 4616.143555
	Iteration 6Q: 3 clusters Score -1427090 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1427177.875000 Penalty: 4616.143555
	Iteration 7Q: 3 clusters Score -1427178 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1427259.125000 Penalty: 4616.143555
	Iteration 8Q: 3 clusters Score -1427259 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1427342.375000 Penalty: 4616.143555
	Iteration 9Q: 3 clusters Score -1427342 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1427436.125000 Penalty: 4616.143555
	Iteration 10Q: 3 clusters Score -1427436 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1427577.000000 Penalty: 4616.143555
	Iteration 11Q: 3 clusters Score -1427577 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1427758.875000 Penalty: 4616.143555
	Iteration 12Q: 3 clusters Score -1427759 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1428002.000000 Penalty: 4616.143555
	Iteration 13Q: 3 clusters Score -1428002 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1428330.625000 Penalty: 4616.143555
	Iteration 14Q: 3 clusters Score -1428331 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1428740.375000 Penalty: 4616.143555
	Iteration 15Q: 3 clusters Score -1428740 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1429157.250000 Penalty: 4616.143555
	Iteration 16Q: 3 clusters Score -1429157 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1429516.750000 Penalty: 4616.143555
	Iteration 17Q: 3 clusters Score -1429517 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1429783.625000 Penalty: 4616.143555
	Iteration 18Q: 3 clusters Score -1429784 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1429937.500000 Penalty: 4616.143555
	Iteration 19Q: 3 clusters Score -1429938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1430017.250000 Penalty: 4616.143555
	Iteration 20F: 3 clusters Score -1430017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1430073.875000 Penalty: 4616.143555
	Iteration 21Q: 3 clusters Score -1430074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1430108.375000 Penalty: 4616.143555
	Iteration 22Q: 3 clusters Score -1430108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1430126.250000 Penalty: 4616.143555
	Iteration 23Q: 3 clusters Score -1430126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1430140.500000 Penalty: 4616.143555
	Iteration 24Q: 3 clusters Score -1430140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1430151.500000 Penalty: 4616.143555
	Iteration 25Q: 3 clusters Score -1430152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1430161.250000 Penalty: 4616.143555
	Iteration 26Q: 3 clusters Score -1430161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1430164.625000 Penalty: 4616.143555
	Iteration 27Q: 3 clusters Score -1430165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1430172.750000 Penalty: 4616.143555
	Iteration 28Q: 3 clusters Score -1430173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1430178.750000 Penalty: 4616.143555
	Iteration 29Q: 3 clusters Score -1430179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1430183.750000 Penalty: 4616.143555
	Iteration 30Q: 3 clusters Score -1430184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1430183.625000 Penalty: 4616.143555
	Iteration 31Q: 3 clusters Score -1430184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1430185.500000 Penalty: 4616.143555
	Iteration 32Q: 3 clusters Score -1430186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1430192.875000 Penalty: 4616.143555
	Iteration 33Q: 3 clusters Score -1430193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1430198.125000 Penalty: 4616.143555
	Iteration 34Q: 3 clusters Score -1430198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1430204.875000 Penalty: 4616.143555
	Iteration 35Q: 3 clusters Score -1430205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1430209.000000 Penalty: 4616.143555
	Iteration 36Q: 3 clusters Score -1430209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1430213.125000 Penalty: 4616.143555
	Iteration 37Q: 3 clusters Score -1430213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1430219.125000 Penalty: 4616.143555
	Iteration 38Q: 3 clusters Score -1430219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1430222.500000 Penalty: 4616.143555
	Iteration 39Q: 3 clusters Score -1430222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1430226.250000 Penalty: 4616.143555
	Iteration 40F: 3 clusters Score -1430226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1430232.500000 Penalty: 4616.143555
	Iteration 41Q: 3 clusters Score -1430232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1430232.750000 Penalty: 4616.143555
	Iteration 42Q: 3 clusters Score -1430233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1430230.000000 Penalty: 4616.143555
	Iteration 43Q: 3 clusters Score -1430230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1430231.125000 Penalty: 4616.143555
	Iteration 44Q: 3 clusters Score -1430231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1430229.625000 Penalty: 4616.143555
	Iteration 45Q: 3 clusters Score -1430230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1430230.375000 Penalty: 4616.143555
	Iteration 46Q: 3 clusters Score -1430230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1430231.750000 Penalty: 4616.143555
	Iteration 47Q: 3 clusters Score -1430232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1430231.750000 Penalty: 4616.143555
	Iteration 48Q: 3 clusters Score -1430232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1430232.375000 Penalty: 4616.143555
	Iteration 49Q: 3 clusters Score -1430232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1430232.375000 Penalty: 4616.143555
	Iteration 50F: 3 clusters Score -1430232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Entering Unmasked Estep 
Score: -7049356.000000 Penalty: 2706.074707
	Iteration 0F: 2 clusters Score -7049356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -7012505.500000 Penalty: 5412.149414
	Iteration 0F: 3 clusters Score -7012506 nChanged 25490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -7026684.000000 Penalty: 5412.149414
	Iteration 1F: 3 clusters Score -7026684 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -7027398.500000 Penalty: 5412.149414
	Iteration 2Q: 3 clusters Score -7027398 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -7028162.500000 Penalty: 5412.149414
	Iteration 3Q: 3 clusters Score -7028162 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -7029151.000000 Penalty: 5412.149414
	Iteration 4Q: 3 clusters Score -7029151 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7030553.500000 Penalty: 5412.149414
	Iteration 5Q: 3 clusters Score -7030554 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7032640.000000 Penalty: 5412.149414
	Iteration 6F: 3 clusters Score -7032640 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -7035431.500000 Penalty: 5412.149414
	Iteration 7F: 3 clusters Score -7035432 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -7038967.500000 Penalty: 5412.149414
	Iteration 8F: 3 clusters Score -7038968 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -7042416.000000 Penalty: 5412.149414
	Iteration 9F: 3 clusters Score -7042416 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -7044830.500000 Penalty: 5412.149414
	Iteration 10Q: 3 clusters Score -7044830 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -7046007.500000 Penalty: 5412.149414
	Iteration 11Q: 3 clusters Score -7046008 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -7046475.000000 Penalty: 5412.149414
	Iteration 12Q: 3 clusters Score -7046475 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -7046683.000000 Penalty: 5412.149414
	Iteration 13Q: 3 clusters Score -7046683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -7046781.500000 Penalty: 5412.149414
	Iteration 14Q: 3 clusters Score -7046782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -7046845.000000 Penalty: 5412.149414
	Iteration 15Q: 3 clusters Score -7046845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -7046880.500000 Penalty: 5412.149414
	Iteration 16Q: 3 clusters Score -7046880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -7046893.000000 Penalty: 5412.149414
	Iteration 17Q: 3 clusters Score -7046893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -7046926.500000 Penalty: 5412.149414
	Iteration 18Q: 3 clusters Score -7046926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -7046951.500000 Penalty: 5412.149414
	Iteration 19Q: 3 clusters Score -7046952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -7046965.500000 Penalty: 5412.149414
	Iteration 20F: 3 clusters Score -7046966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7046978.500000 Penalty: 5412.149414
	Iteration 21Q: 3 clusters Score -7046978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -7047003.500000 Penalty: 5412.149414
	Iteration 22Q: 3 clusters Score -7047004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -7047002.000000 Penalty: 5412.149414
	Iteration 23Q: 3 clusters Score -7047002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7047009.000000 Penalty: 5412.149414
	Iteration 24Q: 3 clusters Score -7047009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7047013.000000 Penalty: 5412.149414
	Iteration 25Q: 3 clusters Score -7047013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -7047011.500000 Penalty: 5412.149414
	Iteration 26Q: 3 clusters Score -7047012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -7047015.000000 Penalty: 5412.149414
	Iteration 27Q: 3 clusters Score -7047015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -7047021.500000 Penalty: 5412.149414
	Iteration 28Q: 3 clusters Score -7047022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -7047019.000000 Penalty: 5412.149414
	Iteration 29Q: 3 clusters Score -7047019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7047020.500000 Penalty: 5412.149414
	Iteration 30Q: 3 clusters Score -7047020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7047020.500000 Penalty: 5412.149414
	Iteration 31F: 3 clusters Score -7047020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Entering Unmasked Estep 
Score: -684475.312500 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -684475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -679588.187500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -679588.2 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -680782.375000 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -680782.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -681079.375000 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -681079.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -681332.062500 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -681332.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -681581.812500 Penalty: 4280.473145
	Iteration 4F: 3 clusters Score -681581.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -681810.625000 Penalty: 4280.473145
	Iteration 5F: 3 clusters Score -681810.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -682000.625000 Penalty: 4280.473145
	Iteration 6Q: 3 clusters Score -682000.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -682165.437500 Penalty: 4280.473145
	Iteration 7Q: 3 clusters Score -682165.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -682296.000000 Penalty: 4280.473145
	Iteration 8Q: 3 clusters Score -682296 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -682419.937500 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -682419.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -682534.437500 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -682534.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -682625.437500 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -682625.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -682691.187500 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -682691.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -682753.562500 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -682753.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -682811.812500 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -682811.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -682872.875000 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -682872.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -682925.937500 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -682925.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -682954.000000 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -682954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -682973.687500 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -682973.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -682985.750000 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -682985.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -682991.875000 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -682991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -682996.562500 Penalty: 4280.473145
	Iteration 21Q: 3 clusters Score -682996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -682999.187500 Penalty: 4280.473145
	Iteration 22Q: 3 clusters Score -682999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -683002.750000 Penalty: 4280.473145
	Iteration 23Q: 3 clusters Score -683002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -683008.750000 Penalty: 4280.473145
	Iteration 24Q: 3 clusters Score -683008.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -683015.375000 Penalty: 4280.473145
	Iteration 25Q: 3 clusters Score -683015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -683018.562500 Penalty: 4280.473145
	Iteration 26Q: 3 clusters Score -683018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -683020.437500 Penalty: 4280.473145
	Iteration 27Q: 3 clusters Score -683020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -683020.687500 Penalty: 4280.473145
	Iteration 28Q: 3 clusters Score -683020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -683021.250000 Penalty: 4280.473145
	Iteration 29Q: 3 clusters Score -683021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -683022.625000 Penalty: 4280.473145
	Iteration 30Q: 3 clusters Score -683022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -683022.625000 Penalty: 4280.473145
	Iteration 31F: 3 clusters Score -683022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -540458.250000 Penalty: 2076.297607
	Iteration 0F: 2 clusters Score -540458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -536326.687500 Penalty: 4152.595215
	Iteration 0F: 3 clusters Score -536326.7 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -537224.937500 Penalty: 4152.595215
	Iteration 1F: 3 clusters Score -537224.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -537435.937500 Penalty: 4152.595215
	Iteration 2F: 3 clusters Score -537435.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -537542.937500 Penalty: 4152.595215
	Iteration 3Q: 3 clusters Score -537542.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -537618.812500 Penalty: 4152.595215
	Iteration 4Q: 3 clusters Score -537618.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -537685.562500 Penalty: 4152.595215
	Iteration 5Q: 3 clusters Score -537685.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -537739.187500 Penalty: 4152.595215
	Iteration 6Q: 3 clusters Score -537739.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -537787.562500 Penalty: 4152.595215
	Iteration 7Q: 3 clusters Score -537787.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -537850.312500 Penalty: 4152.595215
	Iteration 8Q: 3 clusters Score -537850.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -537908.750000 Penalty: 4152.595215
	Iteration 9Q: 3 clusters Score -537908.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -537972.687500 Penalty: 4152.595215
	Iteration 10Q: 3 clusters Score -537972.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -538036.000000 Penalty: 4152.595215
	Iteration 11Q: 3 clusters Score -538036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -538101.187500 Penalty: 4152.595215
	Iteration 12Q: 3 clusters Score -538101.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -538188.937500 Penalty: 4152.595215
	Iteration 13Q: 3 clusters Score -538188.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -538309.437500 Penalty: 4152.595215
	Iteration 14Q: 3 clusters Score -538309.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -538434.937500 Penalty: 4152.595215
	Iteration 15Q: 3 clusters Score -538434.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -538533.625000 Penalty: 4152.595215
	Iteration 16Q: 3 clusters Score -538533.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -538642.937500 Penalty: 4152.595215
	Iteration 17Q: 3 clusters Score -538642.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -538743.187500 Penalty: 4152.595215
	Iteration 18Q: 3 clusters Score -538743.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -538838.500000 Penalty: 4152.595215
	Iteration 19Q: 3 clusters Score -538838.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -538930.250000 Penalty: 4152.595215
	Iteration 20F: 3 clusters Score -538930.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -539015.687500 Penalty: 4152.595215
	Iteration 21Q: 3 clusters Score -539015.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -539093.375000 Penalty: 4152.595215
	Iteration 22Q: 3 clusters Score -539093.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -539164.187500 Penalty: 4152.595215
	Iteration 23Q: 3 clusters Score -539164.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -539259.937500 Penalty: 4152.595215
	Iteration 24Q: 3 clusters Score -539259.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -539353.625000 Penalty: 4152.595215
	Iteration 25Q: 3 clusters Score -539353.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -539453.375000 Penalty: 4152.595215
	Iteration 26Q: 3 clusters Score -539453.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -539578.687500 Penalty: 4152.595215
	Iteration 27Q: 3 clusters Score -539578.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -539715.812500 Penalty: 4152.595215
	Iteration 28Q: 3 clusters Score -539715.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -539842.812500 Penalty: 4152.595215
	Iteration 29Q: 3 clusters Score -539842.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -539939.625000 Penalty: 4152.595215
	Iteration 30Q: 3 clusters Score -539939.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -540012.187500 Penalty: 4152.595215
	Iteration 31Q: 3 clusters Score -540012.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -540043.375000 Penalty: 4152.595215
	Iteration 32Q: 3 clusters Score -540043.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -540066.687500 Penalty: 4152.595215
	Iteration 33Q: 3 clusters Score -540066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -540084.250000 Penalty: 4152.595215
	Iteration 34Q: 3 clusters Score -540084.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -540090.937500 Penalty: 4152.595215
	Iteration 35Q: 3 clusters Score -540090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -540092.125000 Penalty: 4152.595215
	Iteration 36Q: 3 clusters Score -540092.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -540093.437500 Penalty: 4152.595215
	Iteration 37Q: 3 clusters Score -540093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -540095.500000 Penalty: 4152.595215
	Iteration 38Q: 3 clusters Score -540095.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -540095.312500 Penalty: 4152.595215
	Iteration 39Q: 3 clusters Score -540095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -540095.312500 Penalty: 4152.595215
	Iteration 40F: 3 clusters Score -540095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183414 members 
Entering Unmasked Estep 
Score: -23533988.000000 Penalty: 3005.636230
	Iteration 0F: 2 clusters Score -2.353399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -23414290.000000 Penalty: 6011.272461
	Iteration 0F: 3 clusters Score -2.341429e+07 nChanged 88121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -23466312.000000 Penalty: 6011.272461
	Iteration 1F: 3 clusters Score -2.346631e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -23467274.000000 Penalty: 6011.272461
	Iteration 2Q: 3 clusters Score -2.346727e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89547 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -23468732.000000 Penalty: 6011.272461
	Iteration 3Q: 3 clusters Score -2.346873e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -23470406.000000 Penalty: 6011.272461
	Iteration 4Q: 3 clusters Score -2.347041e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -23472836.000000 Penalty: 6011.272461
	Iteration 5Q: 3 clusters Score -2.347284e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -23476368.000000 Penalty: 6011.272461
	Iteration 6Q: 3 clusters Score -2.347637e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 96551 members 
Entering Unmasked Estep 
Score: -23481590.000000 Penalty: 6011.272461
	Iteration 7Q: 3 clusters Score -2.348159e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -23489084.000000 Penalty: 6011.272461
	Iteration 8F: 3 clusters Score -2.348908e+07 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -23498308.000000 Penalty: 6011.272461
	Iteration 9F: 3 clusters Score -2.349831e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -23505396.000000 Penalty: 6011.272461
	Iteration 10F: 3 clusters Score -2.35054e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -23508280.000000 Penalty: 6011.272461
	Iteration 11Q: 3 clusters Score -2.350828e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -23509492.000000 Penalty: 6011.272461
	Iteration 12Q: 3 clusters Score -2.350949e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -23510482.000000 Penalty: 6011.272461
	Iteration 13Q: 3 clusters Score -2.351048e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -23511064.000000 Penalty: 6011.272461
	Iteration 14Q: 3 clusters Score -2.351106e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -23511754.000000 Penalty: 6011.272461
	Iteration 15Q: 3 clusters Score -2.351175e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94320 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -23512350.000000 Penalty: 6011.272461
	Iteration 16Q: 3 clusters Score -2.351235e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -23512902.000000 Penalty: 6011.272461
	Iteration 17Q: 3 clusters Score -2.35129e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -23513492.000000 Penalty: 6011.272461
	Iteration 18Q: 3 clusters Score -2.351349e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -23514082.000000 Penalty: 6011.272461
	Iteration 19Q: 3 clusters Score -2.351408e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -23514518.000000 Penalty: 6011.272461
	Iteration 20F: 3 clusters Score -2.351452e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -23514950.000000 Penalty: 6011.272461
	Iteration 21Q: 3 clusters Score -2.351495e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -23515206.000000 Penalty: 6011.272461
	Iteration 22Q: 3 clusters Score -2.351521e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -23515660.000000 Penalty: 6011.272461
	Iteration 23Q: 3 clusters Score -2.351566e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -23515924.000000 Penalty: 6011.272461
	Iteration 24Q: 3 clusters Score -2.351592e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -23516334.000000 Penalty: 6011.272461
	Iteration 25Q: 3 clusters Score -2.351633e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109954 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -23516666.000000 Penalty: 6011.272461
	Iteration 26Q: 3 clusters Score -2.351667e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -23516920.000000 Penalty: 6011.272461
	Iteration 27Q: 3 clusters Score -2.351692e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -23517376.000000 Penalty: 6011.272461
	Iteration 28Q: 3 clusters Score -2.351738e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115544 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -23517880.000000 Penalty: 6011.272461
	Iteration 29Q: 3 clusters Score -2.351788e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117427 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -23518202.000000 Penalty: 6011.272461
	Iteration 30Q: 3 clusters Score -2.35182e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -23518598.000000 Penalty: 6011.272461
	Iteration 31Q: 3 clusters Score -2.35186e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121313 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -23518950.000000 Penalty: 6011.272461
	Iteration 32Q: 3 clusters Score -2.351895e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123384 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -23519322.000000 Penalty: 6011.272461
	Iteration 33Q: 3 clusters Score -2.351932e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125532 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -23519728.000000 Penalty: 6011.272461
	Iteration 34Q: 3 clusters Score -2.351973e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -23520154.000000 Penalty: 6011.272461
	Iteration 35Q: 3 clusters Score -2.352015e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129968 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -23520538.000000 Penalty: 6011.272461
	Iteration 36Q: 3 clusters Score -2.352054e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132338 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -23521012.000000 Penalty: 6011.272461
	Iteration 37Q: 3 clusters Score -2.352101e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -23521516.000000 Penalty: 6011.272461
	Iteration 38Q: 3 clusters Score -2.352152e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -23521934.000000 Penalty: 6011.272461
	Iteration 39Q: 3 clusters Score -2.352193e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139702 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -23522538.000000 Penalty: 6011.272461
	Iteration 40F: 3 clusters Score -2.352254e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142132 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -23523156.000000 Penalty: 6011.272461
	Iteration 41Q: 3 clusters Score -2.352316e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -23523820.000000 Penalty: 6011.272461
	Iteration 42Q: 3 clusters Score -2.352382e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -23524350.000000 Penalty: 6011.272461
	Iteration 43Q: 3 clusters Score -2.352435e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -23524882.000000 Penalty: 6011.272461
	Iteration 44Q: 3 clusters Score -2.352488e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151528 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -23525538.000000 Penalty: 6011.272461
	Iteration 45Q: 3 clusters Score -2.352554e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -23526224.000000 Penalty: 6011.272461
	Iteration 46Q: 3 clusters Score -2.352622e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -23526878.000000 Penalty: 6011.272461
	Iteration 47Q: 3 clusters Score -2.352688e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -23527700.000000 Penalty: 6011.272461
	Iteration 48Q: 3 clusters Score -2.35277e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160553 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -23528508.000000 Penalty: 6011.272461
	Iteration 49Q: 3 clusters Score -2.352851e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -23529078.000000 Penalty: 6011.272461
	Iteration 50Q: 3 clusters Score -2.352908e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -23529726.000000 Penalty: 6011.272461
	Iteration 51Q: 3 clusters Score -2.352973e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -23530122.000000 Penalty: 6011.272461
	Iteration 52Q: 3 clusters Score -2.353012e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -23530374.000000 Penalty: 6011.272461
	Iteration 53Q: 3 clusters Score -2.353037e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -23530922.000000 Penalty: 6011.272461
	Iteration 54Q: 3 clusters Score -2.353092e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -23531226.000000 Penalty: 6011.272461
	Iteration 55Q: 3 clusters Score -2.353123e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -23531498.000000 Penalty: 6011.272461
	Iteration 56Q: 3 clusters Score -2.35315e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173280 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -23531754.000000 Penalty: 6011.272461
	Iteration 57Q: 3 clusters Score -2.353175e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174272 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -23531862.000000 Penalty: 6011.272461
	Iteration 58Q: 3 clusters Score -2.353186e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175194 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -23532054.000000 Penalty: 6011.272461
	Iteration 59Q: 3 clusters Score -2.353205e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -23532220.000000 Penalty: 6011.272461
	Iteration 60F: 3 clusters Score -2.353222e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176647 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -23532318.000000 Penalty: 6011.272461
	Iteration 61Q: 3 clusters Score -2.353232e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177252 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -23532456.000000 Penalty: 6011.272461
	Iteration 62Q: 3 clusters Score -2.353246e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -23532520.000000 Penalty: 6011.272461
	Iteration 63Q: 3 clusters Score -2.353252e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23532582.000000 Penalty: 6011.272461
	Iteration 64Q: 3 clusters Score -2.353258e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178549 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -23532546.000000 Penalty: 6011.272461
	Iteration 65Q: 3 clusters Score -2.353255e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -23532488.000000 Penalty: 6011.272461
	Iteration 66Q: 3 clusters Score -2.353249e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179122 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -23532554.000000 Penalty: 6011.272461
	Iteration 67Q: 3 clusters Score -2.353255e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23532564.000000 Penalty: 6011.272461
	Iteration 68Q: 3 clusters Score -2.353256e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -23532548.000000 Penalty: 6011.272461
	Iteration 69Q: 3 clusters Score -2.353255e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -23532598.000000 Penalty: 6011.272461
	Iteration 70Q: 3 clusters Score -2.35326e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179886 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -23532552.000000 Penalty: 6011.272461
	Iteration 71Q: 3 clusters Score -2.353255e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180017 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -23532540.000000 Penalty: 6011.272461
	Iteration 72Q: 3 clusters Score -2.353254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180123 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -23532592.000000 Penalty: 6011.272461
	Iteration 73Q: 3 clusters Score -2.353259e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180218 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -23532548.000000 Penalty: 6011.272461
	Iteration 74Q: 3 clusters Score -2.353255e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180304 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -23532538.000000 Penalty: 6011.272461
	Iteration 75Q: 3 clusters Score -2.353254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180369 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23532510.000000 Penalty: 6011.272461
	Iteration 76Q: 3 clusters Score -2.353251e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180447 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -23532524.000000 Penalty: 6011.272461
	Iteration 77Q: 3 clusters Score -2.353252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180517 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -23532534.000000 Penalty: 6011.272461
	Iteration 78Q: 3 clusters Score -2.353253e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180586 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -23532504.000000 Penalty: 6011.272461
	Iteration 79Q: 3 clusters Score -2.35325e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180642 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -23532542.000000 Penalty: 6011.272461
	Iteration 80F: 3 clusters Score -2.353254e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -23532540.000000 Penalty: 6011.272461
	Iteration 81Q: 3 clusters Score -2.353254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180730 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -23532522.000000 Penalty: 6011.272461
	Iteration 82Q: 3 clusters Score -2.353252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180779 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -23532502.000000 Penalty: 6011.272461
	Iteration 83Q: 3 clusters Score -2.35325e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180818 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -23532512.000000 Penalty: 6011.272461
	Iteration 84Q: 3 clusters Score -2.353251e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180850 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23532518.000000 Penalty: 6011.272461
	Iteration 85Q: 3 clusters Score -2.353252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180876 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -23532510.000000 Penalty: 6011.272461
	Iteration 86Q: 3 clusters Score -2.353251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180899 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23532512.000000 Penalty: 6011.272461
	Iteration 87Q: 3 clusters Score -2.353251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -23532508.000000 Penalty: 6011.272461
	Iteration 88Q: 3 clusters Score -2.353251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180950 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -23532502.000000 Penalty: 6011.272461
	Iteration 89Q: 3 clusters Score -2.35325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -23532504.000000 Penalty: 6011.272461
	Iteration 90Q: 3 clusters Score -2.35325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181006 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -23532504.000000 Penalty: 6011.272461
	Iteration 91Q: 3 clusters Score -2.35325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181028 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -23532520.000000 Penalty: 6011.272461
	Iteration 92Q: 3 clusters Score -2.353252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181046 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23532524.000000 Penalty: 6011.272461
	Iteration 93Q: 3 clusters Score -2.353252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181060 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -23532540.000000 Penalty: 6011.272461
	Iteration 94Q: 3 clusters Score -2.353254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181074 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -23532540.000000 Penalty: 6011.272461
	Iteration 95Q: 3 clusters Score -2.353254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181086 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -23532514.000000 Penalty: 6011.272461
	Iteration 96Q: 3 clusters Score -2.353251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181099 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23532520.000000 Penalty: 6011.272461
	Iteration 97Q: 3 clusters Score -2.353252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181107 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -23532508.000000 Penalty: 6011.272461
	Iteration 98Q: 3 clusters Score -2.353251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181116 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -23532500.000000 Penalty: 6011.272461
	Iteration 99Q: 3 clusters Score -2.35325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181120 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23532496.000000 Penalty: 6011.272461
	Iteration 100F: 3 clusters Score -2.35325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23532500.000000 Penalty: 6011.272461
	Iteration 101Q: 3 clusters Score -2.35325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23532500.000000 Penalty: 6011.272461
	Iteration 102F: 3 clusters Score -2.35325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Entering Unmasked Estep 
Score: -7958260.000000 Penalty: 2743.796875
	Iteration 0F: 2 clusters Score -7958260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -7915445.500000 Penalty: 5487.593750
	Iteration 0F: 3 clusters Score -7915446 nChanged 29734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -7931967.500000 Penalty: 5487.593750
	Iteration 1F: 3 clusters Score -7931968 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -7932443.000000 Penalty: 5487.593750
	Iteration 2Q: 3 clusters Score -7932443 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -7932919.000000 Penalty: 5487.593750
	Iteration 3Q: 3 clusters Score -7932919 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7933435.500000 Penalty: 5487.593750
	Iteration 4Q: 3 clusters Score -7933436 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -7934074.500000 Penalty: 5487.593750
	Iteration 5Q: 3 clusters Score -7934074 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -7934969.500000 Penalty: 5487.593750
	Iteration 6Q: 3 clusters Score -7934970 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7936440.000000 Penalty: 5487.593750
	Iteration 7Q: 3 clusters Score -7936440 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -7938776.500000 Penalty: 5487.593750
	Iteration 8F: 3 clusters Score -7938776 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -7942354.500000 Penalty: 5487.593750
	Iteration 9F: 3 clusters Score -7942354 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7946944.500000 Penalty: 5487.593750
	Iteration 10F: 3 clusters Score -7946944 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -7951433.000000 Penalty: 5487.593750
	Iteration 11F: 3 clusters Score -7951433 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7954087.000000 Penalty: 5487.593750
	Iteration 12Q: 3 clusters Score -7954087 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7955205.000000 Penalty: 5487.593750
	Iteration 13Q: 3 clusters Score -7955205 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7955559.000000 Penalty: 5487.593750
	Iteration 14Q: 3 clusters Score -7955559 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7955715.000000 Penalty: 5487.593750
	Iteration 15Q: 3 clusters Score -7955715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7955800.000000 Penalty: 5487.593750
	Iteration 16Q: 3 clusters Score -7955800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7955863.500000 Penalty: 5487.593750
	Iteration 17Q: 3 clusters Score -7955864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7955900.500000 Penalty: 5487.593750
	Iteration 18Q: 3 clusters Score -7955900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7955924.500000 Penalty: 5487.593750
	Iteration 19Q: 3 clusters Score -7955924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7955949.500000 Penalty: 5487.593750
	Iteration 20F: 3 clusters Score -7955950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7955950.500000 Penalty: 5487.593750
	Iteration 21Q: 3 clusters Score -7955950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7955963.000000 Penalty: 5487.593750
	Iteration 22Q: 3 clusters Score -7955963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7955962.000000 Penalty: 5487.593750
	Iteration 23Q: 3 clusters Score -7955962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7955960.000000 Penalty: 5487.593750
	Iteration 24Q: 3 clusters Score -7955960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7955960.000000 Penalty: 5487.593750
	Iteration 25F: 3 clusters Score -7955960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Entering Unmasked Estep 
Score: -4122124.500000 Penalty: 2570.446045
	Iteration 0F: 2 clusters Score -4122124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4100439.000000 Penalty: 5140.892090
	Iteration 0F: 3 clusters Score -4100439 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4108408.250000 Penalty: 5140.892090
	Iteration 1F: 3 clusters Score -4108408 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4108866.750000 Penalty: 5140.892090
	Iteration 2Q: 3 clusters Score -4108867 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4109367.000000 Penalty: 5140.892090
	Iteration 3Q: 3 clusters Score -4109367 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4109962.500000 Penalty: 5140.892090
	Iteration 4Q: 3 clusters Score -4109962 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4110810.500000 Penalty: 5140.892090
	Iteration 5F: 3 clusters Score -4110810 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4112059.500000 Penalty: 5140.892090
	Iteration 6F: 3 clusters Score -4112060 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -4113797.500000 Penalty: 5140.892090
	Iteration 7F: 3 clusters Score -4113798 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4115810.750000 Penalty: 5140.892090
	Iteration 8F: 3 clusters Score -4115811 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4117594.250000 Penalty: 5140.892090
	Iteration 9F: 3 clusters Score -4117594 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -4118790.000000 Penalty: 5140.892090
	Iteration 10Q: 3 clusters Score -4118790 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4119450.250000 Penalty: 5140.892090
	Iteration 11Q: 3 clusters Score -4119450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4119737.250000 Penalty: 5140.892090
	Iteration 12Q: 3 clusters Score -4119737 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4119887.500000 Penalty: 5140.892090
	Iteration 13Q: 3 clusters Score -4119888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4119973.750000 Penalty: 5140.892090
	Iteration 14Q: 3 clusters Score -4119974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -4120035.500000 Penalty: 5140.892090
	Iteration 15Q: 3 clusters Score -4120036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4120062.000000 Penalty: 5140.892090
	Iteration 16Q: 3 clusters Score -4120062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4120066.500000 Penalty: 5140.892090
	Iteration 17Q: 3 clusters Score -4120066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4120070.500000 Penalty: 5140.892090
	Iteration 18Q: 3 clusters Score -4120070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4120079.500000 Penalty: 5140.892090
	Iteration 19Q: 3 clusters Score -4120080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4120072.750000 Penalty: 5140.892090
	Iteration 20F: 3 clusters Score -4120073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4120078.250000 Penalty: 5140.892090
	Iteration 21Q: 3 clusters Score -4120078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4120079.750000 Penalty: 5140.892090
	Iteration 22Q: 3 clusters Score -4120080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4120082.250000 Penalty: 5140.892090
	Iteration 23Q: 3 clusters Score -4120082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -4120085.500000 Penalty: 5140.892090
	Iteration 24Q: 3 clusters Score -4120086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4120086.750000 Penalty: 5140.892090
	Iteration 25Q: 3 clusters Score -4120087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4120086.500000 Penalty: 5140.892090
	Iteration 26Q: 3 clusters Score -4120086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4120087.250000 Penalty: 5140.892090
	Iteration 27Q: 3 clusters Score -4120087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4120087.750000 Penalty: 5140.892090
	Iteration 28Q: 3 clusters Score -4120088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4120088.000000 Penalty: 5140.892090
	Iteration 29Q: 3 clusters Score -4120088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4120091.000000 Penalty: 5140.892090
	Iteration 30Q: 3 clusters Score -4120091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4120092.000000 Penalty: 5140.892090
	Iteration 31Q: 3 clusters Score -4120092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -4120091.500000 Penalty: 5140.892090
	Iteration 32Q: 3 clusters Score -4120092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -4120096.750000 Penalty: 5140.892090
	Iteration 33Q: 3 clusters Score -4120097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4120097.000000 Penalty: 5140.892090
	Iteration 34Q: 3 clusters Score -4120097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4120094.000000 Penalty: 5140.892090
	Iteration 35Q: 3 clusters Score -4120094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -4120089.750000 Penalty: 5140.892090
	Iteration 36Q: 3 clusters Score -4120090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4120092.500000 Penalty: 5140.892090
	Iteration 37Q: 3 clusters Score -4120092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4120096.750000 Penalty: 5140.892090
	Iteration 38Q: 3 clusters Score -4120097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4120099.500000 Penalty: 5140.892090
	Iteration 39Q: 3 clusters Score -4120100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4120098.000000 Penalty: 5140.892090
	Iteration 40F: 3 clusters Score -4120098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4120096.250000 Penalty: 5140.892090
	Iteration 41Q: 3 clusters Score -4120096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4120101.750000 Penalty: 5140.892090
	Iteration 42Q: 3 clusters Score -4120102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4120102.000000 Penalty: 5140.892090
	Iteration 43Q: 3 clusters Score -4120102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4120104.500000 Penalty: 5140.892090
	Iteration 44Q: 3 clusters Score -4120104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4120100.500000 Penalty: 5140.892090
	Iteration 45Q: 3 clusters Score -4120100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4120104.000000 Penalty: 5140.892090
	Iteration 46Q: 3 clusters Score -4120104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -4120105.500000 Penalty: 5140.892090
	Iteration 47Q: 3 clusters Score -4120106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4120105.750000 Penalty: 5140.892090
	Iteration 48Q: 3 clusters Score -4120106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4120106.250000 Penalty: 5140.892090
	Iteration 49Q: 3 clusters Score -4120106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4120105.750000 Penalty: 5140.892090
	Iteration 50Q: 3 clusters Score -4120106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4120105.750000 Penalty: 5140.892090
	Iteration 51F: 3 clusters Score -4120106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 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 327 members 
Entering Unmasked Estep 
Score: -75774.718750 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75774.72 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76033.695312 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76033.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76114.351562 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76114.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76155.125000 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -76155.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76217.437500 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -76217.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76325.625000 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -76325.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -76464.148438 Penalty: 3232.764893
	Iteration 6F: 3 clusters Score -76464.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76727.796875 Penalty: 3232.764893
	Iteration 7F: 3 clusters Score -76727.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76938.820312 Penalty: 3232.764893
	Iteration 8F: 3 clusters Score -76938.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77093.562500 Penalty: 3232.764893
	Iteration 9F: 3 clusters Score -77093.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77166.195312 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -77166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -77200.195312 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -77200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77234.304688 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -77234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77242.992188 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -77242.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77256.179688 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -77256.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77279.562500 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -77279.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77298.414062 Penalty: 3232.764893
	Iteration 16Q: 3 clusters Score -77298.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77298.414062 Penalty: 3232.764893
	Iteration 17F: 3 clusters Score -77298.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (186710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186710 members 
Entering Unmasked Estep 
Score: -23979740.000000 Penalty: 3010.053467
	Iteration 0F: 2 clusters Score -2.397974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -23859180.000000 Penalty: 6020.106934
	Iteration 0F: 3 clusters Score -2.385918e+07 nChanged 89871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -23911196.000000 Penalty: 6020.106934
	Iteration 1F: 3 clusters Score -2.39112e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -23912276.000000 Penalty: 6020.106934
	Iteration 2Q: 3 clusters Score -2.391228e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -23913586.000000 Penalty: 6020.106934
	Iteration 3Q: 3 clusters Score -2.391359e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -23915758.000000 Penalty: 6020.106934
	Iteration 4Q: 3 clusters Score -2.391576e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -23919268.000000 Penalty: 6020.106934
	Iteration 5Q: 3 clusters Score -2.391927e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -23925714.000000 Penalty: 6020.106934
	Iteration 6F: 3 clusters Score -2.392571e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -23935968.000000 Penalty: 6020.106934
	Iteration 7F: 3 clusters Score -2.393597e+07 nChanged 15214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 152582 members 
Entering Unmasked Estep 
Score: -23948876.000000 Penalty: 6020.106934
	Iteration 8F: 3 clusters Score -2.394888e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 166627 members 
Entering Unmasked Estep 
Score: -23961968.000000 Penalty: 6020.106934
	Iteration 9F: 3 clusters Score -2.396197e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 176727 members 
Entering Unmasked Estep 
Score: -23970424.000000 Penalty: 6020.106934
	Iteration 10F: 3 clusters Score -2.397042e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 182300 members 
Entering Unmasked Estep 
Score: -23974422.000000 Penalty: 6020.106934
	Iteration 11Q: 3 clusters Score -2.397442e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 184773 members 
Entering Unmasked Estep 
Score: -23975986.000000 Penalty: 6020.106934
	Iteration 12Q: 3 clusters Score -2.397599e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 185683 members 
Entering Unmasked Estep 
Score: -23976562.000000 Penalty: 6020.106934
	Iteration 13Q: 3 clusters Score -2.397656e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 186016 members 
Entering Unmasked Estep 
Score: -23976786.000000 Penalty: 6020.106934
	Iteration 14Q: 3 clusters Score -2.397679e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 186158 members 
Entering Unmasked Estep 
Score: -23976908.000000 Penalty: 6020.106934
	Iteration 15Q: 3 clusters Score -2.397691e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 186229 members 
Entering Unmasked Estep 
Score: -23977008.000000 Penalty: 6020.106934
	Iteration 16Q: 3 clusters Score -2.397701e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 186270 members 
Entering Unmasked Estep 
Score: -23977068.000000 Penalty: 6020.106934
	Iteration 17Q: 3 clusters Score -2.397707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 186301 members 
Entering Unmasked Estep 
Score: -23977112.000000 Penalty: 6020.106934
	Iteration 18Q: 3 clusters Score -2.397711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 186319 members 
Entering Unmasked Estep 
Score: -23977086.000000 Penalty: 6020.106934
	Iteration 19Q: 3 clusters Score -2.397709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 186326 members 
Entering Unmasked Estep 
Score: -23977090.000000 Penalty: 6020.106934
	Iteration 20F: 3 clusters Score -2.397709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 186333 members 
Entering Unmasked Estep 
Score: -23977102.000000 Penalty: 6020.106934
	Iteration 21Q: 3 clusters Score -2.39771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186331 members 
Entering Unmasked Estep 
Score: -23977108.000000 Penalty: 6020.106934
	Iteration 22Q: 3 clusters Score -2.397711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 186332 members 
Entering Unmasked Estep 
Score: -23977120.000000 Penalty: 6020.106934
	Iteration 23Q: 3 clusters Score -2.397712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186331 members 
Entering Unmasked Estep 
Score: -23977114.000000 Penalty: 6020.106934
	Iteration 24Q: 3 clusters Score -2.397711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 186336 members 
Entering Unmasked Estep 
Score: -23977126.000000 Penalty: 6020.106934
	Iteration 25Q: 3 clusters Score -2.397713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 186339 members 
Entering Unmasked Estep 
Score: -23977132.000000 Penalty: 6020.106934
	Iteration 26Q: 3 clusters Score -2.397713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -23977126.000000 Penalty: 6020.106934
	Iteration 27Q: 3 clusters Score -2.397713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 186337 members 
Entering Unmasked Estep 
Score: -23977124.000000 Penalty: 6020.106934
	Iteration 28Q: 3 clusters Score -2.397712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 186338 members 
Entering Unmasked Estep 
Score: -23977126.000000 Penalty: 6020.106934
	Iteration 29Q: 3 clusters Score -2.397713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 186339 members 
Entering Unmasked Estep 
Score: -23977144.000000 Penalty: 6020.106934
	Iteration 30Q: 3 clusters Score -2.397714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 186340 members 
Entering Unmasked Estep 
Score: -23977140.000000 Penalty: 6020.106934
	Iteration 31Q: 3 clusters Score -2.397714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 186340 members 
Entering Unmasked Estep 
Score: -23977140.000000 Penalty: 6020.106934
	Iteration 32F: 3 clusters Score -2.397714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243593 members 
Entering Unmasked Estep 
Score: -31127724.000000 Penalty: 3076.007080
	Iteration 0F: 2 clusters Score -3.112772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -30981782.000000 Penalty: 6152.014160
	Iteration 0F: 3 clusters Score -3.098178e+07 nChanged 117878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 121932 members 
Entering Unmasked Estep 
Score: -31050732.000000 Penalty: 6152.014160
	Iteration 1F: 3 clusters Score -3.105073e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -31052156.000000 Penalty: 6152.014160
	Iteration 2Q: 3 clusters Score -3.105216e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121302 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -31053692.000000 Penalty: 6152.014160
	Iteration 3Q: 3 clusters Score -3.105369e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -31055760.000000 Penalty: 6152.014160
	Iteration 4Q: 3 clusters Score -3.105576e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120361 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -31058586.000000 Penalty: 6152.014160
	Iteration 5Q: 3 clusters Score -3.105859e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 124438 members 
Entering Unmasked Estep 
Score: -31062378.000000 Penalty: 6152.014160
	Iteration 6Q: 3 clusters Score -3.106238e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -31067778.000000 Penalty: 6152.014160
	Iteration 7Q: 3 clusters Score -3.106778e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114140 members 
Mstep: Class 2 contains 129453 members 
Entering Unmasked Estep 
Score: -31075254.000000 Penalty: 6152.014160
	Iteration 8F: 3 clusters Score -3.107525e+07 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110421 members 
Mstep: Class 2 contains 133172 members 
Entering Unmasked Estep 
Score: -31084596.000000 Penalty: 6152.014160
	Iteration 9F: 3 clusters Score -3.10846e+07 nChanged 14577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 136977 members 
Entering Unmasked Estep 
Score: -31094116.000000 Penalty: 6152.014160
	Iteration 10F: 3 clusters Score -3.109412e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 140286 members 
Entering Unmasked Estep 
Score: -31100960.000000 Penalty: 6152.014160
	Iteration 11F: 3 clusters Score -3.110096e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 143115 members 
Entering Unmasked Estep 
Score: -31104682.000000 Penalty: 6152.014160
	Iteration 12Q: 3 clusters Score -3.110468e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 145439 members 
Entering Unmasked Estep 
Score: -31106392.000000 Penalty: 6152.014160
	Iteration 13Q: 3 clusters Score -3.110639e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -31107562.000000 Penalty: 6152.014160
	Iteration 14Q: 3 clusters Score -3.110756e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -31108458.000000 Penalty: 6152.014160
	Iteration 15Q: 3 clusters Score -3.110846e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 150883 members 
Entering Unmasked Estep 
Score: -31109562.000000 Penalty: 6152.014160
	Iteration 16Q: 3 clusters Score -3.110956e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 152474 members 
Entering Unmasked Estep 
Score: -31110438.000000 Penalty: 6152.014160
	Iteration 17Q: 3 clusters Score -3.111044e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -31111370.000000 Penalty: 6152.014160
	Iteration 18Q: 3 clusters Score -3.111137e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 155419 members 
Entering Unmasked Estep 
Score: -31112042.000000 Penalty: 6152.014160
	Iteration 19Q: 3 clusters Score -3.111204e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -31112666.000000 Penalty: 6152.014160
	Iteration 20F: 3 clusters Score -3.111267e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -31113322.000000 Penalty: 6152.014160
	Iteration 21Q: 3 clusters Score -3.111332e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -31114072.000000 Penalty: 6152.014160
	Iteration 22Q: 3 clusters Score -3.111407e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -31114680.000000 Penalty: 6152.014160
	Iteration 23Q: 3 clusters Score -3.111468e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 161453 members 
Entering Unmasked Estep 
Score: -31115364.000000 Penalty: 6152.014160
	Iteration 24Q: 3 clusters Score -3.111536e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -31116148.000000 Penalty: 6152.014160
	Iteration 25Q: 3 clusters Score -3.111615e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 163277 members 
Entering Unmasked Estep 
Score: -31116574.000000 Penalty: 6152.014160
	Iteration 26Q: 3 clusters Score -3.111657e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -31116934.000000 Penalty: 6152.014160
	Iteration 27Q: 3 clusters Score -3.111693e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -31117488.000000 Penalty: 6152.014160
	Iteration 28Q: 3 clusters Score -3.111749e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 165806 members 
Entering Unmasked Estep 
Score: -31117822.000000 Penalty: 6152.014160
	Iteration 29Q: 3 clusters Score -3.111782e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 166612 members 
Entering Unmasked Estep 
Score: -31118170.000000 Penalty: 6152.014160
	Iteration 30Q: 3 clusters Score -3.111817e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 167588 members 
Entering Unmasked Estep 
Score: -31118290.000000 Penalty: 6152.014160
	Iteration 31Q: 3 clusters Score -3.111829e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 168507 members 
Entering Unmasked Estep 
Score: -31118644.000000 Penalty: 6152.014160
	Iteration 32Q: 3 clusters Score -3.111864e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 169487 members 
Entering Unmasked Estep 
Score: -31118918.000000 Penalty: 6152.014160
	Iteration 33Q: 3 clusters Score -3.111892e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -31119086.000000 Penalty: 6152.014160
	Iteration 34Q: 3 clusters Score -3.111909e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 171698 members 
Entering Unmasked Estep 
Score: -31119276.000000 Penalty: 6152.014160
	Iteration 35Q: 3 clusters Score -3.111928e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -31119440.000000 Penalty: 6152.014160
	Iteration 36Q: 3 clusters Score -3.111944e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 173985 members 
Entering Unmasked Estep 
Score: -31119574.000000 Penalty: 6152.014160
	Iteration 37Q: 3 clusters Score -3.111957e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 175181 members 
Entering Unmasked Estep 
Score: -31119752.000000 Penalty: 6152.014160
	Iteration 38Q: 3 clusters Score -3.111975e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 176449 members 
Entering Unmasked Estep 
Score: -31119776.000000 Penalty: 6152.014160
	Iteration 39Q: 3 clusters Score -3.111978e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 177721 members 
Entering Unmasked Estep 
Score: -31119970.000000 Penalty: 6152.014160
	Iteration 40F: 3 clusters Score -3.111997e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 178953 members 
Entering Unmasked Estep 
Score: -31120124.000000 Penalty: 6152.014160
	Iteration 41Q: 3 clusters Score -3.112012e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 180233 members 
Entering Unmasked Estep 
Score: -31120068.000000 Penalty: 6152.014160
	Iteration 42Q: 3 clusters Score -3.112007e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 181443 members 
Entering Unmasked Estep 
Score: -31120132.000000 Penalty: 6152.014160
	Iteration 43Q: 3 clusters Score -3.112013e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 182689 members 
Entering Unmasked Estep 
Score: -31120234.000000 Penalty: 6152.014160
	Iteration 44Q: 3 clusters Score -3.112023e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 183879 members 
Entering Unmasked Estep 
Score: -31120292.000000 Penalty: 6152.014160
	Iteration 45Q: 3 clusters Score -3.112029e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 185042 members 
Entering Unmasked Estep 
Score: -31120218.000000 Penalty: 6152.014160
	Iteration 46Q: 3 clusters Score -3.112022e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 186251 members 
Entering Unmasked Estep 
Score: -31120216.000000 Penalty: 6152.014160
	Iteration 47Q: 3 clusters Score -3.112022e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 187424 members 
Entering Unmasked Estep 
Score: -31120254.000000 Penalty: 6152.014160
	Iteration 48Q: 3 clusters Score -3.112025e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 188576 members 
Entering Unmasked Estep 
Score: -31120200.000000 Penalty: 6152.014160
	Iteration 49Q: 3 clusters Score -3.11202e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 189710 members 
Entering Unmasked Estep 
Score: -31120166.000000 Penalty: 6152.014160
	Iteration 50Q: 3 clusters Score -3.112017e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 190840 members 
Entering Unmasked Estep 
Score: -31120148.000000 Penalty: 6152.014160
	Iteration 51Q: 3 clusters Score -3.112015e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 192004 members 
Entering Unmasked Estep 
Score: -31120146.000000 Penalty: 6152.014160
	Iteration 52Q: 3 clusters Score -3.112015e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 193200 members 
Entering Unmasked Estep 
Score: -31120160.000000 Penalty: 6152.014160
	Iteration 53Q: 3 clusters Score -3.112016e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 194416 members 
Entering Unmasked Estep 
Score: -31120148.000000 Penalty: 6152.014160
	Iteration 54Q: 3 clusters Score -3.112015e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 195622 members 
Entering Unmasked Estep 
Score: -31120080.000000 Penalty: 6152.014160
	Iteration 55Q: 3 clusters Score -3.112008e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 196868 members 
Entering Unmasked Estep 
Score: -31120036.000000 Penalty: 6152.014160
	Iteration 56Q: 3 clusters Score -3.112004e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 198131 members 
Entering Unmasked Estep 
Score: -31120078.000000 Penalty: 6152.014160
	Iteration 57Q: 3 clusters Score -3.112008e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 199478 members 
Entering Unmasked Estep 
Score: -31120218.000000 Penalty: 6152.014160
	Iteration 58Q: 3 clusters Score -3.112022e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 200802 members 
Entering Unmasked Estep 
Score: -31120252.000000 Penalty: 6152.014160
	Iteration 59Q: 3 clusters Score -3.112025e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 202158 members 
Entering Unmasked Estep 
Score: -31120226.000000 Penalty: 6152.014160
	Iteration 60F: 3 clusters Score -3.112023e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 203475 members 
Entering Unmasked Estep 
Score: -31120328.000000 Penalty: 6152.014160
	Iteration 61Q: 3 clusters Score -3.112033e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 204856 members 
Entering Unmasked Estep 
Score: -31120278.000000 Penalty: 6152.014160
	Iteration 62Q: 3 clusters Score -3.112028e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 206233 members 
Entering Unmasked Estep 
Score: -31120362.000000 Penalty: 6152.014160
	Iteration 63Q: 3 clusters Score -3.112036e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 207632 members 
Entering Unmasked Estep 
Score: -31120546.000000 Penalty: 6152.014160
	Iteration 64Q: 3 clusters Score -3.112055e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 209081 members 
Entering Unmasked Estep 
Score: -31120644.000000 Penalty: 6152.014160
	Iteration 65Q: 3 clusters Score -3.112064e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 210530 members 
Entering Unmasked Estep 
Score: -31120682.000000 Penalty: 6152.014160
	Iteration 66Q: 3 clusters Score -3.112068e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 212040 members 
Entering Unmasked Estep 
Score: -31120796.000000 Penalty: 6152.014160
	Iteration 67Q: 3 clusters Score -3.11208e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 213542 members 
Entering Unmasked Estep 
Score: -31120796.000000 Penalty: 6152.014160
	Iteration 68Q: 3 clusters Score -3.11208e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 215090 members 
Entering Unmasked Estep 
Score: -31120788.000000 Penalty: 6152.014160
	Iteration 69Q: 3 clusters Score -3.112079e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 216608 members 
Entering Unmasked Estep 
Score: -31120982.000000 Penalty: 6152.014160
	Iteration 70Q: 3 clusters Score -3.112098e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 218205 members 
Entering Unmasked Estep 
Score: -31121144.000000 Penalty: 6152.014160
	Iteration 71Q: 3 clusters Score -3.112114e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 219813 members 
Entering Unmasked Estep 
Score: -31121292.000000 Penalty: 6152.014160
	Iteration 72Q: 3 clusters Score -3.112129e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 221390 members 
Entering Unmasked Estep 
Score: -31121492.000000 Penalty: 6152.014160
	Iteration 73Q: 3 clusters Score -3.112149e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 222942 members 
Entering Unmasked Estep 
Score: -31121640.000000 Penalty: 6152.014160
	Iteration 74Q: 3 clusters Score -3.112164e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 224391 members 
Entering Unmasked Estep 
Score: -31121874.000000 Penalty: 6152.014160
	Iteration 75Q: 3 clusters Score -3.112187e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 225787 members 
Entering Unmasked Estep 
Score: -31122076.000000 Penalty: 6152.014160
	Iteration 76Q: 3 clusters Score -3.112208e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 227110 members 
Entering Unmasked Estep 
Score: -31122238.000000 Penalty: 6152.014160
	Iteration 77Q: 3 clusters Score -3.112224e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 228316 members 
Entering Unmasked Estep 
Score: -31122380.000000 Penalty: 6152.014160
	Iteration 78Q: 3 clusters Score -3.112238e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 229465 members 
Entering Unmasked Estep 
Score: -31122618.000000 Penalty: 6152.014160
	Iteration 79Q: 3 clusters Score -3.112262e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 230548 members 
Entering Unmasked Estep 
Score: -31122862.000000 Penalty: 6152.014160
	Iteration 80F: 3 clusters Score -3.112286e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 231554 members 
Entering Unmasked Estep 
Score: -31123082.000000 Penalty: 6152.014160
	Iteration 81Q: 3 clusters Score -3.112308e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 232502 members 
Entering Unmasked Estep 
Score: -31123330.000000 Penalty: 6152.014160
	Iteration 82Q: 3 clusters Score -3.112333e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 233395 members 
Entering Unmasked Estep 
Score: -31123536.000000 Penalty: 6152.014160
	Iteration 83Q: 3 clusters Score -3.112354e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 234216 members 
Entering Unmasked Estep 
Score: -31123666.000000 Penalty: 6152.014160
	Iteration 84Q: 3 clusters Score -3.112367e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 234912 members 
Entering Unmasked Estep 
Score: -31123846.000000 Penalty: 6152.014160
	Iteration 85Q: 3 clusters Score -3.112385e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 235549 members 
Entering Unmasked Estep 
Score: -31124002.000000 Penalty: 6152.014160
	Iteration 86Q: 3 clusters Score -3.1124e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 236143 members 
Entering Unmasked Estep 
Score: -31124058.000000 Penalty: 6152.014160
	Iteration 87Q: 3 clusters Score -3.112406e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 236676 members 
Entering Unmasked Estep 
Score: -31124204.000000 Penalty: 6152.014160
	Iteration 88Q: 3 clusters Score -3.11242e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 237159 members 
Entering Unmasked Estep 
Score: -31124266.000000 Penalty: 6152.014160
	Iteration 89Q: 3 clusters Score -3.112427e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 237584 members 
Entering Unmasked Estep 
Score: -31124368.000000 Penalty: 6152.014160
	Iteration 90Q: 3 clusters Score -3.112437e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 237923 members 
Entering Unmasked Estep 
Score: -31124402.000000 Penalty: 6152.014160
	Iteration 91Q: 3 clusters Score -3.11244e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 238216 members 
Entering Unmasked Estep 
Score: -31124486.000000 Penalty: 6152.014160
	Iteration 92Q: 3 clusters Score -3.112449e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 238464 members 
Entering Unmasked Estep 
Score: -31124568.000000 Penalty: 6152.014160
	Iteration 93Q: 3 clusters Score -3.112457e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 238675 members 
Entering Unmasked Estep 
Score: -31124652.000000 Penalty: 6152.014160
	Iteration 94Q: 3 clusters Score -3.112465e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 238882 members 
Entering Unmasked Estep 
Score: -31124670.000000 Penalty: 6152.014160
	Iteration 95Q: 3 clusters Score -3.112467e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 239054 members 
Entering Unmasked Estep 
Score: -31124696.000000 Penalty: 6152.014160
	Iteration 96Q: 3 clusters Score -3.11247e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 239204 members 
Entering Unmasked Estep 
Score: -31124720.000000 Penalty: 6152.014160
	Iteration 97Q: 3 clusters Score -3.112472e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 239337 members 
Entering Unmasked Estep 
Score: -31124720.000000 Penalty: 6152.014160
	Iteration 98Q: 3 clusters Score -3.112472e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 239461 members 
Entering Unmasked Estep 
Score: -31124692.000000 Penalty: 6152.014160
	Iteration 99Q: 3 clusters Score -3.112469e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 239571 members 
Entering Unmasked Estep 
Score: -31124702.000000 Penalty: 6152.014160
	Iteration 100F: 3 clusters Score -3.11247e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 239683 members 
Entering Unmasked Estep 
Score: -31124726.000000 Penalty: 6152.014160
	Iteration 101Q: 3 clusters Score -3.112473e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 239778 members 
Entering Unmasked Estep 
Score: -31124752.000000 Penalty: 6152.014160
	Iteration 102Q: 3 clusters Score -3.112475e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 239874 members 
Entering Unmasked Estep 
Score: -31124792.000000 Penalty: 6152.014160
	Iteration 103Q: 3 clusters Score -3.112479e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 239963 members 
Entering Unmasked Estep 
Score: -31124824.000000 Penalty: 6152.014160
	Iteration 104Q: 3 clusters Score -3.112482e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 240063 members 
Entering Unmasked Estep 
Score: -31124880.000000 Penalty: 6152.014160
	Iteration 105Q: 3 clusters Score -3.112488e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 240152 members 
Entering Unmasked Estep 
Score: -31124958.000000 Penalty: 6152.014160
	Iteration 106Q: 3 clusters Score -3.112496e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 240222 members 
Entering Unmasked Estep 
Score: -31124932.000000 Penalty: 6152.014160
	Iteration 107Q: 3 clusters Score -3.112493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 240266 members 
Entering Unmasked Estep 
Score: -31124904.000000 Penalty: 6152.014160
	Iteration 108Q: 3 clusters Score -3.11249e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 240309 members 
Entering Unmasked Estep 
Score: -31124960.000000 Penalty: 6152.014160
	Iteration 109Q: 3 clusters Score -3.112496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 240350 members 
Entering Unmasked Estep 
Score: -31124974.000000 Penalty: 6152.014160
	Iteration 110Q: 3 clusters Score -3.112497e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 240389 members 
Entering Unmasked Estep 
Score: -31125002.000000 Penalty: 6152.014160
	Iteration 111Q: 3 clusters Score -3.1125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 240424 members 
Entering Unmasked Estep 
Score: -31124970.000000 Penalty: 6152.014160
	Iteration 112Q: 3 clusters Score -3.112497e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 240473 members 
Entering Unmasked Estep 
Score: -31125008.000000 Penalty: 6152.014160
	Iteration 113Q: 3 clusters Score -3.112501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 240520 members 
Entering Unmasked Estep 
Score: -31125010.000000 Penalty: 6152.014160
	Iteration 114Q: 3 clusters Score -3.112501e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 240548 members 
Entering Unmasked Estep 
Score: -31124998.000000 Penalty: 6152.014160
	Iteration 115Q: 3 clusters Score -3.1125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 240574 members 
Entering Unmasked Estep 
Score: -31124950.000000 Penalty: 6152.014160
	Iteration 116Q: 3 clusters Score -3.112495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 240593 members 
Entering Unmasked Estep 
Score: -31124956.000000 Penalty: 6152.014160
	Iteration 117Q: 3 clusters Score -3.112496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 240616 members 
Entering Unmasked Estep 
Score: -31125018.000000 Penalty: 6152.014160
	Iteration 118Q: 3 clusters Score -3.112502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 240635 members 
Entering Unmasked Estep 
Score: -31124990.000000 Penalty: 6152.014160
	Iteration 119Q: 3 clusters Score -3.112499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 240666 members 
Entering Unmasked Estep 
Score: -31125026.000000 Penalty: 6152.014160
	Iteration 120F: 3 clusters Score -3.112503e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 240695 members 
Entering Unmasked Estep 
Score: -31125016.000000 Penalty: 6152.014160
	Iteration 121Q: 3 clusters Score -3.112502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 240713 members 
Entering Unmasked Estep 
Score: -31125002.000000 Penalty: 6152.014160
	Iteration 122Q: 3 clusters Score -3.1125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 240731 members 
Entering Unmasked Estep 
Score: -31124994.000000 Penalty: 6152.014160
	Iteration 123Q: 3 clusters Score -3.112499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 240753 members 
Entering Unmasked Estep 
Score: -31125008.000000 Penalty: 6152.014160
	Iteration 124Q: 3 clusters Score -3.112501e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 240775 members 
Entering Unmasked Estep 
Score: -31125004.000000 Penalty: 6152.014160
	Iteration 125Q: 3 clusters Score -3.1125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 240788 members 
Entering Unmasked Estep 
Score: -31125010.000000 Penalty: 6152.014160
	Iteration 126Q: 3 clusters Score -3.112501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 240798 members 
Entering Unmasked Estep 
Score: -31125000.000000 Penalty: 6152.014160
	Iteration 127Q: 3 clusters Score -3.1125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 240806 members 
Entering Unmasked Estep 
Score: -31125006.000000 Penalty: 6152.014160
	Iteration 128Q: 3 clusters Score -3.112501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 240811 members 
Entering Unmasked Estep 
Score: -31125008.000000 Penalty: 6152.014160
	Iteration 129Q: 3 clusters Score -3.112501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 240820 members 
Entering Unmasked Estep 
Score: -31125028.000000 Penalty: 6152.014160
	Iteration 130Q: 3 clusters Score -3.112503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 240829 members 
Entering Unmasked Estep 
Score: -31125010.000000 Penalty: 6152.014160
	Iteration 131Q: 3 clusters Score -3.112501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 240835 members 
Entering Unmasked Estep 
Score: -31125020.000000 Penalty: 6152.014160
	Iteration 132Q: 3 clusters Score -3.112502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 240841 members 
Entering Unmasked Estep 
Score: -31125012.000000 Penalty: 6152.014160
	Iteration 133Q: 3 clusters Score -3.112501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 240844 members 
Entering Unmasked Estep 
Score: -31125008.000000 Penalty: 6152.014160
	Iteration 134Q: 3 clusters Score -3.112501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 240849 members 
Entering Unmasked Estep 
Score: -31125012.000000 Penalty: 6152.014160
	Iteration 135Q: 3 clusters Score -3.112501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 240857 members 
Entering Unmasked Estep 
Score: -31125008.000000 Penalty: 6152.014160
	Iteration 136Q: 3 clusters Score -3.112501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 240863 members 
Entering Unmasked Estep 
Score: -31125022.000000 Penalty: 6152.014160
	Iteration 137Q: 3 clusters Score -3.112502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 240878 members 
Entering Unmasked Estep 
Score: -31125026.000000 Penalty: 6152.014160
	Iteration 138Q: 3 clusters Score -3.112503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 240893 members 
Entering Unmasked Estep 
Score: -31125034.000000 Penalty: 6152.014160
	Iteration 139Q: 3 clusters Score -3.112503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 240905 members 
Entering Unmasked Estep 
Score: -31125018.000000 Penalty: 6152.014160
	Iteration 140F: 3 clusters Score -3.112502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 240917 members 
Entering Unmasked Estep 
Score: -31125018.000000 Penalty: 6152.014160
	Iteration 141Q: 3 clusters Score -3.112502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 240929 members 
Entering Unmasked Estep 
Score: -31125030.000000 Penalty: 6152.014160
	Iteration 142Q: 3 clusters Score -3.112503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 240943 members 
Entering Unmasked Estep 
Score: -31125040.000000 Penalty: 6152.014160
	Iteration 143Q: 3 clusters Score -3.112504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 240949 members 
Entering Unmasked Estep 
Score: -31125064.000000 Penalty: 6152.014160
	Iteration 144Q: 3 clusters Score -3.112506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 240957 members 
Entering Unmasked Estep 
Score: -31125052.000000 Penalty: 6152.014160
	Iteration 145Q: 3 clusters Score -3.112505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 240965 members 
Entering Unmasked Estep 
Score: -31125068.000000 Penalty: 6152.014160
	Iteration 146Q: 3 clusters Score -3.112507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 240975 members 
Entering Unmasked Estep 
Score: -31125060.000000 Penalty: 6152.014160
	Iteration 147Q: 3 clusters Score -3.112506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 240981 members 
Entering Unmasked Estep 
Score: -31125046.000000 Penalty: 6152.014160
	Iteration 148Q: 3 clusters Score -3.112505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -31125038.000000 Penalty: 6152.014160
	Iteration 149Q: 3 clusters Score -3.112504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 240990 members 
Entering Unmasked Estep 
Score: -31125068.000000 Penalty: 6152.014160
	Iteration 150Q: 3 clusters Score -3.112507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 240994 members 
Entering Unmasked Estep 
Score: -31125070.000000 Penalty: 6152.014160
	Iteration 151Q: 3 clusters Score -3.112507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 241000 members 
Entering Unmasked Estep 
Score: -31125058.000000 Penalty: 6152.014160
	Iteration 152Q: 3 clusters Score -3.112506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 241007 members 
Entering Unmasked Estep 
Score: -31125068.000000 Penalty: 6152.014160
	Iteration 153Q: 3 clusters Score -3.112507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 241014 members 
Entering Unmasked Estep 
Score: -31125050.000000 Penalty: 6152.014160
	Iteration 154Q: 3 clusters Score -3.112505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 241024 members 
Entering Unmasked Estep 
Score: -31125060.000000 Penalty: 6152.014160
	Iteration 155Q: 3 clusters Score -3.112506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 241029 members 
Entering Unmasked Estep 
Score: -31125054.000000 Penalty: 6152.014160
	Iteration 156Q: 3 clusters Score -3.112505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 241032 members 
Entering Unmasked Estep 
Score: -31125042.000000 Penalty: 6152.014160
	Iteration 157Q: 3 clusters Score -3.112504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 241034 members 
Entering Unmasked Estep 
Score: -31125056.000000 Penalty: 6152.014160
	Iteration 158Q: 3 clusters Score -3.112506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 241032 members 
Entering Unmasked Estep 
Score: -31125040.000000 Penalty: 6152.014160
	Iteration 159Q: 3 clusters Score -3.112504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 241035 members 
Entering Unmasked Estep 
Score: -31125054.000000 Penalty: 6152.014160
	Iteration 160F: 3 clusters Score -3.112505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (169190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Entering Unmasked Estep 
Score: -21742914.000000 Penalty: 2985.616699
	Iteration 0F: 2 clusters Score -2.174291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -21631006.000000 Penalty: 5971.233398
	Iteration 0F: 3 clusters Score -2.163101e+07 nChanged 80947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -21677884.000000 Penalty: 5971.233398
	Iteration 1F: 3 clusters Score -2.167788e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -21678674.000000 Penalty: 5971.233398
	Iteration 2Q: 3 clusters Score -2.167867e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -21679850.000000 Penalty: 5971.233398
	Iteration 3Q: 3 clusters Score -2.167985e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -21681138.000000 Penalty: 5971.233398
	Iteration 4Q: 3 clusters Score -2.168114e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -21683114.000000 Penalty: 5971.233398
	Iteration 5Q: 3 clusters Score -2.168311e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79817 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -21686062.000000 Penalty: 5971.233398
	Iteration 6Q: 3 clusters Score -2.168606e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -21690396.000000 Penalty: 5971.233398
	Iteration 7Q: 3 clusters Score -2.16904e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -21697124.000000 Penalty: 5971.233398
	Iteration 8F: 3 clusters Score -2.169712e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 96372 members 
Entering Unmasked Estep 
Score: -21705160.000000 Penalty: 5971.233398
	Iteration 9F: 3 clusters Score -2.170516e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -21713358.000000 Penalty: 5971.233398
	Iteration 10F: 3 clusters Score -2.171336e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 99120 members 
Entering Unmasked Estep 
Score: -21718462.000000 Penalty: 5971.233398
	Iteration 11F: 3 clusters Score -2.171846e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -21721284.000000 Penalty: 5971.233398
	Iteration 12Q: 3 clusters Score -2.172128e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -21723240.000000 Penalty: 5971.233398
	Iteration 13Q: 3 clusters Score -2.172324e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -21725096.000000 Penalty: 5971.233398
	Iteration 14Q: 3 clusters Score -2.17251e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -21727154.000000 Penalty: 5971.233398
	Iteration 15Q: 3 clusters Score -2.172715e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -21729458.000000 Penalty: 5971.233398
	Iteration 16Q: 3 clusters Score -2.172946e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -21731764.000000 Penalty: 5971.233398
	Iteration 17Q: 3 clusters Score -2.173176e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -21733640.000000 Penalty: 5971.233398
	Iteration 18Q: 3 clusters Score -2.173364e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -21735030.000000 Penalty: 5971.233398
	Iteration 19Q: 3 clusters Score -2.173503e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -21735854.000000 Penalty: 5971.233398
	Iteration 20F: 3 clusters Score -2.173585e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -21736404.000000 Penalty: 5971.233398
	Iteration 21Q: 3 clusters Score -2.17364e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 114433 members 
Entering Unmasked Estep 
Score: -21736786.000000 Penalty: 5971.233398
	Iteration 22Q: 3 clusters Score -2.173679e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -21737024.000000 Penalty: 5971.233398
	Iteration 23Q: 3 clusters Score -2.173702e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -21737242.000000 Penalty: 5971.233398
	Iteration 24Q: 3 clusters Score -2.173724e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 117519 members 
Entering Unmasked Estep 
Score: -21737358.000000 Penalty: 5971.233398
	Iteration 25Q: 3 clusters Score -2.173736e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
Score: -21737462.000000 Penalty: 5971.233398
	Iteration 26Q: 3 clusters Score -2.173746e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -21737692.000000 Penalty: 5971.233398
	Iteration 27Q: 3 clusters Score -2.173769e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -21737838.000000 Penalty: 5971.233398
	Iteration 28Q: 3 clusters Score -2.173784e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 120612 members 
Entering Unmasked Estep 
Score: -21737868.000000 Penalty: 5971.233398
	Iteration 29Q: 3 clusters Score -2.173787e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 121270 members 
Entering Unmasked Estep 
Score: -21737920.000000 Penalty: 5971.233398
	Iteration 30Q: 3 clusters Score -2.173792e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -21737960.000000 Penalty: 5971.233398
	Iteration 31Q: 3 clusters Score -2.173796e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -21737976.000000 Penalty: 5971.233398
	Iteration 32Q: 3 clusters Score -2.173798e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -21738046.000000 Penalty: 5971.233398
	Iteration 33Q: 3 clusters Score -2.173805e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 123386 members 
Entering Unmasked Estep 
Score: -21738066.000000 Penalty: 5971.233398
	Iteration 34Q: 3 clusters Score -2.173807e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -21738128.000000 Penalty: 5971.233398
	Iteration 35Q: 3 clusters Score -2.173813e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 124248 members 
Entering Unmasked Estep 
Score: -21738148.000000 Penalty: 5971.233398
	Iteration 36Q: 3 clusters Score -2.173815e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -21738178.000000 Penalty: 5971.233398
	Iteration 37Q: 3 clusters Score -2.173818e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -21738164.000000 Penalty: 5971.233398
	Iteration 38Q: 3 clusters Score -2.173816e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 125348 members 
Entering Unmasked Estep 
Score: -21738204.000000 Penalty: 5971.233398
	Iteration 39Q: 3 clusters Score -2.17382e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -21738194.000000 Penalty: 5971.233398
	Iteration 40F: 3 clusters Score -2.173819e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -21738218.000000 Penalty: 5971.233398
	Iteration 41Q: 3 clusters Score -2.173822e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 126262 members 
Entering Unmasked Estep 
Score: -21738196.000000 Penalty: 5971.233398
	Iteration 42Q: 3 clusters Score -2.17382e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 126532 members 
Entering Unmasked Estep 
Score: -21738210.000000 Penalty: 5971.233398
	Iteration 43Q: 3 clusters Score -2.173821e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -21738216.000000 Penalty: 5971.233398
	Iteration 44Q: 3 clusters Score -2.173822e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 127001 members 
Entering Unmasked Estep 
Score: -21738252.000000 Penalty: 5971.233398
	Iteration 45Q: 3 clusters Score -2.173825e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 127223 members 
Entering Unmasked Estep 
Score: -21738224.000000 Penalty: 5971.233398
	Iteration 46Q: 3 clusters Score -2.173822e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 127404 members 
Entering Unmasked Estep 
Score: -21738232.000000 Penalty: 5971.233398
	Iteration 47Q: 3 clusters Score -2.173823e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 127561 members 
Entering Unmasked Estep 
Score: -21738272.000000 Penalty: 5971.233398
	Iteration 48Q: 3 clusters Score -2.173827e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -21738294.000000 Penalty: 5971.233398
	Iteration 49Q: 3 clusters Score -2.173829e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 127834 members 
Entering Unmasked Estep 
Score: -21738262.000000 Penalty: 5971.233398
	Iteration 50Q: 3 clusters Score -2.173826e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 127953 members 
Entering Unmasked Estep 
Score: -21738266.000000 Penalty: 5971.233398
	Iteration 51Q: 3 clusters Score -2.173827e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 128046 members 
Entering Unmasked Estep 
Score: -21738272.000000 Penalty: 5971.233398
	Iteration 52Q: 3 clusters Score -2.173827e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 128128 members 
Entering Unmasked Estep 
Score: -21738264.000000 Penalty: 5971.233398
	Iteration 53Q: 3 clusters Score -2.173826e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 128205 members 
Entering Unmasked Estep 
Score: -21738252.000000 Penalty: 5971.233398
	Iteration 54Q: 3 clusters Score -2.173825e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -21738228.000000 Penalty: 5971.233398
	Iteration 55Q: 3 clusters Score -2.173823e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 128347 members 
Entering Unmasked Estep 
Score: -21738250.000000 Penalty: 5971.233398
	Iteration 56Q: 3 clusters Score -2.173825e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -21738258.000000 Penalty: 5971.233398
	Iteration 57Q: 3 clusters Score -2.173826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -21738252.000000 Penalty: 5971.233398
	Iteration 58Q: 3 clusters Score -2.173825e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -21738308.000000 Penalty: 5971.233398
	Iteration 59Q: 3 clusters Score -2.173831e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -21738298.000000 Penalty: 5971.233398
	Iteration 60F: 3 clusters Score -2.17383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 128659 members 
Entering Unmasked Estep 
Score: -21738304.000000 Penalty: 5971.233398
	Iteration 61Q: 3 clusters Score -2.17383e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 128710 members 
Entering Unmasked Estep 
Score: -21738308.000000 Penalty: 5971.233398
	Iteration 62Q: 3 clusters Score -2.173831e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -21738276.000000 Penalty: 5971.233398
	Iteration 63Q: 3 clusters Score -2.173828e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 128822 members 
Entering Unmasked Estep 
Score: -21738266.000000 Penalty: 5971.233398
	Iteration 64Q: 3 clusters Score -2.173827e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 128891 members 
Entering Unmasked Estep 
Score: -21738258.000000 Penalty: 5971.233398
	Iteration 65Q: 3 clusters Score -2.173826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 128956 members 
Entering Unmasked Estep 
Score: -21738256.000000 Penalty: 5971.233398
	Iteration 66Q: 3 clusters Score -2.173826e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 129013 members 
Entering Unmasked Estep 
Score: -21738258.000000 Penalty: 5971.233398
	Iteration 67Q: 3 clusters Score -2.173826e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -21738272.000000 Penalty: 5971.233398
	Iteration 68Q: 3 clusters Score -2.173827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -21738274.000000 Penalty: 5971.233398
	Iteration 69Q: 3 clusters Score -2.173827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 129142 members 
Entering Unmasked Estep 
Score: -21738284.000000 Penalty: 5971.233398
	Iteration 70Q: 3 clusters Score -2.173828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 129180 members 
Entering Unmasked Estep 
Score: -21738286.000000 Penalty: 5971.233398
	Iteration 71Q: 3 clusters Score -2.173829e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 72Q: 3 clusters Score -2.173829e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -21738290.000000 Penalty: 5971.233398
	Iteration 73Q: 3 clusters Score -2.173829e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -21738294.000000 Penalty: 5971.233398
	Iteration 74Q: 3 clusters Score -2.173829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -21738302.000000 Penalty: 5971.233398
	Iteration 75Q: 3 clusters Score -2.17383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 129403 members 
Entering Unmasked Estep 
Score: -21738302.000000 Penalty: 5971.233398
	Iteration 76Q: 3 clusters Score -2.17383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 129451 members 
Entering Unmasked Estep 
Score: -21738306.000000 Penalty: 5971.233398
	Iteration 77Q: 3 clusters Score -2.173831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 129494 members 
Entering Unmasked Estep 
Score: -21738310.000000 Penalty: 5971.233398
	Iteration 78Q: 3 clusters Score -2.173831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -21738298.000000 Penalty: 5971.233398
	Iteration 79Q: 3 clusters Score -2.17383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 129565 members 
Entering Unmasked Estep 
Score: -21738314.000000 Penalty: 5971.233398
	Iteration 80F: 3 clusters Score -2.173831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -21738328.000000 Penalty: 5971.233398
	Iteration 81Q: 3 clusters Score -2.173833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -21738304.000000 Penalty: 5971.233398
	Iteration 82Q: 3 clusters Score -2.17383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 129657 members 
Entering Unmasked Estep 
Score: -21738314.000000 Penalty: 5971.233398
	Iteration 83Q: 3 clusters Score -2.173831e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 129683 members 
Entering Unmasked Estep 
Score: -21738308.000000 Penalty: 5971.233398
	Iteration 84Q: 3 clusters Score -2.173831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -21738316.000000 Penalty: 5971.233398
	Iteration 85Q: 3 clusters Score -2.173832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -21738286.000000 Penalty: 5971.233398
	Iteration 86Q: 3 clusters Score -2.173829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 129761 members 
Entering Unmasked Estep 
Score: -21738282.000000 Penalty: 5971.233398
	Iteration 87Q: 3 clusters Score -2.173828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 129785 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 88Q: 3 clusters Score -2.173829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 129805 members 
Entering Unmasked Estep 
Score: -21738276.000000 Penalty: 5971.233398
	Iteration 89Q: 3 clusters Score -2.173828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 129822 members 
Entering Unmasked Estep 
Score: -21738282.000000 Penalty: 5971.233398
	Iteration 90Q: 3 clusters Score -2.173828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -21738294.000000 Penalty: 5971.233398
	Iteration 91Q: 3 clusters Score -2.173829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -21738300.000000 Penalty: 5971.233398
	Iteration 92Q: 3 clusters Score -2.17383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 129886 members 
Entering Unmasked Estep 
Score: -21738304.000000 Penalty: 5971.233398
	Iteration 93Q: 3 clusters Score -2.17383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -21738296.000000 Penalty: 5971.233398
	Iteration 94Q: 3 clusters Score -2.17383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -21738286.000000 Penalty: 5971.233398
	Iteration 95Q: 3 clusters Score -2.173829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 129946 members 
Entering Unmasked Estep 
Score: -21738296.000000 Penalty: 5971.233398
	Iteration 96Q: 3 clusters Score -2.17383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 129967 members 
Entering Unmasked Estep 
Score: -21738308.000000 Penalty: 5971.233398
	Iteration 97Q: 3 clusters Score -2.173831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 129984 members 
Entering Unmasked Estep 
Score: -21738318.000000 Penalty: 5971.233398
	Iteration 98Q: 3 clusters Score -2.173832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -21738306.000000 Penalty: 5971.233398
	Iteration 99Q: 3 clusters Score -2.173831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -21738302.000000 Penalty: 5971.233398
	Iteration 100F: 3 clusters Score -2.17383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -21738310.000000 Penalty: 5971.233398
	Iteration 101Q: 3 clusters Score -2.173831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 102Q: 3 clusters Score -2.173829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -21738300.000000 Penalty: 5971.233398
	Iteration 103Q: 3 clusters Score -2.17383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 130085 members 
Entering Unmasked Estep 
Score: -21738294.000000 Penalty: 5971.233398
	Iteration 104Q: 3 clusters Score -2.173829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 130097 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 105Q: 3 clusters Score -2.173829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -21738274.000000 Penalty: 5971.233398
	Iteration 106Q: 3 clusters Score -2.173827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 130120 members 
Entering Unmasked Estep 
Score: -21738282.000000 Penalty: 5971.233398
	Iteration 107Q: 3 clusters Score -2.173828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 130132 members 
Entering Unmasked Estep 
Score: -21738280.000000 Penalty: 5971.233398
	Iteration 108Q: 3 clusters Score -2.173828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 109Q: 3 clusters Score -2.173829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 130158 members 
Entering Unmasked Estep 
Score: -21738298.000000 Penalty: 5971.233398
	Iteration 110Q: 3 clusters Score -2.17383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 130173 members 
Entering Unmasked Estep 
Score: -21738290.000000 Penalty: 5971.233398
	Iteration 111Q: 3 clusters Score -2.173829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 130191 members 
Entering Unmasked Estep 
Score: -21738278.000000 Penalty: 5971.233398
	Iteration 112Q: 3 clusters Score -2.173828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -21738300.000000 Penalty: 5971.233398
	Iteration 113Q: 3 clusters Score -2.17383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 130230 members 
Entering Unmasked Estep 
Score: -21738284.000000 Penalty: 5971.233398
	Iteration 114Q: 3 clusters Score -2.173828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -21738310.000000 Penalty: 5971.233398
	Iteration 115Q: 3 clusters Score -2.173831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 130266 members 
Entering Unmasked Estep 
Score: -21738298.000000 Penalty: 5971.233398
	Iteration 116Q: 3 clusters Score -2.17383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -21738292.000000 Penalty: 5971.233398
	Iteration 117Q: 3 clusters Score -2.173829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 130291 members 
Entering Unmasked Estep 
Score: -21738298.000000 Penalty: 5971.233398
	Iteration 118Q: 3 clusters Score -2.17383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 130303 members 
Entering Unmasked Estep 
Score: -21738292.000000 Penalty: 5971.233398
	Iteration 119Q: 3 clusters Score -2.173829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 130316 members 
Entering Unmasked Estep 
Score: -21738280.000000 Penalty: 5971.233398
	Iteration 120F: 3 clusters Score -2.173828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -21738274.000000 Penalty: 5971.233398
	Iteration 121Q: 3 clusters Score -2.173827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -21738254.000000 Penalty: 5971.233398
	Iteration 122Q: 3 clusters Score -2.173825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -21738264.000000 Penalty: 5971.233398
	Iteration 123Q: 3 clusters Score -2.173826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 130349 members 
Entering Unmasked Estep 
Score: -21738274.000000 Penalty: 5971.233398
	Iteration 124Q: 3 clusters Score -2.173827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 125Q: 3 clusters Score -2.173829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 5971.233398
	Iteration 126F: 3 clusters Score -2.173829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26945 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203500 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11012 members 
Mstep: Class 10 contains 54808 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183414 members 
Mstep: Class 16 contains 63812 members 
Mstep: Class 18 contains 31720 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186710 members 
Mstep: Class 22 contains 243593 members 
Mstep: Class 23 contains 169190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 199Q: 20 clusters Score -1.496844e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26799 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203550 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 54816 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183425 members 
Mstep: Class 16 contains 63808 members 
Mstep: Class 18 contains 31732 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186739 members 
Mstep: Class 22 contains 243590 members 
Mstep: Class 23 contains 169228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 65918.976562
Iteration 200F: 20 clusters Score -1.496843e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26667 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203611 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11024 members 
Mstep: Class 10 contains 54827 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183433 members 
Mstep: Class 16 contains 63806 members 
Mstep: Class 18 contains 31745 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186774 members 
Mstep: Class 22 contains 243549 members 
Mstep: Class 23 contains 169267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 65918.976562
Iteration 201Q: 20 clusters Score -1.496845e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26549 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 203667 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11030 members 
Mstep: Class 10 contains 54836 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 14 contains 183439 members 
Mstep: Class 16 contains 63790 members 
Mstep: Class 18 contains 31756 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186814 members 
Mstep: Class 22 contains 243518 members 
Mstep: Class 23 contains 169303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 202Q: 20 clusters Score -1.496844e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26417 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203740 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11036 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183436 members 
Mstep: Class 16 contains 63781 members 
Mstep: Class 18 contains 31763 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186846 members 
Mstep: Class 22 contains 243505 members 
Mstep: Class 23 contains 169339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684240.000000 Penalty: 65918.976562
Iteration 203Q: 20 clusters Score -1.496842e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26270 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203824 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 14 contains 183442 members 
Mstep: Class 16 contains 63770 members 
Mstep: Class 18 contains 31770 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186852 members 
Mstep: Class 22 contains 243537 members 
Mstep: Class 23 contains 169361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 65918.976562
Iteration 204Q: 20 clusters Score -1.496845e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26128 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203881 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11037 members 
Mstep: Class 10 contains 54846 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183449 members 
Mstep: Class 16 contains 63755 members 
Mstep: Class 18 contains 31776 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186866 members 
Mstep: Class 22 contains 243562 members 
Mstep: Class 23 contains 169406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684416.000000 Penalty: 65918.976562
Iteration 205Q: 20 clusters Score -1.496844e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26006 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 203956 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11039 members 
Mstep: Class 10 contains 54851 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183446 members 
Mstep: Class 16 contains 63734 members 
Mstep: Class 18 contains 31783 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186869 members 
Mstep: Class 22 contains 243569 members 
Mstep: Class 23 contains 169453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684320.000000 Penalty: 65918.976562
Iteration 206Q: 20 clusters Score -1.496843e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204014 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183465 members 
Mstep: Class 16 contains 63710 members 
Mstep: Class 18 contains 31787 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186862 members 
Mstep: Class 22 contains 243599 members 
Mstep: Class 23 contains 169491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 65918.976562
Iteration 207Q: 20 clusters Score -1.496843e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25755 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 204060 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11040 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183483 members 
Mstep: Class 16 contains 63694 members 
Mstep: Class 18 contains 31798 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186853 members 
Mstep: Class 22 contains 243640 members 
Mstep: Class 23 contains 169521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 65918.976562
Iteration 208Q: 20 clusters Score -1.496843e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25633 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204106 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11040 members 
Mstep: Class 10 contains 54874 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183502 members 
Mstep: Class 16 contains 63676 members 
Mstep: Class 18 contains 31811 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186861 members 
Mstep: Class 22 contains 243660 members 
Mstep: Class 23 contains 169546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 209Q: 20 clusters Score -1.496844e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25517 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204176 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11044 members 
Mstep: Class 10 contains 54894 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183498 members 
Mstep: Class 16 contains 63658 members 
Mstep: Class 18 contains 31824 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186864 members 
Mstep: Class 22 contains 243666 members 
Mstep: Class 23 contains 169569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 210Q: 20 clusters Score -1.496844e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25434 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204226 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 54910 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183494 members 
Mstep: Class 16 contains 63634 members 
Mstep: Class 18 contains 31838 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186881 members 
Mstep: Class 22 contains 243636 members 
Mstep: Class 23 contains 169611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 65918.976562
Iteration 211Q: 20 clusters Score -1.496845e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25341 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204286 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11050 members 
Mstep: Class 10 contains 54922 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 14 contains 183497 members 
Mstep: Class 16 contains 63612 members 
Mstep: Class 18 contains 31846 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186901 members 
Mstep: Class 22 contains 243622 members 
Mstep: Class 23 contains 169638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684576.000000 Penalty: 65918.976562
Iteration 212Q: 20 clusters Score -1.496846e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204341 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11056 members 
Mstep: Class 10 contains 54925 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183509 members 
Mstep: Class 16 contains 63589 members 
Mstep: Class 18 contains 31862 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186912 members 
Mstep: Class 22 contains 243624 members 
Mstep: Class 23 contains 169662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684624.000000 Penalty: 65918.976562
Iteration 213Q: 20 clusters Score -1.496846e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25125 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204406 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11062 members 
Mstep: Class 10 contains 54924 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183521 members 
Mstep: Class 16 contains 63565 members 
Mstep: Class 18 contains 31874 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186913 members 
Mstep: Class 22 contains 243648 members 
Mstep: Class 23 contains 169682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684544.000000 Penalty: 65918.976562
Iteration 214Q: 20 clusters Score -1.496845e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25023 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204448 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11067 members 
Mstep: Class 10 contains 54934 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183529 members 
Mstep: Class 16 contains 63539 members 
Mstep: Class 18 contains 31890 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186919 members 
Mstep: Class 22 contains 243673 members 
Mstep: Class 23 contains 169701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684576.000000 Penalty: 65918.976562
Iteration 215Q: 20 clusters Score -1.496846e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24912 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204501 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11075 members 
Mstep: Class 10 contains 54947 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183524 members 
Mstep: Class 16 contains 63529 members 
Mstep: Class 18 contains 31901 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186930 members 
Mstep: Class 22 contains 243694 members 
Mstep: Class 23 contains 169714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684608.000000 Penalty: 65918.976562
Iteration 216Q: 20 clusters Score -1.496846e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24813 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204542 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11079 members 
Mstep: Class 10 contains 54956 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183521 members 
Mstep: Class 16 contains 63508 members 
Mstep: Class 18 contains 31908 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186949 members 
Mstep: Class 22 contains 243711 members 
Mstep: Class 23 contains 169744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684608.000000 Penalty: 65918.976562
Iteration 217Q: 20 clusters Score -1.496846e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24700 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204577 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11090 members 
Mstep: Class 10 contains 54957 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183523 members 
Mstep: Class 16 contains 63507 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186950 members 
Mstep: Class 22 contains 243728 members 
Mstep: Class 23 contains 169781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684544.000000 Penalty: 65918.976562
Iteration 218Q: 20 clusters Score -1.496845e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24589 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 204608 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11095 members 
Mstep: Class 10 contains 54959 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183537 members 
Mstep: Class 16 contains 63493 members 
Mstep: Class 18 contains 31929 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186963 members 
Mstep: Class 22 contains 243743 members 
Mstep: Class 23 contains 169820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684560.000000 Penalty: 65918.976562
Iteration 219Q: 20 clusters Score -1.496846e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24491 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204631 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11098 members 
Mstep: Class 10 contains 54968 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183561 members 
Mstep: Class 16 contains 63481 members 
Mstep: Class 18 contains 31935 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 186982 members 
Mstep: Class 22 contains 243734 members 
Mstep: Class 23 contains 169858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684592.000000 Penalty: 65918.976562
Iteration 220F: 20 clusters Score -1.496846e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24363 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204663 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11102 members 
Mstep: Class 10 contains 54977 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183582 members 
Mstep: Class 16 contains 63482 members 
Mstep: Class 18 contains 31939 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187002 members 
Mstep: Class 22 contains 243742 members 
Mstep: Class 23 contains 169892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684576.000000 Penalty: 65918.976562
Iteration 221Q: 20 clusters Score -1.496846e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24258 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204684 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11103 members 
Mstep: Class 10 contains 54985 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183603 members 
Mstep: Class 16 contains 63480 members 
Mstep: Class 18 contains 31943 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187040 members 
Mstep: Class 22 contains 243717 members 
Mstep: Class 23 contains 169933 members 
Entering Unmasked Estep 
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Iteration 222Q: 20 clusters Score -1.496846e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24145 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204704 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 54989 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183607 members 
Mstep: Class 16 contains 63488 members 
Mstep: Class 18 contains 31951 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187054 members 
Mstep: Class 22 contains 243710 members 
Mstep: Class 23 contains 169994 members 
Entering Unmasked Estep 
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Iteration 223Q: 20 clusters Score -1.496847e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24027 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204736 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11105 members 
Mstep: Class 10 contains 54990 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183630 members 
Mstep: Class 16 contains 63494 members 
Mstep: Class 18 contains 31957 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187058 members 
Mstep: Class 22 contains 243720 members 
Mstep: Class 23 contains 170032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 20 clusters Score -1.496847e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23936 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204767 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 54995 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 14 contains 183645 members 
Mstep: Class 16 contains 63503 members 
Mstep: Class 18 contains 31959 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187063 members 
Mstep: Class 22 contains 243693 members 
Mstep: Class 23 contains 170079 members 
Entering Unmasked Estep 
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Iteration 225Q: 20 clusters Score -1.496847e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23849 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204816 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11112 members 
Mstep: Class 10 contains 54996 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 14 contains 183644 members 
Mstep: Class 16 contains 63499 members 
Mstep: Class 18 contains 31961 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187084 members 
Mstep: Class 22 contains 243677 members 
Mstep: Class 23 contains 170114 members 
Entering Unmasked Estep 
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Iteration 226Q: 20 clusters Score -1.496846e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23753 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204878 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 55000 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183645 members 
Mstep: Class 16 contains 63506 members 
Mstep: Class 18 contains 31967 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187083 members 
Mstep: Class 22 contains 243652 members 
Mstep: Class 23 contains 170153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684768.000000 Penalty: 65918.976562
Iteration 227Q: 20 clusters Score -1.496848e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23653 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204916 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 55009 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183656 members 
Mstep: Class 16 contains 63519 members 
Mstep: Class 18 contains 31971 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187096 members 
Mstep: Class 22 contains 243638 members 
Mstep: Class 23 contains 170178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684800.000000 Penalty: 65918.976562
Iteration 228Q: 20 clusters Score -1.496848e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23573 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204950 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 55015 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183665 members 
Mstep: Class 16 contains 63517 members 
Mstep: Class 18 contains 31975 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187093 members 
Mstep: Class 22 contains 243643 members 
Mstep: Class 23 contains 170204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684688.000000 Penalty: 65918.976562
Iteration 229Q: 20 clusters Score -1.496847e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23489 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 204997 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11120 members 
Mstep: Class 10 contains 55015 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183663 members 
Mstep: Class 16 contains 63520 members 
Mstep: Class 18 contains 31979 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187097 members 
Mstep: Class 22 contains 243641 members 
Mstep: Class 23 contains 170230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684736.000000 Penalty: 65918.976562
Iteration 230Q: 20 clusters Score -1.496847e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23413 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205036 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11126 members 
Mstep: Class 10 contains 55017 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183672 members 
Mstep: Class 16 contains 63524 members 
Mstep: Class 18 contains 31980 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187101 members 
Mstep: Class 22 contains 243623 members 
Mstep: Class 23 contains 170259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684864.000000 Penalty: 65918.976562
Iteration 231Q: 20 clusters Score -1.496849e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23343 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205074 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 10 contains 55019 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183683 members 
Mstep: Class 16 contains 63517 members 
Mstep: Class 18 contains 31984 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187099 members 
Mstep: Class 22 contains 243625 members 
Mstep: Class 23 contains 170277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684640.000000 Penalty: 65918.976562
Iteration 232Q: 20 clusters Score -1.496846e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23272 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205120 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 10 contains 55020 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183695 members 
Mstep: Class 16 contains 63517 members 
Mstep: Class 18 contains 31987 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187089 members 
Mstep: Class 22 contains 243621 members 
Mstep: Class 23 contains 170300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684608.000000 Penalty: 65918.976562
Iteration 233Q: 20 clusters Score -1.496846e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23189 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205186 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11131 members 
Mstep: Class 10 contains 55020 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183701 members 
Mstep: Class 16 contains 63517 members 
Mstep: Class 18 contains 31992 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187091 members 
Mstep: Class 22 contains 243607 members 
Mstep: Class 23 contains 170315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 65918.976562
Iteration 234Q: 20 clusters Score -1.496845e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23115 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205233 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11133 members 
Mstep: Class 10 contains 55023 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183719 members 
Mstep: Class 16 contains 63522 members 
Mstep: Class 18 contains 31994 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187100 members 
Mstep: Class 22 contains 243596 members 
Mstep: Class 23 contains 170313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 65918.976562
Iteration 235Q: 20 clusters Score -1.496845e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23040 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205271 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11137 members 
Mstep: Class 10 contains 55031 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183730 members 
Mstep: Class 16 contains 63533 members 
Mstep: Class 18 contains 31997 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187119 members 
Mstep: Class 22 contains 243584 members 
Mstep: Class 23 contains 170306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684576.000000 Penalty: 65918.976562
Iteration 236Q: 20 clusters Score -1.496846e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22968 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205307 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 55037 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183744 members 
Mstep: Class 16 contains 63544 members 
Mstep: Class 18 contains 31998 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187122 members 
Mstep: Class 22 contains 243579 members 
Mstep: Class 23 contains 170308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 65918.976562
Iteration 237Q: 20 clusters Score -1.496845e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22900 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205340 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 55044 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183748 members 
Mstep: Class 16 contains 63552 members 
Mstep: Class 18 contains 32002 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187143 members 
Mstep: Class 22 contains 243568 members 
Mstep: Class 23 contains 170309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 65918.976562
Iteration 238Q: 20 clusters Score -1.496845e+08 nChanged 254
Entering ConstructFrom: 
Score: -149684496.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73966.929688 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73966.93 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74329.250000 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74329.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74694.367188 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74694.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75177.210938 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -75177.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75511.648438 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -75511.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75692.187500 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -75692.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75910.968750 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -75910.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76122.781250 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -76122.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76283.742188 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -76283.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76389.007812 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -76389.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76445.992188 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -76445.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76549.921875 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -76549.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76677.125000 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -76677.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76685.765625 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -76685.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76685.765625 Penalty: 3266.741211
	Iteration 14F: 3 clusters Score -76685.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22856 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205385 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 55047 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 183751 members 
Mstep: Class 16 contains 63548 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187153 members 
Mstep: Class 22 contains 243552 members 
Mstep: Class 23 contains 170310 members 
Entering Unmasked Estep 
Score: -149683376.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149684496.000000 to -149683376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -2926621.500000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -2926622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2910592.000000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -2910592 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2915946.750000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -2915947 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2916284.000000 Penalty: 4978.336914
	Iteration 2Q: 3 clusters Score -2916284 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2916530.250000 Penalty: 4978.336914
	Iteration 3Q: 3 clusters Score -2916530 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2916703.750000 Penalty: 4978.336914
	Iteration 4Q: 3 clusters Score -2916704 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2916854.750000 Penalty: 4978.336914
	Iteration 5Q: 3 clusters Score -2916855 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2917006.000000 Penalty: 4978.336914
	Iteration 6Q: 3 clusters Score -2917006 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2917116.500000 Penalty: 4978.336914
	Iteration 7Q: 3 clusters Score -2917116 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2917229.500000 Penalty: 4978.336914
	Iteration 8Q: 3 clusters Score -2917230 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2917388.500000 Penalty: 4978.336914
	Iteration 9Q: 3 clusters Score -2917388 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2917544.250000 Penalty: 4978.336914
	Iteration 10Q: 3 clusters Score -2917544 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2917795.500000 Penalty: 4978.336914
	Iteration 11Q: 3 clusters Score -2917796 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2918206.500000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -2918206 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2918824.250000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -2918824 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2919749.750000 Penalty: 4978.336914
	Iteration 14F: 3 clusters Score -2919750 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2920943.500000 Penalty: 4978.336914
	Iteration 15F: 3 clusters Score -2920944 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2922154.750000 Penalty: 4978.336914
	Iteration 16F: 3 clusters Score -2922155 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2923111.500000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -2923112 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2923727.750000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -2923728 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2924056.250000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -2924056 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2924231.000000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -2924231 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2924303.000000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -2924303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2924350.250000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -2924350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -2924382.250000 Penalty: 4978.336914
	Iteration 23Q: 3 clusters Score -2924382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2924408.250000 Penalty: 4978.336914
	Iteration 24Q: 3 clusters Score -2924408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2924426.750000 Penalty: 4978.336914
	Iteration 25Q: 3 clusters Score -2924427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2924436.000000 Penalty: 4978.336914
	Iteration 26Q: 3 clusters Score -2924436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2924443.500000 Penalty: 4978.336914
	Iteration 27Q: 3 clusters Score -2924444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2924452.000000 Penalty: 4978.336914
	Iteration 28Q: 3 clusters Score -2924452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2924460.250000 Penalty: 4978.336914
	Iteration 29Q: 3 clusters Score -2924460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2924462.000000 Penalty: 4978.336914
	Iteration 30Q: 3 clusters Score -2924462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2924464.750000 Penalty: 4978.336914
	Iteration 31Q: 3 clusters Score -2924465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2924470.000000 Penalty: 4978.336914
	Iteration 32Q: 3 clusters Score -2924470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2924470.500000 Penalty: 4978.336914
	Iteration 33Q: 3 clusters Score -2924470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2924470.500000 Penalty: 4978.336914
	Iteration 34F: 3 clusters Score -2924470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28453.664062 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28453.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28664.980469 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28664.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28762.210938 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28762.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28808.048828 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28808.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28829.318359 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28829.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28842.941406 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28842.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28845.464844 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28845.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28845.464844 Penalty: 2830.726807
	Iteration 7F: 3 clusters Score -28845.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -228169.046875 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -228169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -225601.718750 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -225601.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -226022.578125 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -226022.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226136.015625 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -226136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226190.000000 Penalty: 3749.541504
	Iteration 3Q: 3 clusters Score -226190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226220.703125 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -226220.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226246.328125 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -226246.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226269.031250 Penalty: 3749.541504
	Iteration 6Q: 3 clusters Score -226269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226279.640625 Penalty: 3749.541504
	Iteration 7Q: 3 clusters Score -226279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -226286.031250 Penalty: 3749.541504
	Iteration 8Q: 3 clusters Score -226286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -226291.687500 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -226291.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -226299.656250 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -226299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -226303.656250 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -226303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -226306.484375 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -226306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -226308.703125 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -226308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -226312.953125 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -226313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226320.281250 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -226320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -226323.734375 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -226323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226324.593750 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -226324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -226325.234375 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -226325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -226326.093750 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -226326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -226326.093750 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -226326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Entering Unmasked Estep 
Score: -26281104.000000 Penalty: 3033.695068
	Iteration 0F: 2 clusters Score -2.62811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -26147740.000000 Penalty: 6067.390137
	Iteration 0F: 3 clusters Score -2.614774e+07 nChanged 99112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 100979 members 
Entering Unmasked Estep 
Score: -26205616.000000 Penalty: 6067.390137
	Iteration 1F: 3 clusters Score -2.620562e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -26207920.000000 Penalty: 6067.390137
	Iteration 2Q: 3 clusters Score -2.620792e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -26211292.000000 Penalty: 6067.390137
	Iteration 3Q: 3 clusters Score -2.621129e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -26216210.000000 Penalty: 6067.390137
	Iteration 4Q: 3 clusters Score -2.621621e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
Score: -26223176.000000 Penalty: 6067.390137
	Iteration 5F: 3 clusters Score -2.622318e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -26231680.000000 Penalty: 6067.390137
	Iteration 6F: 3 clusters Score -2.623168e+07 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109425 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -26240836.000000 Penalty: 6067.390137
	Iteration 7F: 3 clusters Score -2.624084e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110029 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -26248516.000000 Penalty: 6067.390137
	Iteration 8F: 3 clusters Score -2.624852e+07 nChanged 9808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110573 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -26252530.000000 Penalty: 6067.390137
	Iteration 9Q: 3 clusters Score -2.625253e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -26254206.000000 Penalty: 6067.390137
	Iteration 10Q: 3 clusters Score -2.625421e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -26254956.000000 Penalty: 6067.390137
	Iteration 11Q: 3 clusters Score -2.625496e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -26255436.000000 Penalty: 6067.390137
	Iteration 12Q: 3 clusters Score -2.625544e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112251 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -26255752.000000 Penalty: 6067.390137
	Iteration 13Q: 3 clusters Score -2.625575e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112639 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -26255844.000000 Penalty: 6067.390137
	Iteration 14Q: 3 clusters Score -2.625584e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112958 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -26256228.000000 Penalty: 6067.390137
	Iteration 15Q: 3 clusters Score -2.625623e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -26256656.000000 Penalty: 6067.390137
	Iteration 16Q: 3 clusters Score -2.625666e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -26257086.000000 Penalty: 6067.390137
	Iteration 17Q: 3 clusters Score -2.625709e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -26257320.000000 Penalty: 6067.390137
	Iteration 18Q: 3 clusters Score -2.625732e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -26257664.000000 Penalty: 6067.390137
	Iteration 19Q: 3 clusters Score -2.625766e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -26258050.000000 Penalty: 6067.390137
	Iteration 20F: 3 clusters Score -2.625805e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114602 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -26258336.000000 Penalty: 6067.390137
	Iteration 21Q: 3 clusters Score -2.625834e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -26258632.000000 Penalty: 6067.390137
	Iteration 22Q: 3 clusters Score -2.625863e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -26258938.000000 Penalty: 6067.390137
	Iteration 23Q: 3 clusters Score -2.625894e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -26259342.000000 Penalty: 6067.390137
	Iteration 24Q: 3 clusters Score -2.625934e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 89418 members 
Entering Unmasked Estep 
Score: -26259752.000000 Penalty: 6067.390137
	Iteration 25Q: 3 clusters Score -2.625975e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 89003 members 
Entering Unmasked Estep 
Score: -26260070.000000 Penalty: 6067.390137
	Iteration 26Q: 3 clusters Score -2.626007e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116741 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -26260496.000000 Penalty: 6067.390137
	Iteration 27Q: 3 clusters Score -2.62605e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117198 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -26260812.000000 Penalty: 6067.390137
	Iteration 28Q: 3 clusters Score -2.626081e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -26261172.000000 Penalty: 6067.390137
	Iteration 29Q: 3 clusters Score -2.626117e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118262 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -26261424.000000 Penalty: 6067.390137
	Iteration 30Q: 3 clusters Score -2.626142e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118880 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -26261766.000000 Penalty: 6067.390137
	Iteration 31Q: 3 clusters Score -2.626177e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -26262152.000000 Penalty: 6067.390137
	Iteration 32Q: 3 clusters Score -2.626215e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -26262600.000000 Penalty: 6067.390137
	Iteration 33Q: 3 clusters Score -2.62626e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -26262924.000000 Penalty: 6067.390137
	Iteration 34Q: 3 clusters Score -2.626292e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -26263350.000000 Penalty: 6067.390137
	Iteration 35Q: 3 clusters Score -2.626335e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122463 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -26263598.000000 Penalty: 6067.390137
	Iteration 36Q: 3 clusters Score -2.62636e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123272 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -26263836.000000 Penalty: 6067.390137
	Iteration 37Q: 3 clusters Score -2.626384e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -26264120.000000 Penalty: 6067.390137
	Iteration 38Q: 3 clusters Score -2.626412e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -26264336.000000 Penalty: 6067.390137
	Iteration 39Q: 3 clusters Score -2.626434e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -26264670.000000 Penalty: 6067.390137
	Iteration 40F: 3 clusters Score -2.626467e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127430 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -26264860.000000 Penalty: 6067.390137
	Iteration 41Q: 3 clusters Score -2.626486e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -26265094.000000 Penalty: 6067.390137
	Iteration 42Q: 3 clusters Score -2.626509e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129948 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -26265352.000000 Penalty: 6067.390137
	Iteration 43Q: 3 clusters Score -2.626535e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131248 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -26265466.000000 Penalty: 6067.390137
	Iteration 44Q: 3 clusters Score -2.626547e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132603 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -26265544.000000 Penalty: 6067.390137
	Iteration 45Q: 3 clusters Score -2.626554e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133959 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -26265646.000000 Penalty: 6067.390137
	Iteration 46Q: 3 clusters Score -2.626565e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135329 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -26265914.000000 Penalty: 6067.390137
	Iteration 47Q: 3 clusters Score -2.626591e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136736 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -26266196.000000 Penalty: 6067.390137
	Iteration 48Q: 3 clusters Score -2.62662e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -26266380.000000 Penalty: 6067.390137
	Iteration 49Q: 3 clusters Score -2.626638e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139585 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -26266496.000000 Penalty: 6067.390137
	Iteration 50Q: 3 clusters Score -2.62665e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140981 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -26266648.000000 Penalty: 6067.390137
	Iteration 51Q: 3 clusters Score -2.626665e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142362 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -26266956.000000 Penalty: 6067.390137
	Iteration 52Q: 3 clusters Score -2.626696e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -26267134.000000 Penalty: 6067.390137
	Iteration 53Q: 3 clusters Score -2.626713e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145194 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -26267340.000000 Penalty: 6067.390137
	Iteration 54Q: 3 clusters Score -2.626734e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146590 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -26267548.000000 Penalty: 6067.390137
	Iteration 55Q: 3 clusters Score -2.626755e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -26267768.000000 Penalty: 6067.390137
	Iteration 56Q: 3 clusters Score -2.626777e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -26267902.000000 Penalty: 6067.390137
	Iteration 57Q: 3 clusters Score -2.62679e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -26268114.000000 Penalty: 6067.390137
	Iteration 58Q: 3 clusters Score -2.626811e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -26268416.000000 Penalty: 6067.390137
	Iteration 59Q: 3 clusters Score -2.626842e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -26268714.000000 Penalty: 6067.390137
	Iteration 60F: 3 clusters Score -2.626871e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -26269100.000000 Penalty: 6067.390137
	Iteration 61Q: 3 clusters Score -2.62691e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156722 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -26269400.000000 Penalty: 6067.390137
	Iteration 62Q: 3 clusters Score -2.62694e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -26269570.000000 Penalty: 6067.390137
	Iteration 63Q: 3 clusters Score -2.626957e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -26269688.000000 Penalty: 6067.390137
	Iteration 64Q: 3 clusters Score -2.626969e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -26270010.000000 Penalty: 6067.390137
	Iteration 65Q: 3 clusters Score -2.627001e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -26270472.000000 Penalty: 6067.390137
	Iteration 66Q: 3 clusters Score -2.627047e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -26270846.000000 Penalty: 6067.390137
	Iteration 67Q: 3 clusters Score -2.627085e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -26271188.000000 Penalty: 6067.390137
	Iteration 68Q: 3 clusters Score -2.627119e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168450 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -26271534.000000 Penalty: 6067.390137
	Iteration 69Q: 3 clusters Score -2.627153e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -26271858.000000 Penalty: 6067.390137
	Iteration 70Q: 3 clusters Score -2.627186e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171656 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -26272106.000000 Penalty: 6067.390137
	Iteration 71Q: 3 clusters Score -2.627211e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173221 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -26272374.000000 Penalty: 6067.390137
	Iteration 72Q: 3 clusters Score -2.627237e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174776 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -26272628.000000 Penalty: 6067.390137
	Iteration 73Q: 3 clusters Score -2.627263e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176358 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -26272958.000000 Penalty: 6067.390137
	Iteration 74Q: 3 clusters Score -2.627296e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177926 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -26273274.000000 Penalty: 6067.390137
	Iteration 75Q: 3 clusters Score -2.627327e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179469 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -26273594.000000 Penalty: 6067.390137
	Iteration 76Q: 3 clusters Score -2.627359e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -26273982.000000 Penalty: 6067.390137
	Iteration 77Q: 3 clusters Score -2.627398e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182696 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -26274458.000000 Penalty: 6067.390137
	Iteration 78Q: 3 clusters Score -2.627446e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184286 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -26274650.000000 Penalty: 6067.390137
	Iteration 79Q: 3 clusters Score -2.627465e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185851 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -26275080.000000 Penalty: 6067.390137
	Iteration 80F: 3 clusters Score -2.627508e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -26275330.000000 Penalty: 6067.390137
	Iteration 81Q: 3 clusters Score -2.627533e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188915 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -26275666.000000 Penalty: 6067.390137
	Iteration 82Q: 3 clusters Score -2.627567e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190370 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -26276040.000000 Penalty: 6067.390137
	Iteration 83Q: 3 clusters Score -2.627604e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191737 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -26276184.000000 Penalty: 6067.390137
	Iteration 84Q: 3 clusters Score -2.627618e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193064 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -26276540.000000 Penalty: 6067.390137
	Iteration 85Q: 3 clusters Score -2.627654e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194305 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -26276784.000000 Penalty: 6067.390137
	Iteration 86Q: 3 clusters Score -2.627678e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195413 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -26277012.000000 Penalty: 6067.390137
	Iteration 87Q: 3 clusters Score -2.627701e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196371 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -26277166.000000 Penalty: 6067.390137
	Iteration 88Q: 3 clusters Score -2.627717e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197215 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -26277334.000000 Penalty: 6067.390137
	Iteration 89Q: 3 clusters Score -2.627733e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197963 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -26277480.000000 Penalty: 6067.390137
	Iteration 90Q: 3 clusters Score -2.627748e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198623 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -26277624.000000 Penalty: 6067.390137
	Iteration 91Q: 3 clusters Score -2.627762e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199229 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -26277668.000000 Penalty: 6067.390137
	Iteration 92Q: 3 clusters Score -2.627767e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199762 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -26277828.000000 Penalty: 6067.390137
	Iteration 93Q: 3 clusters Score -2.627783e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200233 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -26277918.000000 Penalty: 6067.390137
	Iteration 94Q: 3 clusters Score -2.627792e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -26278034.000000 Penalty: 6067.390137
	Iteration 95Q: 3 clusters Score -2.627803e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201003 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -26278024.000000 Penalty: 6067.390137
	Iteration 96Q: 3 clusters Score -2.627802e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201301 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -26278082.000000 Penalty: 6067.390137
	Iteration 97Q: 3 clusters Score -2.627808e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201559 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -26278200.000000 Penalty: 6067.390137
	Iteration 98Q: 3 clusters Score -2.62782e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201785 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -26278232.000000 Penalty: 6067.390137
	Iteration 99Q: 3 clusters Score -2.627823e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201979 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -26278262.000000 Penalty: 6067.390137
	Iteration 100F: 3 clusters Score -2.627826e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202145 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -26278304.000000 Penalty: 6067.390137
	Iteration 101Q: 3 clusters Score -2.62783e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202305 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -26278362.000000 Penalty: 6067.390137
	Iteration 102Q: 3 clusters Score -2.627836e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202433 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -26278364.000000 Penalty: 6067.390137
	Iteration 103Q: 3 clusters Score -2.627836e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202540 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -26278414.000000 Penalty: 6067.390137
	Iteration 104Q: 3 clusters Score -2.627841e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202635 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -26278436.000000 Penalty: 6067.390137
	Iteration 105Q: 3 clusters Score -2.627844e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202719 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -26278434.000000 Penalty: 6067.390137
	Iteration 106Q: 3 clusters Score -2.627843e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202785 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -26278420.000000 Penalty: 6067.390137
	Iteration 107Q: 3 clusters Score -2.627842e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202848 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -26278412.000000 Penalty: 6067.390137
	Iteration 108Q: 3 clusters Score -2.627841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202891 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -26278436.000000 Penalty: 6067.390137
	Iteration 109Q: 3 clusters Score -2.627844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202931 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -26278482.000000 Penalty: 6067.390137
	Iteration 110Q: 3 clusters Score -2.627848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202969 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -26278502.000000 Penalty: 6067.390137
	Iteration 111Q: 3 clusters Score -2.62785e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203004 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -26278470.000000 Penalty: 6067.390137
	Iteration 112Q: 3 clusters Score -2.627847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203041 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -26278500.000000 Penalty: 6067.390137
	Iteration 113Q: 3 clusters Score -2.62785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203059 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -26278496.000000 Penalty: 6067.390137
	Iteration 114Q: 3 clusters Score -2.62785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -26278498.000000 Penalty: 6067.390137
	Iteration 115Q: 3 clusters Score -2.62785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203111 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -26278502.000000 Penalty: 6067.390137
	Iteration 116Q: 3 clusters Score -2.62785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203137 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -26278520.000000 Penalty: 6067.390137
	Iteration 117Q: 3 clusters Score -2.627852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203165 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -26278502.000000 Penalty: 6067.390137
	Iteration 118Q: 3 clusters Score -2.62785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203184 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -26278496.000000 Penalty: 6067.390137
	Iteration 119Q: 3 clusters Score -2.62785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203203 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -26278520.000000 Penalty: 6067.390137
	Iteration 120F: 3 clusters Score -2.627852e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203221 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -26278516.000000 Penalty: 6067.390137
	Iteration 121Q: 3 clusters Score -2.627852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203241 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -26278568.000000 Penalty: 6067.390137
	Iteration 122Q: 3 clusters Score -2.627857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203261 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -26278572.000000 Penalty: 6067.390137
	Iteration 123Q: 3 clusters Score -2.627857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203277 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -26278600.000000 Penalty: 6067.390137
	Iteration 124Q: 3 clusters Score -2.62786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203290 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26278584.000000 Penalty: 6067.390137
	Iteration 125Q: 3 clusters Score -2.627858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203306 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -26278596.000000 Penalty: 6067.390137
	Iteration 126Q: 3 clusters Score -2.62786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203317 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26278610.000000 Penalty: 6067.390137
	Iteration 127Q: 3 clusters Score -2.627861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203326 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -26278616.000000 Penalty: 6067.390137
	Iteration 128Q: 3 clusters Score -2.627862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203337 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -26278608.000000 Penalty: 6067.390137
	Iteration 129Q: 3 clusters Score -2.627861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203342 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -26278612.000000 Penalty: 6067.390137
	Iteration 130Q: 3 clusters Score -2.627861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203347 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -26278606.000000 Penalty: 6067.390137
	Iteration 131Q: 3 clusters Score -2.627861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203353 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -26278626.000000 Penalty: 6067.390137
	Iteration 132Q: 3 clusters Score -2.627863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203361 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -26278634.000000 Penalty: 6067.390137
	Iteration 133Q: 3 clusters Score -2.627863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203372 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -26278634.000000 Penalty: 6067.390137
	Iteration 134Q: 3 clusters Score -2.627863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203379 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -26278634.000000 Penalty: 6067.390137
	Iteration 135Q: 3 clusters Score -2.627863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203383 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -26278642.000000 Penalty: 6067.390137
	Iteration 136Q: 3 clusters Score -2.627864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203388 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -26278654.000000 Penalty: 6067.390137
	Iteration 137Q: 3 clusters Score -2.627865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203398 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -26278638.000000 Penalty: 6067.390137
	Iteration 138Q: 3 clusters Score -2.627864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203407 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -26278632.000000 Penalty: 6067.390137
	Iteration 139Q: 3 clusters Score -2.627863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203424 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -26278614.000000 Penalty: 6067.390137
	Iteration 140F: 3 clusters Score -2.627861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203430 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -26278624.000000 Penalty: 6067.390137
	Iteration 141Q: 3 clusters Score -2.627862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203441 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -26278622.000000 Penalty: 6067.390137
	Iteration 142Q: 3 clusters Score -2.627862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203448 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -26278634.000000 Penalty: 6067.390137
	Iteration 143Q: 3 clusters Score -2.627863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203455 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -26278626.000000 Penalty: 6067.390137
	Iteration 144Q: 3 clusters Score -2.627863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203461 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -26278628.000000 Penalty: 6067.390137
	Iteration 145Q: 3 clusters Score -2.627863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203470 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -26278630.000000 Penalty: 6067.390137
	Iteration 146Q: 3 clusters Score -2.627863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203482 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -26278624.000000 Penalty: 6067.390137
	Iteration 147Q: 3 clusters Score -2.627862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203490 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -26278642.000000 Penalty: 6067.390137
	Iteration 148Q: 3 clusters Score -2.627864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203501 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -26278642.000000 Penalty: 6067.390137
	Iteration 149Q: 3 clusters Score -2.627864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203512 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -26278666.000000 Penalty: 6067.390137
	Iteration 150Q: 3 clusters Score -2.627867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -26278658.000000 Penalty: 6067.390137
	Iteration 151Q: 3 clusters Score -2.627866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203521 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -26278694.000000 Penalty: 6067.390137
	Iteration 152Q: 3 clusters Score -2.627869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203527 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -26278708.000000 Penalty: 6067.390137
	Iteration 153Q: 3 clusters Score -2.627871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203536 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -26278688.000000 Penalty: 6067.390137
	Iteration 154Q: 3 clusters Score -2.627869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203541 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -26278698.000000 Penalty: 6067.390137
	Iteration 155Q: 3 clusters Score -2.62787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203548 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -26278710.000000 Penalty: 6067.390137
	Iteration 156Q: 3 clusters Score -2.627871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203550 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -26278712.000000 Penalty: 6067.390137
	Iteration 157Q: 3 clusters Score -2.627871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203563 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -26278714.000000 Penalty: 6067.390137
	Iteration 158Q: 3 clusters Score -2.627871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203566 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -26278712.000000 Penalty: 6067.390137
	Iteration 159Q: 3 clusters Score -2.627871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203571 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -26278724.000000 Penalty: 6067.390137
	Iteration 160F: 3 clusters Score -2.627872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203574 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -26278734.000000 Penalty: 6067.390137
	Iteration 161Q: 3 clusters Score -2.627873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203577 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -26278712.000000 Penalty: 6067.390137
	Iteration 162Q: 3 clusters Score -2.627871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203579 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -26278712.000000 Penalty: 6067.390137
	Iteration 163Q: 3 clusters Score -2.627871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203580 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -26278704.000000 Penalty: 6067.390137
	Iteration 164Q: 3 clusters Score -2.62787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203582 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -26278704.000000 Penalty: 6067.390137
	Iteration 165Q: 3 clusters Score -2.62787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203583 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -26278704.000000 Penalty: 6067.390137
	Iteration 166Q: 3 clusters Score -2.62787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203586 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -26278712.000000 Penalty: 6067.390137
	Iteration 167Q: 3 clusters Score -2.627871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203588 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -26278722.000000 Penalty: 6067.390137
	Iteration 168Q: 3 clusters Score -2.627872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203592 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -26278728.000000 Penalty: 6067.390137
	Iteration 169Q: 3 clusters Score -2.627873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203594 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -26278704.000000 Penalty: 6067.390137
	Iteration 170Q: 3 clusters Score -2.62787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203596 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -26278722.000000 Penalty: 6067.390137
	Iteration 171Q: 3 clusters Score -2.627872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203599 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -26278704.000000 Penalty: 6067.390137
	Iteration 172Q: 3 clusters Score -2.62787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203600 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -26278708.000000 Penalty: 6067.390137
	Iteration 173Q: 3 clusters Score -2.627871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203602 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -26278708.000000 Penalty: 6067.390137
	Iteration 174Q: 3 clusters Score -2.627871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203604 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -26278684.000000 Penalty: 6067.390137
	Iteration 175Q: 3 clusters Score -2.627868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203606 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -26278706.000000 Penalty: 6067.390137
	Iteration 176Q: 3 clusters Score -2.627871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203606 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -26278706.000000 Penalty: 6067.390137
	Iteration 177F: 3 clusters Score -2.627871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58655.593750 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58655.59 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58910.613281 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -58910.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59090.476562 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59090.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59234.367188 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -59234.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59481.519531 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -59481.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59913.585938 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -59913.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60532.089844 Penalty: 3153.489746
	Iteration 6F: 3 clusters Score -60532.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60862.574219 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -60862.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60895.460938 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -60895.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61021.488281 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -61021.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61101.117188 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -61101.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61104.179688 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -61104.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61104.179688 Penalty: 3153.489746
	Iteration 12F: 3 clusters Score -61104.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22856 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205385 members 
Mstep: Class 6 contains 376 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 55047 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 183751 members 
Mstep: Class 16 contains 63548 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187153 members 
Mstep: Class 22 contains 243552 members 
Mstep: Class 23 contains 170310 members 
Entering Unmasked Estep 
Score: -149683408.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149684496.000000 to -149683408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61656.128906 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61656.13 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61900.343750 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61900.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62021.953125 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -62021.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62128.597656 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -62128.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62193.605469 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -62193.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62256.722656 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62256.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62323.296875 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62323.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62358.109375 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62358.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62385.128906 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62385.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62410.031250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62410.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62421.097656 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62428.953125 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -62428.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62430.375000 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -62430.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62433.101562 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -62433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -62436.851562 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -62436.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62445.007812 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -62445.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62449.265625 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -62449.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62457.679688 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -62457.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62460.753906 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -62460.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62460.753906 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -62460.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 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 193 members 
Entering Unmasked Estep 
Score: -38896.988281 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38896.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39104.582031 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39104.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39181.531250 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39181.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39221.796875 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39275.687500 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39275.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39357.570312 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39357.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39414.941406 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39414.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39439.664062 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39439.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39452.156250 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -39452.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39470.320312 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -39470.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39474.074219 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -39474.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39474.074219 Penalty: 2942.393555
	Iteration 11F: 3 clusters Score -39474.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Entering Unmasked Estep 
Score: -1449114.250000 Penalty: 2310.982178
	Iteration 0F: 2 clusters Score -1449114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1440690.625000 Penalty: 4621.964355
	Iteration 0F: 3 clusters Score -1440691 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1443184.250000 Penalty: 4621.964355
	Iteration 1F: 3 clusters Score -1443184 nChanged 755
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5614 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5636 members 
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Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1444211 nChanged 188
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Mstep: Class 1 contains 5656 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1444302 nChanged 164
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Mstep: Class 1 contains 5724 members 
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Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1444338 nChanged 137
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1444372 nChanged 144
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Mstep: Class 1 contains 5737 members 
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1444412 nChanged 162
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Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1444460 nChanged 176
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Mstep: Class 1 contains 5725 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1444507 nChanged 186
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Mstep: Class 1 contains 5723 members 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1444573 nChanged 178
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Mstep: Class 1 contains 5739 members 
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1444627 nChanged 191
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Mstep: Class 1 contains 5742 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1444687 nChanged 195
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1444758 nChanged 195
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Mstep: Class 1 contains 5728 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1444827 nChanged 201
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Mstep: Class 1 contains 5735 members 
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Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1444914 nChanged 229
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1445008 nChanged 256
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Mstep: Class 1 contains 5764 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1445129 nChanged 245
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Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1445227 nChanged 238
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Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1445317 nChanged 191
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Mstep: Class 1 contains 5812 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1445438 nChanged 132
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Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1445472 nChanged 99
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Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1445498 nChanged 72
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1445513 nChanged 59
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Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1445527 nChanged 47
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Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1445536 nChanged 47
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Mstep: Class 1 contains 5920 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1445546 nChanged 46
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Mstep: Class 1 contains 5928 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1445556 nChanged 43
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1445569 nChanged 39
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1445572 nChanged 36
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1445581 nChanged 30
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Mstep: Class 1 contains 5950 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1445588 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5960 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1445593 nChanged 34
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Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1445599 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1445609 nChanged 24
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Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6038 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1445614 nChanged 20
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Mstep: Class 1 contains 6040 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1445621 nChanged 21
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Mstep: Class 1 contains 6053 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1445624 nChanged 23
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Mstep: Class 1 contains 6070 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1445626 nChanged 22
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Mstep: Class 1 contains 6090 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1445629 nChanged 18
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Mstep: Class 1 contains 6102 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1445634 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1445635 nChanged 10
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Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1445638 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1445637 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6144 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1445645 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1445644 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1445646 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1445650 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1445652 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1445651 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1445657 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1445663 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1445666 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1445670 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1445673 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1445680 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1445688 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6339 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1445692 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1445698 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1445700 nChanged 22
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Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1445708 nChanged 25
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Mstep: Class 1 contains 6350 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1445714 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1445721.250000 Penalty: 4621.964355
	Iteration 72Q: 3 clusters Score -1445721 nChanged 34
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Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1445724 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6361 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1445731 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1445739.625000 Penalty: 4621.964355
	Iteration 75Q: 3 clusters Score -1445740 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6395 members 
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Entering Unmasked Estep 
Score: -1445749.250000 Penalty: 4621.964355
	Iteration 76Q: 3 clusters Score -1445749 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1445758 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1445769 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1445776 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6475 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1445786 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1445797 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6491 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1445798 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1445804 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6481 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1445812 nChanged 36
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Mstep: Class 1 contains 6479 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1445826 nChanged 40
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Mstep: Class 1 contains 6485 members 
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Entering Unmasked Estep 
Score: -1445833.250000 Penalty: 4621.964355
	Iteration 86Q: 3 clusters Score -1445833 nChanged 39
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Mstep: Class 1 contains 6494 members 
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Entering Unmasked Estep 
Score: -1445841.750000 Penalty: 4621.964355
	Iteration 87Q: 3 clusters Score -1445842 nChanged 40
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Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1445848 nChanged 38
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Mstep: Class 1 contains 6520 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1445857 nChanged 36
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Mstep: Class 1 contains 6540 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1445862 nChanged 36
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Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1445866 nChanged 25
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Mstep: Class 1 contains 6573 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1445872 nChanged 36
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Mstep: Class 1 contains 6595 members 
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Entering Unmasked Estep 
Score: -1445881.625000 Penalty: 4621.964355
	Iteration 93Q: 3 clusters Score -1445882 nChanged 36
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Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1445890.500000 Penalty: 4621.964355
	Iteration 94Q: 3 clusters Score -1445890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1445896.375000 Penalty: 4621.964355
	Iteration 95Q: 3 clusters Score -1445896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1445909.625000 Penalty: 4621.964355
	Iteration 96Q: 3 clusters Score -1445910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1445921.000000 Penalty: 4621.964355
	Iteration 97Q: 3 clusters Score -1445921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1445929.750000 Penalty: 4621.964355
	Iteration 98Q: 3 clusters Score -1445930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1445943.750000 Penalty: 4621.964355
	Iteration 99Q: 3 clusters Score -1445944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1445962.625000 Penalty: 4621.964355
	Iteration 100F: 3 clusters Score -1445963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1445979.750000 Penalty: 4621.964355
	Iteration 101Q: 3 clusters Score -1445980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1445998.750000 Penalty: 4621.964355
	Iteration 102Q: 3 clusters Score -1445999 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1446013.625000 Penalty: 4621.964355
	Iteration 103Q: 3 clusters Score -1446014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1446034.000000 Penalty: 4621.964355
	Iteration 104Q: 3 clusters Score -1446034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1446061.125000 Penalty: 4621.964355
	Iteration 105Q: 3 clusters Score -1446061 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1446089.625000 Penalty: 4621.964355
	Iteration 106Q: 3 clusters Score -1446090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1446118.500000 Penalty: 4621.964355
	Iteration 107Q: 3 clusters Score -1446118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1446150.500000 Penalty: 4621.964355
	Iteration 108Q: 3 clusters Score -1446150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1446186.125000 Penalty: 4621.964355
	Iteration 109Q: 3 clusters Score -1446186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1446214.250000 Penalty: 4621.964355
	Iteration 110Q: 3 clusters Score -1446214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1446248.875000 Penalty: 4621.964355
	Iteration 111Q: 3 clusters Score -1446249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1446287.750000 Penalty: 4621.964355
	Iteration 112Q: 3 clusters Score -1446288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1446325.250000 Penalty: 4621.964355
	Iteration 113Q: 3 clusters Score -1446325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1446367.625000 Penalty: 4621.964355
	Iteration 114Q: 3 clusters Score -1446368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1446406.625000 Penalty: 4621.964355
	Iteration 115Q: 3 clusters Score -1446407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1446441.125000 Penalty: 4621.964355
	Iteration 116Q: 3 clusters Score -1446441 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1446473.750000 Penalty: 4621.964355
	Iteration 117Q: 3 clusters Score -1446474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1446508.125000 Penalty: 4621.964355
	Iteration 118Q: 3 clusters Score -1446508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1446535.750000 Penalty: 4621.964355
	Iteration 119Q: 3 clusters Score -1446536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1446558.875000 Penalty: 4621.964355
	Iteration 120F: 3 clusters Score -1446559 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1446581.875000 Penalty: 4621.964355
	Iteration 121Q: 3 clusters Score -1446582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1446603.125000 Penalty: 4621.964355
	Iteration 122Q: 3 clusters Score -1446603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1446620.750000 Penalty: 4621.964355
	Iteration 123Q: 3 clusters Score -1446621 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1446640.125000 Penalty: 4621.964355
	Iteration 124Q: 3 clusters Score -1446640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1446661.625000 Penalty: 4621.964355
	Iteration 125Q: 3 clusters Score -1446662 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1446681.375000 Penalty: 4621.964355
	Iteration 126Q: 3 clusters Score -1446681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1446696.875000 Penalty: 4621.964355
	Iteration 127Q: 3 clusters Score -1446697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1446707.250000 Penalty: 4621.964355
	Iteration 128Q: 3 clusters Score -1446707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1446720.625000 Penalty: 4621.964355
	Iteration 129Q: 3 clusters Score -1446721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1446733.875000 Penalty: 4621.964355
	Iteration 130Q: 3 clusters Score -1446734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1446750.375000 Penalty: 4621.964355
	Iteration 131Q: 3 clusters Score -1446750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1446764.000000 Penalty: 4621.964355
	Iteration 132Q: 3 clusters Score -1446764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1446785.500000 Penalty: 4621.964355
	Iteration 133Q: 3 clusters Score -1446786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1446806.125000 Penalty: 4621.964355
	Iteration 134Q: 3 clusters Score -1446806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1446822.750000 Penalty: 4621.964355
	Iteration 135Q: 3 clusters Score -1446823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1446836.625000 Penalty: 4621.964355
	Iteration 136Q: 3 clusters Score -1446837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1446854.500000 Penalty: 4621.964355
	Iteration 137Q: 3 clusters Score -1446854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1446869.875000 Penalty: 4621.964355
	Iteration 138Q: 3 clusters Score -1446870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1446891.125000 Penalty: 4621.964355
	Iteration 139Q: 3 clusters Score -1446891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1446909.500000 Penalty: 4621.964355
	Iteration 140F: 3 clusters Score -1446910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1446935.000000 Penalty: 4621.964355
	Iteration 141Q: 3 clusters Score -1446935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1446948.750000 Penalty: 4621.964355
	Iteration 142Q: 3 clusters Score -1446949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1446962.875000 Penalty: 4621.964355
	Iteration 143Q: 3 clusters Score -1446963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1446982.375000 Penalty: 4621.964355
	Iteration 144Q: 3 clusters Score -1446982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1447002.625000 Penalty: 4621.964355
	Iteration 145Q: 3 clusters Score -1447003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1447018.500000 Penalty: 4621.964355
	Iteration 146Q: 3 clusters Score -1447018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1447032.625000 Penalty: 4621.964355
	Iteration 147Q: 3 clusters Score -1447033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1447046.250000 Penalty: 4621.964355
	Iteration 148Q: 3 clusters Score -1447046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1447061.125000 Penalty: 4621.964355
	Iteration 149Q: 3 clusters Score -1447061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1447072.875000 Penalty: 4621.964355
	Iteration 150Q: 3 clusters Score -1447073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1447082.125000 Penalty: 4621.964355
	Iteration 151Q: 3 clusters Score -1447082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1447092.000000 Penalty: 4621.964355
	Iteration 152Q: 3 clusters Score -1447092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1447092.500000 Penalty: 4621.964355
	Iteration 153Q: 3 clusters Score -1447092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1447099.500000 Penalty: 4621.964355
	Iteration 154Q: 3 clusters Score -1447100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1447101.375000 Penalty: 4621.964355
	Iteration 155Q: 3 clusters Score -1447101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1447102.000000 Penalty: 4621.964355
	Iteration 156Q: 3 clusters Score -1447102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1447107.875000 Penalty: 4621.964355
	Iteration 157Q: 3 clusters Score -1447108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1447108.625000 Penalty: 4621.964355
	Iteration 158Q: 3 clusters Score -1447109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1447110.500000 Penalty: 4621.964355
	Iteration 159Q: 3 clusters Score -1447110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1447108.250000 Penalty: 4621.964355
	Iteration 160F: 3 clusters Score -1447108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1447110.750000 Penalty: 4621.964355
	Iteration 161Q: 3 clusters Score -1447111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1447109.750000 Penalty: 4621.964355
	Iteration 162Q: 3 clusters Score -1447110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1447113.000000 Penalty: 4621.964355
	Iteration 163Q: 3 clusters Score -1447113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1447115.000000 Penalty: 4621.964355
	Iteration 164Q: 3 clusters Score -1447115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1447114.000000 Penalty: 4621.964355
	Iteration 165Q: 3 clusters Score -1447114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1447116.125000 Penalty: 4621.964355
	Iteration 166Q: 3 clusters Score -1447116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1447116.250000 Penalty: 4621.964355
	Iteration 167Q: 3 clusters Score -1447116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1447116.750000 Penalty: 4621.964355
	Iteration 168Q: 3 clusters Score -1447117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1447117.125000 Penalty: 4621.964355
	Iteration 169Q: 3 clusters Score -1447117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1447121.250000 Penalty: 4621.964355
	Iteration 170Q: 3 clusters Score -1447121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1447121.625000 Penalty: 4621.964355
	Iteration 171Q: 3 clusters Score -1447122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1447122.375000 Penalty: 4621.964355
	Iteration 172Q: 3 clusters Score -1447122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1447122.375000 Penalty: 4621.964355
	Iteration 173F: 3 clusters Score -1447122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Entering Unmasked Estep 
Score: -7080053.500000 Penalty: 2707.153564
	Iteration 0F: 2 clusters Score -7080054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -7043118.500000 Penalty: 5414.307129
	Iteration 0F: 3 clusters Score -7043118 nChanged 25510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -7057252.000000 Penalty: 5414.307129
	Iteration 1F: 3 clusters Score -7057252 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7057808.500000 Penalty: 5414.307129
	Iteration 2Q: 3 clusters Score -7057808 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -7058509.500000 Penalty: 5414.307129
	Iteration 3Q: 3 clusters Score -7058510 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -7059358.500000 Penalty: 5414.307129
	Iteration 4Q: 3 clusters Score -7059358 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -7060422.000000 Penalty: 5414.307129
	Iteration 5Q: 3 clusters Score -7060422 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -7061797.000000 Penalty: 5414.307129
	Iteration 6Q: 3 clusters Score -7061797 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7063784.000000 Penalty: 5414.307129
	Iteration 7F: 3 clusters Score -7063784 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -7066427.500000 Penalty: 5414.307129
	Iteration 8F: 3 clusters Score -7066428 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -7069736.000000 Penalty: 5414.307129
	Iteration 9F: 3 clusters Score -7069736 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7072518.000000 Penalty: 5414.307129
	Iteration 10F: 3 clusters Score -7072518 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7073677.500000 Penalty: 5414.307129
	Iteration 11Q: 3 clusters Score -7073678 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -7074210.500000 Penalty: 5414.307129
	Iteration 12Q: 3 clusters Score -7074210 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7074522.500000 Penalty: 5414.307129
	Iteration 13Q: 3 clusters Score -7074522 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7074783.500000 Penalty: 5414.307129
	Iteration 14Q: 3 clusters Score -7074784 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7075009.000000 Penalty: 5414.307129
	Iteration 15Q: 3 clusters Score -7075009 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -7075201.000000 Penalty: 5414.307129
	Iteration 16Q: 3 clusters Score -7075201 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -7075383.500000 Penalty: 5414.307129
	Iteration 17Q: 3 clusters Score -7075384 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -7075530.500000 Penalty: 5414.307129
	Iteration 18Q: 3 clusters Score -7075530 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -7075689.000000 Penalty: 5414.307129
	Iteration 19Q: 3 clusters Score -7075689 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -7075826.500000 Penalty: 5414.307129
	Iteration 20F: 3 clusters Score -7075826 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -7075964.000000 Penalty: 5414.307129
	Iteration 21Q: 3 clusters Score -7075964 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -7076096.000000 Penalty: 5414.307129
	Iteration 22Q: 3 clusters Score -7076096 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -7076251.000000 Penalty: 5414.307129
	Iteration 23Q: 3 clusters Score -7076251 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -7076395.000000 Penalty: 5414.307129
	Iteration 24Q: 3 clusters Score -7076395 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -7076546.000000 Penalty: 5414.307129
	Iteration 25Q: 3 clusters Score -7076546 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -7076632.500000 Penalty: 5414.307129
	Iteration 26Q: 3 clusters Score -7076632 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -7076761.000000 Penalty: 5414.307129
	Iteration 27Q: 3 clusters Score -7076761 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -7076861.500000 Penalty: 5414.307129
	Iteration 28Q: 3 clusters Score -7076862 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -7076975.500000 Penalty: 5414.307129
	Iteration 29Q: 3 clusters Score -7076976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -7077063.500000 Penalty: 5414.307129
	Iteration 30Q: 3 clusters Score -7077064 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -7077127.000000 Penalty: 5414.307129
	Iteration 31Q: 3 clusters Score -7077127 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -7077230.000000 Penalty: 5414.307129
	Iteration 32Q: 3 clusters Score -7077230 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -7077279.500000 Penalty: 5414.307129
	Iteration 33Q: 3 clusters Score -7077280 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -7077337.000000 Penalty: 5414.307129
	Iteration 34Q: 3 clusters Score -7077337 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -7077405.500000 Penalty: 5414.307129
	Iteration 35Q: 3 clusters Score -7077406 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -7077460.000000 Penalty: 5414.307129
	Iteration 36Q: 3 clusters Score -7077460 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -7077512.500000 Penalty: 5414.307129
	Iteration 37Q: 3 clusters Score -7077512 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -7077563.000000 Penalty: 5414.307129
	Iteration 38Q: 3 clusters Score -7077563 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -7077570.500000 Penalty: 5414.307129
	Iteration 39Q: 3 clusters Score -7077570 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -7077616.500000 Penalty: 5414.307129
	Iteration 40F: 3 clusters Score -7077616 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -7077645.500000 Penalty: 5414.307129
	Iteration 41Q: 3 clusters Score -7077646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -7077650.000000 Penalty: 5414.307129
	Iteration 42Q: 3 clusters Score -7077650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -7077676.000000 Penalty: 5414.307129
	Iteration 43Q: 3 clusters Score -7077676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -7077680.500000 Penalty: 5414.307129
	Iteration 44Q: 3 clusters Score -7077680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -7077713.000000 Penalty: 5414.307129
	Iteration 45Q: 3 clusters Score -7077713 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -7077743.500000 Penalty: 5414.307129
	Iteration 46Q: 3 clusters Score -7077744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -7077765.500000 Penalty: 5414.307129
	Iteration 47Q: 3 clusters Score -7077766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -7077791.500000 Penalty: 5414.307129
	Iteration 48Q: 3 clusters Score -7077792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7077814.500000 Penalty: 5414.307129
	Iteration 49Q: 3 clusters Score -7077814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -7077822.500000 Penalty: 5414.307129
	Iteration 50Q: 3 clusters Score -7077822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -7077857.500000 Penalty: 5414.307129
	Iteration 51Q: 3 clusters Score -7077858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -7077863.000000 Penalty: 5414.307129
	Iteration 52Q: 3 clusters Score -7077863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -7077877.000000 Penalty: 5414.307129
	Iteration 53Q: 3 clusters Score -7077877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -7077873.000000 Penalty: 5414.307129
	Iteration 54Q: 3 clusters Score -7077873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -7077901.500000 Penalty: 5414.307129
	Iteration 55Q: 3 clusters Score -7077902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -7077907.500000 Penalty: 5414.307129
	Iteration 56Q: 3 clusters Score -7077908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -7077919.500000 Penalty: 5414.307129
	Iteration 57Q: 3 clusters Score -7077920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -7077902.500000 Penalty: 5414.307129
	Iteration 58Q: 3 clusters Score -7077902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -7077916.500000 Penalty: 5414.307129
	Iteration 59Q: 3 clusters Score -7077916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -7077935.500000 Penalty: 5414.307129
	Iteration 60F: 3 clusters Score -7077936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -7077947.000000 Penalty: 5414.307129
	Iteration 61Q: 3 clusters Score -7077947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -7077969.000000 Penalty: 5414.307129
	Iteration 62Q: 3 clusters Score -7077969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -7077970.000000 Penalty: 5414.307129
	Iteration 63Q: 3 clusters Score -7077970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -7077996.000000 Penalty: 5414.307129
	Iteration 64Q: 3 clusters Score -7077996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -7077993.000000 Penalty: 5414.307129
	Iteration 65Q: 3 clusters Score -7077993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -7077988.000000 Penalty: 5414.307129
	Iteration 66Q: 3 clusters Score -7077988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -7077998.500000 Penalty: 5414.307129
	Iteration 67Q: 3 clusters Score -7077998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -7077997.500000 Penalty: 5414.307129
	Iteration 68Q: 3 clusters Score -7077998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -7078003.000000 Penalty: 5414.307129
	Iteration 69Q: 3 clusters Score -7078003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -7078008.000000 Penalty: 5414.307129
	Iteration 70Q: 3 clusters Score -7078008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -7078012.500000 Penalty: 5414.307129
	Iteration 71Q: 3 clusters Score -7078012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -7078001.000000 Penalty: 5414.307129
	Iteration 72Q: 3 clusters Score -7078001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -7078002.000000 Penalty: 5414.307129
	Iteration 73Q: 3 clusters Score -7078002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -7078005.500000 Penalty: 5414.307129
	Iteration 74Q: 3 clusters Score -7078006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -7078028.000000 Penalty: 5414.307129
	Iteration 75Q: 3 clusters Score -7078028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -7078027.000000 Penalty: 5414.307129
	Iteration 76Q: 3 clusters Score -7078027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7078031.000000 Penalty: 5414.307129
	Iteration 77Q: 3 clusters Score -7078031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7078040.000000 Penalty: 5414.307129
	Iteration 78Q: 3 clusters Score -7078040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -7078037.000000 Penalty: 5414.307129
	Iteration 79Q: 3 clusters Score -7078037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -7078033.000000 Penalty: 5414.307129
	Iteration 80F: 3 clusters Score -7078033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -7078036.500000 Penalty: 5414.307129
	Iteration 81Q: 3 clusters Score -7078036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7078035.500000 Penalty: 5414.307129
	Iteration 82Q: 3 clusters Score -7078036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7078039.500000 Penalty: 5414.307129
	Iteration 83Q: 3 clusters Score -7078040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -7078044.500000 Penalty: 5414.307129
	Iteration 84Q: 3 clusters Score -7078044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -7078041.000000 Penalty: 5414.307129
	Iteration 85Q: 3 clusters Score -7078041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -7078041.000000 Penalty: 5414.307129
	Iteration 86Q: 3 clusters Score -7078041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -7078039.500000 Penalty: 5414.307129
	Iteration 87Q: 3 clusters Score -7078040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -7078041.500000 Penalty: 5414.307129
	Iteration 88Q: 3 clusters Score -7078042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -7078041.500000 Penalty: 5414.307129
	Iteration 89Q: 3 clusters Score -7078042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7078041.500000 Penalty: 5414.307129
	Iteration 90Q: 3 clusters Score -7078042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7078041.500000 Penalty: 5414.307129
	Iteration 91F: 3 clusters Score -7078042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -679531.000000 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -679531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -674665.312500 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -674665.3 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -676033.312500 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -676033.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -676485.562500 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -676485.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -676836.375000 Penalty: 4276.915527
	Iteration 3F: 3 clusters Score -676836.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -677076.937500 Penalty: 4276.915527
	Iteration 4F: 3 clusters Score -677076.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -677231.125000 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -677231.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -677351.375000 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -677351.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -677445.562500 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -677445.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -677524.250000 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -677524.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -677588.000000 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -677588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -677639.250000 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -677639.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -677680.187500 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -677680.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -677712.250000 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -677712.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -677743.375000 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -677743.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -677776.812500 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -677776.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -677796.875000 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -677796.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -677814.000000 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -677814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -677826.812500 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -677826.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -677839.437500 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -677839.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -677849.687500 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -677849.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -677861.875000 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -677861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -677873.000000 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -677873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -677880.187500 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -677880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -677884.875000 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -677884.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -677891.812500 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -677891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -677896.437500 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -677896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -677902.125000 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -677902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -677907.000000 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -677907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -677917.562500 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -677917.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -677929.062500 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -677929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -677936.187500 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -677936.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -677944.437500 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -677944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -677948.500000 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -677948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -677952.687500 Penalty: 4276.915527
	Iteration 33Q: 3 clusters Score -677952.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -677956.500000 Penalty: 4276.915527
	Iteration 34Q: 3 clusters Score -677956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -677960.437500 Penalty: 4276.915527
	Iteration 35Q: 3 clusters Score -677960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -677963.687500 Penalty: 4276.915527
	Iteration 36Q: 3 clusters Score -677963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -677964.937500 Penalty: 4276.915527
	Iteration 37Q: 3 clusters Score -677964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -677968.000000 Penalty: 4276.915527
	Iteration 38Q: 3 clusters Score -677968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -677967.937500 Penalty: 4276.915527
	Iteration 39Q: 3 clusters Score -677967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -677970.875000 Penalty: 4276.915527
	Iteration 40F: 3 clusters Score -677970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -677971.375000 Penalty: 4276.915527
	Iteration 41Q: 3 clusters Score -677971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -677971.250000 Penalty: 4276.915527
	Iteration 42Q: 3 clusters Score -677971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -677971.250000 Penalty: 4276.915527
	Iteration 43F: 3 clusters Score -677971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -540091.750000 Penalty: 2076.125488
	Iteration 0F: 2 clusters Score -540091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -535953.125000 Penalty: 4152.250977
	Iteration 0F: 3 clusters Score -535953.1 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -536909.812500 Penalty: 4152.250977
	Iteration 1F: 3 clusters Score -536909.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -537101.812500 Penalty: 4152.250977
	Iteration 2F: 3 clusters Score -537101.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -537216.125000 Penalty: 4152.250977
	Iteration 3Q: 3 clusters Score -537216.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -537306.125000 Penalty: 4152.250977
	Iteration 4Q: 3 clusters Score -537306.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -537377.375000 Penalty: 4152.250977
	Iteration 5Q: 3 clusters Score -537377.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -537470.312500 Penalty: 4152.250977
	Iteration 6Q: 3 clusters Score -537470.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -537567.187500 Penalty: 4152.250977
	Iteration 7Q: 3 clusters Score -537567.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -537646.500000 Penalty: 4152.250977
	Iteration 8Q: 3 clusters Score -537646.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -537707.500000 Penalty: 4152.250977
	Iteration 9Q: 3 clusters Score -537707.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -537755.125000 Penalty: 4152.250977
	Iteration 10Q: 3 clusters Score -537755.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -537799.937500 Penalty: 4152.250977
	Iteration 11Q: 3 clusters Score -537799.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -537859.000000 Penalty: 4152.250977
	Iteration 12Q: 3 clusters Score -537859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -537900.562500 Penalty: 4152.250977
	Iteration 13Q: 3 clusters Score -537900.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -537936.500000 Penalty: 4152.250977
	Iteration 14Q: 3 clusters Score -537936.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -537977.812500 Penalty: 4152.250977
	Iteration 15Q: 3 clusters Score -537977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -538014.687500 Penalty: 4152.250977
	Iteration 16Q: 3 clusters Score -538014.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -538060.812500 Penalty: 4152.250977
	Iteration 17Q: 3 clusters Score -538060.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -538118.625000 Penalty: 4152.250977
	Iteration 18Q: 3 clusters Score -538118.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -538212.187500 Penalty: 4152.250977
	Iteration 19Q: 3 clusters Score -538212.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -538335.625000 Penalty: 4152.250977
	Iteration 20F: 3 clusters Score -538335.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -538431.937500 Penalty: 4152.250977
	Iteration 21Q: 3 clusters Score -538431.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -538517.750000 Penalty: 4152.250977
	Iteration 22Q: 3 clusters Score -538517.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -538578.125000 Penalty: 4152.250977
	Iteration 23Q: 3 clusters Score -538578.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -538623.375000 Penalty: 4152.250977
	Iteration 24Q: 3 clusters Score -538623.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -538660.187500 Penalty: 4152.250977
	Iteration 25Q: 3 clusters Score -538660.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -538693.562500 Penalty: 4152.250977
	Iteration 26Q: 3 clusters Score -538693.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -538726.562500 Penalty: 4152.250977
	Iteration 27Q: 3 clusters Score -538726.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -538752.812500 Penalty: 4152.250977
	Iteration 28Q: 3 clusters Score -538752.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -538785.250000 Penalty: 4152.250977
	Iteration 29Q: 3 clusters Score -538785.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -538818.312500 Penalty: 4152.250977
	Iteration 30Q: 3 clusters Score -538818.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -538843.687500 Penalty: 4152.250977
	Iteration 31Q: 3 clusters Score -538843.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -538865.562500 Penalty: 4152.250977
	Iteration 32Q: 3 clusters Score -538865.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -538895.250000 Penalty: 4152.250977
	Iteration 33Q: 3 clusters Score -538895.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -538928.562500 Penalty: 4152.250977
	Iteration 34Q: 3 clusters Score -538928.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -538964.750000 Penalty: 4152.250977
	Iteration 35Q: 3 clusters Score -538964.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -538996.687500 Penalty: 4152.250977
	Iteration 36Q: 3 clusters Score -538996.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -539026.562500 Penalty: 4152.250977
	Iteration 37Q: 3 clusters Score -539026.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -539057.375000 Penalty: 4152.250977
	Iteration 38Q: 3 clusters Score -539057.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -539082.062500 Penalty: 4152.250977
	Iteration 39Q: 3 clusters Score -539082.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -539138.812500 Penalty: 4152.250977
	Iteration 40F: 3 clusters Score -539138.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -539209.375000 Penalty: 4152.250977
	Iteration 41Q: 3 clusters Score -539209.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -539290.625000 Penalty: 4152.250977
	Iteration 42Q: 3 clusters Score -539290.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -539355.875000 Penalty: 4152.250977
	Iteration 43Q: 3 clusters Score -539355.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -539418.312500 Penalty: 4152.250977
	Iteration 44Q: 3 clusters Score -539418.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -539474.062500 Penalty: 4152.250977
	Iteration 45Q: 3 clusters Score -539474.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -539517.875000 Penalty: 4152.250977
	Iteration 46Q: 3 clusters Score -539517.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -539543.187500 Penalty: 4152.250977
	Iteration 47Q: 3 clusters Score -539543.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -539561.937500 Penalty: 4152.250977
	Iteration 48Q: 3 clusters Score -539561.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -539581.187500 Penalty: 4152.250977
	Iteration 49Q: 3 clusters Score -539581.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -539602.562500 Penalty: 4152.250977
	Iteration 50Q: 3 clusters Score -539602.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -539613.812500 Penalty: 4152.250977
	Iteration 51Q: 3 clusters Score -539613.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -539625.312500 Penalty: 4152.250977
	Iteration 52Q: 3 clusters Score -539625.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -539637.250000 Penalty: 4152.250977
	Iteration 53Q: 3 clusters Score -539637.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -539650.125000 Penalty: 4152.250977
	Iteration 54Q: 3 clusters Score -539650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -539660.562500 Penalty: 4152.250977
	Iteration 55Q: 3 clusters Score -539660.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -539671.250000 Penalty: 4152.250977
	Iteration 56Q: 3 clusters Score -539671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -539677.125000 Penalty: 4152.250977
	Iteration 57Q: 3 clusters Score -539677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -539678.125000 Penalty: 4152.250977
	Iteration 58Q: 3 clusters Score -539678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -539679.500000 Penalty: 4152.250977
	Iteration 59Q: 3 clusters Score -539679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -539680.500000 Penalty: 4152.250977
	Iteration 60F: 3 clusters Score -539680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -539681.062500 Penalty: 4152.250977
	Iteration 61Q: 3 clusters Score -539681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -539681.687500 Penalty: 4152.250977
	Iteration 62Q: 3 clusters Score -539681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -539683.812500 Penalty: 4152.250977
	Iteration 63Q: 3 clusters Score -539683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -539686.875000 Penalty: 4152.250977
	Iteration 64Q: 3 clusters Score -539686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -539687.937500 Penalty: 4152.250977
	Iteration 65Q: 3 clusters Score -539687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -539690.812500 Penalty: 4152.250977
	Iteration 66Q: 3 clusters Score -539690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -539691.625000 Penalty: 4152.250977
	Iteration 67Q: 3 clusters Score -539691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -539691.625000 Penalty: 4152.250977
	Iteration 68F: 3 clusters Score -539691.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183751 members 
Entering Unmasked Estep 
Score: -23576596.000000 Penalty: 3006.091553
	Iteration 0F: 2 clusters Score -2.35766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -23456500.000000 Penalty: 6012.183105
	Iteration 0F: 3 clusters Score -2.34565e+07 nChanged 88542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -23508130.000000 Penalty: 6012.183105
	Iteration 1F: 3 clusters Score -2.350813e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -23509102.000000 Penalty: 6012.183105
	Iteration 2Q: 3 clusters Score -2.35091e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -23510162.000000 Penalty: 6012.183105
	Iteration 3Q: 3 clusters Score -2.351016e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -23511190.000000 Penalty: 6012.183105
	Iteration 4Q: 3 clusters Score -2.351119e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -23512642.000000 Penalty: 6012.183105
	Iteration 5Q: 3 clusters Score -2.351264e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -23515316.000000 Penalty: 6012.183105
	Iteration 6Q: 3 clusters Score -2.351532e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 116067 members 
Entering Unmasked Estep 
Score: -23519490.000000 Penalty: 6012.183105
	Iteration 7Q: 3 clusters Score -2.351949e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -23527062.000000 Penalty: 6012.183105
	Iteration 8F: 3 clusters Score -2.352706e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -23538764.000000 Penalty: 6012.183105
	Iteration 9F: 3 clusters Score -2.353876e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 156657 members 
Entering Unmasked Estep 
Score: -23553120.000000 Penalty: 6012.183105
	Iteration 10F: 3 clusters Score -2.355312e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -23564690.000000 Penalty: 6012.183105
	Iteration 11F: 3 clusters Score -2.356469e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 176527 members 
Entering Unmasked Estep 
Score: -23570838.000000 Penalty: 6012.183105
	Iteration 12Q: 3 clusters Score -2.357084e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -23573304.000000 Penalty: 6012.183105
	Iteration 13Q: 3 clusters Score -2.35733e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 181441 members 
Entering Unmasked Estep 
Score: -23574140.000000 Penalty: 6012.183105
	Iteration 14Q: 3 clusters Score -2.357414e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -23574468.000000 Penalty: 6012.183105
	Iteration 15Q: 3 clusters Score -2.357447e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 182171 members 
Entering Unmasked Estep 
Score: -23574648.000000 Penalty: 6012.183105
	Iteration 16Q: 3 clusters Score -2.357465e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 182282 members 
Entering Unmasked Estep 
Score: -23574704.000000 Penalty: 6012.183105
	Iteration 17Q: 3 clusters Score -2.35747e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 182342 members 
Entering Unmasked Estep 
Score: -23574774.000000 Penalty: 6012.183105
	Iteration 18Q: 3 clusters Score -2.357477e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 182375 members 
Entering Unmasked Estep 
Score: -23574826.000000 Penalty: 6012.183105
	Iteration 19Q: 3 clusters Score -2.357483e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 182405 members 
Entering Unmasked Estep 
Score: -23574826.000000 Penalty: 6012.183105
	Iteration 20F: 3 clusters Score -2.357483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -23574864.000000 Penalty: 6012.183105
	Iteration 21Q: 3 clusters Score -2.357486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 182416 members 
Entering Unmasked Estep 
Score: -23574902.000000 Penalty: 6012.183105
	Iteration 22Q: 3 clusters Score -2.35749e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 182414 members 
Entering Unmasked Estep 
Score: -23574920.000000 Penalty: 6012.183105
	Iteration 23Q: 3 clusters Score -2.357492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -23574920.000000 Penalty: 6012.183105
	Iteration 24Q: 3 clusters Score -2.357492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 182418 members 
Entering Unmasked Estep 
Score: -23574918.000000 Penalty: 6012.183105
	Iteration 25Q: 3 clusters Score -2.357492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 182423 members 
Entering Unmasked Estep 
Score: -23574922.000000 Penalty: 6012.183105
	Iteration 26Q: 3 clusters Score -2.357492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 182426 members 
Entering Unmasked Estep 
Score: -23574922.000000 Penalty: 6012.183105
	Iteration 27Q: 3 clusters Score -2.357492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -23574910.000000 Penalty: 6012.183105
	Iteration 28Q: 3 clusters Score -2.357491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 182434 members 
Entering Unmasked Estep 
Score: -23574902.000000 Penalty: 6012.183105
	Iteration 29Q: 3 clusters Score -2.35749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 182435 members 
Entering Unmasked Estep 
Score: -23574910.000000 Penalty: 6012.183105
	Iteration 30Q: 3 clusters Score -2.357491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 182436 members 
Entering Unmasked Estep 
Score: -23574906.000000 Penalty: 6012.183105
	Iteration 31Q: 3 clusters Score -2.357491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 182434 members 
Entering Unmasked Estep 
Score: -23574916.000000 Penalty: 6012.183105
	Iteration 32Q: 3 clusters Score -2.357492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -23574898.000000 Penalty: 6012.183105
	Iteration 33Q: 3 clusters Score -2.35749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 182431 members 
Entering Unmasked Estep 
Score: -23574906.000000 Penalty: 6012.183105
	Iteration 34Q: 3 clusters Score -2.357491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 182430 members 
Entering Unmasked Estep 
Score: -23574910.000000 Penalty: 6012.183105
	Iteration 35Q: 3 clusters Score -2.357491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 182427 members 
Entering Unmasked Estep 
Score: -23574920.000000 Penalty: 6012.183105
	Iteration 36Q: 3 clusters Score -2.357492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -23574928.000000 Penalty: 6012.183105
	Iteration 37Q: 3 clusters Score -2.357493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 182427 members 
Entering Unmasked Estep 
Score: -23574932.000000 Penalty: 6012.183105
	Iteration 38Q: 3 clusters Score -2.357493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 182427 members 
Entering Unmasked Estep 
Score: -23574924.000000 Penalty: 6012.183105
	Iteration 39Q: 3 clusters Score -2.357492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -23574938.000000 Penalty: 6012.183105
	Iteration 40F: 3 clusters Score -2.357494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -23574940.000000 Penalty: 6012.183105
	Iteration 41Q: 3 clusters Score -2.357494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 182426 members 
Entering Unmasked Estep 
Score: -23574950.000000 Penalty: 6012.183105
	Iteration 42Q: 3 clusters Score -2.357495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -23574954.000000 Penalty: 6012.183105
	Iteration 43Q: 3 clusters Score -2.357495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 182429 members 
Entering Unmasked Estep 
Score: -23574962.000000 Penalty: 6012.183105
	Iteration 44Q: 3 clusters Score -2.357496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 182426 members 
Entering Unmasked Estep 
Score: -23574954.000000 Penalty: 6012.183105
	Iteration 45Q: 3 clusters Score -2.357495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -23574952.000000 Penalty: 6012.183105
	Iteration 46Q: 3 clusters Score -2.357495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -23574952.000000 Penalty: 6012.183105
	Iteration 47F: 3 clusters Score -2.357495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Entering Unmasked Estep 
Score: -7925361.500000 Penalty: 2742.768799
	Iteration 0F: 2 clusters Score -7925362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7882748.000000 Penalty: 5485.537598
	Iteration 0F: 3 clusters Score -7882748 nChanged 29595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -7899296.000000 Penalty: 5485.537598
	Iteration 1F: 3 clusters Score -7899296 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -7899921.000000 Penalty: 5485.537598
	Iteration 2Q: 3 clusters Score -7899921 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7900592.500000 Penalty: 5485.537598
	Iteration 3Q: 3 clusters Score -7900592 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -7901320.500000 Penalty: 5485.537598
	Iteration 4Q: 3 clusters Score -7901320 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -7902571.500000 Penalty: 5485.537598
	Iteration 5Q: 3 clusters Score -7902572 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -7904523.500000 Penalty: 5485.537598
	Iteration 6F: 3 clusters Score -7904524 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -7907649.000000 Penalty: 5485.537598
	Iteration 7F: 3 clusters Score -7907649 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -7912003.000000 Penalty: 5485.537598
	Iteration 8F: 3 clusters Score -7912003 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -7916702.000000 Penalty: 5485.537598
	Iteration 9F: 3 clusters Score -7916702 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -7920087.500000 Penalty: 5485.537598
	Iteration 10F: 3 clusters Score -7920088 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -7921861.500000 Penalty: 5485.537598
	Iteration 11Q: 3 clusters Score -7921862 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -7922544.500000 Penalty: 5485.537598
	Iteration 12Q: 3 clusters Score -7922544 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -7922751.000000 Penalty: 5485.537598
	Iteration 13Q: 3 clusters Score -7922751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -7922829.500000 Penalty: 5485.537598
	Iteration 14Q: 3 clusters Score -7922830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -7922862.000000 Penalty: 5485.537598
	Iteration 15Q: 3 clusters Score -7922862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -7922899.000000 Penalty: 5485.537598
	Iteration 16Q: 3 clusters Score -7922899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -7922900.000000 Penalty: 5485.537598
	Iteration 17Q: 3 clusters Score -7922900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -7922905.000000 Penalty: 5485.537598
	Iteration 18Q: 3 clusters Score -7922905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -7922905.500000 Penalty: 5485.537598
	Iteration 19Q: 3 clusters Score -7922906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -7922913.500000 Penalty: 5485.537598
	Iteration 20F: 3 clusters Score -7922914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -7922921.000000 Penalty: 5485.537598
	Iteration 21Q: 3 clusters Score -7922921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -7922921.000000 Penalty: 5485.537598
	Iteration 22Q: 3 clusters Score -7922921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -7922922.500000 Penalty: 5485.537598
	Iteration 23Q: 3 clusters Score -7922922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -7922932.500000 Penalty: 5485.537598
	Iteration 24Q: 3 clusters Score -7922932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -7922931.000000 Penalty: 5485.537598
	Iteration 25Q: 3 clusters Score -7922931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -7922942.500000 Penalty: 5485.537598
	Iteration 26Q: 3 clusters Score -7922942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -7922952.500000 Penalty: 5485.537598
	Iteration 27Q: 3 clusters Score -7922952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -7922959.500000 Penalty: 5485.537598
	Iteration 28Q: 3 clusters Score -7922960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -7922971.000000 Penalty: 5485.537598
	Iteration 29Q: 3 clusters Score -7922971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -7922977.500000 Penalty: 5485.537598
	Iteration 30Q: 3 clusters Score -7922978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -7922976.500000 Penalty: 5485.537598
	Iteration 31Q: 3 clusters Score -7922976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -7922984.000000 Penalty: 5485.537598
	Iteration 32Q: 3 clusters Score -7922984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -7922984.000000 Penalty: 5485.537598
	Iteration 33F: 3 clusters Score -7922984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Entering Unmasked Estep 
Score: -4158714.250000 Penalty: 2572.656738
	Iteration 0F: 2 clusters Score -4158714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4136881.000000 Penalty: 5145.313477
	Iteration 0F: 3 clusters Score -4136881 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4144715.250000 Penalty: 5145.313477
	Iteration 1F: 3 clusters Score -4144715 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4145380.750000 Penalty: 5145.313477
	Iteration 2Q: 3 clusters Score -4145381 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4146045.750000 Penalty: 5145.313477
	Iteration 3Q: 3 clusters Score -4146046 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -4146775.500000 Penalty: 5145.313477
	Iteration 4Q: 3 clusters Score -4146776 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4147637.250000 Penalty: 5145.313477
	Iteration 5Q: 3 clusters Score -4147637 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4148714.250000 Penalty: 5145.313477
	Iteration 6F: 3 clusters Score -4148714 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4149873.500000 Penalty: 5145.313477
	Iteration 7F: 3 clusters Score -4149874 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4151073.000000 Penalty: 5145.313477
	Iteration 8F: 3 clusters Score -4151073 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4152240.750000 Penalty: 5145.313477
	Iteration 9F: 3 clusters Score -4152241 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -4153070.250000 Penalty: 5145.313477
	Iteration 10Q: 3 clusters Score -4153070 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4153525.750000 Penalty: 5145.313477
	Iteration 11Q: 3 clusters Score -4153526 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4153766.750000 Penalty: 5145.313477
	Iteration 12Q: 3 clusters Score -4153767 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4153882.500000 Penalty: 5145.313477
	Iteration 13Q: 3 clusters Score -4153882 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4153967.750000 Penalty: 5145.313477
	Iteration 14Q: 3 clusters Score -4153968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4154025.000000 Penalty: 5145.313477
	Iteration 15Q: 3 clusters Score -4154025 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -4154068.500000 Penalty: 5145.313477
	Iteration 16Q: 3 clusters Score -4154068 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4154114.000000 Penalty: 5145.313477
	Iteration 17Q: 3 clusters Score -4154114 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4154150.000000 Penalty: 5145.313477
	Iteration 18Q: 3 clusters Score -4154150 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4154179.750000 Penalty: 5145.313477
	Iteration 19Q: 3 clusters Score -4154180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4154196.000000 Penalty: 5145.313477
	Iteration 20F: 3 clusters Score -4154196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4154205.000000 Penalty: 5145.313477
	Iteration 21Q: 3 clusters Score -4154205 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4154221.250000 Penalty: 5145.313477
	Iteration 22Q: 3 clusters Score -4154221 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4154239.750000 Penalty: 5145.313477
	Iteration 23Q: 3 clusters Score -4154240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -4154268.500000 Penalty: 5145.313477
	Iteration 24Q: 3 clusters Score -4154268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4154290.750000 Penalty: 5145.313477
	Iteration 25Q: 3 clusters Score -4154291 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4154318.500000 Penalty: 5145.313477
	Iteration 26Q: 3 clusters Score -4154318 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4154318.500000 Penalty: 5145.313477
	Iteration 27Q: 3 clusters Score -4154318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4154330.000000 Penalty: 5145.313477
	Iteration 28Q: 3 clusters Score -4154330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4154350.500000 Penalty: 5145.313477
	Iteration 29Q: 3 clusters Score -4154350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -4154362.000000 Penalty: 5145.313477
	Iteration 30Q: 3 clusters Score -4154362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4154364.500000 Penalty: 5145.313477
	Iteration 31Q: 3 clusters Score -4154364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4154370.000000 Penalty: 5145.313477
	Iteration 32Q: 3 clusters Score -4154370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4154376.000000 Penalty: 5145.313477
	Iteration 33Q: 3 clusters Score -4154376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4154389.750000 Penalty: 5145.313477
	Iteration 34Q: 3 clusters Score -4154390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4154413.500000 Penalty: 5145.313477
	Iteration 35Q: 3 clusters Score -4154414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -4154420.750000 Penalty: 5145.313477
	Iteration 36Q: 3 clusters Score -4154421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4154424.000000 Penalty: 5145.313477
	Iteration 37Q: 3 clusters Score -4154424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4154431.750000 Penalty: 5145.313477
	Iteration 38Q: 3 clusters Score -4154432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4154437.500000 Penalty: 5145.313477
	Iteration 39Q: 3 clusters Score -4154438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4154445.250000 Penalty: 5145.313477
	Iteration 40F: 3 clusters Score -4154445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4154447.500000 Penalty: 5145.313477
	Iteration 41Q: 3 clusters Score -4154448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4154445.750000 Penalty: 5145.313477
	Iteration 42Q: 3 clusters Score -4154446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -4154451.500000 Penalty: 5145.313477
	Iteration 43Q: 3 clusters Score -4154452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4154450.750000 Penalty: 5145.313477
	Iteration 44Q: 3 clusters Score -4154451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4154462.250000 Penalty: 5145.313477
	Iteration 45Q: 3 clusters Score -4154462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4154456.750000 Penalty: 5145.313477
	Iteration 46Q: 3 clusters Score -4154457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4154469.000000 Penalty: 5145.313477
	Iteration 47Q: 3 clusters Score -4154469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4154472.500000 Penalty: 5145.313477
	Iteration 48Q: 3 clusters Score -4154472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4154479.500000 Penalty: 5145.313477
	Iteration 49Q: 3 clusters Score -4154480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4154497.750000 Penalty: 5145.313477
	Iteration 50Q: 3 clusters Score -4154498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4154493.000000 Penalty: 5145.313477
	Iteration 51Q: 3 clusters Score -4154493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4154505.500000 Penalty: 5145.313477
	Iteration 52Q: 3 clusters Score -4154506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4154499.500000 Penalty: 5145.313477
	Iteration 53Q: 3 clusters Score -4154500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4154507.250000 Penalty: 5145.313477
	Iteration 54Q: 3 clusters Score -4154507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4154513.500000 Penalty: 5145.313477
	Iteration 55Q: 3 clusters Score -4154514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4154518.000000 Penalty: 5145.313477
	Iteration 56Q: 3 clusters Score -4154518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4154529.500000 Penalty: 5145.313477
	Iteration 57Q: 3 clusters Score -4154530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -4154523.500000 Penalty: 5145.313477
	Iteration 58Q: 3 clusters Score -4154524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4154544.500000 Penalty: 5145.313477
	Iteration 59Q: 3 clusters Score -4154544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4154561.500000 Penalty: 5145.313477
	Iteration 60F: 3 clusters Score -4154562 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4154579.000000 Penalty: 5145.313477
	Iteration 61Q: 3 clusters Score -4154579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4154586.750000 Penalty: 5145.313477
	Iteration 62Q: 3 clusters Score -4154587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -4154599.000000 Penalty: 5145.313477
	Iteration 63Q: 3 clusters Score -4154599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4154602.750000 Penalty: 5145.313477
	Iteration 64Q: 3 clusters Score -4154603 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -4154623.250000 Penalty: 5145.313477
	Iteration 65Q: 3 clusters Score -4154623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4154626.250000 Penalty: 5145.313477
	Iteration 66Q: 3 clusters Score -4154626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4154643.500000 Penalty: 5145.313477
	Iteration 67Q: 3 clusters Score -4154644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4154656.250000 Penalty: 5145.313477
	Iteration 68Q: 3 clusters Score -4154656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -4154690.750000 Penalty: 5145.313477
	Iteration 69Q: 3 clusters Score -4154691 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4154719.500000 Penalty: 5145.313477
	Iteration 70Q: 3 clusters Score -4154720 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4154743.750000 Penalty: 5145.313477
	Iteration 71Q: 3 clusters Score -4154744 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4154746.500000 Penalty: 5145.313477
	Iteration 72Q: 3 clusters Score -4154746 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4154766.500000 Penalty: 5145.313477
	Iteration 73Q: 3 clusters Score -4154766 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4154788.500000 Penalty: 5145.313477
	Iteration 74Q: 3 clusters Score -4154788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -4154809.250000 Penalty: 5145.313477
	Iteration 75Q: 3 clusters Score -4154809 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4154826.000000 Penalty: 5145.313477
	Iteration 76Q: 3 clusters Score -4154826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -4154832.250000 Penalty: 5145.313477
	Iteration 77Q: 3 clusters Score -4154832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -4154852.250000 Penalty: 5145.313477
	Iteration 78Q: 3 clusters Score -4154852 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4154868.000000 Penalty: 5145.313477
	Iteration 79Q: 3 clusters Score -4154868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4154885.500000 Penalty: 5145.313477
	Iteration 80F: 3 clusters Score -4154886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -4154914.500000 Penalty: 5145.313477
	Iteration 81Q: 3 clusters Score -4154914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4154912.500000 Penalty: 5145.313477
	Iteration 82Q: 3 clusters Score -4154912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4154939.000000 Penalty: 5145.313477
	Iteration 83Q: 3 clusters Score -4154939 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4154947.750000 Penalty: 5145.313477
	Iteration 84Q: 3 clusters Score -4154948 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4154976.000000 Penalty: 5145.313477
	Iteration 85Q: 3 clusters Score -4154976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4155001.500000 Penalty: 5145.313477
	Iteration 86Q: 3 clusters Score -4155002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4155047.250000 Penalty: 5145.313477
	Iteration 87Q: 3 clusters Score -4155047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4155088.750000 Penalty: 5145.313477
	Iteration 88Q: 3 clusters Score -4155089 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4155122.500000 Penalty: 5145.313477
	Iteration 89Q: 3 clusters Score -4155122 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4155161.000000 Penalty: 5145.313477
	Iteration 90Q: 3 clusters Score -4155161 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -4155196.000000 Penalty: 5145.313477
	Iteration 91Q: 3 clusters Score -4155196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4155228.250000 Penalty: 5145.313477
	Iteration 92Q: 3 clusters Score -4155228 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4155290.000000 Penalty: 5145.313477
	Iteration 93Q: 3 clusters Score -4155290 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4155335.000000 Penalty: 5145.313477
	Iteration 94Q: 3 clusters Score -4155335 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4155387.250000 Penalty: 5145.313477
	Iteration 95Q: 3 clusters Score -4155387 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4155441.500000 Penalty: 5145.313477
	Iteration 96Q: 3 clusters Score -4155442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4155498.000000 Penalty: 5145.313477
	Iteration 97Q: 3 clusters Score -4155498 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4155543.250000 Penalty: 5145.313477
	Iteration 98Q: 3 clusters Score -4155543 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4155596.750000 Penalty: 5145.313477
	Iteration 99Q: 3 clusters Score -4155597 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4155631.250000 Penalty: 5145.313477
	Iteration 100F: 3 clusters Score -4155631 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4155678.750000 Penalty: 5145.313477
	Iteration 101Q: 3 clusters Score -4155679 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4155725.000000 Penalty: 5145.313477
	Iteration 102Q: 3 clusters Score -4155725 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4155795.000000 Penalty: 5145.313477
	Iteration 103Q: 3 clusters Score -4155795 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4155861.000000 Penalty: 5145.313477
	Iteration 104Q: 3 clusters Score -4155861 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4155903.000000 Penalty: 5145.313477
	Iteration 105Q: 3 clusters Score -4155903 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4155946.000000 Penalty: 5145.313477
	Iteration 106Q: 3 clusters Score -4155946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4155987.000000 Penalty: 5145.313477
	Iteration 107Q: 3 clusters Score -4155987 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4156060.000000 Penalty: 5145.313477
	Iteration 108Q: 3 clusters Score -4156060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4156105.500000 Penalty: 5145.313477
	Iteration 109Q: 3 clusters Score -4156106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4156152.750000 Penalty: 5145.313477
	Iteration 110Q: 3 clusters Score -4156153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4156193.000000 Penalty: 5145.313477
	Iteration 111Q: 3 clusters Score -4156193 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4156222.750000 Penalty: 5145.313477
	Iteration 112Q: 3 clusters Score -4156223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4156266.000000 Penalty: 5145.313477
	Iteration 113Q: 3 clusters Score -4156266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4156293.500000 Penalty: 5145.313477
	Iteration 114Q: 3 clusters Score -4156294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4156315.750000 Penalty: 5145.313477
	Iteration 115Q: 3 clusters Score -4156316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4156342.500000 Penalty: 5145.313477
	Iteration 116Q: 3 clusters Score -4156342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4156377.500000 Penalty: 5145.313477
	Iteration 117Q: 3 clusters Score -4156378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4156386.500000 Penalty: 5145.313477
	Iteration 118Q: 3 clusters Score -4156386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4156397.000000 Penalty: 5145.313477
	Iteration 119Q: 3 clusters Score -4156397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4156400.000000 Penalty: 5145.313477
	Iteration 120F: 3 clusters Score -4156400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4156410.500000 Penalty: 5145.313477
	Iteration 121Q: 3 clusters Score -4156410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4156420.250000 Penalty: 5145.313477
	Iteration 122Q: 3 clusters Score -4156420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4156434.000000 Penalty: 5145.313477
	Iteration 123Q: 3 clusters Score -4156434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4156451.250000 Penalty: 5145.313477
	Iteration 124Q: 3 clusters Score -4156451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4156457.000000 Penalty: 5145.313477
	Iteration 125Q: 3 clusters Score -4156457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4156469.250000 Penalty: 5145.313477
	Iteration 126Q: 3 clusters Score -4156469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4156473.250000 Penalty: 5145.313477
	Iteration 127Q: 3 clusters Score -4156473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4156479.000000 Penalty: 5145.313477
	Iteration 128Q: 3 clusters Score -4156479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4156492.500000 Penalty: 5145.313477
	Iteration 129Q: 3 clusters Score -4156492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4156502.750000 Penalty: 5145.313477
	Iteration 130Q: 3 clusters Score -4156503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4156512.000000 Penalty: 5145.313477
	Iteration 131Q: 3 clusters Score -4156512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4156519.250000 Penalty: 5145.313477
	Iteration 132Q: 3 clusters Score -4156519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4156528.000000 Penalty: 5145.313477
	Iteration 133Q: 3 clusters Score -4156528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4156524.500000 Penalty: 5145.313477
	Iteration 134Q: 3 clusters Score -4156524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4156536.500000 Penalty: 5145.313477
	Iteration 135Q: 3 clusters Score -4156536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4156537.000000 Penalty: 5145.313477
	Iteration 136Q: 3 clusters Score -4156537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4156543.250000 Penalty: 5145.313477
	Iteration 137Q: 3 clusters Score -4156543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4156548.750000 Penalty: 5145.313477
	Iteration 138Q: 3 clusters Score -4156549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4156556.500000 Penalty: 5145.313477
	Iteration 139Q: 3 clusters Score -4156556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4156561.250000 Penalty: 5145.313477
	Iteration 140F: 3 clusters Score -4156561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4156567.750000 Penalty: 5145.313477
	Iteration 141Q: 3 clusters Score -4156568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4156577.000000 Penalty: 5145.313477
	Iteration 142Q: 3 clusters Score -4156577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4156586.250000 Penalty: 5145.313477
	Iteration 143Q: 3 clusters Score -4156586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4156584.250000 Penalty: 5145.313477
	Iteration 144Q: 3 clusters Score -4156584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4156592.500000 Penalty: 5145.313477
	Iteration 145Q: 3 clusters Score -4156592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4156594.750000 Penalty: 5145.313477
	Iteration 146Q: 3 clusters Score -4156595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4156606.750000 Penalty: 5145.313477
	Iteration 147Q: 3 clusters Score -4156607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4156604.500000 Penalty: 5145.313477
	Iteration 148Q: 3 clusters Score -4156604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4156613.250000 Penalty: 5145.313477
	Iteration 149Q: 3 clusters Score -4156613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4156615.250000 Penalty: 5145.313477
	Iteration 150Q: 3 clusters Score -4156615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4156619.750000 Penalty: 5145.313477
	Iteration 151Q: 3 clusters Score -4156620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4156624.250000 Penalty: 5145.313477
	Iteration 152Q: 3 clusters Score -4156624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4156622.250000 Penalty: 5145.313477
	Iteration 153Q: 3 clusters Score -4156622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4156626.250000 Penalty: 5145.313477
	Iteration 154Q: 3 clusters Score -4156626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4156625.500000 Penalty: 5145.313477
	Iteration 155Q: 3 clusters Score -4156626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4156625.750000 Penalty: 5145.313477
	Iteration 156Q: 3 clusters Score -4156626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4156625.750000 Penalty: 5145.313477
	Iteration 157F: 3 clusters Score -4156626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 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 339 members 
Entering Unmasked Estep 
Score: -75844.515625 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75844.52 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76165.976562 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76165.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76299.000000 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76374.726562 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -76374.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76489.250000 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -76489.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76617.945312 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -76617.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -76830.539062 Penalty: 3232.764893
	Iteration 6F: 3 clusters Score -76830.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -77035.945312 Penalty: 3232.764893
	Iteration 7F: 3 clusters Score -77035.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77123.773438 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -77123.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77152.984375 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -77152.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77161.546875 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -77161.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77164.882812 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -77164.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -77166.289062 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -77166.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77168.164062 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -77168.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77168.164062 Penalty: 3232.764893
	Iteration 14F: 3 clusters Score -77168.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Entering Unmasked Estep 
Score: -24037058.000000 Penalty: 3010.641113
	Iteration 0F: 2 clusters Score -2.403706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -23916692.000000 Penalty: 6021.282227
	Iteration 0F: 3 clusters Score -2.391669e+07 nChanged 89787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -23969282.000000 Penalty: 6021.282227
	Iteration 1F: 3 clusters Score -2.396928e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -23970638.000000 Penalty: 6021.282227
	Iteration 2Q: 3 clusters Score -2.397064e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -23972434.000000 Penalty: 6021.282227
	Iteration 3Q: 3 clusters Score -2.397243e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -23975244.000000 Penalty: 6021.282227
	Iteration 4Q: 3 clusters Score -2.397524e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111454 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -23979916.000000 Penalty: 6021.282227
	Iteration 5F: 3 clusters Score -2.397992e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -23987880.000000 Penalty: 6021.282227
	Iteration 6F: 3 clusters Score -2.398788e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -23999758.000000 Penalty: 6021.282227
	Iteration 7F: 3 clusters Score -2.399976e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141083 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -24012748.000000 Penalty: 6021.282227
	Iteration 8F: 3 clusters Score -2.401275e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147660 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -24021280.000000 Penalty: 6021.282227
	Iteration 9F: 3 clusters Score -2.402128e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -24025408.000000 Penalty: 6021.282227
	Iteration 10Q: 3 clusters Score -2.402541e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -24027394.000000 Penalty: 6021.282227
	Iteration 11Q: 3 clusters Score -2.402739e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -24028760.000000 Penalty: 6021.282227
	Iteration 12Q: 3 clusters Score -2.402876e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -24030036.000000 Penalty: 6021.282227
	Iteration 13Q: 3 clusters Score -2.403004e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -24031094.000000 Penalty: 6021.282227
	Iteration 14Q: 3 clusters Score -2.403109e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -24032102.000000 Penalty: 6021.282227
	Iteration 15Q: 3 clusters Score -2.40321e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167554 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -24033066.000000 Penalty: 6021.282227
	Iteration 16Q: 3 clusters Score -2.403307e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169606 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -24033698.000000 Penalty: 6021.282227
	Iteration 17Q: 3 clusters Score -2.40337e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171528 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -24034378.000000 Penalty: 6021.282227
	Iteration 18Q: 3 clusters Score -2.403438e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -24034788.000000 Penalty: 6021.282227
	Iteration 19Q: 3 clusters Score -2.403479e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174852 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -24035264.000000 Penalty: 6021.282227
	Iteration 20F: 3 clusters Score -2.403526e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176315 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -24035654.000000 Penalty: 6021.282227
	Iteration 21Q: 3 clusters Score -2.403565e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177614 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -24036026.000000 Penalty: 6021.282227
	Iteration 22Q: 3 clusters Score -2.403603e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -24036136.000000 Penalty: 6021.282227
	Iteration 23Q: 3 clusters Score -2.403614e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179765 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -24036284.000000 Penalty: 6021.282227
	Iteration 24Q: 3 clusters Score -2.403628e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180567 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -24036348.000000 Penalty: 6021.282227
	Iteration 25Q: 3 clusters Score -2.403635e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181244 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -24036368.000000 Penalty: 6021.282227
	Iteration 26Q: 3 clusters Score -2.403637e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181806 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -24036490.000000 Penalty: 6021.282227
	Iteration 27Q: 3 clusters Score -2.403649e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -24036464.000000 Penalty: 6021.282227
	Iteration 28Q: 3 clusters Score -2.403646e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182710 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -24036534.000000 Penalty: 6021.282227
	Iteration 29Q: 3 clusters Score -2.403653e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -24036512.000000 Penalty: 6021.282227
	Iteration 30Q: 3 clusters Score -2.403651e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183388 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -24036492.000000 Penalty: 6021.282227
	Iteration 31Q: 3 clusters Score -2.403649e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183632 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -24036478.000000 Penalty: 6021.282227
	Iteration 32Q: 3 clusters Score -2.403648e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183829 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -24036484.000000 Penalty: 6021.282227
	Iteration 33Q: 3 clusters Score -2.403648e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183986 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -24036420.000000 Penalty: 6021.282227
	Iteration 34Q: 3 clusters Score -2.403642e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184107 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -24036354.000000 Penalty: 6021.282227
	Iteration 35Q: 3 clusters Score -2.403635e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184199 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -24036330.000000 Penalty: 6021.282227
	Iteration 36Q: 3 clusters Score -2.403633e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184277 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -24036334.000000 Penalty: 6021.282227
	Iteration 37Q: 3 clusters Score -2.403633e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184335 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -24036360.000000 Penalty: 6021.282227
	Iteration 38Q: 3 clusters Score -2.403636e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184388 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -24036352.000000 Penalty: 6021.282227
	Iteration 39Q: 3 clusters Score -2.403635e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -24036346.000000 Penalty: 6021.282227
	Iteration 40F: 3 clusters Score -2.403635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -24036332.000000 Penalty: 6021.282227
	Iteration 41Q: 3 clusters Score -2.403633e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184543 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24036350.000000 Penalty: 6021.282227
	Iteration 42Q: 3 clusters Score -2.403635e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184577 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -24036332.000000 Penalty: 6021.282227
	Iteration 43Q: 3 clusters Score -2.403633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -24036344.000000 Penalty: 6021.282227
	Iteration 44Q: 3 clusters Score -2.403634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -24036338.000000 Penalty: 6021.282227
	Iteration 45Q: 3 clusters Score -2.403634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184702 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -24036298.000000 Penalty: 6021.282227
	Iteration 46Q: 3 clusters Score -2.40363e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184740 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -24036284.000000 Penalty: 6021.282227
	Iteration 47Q: 3 clusters Score -2.403628e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184768 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -24036270.000000 Penalty: 6021.282227
	Iteration 48Q: 3 clusters Score -2.403627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184794 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24036250.000000 Penalty: 6021.282227
	Iteration 49Q: 3 clusters Score -2.403625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184818 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -24036270.000000 Penalty: 6021.282227
	Iteration 50Q: 3 clusters Score -2.403627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184846 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -24036258.000000 Penalty: 6021.282227
	Iteration 51Q: 3 clusters Score -2.403626e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24036268.000000 Penalty: 6021.282227
	Iteration 52Q: 3 clusters Score -2.403627e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184904 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -24036292.000000 Penalty: 6021.282227
	Iteration 53Q: 3 clusters Score -2.403629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184919 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -24036262.000000 Penalty: 6021.282227
	Iteration 54Q: 3 clusters Score -2.403626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -24036238.000000 Penalty: 6021.282227
	Iteration 55Q: 3 clusters Score -2.403624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -24036224.000000 Penalty: 6021.282227
	Iteration 56Q: 3 clusters Score -2.403622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184948 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -24036236.000000 Penalty: 6021.282227
	Iteration 57Q: 3 clusters Score -2.403624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24036228.000000 Penalty: 6021.282227
	Iteration 58Q: 3 clusters Score -2.403623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184956 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -24036250.000000 Penalty: 6021.282227
	Iteration 59Q: 3 clusters Score -2.403625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184961 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -24036260.000000 Penalty: 6021.282227
	Iteration 60F: 3 clusters Score -2.403626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184963 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -24036256.000000 Penalty: 6021.282227
	Iteration 61Q: 3 clusters Score -2.403626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184965 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -24036248.000000 Penalty: 6021.282227
	Iteration 62Q: 3 clusters Score -2.403625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184967 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -24036254.000000 Penalty: 6021.282227
	Iteration 63Q: 3 clusters Score -2.403625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184970 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -24036254.000000 Penalty: 6021.282227
	Iteration 64Q: 3 clusters Score -2.403625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184974 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24036264.000000 Penalty: 6021.282227
	Iteration 65Q: 3 clusters Score -2.403626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -24036254.000000 Penalty: 6021.282227
	Iteration 66Q: 3 clusters Score -2.403625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184978 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24036260.000000 Penalty: 6021.282227
	Iteration 67Q: 3 clusters Score -2.403626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184984 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -24036248.000000 Penalty: 6021.282227
	Iteration 68Q: 3 clusters Score -2.403625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -24036238.000000 Penalty: 6021.282227
	Iteration 69Q: 3 clusters Score -2.403624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184990 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -24036250.000000 Penalty: 6021.282227
	Iteration 70Q: 3 clusters Score -2.403625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184992 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -24036258.000000 Penalty: 6021.282227
	Iteration 71Q: 3 clusters Score -2.403626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184996 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -24036242.000000 Penalty: 6021.282227
	Iteration 72Q: 3 clusters Score -2.403624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184997 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -24036238.000000 Penalty: 6021.282227
	Iteration 73Q: 3 clusters Score -2.403624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184998 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -24036238.000000 Penalty: 6021.282227
	Iteration 74Q: 3 clusters Score -2.403624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184999 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -24036260.000000 Penalty: 6021.282227
	Iteration 75Q: 3 clusters Score -2.403626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185003 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -24036270.000000 Penalty: 6021.282227
	Iteration 76Q: 3 clusters Score -2.403627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185004 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -24036270.000000 Penalty: 6021.282227
	Iteration 77Q: 3 clusters Score -2.403627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185004 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -24036270.000000 Penalty: 6021.282227
	Iteration 78F: 3 clusters Score -2.403627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243552 members 
Entering Unmasked Estep 
Score: -31114630.000000 Penalty: 3075.965332
	Iteration 0F: 2 clusters Score -3.111463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -30967528.000000 Penalty: 6151.930664
	Iteration 0F: 3 clusters Score -3.096753e+07 nChanged 117367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -31035590.000000 Penalty: 6151.930664
	Iteration 1F: 3 clusters Score -3.103559e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125144 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -31036138.000000 Penalty: 6151.930664
	Iteration 2Q: 3 clusters Score -3.103614e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127671 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -31036958.000000 Penalty: 6151.930664
	Iteration 3Q: 3 clusters Score -3.103696e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131642 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -31038190.000000 Penalty: 6151.930664
	Iteration 4Q: 3 clusters Score -3.103819e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -31040476.000000 Penalty: 6151.930664
	Iteration 5Q: 3 clusters Score -3.104048e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -31044286.000000 Penalty: 6151.930664
	Iteration 6Q: 3 clusters Score -3.104429e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160518 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -31052172.000000 Penalty: 6151.930664
	Iteration 7F: 3 clusters Score -3.105217e+07 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -31066308.000000 Penalty: 6151.930664
	Iteration 8F: 3 clusters Score -3.106631e+07 nChanged 21899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201447 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -31082628.000000 Penalty: 6151.930664
	Iteration 9F: 3 clusters Score -3.108263e+07 nChanged 18905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220336 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -31095224.000000 Penalty: 6151.930664
	Iteration 10F: 3 clusters Score -3.109522e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231726 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -31103046.000000 Penalty: 6151.930664
	Iteration 11Q: 3 clusters Score -3.110305e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237334 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -31107278.000000 Penalty: 6151.930664
	Iteration 12Q: 3 clusters Score -3.110728e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239764 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -31109314.000000 Penalty: 6151.930664
	Iteration 13Q: 3 clusters Score -3.110931e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240904 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -31110078.000000 Penalty: 6151.930664
	Iteration 14Q: 3 clusters Score -3.111008e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241524 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -31110582.000000 Penalty: 6151.930664
	Iteration 15Q: 3 clusters Score -3.111058e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241867 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -31111006.000000 Penalty: 6151.930664
	Iteration 16Q: 3 clusters Score -3.111101e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242091 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -31111292.000000 Penalty: 6151.930664
	Iteration 17Q: 3 clusters Score -3.111129e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242218 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -31111478.000000 Penalty: 6151.930664
	Iteration 18Q: 3 clusters Score -3.111148e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242321 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -31111584.000000 Penalty: 6151.930664
	Iteration 19Q: 3 clusters Score -3.111158e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242385 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -31111648.000000 Penalty: 6151.930664
	Iteration 20F: 3 clusters Score -3.111165e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242431 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -31111676.000000 Penalty: 6151.930664
	Iteration 21Q: 3 clusters Score -3.111168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242470 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -31111732.000000 Penalty: 6151.930664
	Iteration 22Q: 3 clusters Score -3.111173e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242491 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -31111748.000000 Penalty: 6151.930664
	Iteration 23Q: 3 clusters Score -3.111175e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242503 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -31111768.000000 Penalty: 6151.930664
	Iteration 24Q: 3 clusters Score -3.111177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242524 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -31111806.000000 Penalty: 6151.930664
	Iteration 25Q: 3 clusters Score -3.111181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242539 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -31111792.000000 Penalty: 6151.930664
	Iteration 26Q: 3 clusters Score -3.111179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242552 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -31111834.000000 Penalty: 6151.930664
	Iteration 27Q: 3 clusters Score -3.111183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242560 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -31111834.000000 Penalty: 6151.930664
	Iteration 28Q: 3 clusters Score -3.111183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242573 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -31111822.000000 Penalty: 6151.930664
	Iteration 29Q: 3 clusters Score -3.111182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242580 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -31111830.000000 Penalty: 6151.930664
	Iteration 30Q: 3 clusters Score -3.111183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242581 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -31111840.000000 Penalty: 6151.930664
	Iteration 31Q: 3 clusters Score -3.111184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242583 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -31111838.000000 Penalty: 6151.930664
	Iteration 32Q: 3 clusters Score -3.111184e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242584 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -31111840.000000 Penalty: 6151.930664
	Iteration 33Q: 3 clusters Score -3.111184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242587 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -31111836.000000 Penalty: 6151.930664
	Iteration 34Q: 3 clusters Score -3.111184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242589 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -31111862.000000 Penalty: 6151.930664
	Iteration 35Q: 3 clusters Score -3.111186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242589 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -31111858.000000 Penalty: 6151.930664
	Iteration 36Q: 3 clusters Score -3.111186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242588 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -31111862.000000 Penalty: 6151.930664
	Iteration 37Q: 3 clusters Score -3.111186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242585 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31111866.000000 Penalty: 6151.930664
	Iteration 38Q: 3 clusters Score -3.111187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242585 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31111866.000000 Penalty: 6151.930664
	Iteration 39F: 3 clusters Score -3.111187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Entering Unmasked Estep 
Score: -21885168.000000 Penalty: 2987.253174
	Iteration 0F: 2 clusters Score -2.188517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -21772128.000000 Penalty: 5974.506348
	Iteration 0F: 3 clusters Score -2.177213e+07 nChanged 81611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -21819966.000000 Penalty: 5974.506348
	Iteration 1F: 3 clusters Score -2.181997e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -21821034.000000 Penalty: 5974.506348
	Iteration 2Q: 3 clusters Score -2.182103e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -21822220.000000 Penalty: 5974.506348
	Iteration 3Q: 3 clusters Score -2.182222e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96249 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -21823886.000000 Penalty: 5974.506348
	Iteration 4Q: 3 clusters Score -2.182389e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101931 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -21826684.000000 Penalty: 5974.506348
	Iteration 5Q: 3 clusters Score -2.182668e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -21831602.000000 Penalty: 5974.506348
	Iteration 6F: 3 clusters Score -2.18316e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -21839174.000000 Penalty: 5974.506348
	Iteration 7F: 3 clusters Score -2.183917e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -21849132.000000 Penalty: 5974.506348
	Iteration 8F: 3 clusters Score -2.184913e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -21858870.000000 Penalty: 5974.506348
	Iteration 9F: 3 clusters Score -2.185887e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -21866138.000000 Penalty: 5974.506348
	Iteration 10Q: 3 clusters Score -2.186614e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -21871456.000000 Penalty: 5974.506348
	Iteration 11Q: 3 clusters Score -2.187146e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160862 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -21875038.000000 Penalty: 5974.506348
	Iteration 12Q: 3 clusters Score -2.187504e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -21877554.000000 Penalty: 5974.506348
	Iteration 13Q: 3 clusters Score -2.187755e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -21879506.000000 Penalty: 5974.506348
	Iteration 14Q: 3 clusters Score -2.187951e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -21880604.000000 Penalty: 5974.506348
	Iteration 15Q: 3 clusters Score -2.18806e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168628 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -21881452.000000 Penalty: 5974.506348
	Iteration 16Q: 3 clusters Score -2.188145e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21881944.000000 Penalty: 5974.506348
	Iteration 17Q: 3 clusters Score -2.188194e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21882138.000000 Penalty: 5974.506348
	Iteration 18Q: 3 clusters Score -2.188214e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21882286.000000 Penalty: 5974.506348
	Iteration 19Q: 3 clusters Score -2.188229e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21882356.000000 Penalty: 5974.506348
	Iteration 20F: 3 clusters Score -2.188236e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -21882424.000000 Penalty: 5974.506348
	Iteration 21Q: 3 clusters Score -2.188242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21882472.000000 Penalty: 5974.506348
	Iteration 22Q: 3 clusters Score -2.188247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21882500.000000 Penalty: 5974.506348
	Iteration 23Q: 3 clusters Score -2.18825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169870 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21882516.000000 Penalty: 5974.506348
	Iteration 24Q: 3 clusters Score -2.188252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21882536.000000 Penalty: 5974.506348
	Iteration 25Q: 3 clusters Score -2.188254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169880 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21882540.000000 Penalty: 5974.506348
	Iteration 26Q: 3 clusters Score -2.188254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21882560.000000 Penalty: 5974.506348
	Iteration 27Q: 3 clusters Score -2.188256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169891 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21882550.000000 Penalty: 5974.506348
	Iteration 28Q: 3 clusters Score -2.188255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21882540.000000 Penalty: 5974.506348
	Iteration 29Q: 3 clusters Score -2.188254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169895 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21882544.000000 Penalty: 5974.506348
	Iteration 30Q: 3 clusters Score -2.188254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21882548.000000 Penalty: 5974.506348
	Iteration 31Q: 3 clusters Score -2.188255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21882548.000000 Penalty: 5974.506348
	Iteration 32F: 3 clusters Score -2.188255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22856 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205385 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11142 members 
Mstep: Class 10 contains 55047 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183751 members 
Mstep: Class 16 contains 63548 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187153 members 
Mstep: Class 22 contains 243552 members 
Mstep: Class 23 contains 170310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684400.000000 Penalty: 65918.976562
Iteration 239Q: 20 clusters Score -1.496844e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22827 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205407 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 55051 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183757 members 
Mstep: Class 16 contains 63538 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187173 members 
Mstep: Class 22 contains 243529 members 
Mstep: Class 23 contains 170318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684512.000000 Penalty: 65918.976562
Iteration 240F: 20 clusters Score -1.496845e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22792 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205428 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11144 members 
Mstep: Class 10 contains 55048 members 
Mstep: Class 11 contains 5556 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183766 members 
Mstep: Class 16 contains 63530 members 
Mstep: Class 18 contains 32007 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187191 members 
Mstep: Class 22 contains 243513 members 
Mstep: Class 23 contains 170330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684512.000000 Penalty: 65918.976562
Iteration 241Q: 20 clusters Score -1.496845e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22751 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205452 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11148 members 
Mstep: Class 10 contains 55051 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183771 members 
Mstep: Class 16 contains 63516 members 
Mstep: Class 18 contains 32011 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187202 members 
Mstep: Class 22 contains 243517 members 
Mstep: Class 23 contains 170331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 65918.976562
Iteration 242Q: 20 clusters Score -1.496845e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22708 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205485 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11152 members 
Mstep: Class 10 contains 55051 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183767 members 
Mstep: Class 16 contains 63516 members 
Mstep: Class 18 contains 32014 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187213 members 
Mstep: Class 22 contains 243509 members 
Mstep: Class 23 contains 170336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 243Q: 20 clusters Score -1.496844e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22657 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205516 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 55055 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183769 members 
Mstep: Class 16 contains 63528 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187222 members 
Mstep: Class 22 contains 243497 members 
Mstep: Class 23 contains 170338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684320.000000 Penalty: 65918.976562
Iteration 244Q: 20 clusters Score -1.496843e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22636 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205516 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 55057 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183770 members 
Mstep: Class 16 contains 63524 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187245 members 
Mstep: Class 22 contains 243492 members 
Mstep: Class 23 contains 170342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684496.000000 Penalty: 65918.976562
Iteration 245Q: 20 clusters Score -1.496845e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22606 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205532 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 55061 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183772 members 
Mstep: Class 16 contains 63522 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187254 members 
Mstep: Class 22 contains 243490 members 
Mstep: Class 23 contains 170343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684384.000000 Penalty: 65918.976562
Iteration 246Q: 20 clusters Score -1.496844e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22585 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205543 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 55062 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183778 members 
Mstep: Class 16 contains 63511 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187261 members 
Mstep: Class 22 contains 243493 members 
Mstep: Class 23 contains 170347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684400.000000 Penalty: 65918.976562
Iteration 247Q: 20 clusters Score -1.496844e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22550 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205552 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 55062 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183779 members 
Mstep: Class 16 contains 63505 members 
Mstep: Class 18 contains 32016 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187263 members 
Mstep: Class 22 contains 243516 members 
Mstep: Class 23 contains 170354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684368.000000 Penalty: 65918.976562
Iteration 248Q: 20 clusters Score -1.496844e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22526 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205573 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 55064 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183776 members 
Mstep: Class 16 contains 63495 members 
Mstep: Class 18 contains 32014 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187270 members 
Mstep: Class 22 contains 243522 members 
Mstep: Class 23 contains 170357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 65918.976562
Iteration 249Q: 20 clusters Score -1.496845e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22496 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205576 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 55066 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 183776 members 
Mstep: Class 16 contains 63494 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187278 members 
Mstep: Class 22 contains 243529 members 
Mstep: Class 23 contains 170366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684512.000000 Penalty: 65918.976562
Iteration 250Q: 20 clusters Score -1.496845e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22479 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205586 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183783 members 
Mstep: Class 16 contains 63484 members 
Mstep: Class 18 contains 32014 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187286 members 
Mstep: Class 22 contains 243529 members 
Mstep: Class 23 contains 170367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 251Q: 20 clusters Score -1.496844e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22455 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205600 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 55067 members 
Mstep: Class 11 contains 5554 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183785 members 
Mstep: Class 16 contains 63473 members 
Mstep: Class 18 contains 32014 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187290 members 
Mstep: Class 22 contains 243538 members 
Mstep: Class 23 contains 170373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 252Q: 20 clusters Score -1.496844e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22420 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205608 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 55068 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183784 members 
Mstep: Class 16 contains 63470 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187291 members 
Mstep: Class 22 contains 243562 members 
Mstep: Class 23 contains 170378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684416.000000 Penalty: 65918.976562
Iteration 253Q: 20 clusters Score -1.496844e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22389 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 205615 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 55069 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183789 members 
Mstep: Class 16 contains 63473 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187292 members 
Mstep: Class 22 contains 243572 members 
Mstep: Class 23 contains 170383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 254Q: 20 clusters Score -1.496844e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22369 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205625 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 55069 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183790 members 
Mstep: Class 16 contains 63464 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187292 members 
Mstep: Class 22 contains 243579 members 
Mstep: Class 23 contains 170390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 65918.976562
Iteration 255Q: 20 clusters Score -1.496845e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22339 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205637 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11160 members 
Mstep: Class 10 contains 55070 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183788 members 
Mstep: Class 16 contains 63456 members 
Mstep: Class 18 contains 32018 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187298 members 
Mstep: Class 22 contains 243585 members 
Mstep: Class 23 contains 170400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 65918.976562
Iteration 256Q: 20 clusters Score -1.496845e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22308 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205648 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55071 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183794 members 
Mstep: Class 16 contains 63454 members 
Mstep: Class 18 contains 32020 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187293 members 
Mstep: Class 22 contains 243598 members 
Mstep: Class 23 contains 170403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 257Q: 20 clusters Score -1.496844e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22280 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205642 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55072 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183793 members 
Mstep: Class 16 contains 63454 members 
Mstep: Class 18 contains 32019 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187301 members 
Mstep: Class 22 contains 243613 members 
Mstep: Class 23 contains 170414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684448.000000 Penalty: 65918.976562
Iteration 258Q: 20 clusters Score -1.496844e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22255 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205640 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55073 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183791 members 
Mstep: Class 16 contains 63452 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187310 members 
Mstep: Class 22 contains 243626 members 
Mstep: Class 23 contains 170424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684448.000000 Penalty: 65918.976562
Iteration 259Q: 20 clusters Score -1.496844e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22234 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205647 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55073 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183792 members 
Mstep: Class 16 contains 63449 members 
Mstep: Class 18 contains 32013 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187316 members 
Mstep: Class 22 contains 243635 members 
Mstep: Class 23 contains 170427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 65918.976562
Iteration 260F: 20 clusters Score -1.496845e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22217 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205652 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 55072 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183794 members 
Mstep: Class 16 contains 63434 members 
Mstep: Class 18 contains 32018 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187322 members 
Mstep: Class 22 contains 243648 members 
Mstep: Class 23 contains 170430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684608.000000 Penalty: 65918.976562
Iteration 261Q: 20 clusters Score -1.496846e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205672 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55068 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183799 members 
Mstep: Class 16 contains 63427 members 
Mstep: Class 18 contains 32022 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187324 members 
Mstep: Class 22 contains 243644 members 
Mstep: Class 23 contains 170430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684528.000000 Penalty: 65918.976562
Iteration 262Q: 20 clusters Score -1.496845e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22176 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205698 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 55070 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183796 members 
Mstep: Class 16 contains 63425 members 
Mstep: Class 18 contains 32025 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187334 members 
Mstep: Class 22 contains 243629 members 
Mstep: Class 23 contains 170432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684544.000000 Penalty: 65918.976562
Iteration 263Q: 20 clusters Score -1.496845e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22156 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205713 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55073 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183791 members 
Mstep: Class 16 contains 63419 members 
Mstep: Class 18 contains 32025 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187345 members 
Mstep: Class 22 contains 243635 members 
Mstep: Class 23 contains 170429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 264Q: 20 clusters Score -1.496844e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22137 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205721 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183788 members 
Mstep: Class 16 contains 63408 members 
Mstep: Class 18 contains 32026 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187349 members 
Mstep: Class 22 contains 243654 members 
Mstep: Class 23 contains 170427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 265Q: 20 clusters Score -1.496844e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205727 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183781 members 
Mstep: Class 16 contains 63404 members 
Mstep: Class 18 contains 32026 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187347 members 
Mstep: Class 22 contains 243674 members 
Mstep: Class 23 contains 170434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684464.000000 Penalty: 65918.976562
Iteration 266Q: 20 clusters Score -1.496845e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22095 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205734 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55077 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183770 members 
Mstep: Class 16 contains 63403 members 
Mstep: Class 18 contains 32027 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187348 members 
Mstep: Class 22 contains 243694 members 
Mstep: Class 23 contains 170438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 267Q: 20 clusters Score -1.496844e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22073 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205740 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183762 members 
Mstep: Class 16 contains 63407 members 
Mstep: Class 18 contains 32027 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187345 members 
Mstep: Class 22 contains 243708 members 
Mstep: Class 23 contains 170449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 268Q: 20 clusters Score -1.496844e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22051 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205744 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183764 members 
Mstep: Class 16 contains 63407 members 
Mstep: Class 18 contains 32027 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187349 members 
Mstep: Class 22 contains 243711 members 
Mstep: Class 23 contains 170458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684288.000000 Penalty: 65918.976562
Iteration 269Q: 20 clusters Score -1.496843e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22034 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205746 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 55077 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 14 contains 183763 members 
Mstep: Class 16 contains 63405 members 
Mstep: Class 18 contains 32027 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187355 members 
Mstep: Class 22 contains 243713 members 
Mstep: Class 23 contains 170466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684272.000000 Penalty: 65918.976562
Iteration 270Q: 20 clusters Score -1.496843e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22022 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205754 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55075 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183754 members 
Mstep: Class 16 contains 63407 members 
Mstep: Class 18 contains 32027 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187354 members 
Mstep: Class 22 contains 243715 members 
Mstep: Class 23 contains 170478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684384.000000 Penalty: 65918.976562
Iteration 271Q: 20 clusters Score -1.496844e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22007 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205762 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 55075 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183749 members 
Mstep: Class 16 contains 63406 members 
Mstep: Class 18 contains 32027 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187352 members 
Mstep: Class 22 contains 243729 members 
Mstep: Class 23 contains 170480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684320.000000 Penalty: 65918.976562
Iteration 272Q: 20 clusters Score -1.496843e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21988 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205775 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183743 members 
Mstep: Class 16 contains 63406 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187345 members 
Mstep: Class 22 contains 243741 members 
Mstep: Class 23 contains 170485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 65918.976562
Iteration 273Q: 20 clusters Score -1.496843e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21976 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205782 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55076 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183737 members 
Mstep: Class 16 contains 63408 members 
Mstep: Class 18 contains 32030 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187341 members 
Mstep: Class 22 contains 243747 members 
Mstep: Class 23 contains 170491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684432.000000 Penalty: 65918.976562
Iteration 274Q: 20 clusters Score -1.496844e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21954 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205784 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55077 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183736 members 
Mstep: Class 16 contains 63409 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187337 members 
Mstep: Class 22 contains 243765 members 
Mstep: Class 23 contains 170498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684480.000000 Penalty: 65918.976562
Iteration 275Q: 20 clusters Score -1.496845e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21937 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205795 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55077 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183732 members 
Mstep: Class 16 contains 63412 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187336 members 
Mstep: Class 22 contains 243769 members 
Mstep: Class 23 contains 170502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684512.000000 Penalty: 65918.976562
Iteration 276Q: 20 clusters Score -1.496845e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205800 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55078 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183732 members 
Mstep: Class 16 contains 63414 members 
Mstep: Class 18 contains 32030 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187331 members 
Mstep: Class 22 contains 243781 members 
Mstep: Class 23 contains 170505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684448.000000 Penalty: 65918.976562
Iteration 277Q: 20 clusters Score -1.496844e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21910 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205804 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55078 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183736 members 
Mstep: Class 16 contains 63414 members 
Mstep: Class 18 contains 32033 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187332 members 
Mstep: Class 22 contains 243777 members 
Mstep: Class 23 contains 170505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684448.000000 Penalty: 65918.976562
Iteration 278Q: 20 clusters Score -1.496844e+08 nChanged 56
Entering ConstructFrom: 
Score: -149684448.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 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 395 members 
Entering Unmasked Estep 
Score: -73915.984375 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73915.98 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74205.414062 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74205.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74388.101562 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74388.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74577.140625 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -74577.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74884.375000 Penalty: 3266.741211
	Iteration 4F: 3 clusters Score -74884.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75236.695312 Penalty: 3266.741211
	Iteration 5F: 3 clusters Score -75236.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75371.421875 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -75371.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75434.007812 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -75434.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75451.796875 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -75451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75461.343750 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -75461.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75477.210938 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -75477.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75492.507812 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -75492.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75519.851562 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -75519.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75569.507812 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -75569.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75596.828125 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -75596.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75600.617188 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -75600.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75600.617188 Penalty: 3266.741211
	Iteration 16F: 3 clusters Score -75600.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -2804463.500000 Penalty: 2478.617432
	Iteration 0F: 2 clusters Score -2804464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2789102.000000 Penalty: 4957.234863
	Iteration 0F: 3 clusters Score -2789102 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2794271.250000 Penalty: 4957.234863
	Iteration 1F: 3 clusters Score -2794271 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2794646.500000 Penalty: 4957.234863
	Iteration 2F: 3 clusters Score -2794646 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2794935.000000 Penalty: 4957.234863
	Iteration 3Q: 3 clusters Score -2794935 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2795241.750000 Penalty: 4957.234863
	Iteration 4Q: 3 clusters Score -2795242 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2795552.500000 Penalty: 4957.234863
	Iteration 5Q: 3 clusters Score -2795552 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2796009.750000 Penalty: 4957.234863
	Iteration 6Q: 3 clusters Score -2796010 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2796720.000000 Penalty: 4957.234863
	Iteration 7F: 3 clusters Score -2796720 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2797695.500000 Penalty: 4957.234863
	Iteration 8F: 3 clusters Score -2797696 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2798802.500000 Penalty: 4957.234863
	Iteration 9F: 3 clusters Score -2798802 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2799934.750000 Penalty: 4957.234863
	Iteration 10F: 3 clusters Score -2799935 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2800815.000000 Penalty: 4957.234863
	Iteration 11Q: 3 clusters Score -2800815 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2801391.500000 Penalty: 4957.234863
	Iteration 12Q: 3 clusters Score -2801392 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2801745.250000 Penalty: 4957.234863
	Iteration 13Q: 3 clusters Score -2801745 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2801944.000000 Penalty: 4957.234863
	Iteration 14Q: 3 clusters Score -2801944 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2802060.500000 Penalty: 4957.234863
	Iteration 15Q: 3 clusters Score -2802060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2802141.500000 Penalty: 4957.234863
	Iteration 16Q: 3 clusters Score -2802142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2802198.750000 Penalty: 4957.234863
	Iteration 17Q: 3 clusters Score -2802199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2802250.000000 Penalty: 4957.234863
	Iteration 18Q: 3 clusters Score -2802250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2802284.750000 Penalty: 4957.234863
	Iteration 19Q: 3 clusters Score -2802285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2802303.750000 Penalty: 4957.234863
	Iteration 20F: 3 clusters Score -2802304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2802324.500000 Penalty: 4957.234863
	Iteration 21Q: 3 clusters Score -2802324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2802326.750000 Penalty: 4957.234863
	Iteration 22Q: 3 clusters Score -2802327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2802336.500000 Penalty: 4957.234863
	Iteration 23Q: 3 clusters Score -2802336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2802337.500000 Penalty: 4957.234863
	Iteration 24Q: 3 clusters Score -2802338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2802342.750000 Penalty: 4957.234863
	Iteration 25Q: 3 clusters Score -2802343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2802348.250000 Penalty: 4957.234863
	Iteration 26Q: 3 clusters Score -2802348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2802353.750000 Penalty: 4957.234863
	Iteration 27Q: 3 clusters Score -2802354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2802352.750000 Penalty: 4957.234863
	Iteration 28Q: 3 clusters Score -2802353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2802352.750000 Penalty: 4957.234863
	Iteration 29F: 3 clusters Score -2802353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 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 154 members 
Entering Unmasked Estep 
Score: -28484.798828 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28484.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28680.023438 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28680.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28754.150391 Penalty: 2830.726807
	Iteration 2Q: 3 clusters Score -28754.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28814.669922 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28814.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28858.029297 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28858.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28896.144531 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28896.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28950.556641 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28950.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28991.283203 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -28991.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29024.558594 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -29024.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29045.267578 Penalty: 2830.726807
	Iteration 9Q: 3 clusters Score -29045.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29049.287109 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -29049.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29051.843750 Penalty: 2830.726807
	Iteration 11Q: 3 clusters Score -29051.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29051.843750 Penalty: 2830.726807
	Iteration 12F: 3 clusters Score -29051.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -228277.640625 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -228277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -225726.234375 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -225726.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -226168.812500 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -226168.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -226280.656250 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -226280.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -226343.984375 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -226344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226374.609375 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -226374.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -226388.375000 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -226388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -226395.781250 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -226395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226400.156250 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -226400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226402.906250 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -226402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226404.234375 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -226404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226405.218750 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -226405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -226405.453125 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -226405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -226405.453125 Penalty: 3749.800049
	Iteration 12F: 3 clusters Score -226405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205809 members 
Entering Unmasked Estep 
Score: -26335328.000000 Penalty: 3034.206543
	Iteration 0F: 2 clusters Score -2.633533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -26201694.000000 Penalty: 6068.413086
	Iteration 0F: 3 clusters Score -2.620169e+07 nChanged 99080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101590 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -26259768.000000 Penalty: 6068.413086
	Iteration 1F: 3 clusters Score -2.625977e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100848 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -26261174.000000 Penalty: 6068.413086
	Iteration 2Q: 3 clusters Score -2.626117e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -26262896.000000 Penalty: 6068.413086
	Iteration 3Q: 3 clusters Score -2.62629e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -26265298.000000 Penalty: 6068.413086
	Iteration 4Q: 3 clusters Score -2.62653e+07 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -26268816.000000 Penalty: 6068.413086
	Iteration 5Q: 3 clusters Score -2.626882e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -26275050.000000 Penalty: 6068.413086
	Iteration 6F: 3 clusters Score -2.627505e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 120813 members 
Entering Unmasked Estep 
Score: -26284664.000000 Penalty: 6068.413086
	Iteration 7F: 3 clusters Score -2.628466e+07 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -26296188.000000 Penalty: 6068.413086
	Iteration 8F: 3 clusters Score -2.629619e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 130631 members 
Entering Unmasked Estep 
Score: -26305260.000000 Penalty: 6068.413086
	Iteration 9F: 3 clusters Score -2.630526e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -26309382.000000 Penalty: 6068.413086
	Iteration 10Q: 3 clusters Score -2.630938e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 136134 members 
Entering Unmasked Estep 
Score: -26311004.000000 Penalty: 6068.413086
	Iteration 11Q: 3 clusters Score -2.6311e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -26311954.000000 Penalty: 6068.413086
	Iteration 12Q: 3 clusters Score -2.631195e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 141537 members 
Entering Unmasked Estep 
Score: -26313048.000000 Penalty: 6068.413086
	Iteration 13Q: 3 clusters Score -2.631305e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 144353 members 
Entering Unmasked Estep 
Score: -26314144.000000 Penalty: 6068.413086
	Iteration 14Q: 3 clusters Score -2.631414e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -26315198.000000 Penalty: 6068.413086
	Iteration 15Q: 3 clusters Score -2.63152e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -26316164.000000 Penalty: 6068.413086
	Iteration 16Q: 3 clusters Score -2.631616e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -26317406.000000 Penalty: 6068.413086
	Iteration 17Q: 3 clusters Score -2.631741e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 156750 members 
Entering Unmasked Estep 
Score: -26318518.000000 Penalty: 6068.413086
	Iteration 18Q: 3 clusters Score -2.631852e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 160070 members 
Entering Unmasked Estep 
Score: -26319806.000000 Penalty: 6068.413086
	Iteration 19Q: 3 clusters Score -2.631981e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -26321122.000000 Penalty: 6068.413086
	Iteration 20F: 3 clusters Score -2.632112e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -26322718.000000 Penalty: 6068.413086
	Iteration 21Q: 3 clusters Score -2.632272e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 170997 members 
Entering Unmasked Estep 
Score: -26324230.000000 Penalty: 6068.413086
	Iteration 22Q: 3 clusters Score -2.632423e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 174721 members 
Entering Unmasked Estep 
Score: -26325824.000000 Penalty: 6068.413086
	Iteration 23Q: 3 clusters Score -2.632582e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 178440 members 
Entering Unmasked Estep 
Score: -26327440.000000 Penalty: 6068.413086
	Iteration 24Q: 3 clusters Score -2.632744e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 181961 members 
Entering Unmasked Estep 
Score: -26328832.000000 Penalty: 6068.413086
	Iteration 25Q: 3 clusters Score -2.632883e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 185223 members 
Entering Unmasked Estep 
Score: -26330008.000000 Penalty: 6068.413086
	Iteration 26Q: 3 clusters Score -2.633001e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 188207 members 
Entering Unmasked Estep 
Score: -26330986.000000 Penalty: 6068.413086
	Iteration 27Q: 3 clusters Score -2.633099e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 190826 members 
Entering Unmasked Estep 
Score: -26331748.000000 Penalty: 6068.413086
	Iteration 28Q: 3 clusters Score -2.633175e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 193076 members 
Entering Unmasked Estep 
Score: -26332274.000000 Penalty: 6068.413086
	Iteration 29Q: 3 clusters Score -2.633227e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -26332674.000000 Penalty: 6068.413086
	Iteration 30Q: 3 clusters Score -2.633267e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 196631 members 
Entering Unmasked Estep 
Score: -26333012.000000 Penalty: 6068.413086
	Iteration 31Q: 3 clusters Score -2.633301e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 198023 members 
Entering Unmasked Estep 
Score: -26333324.000000 Penalty: 6068.413086
	Iteration 32Q: 3 clusters Score -2.633332e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 199154 members 
Entering Unmasked Estep 
Score: -26333382.000000 Penalty: 6068.413086
	Iteration 33Q: 3 clusters Score -2.633338e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 200009 members 
Entering Unmasked Estep 
Score: -26333380.000000 Penalty: 6068.413086
	Iteration 34Q: 3 clusters Score -2.633338e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 200716 members 
Entering Unmasked Estep 
Score: -26333446.000000 Penalty: 6068.413086
	Iteration 35Q: 3 clusters Score -2.633345e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 201305 members 
Entering Unmasked Estep 
Score: -26333518.000000 Penalty: 6068.413086
	Iteration 36Q: 3 clusters Score -2.633352e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 201769 members 
Entering Unmasked Estep 
Score: -26333586.000000 Penalty: 6068.413086
	Iteration 37Q: 3 clusters Score -2.633359e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 202150 members 
Entering Unmasked Estep 
Score: -26333568.000000 Penalty: 6068.413086
	Iteration 38Q: 3 clusters Score -2.633357e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 202461 members 
Entering Unmasked Estep 
Score: -26333606.000000 Penalty: 6068.413086
	Iteration 39Q: 3 clusters Score -2.633361e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 202717 members 
Entering Unmasked Estep 
Score: -26333508.000000 Penalty: 6068.413086
	Iteration 40F: 3 clusters Score -2.633351e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -26333524.000000 Penalty: 6068.413086
	Iteration 41Q: 3 clusters Score -2.633352e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 203106 members 
Entering Unmasked Estep 
Score: -26333474.000000 Penalty: 6068.413086
	Iteration 42Q: 3 clusters Score -2.633347e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 203263 members 
Entering Unmasked Estep 
Score: -26333458.000000 Penalty: 6068.413086
	Iteration 43Q: 3 clusters Score -2.633346e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 203389 members 
Entering Unmasked Estep 
Score: -26333514.000000 Penalty: 6068.413086
	Iteration 44Q: 3 clusters Score -2.633351e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 203489 members 
Entering Unmasked Estep 
Score: -26333490.000000 Penalty: 6068.413086
	Iteration 45Q: 3 clusters Score -2.633349e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 203572 members 
Entering Unmasked Estep 
Score: -26333520.000000 Penalty: 6068.413086
	Iteration 46Q: 3 clusters Score -2.633352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 203652 members 
Entering Unmasked Estep 
Score: -26333552.000000 Penalty: 6068.413086
	Iteration 47Q: 3 clusters Score -2.633355e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 203719 members 
Entering Unmasked Estep 
Score: -26333560.000000 Penalty: 6068.413086
	Iteration 48Q: 3 clusters Score -2.633356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 203768 members 
Entering Unmasked Estep 
Score: -26333570.000000 Penalty: 6068.413086
	Iteration 49Q: 3 clusters Score -2.633357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 203811 members 
Entering Unmasked Estep 
Score: -26333548.000000 Penalty: 6068.413086
	Iteration 50Q: 3 clusters Score -2.633355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 203852 members 
Entering Unmasked Estep 
Score: -26333532.000000 Penalty: 6068.413086
	Iteration 51Q: 3 clusters Score -2.633353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 203885 members 
Entering Unmasked Estep 
Score: -26333522.000000 Penalty: 6068.413086
	Iteration 52Q: 3 clusters Score -2.633352e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 203916 members 
Entering Unmasked Estep 
Score: -26333536.000000 Penalty: 6068.413086
	Iteration 53Q: 3 clusters Score -2.633354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 203950 members 
Entering Unmasked Estep 
Score: -26333538.000000 Penalty: 6068.413086
	Iteration 54Q: 3 clusters Score -2.633354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 203977 members 
Entering Unmasked Estep 
Score: -26333522.000000 Penalty: 6068.413086
	Iteration 55Q: 3 clusters Score -2.633352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 204006 members 
Entering Unmasked Estep 
Score: -26333514.000000 Penalty: 6068.413086
	Iteration 56Q: 3 clusters Score -2.633351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 204033 members 
Entering Unmasked Estep 
Score: -26333492.000000 Penalty: 6068.413086
	Iteration 57Q: 3 clusters Score -2.633349e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -26333522.000000 Penalty: 6068.413086
	Iteration 58Q: 3 clusters Score -2.633352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 204084 members 
Entering Unmasked Estep 
Score: -26333514.000000 Penalty: 6068.413086
	Iteration 59Q: 3 clusters Score -2.633351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 204105 members 
Entering Unmasked Estep 
Score: -26333530.000000 Penalty: 6068.413086
	Iteration 60F: 3 clusters Score -2.633353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 204120 members 
Entering Unmasked Estep 
Score: -26333502.000000 Penalty: 6068.413086
	Iteration 61Q: 3 clusters Score -2.63335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 204135 members 
Entering Unmasked Estep 
Score: -26333526.000000 Penalty: 6068.413086
	Iteration 62Q: 3 clusters Score -2.633353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 204146 members 
Entering Unmasked Estep 
Score: -26333516.000000 Penalty: 6068.413086
	Iteration 63Q: 3 clusters Score -2.633352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 204158 members 
Entering Unmasked Estep 
Score: -26333562.000000 Penalty: 6068.413086
	Iteration 64Q: 3 clusters Score -2.633356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 204168 members 
Entering Unmasked Estep 
Score: -26333566.000000 Penalty: 6068.413086
	Iteration 65Q: 3 clusters Score -2.633357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 204176 members 
Entering Unmasked Estep 
Score: -26333558.000000 Penalty: 6068.413086
	Iteration 66Q: 3 clusters Score -2.633356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 204184 members 
Entering Unmasked Estep 
Score: -26333584.000000 Penalty: 6068.413086
	Iteration 67Q: 3 clusters Score -2.633358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 204190 members 
Entering Unmasked Estep 
Score: -26333568.000000 Penalty: 6068.413086
	Iteration 68Q: 3 clusters Score -2.633357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 204194 members 
Entering Unmasked Estep 
Score: -26333568.000000 Penalty: 6068.413086
	Iteration 69Q: 3 clusters Score -2.633357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 204202 members 
Entering Unmasked Estep 
Score: -26333554.000000 Penalty: 6068.413086
	Iteration 70Q: 3 clusters Score -2.633355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 204214 members 
Entering Unmasked Estep 
Score: -26333556.000000 Penalty: 6068.413086
	Iteration 71Q: 3 clusters Score -2.633356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 204226 members 
Entering Unmasked Estep 
Score: -26333538.000000 Penalty: 6068.413086
	Iteration 72Q: 3 clusters Score -2.633354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 204231 members 
Entering Unmasked Estep 
Score: -26333536.000000 Penalty: 6068.413086
	Iteration 73Q: 3 clusters Score -2.633354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 204233 members 
Entering Unmasked Estep 
Score: -26333530.000000 Penalty: 6068.413086
	Iteration 74Q: 3 clusters Score -2.633353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 204234 members 
Entering Unmasked Estep 
Score: -26333536.000000 Penalty: 6068.413086
	Iteration 75Q: 3 clusters Score -2.633354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 204240 members 
Entering Unmasked Estep 
Score: -26333530.000000 Penalty: 6068.413086
	Iteration 76Q: 3 clusters Score -2.633353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 204240 members 
Entering Unmasked Estep 
Score: -26333546.000000 Penalty: 6068.413086
	Iteration 77Q: 3 clusters Score -2.633355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 204241 members 
Entering Unmasked Estep 
Score: -26333552.000000 Penalty: 6068.413086
	Iteration 78Q: 3 clusters Score -2.633355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 204242 members 
Entering Unmasked Estep 
Score: -26333542.000000 Penalty: 6068.413086
	Iteration 79Q: 3 clusters Score -2.633354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 204245 members 
Entering Unmasked Estep 
Score: -26333538.000000 Penalty: 6068.413086
	Iteration 80F: 3 clusters Score -2.633354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 204246 members 
Entering Unmasked Estep 
Score: -26333536.000000 Penalty: 6068.413086
	Iteration 81Q: 3 clusters Score -2.633354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 204246 members 
Entering Unmasked Estep 
Score: -26333536.000000 Penalty: 6068.413086
	Iteration 82F: 3 clusters Score -2.633354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 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 285 members 
Entering Unmasked Estep 
Score: -58814.031250 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58814.03 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59626.042969 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59626.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60100.875000 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -60100.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60409.238281 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -60409.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60777.199219 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -60777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61159.003906 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -61159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61177.003906 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -61177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61202.019531 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -61202.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61219.535156 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -61219.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61226.300781 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -61226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61240.554688 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -61240.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61288.082031 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -61288.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61377.632812 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -61377.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61564.804688 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -61564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61564.804688 Penalty: 3153.489746
	Iteration 14F: 3 clusters Score -61564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205809 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55078 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 183739 members 
Mstep: Class 16 contains 63412 members 
Mstep: Class 18 contains 32034 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187331 members 
Mstep: Class 22 contains 243770 members 
Mstep: Class 23 contains 170512 members 
Entering Unmasked Estep 
Score: -149683904.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149684448.000000 to -149683904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 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 283 members 
Entering Unmasked Estep 
Score: -61632.156250 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61632.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61871.500000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61871.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61973.218750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -61973.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62090.675781 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -62090.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62262.761719 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -62262.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62427.992188 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62427.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62608.640625 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62608.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62756.078125 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62756.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62887.277344 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62887.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63005.070312 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -63005.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63083.386719 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -63083.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63146.871094 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -63146.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63209.269531 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -63209.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63238.378906 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -63238.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63257.140625 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -63257.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63287.136719 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -63287.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63322.160156 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -63322.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63342.886719 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -63342.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63342.886719 Penalty: 3152.629395
	Iteration 18F: 3 clusters Score -63342.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205809 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55078 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 304 members 
Mstep: Class 14 contains 183739 members 
Mstep: Class 16 contains 63412 members 
Mstep: Class 18 contains 32034 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187331 members 
Mstep: Class 22 contains 243770 members 
Mstep: Class 23 contains 170512 members 
Entering Unmasked Estep 
Score: -149682576.000000 Penalty: 69388.398438
Splitting cluster 7 changes total score from -149684448.000000 to -149682576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38865.281250 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38865.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39064.648438 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39064.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39118.144531 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39118.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39146.011719 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39146.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39170.812500 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39170.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39178.300781 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39178.300781 Penalty: 2942.393555
	Iteration 6F: 3 clusters Score -39178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Entering Unmasked Estep 
Score: -1451559.750000 Penalty: 2311.404785
	Iteration 0F: 2 clusters Score -1451560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1443075.875000 Penalty: 4622.809570
	Iteration 0F: 3 clusters Score -1443076 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1445625.625000 Penalty: 4622.809570
	Iteration 1F: 3 clusters Score -1445626 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1445943.625000 Penalty: 4622.809570
	Iteration 2F: 3 clusters Score -1445944 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1446178.625000 Penalty: 4622.809570
	Iteration 3Q: 3 clusters Score -1446179 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1446375.750000 Penalty: 4622.809570
	Iteration 4Q: 3 clusters Score -1446376 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1446541.250000 Penalty: 4622.809570
	Iteration 5Q: 3 clusters Score -1446541 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1446727.000000 Penalty: 4622.809570
	Iteration 6Q: 3 clusters Score -1446727 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1446907.500000 Penalty: 4622.809570
	Iteration 7Q: 3 clusters Score -1446908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1447055.875000 Penalty: 4622.809570
	Iteration 8Q: 3 clusters Score -1447056 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1447178.375000 Penalty: 4622.809570
	Iteration 9Q: 3 clusters Score -1447178 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1447316.375000 Penalty: 4622.809570
	Iteration 10Q: 3 clusters Score -1447316 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1447473.375000 Penalty: 4622.809570
	Iteration 11Q: 3 clusters Score -1447473 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1447643.125000 Penalty: 4622.809570
	Iteration 12Q: 3 clusters Score -1447643 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1447840.250000 Penalty: 4622.809570
	Iteration 13Q: 3 clusters Score -1447840 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1448049.125000 Penalty: 4622.809570
	Iteration 14Q: 3 clusters Score -1448049 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1448212.750000 Penalty: 4622.809570
	Iteration 15Q: 3 clusters Score -1448213 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1448356.375000 Penalty: 4622.809570
	Iteration 16Q: 3 clusters Score -1448356 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1448488.500000 Penalty: 4622.809570
	Iteration 17Q: 3 clusters Score -1448488 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1448610.750000 Penalty: 4622.809570
	Iteration 18Q: 3 clusters Score -1448611 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1448706.625000 Penalty: 4622.809570
	Iteration 19Q: 3 clusters Score -1448707 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1448797.875000 Penalty: 4622.809570
	Iteration 20F: 3 clusters Score -1448798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1448873.625000 Penalty: 4622.809570
	Iteration 21Q: 3 clusters Score -1448874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1448939.125000 Penalty: 4622.809570
	Iteration 22Q: 3 clusters Score -1448939 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1448992.000000 Penalty: 4622.809570
	Iteration 23Q: 3 clusters Score -1448992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1449039.750000 Penalty: 4622.809570
	Iteration 24Q: 3 clusters Score -1449040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1449073.250000 Penalty: 4622.809570
	Iteration 25Q: 3 clusters Score -1449073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1449104.500000 Penalty: 4622.809570
	Iteration 26Q: 3 clusters Score -1449104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1449134.500000 Penalty: 4622.809570
	Iteration 27Q: 3 clusters Score -1449134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1449161.125000 Penalty: 4622.809570
	Iteration 28Q: 3 clusters Score -1449161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1449191.000000 Penalty: 4622.809570
	Iteration 29Q: 3 clusters Score -1449191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1449221.625000 Penalty: 4622.809570
	Iteration 30Q: 3 clusters Score -1449222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1449247.500000 Penalty: 4622.809570
	Iteration 31Q: 3 clusters Score -1449248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1449281.625000 Penalty: 4622.809570
	Iteration 32Q: 3 clusters Score -1449282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1449312.000000 Penalty: 4622.809570
	Iteration 33Q: 3 clusters Score -1449312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1449336.125000 Penalty: 4622.809570
	Iteration 34Q: 3 clusters Score -1449336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1449354.375000 Penalty: 4622.809570
	Iteration 35Q: 3 clusters Score -1449354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1449368.875000 Penalty: 4622.809570
	Iteration 36Q: 3 clusters Score -1449369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1449380.250000 Penalty: 4622.809570
	Iteration 37Q: 3 clusters Score -1449380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1449392.625000 Penalty: 4622.809570
	Iteration 38Q: 3 clusters Score -1449393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1449408.875000 Penalty: 4622.809570
	Iteration 39Q: 3 clusters Score -1449409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1449427.375000 Penalty: 4622.809570
	Iteration 40F: 3 clusters Score -1449427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1449440.375000 Penalty: 4622.809570
	Iteration 41Q: 3 clusters Score -1449440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1449449.000000 Penalty: 4622.809570
	Iteration 42Q: 3 clusters Score -1449449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1449464.250000 Penalty: 4622.809570
	Iteration 43Q: 3 clusters Score -1449464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1449478.125000 Penalty: 4622.809570
	Iteration 44Q: 3 clusters Score -1449478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1449492.000000 Penalty: 4622.809570
	Iteration 45Q: 3 clusters Score -1449492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1449501.000000 Penalty: 4622.809570
	Iteration 46Q: 3 clusters Score -1449501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1449505.875000 Penalty: 4622.809570
	Iteration 47Q: 3 clusters Score -1449506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1449513.500000 Penalty: 4622.809570
	Iteration 48Q: 3 clusters Score -1449514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1449516.000000 Penalty: 4622.809570
	Iteration 49Q: 3 clusters Score -1449516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1449522.500000 Penalty: 4622.809570
	Iteration 50Q: 3 clusters Score -1449522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1449529.250000 Penalty: 4622.809570
	Iteration 51Q: 3 clusters Score -1449529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1449534.125000 Penalty: 4622.809570
	Iteration 52Q: 3 clusters Score -1449534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1449542.250000 Penalty: 4622.809570
	Iteration 53Q: 3 clusters Score -1449542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1449547.125000 Penalty: 4622.809570
	Iteration 54Q: 3 clusters Score -1449547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1449548.375000 Penalty: 4622.809570
	Iteration 55Q: 3 clusters Score -1449548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1449551.750000 Penalty: 4622.809570
	Iteration 56Q: 3 clusters Score -1449552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1449555.375000 Penalty: 4622.809570
	Iteration 57Q: 3 clusters Score -1449555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1449553.625000 Penalty: 4622.809570
	Iteration 58Q: 3 clusters Score -1449554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1449553.625000 Penalty: 4622.809570
	Iteration 59Q: 3 clusters Score -1449554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1449554.125000 Penalty: 4622.809570
	Iteration 60F: 3 clusters Score -1449554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1449556.250000 Penalty: 4622.809570
	Iteration 61Q: 3 clusters Score -1449556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1449559.000000 Penalty: 4622.809570
	Iteration 62Q: 3 clusters Score -1449559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1449562.125000 Penalty: 4622.809570
	Iteration 63Q: 3 clusters Score -1449562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1449561.500000 Penalty: 4622.809570
	Iteration 64Q: 3 clusters Score -1449562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1449565.000000 Penalty: 4622.809570
	Iteration 65Q: 3 clusters Score -1449565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1449565.000000 Penalty: 4622.809570
	Iteration 66Q: 3 clusters Score -1449565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1449565.000000 Penalty: 4622.809570
	Iteration 67F: 3 clusters Score -1449565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Entering Unmasked Estep 
Score: -7084039.500000 Penalty: 2707.293457
	Iteration 0F: 2 clusters Score -7084040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -7046820.000000 Penalty: 5414.586914
	Iteration 0F: 3 clusters Score -7046820 nChanged 25690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -7061432.500000 Penalty: 5414.586914
	Iteration 1F: 3 clusters Score -7061432 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -7062281.500000 Penalty: 5414.586914
	Iteration 2Q: 3 clusters Score -7062282 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -7063390.000000 Penalty: 5414.586914
	Iteration 3Q: 3 clusters Score -7063390 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -7064830.500000 Penalty: 5414.586914
	Iteration 4F: 3 clusters Score -7064830 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -7066955.000000 Penalty: 5414.586914
	Iteration 5F: 3 clusters Score -7066955 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -7069660.500000 Penalty: 5414.586914
	Iteration 6F: 3 clusters Score -7069660 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -7072721.500000 Penalty: 5414.586914
	Iteration 7F: 3 clusters Score -7072722 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -7075512.000000 Penalty: 5414.586914
	Iteration 8F: 3 clusters Score -7075512 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -7077496.000000 Penalty: 5414.586914
	Iteration 9Q: 3 clusters Score -7077496 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7078639.000000 Penalty: 5414.586914
	Iteration 10Q: 3 clusters Score -7078639 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7079248.000000 Penalty: 5414.586914
	Iteration 11Q: 3 clusters Score -7079248 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7079669.500000 Penalty: 5414.586914
	Iteration 12Q: 3 clusters Score -7079670 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7079978.000000 Penalty: 5414.586914
	Iteration 13Q: 3 clusters Score -7079978 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -7080228.500000 Penalty: 5414.586914
	Iteration 14Q: 3 clusters Score -7080228 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7080454.000000 Penalty: 5414.586914
	Iteration 15Q: 3 clusters Score -7080454 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7080580.500000 Penalty: 5414.586914
	Iteration 16Q: 3 clusters Score -7080580 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7080746.000000 Penalty: 5414.586914
	Iteration 17Q: 3 clusters Score -7080746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7080901.000000 Penalty: 5414.586914
	Iteration 18Q: 3 clusters Score -7080901 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7081042.000000 Penalty: 5414.586914
	Iteration 19Q: 3 clusters Score -7081042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7081136.000000 Penalty: 5414.586914
	Iteration 20F: 3 clusters Score -7081136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7081205.500000 Penalty: 5414.586914
	Iteration 21Q: 3 clusters Score -7081206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7081248.000000 Penalty: 5414.586914
	Iteration 22Q: 3 clusters Score -7081248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7081296.500000 Penalty: 5414.586914
	Iteration 23Q: 3 clusters Score -7081296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7081363.000000 Penalty: 5414.586914
	Iteration 24Q: 3 clusters Score -7081363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7081381.500000 Penalty: 5414.586914
	Iteration 25Q: 3 clusters Score -7081382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7081420.000000 Penalty: 5414.586914
	Iteration 26Q: 3 clusters Score -7081420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7081469.000000 Penalty: 5414.586914
	Iteration 27Q: 3 clusters Score -7081469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7081481.500000 Penalty: 5414.586914
	Iteration 28Q: 3 clusters Score -7081482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7081504.500000 Penalty: 5414.586914
	Iteration 29Q: 3 clusters Score -7081504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7081536.000000 Penalty: 5414.586914
	Iteration 30Q: 3 clusters Score -7081536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7081558.500000 Penalty: 5414.586914
	Iteration 31Q: 3 clusters Score -7081558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7081577.000000 Penalty: 5414.586914
	Iteration 32Q: 3 clusters Score -7081577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7081583.500000 Penalty: 5414.586914
	Iteration 33Q: 3 clusters Score -7081584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7081597.000000 Penalty: 5414.586914
	Iteration 34Q: 3 clusters Score -7081597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7081600.000000 Penalty: 5414.586914
	Iteration 35Q: 3 clusters Score -7081600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7081612.000000 Penalty: 5414.586914
	Iteration 36Q: 3 clusters Score -7081612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7081613.500000 Penalty: 5414.586914
	Iteration 37Q: 3 clusters Score -7081614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7081630.000000 Penalty: 5414.586914
	Iteration 38Q: 3 clusters Score -7081630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7081655.500000 Penalty: 5414.586914
	Iteration 39Q: 3 clusters Score -7081656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7081665.000000 Penalty: 5414.586914
	Iteration 40F: 3 clusters Score -7081665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7081667.000000 Penalty: 5414.586914
	Iteration 41Q: 3 clusters Score -7081667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7081666.500000 Penalty: 5414.586914
	Iteration 42Q: 3 clusters Score -7081666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7081672.000000 Penalty: 5414.586914
	Iteration 43Q: 3 clusters Score -7081672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7081677.500000 Penalty: 5414.586914
	Iteration 44Q: 3 clusters Score -7081678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7081688.500000 Penalty: 5414.586914
	Iteration 45Q: 3 clusters Score -7081688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7081685.500000 Penalty: 5414.586914
	Iteration 46Q: 3 clusters Score -7081686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7081687.000000 Penalty: 5414.586914
	Iteration 47Q: 3 clusters Score -7081687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7081687.500000 Penalty: 5414.586914
	Iteration 48Q: 3 clusters Score -7081688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7081689.500000 Penalty: 5414.586914
	Iteration 49Q: 3 clusters Score -7081690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7081685.000000 Penalty: 5414.586914
	Iteration 50Q: 3 clusters Score -7081685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7081690.000000 Penalty: 5414.586914
	Iteration 51Q: 3 clusters Score -7081690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7081690.000000 Penalty: 5414.586914
	Iteration 52F: 3 clusters Score -7081690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -679044.562500 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -679044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -674174.687500 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -674174.7 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -675521.750000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -675521.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -675916.812500 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -675916.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -676165.375000 Penalty: 4276.558105
	Iteration 3F: 3 clusters Score -676165.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -676382.875000 Penalty: 4276.558105
	Iteration 4F: 3 clusters Score -676382.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -676560.125000 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -676560.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -676704.750000 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -676704.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -676813.562500 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -676813.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -676915.937500 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -676915.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -677000.000000 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -677000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -677081.000000 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -677081 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -677172.750000 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -677172.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -677266.250000 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -677266.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -677337.187500 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -677337.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -677391.750000 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -677391.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -677440.375000 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -677440.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -677470.187500 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -677470.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -677501.187500 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -677501.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -677526.437500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -677526.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -677546.562500 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -677546.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -677561.937500 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -677561.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -677577.375000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -677577.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -677595.312500 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -677595.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -677611.187500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -677611.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -677622.937500 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -677622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -677630.062500 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -677630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -677635.375000 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -677635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -677638.687500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -677638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -677639.812500 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -677639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -677640.562500 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -677640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -677640.562500 Penalty: 4276.558105
	Iteration 30F: 3 clusters Score -677640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -540218.687500 Penalty: 2076.182861
	Iteration 0F: 2 clusters Score -540218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -536083.437500 Penalty: 4152.365723
	Iteration 0F: 3 clusters Score -536083.4 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -537002.937500 Penalty: 4152.365723
	Iteration 1F: 3 clusters Score -537002.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -537190.562500 Penalty: 4152.365723
	Iteration 2F: 3 clusters Score -537190.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -537315.937500 Penalty: 4152.365723
	Iteration 3Q: 3 clusters Score -537315.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -537409.750000 Penalty: 4152.365723
	Iteration 4Q: 3 clusters Score -537409.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -537473.062500 Penalty: 4152.365723
	Iteration 5Q: 3 clusters Score -537473.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -537518.937500 Penalty: 4152.365723
	Iteration 6Q: 3 clusters Score -537518.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -537555.000000 Penalty: 4152.365723
	Iteration 7Q: 3 clusters Score -537555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537582.125000 Penalty: 4152.365723
	Iteration 8Q: 3 clusters Score -537582.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -537601.312500 Penalty: 4152.365723
	Iteration 9Q: 3 clusters Score -537601.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -537624.812500 Penalty: 4152.365723
	Iteration 10Q: 3 clusters Score -537624.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -537647.500000 Penalty: 4152.365723
	Iteration 11Q: 3 clusters Score -537647.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -537661.562500 Penalty: 4152.365723
	Iteration 12Q: 3 clusters Score -537661.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -537673.125000 Penalty: 4152.365723
	Iteration 13Q: 3 clusters Score -537673.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -537683.562500 Penalty: 4152.365723
	Iteration 14Q: 3 clusters Score -537683.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -537695.937500 Penalty: 4152.365723
	Iteration 15Q: 3 clusters Score -537695.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -537706.375000 Penalty: 4152.365723
	Iteration 16Q: 3 clusters Score -537706.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -537714.000000 Penalty: 4152.365723
	Iteration 17Q: 3 clusters Score -537714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -537723.312500 Penalty: 4152.365723
	Iteration 18Q: 3 clusters Score -537723.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -537726.750000 Penalty: 4152.365723
	Iteration 19Q: 3 clusters Score -537726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -537730.937500 Penalty: 4152.365723
	Iteration 20F: 3 clusters Score -537730.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -537735.687500 Penalty: 4152.365723
	Iteration 21Q: 3 clusters Score -537735.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -537740.875000 Penalty: 4152.365723
	Iteration 22Q: 3 clusters Score -537740.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -537748.812500 Penalty: 4152.365723
	Iteration 23Q: 3 clusters Score -537748.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -537756.062500 Penalty: 4152.365723
	Iteration 24Q: 3 clusters Score -537756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -537765.187500 Penalty: 4152.365723
	Iteration 25Q: 3 clusters Score -537765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -537772.625000 Penalty: 4152.365723
	Iteration 26Q: 3 clusters Score -537772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -537777.750000 Penalty: 4152.365723
	Iteration 27Q: 3 clusters Score -537777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -537783.812500 Penalty: 4152.365723
	Iteration 28Q: 3 clusters Score -537783.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -537791.375000 Penalty: 4152.365723
	Iteration 29Q: 3 clusters Score -537791.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -537798.875000 Penalty: 4152.365723
	Iteration 30Q: 3 clusters Score -537798.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -537805.625000 Penalty: 4152.365723
	Iteration 31Q: 3 clusters Score -537805.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -537814.500000 Penalty: 4152.365723
	Iteration 32Q: 3 clusters Score -537814.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -537819.625000 Penalty: 4152.365723
	Iteration 33Q: 3 clusters Score -537819.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -537824.937500 Penalty: 4152.365723
	Iteration 34Q: 3 clusters Score -537824.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -537829.625000 Penalty: 4152.365723
	Iteration 35Q: 3 clusters Score -537829.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -537836.812500 Penalty: 4152.365723
	Iteration 36Q: 3 clusters Score -537836.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -537848.937500 Penalty: 4152.365723
	Iteration 37Q: 3 clusters Score -537848.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -537864.250000 Penalty: 4152.365723
	Iteration 38Q: 3 clusters Score -537864.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -537878.062500 Penalty: 4152.365723
	Iteration 39Q: 3 clusters Score -537878.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -537898.937500 Penalty: 4152.365723
	Iteration 40F: 3 clusters Score -537898.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -537920.062500 Penalty: 4152.365723
	Iteration 41Q: 3 clusters Score -537920.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -537937.000000 Penalty: 4152.365723
	Iteration 42Q: 3 clusters Score -537937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -537954.250000 Penalty: 4152.365723
	Iteration 43Q: 3 clusters Score -537954.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -537971.250000 Penalty: 4152.365723
	Iteration 44Q: 3 clusters Score -537971.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -537979.937500 Penalty: 4152.365723
	Iteration 45Q: 3 clusters Score -537979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -537985.687500 Penalty: 4152.365723
	Iteration 46Q: 3 clusters Score -537985.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -537990.000000 Penalty: 4152.365723
	Iteration 47Q: 3 clusters Score -537990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -537996.187500 Penalty: 4152.365723
	Iteration 48Q: 3 clusters Score -537996.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -538002.562500 Penalty: 4152.365723
	Iteration 49Q: 3 clusters Score -538002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -538010.875000 Penalty: 4152.365723
	Iteration 50Q: 3 clusters Score -538010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -538017.187500 Penalty: 4152.365723
	Iteration 51Q: 3 clusters Score -538017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -538023.875000 Penalty: 4152.365723
	Iteration 52Q: 3 clusters Score -538023.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -538032.875000 Penalty: 4152.365723
	Iteration 53Q: 3 clusters Score -538032.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -538044.312500 Penalty: 4152.365723
	Iteration 54Q: 3 clusters Score -538044.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -538059.937500 Penalty: 4152.365723
	Iteration 55Q: 3 clusters Score -538059.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -538073.000000 Penalty: 4152.365723
	Iteration 56Q: 3 clusters Score -538073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -538083.687500 Penalty: 4152.365723
	Iteration 57Q: 3 clusters Score -538083.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -538095.500000 Penalty: 4152.365723
	Iteration 58Q: 3 clusters Score -538095.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -538109.937500 Penalty: 4152.365723
	Iteration 59Q: 3 clusters Score -538109.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -538132.000000 Penalty: 4152.365723
	Iteration 60F: 3 clusters Score -538132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -538157.437500 Penalty: 4152.365723
	Iteration 61Q: 3 clusters Score -538157.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -538178.875000 Penalty: 4152.365723
	Iteration 62Q: 3 clusters Score -538178.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -538192.312500 Penalty: 4152.365723
	Iteration 63Q: 3 clusters Score -538192.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -538218.062500 Penalty: 4152.365723
	Iteration 64Q: 3 clusters Score -538218.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -538240.875000 Penalty: 4152.365723
	Iteration 65Q: 3 clusters Score -538240.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -538257.250000 Penalty: 4152.365723
	Iteration 66Q: 3 clusters Score -538257.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -538276.750000 Penalty: 4152.365723
	Iteration 67Q: 3 clusters Score -538276.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -538304.812500 Penalty: 4152.365723
	Iteration 68Q: 3 clusters Score -538304.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -538323.687500 Penalty: 4152.365723
	Iteration 69Q: 3 clusters Score -538323.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -538340.437500 Penalty: 4152.365723
	Iteration 70Q: 3 clusters Score -538340.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -538353.125000 Penalty: 4152.365723
	Iteration 71Q: 3 clusters Score -538353.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -538368.812500 Penalty: 4152.365723
	Iteration 72Q: 3 clusters Score -538368.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -538377.625000 Penalty: 4152.365723
	Iteration 73Q: 3 clusters Score -538377.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -538388.062500 Penalty: 4152.365723
	Iteration 74Q: 3 clusters Score -538388.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -538393.750000 Penalty: 4152.365723
	Iteration 75Q: 3 clusters Score -538393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -538401.500000 Penalty: 4152.365723
	Iteration 76Q: 3 clusters Score -538401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -538415.750000 Penalty: 4152.365723
	Iteration 77Q: 3 clusters Score -538415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -538423.937500 Penalty: 4152.365723
	Iteration 78Q: 3 clusters Score -538423.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -538431.812500 Penalty: 4152.365723
	Iteration 79Q: 3 clusters Score -538431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -538435.000000 Penalty: 4152.365723
	Iteration 80F: 3 clusters Score -538435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -538438.812500 Penalty: 4152.365723
	Iteration 81Q: 3 clusters Score -538438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -538441.375000 Penalty: 4152.365723
	Iteration 82Q: 3 clusters Score -538441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -538442.625000 Penalty: 4152.365723
	Iteration 83Q: 3 clusters Score -538442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -538442.625000 Penalty: 4152.365723
	Iteration 84F: 3 clusters Score -538442.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183739 members 
Entering Unmasked Estep 
Score: -23575010.000000 Penalty: 3006.075195
	Iteration 0F: 2 clusters Score -2.357501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -23455274.000000 Penalty: 6012.150391
	Iteration 0F: 3 clusters Score -2.345527e+07 nChanged 88226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -23506500.000000 Penalty: 6012.150391
	Iteration 1F: 3 clusters Score -2.35065e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -23507786.000000 Penalty: 6012.150391
	Iteration 2Q: 3 clusters Score -2.350779e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -23509722.000000 Penalty: 6012.150391
	Iteration 3Q: 3 clusters Score -2.350972e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106814 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -23513216.000000 Penalty: 6012.150391
	Iteration 4Q: 3 clusters Score -2.351322e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -23519246.000000 Penalty: 6012.150391
	Iteration 5F: 3 clusters Score -2.351925e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -23528632.000000 Penalty: 6012.150391
	Iteration 6F: 3 clusters Score -2.352863e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -23541212.000000 Penalty: 6012.150391
	Iteration 7F: 3 clusters Score -2.354121e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -23553056.000000 Penalty: 6012.150391
	Iteration 8F: 3 clusters Score -2.355306e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -23561286.000000 Penalty: 6012.150391
	Iteration 9F: 3 clusters Score -2.356129e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -23565962.000000 Penalty: 6012.150391
	Iteration 10Q: 3 clusters Score -2.356596e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -23568584.000000 Penalty: 6012.150391
	Iteration 11Q: 3 clusters Score -2.356858e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -23569984.000000 Penalty: 6012.150391
	Iteration 12Q: 3 clusters Score -2.356998e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169745 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -23570946.000000 Penalty: 6012.150391
	Iteration 13Q: 3 clusters Score -2.357095e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -23571672.000000 Penalty: 6012.150391
	Iteration 14Q: 3 clusters Score -2.357167e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173089 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -23572308.000000 Penalty: 6012.150391
	Iteration 15Q: 3 clusters Score -2.357231e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174376 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -23572784.000000 Penalty: 6012.150391
	Iteration 16Q: 3 clusters Score -2.357278e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175456 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -23573090.000000 Penalty: 6012.150391
	Iteration 17Q: 3 clusters Score -2.357309e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -23573142.000000 Penalty: 6012.150391
	Iteration 18Q: 3 clusters Score -2.357314e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177057 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -23573340.000000 Penalty: 6012.150391
	Iteration 19Q: 3 clusters Score -2.357334e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177706 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -23573508.000000 Penalty: 6012.150391
	Iteration 20F: 3 clusters Score -2.357351e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178249 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -23573548.000000 Penalty: 6012.150391
	Iteration 21Q: 3 clusters Score -2.357355e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -23573636.000000 Penalty: 6012.150391
	Iteration 22Q: 3 clusters Score -2.357364e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179083 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -23573590.000000 Penalty: 6012.150391
	Iteration 23Q: 3 clusters Score -2.357359e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -23573596.000000 Penalty: 6012.150391
	Iteration 24Q: 3 clusters Score -2.35736e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -23573518.000000 Penalty: 6012.150391
	Iteration 25Q: 3 clusters Score -2.357352e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179971 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -23573588.000000 Penalty: 6012.150391
	Iteration 26Q: 3 clusters Score -2.357359e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180186 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23573610.000000 Penalty: 6012.150391
	Iteration 27Q: 3 clusters Score -2.357361e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -23573622.000000 Penalty: 6012.150391
	Iteration 28Q: 3 clusters Score -2.357362e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180502 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -23573594.000000 Penalty: 6012.150391
	Iteration 29Q: 3 clusters Score -2.357359e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -23573608.000000 Penalty: 6012.150391
	Iteration 30Q: 3 clusters Score -2.357361e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180768 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -23573566.000000 Penalty: 6012.150391
	Iteration 31Q: 3 clusters Score -2.357357e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180865 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -23573570.000000 Penalty: 6012.150391
	Iteration 32Q: 3 clusters Score -2.357357e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180938 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -23573550.000000 Penalty: 6012.150391
	Iteration 33Q: 3 clusters Score -2.357355e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181008 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -23573544.000000 Penalty: 6012.150391
	Iteration 34Q: 3 clusters Score -2.357354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -23573574.000000 Penalty: 6012.150391
	Iteration 35Q: 3 clusters Score -2.357357e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181106 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23573558.000000 Penalty: 6012.150391
	Iteration 36Q: 3 clusters Score -2.357356e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -23573570.000000 Penalty: 6012.150391
	Iteration 37Q: 3 clusters Score -2.357357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181182 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -23573570.000000 Penalty: 6012.150391
	Iteration 38Q: 3 clusters Score -2.357357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181210 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -23573582.000000 Penalty: 6012.150391
	Iteration 39Q: 3 clusters Score -2.357358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181229 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -23573590.000000 Penalty: 6012.150391
	Iteration 40F: 3 clusters Score -2.357359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -23573586.000000 Penalty: 6012.150391
	Iteration 41Q: 3 clusters Score -2.357359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181261 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23573586.000000 Penalty: 6012.150391
	Iteration 42Q: 3 clusters Score -2.357359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -23573568.000000 Penalty: 6012.150391
	Iteration 43Q: 3 clusters Score -2.357357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -23573588.000000 Penalty: 6012.150391
	Iteration 44Q: 3 clusters Score -2.357359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181295 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -23573592.000000 Penalty: 6012.150391
	Iteration 45Q: 3 clusters Score -2.357359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181306 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -23573608.000000 Penalty: 6012.150391
	Iteration 46Q: 3 clusters Score -2.357361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -23573594.000000 Penalty: 6012.150391
	Iteration 47Q: 3 clusters Score -2.357359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181341 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23573588.000000 Penalty: 6012.150391
	Iteration 48Q: 3 clusters Score -2.357359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -23573586.000000 Penalty: 6012.150391
	Iteration 49Q: 3 clusters Score -2.357359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23573602.000000 Penalty: 6012.150391
	Iteration 50Q: 3 clusters Score -2.35736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181386 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -23573578.000000 Penalty: 6012.150391
	Iteration 51Q: 3 clusters Score -2.357358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -23573576.000000 Penalty: 6012.150391
	Iteration 52Q: 3 clusters Score -2.357358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181401 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -23573576.000000 Penalty: 6012.150391
	Iteration 53Q: 3 clusters Score -2.357358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181404 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -23573578.000000 Penalty: 6012.150391
	Iteration 54Q: 3 clusters Score -2.357358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181408 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23573578.000000 Penalty: 6012.150391
	Iteration 55Q: 3 clusters Score -2.357358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181411 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -23573584.000000 Penalty: 6012.150391
	Iteration 56Q: 3 clusters Score -2.357358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181415 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -23573566.000000 Penalty: 6012.150391
	Iteration 57Q: 3 clusters Score -2.357357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181417 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -23573580.000000 Penalty: 6012.150391
	Iteration 58Q: 3 clusters Score -2.357358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -23573572.000000 Penalty: 6012.150391
	Iteration 59Q: 3 clusters Score -2.357357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -23573574.000000 Penalty: 6012.150391
	Iteration 60F: 3 clusters Score -2.357357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -23573576.000000 Penalty: 6012.150391
	Iteration 61Q: 3 clusters Score -2.357358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181423 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -23573574.000000 Penalty: 6012.150391
	Iteration 62Q: 3 clusters Score -2.357357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181424 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23573568.000000 Penalty: 6012.150391
	Iteration 63Q: 3 clusters Score -2.357357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -23573566.000000 Penalty: 6012.150391
	Iteration 64Q: 3 clusters Score -2.357357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -23573566.000000 Penalty: 6012.150391
	Iteration 65F: 3 clusters Score -2.357357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Entering Unmasked Estep 
Score: -7908554.500000 Penalty: 2742.237305
	Iteration 0F: 2 clusters Score -7908554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -7865685.500000 Penalty: 5484.474609
	Iteration 0F: 3 clusters Score -7865686 nChanged 29611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -7882271.000000 Penalty: 5484.474609
	Iteration 1F: 3 clusters Score -7882271 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7882768.500000 Penalty: 5484.474609
	Iteration 2Q: 3 clusters Score -7882768 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -7883127.000000 Penalty: 5484.474609
	Iteration 3Q: 3 clusters Score -7883127 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -7883479.500000 Penalty: 5484.474609
	Iteration 4Q: 3 clusters Score -7883480 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -7883892.500000 Penalty: 5484.474609
	Iteration 5Q: 3 clusters Score -7883892 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -7884536.500000 Penalty: 5484.474609
	Iteration 6Q: 3 clusters Score -7884536 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -7885655.000000 Penalty: 5484.474609
	Iteration 7Q: 3 clusters Score -7885655 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -7887350.500000 Penalty: 5484.474609
	Iteration 8F: 3 clusters Score -7887350 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -7890430.500000 Penalty: 5484.474609
	Iteration 9F: 3 clusters Score -7890430 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -7895017.500000 Penalty: 5484.474609
	Iteration 10F: 3 clusters Score -7895018 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -7900175.000000 Penalty: 5484.474609
	Iteration 11F: 3 clusters Score -7900175 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7903807.000000 Penalty: 5484.474609
	Iteration 12F: 3 clusters Score -7903807 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7905335.500000 Penalty: 5484.474609
	Iteration 13Q: 3 clusters Score -7905336 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7905784.000000 Penalty: 5484.474609
	Iteration 14Q: 3 clusters Score -7905784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7905929.500000 Penalty: 5484.474609
	Iteration 15Q: 3 clusters Score -7905930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7906001.000000 Penalty: 5484.474609
	Iteration 16Q: 3 clusters Score -7906001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7906036.000000 Penalty: 5484.474609
	Iteration 17Q: 3 clusters Score -7906036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7906072.000000 Penalty: 5484.474609
	Iteration 18Q: 3 clusters Score -7906072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7906085.500000 Penalty: 5484.474609
	Iteration 19Q: 3 clusters Score -7906086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7906095.000000 Penalty: 5484.474609
	Iteration 20F: 3 clusters Score -7906095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7906098.000000 Penalty: 5484.474609
	Iteration 21Q: 3 clusters Score -7906098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7906102.500000 Penalty: 5484.474609
	Iteration 22Q: 3 clusters Score -7906102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7906102.500000 Penalty: 5484.474609
	Iteration 23F: 3 clusters Score -7906102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Entering Unmasked Estep 
Score: -4162576.500000 Penalty: 2572.889160
	Iteration 0F: 2 clusters Score -4162576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4140775.500000 Penalty: 5145.778320
	Iteration 0F: 3 clusters Score -4140776 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4148607.500000 Penalty: 5145.778320
	Iteration 1F: 3 clusters Score -4148608 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4149073.250000 Penalty: 5145.778320
	Iteration 2Q: 3 clusters Score -4149073 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4149488.500000 Penalty: 5145.778320
	Iteration 3Q: 3 clusters Score -4149488 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -4150072.750000 Penalty: 5145.778320
	Iteration 4Q: 3 clusters Score -4150073 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4150812.750000 Penalty: 5145.778320
	Iteration 5Q: 3 clusters Score -4150813 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4151988.000000 Penalty: 5145.778320
	Iteration 6F: 3 clusters Score -4151988 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4153721.750000 Penalty: 5145.778320
	Iteration 7F: 3 clusters Score -4153722 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4155878.500000 Penalty: 5145.778320
	Iteration 8F: 3 clusters Score -4155878 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4157835.750000 Penalty: 5145.778320
	Iteration 9F: 3 clusters Score -4157836 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4159022.750000 Penalty: 5145.778320
	Iteration 10Q: 3 clusters Score -4159023 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4159613.750000 Penalty: 5145.778320
	Iteration 11Q: 3 clusters Score -4159614 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4159828.250000 Penalty: 5145.778320
	Iteration 12Q: 3 clusters Score -4159828 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4159925.750000 Penalty: 5145.778320
	Iteration 13Q: 3 clusters Score -4159926 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -4160001.250000 Penalty: 5145.778320
	Iteration 14Q: 3 clusters Score -4160001 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4160057.500000 Penalty: 5145.778320
	Iteration 15Q: 3 clusters Score -4160058 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4160109.500000 Penalty: 5145.778320
	Iteration 16Q: 3 clusters Score -4160110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4160137.750000 Penalty: 5145.778320
	Iteration 17Q: 3 clusters Score -4160138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4160174.000000 Penalty: 5145.778320
	Iteration 18Q: 3 clusters Score -4160174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4160195.000000 Penalty: 5145.778320
	Iteration 19Q: 3 clusters Score -4160195 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4160219.750000 Penalty: 5145.778320
	Iteration 20F: 3 clusters Score -4160220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4160258.000000 Penalty: 5145.778320
	Iteration 21Q: 3 clusters Score -4160258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4160281.750000 Penalty: 5145.778320
	Iteration 22Q: 3 clusters Score -4160282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4160306.000000 Penalty: 5145.778320
	Iteration 23Q: 3 clusters Score -4160306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -4160330.250000 Penalty: 5145.778320
	Iteration 24Q: 3 clusters Score -4160330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4160337.500000 Penalty: 5145.778320
	Iteration 25Q: 3 clusters Score -4160338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4160344.500000 Penalty: 5145.778320
	Iteration 26Q: 3 clusters Score -4160344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4160356.500000 Penalty: 5145.778320
	Iteration 27Q: 3 clusters Score -4160356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4160366.250000 Penalty: 5145.778320
	Iteration 28Q: 3 clusters Score -4160366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -4160377.750000 Penalty: 5145.778320
	Iteration 29Q: 3 clusters Score -4160378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4160391.500000 Penalty: 5145.778320
	Iteration 30Q: 3 clusters Score -4160392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -4160390.250000 Penalty: 5145.778320
	Iteration 31Q: 3 clusters Score -4160390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4160398.750000 Penalty: 5145.778320
	Iteration 32Q: 3 clusters Score -4160399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4160415.000000 Penalty: 5145.778320
	Iteration 33Q: 3 clusters Score -4160415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4160419.000000 Penalty: 5145.778320
	Iteration 34Q: 3 clusters Score -4160419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4160428.000000 Penalty: 5145.778320
	Iteration 35Q: 3 clusters Score -4160428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4160449.000000 Penalty: 5145.778320
	Iteration 36Q: 3 clusters Score -4160449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4160455.750000 Penalty: 5145.778320
	Iteration 37Q: 3 clusters Score -4160456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4160465.250000 Penalty: 5145.778320
	Iteration 38Q: 3 clusters Score -4160465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -4160468.500000 Penalty: 5145.778320
	Iteration 39Q: 3 clusters Score -4160468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4160488.500000 Penalty: 5145.778320
	Iteration 40F: 3 clusters Score -4160488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4160491.000000 Penalty: 5145.778320
	Iteration 41Q: 3 clusters Score -4160491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4160490.000000 Penalty: 5145.778320
	Iteration 42Q: 3 clusters Score -4160490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4160493.250000 Penalty: 5145.778320
	Iteration 43Q: 3 clusters Score -4160493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4160502.000000 Penalty: 5145.778320
	Iteration 44Q: 3 clusters Score -4160502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4160501.250000 Penalty: 5145.778320
	Iteration 45Q: 3 clusters Score -4160501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4160505.750000 Penalty: 5145.778320
	Iteration 46Q: 3 clusters Score -4160506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4160514.250000 Penalty: 5145.778320
	Iteration 47Q: 3 clusters Score -4160514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -4160513.000000 Penalty: 5145.778320
	Iteration 48Q: 3 clusters Score -4160513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4160516.000000 Penalty: 5145.778320
	Iteration 49Q: 3 clusters Score -4160516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4160519.750000 Penalty: 5145.778320
	Iteration 50Q: 3 clusters Score -4160520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4160521.750000 Penalty: 5145.778320
	Iteration 51Q: 3 clusters Score -4160522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4160524.750000 Penalty: 5145.778320
	Iteration 52Q: 3 clusters Score -4160525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4160522.750000 Penalty: 5145.778320
	Iteration 53Q: 3 clusters Score -4160523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4160522.750000 Penalty: 5145.778320
	Iteration 54Q: 3 clusters Score -4160523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4160523.750000 Penalty: 5145.778320
	Iteration 55Q: 3 clusters Score -4160524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -4160526.500000 Penalty: 5145.778320
	Iteration 56Q: 3 clusters Score -4160526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4160521.750000 Penalty: 5145.778320
	Iteration 57Q: 3 clusters Score -4160522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4160521.500000 Penalty: 5145.778320
	Iteration 58Q: 3 clusters Score -4160522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4160522.500000 Penalty: 5145.778320
	Iteration 59Q: 3 clusters Score -4160522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4160522.500000 Penalty: 5145.778320
	Iteration 60F: 3 clusters Score -4160522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 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 355 members 
Entering Unmasked Estep 
Score: -75808.437500 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75808.44 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76151.328125 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76151.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76443.234375 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76443.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76807.828125 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -76807.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77009.171875 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -77009.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77164.335938 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -77164.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77239.179688 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -77239.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -77272.875000 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -77272.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -77298.210938 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -77298.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -77306.750000 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -77306.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77308.531250 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -77308.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -77308.531250 Penalty: 3232.764893
	Iteration 11F: 3 clusters Score -77308.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187331 members 
Entering Unmasked Estep 
Score: -24059954.000000 Penalty: 3010.876953
	Iteration 0F: 2 clusters Score -2.405995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -23939138.000000 Penalty: 6021.753906
	Iteration 0F: 3 clusters Score -2.393914e+07 nChanged 89996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -23992102.000000 Penalty: 6021.753906
	Iteration 1F: 3 clusters Score -2.39921e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -23993410.000000 Penalty: 6021.753906
	Iteration 2Q: 3 clusters Score -2.399341e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -23994998.000000 Penalty: 6021.753906
	Iteration 3Q: 3 clusters Score -2.3995e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -23996918.000000 Penalty: 6021.753906
	Iteration 4Q: 3 clusters Score -2.399692e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -23999288.000000 Penalty: 6021.753906
	Iteration 5Q: 3 clusters Score -2.399929e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -24003024.000000 Penalty: 6021.753906
	Iteration 6Q: 3 clusters Score -2.400302e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -24008612.000000 Penalty: 6021.753906
	Iteration 7F: 3 clusters Score -2.400861e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -24017346.000000 Penalty: 6021.753906
	Iteration 8F: 3 clusters Score -2.401735e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124595 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -24028400.000000 Penalty: 6021.753906
	Iteration 9F: 3 clusters Score -2.40284e+07 nChanged 12372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -24038286.000000 Penalty: 6021.753906
	Iteration 10F: 3 clusters Score -2.403829e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136464 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -24043502.000000 Penalty: 6021.753906
	Iteration 11Q: 3 clusters Score -2.40435e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140014 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -24045900.000000 Penalty: 6021.753906
	Iteration 12Q: 3 clusters Score -2.40459e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -24047392.000000 Penalty: 6021.753906
	Iteration 13Q: 3 clusters Score -2.404739e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -24048714.000000 Penalty: 6021.753906
	Iteration 14Q: 3 clusters Score -2.404871e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -24049742.000000 Penalty: 6021.753906
	Iteration 15Q: 3 clusters Score -2.404974e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -24050696.000000 Penalty: 6021.753906
	Iteration 16Q: 3 clusters Score -2.40507e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -24051848.000000 Penalty: 6021.753906
	Iteration 17Q: 3 clusters Score -2.405185e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -24052700.000000 Penalty: 6021.753906
	Iteration 18Q: 3 clusters Score -2.40527e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -24053686.000000 Penalty: 6021.753906
	Iteration 19Q: 3 clusters Score -2.405369e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -24054578.000000 Penalty: 6021.753906
	Iteration 20F: 3 clusters Score -2.405458e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164482 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -24055368.000000 Penalty: 6021.753906
	Iteration 21Q: 3 clusters Score -2.405537e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -24056146.000000 Penalty: 6021.753906
	Iteration 22Q: 3 clusters Score -2.405615e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -24056810.000000 Penalty: 6021.753906
	Iteration 23Q: 3 clusters Score -2.405681e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -24057444.000000 Penalty: 6021.753906
	Iteration 24Q: 3 clusters Score -2.405744e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -24057968.000000 Penalty: 6021.753906
	Iteration 25Q: 3 clusters Score -2.405797e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174550 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -24058536.000000 Penalty: 6021.753906
	Iteration 26Q: 3 clusters Score -2.405854e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176111 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -24058766.000000 Penalty: 6021.753906
	Iteration 27Q: 3 clusters Score -2.405877e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177500 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -24059054.000000 Penalty: 6021.753906
	Iteration 28Q: 3 clusters Score -2.405905e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178642 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -24059198.000000 Penalty: 6021.753906
	Iteration 29Q: 3 clusters Score -2.40592e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179613 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -24059298.000000 Penalty: 6021.753906
	Iteration 30Q: 3 clusters Score -2.40593e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180409 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -24059332.000000 Penalty: 6021.753906
	Iteration 31Q: 3 clusters Score -2.405933e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181136 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -24059310.000000 Penalty: 6021.753906
	Iteration 32Q: 3 clusters Score -2.405931e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181750 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -24059334.000000 Penalty: 6021.753906
	Iteration 33Q: 3 clusters Score -2.405933e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182258 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -24059356.000000 Penalty: 6021.753906
	Iteration 34Q: 3 clusters Score -2.405936e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -24059488.000000 Penalty: 6021.753906
	Iteration 35Q: 3 clusters Score -2.405949e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -24059456.000000 Penalty: 6021.753906
	Iteration 36Q: 3 clusters Score -2.405946e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -24059492.000000 Penalty: 6021.753906
	Iteration 37Q: 3 clusters Score -2.405949e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -24059446.000000 Penalty: 6021.753906
	Iteration 38Q: 3 clusters Score -2.405945e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183801 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -24059366.000000 Penalty: 6021.753906
	Iteration 39Q: 3 clusters Score -2.405937e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183979 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -24059318.000000 Penalty: 6021.753906
	Iteration 40F: 3 clusters Score -2.405932e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184136 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -24059286.000000 Penalty: 6021.753906
	Iteration 41Q: 3 clusters Score -2.405929e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184276 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -24059282.000000 Penalty: 6021.753906
	Iteration 42Q: 3 clusters Score -2.405928e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184387 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -24059246.000000 Penalty: 6021.753906
	Iteration 43Q: 3 clusters Score -2.405925e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184495 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -24059230.000000 Penalty: 6021.753906
	Iteration 44Q: 3 clusters Score -2.405923e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184595 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -24059234.000000 Penalty: 6021.753906
	Iteration 45Q: 3 clusters Score -2.405923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184671 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -24059242.000000 Penalty: 6021.753906
	Iteration 46Q: 3 clusters Score -2.405924e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -24059214.000000 Penalty: 6021.753906
	Iteration 47Q: 3 clusters Score -2.405921e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184787 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -24059190.000000 Penalty: 6021.753906
	Iteration 48Q: 3 clusters Score -2.405919e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184849 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -24059176.000000 Penalty: 6021.753906
	Iteration 49Q: 3 clusters Score -2.405918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184893 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -24059176.000000 Penalty: 6021.753906
	Iteration 50Q: 3 clusters Score -2.405918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184931 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -24059178.000000 Penalty: 6021.753906
	Iteration 51Q: 3 clusters Score -2.405918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184963 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -24059152.000000 Penalty: 6021.753906
	Iteration 52Q: 3 clusters Score -2.405915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184988 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -24059160.000000 Penalty: 6021.753906
	Iteration 53Q: 3 clusters Score -2.405916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185001 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -24059170.000000 Penalty: 6021.753906
	Iteration 54Q: 3 clusters Score -2.405917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -24059158.000000 Penalty: 6021.753906
	Iteration 55Q: 3 clusters Score -2.405916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185021 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -24059144.000000 Penalty: 6021.753906
	Iteration 56Q: 3 clusters Score -2.405914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185027 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -24059154.000000 Penalty: 6021.753906
	Iteration 57Q: 3 clusters Score -2.405915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185035 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24059164.000000 Penalty: 6021.753906
	Iteration 58Q: 3 clusters Score -2.405916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185040 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -24059156.000000 Penalty: 6021.753906
	Iteration 59Q: 3 clusters Score -2.405916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185047 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -24059152.000000 Penalty: 6021.753906
	Iteration 60F: 3 clusters Score -2.405915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185059 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -24059152.000000 Penalty: 6021.753906
	Iteration 61Q: 3 clusters Score -2.405915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -24059158.000000 Penalty: 6021.753906
	Iteration 62Q: 3 clusters Score -2.405916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185077 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -24059162.000000 Penalty: 6021.753906
	Iteration 63Q: 3 clusters Score -2.405916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -24059168.000000 Penalty: 6021.753906
	Iteration 64Q: 3 clusters Score -2.405917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185091 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -24059160.000000 Penalty: 6021.753906
	Iteration 65Q: 3 clusters Score -2.405916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -24059156.000000 Penalty: 6021.753906
	Iteration 66Q: 3 clusters Score -2.405916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185100 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24059152.000000 Penalty: 6021.753906
	Iteration 67Q: 3 clusters Score -2.405915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185108 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -24059152.000000 Penalty: 6021.753906
	Iteration 68Q: 3 clusters Score -2.405915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185115 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24059170.000000 Penalty: 6021.753906
	Iteration 69Q: 3 clusters Score -2.405917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185118 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -24059172.000000 Penalty: 6021.753906
	Iteration 70Q: 3 clusters Score -2.405917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185124 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24059162.000000 Penalty: 6021.753906
	Iteration 71Q: 3 clusters Score -2.405916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185131 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -24059158.000000 Penalty: 6021.753906
	Iteration 72Q: 3 clusters Score -2.405916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185140 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -24059178.000000 Penalty: 6021.753906
	Iteration 73Q: 3 clusters Score -2.405918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185149 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -24059176.000000 Penalty: 6021.753906
	Iteration 74Q: 3 clusters Score -2.405918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185158 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -24059174.000000 Penalty: 6021.753906
	Iteration 75Q: 3 clusters Score -2.405917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -24059182.000000 Penalty: 6021.753906
	Iteration 76Q: 3 clusters Score -2.405918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185165 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -24059192.000000 Penalty: 6021.753906
	Iteration 77Q: 3 clusters Score -2.405919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185171 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -24059192.000000 Penalty: 6021.753906
	Iteration 78Q: 3 clusters Score -2.405919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -24059200.000000 Penalty: 6021.753906
	Iteration 79Q: 3 clusters Score -2.40592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185184 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -24059190.000000 Penalty: 6021.753906
	Iteration 80F: 3 clusters Score -2.405919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185190 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -24059180.000000 Penalty: 6021.753906
	Iteration 81Q: 3 clusters Score -2.405918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185199 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -24059188.000000 Penalty: 6021.753906
	Iteration 82Q: 3 clusters Score -2.405919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185208 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -24059176.000000 Penalty: 6021.753906
	Iteration 83Q: 3 clusters Score -2.405918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185211 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -24059164.000000 Penalty: 6021.753906
	Iteration 84Q: 3 clusters Score -2.405916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -24059180.000000 Penalty: 6021.753906
	Iteration 85Q: 3 clusters Score -2.405918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185217 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -24059182.000000 Penalty: 6021.753906
	Iteration 86Q: 3 clusters Score -2.405918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -24059188.000000 Penalty: 6021.753906
	Iteration 87Q: 3 clusters Score -2.405919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185222 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -24059170.000000 Penalty: 6021.753906
	Iteration 88Q: 3 clusters Score -2.405917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185223 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24059158.000000 Penalty: 6021.753906
	Iteration 89Q: 3 clusters Score -2.405916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185223 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24059158.000000 Penalty: 6021.753906
	Iteration 90F: 3 clusters Score -2.405916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243770 members 
Entering Unmasked Estep 
Score: -31139918.000000 Penalty: 3076.187012
	Iteration 0F: 2 clusters Score -3.113992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122271 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -30992494.000000 Penalty: 6152.374023
	Iteration 0F: 3 clusters Score -3.099249e+07 nChanged 117682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129863 members 
Mstep: Class 2 contains 113907 members 
Entering Unmasked Estep 
Score: -31062162.000000 Penalty: 6152.374023
	Iteration 1F: 3 clusters Score -3.106216e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134529 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -31064554.000000 Penalty: 6152.374023
	Iteration 2Q: 3 clusters Score -3.106455e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -31067924.000000 Penalty: 6152.374023
	Iteration 3Q: 3 clusters Score -3.106792e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -31073950.000000 Penalty: 6152.374023
	Iteration 4Q: 3 clusters Score -3.107395e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -31083884.000000 Penalty: 6152.374023
	Iteration 5F: 3 clusters Score -3.108388e+07 nChanged 18107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184732 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -31097048.000000 Penalty: 6152.374023
	Iteration 6F: 3 clusters Score -3.109705e+07 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201448 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -31109632.000000 Penalty: 6152.374023
	Iteration 7F: 3 clusters Score -3.110963e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213335 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -31118666.000000 Penalty: 6152.374023
	Iteration 8F: 3 clusters Score -3.111867e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220082 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -31123818.000000 Penalty: 6152.374023
	Iteration 9Q: 3 clusters Score -3.112382e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223820 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -31126762.000000 Penalty: 6152.374023
	Iteration 10Q: 3 clusters Score -3.112676e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226143 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -31128572.000000 Penalty: 6152.374023
	Iteration 11Q: 3 clusters Score -3.112857e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227834 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -31129544.000000 Penalty: 6152.374023
	Iteration 12Q: 3 clusters Score -3.112954e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229202 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -31130268.000000 Penalty: 6152.374023
	Iteration 13Q: 3 clusters Score -3.113027e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230378 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -31130858.000000 Penalty: 6152.374023
	Iteration 14Q: 3 clusters Score -3.113086e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231424 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -31131404.000000 Penalty: 6152.374023
	Iteration 15Q: 3 clusters Score -3.11314e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232349 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -31131886.000000 Penalty: 6152.374023
	Iteration 16Q: 3 clusters Score -3.113189e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233244 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -31132372.000000 Penalty: 6152.374023
	Iteration 17Q: 3 clusters Score -3.113237e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233999 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -31132722.000000 Penalty: 6152.374023
	Iteration 18Q: 3 clusters Score -3.113272e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234689 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -31133048.000000 Penalty: 6152.374023
	Iteration 19Q: 3 clusters Score -3.113305e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235343 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -31133358.000000 Penalty: 6152.374023
	Iteration 20F: 3 clusters Score -3.113336e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235897 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -31133688.000000 Penalty: 6152.374023
	Iteration 21Q: 3 clusters Score -3.113369e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236416 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -31134030.000000 Penalty: 6152.374023
	Iteration 22Q: 3 clusters Score -3.113403e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236868 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -31134216.000000 Penalty: 6152.374023
	Iteration 23Q: 3 clusters Score -3.113422e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237280 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -31134470.000000 Penalty: 6152.374023
	Iteration 24Q: 3 clusters Score -3.113447e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237639 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -31134644.000000 Penalty: 6152.374023
	Iteration 25Q: 3 clusters Score -3.113464e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237968 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -31134806.000000 Penalty: 6152.374023
	Iteration 26Q: 3 clusters Score -3.113481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238270 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -31134992.000000 Penalty: 6152.374023
	Iteration 27Q: 3 clusters Score -3.113499e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238549 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -31135056.000000 Penalty: 6152.374023
	Iteration 28Q: 3 clusters Score -3.113506e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238766 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -31135194.000000 Penalty: 6152.374023
	Iteration 29Q: 3 clusters Score -3.113519e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238951 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -31135280.000000 Penalty: 6152.374023
	Iteration 30Q: 3 clusters Score -3.113528e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239107 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -31135328.000000 Penalty: 6152.374023
	Iteration 31Q: 3 clusters Score -3.113533e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239257 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -31135404.000000 Penalty: 6152.374023
	Iteration 32Q: 3 clusters Score -3.11354e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239396 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -31135490.000000 Penalty: 6152.374023
	Iteration 33Q: 3 clusters Score -3.113549e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239520 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -31135574.000000 Penalty: 6152.374023
	Iteration 34Q: 3 clusters Score -3.113557e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239623 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -31135636.000000 Penalty: 6152.374023
	Iteration 35Q: 3 clusters Score -3.113564e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239717 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -31135696.000000 Penalty: 6152.374023
	Iteration 36Q: 3 clusters Score -3.11357e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239810 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -31135712.000000 Penalty: 6152.374023
	Iteration 37Q: 3 clusters Score -3.113571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239891 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -31135788.000000 Penalty: 6152.374023
	Iteration 38Q: 3 clusters Score -3.113579e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239976 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -31135832.000000 Penalty: 6152.374023
	Iteration 39Q: 3 clusters Score -3.113583e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240057 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -31135826.000000 Penalty: 6152.374023
	Iteration 40F: 3 clusters Score -3.113583e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240141 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -31135838.000000 Penalty: 6152.374023
	Iteration 41Q: 3 clusters Score -3.113584e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240225 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -31135930.000000 Penalty: 6152.374023
	Iteration 42Q: 3 clusters Score -3.113593e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240304 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -31135936.000000 Penalty: 6152.374023
	Iteration 43Q: 3 clusters Score -3.113594e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240366 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -31136006.000000 Penalty: 6152.374023
	Iteration 44Q: 3 clusters Score -3.113601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240424 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -31136008.000000 Penalty: 6152.374023
	Iteration 45Q: 3 clusters Score -3.113601e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240465 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -31136018.000000 Penalty: 6152.374023
	Iteration 46Q: 3 clusters Score -3.113602e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240514 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -31136008.000000 Penalty: 6152.374023
	Iteration 47Q: 3 clusters Score -3.113601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240552 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -31136028.000000 Penalty: 6152.374023
	Iteration 48Q: 3 clusters Score -3.113603e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240582 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -31136038.000000 Penalty: 6152.374023
	Iteration 49Q: 3 clusters Score -3.113604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240615 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -31136054.000000 Penalty: 6152.374023
	Iteration 50Q: 3 clusters Score -3.113605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240640 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -31136050.000000 Penalty: 6152.374023
	Iteration 51Q: 3 clusters Score -3.113605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240658 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -31136050.000000 Penalty: 6152.374023
	Iteration 52Q: 3 clusters Score -3.113605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240674 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -31136068.000000 Penalty: 6152.374023
	Iteration 53Q: 3 clusters Score -3.113607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240688 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -31136046.000000 Penalty: 6152.374023
	Iteration 54Q: 3 clusters Score -3.113605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240706 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -31136070.000000 Penalty: 6152.374023
	Iteration 55Q: 3 clusters Score -3.113607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240720 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -31136086.000000 Penalty: 6152.374023
	Iteration 56Q: 3 clusters Score -3.113609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240742 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -31136124.000000 Penalty: 6152.374023
	Iteration 57Q: 3 clusters Score -3.113612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240764 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -31136134.000000 Penalty: 6152.374023
	Iteration 58Q: 3 clusters Score -3.113613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240784 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -31136134.000000 Penalty: 6152.374023
	Iteration 59Q: 3 clusters Score -3.113613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240801 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -31136160.000000 Penalty: 6152.374023
	Iteration 60F: 3 clusters Score -3.113616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240821 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -31136162.000000 Penalty: 6152.374023
	Iteration 61Q: 3 clusters Score -3.113616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240839 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -31136176.000000 Penalty: 6152.374023
	Iteration 62Q: 3 clusters Score -3.113618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240857 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -31136188.000000 Penalty: 6152.374023
	Iteration 63Q: 3 clusters Score -3.113619e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240882 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -31136182.000000 Penalty: 6152.374023
	Iteration 64Q: 3 clusters Score -3.113618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240906 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -31136180.000000 Penalty: 6152.374023
	Iteration 65Q: 3 clusters Score -3.113618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240931 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -31136230.000000 Penalty: 6152.374023
	Iteration 66Q: 3 clusters Score -3.113623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240950 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -31136200.000000 Penalty: 6152.374023
	Iteration 67Q: 3 clusters Score -3.11362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240965 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -31136236.000000 Penalty: 6152.374023
	Iteration 68Q: 3 clusters Score -3.113624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240990 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -31136244.000000 Penalty: 6152.374023
	Iteration 69Q: 3 clusters Score -3.113624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241011 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -31136274.000000 Penalty: 6152.374023
	Iteration 70Q: 3 clusters Score -3.113627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241037 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -31136288.000000 Penalty: 6152.374023
	Iteration 71Q: 3 clusters Score -3.113629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241058 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -31136294.000000 Penalty: 6152.374023
	Iteration 72Q: 3 clusters Score -3.113629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241080 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -31136306.000000 Penalty: 6152.374023
	Iteration 73Q: 3 clusters Score -3.113631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241101 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -31136306.000000 Penalty: 6152.374023
	Iteration 74Q: 3 clusters Score -3.113631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241121 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -31136314.000000 Penalty: 6152.374023
	Iteration 75Q: 3 clusters Score -3.113631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241136 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -31136314.000000 Penalty: 6152.374023
	Iteration 76Q: 3 clusters Score -3.113631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241154 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -31136316.000000 Penalty: 6152.374023
	Iteration 77Q: 3 clusters Score -3.113632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241164 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -31136312.000000 Penalty: 6152.374023
	Iteration 78Q: 3 clusters Score -3.113631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241172 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -31136328.000000 Penalty: 6152.374023
	Iteration 79Q: 3 clusters Score -3.113633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241182 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -31136366.000000 Penalty: 6152.374023
	Iteration 80F: 3 clusters Score -3.113637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241193 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -31136354.000000 Penalty: 6152.374023
	Iteration 81Q: 3 clusters Score -3.113635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241204 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -31136366.000000 Penalty: 6152.374023
	Iteration 82Q: 3 clusters Score -3.113637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241212 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -31136382.000000 Penalty: 6152.374023
	Iteration 83Q: 3 clusters Score -3.113638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241221 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -31136364.000000 Penalty: 6152.374023
	Iteration 84Q: 3 clusters Score -3.113636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241227 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -31136380.000000 Penalty: 6152.374023
	Iteration 85Q: 3 clusters Score -3.113638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241229 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -31136384.000000 Penalty: 6152.374023
	Iteration 86Q: 3 clusters Score -3.113638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241234 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -31136370.000000 Penalty: 6152.374023
	Iteration 87Q: 3 clusters Score -3.113637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241243 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -31136370.000000 Penalty: 6152.374023
	Iteration 88Q: 3 clusters Score -3.113637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241249 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -31136392.000000 Penalty: 6152.374023
	Iteration 89Q: 3 clusters Score -3.113639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241258 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -31136384.000000 Penalty: 6152.374023
	Iteration 90Q: 3 clusters Score -3.113638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241268 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -31136392.000000 Penalty: 6152.374023
	Iteration 91Q: 3 clusters Score -3.113639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241286 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -31136374.000000 Penalty: 6152.374023
	Iteration 92Q: 3 clusters Score -3.113637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241296 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -31136360.000000 Penalty: 6152.374023
	Iteration 93Q: 3 clusters Score -3.113636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241303 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -31136372.000000 Penalty: 6152.374023
	Iteration 94Q: 3 clusters Score -3.113637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241309 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -31136372.000000 Penalty: 6152.374023
	Iteration 95Q: 3 clusters Score -3.113637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241317 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -31136392.000000 Penalty: 6152.374023
	Iteration 96Q: 3 clusters Score -3.113639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241324 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -31136370.000000 Penalty: 6152.374023
	Iteration 97Q: 3 clusters Score -3.113637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241329 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -31136360.000000 Penalty: 6152.374023
	Iteration 98Q: 3 clusters Score -3.113636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241331 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -31136362.000000 Penalty: 6152.374023
	Iteration 99Q: 3 clusters Score -3.113636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241335 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -31136348.000000 Penalty: 6152.374023
	Iteration 100F: 3 clusters Score -3.113635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241344 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -31136360.000000 Penalty: 6152.374023
	Iteration 101Q: 3 clusters Score -3.113636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241350 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -31136362.000000 Penalty: 6152.374023
	Iteration 102Q: 3 clusters Score -3.113636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241359 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -31136380.000000 Penalty: 6152.374023
	Iteration 103Q: 3 clusters Score -3.113638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241372 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -31136400.000000 Penalty: 6152.374023
	Iteration 104Q: 3 clusters Score -3.11364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241382 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -31136394.000000 Penalty: 6152.374023
	Iteration 105Q: 3 clusters Score -3.113639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241400 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -31136426.000000 Penalty: 6152.374023
	Iteration 106Q: 3 clusters Score -3.113643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241407 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -31136418.000000 Penalty: 6152.374023
	Iteration 107Q: 3 clusters Score -3.113642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241411 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -31136400.000000 Penalty: 6152.374023
	Iteration 108Q: 3 clusters Score -3.11364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241414 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -31136400.000000 Penalty: 6152.374023
	Iteration 109Q: 3 clusters Score -3.11364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241417 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -31136400.000000 Penalty: 6152.374023
	Iteration 110Q: 3 clusters Score -3.11364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241424 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -31136402.000000 Penalty: 6152.374023
	Iteration 111Q: 3 clusters Score -3.11364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241431 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -31136392.000000 Penalty: 6152.374023
	Iteration 112Q: 3 clusters Score -3.113639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241435 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -31136390.000000 Penalty: 6152.374023
	Iteration 113Q: 3 clusters Score -3.113639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241438 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -31136392.000000 Penalty: 6152.374023
	Iteration 114Q: 3 clusters Score -3.113639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241445 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -31136416.000000 Penalty: 6152.374023
	Iteration 115Q: 3 clusters Score -3.113642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241447 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -31136412.000000 Penalty: 6152.374023
	Iteration 116Q: 3 clusters Score -3.113641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241448 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -31136398.000000 Penalty: 6152.374023
	Iteration 117Q: 3 clusters Score -3.11364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241448 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -31136398.000000 Penalty: 6152.374023
	Iteration 118F: 3 clusters Score -3.11364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Entering Unmasked Estep 
Score: -21910952.000000 Penalty: 2987.547119
	Iteration 0F: 2 clusters Score -2.191095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -21798184.000000 Penalty: 5975.094238
	Iteration 0F: 3 clusters Score -2.179818e+07 nChanged 81649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -21845128.000000 Penalty: 5975.094238
	Iteration 1F: 3 clusters Score -2.184513e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -21846326.000000 Penalty: 5975.094238
	Iteration 2Q: 3 clusters Score -2.184633e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -21847994.000000 Penalty: 5975.094238
	Iteration 3Q: 3 clusters Score -2.184799e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -21850530.000000 Penalty: 5975.094238
	Iteration 4Q: 3 clusters Score -2.185053e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97788 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -21854120.000000 Penalty: 5975.094238
	Iteration 5Q: 3 clusters Score -2.185412e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -21859520.000000 Penalty: 5975.094238
	Iteration 6Q: 3 clusters Score -2.185952e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 61944 members 
Entering Unmasked Estep 
Score: -21865856.000000 Penalty: 5975.094238
	Iteration 7F: 3 clusters Score -2.186586e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -21872718.000000 Penalty: 5975.094238
	Iteration 8F: 3 clusters Score -2.187272e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120440 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -21879274.000000 Penalty: 5975.094238
	Iteration 9F: 3 clusters Score -2.187927e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -21884552.000000 Penalty: 5975.094238
	Iteration 10F: 3 clusters Score -2.188455e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -21888210.000000 Penalty: 5975.094238
	Iteration 11Q: 3 clusters Score -2.188821e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132116 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -21890834.000000 Penalty: 5975.094238
	Iteration 12Q: 3 clusters Score -2.189083e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -21892700.000000 Penalty: 5975.094238
	Iteration 13Q: 3 clusters Score -2.18927e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137543 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -21894124.000000 Penalty: 5975.094238
	Iteration 14Q: 3 clusters Score -2.189412e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -21895170.000000 Penalty: 5975.094238
	Iteration 15Q: 3 clusters Score -2.189517e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -21896182.000000 Penalty: 5975.094238
	Iteration 16Q: 3 clusters Score -2.189618e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145419 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -21897188.000000 Penalty: 5975.094238
	Iteration 17Q: 3 clusters Score -2.189719e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148114 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -21898312.000000 Penalty: 5975.094238
	Iteration 18Q: 3 clusters Score -2.189831e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150827 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -21899616.000000 Penalty: 5975.094238
	Iteration 19Q: 3 clusters Score -2.189962e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -21900712.000000 Penalty: 5975.094238
	Iteration 20F: 3 clusters Score -2.190071e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -21901766.000000 Penalty: 5975.094238
	Iteration 21Q: 3 clusters Score -2.190177e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -21902768.000000 Penalty: 5975.094238
	Iteration 22Q: 3 clusters Score -2.190277e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -21903676.000000 Penalty: 5975.094238
	Iteration 23Q: 3 clusters Score -2.190368e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161862 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -21904726.000000 Penalty: 5975.094238
	Iteration 24Q: 3 clusters Score -2.190473e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163393 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -21905398.000000 Penalty: 5975.094238
	Iteration 25Q: 3 clusters Score -2.19054e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164707 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -21906136.000000 Penalty: 5975.094238
	Iteration 26Q: 3 clusters Score -2.190614e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165789 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -21906694.000000 Penalty: 5975.094238
	Iteration 27Q: 3 clusters Score -2.190669e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21907148.000000 Penalty: 5975.094238
	Iteration 28Q: 3 clusters Score -2.190715e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -21907434.000000 Penalty: 5975.094238
	Iteration 29Q: 3 clusters Score -2.190743e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167726 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21907640.000000 Penalty: 5975.094238
	Iteration 30Q: 3 clusters Score -2.190764e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -21907794.000000 Penalty: 5975.094238
	Iteration 31Q: 3 clusters Score -2.190779e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168400 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -21907952.000000 Penalty: 5975.094238
	Iteration 32Q: 3 clusters Score -2.190795e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168641 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21908038.000000 Penalty: 5975.094238
	Iteration 33Q: 3 clusters Score -2.190804e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168818 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21908134.000000 Penalty: 5975.094238
	Iteration 34Q: 3 clusters Score -2.190813e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21908182.000000 Penalty: 5975.094238
	Iteration 35Q: 3 clusters Score -2.190818e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21908244.000000 Penalty: 5975.094238
	Iteration 36Q: 3 clusters Score -2.190824e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21908262.000000 Penalty: 5975.094238
	Iteration 37Q: 3 clusters Score -2.190826e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -21908264.000000 Penalty: 5975.094238
	Iteration 38Q: 3 clusters Score -2.190826e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -21908290.000000 Penalty: 5975.094238
	Iteration 39Q: 3 clusters Score -2.190829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -21908322.000000 Penalty: 5975.094238
	Iteration 40F: 3 clusters Score -2.190832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21908328.000000 Penalty: 5975.094238
	Iteration 41Q: 3 clusters Score -2.190833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21908360.000000 Penalty: 5975.094238
	Iteration 42Q: 3 clusters Score -2.190836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21908356.000000 Penalty: 5975.094238
	Iteration 43Q: 3 clusters Score -2.190836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169354 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21908336.000000 Penalty: 5975.094238
	Iteration 44Q: 3 clusters Score -2.190834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -21908364.000000 Penalty: 5975.094238
	Iteration 45Q: 3 clusters Score -2.190836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169381 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21908378.000000 Penalty: 5975.094238
	Iteration 46Q: 3 clusters Score -2.190838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21908382.000000 Penalty: 5975.094238
	Iteration 47Q: 3 clusters Score -2.190838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -21908376.000000 Penalty: 5975.094238
	Iteration 48Q: 3 clusters Score -2.190838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -21908394.000000 Penalty: 5975.094238
	Iteration 49Q: 3 clusters Score -2.190839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169427 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21908388.000000 Penalty: 5975.094238
	Iteration 50Q: 3 clusters Score -2.190839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21908386.000000 Penalty: 5975.094238
	Iteration 51Q: 3 clusters Score -2.190839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -21908388.000000 Penalty: 5975.094238
	Iteration 52Q: 3 clusters Score -2.190839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21908396.000000 Penalty: 5975.094238
	Iteration 53Q: 3 clusters Score -2.19084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21908412.000000 Penalty: 5975.094238
	Iteration 54Q: 3 clusters Score -2.190841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169453 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21908422.000000 Penalty: 5975.094238
	Iteration 55Q: 3 clusters Score -2.190842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21908432.000000 Penalty: 5975.094238
	Iteration 56Q: 3 clusters Score -2.190843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21908428.000000 Penalty: 5975.094238
	Iteration 57Q: 3 clusters Score -2.190843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -21908424.000000 Penalty: 5975.094238
	Iteration 58Q: 3 clusters Score -2.190842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -21908430.000000 Penalty: 5975.094238
	Iteration 59Q: 3 clusters Score -2.190843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21908452.000000 Penalty: 5975.094238
	Iteration 60F: 3 clusters Score -2.190845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169493 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -21908434.000000 Penalty: 5975.094238
	Iteration 61Q: 3 clusters Score -2.190843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21908444.000000 Penalty: 5975.094238
	Iteration 62Q: 3 clusters Score -2.190844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21908454.000000 Penalty: 5975.094238
	Iteration 63Q: 3 clusters Score -2.190845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21908448.000000 Penalty: 5975.094238
	Iteration 64Q: 3 clusters Score -2.190845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21908444.000000 Penalty: 5975.094238
	Iteration 65Q: 3 clusters Score -2.190844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21908472.000000 Penalty: 5975.094238
	Iteration 66Q: 3 clusters Score -2.190847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -21908468.000000 Penalty: 5975.094238
	Iteration 67Q: 3 clusters Score -2.190847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21908464.000000 Penalty: 5975.094238
	Iteration 68Q: 3 clusters Score -2.190846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169535 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21908460.000000 Penalty: 5975.094238
	Iteration 69Q: 3 clusters Score -2.190846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21908456.000000 Penalty: 5975.094238
	Iteration 70Q: 3 clusters Score -2.190846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21908484.000000 Penalty: 5975.094238
	Iteration 71Q: 3 clusters Score -2.190848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21908488.000000 Penalty: 5975.094238
	Iteration 72Q: 3 clusters Score -2.190849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169548 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21908490.000000 Penalty: 5975.094238
	Iteration 73Q: 3 clusters Score -2.190849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21908478.000000 Penalty: 5975.094238
	Iteration 74Q: 3 clusters Score -2.190848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -21908490.000000 Penalty: 5975.094238
	Iteration 75Q: 3 clusters Score -2.190849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169564 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -21908478.000000 Penalty: 5975.094238
	Iteration 76Q: 3 clusters Score -2.190848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -21908492.000000 Penalty: 5975.094238
	Iteration 77Q: 3 clusters Score -2.190849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169571 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -21908496.000000 Penalty: 5975.094238
	Iteration 78Q: 3 clusters Score -2.19085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21908494.000000 Penalty: 5975.094238
	Iteration 79Q: 3 clusters Score -2.190849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21908510.000000 Penalty: 5975.094238
	Iteration 80F: 3 clusters Score -2.190851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21908506.000000 Penalty: 5975.094238
	Iteration 81Q: 3 clusters Score -2.190851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21908504.000000 Penalty: 5975.094238
	Iteration 82Q: 3 clusters Score -2.19085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21908516.000000 Penalty: 5975.094238
	Iteration 83Q: 3 clusters Score -2.190852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21908508.000000 Penalty: 5975.094238
	Iteration 84Q: 3 clusters Score -2.190851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21908514.000000 Penalty: 5975.094238
	Iteration 85Q: 3 clusters Score -2.190851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21908514.000000 Penalty: 5975.094238
	Iteration 86Q: 3 clusters Score -2.190851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -21908514.000000 Penalty: 5975.094238
	Iteration 87F: 3 clusters Score -2.190851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21904 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205809 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55078 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183739 members 
Mstep: Class 16 contains 63412 members 
Mstep: Class 18 contains 32034 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187331 members 
Mstep: Class 22 contains 243770 members 
Mstep: Class 23 contains 170512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684368.000000 Penalty: 65918.976562
Iteration 279Q: 20 clusters Score -1.496844e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21894 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205821 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 55078 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183738 members 
Mstep: Class 16 contains 63408 members 
Mstep: Class 18 contains 32034 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187325 members 
Mstep: Class 22 contains 243775 members 
Mstep: Class 23 contains 170516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684384.000000 Penalty: 65918.976562
Iteration 280F: 20 clusters Score -1.496844e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21881 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205820 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55081 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183745 members 
Mstep: Class 16 contains 63409 members 
Mstep: Class 18 contains 32035 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187326 members 
Mstep: Class 22 contains 243773 members 
Mstep: Class 23 contains 170518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684368.000000 Penalty: 65918.976562
Iteration 281Q: 20 clusters Score -1.496844e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205824 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 55082 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183760 members 
Mstep: Class 16 contains 63405 members 
Mstep: Class 18 contains 32038 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187322 members 
Mstep: Class 22 contains 243767 members 
Mstep: Class 23 contains 170516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684240.000000 Penalty: 65918.976562
Iteration 282Q: 20 clusters Score -1.496842e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21866 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205825 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 55081 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183770 members 
Mstep: Class 16 contains 63402 members 
Mstep: Class 18 contains 32039 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187319 members 
Mstep: Class 22 contains 243766 members 
Mstep: Class 23 contains 170519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684304.000000 Penalty: 65918.976562
Iteration 283Q: 20 clusters Score -1.496843e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21856 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205828 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55082 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183777 members 
Mstep: Class 16 contains 63400 members 
Mstep: Class 18 contains 32039 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187318 members 
Mstep: Class 22 contains 243769 members 
Mstep: Class 23 contains 170519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684368.000000 Penalty: 65918.976562
Iteration 284Q: 20 clusters Score -1.496844e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21846 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205829 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55084 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183779 members 
Mstep: Class 16 contains 63397 members 
Mstep: Class 18 contains 32040 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187327 members 
Mstep: Class 22 contains 243769 members 
Mstep: Class 23 contains 170517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684336.000000 Penalty: 65918.976562
Iteration 285Q: 20 clusters Score -1.496843e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205830 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55085 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183781 members 
Mstep: Class 16 contains 63398 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187326 members 
Mstep: Class 22 contains 243779 members 
Mstep: Class 23 contains 170519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684288.000000 Penalty: 65918.976562
Iteration 286Q: 20 clusters Score -1.496843e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205833 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183784 members 
Mstep: Class 16 contains 63402 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187326 members 
Mstep: Class 22 contains 243777 members 
Mstep: Class 23 contains 170523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684320.000000 Penalty: 65918.976562
Iteration 287Q: 20 clusters Score -1.496843e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21806 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205833 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183783 members 
Mstep: Class 16 contains 63403 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187325 members 
Mstep: Class 22 contains 243781 members 
Mstep: Class 23 contains 170529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 288Q: 20 clusters Score -1.496844e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21793 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205833 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183785 members 
Mstep: Class 16 contains 63399 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187325 members 
Mstep: Class 22 contains 243790 members 
Mstep: Class 23 contains 170536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684304.000000 Penalty: 65918.976562
Iteration 289Q: 20 clusters Score -1.496843e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21787 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205836 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183788 members 
Mstep: Class 16 contains 63392 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187324 members 
Mstep: Class 22 contains 243795 members 
Mstep: Class 23 contains 170538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684256.000000 Penalty: 65918.976562
Iteration 290Q: 20 clusters Score -1.496843e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21770 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205836 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 55085 members 
Mstep: Class 11 contains 5552 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183792 members 
Mstep: Class 16 contains 63389 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187326 members 
Mstep: Class 22 contains 243808 members 
Mstep: Class 23 contains 170541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684352.000000 Penalty: 65918.976562
Iteration 291Q: 20 clusters Score -1.496844e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21758 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205843 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11163 members 
Mstep: Class 10 contains 55084 members 
Mstep: Class 11 contains 5550 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183798 members 
Mstep: Class 16 contains 63388 members 
Mstep: Class 18 contains 32041 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187323 members 
Mstep: Class 22 contains 243813 members 
Mstep: Class 23 contains 170542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684208.000000 Penalty: 65918.976562
Iteration 292Q: 20 clusters Score -1.496842e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21756 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205849 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11164 members 
Mstep: Class 10 contains 55084 members 
Mstep: Class 11 contains 5549 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183801 members 
Mstep: Class 16 contains 63371 members 
Mstep: Class 18 contains 32043 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187324 members 
Mstep: Class 22 contains 243822 members 
Mstep: Class 23 contains 170540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684224.000000 Penalty: 65918.976562
Iteration 293Q: 20 clusters Score -1.496842e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21738 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205852 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11167 members 
Mstep: Class 10 contains 55085 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183804 members 
Mstep: Class 16 contains 63363 members 
Mstep: Class 18 contains 32046 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187329 members 
Mstep: Class 22 contains 243832 members 
Mstep: Class 23 contains 170540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684192.000000 Penalty: 65918.976562
Iteration 294Q: 20 clusters Score -1.496842e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21726 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205848 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 55085 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183810 members 
Mstep: Class 16 contains 63360 members 
Mstep: Class 18 contains 32049 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187326 members 
Mstep: Class 22 contains 243841 members 
Mstep: Class 23 contains 170544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684224.000000 Penalty: 65918.976562
Iteration 295Q: 20 clusters Score -1.496842e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21718 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205842 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 55084 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183817 members 
Mstep: Class 16 contains 63350 members 
Mstep: Class 18 contains 32052 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187329 members 
Mstep: Class 22 contains 243848 members 
Mstep: Class 23 contains 170546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684192.000000 Penalty: 65918.976562
Iteration 296Q: 20 clusters Score -1.496842e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205849 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183824 members 
Mstep: Class 16 contains 63346 members 
Mstep: Class 18 contains 32059 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187327 members 
Mstep: Class 22 contains 243844 members 
Mstep: Class 23 contains 170545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684208.000000 Penalty: 65918.976562
Iteration 297Q: 20 clusters Score -1.496842e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21684 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205848 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183826 members 
Mstep: Class 16 contains 63345 members 
Mstep: Class 18 contains 32062 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187330 members 
Mstep: Class 22 contains 243853 members 
Mstep: Class 23 contains 170548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684240.000000 Penalty: 65918.976562
Iteration 298Q: 20 clusters Score -1.496842e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21667 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205854 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183826 members 
Mstep: Class 16 contains 63345 members 
Mstep: Class 18 contains 32063 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187334 members 
Mstep: Class 22 contains 243855 members 
Mstep: Class 23 contains 170550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684208.000000 Penalty: 65918.976562
Iteration 299Q: 20 clusters Score -1.496842e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21662 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205857 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 55085 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183834 members 
Mstep: Class 16 contains 63341 members 
Mstep: Class 18 contains 32064 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187335 members 
Mstep: Class 22 contains 243850 members 
Mstep: Class 23 contains 170551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684256.000000 Penalty: 65918.976562
Iteration 300F: 20 clusters Score -1.496843e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21650 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205861 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183836 members 
Mstep: Class 16 contains 63336 members 
Mstep: Class 18 contains 32066 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187332 members 
Mstep: Class 22 contains 243857 members 
Mstep: Class 23 contains 170556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684288.000000 Penalty: 65918.976562
Iteration 301Q: 20 clusters Score -1.496843e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 205861 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11181 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183840 members 
Mstep: Class 16 contains 63330 members 
Mstep: Class 18 contains 32068 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187332 members 
Mstep: Class 22 contains 243868 members 
Mstep: Class 23 contains 170558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684160.000000 Penalty: 65918.976562
Iteration 302Q: 20 clusters Score -1.496842e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21615 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 205863 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183840 members 
Mstep: Class 16 contains 63322 members 
Mstep: Class 18 contains 32070 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187337 members 
Mstep: Class 22 contains 243885 members 
Mstep: Class 23 contains 170559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684224.000000 Penalty: 65918.976562
Iteration 303Q: 20 clusters Score -1.496842e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 205866 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11182 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183839 members 
Mstep: Class 16 contains 63319 members 
Mstep: Class 18 contains 32073 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187348 members 
Mstep: Class 22 contains 243892 members 
Mstep: Class 23 contains 170561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684160.000000 Penalty: 65918.976562
Iteration 304Q: 20 clusters Score -1.496842e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21572 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 205867 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11183 members 
Mstep: Class 10 contains 55086 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183838 members 
Mstep: Class 16 contains 63315 members 
Mstep: Class 18 contains 32075 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187361 members 
Mstep: Class 22 contains 243898 members 
Mstep: Class 23 contains 170563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684208.000000 Penalty: 65918.976562
Iteration 305Q: 20 clusters Score -1.496842e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21560 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 205870 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183835 members 
Mstep: Class 16 contains 63306 members 
Mstep: Class 18 contains 32080 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187367 members 
Mstep: Class 22 contains 243897 members 
Mstep: Class 23 contains 170570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684192.000000 Penalty: 65918.976562
Iteration 306Q: 20 clusters Score -1.496842e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21563 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205879 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 55088 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183831 members 
Mstep: Class 16 contains 63294 members 
Mstep: Class 18 contains 32087 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187373 members 
Mstep: Class 22 contains 243876 members 
Mstep: Class 23 contains 170579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684160.000000 Penalty: 65918.976562
Iteration 307Q: 20 clusters Score -1.496842e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21554 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205893 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 55092 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183832 members 
Mstep: Class 16 contains 63290 members 
Mstep: Class 18 contains 32090 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187374 members 
Mstep: Class 22 contains 243858 members 
Mstep: Class 23 contains 170587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684240.000000 Penalty: 65918.976562
Iteration 308Q: 20 clusters Score -1.496842e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21542 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205897 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 55097 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183836 members 
Mstep: Class 16 contains 63284 members 
Mstep: Class 18 contains 32095 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187379 members 
Mstep: Class 22 contains 243850 members 
Mstep: Class 23 contains 170590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684224.000000 Penalty: 65918.976562
Iteration 309Q: 20 clusters Score -1.496842e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21531 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205899 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 55102 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183837 members 
Mstep: Class 16 contains 63280 members 
Mstep: Class 18 contains 32102 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187388 members 
Mstep: Class 22 contains 243838 members 
Mstep: Class 23 contains 170593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684160.000000 Penalty: 65918.976562
Iteration 310Q: 20 clusters Score -1.496842e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21513 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205912 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 55105 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183837 members 
Mstep: Class 16 contains 63281 members 
Mstep: Class 18 contains 32107 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 243832 members 
Mstep: Class 23 contains 170593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684224.000000 Penalty: 65918.976562
Iteration 311Q: 20 clusters Score -1.496842e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21505 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205922 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183839 members 
Mstep: Class 16 contains 63271 members 
Mstep: Class 18 contains 32109 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187389 members 
Mstep: Class 22 contains 243829 members 
Mstep: Class 23 contains 170598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684064.000000 Penalty: 65918.976562
Iteration 312Q: 20 clusters Score -1.496841e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21489 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205922 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 55108 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183843 members 
Mstep: Class 16 contains 63266 members 
Mstep: Class 18 contains 32117 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187389 members 
Mstep: Class 22 contains 243836 members 
Mstep: Class 23 contains 170601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684144.000000 Penalty: 65918.976562
Iteration 313Q: 20 clusters Score -1.496841e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21473 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205927 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 55108 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183849 members 
Mstep: Class 16 contains 63265 members 
Mstep: Class 18 contains 32120 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 243831 members 
Mstep: Class 23 contains 170608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684112.000000 Penalty: 65918.976562
Iteration 314Q: 20 clusters Score -1.496841e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21459 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205928 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 55109 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183858 members 
Mstep: Class 16 contains 63265 members 
Mstep: Class 18 contains 32122 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 22 contains 243824 members 
Mstep: Class 23 contains 170615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684016.000000 Penalty: 65918.976562
Iteration 315Q: 20 clusters Score -1.49684e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21451 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205933 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 55112 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183861 members 
Mstep: Class 16 contains 63258 members 
Mstep: Class 18 contains 32123 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187388 members 
Mstep: Class 22 contains 243821 members 
Mstep: Class 23 contains 170623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684048.000000 Penalty: 65918.976562
Iteration 316Q: 20 clusters Score -1.49684e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21444 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205941 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 55116 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183860 members 
Mstep: Class 16 contains 63248 members 
Mstep: Class 18 contains 32125 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187389 members 
Mstep: Class 22 contains 243813 members 
Mstep: Class 23 contains 170633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683984.000000 Penalty: 65918.976562
Iteration 317Q: 20 clusters Score -1.49684e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21436 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205945 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 10 contains 55118 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183862 members 
Mstep: Class 16 contains 63245 members 
Mstep: Class 18 contains 32126 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187389 members 
Mstep: Class 22 contains 243807 members 
Mstep: Class 23 contains 170640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684016.000000 Penalty: 65918.976562
Iteration 318Q: 20 clusters Score -1.49684e+08 nChanged 73
Entering ConstructFrom: 
Score: -149684016.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73964.015625 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73964.02 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74297.304688 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74297.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -74513.054688 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74513.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74808.656250 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -74808.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75268.578125 Penalty: 3266.741211
	Iteration 4F: 3 clusters Score -75268.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75585.640625 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -75585.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75673.828125 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -75673.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75745.875000 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -75745.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75833.734375 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -75833.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75983.320312 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -75983.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76097.914062 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -76097.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76245.484375 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -76245.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76311.156250 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -76311.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76314.890625 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -76314.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -76314.890625 Penalty: 3266.741211
	Iteration 14F: 3 clusters Score -76314.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205939 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 55118 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 454 members 
Mstep: Class 14 contains 183871 members 
Mstep: Class 16 contains 63242 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 22 contains 243808 members 
Mstep: Class 23 contains 170647 members 
Entering Unmasked Estep 
Score: -149682816.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149684016.000000 to -149682816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (21423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Entering Unmasked Estep 
Score: -2742450.500000 Penalty: 2473.110596
	Iteration 0F: 2 clusters Score -2742450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2727550.000000 Penalty: 4946.221191
	Iteration 0F: 3 clusters Score -2727550 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2732348.750000 Penalty: 4946.221191
	Iteration 1F: 3 clusters Score -2732349 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2732694.750000 Penalty: 4946.221191
	Iteration 2Q: 3 clusters Score -2732695 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2732991.250000 Penalty: 4946.221191
	Iteration 3Q: 3 clusters Score -2732991 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2733205.000000 Penalty: 4946.221191
	Iteration 4Q: 3 clusters Score -2733205 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2733380.250000 Penalty: 4946.221191
	Iteration 5Q: 3 clusters Score -2733380 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2733515.250000 Penalty: 4946.221191
	Iteration 6Q: 3 clusters Score -2733515 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2733634.000000 Penalty: 4946.221191
	Iteration 7Q: 3 clusters Score -2733634 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2733747.500000 Penalty: 4946.221191
	Iteration 8Q: 3 clusters Score -2733748 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2733844.750000 Penalty: 4946.221191
	Iteration 9Q: 3 clusters Score -2733845 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2733947.500000 Penalty: 4946.221191
	Iteration 10Q: 3 clusters Score -2733948 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2734032.750000 Penalty: 4946.221191
	Iteration 11Q: 3 clusters Score -2734033 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2734139.000000 Penalty: 4946.221191
	Iteration 12Q: 3 clusters Score -2734139 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2734254.250000 Penalty: 4946.221191
	Iteration 13Q: 3 clusters Score -2734254 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2734389.000000 Penalty: 4946.221191
	Iteration 14Q: 3 clusters Score -2734389 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2734564.500000 Penalty: 4946.221191
	Iteration 15Q: 3 clusters Score -2734564 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2734819.500000 Penalty: 4946.221191
	Iteration 16Q: 3 clusters Score -2734820 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2735181.000000 Penalty: 4946.221191
	Iteration 17Q: 3 clusters Score -2735181 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2735695.500000 Penalty: 4946.221191
	Iteration 18Q: 3 clusters Score -2735696 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2736335.000000 Penalty: 4946.221191
	Iteration 19Q: 3 clusters Score -2736335 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2737000.750000 Penalty: 4946.221191
	Iteration 20F: 3 clusters Score -2737001 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2737653.500000 Penalty: 4946.221191
	Iteration 21Q: 3 clusters Score -2737654 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2738126.250000 Penalty: 4946.221191
	Iteration 22Q: 3 clusters Score -2738126 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2738433.250000 Penalty: 4946.221191
	Iteration 23Q: 3 clusters Score -2738433 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2738714.500000 Penalty: 4946.221191
	Iteration 24Q: 3 clusters Score -2738714 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2739015.500000 Penalty: 4946.221191
	Iteration 25Q: 3 clusters Score -2739016 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2739306.750000 Penalty: 4946.221191
	Iteration 26Q: 3 clusters Score -2739307 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2739547.250000 Penalty: 4946.221191
	Iteration 27Q: 3 clusters Score -2739547 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2739745.750000 Penalty: 4946.221191
	Iteration 28Q: 3 clusters Score -2739746 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2739896.000000 Penalty: 4946.221191
	Iteration 29Q: 3 clusters Score -2739896 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2739976.250000 Penalty: 4946.221191
	Iteration 30Q: 3 clusters Score -2739976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2740026.000000 Penalty: 4946.221191
	Iteration 31Q: 3 clusters Score -2740026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2740075.000000 Penalty: 4946.221191
	Iteration 32Q: 3 clusters Score -2740075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2740102.250000 Penalty: 4946.221191
	Iteration 33Q: 3 clusters Score -2740102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2740127.750000 Penalty: 4946.221191
	Iteration 34Q: 3 clusters Score -2740128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2740143.250000 Penalty: 4946.221191
	Iteration 35Q: 3 clusters Score -2740143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2740159.750000 Penalty: 4946.221191
	Iteration 36Q: 3 clusters Score -2740160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2740173.500000 Penalty: 4946.221191
	Iteration 37Q: 3 clusters Score -2740174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2740186.750000 Penalty: 4946.221191
	Iteration 38Q: 3 clusters Score -2740187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2740193.500000 Penalty: 4946.221191
	Iteration 39Q: 3 clusters Score -2740194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2740206.000000 Penalty: 4946.221191
	Iteration 40F: 3 clusters Score -2740206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2740205.750000 Penalty: 4946.221191
	Iteration 41Q: 3 clusters Score -2740206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2740208.000000 Penalty: 4946.221191
	Iteration 42Q: 3 clusters Score -2740208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2740204.250000 Penalty: 4946.221191
	Iteration 43Q: 3 clusters Score -2740204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2740214.250000 Penalty: 4946.221191
	Iteration 44Q: 3 clusters Score -2740214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2740221.000000 Penalty: 4946.221191
	Iteration 45Q: 3 clusters Score -2740221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2740220.250000 Penalty: 4946.221191
	Iteration 46Q: 3 clusters Score -2740220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2740222.000000 Penalty: 4946.221191
	Iteration 47Q: 3 clusters Score -2740222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2740229.750000 Penalty: 4946.221191
	Iteration 48Q: 3 clusters Score -2740230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2740239.000000 Penalty: 4946.221191
	Iteration 49Q: 3 clusters Score -2740239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2740247.250000 Penalty: 4946.221191
	Iteration 50Q: 3 clusters Score -2740247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2740256.500000 Penalty: 4946.221191
	Iteration 51Q: 3 clusters Score -2740256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2740262.250000 Penalty: 4946.221191
	Iteration 52Q: 3 clusters Score -2740262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2740266.500000 Penalty: 4946.221191
	Iteration 53Q: 3 clusters Score -2740266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2740256.750000 Penalty: 4946.221191
	Iteration 54Q: 3 clusters Score -2740257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2740258.500000 Penalty: 4946.221191
	Iteration 55Q: 3 clusters Score -2740258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2740255.750000 Penalty: 4946.221191
	Iteration 56Q: 3 clusters Score -2740256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2740259.250000 Penalty: 4946.221191
	Iteration 57Q: 3 clusters Score -2740259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2740265.500000 Penalty: 4946.221191
	Iteration 58Q: 3 clusters Score -2740266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2740263.750000 Penalty: 4946.221191
	Iteration 59Q: 3 clusters Score -2740264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2740264.250000 Penalty: 4946.221191
	Iteration 60F: 3 clusters Score -2740264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28400.128906 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28400.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28548.773438 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28548.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28619.830078 Penalty: 2830.726807
	Iteration 2Q: 3 clusters Score -28619.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28649.218750 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28649.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28668.876953 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28668.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28698.546875 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28698.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28799.236328 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28799.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28827.654297 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -28827.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28847.708984 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -28847.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28867.876953 Penalty: 2830.726807
	Iteration 9Q: 3 clusters Score -28867.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28877.728516 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -28877.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28881.742188 Penalty: 2830.726807
	Iteration 11Q: 3 clusters Score -28881.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28881.742188 Penalty: 2830.726807
	Iteration 12F: 3 clusters Score -28881.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -228886.578125 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -228886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226329.671875 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -226329.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226791.515625 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -226791.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -226929.656250 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -226929.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226999.984375 Penalty: 3751.089844
	Iteration 3Q: 3 clusters Score -227000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227025.140625 Penalty: 3751.089844
	Iteration 4Q: 3 clusters Score -227025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227033.375000 Penalty: 3751.089844
	Iteration 5Q: 3 clusters Score -227033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -227043.296875 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -227043.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227048.562500 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -227048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -227051.375000 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -227051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -227053.796875 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -227053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227056.765625 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -227056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227058.703125 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -227058.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227069.093750 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -227069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -227070.812500 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -227070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -227074.437500 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -227074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227074.765625 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -227074.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227074.765625 Penalty: 3751.089844
	Iteration 16F: 3 clusters Score -227074.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (205939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205939 members 
Entering Unmasked Estep 
Score: -26351860.000000 Penalty: 3034.363281
	Iteration 0F: 2 clusters Score -2.635186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 102875 members 
Entering Unmasked Estep 
Score: -26218178.000000 Penalty: 6068.726562
	Iteration 0F: 3 clusters Score -2.621818e+07 nChanged 99150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 99745 members 
Entering Unmasked Estep 
Score: -26276822.000000 Penalty: 6068.726562
	Iteration 1F: 3 clusters Score -2.627682e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -26279774.000000 Penalty: 6068.726562
	Iteration 2Q: 3 clusters Score -2.627977e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -26284296.000000 Penalty: 6068.726562
	Iteration 3Q: 3 clusters Score -2.62843e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -26291514.000000 Penalty: 6068.726562
	Iteration 4F: 3 clusters Score -2.629151e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -26302556.000000 Penalty: 6068.726562
	Iteration 5F: 3 clusters Score -2.630256e+07 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133682 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -26316342.000000 Penalty: 6068.726562
	Iteration 6F: 3 clusters Score -2.631634e+07 nChanged 14156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140366 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -26328072.000000 Penalty: 6068.726562
	Iteration 7F: 3 clusters Score -2.632807e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144557 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -26333702.000000 Penalty: 6068.726562
	Iteration 8Q: 3 clusters Score -2.63337e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147730 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -26335668.000000 Penalty: 6068.726562
	Iteration 9Q: 3 clusters Score -2.633567e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -26336712.000000 Penalty: 6068.726562
	Iteration 10Q: 3 clusters Score -2.633671e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -26337614.000000 Penalty: 6068.726562
	Iteration 11Q: 3 clusters Score -2.633761e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -26338408.000000 Penalty: 6068.726562
	Iteration 12Q: 3 clusters Score -2.633841e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158571 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -26339516.000000 Penalty: 6068.726562
	Iteration 13Q: 3 clusters Score -2.633952e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -26340282.000000 Penalty: 6068.726562
	Iteration 14Q: 3 clusters Score -2.634028e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -26341124.000000 Penalty: 6068.726562
	Iteration 15Q: 3 clusters Score -2.634112e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -26342002.000000 Penalty: 6068.726562
	Iteration 16Q: 3 clusters Score -2.6342e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -26342906.000000 Penalty: 6068.726562
	Iteration 17Q: 3 clusters Score -2.634291e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -26343574.000000 Penalty: 6068.726562
	Iteration 18Q: 3 clusters Score -2.634357e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174135 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -26344278.000000 Penalty: 6068.726562
	Iteration 19Q: 3 clusters Score -2.634428e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -26345014.000000 Penalty: 6068.726562
	Iteration 20F: 3 clusters Score -2.634501e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179425 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -26345840.000000 Penalty: 6068.726562
	Iteration 21Q: 3 clusters Score -2.634584e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182059 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -26346658.000000 Penalty: 6068.726562
	Iteration 22Q: 3 clusters Score -2.634666e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184501 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -26347300.000000 Penalty: 6068.726562
	Iteration 23Q: 3 clusters Score -2.63473e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186837 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -26347950.000000 Penalty: 6068.726562
	Iteration 24Q: 3 clusters Score -2.634795e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189083 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -26348508.000000 Penalty: 6068.726562
	Iteration 25Q: 3 clusters Score -2.634851e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191149 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -26348810.000000 Penalty: 6068.726562
	Iteration 26Q: 3 clusters Score -2.634881e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192993 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -26349016.000000 Penalty: 6068.726562
	Iteration 27Q: 3 clusters Score -2.634902e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194663 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -26349134.000000 Penalty: 6068.726562
	Iteration 28Q: 3 clusters Score -2.634913e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196170 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -26349344.000000 Penalty: 6068.726562
	Iteration 29Q: 3 clusters Score -2.634934e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197526 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -26349568.000000 Penalty: 6068.726562
	Iteration 30Q: 3 clusters Score -2.634957e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198630 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -26349698.000000 Penalty: 6068.726562
	Iteration 31Q: 3 clusters Score -2.63497e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199572 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -26349784.000000 Penalty: 6068.726562
	Iteration 32Q: 3 clusters Score -2.634978e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200378 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -26349946.000000 Penalty: 6068.726562
	Iteration 33Q: 3 clusters Score -2.634995e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201045 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -26350066.000000 Penalty: 6068.726562
	Iteration 34Q: 3 clusters Score -2.635007e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201595 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -26350078.000000 Penalty: 6068.726562
	Iteration 35Q: 3 clusters Score -2.635008e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202041 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -26350082.000000 Penalty: 6068.726562
	Iteration 36Q: 3 clusters Score -2.635008e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202415 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -26350082.000000 Penalty: 6068.726562
	Iteration 37Q: 3 clusters Score -2.635008e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202714 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -26350038.000000 Penalty: 6068.726562
	Iteration 38Q: 3 clusters Score -2.635004e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202950 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -26350054.000000 Penalty: 6068.726562
	Iteration 39Q: 3 clusters Score -2.635005e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203141 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -26350048.000000 Penalty: 6068.726562
	Iteration 40F: 3 clusters Score -2.635005e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203310 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -26350040.000000 Penalty: 6068.726562
	Iteration 41Q: 3 clusters Score -2.635004e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203453 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -26349950.000000 Penalty: 6068.726562
	Iteration 42Q: 3 clusters Score -2.634995e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203564 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -26349978.000000 Penalty: 6068.726562
	Iteration 43Q: 3 clusters Score -2.634998e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203659 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -26349962.000000 Penalty: 6068.726562
	Iteration 44Q: 3 clusters Score -2.634996e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203719 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -26349974.000000 Penalty: 6068.726562
	Iteration 45Q: 3 clusters Score -2.634997e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203779 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -26350004.000000 Penalty: 6068.726562
	Iteration 46Q: 3 clusters Score -2.635e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203827 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -26350010.000000 Penalty: 6068.726562
	Iteration 47Q: 3 clusters Score -2.635001e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203871 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26350004.000000 Penalty: 6068.726562
	Iteration 48Q: 3 clusters Score -2.635e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203923 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -26350012.000000 Penalty: 6068.726562
	Iteration 49Q: 3 clusters Score -2.635001e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203952 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -26349984.000000 Penalty: 6068.726562
	Iteration 50Q: 3 clusters Score -2.634998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203968 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -26349978.000000 Penalty: 6068.726562
	Iteration 51Q: 3 clusters Score -2.634998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203980 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -26350002.000000 Penalty: 6068.726562
	Iteration 52Q: 3 clusters Score -2.635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204001 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -26349966.000000 Penalty: 6068.726562
	Iteration 53Q: 3 clusters Score -2.634997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204017 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -26349966.000000 Penalty: 6068.726562
	Iteration 54Q: 3 clusters Score -2.634997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204032 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -26349930.000000 Penalty: 6068.726562
	Iteration 55Q: 3 clusters Score -2.634993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204051 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -26349952.000000 Penalty: 6068.726562
	Iteration 56Q: 3 clusters Score -2.634995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204069 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -26349948.000000 Penalty: 6068.726562
	Iteration 57Q: 3 clusters Score -2.634995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204095 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -26349978.000000 Penalty: 6068.726562
	Iteration 58Q: 3 clusters Score -2.634998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204116 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -26349984.000000 Penalty: 6068.726562
	Iteration 59Q: 3 clusters Score -2.634998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204133 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -26349984.000000 Penalty: 6068.726562
	Iteration 60F: 3 clusters Score -2.634998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204154 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -26349970.000000 Penalty: 6068.726562
	Iteration 61Q: 3 clusters Score -2.634997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204176 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -26349980.000000 Penalty: 6068.726562
	Iteration 62Q: 3 clusters Score -2.634998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204195 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -26349992.000000 Penalty: 6068.726562
	Iteration 63Q: 3 clusters Score -2.634999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204216 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -26349976.000000 Penalty: 6068.726562
	Iteration 64Q: 3 clusters Score -2.634998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204228 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -26349964.000000 Penalty: 6068.726562
	Iteration 65Q: 3 clusters Score -2.634996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204234 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -26349956.000000 Penalty: 6068.726562
	Iteration 66Q: 3 clusters Score -2.634996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204245 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -26349946.000000 Penalty: 6068.726562
	Iteration 67Q: 3 clusters Score -2.634995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204252 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -26349948.000000 Penalty: 6068.726562
	Iteration 68Q: 3 clusters Score -2.634995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204260 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -26349972.000000 Penalty: 6068.726562
	Iteration 69Q: 3 clusters Score -2.634997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -26349938.000000 Penalty: 6068.726562
	Iteration 70Q: 3 clusters Score -2.634994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204271 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -26349944.000000 Penalty: 6068.726562
	Iteration 71Q: 3 clusters Score -2.634994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204276 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -26349960.000000 Penalty: 6068.726562
	Iteration 72Q: 3 clusters Score -2.634996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204285 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -26349962.000000 Penalty: 6068.726562
	Iteration 73Q: 3 clusters Score -2.634996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204292 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -26349970.000000 Penalty: 6068.726562
	Iteration 74Q: 3 clusters Score -2.634997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204297 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -26349956.000000 Penalty: 6068.726562
	Iteration 75Q: 3 clusters Score -2.634996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204299 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -26349948.000000 Penalty: 6068.726562
	Iteration 76Q: 3 clusters Score -2.634995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204303 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -26349964.000000 Penalty: 6068.726562
	Iteration 77Q: 3 clusters Score -2.634996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204308 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26349938.000000 Penalty: 6068.726562
	Iteration 78Q: 3 clusters Score -2.634994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204315 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -26349940.000000 Penalty: 6068.726562
	Iteration 79Q: 3 clusters Score -2.634994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204325 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -26349960.000000 Penalty: 6068.726562
	Iteration 80F: 3 clusters Score -2.634996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204339 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -26349954.000000 Penalty: 6068.726562
	Iteration 81Q: 3 clusters Score -2.634995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204349 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -26349972.000000 Penalty: 6068.726562
	Iteration 82Q: 3 clusters Score -2.634997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204354 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -26349970.000000 Penalty: 6068.726562
	Iteration 83Q: 3 clusters Score -2.634997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204359 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -26349988.000000 Penalty: 6068.726562
	Iteration 84Q: 3 clusters Score -2.634999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204363 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -26349976.000000 Penalty: 6068.726562
	Iteration 85Q: 3 clusters Score -2.634998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204368 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -26349968.000000 Penalty: 6068.726562
	Iteration 86Q: 3 clusters Score -2.634997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204372 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -26349976.000000 Penalty: 6068.726562
	Iteration 87Q: 3 clusters Score -2.634998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204374 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -26349982.000000 Penalty: 6068.726562
	Iteration 88Q: 3 clusters Score -2.634998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -26349984.000000 Penalty: 6068.726562
	Iteration 89Q: 3 clusters Score -2.634998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -26349984.000000 Penalty: 6068.726562
	Iteration 90F: 3 clusters Score -2.634998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -58802.683594 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58802.68 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59582.058594 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59582.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60134.445312 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -60134.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60399.800781 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -60399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60768.605469 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -60768.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60813.390625 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -60813.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60824.437500 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -60824.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60824.437500 Penalty: 3153.489746
	Iteration 7F: 3 clusters Score -60824.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205939 members 
Mstep: Class 6 contains 147 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 55118 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 183871 members 
Mstep: Class 16 contains 63242 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 22 contains 243808 members 
Mstep: Class 23 contains 170647 members 
Entering Unmasked Estep 
Score: -149682816.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149684016.000000 to -149682816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61702.949219 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61702.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62015.914062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -62015.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62226.117188 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -62226.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62372.355469 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -62372.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62521.660156 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -62521.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62615.449219 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62615.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62708.449219 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62708.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62770.449219 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62770.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62819.613281 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62819.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62875.460938 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62875.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62968.597656 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62999.398438 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -62999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63022.820312 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -63022.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63032.472656 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -63032.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63036.136719 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -63036.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63049.285156 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -63049.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63061.046875 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -63061.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63077.996094 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -63078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63088.554688 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -63088.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63123.039062 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -63123.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63154.707031 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -63154.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63212.945312 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -63212.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63270.574219 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -63270.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63292.738281 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -63292.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63308.906250 Penalty: 3152.629395
	Iteration 24Q: 3 clusters Score -63308.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63315.597656 Penalty: 3152.629395
	Iteration 25Q: 3 clusters Score -63315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63320.804688 Penalty: 3152.629395
	Iteration 26Q: 3 clusters Score -63320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63320.804688 Penalty: 3152.629395
	Iteration 27F: 3 clusters Score -63320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205939 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 55118 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 183871 members 
Mstep: Class 16 contains 63242 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 22 contains 243808 members 
Mstep: Class 23 contains 170647 members 
Entering Unmasked Estep 
Score: -149682336.000000 Penalty: 69388.398438
Splitting cluster 7 changes total score from -149684016.000000 to -149682336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38857.042969 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38857.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39027.210938 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39027.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39067.796875 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39080.281250 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39080.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39089.406250 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39089.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39094.972656 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39094.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39101.925781 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39101.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39110.230469 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39110.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39123.238281 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -39123.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39125.574219 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -39125.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39129.667969 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -39129.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39135.871094 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -39135.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39135.871094 Penalty: 2942.393555
	Iteration 12F: 3 clusters Score -39135.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -1455172.250000 Penalty: 2312.026123
	Iteration 0F: 2 clusters Score -1455172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1446715.625000 Penalty: 4624.052246
	Iteration 0F: 3 clusters Score -1446716 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1449254.750000 Penalty: 4624.052246
	Iteration 1F: 3 clusters Score -1449255 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1449644.375000 Penalty: 4624.052246
	Iteration 2F: 3 clusters Score -1449644 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1449929.250000 Penalty: 4624.052246
	Iteration 3F: 3 clusters Score -1449929 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1450182.250000 Penalty: 4624.052246
	Iteration 4Q: 3 clusters Score -1450182 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1450391.750000 Penalty: 4624.052246
	Iteration 5Q: 3 clusters Score -1450392 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1450627.500000 Penalty: 4624.052246
	Iteration 6Q: 3 clusters Score -1450628 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1450911.875000 Penalty: 4624.052246
	Iteration 7Q: 3 clusters Score -1450912 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1451231.500000 Penalty: 4624.052246
	Iteration 8Q: 3 clusters Score -1451232 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1451515.875000 Penalty: 4624.052246
	Iteration 9Q: 3 clusters Score -1451516 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1451800.375000 Penalty: 4624.052246
	Iteration 10Q: 3 clusters Score -1451800 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1452066.125000 Penalty: 4624.052246
	Iteration 11Q: 3 clusters Score -1452066 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1452305.875000 Penalty: 4624.052246
	Iteration 12Q: 3 clusters Score -1452306 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1452460.375000 Penalty: 4624.052246
	Iteration 13Q: 3 clusters Score -1452460 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1452545.875000 Penalty: 4624.052246
	Iteration 14Q: 3 clusters Score -1452546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1452591.750000 Penalty: 4624.052246
	Iteration 15Q: 3 clusters Score -1452592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1452626.875000 Penalty: 4624.052246
	Iteration 16Q: 3 clusters Score -1452627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1452650.125000 Penalty: 4624.052246
	Iteration 17Q: 3 clusters Score -1452650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1452660.625000 Penalty: 4624.052246
	Iteration 18Q: 3 clusters Score -1452661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1452669.875000 Penalty: 4624.052246
	Iteration 19Q: 3 clusters Score -1452670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1452674.125000 Penalty: 4624.052246
	Iteration 20F: 3 clusters Score -1452674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1452678.625000 Penalty: 4624.052246
	Iteration 21Q: 3 clusters Score -1452679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1452682.250000 Penalty: 4624.052246
	Iteration 22Q: 3 clusters Score -1452682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1452689.250000 Penalty: 4624.052246
	Iteration 23Q: 3 clusters Score -1452689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1452695.875000 Penalty: 4624.052246
	Iteration 24Q: 3 clusters Score -1452696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1452698.375000 Penalty: 4624.052246
	Iteration 25Q: 3 clusters Score -1452698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1452699.250000 Penalty: 4624.052246
	Iteration 26Q: 3 clusters Score -1452699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1452706.250000 Penalty: 4624.052246
	Iteration 27Q: 3 clusters Score -1452706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1452704.000000 Penalty: 4624.052246
	Iteration 28Q: 3 clusters Score -1452704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1452704.250000 Penalty: 4624.052246
	Iteration 29Q: 3 clusters Score -1452704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1452706.125000 Penalty: 4624.052246
	Iteration 30Q: 3 clusters Score -1452706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1452705.875000 Penalty: 4624.052246
	Iteration 31Q: 3 clusters Score -1452706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1452704.750000 Penalty: 4624.052246
	Iteration 32Q: 3 clusters Score -1452705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1452705.375000 Penalty: 4624.052246
	Iteration 33Q: 3 clusters Score -1452705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1452710.875000 Penalty: 4624.052246
	Iteration 34Q: 3 clusters Score -1452711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1452715.000000 Penalty: 4624.052246
	Iteration 35Q: 3 clusters Score -1452715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1452711.500000 Penalty: 4624.052246
	Iteration 36Q: 3 clusters Score -1452712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1452712.625000 Penalty: 4624.052246
	Iteration 37Q: 3 clusters Score -1452713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1452711.125000 Penalty: 4624.052246
	Iteration 38Q: 3 clusters Score -1452711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1452710.625000 Penalty: 4624.052246
	Iteration 39Q: 3 clusters Score -1452711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1452710.625000 Penalty: 4624.052246
	Iteration 40F: 3 clusters Score -1452711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1452712.750000 Penalty: 4624.052246
	Iteration 41Q: 3 clusters Score -1452713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1452714.000000 Penalty: 4624.052246
	Iteration 42Q: 3 clusters Score -1452714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1452714.000000 Penalty: 4624.052246
	Iteration 43F: 3 clusters Score -1452714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Entering Unmasked Estep 
Score: -7089135.000000 Penalty: 2707.473389
	Iteration 0F: 2 clusters Score -7089135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -7052023.000000 Penalty: 5414.946777
	Iteration 0F: 3 clusters Score -7052023 nChanged 25463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -7066244.000000 Penalty: 5414.946777
	Iteration 1F: 3 clusters Score -7066244 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -7066788.500000 Penalty: 5414.946777
	Iteration 2Q: 3 clusters Score -7066788 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -7067348.000000 Penalty: 5414.946777
	Iteration 3Q: 3 clusters Score -7067348 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -7068057.000000 Penalty: 5414.946777
	Iteration 4Q: 3 clusters Score -7068057 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -7069058.000000 Penalty: 5414.946777
	Iteration 5Q: 3 clusters Score -7069058 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -7070605.500000 Penalty: 5414.946777
	Iteration 6F: 3 clusters Score -7070606 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -7073182.500000 Penalty: 5414.946777
	Iteration 7F: 3 clusters Score -7073182 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -7077045.500000 Penalty: 5414.946777
	Iteration 8F: 3 clusters Score -7077046 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7081185.500000 Penalty: 5414.946777
	Iteration 9F: 3 clusters Score -7081186 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7084426.500000 Penalty: 5414.946777
	Iteration 10F: 3 clusters Score -7084426 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7085878.500000 Penalty: 5414.946777
	Iteration 11Q: 3 clusters Score -7085878 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7086393.000000 Penalty: 5414.946777
	Iteration 12Q: 3 clusters Score -7086393 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7086554.500000 Penalty: 5414.946777
	Iteration 13Q: 3 clusters Score -7086554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7086621.000000 Penalty: 5414.946777
	Iteration 14Q: 3 clusters Score -7086621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7086674.000000 Penalty: 5414.946777
	Iteration 15Q: 3 clusters Score -7086674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7086696.000000 Penalty: 5414.946777
	Iteration 16Q: 3 clusters Score -7086696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7086706.000000 Penalty: 5414.946777
	Iteration 17Q: 3 clusters Score -7086706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7086717.500000 Penalty: 5414.946777
	Iteration 18Q: 3 clusters Score -7086718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -7086718.500000 Penalty: 5414.946777
	Iteration 19Q: 3 clusters Score -7086718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7086723.500000 Penalty: 5414.946777
	Iteration 20F: 3 clusters Score -7086724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -677717.062500 Penalty: 2137.787354
	Iteration 0F: 2 clusters Score -677717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -672833.250000 Penalty: 4275.574707
	Iteration 0F: 3 clusters Score -672833.2 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -674021.937500 Penalty: 4275.574707
	Iteration 1F: 3 clusters Score -674021.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -674242.687500 Penalty: 4275.574707
	Iteration 2F: 3 clusters Score -674242.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -674413.375000 Penalty: 4275.574707
	Iteration 3F: 3 clusters Score -674413.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -674553.562500 Penalty: 4275.574707
	Iteration 4Q: 3 clusters Score -674553.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674709.437500 Penalty: 4275.574707
	Iteration 5Q: 3 clusters Score -674709.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -674913.687500 Penalty: 4275.574707
	Iteration 6Q: 3 clusters Score -674913.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -675127.437500 Penalty: 4275.574707
	Iteration 7F: 3 clusters Score -675127.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -675329.250000 Penalty: 4275.574707
	Iteration 8F: 3 clusters Score -675329.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -675509.437500 Penalty: 4275.574707
	Iteration 9Q: 3 clusters Score -675509.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -675682.062500 Penalty: 4275.574707
	Iteration 10Q: 3 clusters Score -675682.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -675835.125000 Penalty: 4275.574707
	Iteration 11Q: 3 clusters Score -675835.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -675945.687500 Penalty: 4275.574707
	Iteration 12Q: 3 clusters Score -675945.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -676027.937500 Penalty: 4275.574707
	Iteration 13Q: 3 clusters Score -676027.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -676103.562500 Penalty: 4275.574707
	Iteration 14Q: 3 clusters Score -676103.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -676160.500000 Penalty: 4275.574707
	Iteration 15Q: 3 clusters Score -676160.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -676194.187500 Penalty: 4275.574707
	Iteration 16Q: 3 clusters Score -676194.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -676222.937500 Penalty: 4275.574707
	Iteration 17Q: 3 clusters Score -676222.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -676244.062500 Penalty: 4275.574707
	Iteration 18Q: 3 clusters Score -676244.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -676256.250000 Penalty: 4275.574707
	Iteration 19Q: 3 clusters Score -676256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -676262.312500 Penalty: 4275.574707
	Iteration 20F: 3 clusters Score -676262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -676269.437500 Penalty: 4275.574707
	Iteration 21Q: 3 clusters Score -676269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -676276.875000 Penalty: 4275.574707
	Iteration 22Q: 3 clusters Score -676276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -676279.937500 Penalty: 4275.574707
	Iteration 23Q: 3 clusters Score -676279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -676283.812500 Penalty: 4275.574707
	Iteration 24Q: 3 clusters Score -676283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -676284.000000 Penalty: 4275.574707
	Iteration 25Q: 3 clusters Score -676284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -676287.312500 Penalty: 4275.574707
	Iteration 26Q: 3 clusters Score -676287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -676290.750000 Penalty: 4275.574707
	Iteration 27Q: 3 clusters Score -676290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -676291.875000 Penalty: 4275.574707
	Iteration 28Q: 3 clusters Score -676291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -676294.625000 Penalty: 4275.574707
	Iteration 29Q: 3 clusters Score -676294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -676296.437500 Penalty: 4275.574707
	Iteration 30Q: 3 clusters Score -676296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -676297.937500 Penalty: 4275.574707
	Iteration 31Q: 3 clusters Score -676297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -676300.625000 Penalty: 4275.574707
	Iteration 32Q: 3 clusters Score -676300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -676300.750000 Penalty: 4275.574707
	Iteration 33Q: 3 clusters Score -676300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -676302.062500 Penalty: 4275.574707
	Iteration 34Q: 3 clusters Score -676302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -676304.687500 Penalty: 4275.574707
	Iteration 35Q: 3 clusters Score -676304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -676304.687500 Penalty: 4275.574707
	Iteration 36F: 3 clusters Score -676304.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -540218.687500 Penalty: 2076.182861
	Iteration 0F: 2 clusters Score -540218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -536110.187500 Penalty: 4152.365723
	Iteration 0F: 3 clusters Score -536110.2 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -536980.125000 Penalty: 4152.365723
	Iteration 1F: 3 clusters Score -536980.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -537159.875000 Penalty: 4152.365723
	Iteration 2F: 3 clusters Score -537159.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -537264.750000 Penalty: 4152.365723
	Iteration 3Q: 3 clusters Score -537264.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -537337.437500 Penalty: 4152.365723
	Iteration 4Q: 3 clusters Score -537337.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -537400.937500 Penalty: 4152.365723
	Iteration 5Q: 3 clusters Score -537400.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -537462.250000 Penalty: 4152.365723
	Iteration 6Q: 3 clusters Score -537462.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -537509.937500 Penalty: 4152.365723
	Iteration 7Q: 3 clusters Score -537509.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -537551.562500 Penalty: 4152.365723
	Iteration 8Q: 3 clusters Score -537551.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -537589.500000 Penalty: 4152.365723
	Iteration 9Q: 3 clusters Score -537589.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -537621.312500 Penalty: 4152.365723
	Iteration 10Q: 3 clusters Score -537621.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -537649.750000 Penalty: 4152.365723
	Iteration 11Q: 3 clusters Score -537649.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -537681.750000 Penalty: 4152.365723
	Iteration 12Q: 3 clusters Score -537681.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -537730.187500 Penalty: 4152.365723
	Iteration 13Q: 3 clusters Score -537730.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -537785.375000 Penalty: 4152.365723
	Iteration 14Q: 3 clusters Score -537785.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -537842.625000 Penalty: 4152.365723
	Iteration 15Q: 3 clusters Score -537842.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -537909.937500 Penalty: 4152.365723
	Iteration 16Q: 3 clusters Score -537909.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -538015.437500 Penalty: 4152.365723
	Iteration 17Q: 3 clusters Score -538015.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -538150.812500 Penalty: 4152.365723
	Iteration 18Q: 3 clusters Score -538150.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -538329.500000 Penalty: 4152.365723
	Iteration 19Q: 3 clusters Score -538329.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -538550.625000 Penalty: 4152.365723
	Iteration 20F: 3 clusters Score -538550.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -538763.625000 Penalty: 4152.365723
	Iteration 21Q: 3 clusters Score -538763.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -539005.625000 Penalty: 4152.365723
	Iteration 22Q: 3 clusters Score -539005.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -539257.375000 Penalty: 4152.365723
	Iteration 23Q: 3 clusters Score -539257.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -539557.375000 Penalty: 4152.365723
	Iteration 24Q: 3 clusters Score -539557.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -539748.562500 Penalty: 4152.365723
	Iteration 25Q: 3 clusters Score -539748.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -539813.187500 Penalty: 4152.365723
	Iteration 26Q: 3 clusters Score -539813.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -539835.000000 Penalty: 4152.365723
	Iteration 27Q: 3 clusters Score -539835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -539846.875000 Penalty: 4152.365723
	Iteration 28Q: 3 clusters Score -539846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -539852.062500 Penalty: 4152.365723
	Iteration 29Q: 3 clusters Score -539852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -539854.375000 Penalty: 4152.365723
	Iteration 30Q: 3 clusters Score -539854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -539856.812500 Penalty: 4152.365723
	Iteration 31Q: 3 clusters Score -539856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -539858.312500 Penalty: 4152.365723
	Iteration 32Q: 3 clusters Score -539858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -539857.937500 Penalty: 4152.365723
	Iteration 33Q: 3 clusters Score -539857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -539857.937500 Penalty: 4152.365723
	Iteration 34F: 3 clusters Score -539857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183871 members 
Entering Unmasked Estep 
Score: -23592074.000000 Penalty: 3006.253418
	Iteration 0F: 2 clusters Score -2.359207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -23472114.000000 Penalty: 6012.506836
	Iteration 0F: 3 clusters Score -2.347211e+07 nChanged 88302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -23523954.000000 Penalty: 6012.506836
	Iteration 1F: 3 clusters Score -2.352395e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -23524926.000000 Penalty: 6012.506836
	Iteration 2Q: 3 clusters Score -2.352493e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -23526584.000000 Penalty: 6012.506836
	Iteration 3Q: 3 clusters Score -2.352658e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111950 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -23529860.000000 Penalty: 6012.506836
	Iteration 4Q: 3 clusters Score -2.352986e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -23536332.000000 Penalty: 6012.506836
	Iteration 5F: 3 clusters Score -2.353633e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136654 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -23547764.000000 Penalty: 6012.506836
	Iteration 6F: 3 clusters Score -2.354776e+07 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153232 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -23563912.000000 Penalty: 6012.506836
	Iteration 7F: 3 clusters Score -2.356391e+07 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -23578326.000000 Penalty: 6012.506836
	Iteration 8F: 3 clusters Score -2.357833e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175858 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -23585872.000000 Penalty: 6012.506836
	Iteration 9Q: 3 clusters Score -2.358587e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179394 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -23588816.000000 Penalty: 6012.506836
	Iteration 10Q: 3 clusters Score -2.358882e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -23589848.000000 Penalty: 6012.506836
	Iteration 11Q: 3 clusters Score -2.358985e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -23590214.000000 Penalty: 6012.506836
	Iteration 12Q: 3 clusters Score -2.359021e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181473 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23590366.000000 Penalty: 6012.506836
	Iteration 13Q: 3 clusters Score -2.359037e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181623 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -23590484.000000 Penalty: 6012.506836
	Iteration 14Q: 3 clusters Score -2.359048e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181724 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23590560.000000 Penalty: 6012.506836
	Iteration 15Q: 3 clusters Score -2.359056e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -23590586.000000 Penalty: 6012.506836
	Iteration 16Q: 3 clusters Score -2.359059e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181841 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -23590576.000000 Penalty: 6012.506836
	Iteration 17Q: 3 clusters Score -2.359058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181874 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -23590568.000000 Penalty: 6012.506836
	Iteration 18Q: 3 clusters Score -2.359057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23590564.000000 Penalty: 6012.506836
	Iteration 19Q: 3 clusters Score -2.359056e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181917 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -23590606.000000 Penalty: 6012.506836
	Iteration 20F: 3 clusters Score -2.359061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181937 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23590582.000000 Penalty: 6012.506836
	Iteration 21Q: 3 clusters Score -2.359058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -23590584.000000 Penalty: 6012.506836
	Iteration 22Q: 3 clusters Score -2.359058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23590606.000000 Penalty: 6012.506836
	Iteration 23Q: 3 clusters Score -2.359061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181988 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23590626.000000 Penalty: 6012.506836
	Iteration 24Q: 3 clusters Score -2.359063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181992 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 6012.506836
	Iteration 25Q: 3 clusters Score -2.359062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181996 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -23590618.000000 Penalty: 6012.506836
	Iteration 26Q: 3 clusters Score -2.359062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182001 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -23590624.000000 Penalty: 6012.506836
	Iteration 27Q: 3 clusters Score -2.359062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182008 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23590640.000000 Penalty: 6012.506836
	Iteration 28Q: 3 clusters Score -2.359064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -23590612.000000 Penalty: 6012.506836
	Iteration 29Q: 3 clusters Score -2.359061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182018 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -23590618.000000 Penalty: 6012.506836
	Iteration 30Q: 3 clusters Score -2.359062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182027 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23590624.000000 Penalty: 6012.506836
	Iteration 31Q: 3 clusters Score -2.359062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182033 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23590626.000000 Penalty: 6012.506836
	Iteration 32Q: 3 clusters Score -2.359063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182033 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -23590640.000000 Penalty: 6012.506836
	Iteration 33Q: 3 clusters Score -2.359064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -23590630.000000 Penalty: 6012.506836
	Iteration 34Q: 3 clusters Score -2.359063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23590646.000000 Penalty: 6012.506836
	Iteration 35Q: 3 clusters Score -2.359065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -23590636.000000 Penalty: 6012.506836
	Iteration 36Q: 3 clusters Score -2.359064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182044 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23590638.000000 Penalty: 6012.506836
	Iteration 37Q: 3 clusters Score -2.359064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182047 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23590624.000000 Penalty: 6012.506836
	Iteration 38Q: 3 clusters Score -2.359062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182049 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23590632.000000 Penalty: 6012.506836
	Iteration 39Q: 3 clusters Score -2.359063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182047 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23590636.000000 Penalty: 6012.506836
	Iteration 40F: 3 clusters Score -2.359064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182049 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23590646.000000 Penalty: 6012.506836
	Iteration 41Q: 3 clusters Score -2.359065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182051 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23590632.000000 Penalty: 6012.506836
	Iteration 42Q: 3 clusters Score -2.359063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23590630.000000 Penalty: 6012.506836
	Iteration 43Q: 3 clusters Score -2.359063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182062 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23590632.000000 Penalty: 6012.506836
	Iteration 44Q: 3 clusters Score -2.359063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182065 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23590614.000000 Penalty: 6012.506836
	Iteration 45Q: 3 clusters Score -2.359061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182067 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23590620.000000 Penalty: 6012.506836
	Iteration 46Q: 3 clusters Score -2.359062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23590618.000000 Penalty: 6012.506836
	Iteration 47Q: 3 clusters Score -2.359062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23590618.000000 Penalty: 6012.506836
	Iteration 48Q: 3 clusters Score -2.359062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182071 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 6012.506836
	Iteration 49Q: 3 clusters Score -2.359062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182072 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 6012.506836
	Iteration 50Q: 3 clusters Score -2.359062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182071 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 6012.506836
	Iteration 51Q: 3 clusters Score -2.359062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182070 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23590614.000000 Penalty: 6012.506836
	Iteration 52Q: 3 clusters Score -2.359061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23590616.000000 Penalty: 6012.506836
	Iteration 53Q: 3 clusters Score -2.359062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182067 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23590614.000000 Penalty: 6012.506836
	Iteration 54Q: 3 clusters Score -2.359061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182067 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23590612.000000 Penalty: 6012.506836
	Iteration 55Q: 3 clusters Score -2.359061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23590614.000000 Penalty: 6012.506836
	Iteration 56Q: 3 clusters Score -2.359061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23590630.000000 Penalty: 6012.506836
	Iteration 57Q: 3 clusters Score -2.359063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -23590630.000000 Penalty: 6012.506836
	Iteration 58F: 3 clusters Score -2.359063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Entering Unmasked Estep 
Score: -7887470.000000 Penalty: 2741.571533
	Iteration 0F: 2 clusters Score -7887470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -7844966.500000 Penalty: 5483.143066
	Iteration 0F: 3 clusters Score -7844966 nChanged 29493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7861299.500000 Penalty: 5483.143066
	Iteration 1F: 3 clusters Score -7861300 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -7861868.500000 Penalty: 5483.143066
	Iteration 2Q: 3 clusters Score -7861868 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7862465.500000 Penalty: 5483.143066
	Iteration 3Q: 3 clusters Score -7862466 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -7863320.500000 Penalty: 5483.143066
	Iteration 4Q: 3 clusters Score -7863320 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -7864743.000000 Penalty: 5483.143066
	Iteration 5Q: 3 clusters Score -7864743 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -7867160.500000 Penalty: 5483.143066
	Iteration 6F: 3 clusters Score -7867160 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -7871105.500000 Penalty: 5483.143066
	Iteration 7F: 3 clusters Score -7871106 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -7876413.000000 Penalty: 5483.143066
	Iteration 8F: 3 clusters Score -7876413 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -7881156.000000 Penalty: 5483.143066
	Iteration 9F: 3 clusters Score -7881156 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -7883764.500000 Penalty: 5483.143066
	Iteration 10Q: 3 clusters Score -7883764 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -7884643.500000 Penalty: 5483.143066
	Iteration 11Q: 3 clusters Score -7884644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -7884878.000000 Penalty: 5483.143066
	Iteration 12Q: 3 clusters Score -7884878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -7884986.000000 Penalty: 5483.143066
	Iteration 13Q: 3 clusters Score -7884986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -7885005.500000 Penalty: 5483.143066
	Iteration 14Q: 3 clusters Score -7885006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -7885019.500000 Penalty: 5483.143066
	Iteration 15Q: 3 clusters Score -7885020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -7885030.000000 Penalty: 5483.143066
	Iteration 16Q: 3 clusters Score -7885030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -7885026.000000 Penalty: 5483.143066
	Iteration 17Q: 3 clusters Score -7885026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -7885048.000000 Penalty: 5483.143066
	Iteration 18Q: 3 clusters Score -7885048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -7885052.500000 Penalty: 5483.143066
	Iteration 19Q: 3 clusters Score -7885052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -7885064.500000 Penalty: 5483.143066
	Iteration 20F: 3 clusters Score -7885064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -7885081.000000 Penalty: 5483.143066
	Iteration 21Q: 3 clusters Score -7885081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -7885080.500000 Penalty: 5483.143066
	Iteration 22Q: 3 clusters Score -7885080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -7885082.000000 Penalty: 5483.143066
	Iteration 23Q: 3 clusters Score -7885082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -7885082.000000 Penalty: 5483.143066
	Iteration 24F: 3 clusters Score -7885082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Entering Unmasked Estep 
Score: -4174694.250000 Penalty: 2573.615967
	Iteration 0F: 2 clusters Score -4174694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4152739.500000 Penalty: 5147.231934
	Iteration 0F: 3 clusters Score -4152740 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4160659.250000 Penalty: 5147.231934
	Iteration 1F: 3 clusters Score -4160659 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4161046.250000 Penalty: 5147.231934
	Iteration 2Q: 3 clusters Score -4161046 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4161337.500000 Penalty: 5147.231934
	Iteration 3Q: 3 clusters Score -4161338 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4161597.000000 Penalty: 5147.231934
	Iteration 4Q: 3 clusters Score -4161597 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4161836.000000 Penalty: 5147.231934
	Iteration 5Q: 3 clusters Score -4161836 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4162091.500000 Penalty: 5147.231934
	Iteration 6Q: 3 clusters Score -4162092 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4162374.750000 Penalty: 5147.231934
	Iteration 7Q: 3 clusters Score -4162375 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4162762.250000 Penalty: 5147.231934
	Iteration 8Q: 3 clusters Score -4162762 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4163330.250000 Penalty: 5147.231934
	Iteration 9Q: 3 clusters Score -4163330 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4164151.000000 Penalty: 5147.231934
	Iteration 10Q: 3 clusters Score -4164151 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4165443.500000 Penalty: 5147.231934
	Iteration 11F: 3 clusters Score -4165444 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4167138.500000 Penalty: 5147.231934
	Iteration 12F: 3 clusters Score -4167138 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -4168927.000000 Penalty: 5147.231934
	Iteration 13F: 3 clusters Score -4168927 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4170142.750000 Penalty: 5147.231934
	Iteration 14Q: 3 clusters Score -4170143 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4170783.250000 Penalty: 5147.231934
	Iteration 15Q: 3 clusters Score -4170783 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4171081.750000 Penalty: 5147.231934
	Iteration 16Q: 3 clusters Score -4171082 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4171245.000000 Penalty: 5147.231934
	Iteration 17Q: 3 clusters Score -4171245 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -4171425.500000 Penalty: 5147.231934
	Iteration 18Q: 3 clusters Score -4171426 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4171556.750000 Penalty: 5147.231934
	Iteration 19Q: 3 clusters Score -4171557 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4171671.750000 Penalty: 5147.231934
	Iteration 20F: 3 clusters Score -4171672 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4171772.000000 Penalty: 5147.231934
	Iteration 21Q: 3 clusters Score -4171772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4171869.000000 Penalty: 5147.231934
	Iteration 22Q: 3 clusters Score -4171869 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4171940.500000 Penalty: 5147.231934
	Iteration 23Q: 3 clusters Score -4171940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4172003.250000 Penalty: 5147.231934
	Iteration 24Q: 3 clusters Score -4172003 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4172068.750000 Penalty: 5147.231934
	Iteration 25Q: 3 clusters Score -4172069 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4172129.750000 Penalty: 5147.231934
	Iteration 26Q: 3 clusters Score -4172130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4172174.000000 Penalty: 5147.231934
	Iteration 27Q: 3 clusters Score -4172174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4172222.000000 Penalty: 5147.231934
	Iteration 28Q: 3 clusters Score -4172222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4172242.750000 Penalty: 5147.231934
	Iteration 29Q: 3 clusters Score -4172243 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4172261.250000 Penalty: 5147.231934
	Iteration 30Q: 3 clusters Score -4172261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4172290.500000 Penalty: 5147.231934
	Iteration 31Q: 3 clusters Score -4172290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4172310.250000 Penalty: 5147.231934
	Iteration 32Q: 3 clusters Score -4172310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4172327.000000 Penalty: 5147.231934
	Iteration 33Q: 3 clusters Score -4172327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4172365.750000 Penalty: 5147.231934
	Iteration 34Q: 3 clusters Score -4172366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4172378.500000 Penalty: 5147.231934
	Iteration 35Q: 3 clusters Score -4172378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4172396.000000 Penalty: 5147.231934
	Iteration 36Q: 3 clusters Score -4172396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -4172399.750000 Penalty: 5147.231934
	Iteration 37Q: 3 clusters Score -4172400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4172430.750000 Penalty: 5147.231934
	Iteration 38Q: 3 clusters Score -4172431 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4172445.000000 Penalty: 5147.231934
	Iteration 39Q: 3 clusters Score -4172445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -4172472.750000 Penalty: 5147.231934
	Iteration 40F: 3 clusters Score -4172473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4172485.000000 Penalty: 5147.231934
	Iteration 41Q: 3 clusters Score -4172485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4172493.000000 Penalty: 5147.231934
	Iteration 42Q: 3 clusters Score -4172493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4172496.750000 Penalty: 5147.231934
	Iteration 43Q: 3 clusters Score -4172497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4172507.500000 Penalty: 5147.231934
	Iteration 44Q: 3 clusters Score -4172508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4172516.500000 Penalty: 5147.231934
	Iteration 45Q: 3 clusters Score -4172516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -4172536.500000 Penalty: 5147.231934
	Iteration 46Q: 3 clusters Score -4172536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4172539.250000 Penalty: 5147.231934
	Iteration 47Q: 3 clusters Score -4172539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4172552.000000 Penalty: 5147.231934
	Iteration 48Q: 3 clusters Score -4172552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4172557.250000 Penalty: 5147.231934
	Iteration 49Q: 3 clusters Score -4172557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4172559.000000 Penalty: 5147.231934
	Iteration 50Q: 3 clusters Score -4172559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -4172562.250000 Penalty: 5147.231934
	Iteration 51Q: 3 clusters Score -4172562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4172576.500000 Penalty: 5147.231934
	Iteration 52Q: 3 clusters Score -4172576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4172588.000000 Penalty: 5147.231934
	Iteration 53Q: 3 clusters Score -4172588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4172593.000000 Penalty: 5147.231934
	Iteration 54Q: 3 clusters Score -4172593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -4172595.500000 Penalty: 5147.231934
	Iteration 55Q: 3 clusters Score -4172596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4172596.750000 Penalty: 5147.231934
	Iteration 56Q: 3 clusters Score -4172597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4172597.750000 Penalty: 5147.231934
	Iteration 57Q: 3 clusters Score -4172598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4172604.250000 Penalty: 5147.231934
	Iteration 58Q: 3 clusters Score -4172604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4172604.750000 Penalty: 5147.231934
	Iteration 59Q: 3 clusters Score -4172605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -4172608.750000 Penalty: 5147.231934
	Iteration 60F: 3 clusters Score -4172609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -4172613.750000 Penalty: 5147.231934
	Iteration 61Q: 3 clusters Score -4172614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4172616.500000 Penalty: 5147.231934
	Iteration 62Q: 3 clusters Score -4172616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4172614.000000 Penalty: 5147.231934
	Iteration 63Q: 3 clusters Score -4172614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -4172625.500000 Penalty: 5147.231934
	Iteration 64Q: 3 clusters Score -4172626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -4172624.250000 Penalty: 5147.231934
	Iteration 65Q: 3 clusters Score -4172624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4172626.000000 Penalty: 5147.231934
	Iteration 66Q: 3 clusters Score -4172626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4172625.250000 Penalty: 5147.231934
	Iteration 67Q: 3 clusters Score -4172625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4172623.750000 Penalty: 5147.231934
	Iteration 68Q: 3 clusters Score -4172624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4172625.000000 Penalty: 5147.231934
	Iteration 69Q: 3 clusters Score -4172625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4172631.750000 Penalty: 5147.231934
	Iteration 70Q: 3 clusters Score -4172632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4172630.250000 Penalty: 5147.231934
	Iteration 71Q: 3 clusters Score -4172630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4172628.500000 Penalty: 5147.231934
	Iteration 72Q: 3 clusters Score -4172628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4172631.250000 Penalty: 5147.231934
	Iteration 73Q: 3 clusters Score -4172631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4172632.000000 Penalty: 5147.231934
	Iteration 74Q: 3 clusters Score -4172632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4172630.000000 Penalty: 5147.231934
	Iteration 75Q: 3 clusters Score -4172630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4172632.000000 Penalty: 5147.231934
	Iteration 76Q: 3 clusters Score -4172632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4172632.000000 Penalty: 5147.231934
	Iteration 77F: 3 clusters Score -4172632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75744.796875 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75744.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76018.601562 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76018.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76153.914062 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76153.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76268.968750 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -76268.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76432.679688 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -76432.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76547.273438 Penalty: 3232.764893
	Iteration 5F: 3 clusters Score -76547.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76653.531250 Penalty: 3232.764893
	Iteration 6F: 3 clusters Score -76653.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76721.687500 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -76721.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76781.726562 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -76781.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76831.546875 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -76831.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -76863.250000 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -76863.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -76887.085938 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -76887.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -76897.171875 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -76897.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -76913.460938 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -76913.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76914.820312 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -76914.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76914.820312 Penalty: 3232.764893
	Iteration 15F: 3 clusters Score -76914.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187391 members 
Entering Unmasked Estep 
Score: -24067746.000000 Penalty: 3010.956299
	Iteration 0F: 2 clusters Score -2.406775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -23946950.000000 Penalty: 6021.912598
	Iteration 0F: 3 clusters Score -2.394695e+07 nChanged 90093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -23998896.000000 Penalty: 6021.912598
	Iteration 1F: 3 clusters Score -2.39989e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -24000044.000000 Penalty: 6021.912598
	Iteration 2Q: 3 clusters Score -2.400004e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -24001736.000000 Penalty: 6021.912598
	Iteration 3Q: 3 clusters Score -2.400174e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -24004506.000000 Penalty: 6021.912598
	Iteration 4Q: 3 clusters Score -2.400451e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -24009614.000000 Penalty: 6021.912598
	Iteration 5Q: 3 clusters Score -2.400961e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 126171 members 
Entering Unmasked Estep 
Score: -24017696.000000 Penalty: 6021.912598
	Iteration 6F: 3 clusters Score -2.40177e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -24028142.000000 Penalty: 6021.912598
	Iteration 7F: 3 clusters Score -2.402814e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -24039572.000000 Penalty: 6021.912598
	Iteration 8F: 3 clusters Score -2.403957e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -24048250.000000 Penalty: 6021.912598
	Iteration 9F: 3 clusters Score -2.404825e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -24053942.000000 Penalty: 6021.912598
	Iteration 10Q: 3 clusters Score -2.405394e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 169850 members 
Entering Unmasked Estep 
Score: -24057492.000000 Penalty: 6021.912598
	Iteration 11Q: 3 clusters Score -2.405749e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -24059522.000000 Penalty: 6021.912598
	Iteration 12Q: 3 clusters Score -2.405952e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 175736 members 
Entering Unmasked Estep 
Score: -24060992.000000 Penalty: 6021.912598
	Iteration 13Q: 3 clusters Score -2.406099e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 177866 members 
Entering Unmasked Estep 
Score: -24062230.000000 Penalty: 6021.912598
	Iteration 14Q: 3 clusters Score -2.406223e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 179669 members 
Entering Unmasked Estep 
Score: -24063048.000000 Penalty: 6021.912598
	Iteration 15Q: 3 clusters Score -2.406305e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -24063740.000000 Penalty: 6021.912598
	Iteration 16Q: 3 clusters Score -2.406374e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 182379 members 
Entering Unmasked Estep 
Score: -24064200.000000 Penalty: 6021.912598
	Iteration 17Q: 3 clusters Score -2.40642e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 183311 members 
Entering Unmasked Estep 
Score: -24064500.000000 Penalty: 6021.912598
	Iteration 18Q: 3 clusters Score -2.40645e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 183993 members 
Entering Unmasked Estep 
Score: -24064638.000000 Penalty: 6021.912598
	Iteration 19Q: 3 clusters Score -2.406464e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 184508 members 
Entering Unmasked Estep 
Score: -24064740.000000 Penalty: 6021.912598
	Iteration 20F: 3 clusters Score -2.406474e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 184903 members 
Entering Unmasked Estep 
Score: -24064844.000000 Penalty: 6021.912598
	Iteration 21Q: 3 clusters Score -2.406484e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 185194 members 
Entering Unmasked Estep 
Score: -24064912.000000 Penalty: 6021.912598
	Iteration 22Q: 3 clusters Score -2.406491e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 185410 members 
Entering Unmasked Estep 
Score: -24064934.000000 Penalty: 6021.912598
	Iteration 23Q: 3 clusters Score -2.406493e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 185597 members 
Entering Unmasked Estep 
Score: -24065008.000000 Penalty: 6021.912598
	Iteration 24Q: 3 clusters Score -2.406501e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 185730 members 
Entering Unmasked Estep 
Score: -24065094.000000 Penalty: 6021.912598
	Iteration 25Q: 3 clusters Score -2.406509e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 185851 members 
Entering Unmasked Estep 
Score: -24065130.000000 Penalty: 6021.912598
	Iteration 26Q: 3 clusters Score -2.406513e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 185947 members 
Entering Unmasked Estep 
Score: -24065184.000000 Penalty: 6021.912598
	Iteration 27Q: 3 clusters Score -2.406518e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 186031 members 
Entering Unmasked Estep 
Score: -24065234.000000 Penalty: 6021.912598
	Iteration 28Q: 3 clusters Score -2.406523e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -24065238.000000 Penalty: 6021.912598
	Iteration 29Q: 3 clusters Score -2.406524e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 186148 members 
Entering Unmasked Estep 
Score: -24065274.000000 Penalty: 6021.912598
	Iteration 30Q: 3 clusters Score -2.406527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 186194 members 
Entering Unmasked Estep 
Score: -24065282.000000 Penalty: 6021.912598
	Iteration 31Q: 3 clusters Score -2.406528e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 186228 members 
Entering Unmasked Estep 
Score: -24065276.000000 Penalty: 6021.912598
	Iteration 32Q: 3 clusters Score -2.406528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 186262 members 
Entering Unmasked Estep 
Score: -24065308.000000 Penalty: 6021.912598
	Iteration 33Q: 3 clusters Score -2.406531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 186288 members 
Entering Unmasked Estep 
Score: -24065354.000000 Penalty: 6021.912598
	Iteration 34Q: 3 clusters Score -2.406535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 186312 members 
Entering Unmasked Estep 
Score: -24065366.000000 Penalty: 6021.912598
	Iteration 35Q: 3 clusters Score -2.406537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -24065356.000000 Penalty: 6021.912598
	Iteration 36Q: 3 clusters Score -2.406536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 186334 members 
Entering Unmasked Estep 
Score: -24065360.000000 Penalty: 6021.912598
	Iteration 37Q: 3 clusters Score -2.406536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 186340 members 
Entering Unmasked Estep 
Score: -24065350.000000 Penalty: 6021.912598
	Iteration 38Q: 3 clusters Score -2.406535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 186344 members 
Entering Unmasked Estep 
Score: -24065366.000000 Penalty: 6021.912598
	Iteration 39Q: 3 clusters Score -2.406537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 186352 members 
Entering Unmasked Estep 
Score: -24065358.000000 Penalty: 6021.912598
	Iteration 40F: 3 clusters Score -2.406536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 186361 members 
Entering Unmasked Estep 
Score: -24065352.000000 Penalty: 6021.912598
	Iteration 41Q: 3 clusters Score -2.406535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 186368 members 
Entering Unmasked Estep 
Score: -24065368.000000 Penalty: 6021.912598
	Iteration 42Q: 3 clusters Score -2.406537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 186370 members 
Entering Unmasked Estep 
Score: -24065368.000000 Penalty: 6021.912598
	Iteration 43Q: 3 clusters Score -2.406537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 186380 members 
Entering Unmasked Estep 
Score: -24065376.000000 Penalty: 6021.912598
	Iteration 44Q: 3 clusters Score -2.406538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 186384 members 
Entering Unmasked Estep 
Score: -24065366.000000 Penalty: 6021.912598
	Iteration 45Q: 3 clusters Score -2.406537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 186388 members 
Entering Unmasked Estep 
Score: -24065388.000000 Penalty: 6021.912598
	Iteration 46Q: 3 clusters Score -2.406539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -24065376.000000 Penalty: 6021.912598
	Iteration 47Q: 3 clusters Score -2.406538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 186399 members 
Entering Unmasked Estep 
Score: -24065378.000000 Penalty: 6021.912598
	Iteration 48Q: 3 clusters Score -2.406538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 186404 members 
Entering Unmasked Estep 
Score: -24065370.000000 Penalty: 6021.912598
	Iteration 49Q: 3 clusters Score -2.406537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 186414 members 
Entering Unmasked Estep 
Score: -24065376.000000 Penalty: 6021.912598
	Iteration 50Q: 3 clusters Score -2.406538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 186417 members 
Entering Unmasked Estep 
Score: -24065392.000000 Penalty: 6021.912598
	Iteration 51Q: 3 clusters Score -2.406539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 186417 members 
Entering Unmasked Estep 
Score: -24065394.000000 Penalty: 6021.912598
	Iteration 52Q: 3 clusters Score -2.406539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 186420 members 
Entering Unmasked Estep 
Score: -24065404.000000 Penalty: 6021.912598
	Iteration 53Q: 3 clusters Score -2.40654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 186420 members 
Entering Unmasked Estep 
Score: -24065400.000000 Penalty: 6021.912598
	Iteration 54Q: 3 clusters Score -2.40654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 186419 members 
Entering Unmasked Estep 
Score: -24065406.000000 Penalty: 6021.912598
	Iteration 55Q: 3 clusters Score -2.406541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 186419 members 
Entering Unmasked Estep 
Score: -24065406.000000 Penalty: 6021.912598
	Iteration 56F: 3 clusters Score -2.406541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243808 members 
Entering Unmasked Estep 
Score: -31143370.000000 Penalty: 3076.225830
	Iteration 0F: 2 clusters Score -3.114337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121622 members 
Mstep: Class 2 contains 122186 members 
Entering Unmasked Estep 
Score: -30996322.000000 Penalty: 6152.451660
	Iteration 0F: 3 clusters Score -3.099632e+07 nChanged 117492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -31065360.000000 Penalty: 6152.451660
	Iteration 1F: 3 clusters Score -3.106536e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112790 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -31066732.000000 Penalty: 6152.451660
	Iteration 2Q: 3 clusters Score -3.106673e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 135707 members 
Entering Unmasked Estep 
Score: -31068884.000000 Penalty: 6152.451660
	Iteration 3Q: 3 clusters Score -3.106888e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -31072448.000000 Penalty: 6152.451660
	Iteration 4Q: 3 clusters Score -3.107245e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -31078890.000000 Penalty: 6152.451660
	Iteration 5Q: 3 clusters Score -3.107889e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 166403 members 
Entering Unmasked Estep 
Score: -31089438.000000 Penalty: 6152.451660
	Iteration 6F: 3 clusters Score -3.108944e+07 nChanged 16982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 182581 members 
Entering Unmasked Estep 
Score: -31103028.000000 Penalty: 6152.451660
	Iteration 7F: 3 clusters Score -3.110303e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -31115576.000000 Penalty: 6152.451660
	Iteration 8F: 3 clusters Score -3.111558e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 208496 members 
Entering Unmasked Estep 
Score: -31124308.000000 Penalty: 6152.451660
	Iteration 9F: 3 clusters Score -3.112431e+07 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 215784 members 
Entering Unmasked Estep 
Score: -31129128.000000 Penalty: 6152.451660
	Iteration 10Q: 3 clusters Score -3.112913e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 220580 members 
Entering Unmasked Estep 
Score: -31131962.000000 Penalty: 6152.451660
	Iteration 11Q: 3 clusters Score -3.113196e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 224102 members 
Entering Unmasked Estep 
Score: -31133810.000000 Penalty: 6152.451660
	Iteration 12Q: 3 clusters Score -3.113381e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 226921 members 
Entering Unmasked Estep 
Score: -31134788.000000 Penalty: 6152.451660
	Iteration 13Q: 3 clusters Score -3.113479e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 229257 members 
Entering Unmasked Estep 
Score: -31135940.000000 Penalty: 6152.451660
	Iteration 14Q: 3 clusters Score -3.113594e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 231235 members 
Entering Unmasked Estep 
Score: -31136790.000000 Penalty: 6152.451660
	Iteration 15Q: 3 clusters Score -3.113679e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 232905 members 
Entering Unmasked Estep 
Score: -31137596.000000 Penalty: 6152.451660
	Iteration 16Q: 3 clusters Score -3.11376e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 234320 members 
Entering Unmasked Estep 
Score: -31138056.000000 Penalty: 6152.451660
	Iteration 17Q: 3 clusters Score -3.113806e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 235525 members 
Entering Unmasked Estep 
Score: -31138454.000000 Penalty: 6152.451660
	Iteration 18Q: 3 clusters Score -3.113845e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 236497 members 
Entering Unmasked Estep 
Score: -31138796.000000 Penalty: 6152.451660
	Iteration 19Q: 3 clusters Score -3.11388e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 237364 members 
Entering Unmasked Estep 
Score: -31139106.000000 Penalty: 6152.451660
	Iteration 20F: 3 clusters Score -3.113911e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 238107 members 
Entering Unmasked Estep 
Score: -31139374.000000 Penalty: 6152.451660
	Iteration 21Q: 3 clusters Score -3.113937e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 238685 members 
Entering Unmasked Estep 
Score: -31139660.000000 Penalty: 6152.451660
	Iteration 22Q: 3 clusters Score -3.113966e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 239130 members 
Entering Unmasked Estep 
Score: -31139816.000000 Penalty: 6152.451660
	Iteration 23Q: 3 clusters Score -3.113982e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 239509 members 
Entering Unmasked Estep 
Score: -31139866.000000 Penalty: 6152.451660
	Iteration 24Q: 3 clusters Score -3.113987e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 239817 members 
Entering Unmasked Estep 
Score: -31139938.000000 Penalty: 6152.451660
	Iteration 25Q: 3 clusters Score -3.113994e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 240059 members 
Entering Unmasked Estep 
Score: -31140054.000000 Penalty: 6152.451660
	Iteration 26Q: 3 clusters Score -3.114005e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 240233 members 
Entering Unmasked Estep 
Score: -31140112.000000 Penalty: 6152.451660
	Iteration 27Q: 3 clusters Score -3.114011e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 240389 members 
Entering Unmasked Estep 
Score: -31140194.000000 Penalty: 6152.451660
	Iteration 28Q: 3 clusters Score -3.114019e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 240524 members 
Entering Unmasked Estep 
Score: -31140270.000000 Penalty: 6152.451660
	Iteration 29Q: 3 clusters Score -3.114027e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 240649 members 
Entering Unmasked Estep 
Score: -31140276.000000 Penalty: 6152.451660
	Iteration 30Q: 3 clusters Score -3.114028e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 240759 members 
Entering Unmasked Estep 
Score: -31140302.000000 Penalty: 6152.451660
	Iteration 31Q: 3 clusters Score -3.11403e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 240866 members 
Entering Unmasked Estep 
Score: -31140340.000000 Penalty: 6152.451660
	Iteration 32Q: 3 clusters Score -3.114034e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 240943 members 
Entering Unmasked Estep 
Score: -31140334.000000 Penalty: 6152.451660
	Iteration 33Q: 3 clusters Score -3.114033e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 241009 members 
Entering Unmasked Estep 
Score: -31140344.000000 Penalty: 6152.451660
	Iteration 34Q: 3 clusters Score -3.114034e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 241073 members 
Entering Unmasked Estep 
Score: -31140316.000000 Penalty: 6152.451660
	Iteration 35Q: 3 clusters Score -3.114032e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 241121 members 
Entering Unmasked Estep 
Score: -31140306.000000 Penalty: 6152.451660
	Iteration 36Q: 3 clusters Score -3.114031e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 241164 members 
Entering Unmasked Estep 
Score: -31140336.000000 Penalty: 6152.451660
	Iteration 37Q: 3 clusters Score -3.114034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 241202 members 
Entering Unmasked Estep 
Score: -31140354.000000 Penalty: 6152.451660
	Iteration 38Q: 3 clusters Score -3.114035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 241233 members 
Entering Unmasked Estep 
Score: -31140374.000000 Penalty: 6152.451660
	Iteration 39Q: 3 clusters Score -3.114037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 241257 members 
Entering Unmasked Estep 
Score: -31140388.000000 Penalty: 6152.451660
	Iteration 40F: 3 clusters Score -3.114039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 241282 members 
Entering Unmasked Estep 
Score: -31140458.000000 Penalty: 6152.451660
	Iteration 41Q: 3 clusters Score -3.114046e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 241315 members 
Entering Unmasked Estep 
Score: -31140430.000000 Penalty: 6152.451660
	Iteration 42Q: 3 clusters Score -3.114043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 241337 members 
Entering Unmasked Estep 
Score: -31140442.000000 Penalty: 6152.451660
	Iteration 43Q: 3 clusters Score -3.114044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 241362 members 
Entering Unmasked Estep 
Score: -31140446.000000 Penalty: 6152.451660
	Iteration 44Q: 3 clusters Score -3.114045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 241383 members 
Entering Unmasked Estep 
Score: -31140458.000000 Penalty: 6152.451660
	Iteration 45Q: 3 clusters Score -3.114046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 241401 members 
Entering Unmasked Estep 
Score: -31140458.000000 Penalty: 6152.451660
	Iteration 46Q: 3 clusters Score -3.114046e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 241422 members 
Entering Unmasked Estep 
Score: -31140496.000000 Penalty: 6152.451660
	Iteration 47Q: 3 clusters Score -3.11405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 241439 members 
Entering Unmasked Estep 
Score: -31140502.000000 Penalty: 6152.451660
	Iteration 48Q: 3 clusters Score -3.11405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 241458 members 
Entering Unmasked Estep 
Score: -31140518.000000 Penalty: 6152.451660
	Iteration 49Q: 3 clusters Score -3.114052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 241471 members 
Entering Unmasked Estep 
Score: -31140498.000000 Penalty: 6152.451660
	Iteration 50Q: 3 clusters Score -3.11405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 241482 members 
Entering Unmasked Estep 
Score: -31140508.000000 Penalty: 6152.451660
	Iteration 51Q: 3 clusters Score -3.114051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 241498 members 
Entering Unmasked Estep 
Score: -31140550.000000 Penalty: 6152.451660
	Iteration 52Q: 3 clusters Score -3.114055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 241513 members 
Entering Unmasked Estep 
Score: -31140552.000000 Penalty: 6152.451660
	Iteration 53Q: 3 clusters Score -3.114055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 241527 members 
Entering Unmasked Estep 
Score: -31140518.000000 Penalty: 6152.451660
	Iteration 54Q: 3 clusters Score -3.114052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 241541 members 
Entering Unmasked Estep 
Score: -31140530.000000 Penalty: 6152.451660
	Iteration 55Q: 3 clusters Score -3.114053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 241551 members 
Entering Unmasked Estep 
Score: -31140534.000000 Penalty: 6152.451660
	Iteration 56Q: 3 clusters Score -3.114053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 241559 members 
Entering Unmasked Estep 
Score: -31140530.000000 Penalty: 6152.451660
	Iteration 57Q: 3 clusters Score -3.114053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 241568 members 
Entering Unmasked Estep 
Score: -31140532.000000 Penalty: 6152.451660
	Iteration 58Q: 3 clusters Score -3.114053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 241579 members 
Entering Unmasked Estep 
Score: -31140516.000000 Penalty: 6152.451660
	Iteration 59Q: 3 clusters Score -3.114052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 241589 members 
Entering Unmasked Estep 
Score: -31140536.000000 Penalty: 6152.451660
	Iteration 60F: 3 clusters Score -3.114054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 241593 members 
Entering Unmasked Estep 
Score: -31140524.000000 Penalty: 6152.451660
	Iteration 61Q: 3 clusters Score -3.114052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 241597 members 
Entering Unmasked Estep 
Score: -31140516.000000 Penalty: 6152.451660
	Iteration 62Q: 3 clusters Score -3.114052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 241601 members 
Entering Unmasked Estep 
Score: -31140520.000000 Penalty: 6152.451660
	Iteration 63Q: 3 clusters Score -3.114052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 241606 members 
Entering Unmasked Estep 
Score: -31140540.000000 Penalty: 6152.451660
	Iteration 64Q: 3 clusters Score -3.114054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 241607 members 
Entering Unmasked Estep 
Score: -31140536.000000 Penalty: 6152.451660
	Iteration 65Q: 3 clusters Score -3.114054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 241610 members 
Entering Unmasked Estep 
Score: -31140542.000000 Penalty: 6152.451660
	Iteration 66Q: 3 clusters Score -3.114054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 241612 members 
Entering Unmasked Estep 
Score: -31140540.000000 Penalty: 6152.451660
	Iteration 67Q: 3 clusters Score -3.114054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 241614 members 
Entering Unmasked Estep 
Score: -31140560.000000 Penalty: 6152.451660
	Iteration 68Q: 3 clusters Score -3.114056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 241615 members 
Entering Unmasked Estep 
Score: -31140548.000000 Penalty: 6152.451660
	Iteration 69Q: 3 clusters Score -3.114055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 241615 members 
Entering Unmasked Estep 
Score: -31140548.000000 Penalty: 6152.451660
	Iteration 70F: 3 clusters Score -3.114055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170647 members 
Entering Unmasked Estep 
Score: -21928082.000000 Penalty: 2987.743408
	Iteration 0F: 2 clusters Score -2.192808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -21815502.000000 Penalty: 5975.486816
	Iteration 0F: 3 clusters Score -2.18155e+07 nChanged 81531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -21862992.000000 Penalty: 5975.486816
	Iteration 1F: 3 clusters Score -2.186299e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -21864296.000000 Penalty: 5975.486816
	Iteration 2Q: 3 clusters Score -2.18643e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -21866174.000000 Penalty: 5975.486816
	Iteration 3Q: 3 clusters Score -2.186617e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 103020 members 
Entering Unmasked Estep 
Score: -21869148.000000 Penalty: 5975.486816
	Iteration 4Q: 3 clusters Score -2.186915e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 111902 members 
Entering Unmasked Estep 
Score: -21874536.000000 Penalty: 5975.486816
	Iteration 5F: 3 clusters Score -2.187454e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 123890 members 
Entering Unmasked Estep 
Score: -21883478.000000 Penalty: 5975.486816
	Iteration 6F: 3 clusters Score -2.188348e+07 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -21895560.000000 Penalty: 5975.486816
	Iteration 7F: 3 clusters Score -2.189556e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 149935 members 
Entering Unmasked Estep 
Score: -21907188.000000 Penalty: 5975.486816
	Iteration 8F: 3 clusters Score -2.190719e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 158953 members 
Entering Unmasked Estep 
Score: -21915798.000000 Penalty: 5975.486816
	Iteration 9F: 3 clusters Score -2.19158e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 164308 members 
Entering Unmasked Estep 
Score: -21920706.000000 Penalty: 5975.486816
	Iteration 10Q: 3 clusters Score -2.192071e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -21923102.000000 Penalty: 5975.486816
	Iteration 11Q: 3 clusters Score -2.19231e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 168659 members 
Entering Unmasked Estep 
Score: -21924286.000000 Penalty: 5975.486816
	Iteration 12Q: 3 clusters Score -2.192429e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 169341 members 
Entering Unmasked Estep 
Score: -21924882.000000 Penalty: 5975.486816
	Iteration 13Q: 3 clusters Score -2.192488e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -21925102.000000 Penalty: 5975.486816
	Iteration 14Q: 3 clusters Score -2.19251e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -21925270.000000 Penalty: 5975.486816
	Iteration 15Q: 3 clusters Score -2.192527e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -21925324.000000 Penalty: 5975.486816
	Iteration 16Q: 3 clusters Score -2.192532e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -21925378.000000 Penalty: 5975.486816
	Iteration 17Q: 3 clusters Score -2.192538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 170022 members 
Entering Unmasked Estep 
Score: -21925442.000000 Penalty: 5975.486816
	Iteration 18Q: 3 clusters Score -2.192544e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -21925474.000000 Penalty: 5975.486816
	Iteration 19Q: 3 clusters Score -2.192547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -21925492.000000 Penalty: 5975.486816
	Iteration 20F: 3 clusters Score -2.192549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 170087 members 
Entering Unmasked Estep 
Score: -21925520.000000 Penalty: 5975.486816
	Iteration 21Q: 3 clusters Score -2.192552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -21925546.000000 Penalty: 5975.486816
	Iteration 22Q: 3 clusters Score -2.192555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 170105 members 
Entering Unmasked Estep 
Score: -21925560.000000 Penalty: 5975.486816
	Iteration 23Q: 3 clusters Score -2.192556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -21925562.000000 Penalty: 5975.486816
	Iteration 24Q: 3 clusters Score -2.192556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21925564.000000 Penalty: 5975.486816
	Iteration 25Q: 3 clusters Score -2.192556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21925566.000000 Penalty: 5975.486816
	Iteration 26Q: 3 clusters Score -2.192557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21925568.000000 Penalty: 5975.486816
	Iteration 27Q: 3 clusters Score -2.192557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -21925570.000000 Penalty: 5975.486816
	Iteration 28Q: 3 clusters Score -2.192557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -21925570.000000 Penalty: 5975.486816
	Iteration 29Q: 3 clusters Score -2.192557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -21925578.000000 Penalty: 5975.486816
	Iteration 30Q: 3 clusters Score -2.192558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -21925580.000000 Penalty: 5975.486816
	Iteration 31Q: 3 clusters Score -2.192558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -21925576.000000 Penalty: 5975.486816
	Iteration 32Q: 3 clusters Score -2.192558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -21925590.000000 Penalty: 5975.486816
	Iteration 33Q: 3 clusters Score -2.192559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -21925594.000000 Penalty: 5975.486816
	Iteration 34Q: 3 clusters Score -2.192559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -21925602.000000 Penalty: 5975.486816
	Iteration 35Q: 3 clusters Score -2.19256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -21925584.000000 Penalty: 5975.486816
	Iteration 36Q: 3 clusters Score -2.192558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21925582.000000 Penalty: 5975.486816
	Iteration 37Q: 3 clusters Score -2.192558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21925592.000000 Penalty: 5975.486816
	Iteration 38Q: 3 clusters Score -2.192559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21925592.000000 Penalty: 5975.486816
	Iteration 39F: 3 clusters Score -2.192559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205939 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 55118 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183871 members 
Mstep: Class 16 contains 63242 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 22 contains 243808 members 
Mstep: Class 23 contains 170647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684144.000000 Penalty: 65918.976562
Iteration 319Q: 20 clusters Score -1.496841e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21411 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205942 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 55123 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183879 members 
Mstep: Class 16 contains 63236 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187387 members 
Mstep: Class 22 contains 243808 members 
Mstep: Class 23 contains 170649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684032.000000 Penalty: 65918.976562
Iteration 320F: 20 clusters Score -1.49684e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21403 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205950 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 55126 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183884 members 
Mstep: Class 16 contains 63225 members 
Mstep: Class 18 contains 32130 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187388 members 
Mstep: Class 22 contains 243803 members 
Mstep: Class 23 contains 170655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149684000.000000 Penalty: 65918.976562
Iteration 321Q: 20 clusters Score -1.49684e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21393 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205958 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 55129 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183889 members 
Mstep: Class 16 contains 63212 members 
Mstep: Class 18 contains 32132 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 243803 members 
Mstep: Class 23 contains 170658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683968.000000 Penalty: 65918.976562
Iteration 322Q: 20 clusters Score -1.49684e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21382 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205964 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 55136 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183892 members 
Mstep: Class 16 contains 63203 members 
Mstep: Class 18 contains 32134 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187389 members 
Mstep: Class 22 contains 243800 members 
Mstep: Class 23 contains 170663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 323Q: 20 clusters Score -1.496839e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21373 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205967 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 55136 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183894 members 
Mstep: Class 16 contains 63189 members 
Mstep: Class 18 contains 32138 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 243810 members 
Mstep: Class 23 contains 170666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683920.000000 Penalty: 65918.976562
Iteration 324Q: 20 clusters Score -1.496839e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21368 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205972 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 55140 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183892 members 
Mstep: Class 16 contains 63180 members 
Mstep: Class 18 contains 32140 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187386 members 
Mstep: Class 22 contains 243815 members 
Mstep: Class 23 contains 170670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 325Q: 20 clusters Score -1.496839e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21359 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205981 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 55141 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183890 members 
Mstep: Class 16 contains 63168 members 
Mstep: Class 18 contains 32144 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 243818 members 
Mstep: Class 23 contains 170671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 326Q: 20 clusters Score -1.496839e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21356 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205989 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 55141 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183891 members 
Mstep: Class 16 contains 63159 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187386 members 
Mstep: Class 22 contains 243820 members 
Mstep: Class 23 contains 170672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 327Q: 20 clusters Score -1.496838e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21352 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 205992 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 55142 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183893 members 
Mstep: Class 16 contains 63152 members 
Mstep: Class 18 contains 32150 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187394 members 
Mstep: Class 22 contains 243813 members 
Mstep: Class 23 contains 170674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683728.000000 Penalty: 65918.976562
Iteration 328Q: 20 clusters Score -1.496837e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21348 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206007 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 55141 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183891 members 
Mstep: Class 16 contains 63141 members 
Mstep: Class 18 contains 32154 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187391 members 
Mstep: Class 22 contains 243809 members 
Mstep: Class 23 contains 170680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683728.000000 Penalty: 65918.976562
Iteration 329Q: 20 clusters Score -1.496837e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21350 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206020 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 55143 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183894 members 
Mstep: Class 16 contains 63131 members 
Mstep: Class 18 contains 32157 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187392 members 
Mstep: Class 22 contains 243787 members 
Mstep: Class 23 contains 170688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683664.000000 Penalty: 65918.976562
Iteration 330Q: 20 clusters Score -1.496837e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21351 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206025 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 55146 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183902 members 
Mstep: Class 16 contains 63120 members 
Mstep: Class 18 contains 32159 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187390 members 
Mstep: Class 22 contains 243780 members 
Mstep: Class 23 contains 170689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683760.000000 Penalty: 65918.976562
Iteration 331Q: 20 clusters Score -1.496838e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21348 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206030 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 55146 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183909 members 
Mstep: Class 16 contains 63114 members 
Mstep: Class 18 contains 32160 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187392 members 
Mstep: Class 22 contains 243773 members 
Mstep: Class 23 contains 170689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683712.000000 Penalty: 65918.976562
Iteration 332Q: 20 clusters Score -1.496837e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206028 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55148 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183909 members 
Mstep: Class 16 contains 63112 members 
Mstep: Class 18 contains 32160 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187392 members 
Mstep: Class 22 contains 243773 members 
Mstep: Class 23 contains 170695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683664.000000 Penalty: 65918.976562
Iteration 333Q: 20 clusters Score -1.496837e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21342 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206030 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 55147 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183911 members 
Mstep: Class 16 contains 63105 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187398 members 
Mstep: Class 22 contains 243771 members 
Mstep: Class 23 contains 170694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683712.000000 Penalty: 65918.976562
Iteration 334Q: 20 clusters Score -1.496837e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206033 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55149 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183910 members 
Mstep: Class 16 contains 63104 members 
Mstep: Class 18 contains 32169 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187402 members 
Mstep: Class 22 contains 243760 members 
Mstep: Class 23 contains 170694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 335Q: 20 clusters Score -1.496838e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21332 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206039 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 55147 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183906 members 
Mstep: Class 16 contains 63105 members 
Mstep: Class 18 contains 32177 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187410 members 
Mstep: Class 22 contains 243751 members 
Mstep: Class 23 contains 170691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 336Q: 20 clusters Score -1.496838e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21329 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206038 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55148 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 14 contains 183903 members 
Mstep: Class 16 contains 63101 members 
Mstep: Class 18 contains 32177 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187413 members 
Mstep: Class 22 contains 243754 members 
Mstep: Class 23 contains 170697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 337Q: 20 clusters Score -1.496839e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21327 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206034 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55148 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183902 members 
Mstep: Class 16 contains 63101 members 
Mstep: Class 18 contains 32179 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187418 members 
Mstep: Class 22 contains 243749 members 
Mstep: Class 23 contains 170701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 338Q: 20 clusters Score -1.496839e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21318 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206041 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55147 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183897 members 
Mstep: Class 16 contains 63100 members 
Mstep: Class 18 contains 32180 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187421 members 
Mstep: Class 22 contains 243751 members 
Mstep: Class 23 contains 170704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 339Q: 20 clusters Score -1.496839e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21308 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206037 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55149 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183901 members 
Mstep: Class 16 contains 63100 members 
Mstep: Class 18 contains 32182 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187424 members 
Mstep: Class 22 contains 243749 members 
Mstep: Class 23 contains 170709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 340F: 20 clusters Score -1.496839e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21305 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 206029 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55150 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183903 members 
Mstep: Class 16 contains 63101 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187434 members 
Mstep: Class 22 contains 243741 members 
Mstep: Class 23 contains 170709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683952.000000 Penalty: 65918.976562
Iteration 341Q: 20 clusters Score -1.49684e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21304 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55149 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183908 members 
Mstep: Class 16 contains 63096 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187447 members 
Mstep: Class 22 contains 243734 members 
Mstep: Class 23 contains 170712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 342Q: 20 clusters Score -1.496839e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206017 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55155 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183917 members 
Mstep: Class 16 contains 63097 members 
Mstep: Class 18 contains 32188 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187455 members 
Mstep: Class 22 contains 243713 members 
Mstep: Class 23 contains 170720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 343Q: 20 clusters Score -1.496839e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21288 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206021 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55158 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183925 members 
Mstep: Class 16 contains 63101 members 
Mstep: Class 18 contains 32188 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187460 members 
Mstep: Class 22 contains 243697 members 
Mstep: Class 23 contains 170723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683952.000000 Penalty: 65918.976562
Iteration 344Q: 20 clusters Score -1.49684e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21285 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206011 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55162 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183936 members 
Mstep: Class 16 contains 63101 members 
Mstep: Class 18 contains 32188 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187475 members 
Mstep: Class 22 contains 243684 members 
Mstep: Class 23 contains 170719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 345Q: 20 clusters Score -1.496839e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21282 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206011 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55164 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183945 members 
Mstep: Class 16 contains 63101 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187478 members 
Mstep: Class 22 contains 243677 members 
Mstep: Class 23 contains 170716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683824.000000 Penalty: 65918.976562
Iteration 346Q: 20 clusters Score -1.496838e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21282 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206007 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55164 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183950 members 
Mstep: Class 16 contains 63100 members 
Mstep: Class 18 contains 32189 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187478 members 
Mstep: Class 22 contains 243669 members 
Mstep: Class 23 contains 170722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 347Q: 20 clusters Score -1.496839e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21281 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206006 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 55165 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183961 members 
Mstep: Class 16 contains 63099 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187482 members 
Mstep: Class 22 contains 243654 members 
Mstep: Class 23 contains 170723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 348Q: 20 clusters Score -1.496839e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21279 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206013 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 55168 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183963 members 
Mstep: Class 16 contains 63099 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187484 members 
Mstep: Class 22 contains 243642 members 
Mstep: Class 23 contains 170720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 349Q: 20 clusters Score -1.496838e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21279 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206016 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 55171 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183969 members 
Mstep: Class 16 contains 63097 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187484 members 
Mstep: Class 22 contains 243633 members 
Mstep: Class 23 contains 170718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 350Q: 20 clusters Score -1.496839e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21279 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206018 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 55174 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183973 members 
Mstep: Class 16 contains 63095 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187480 members 
Mstep: Class 22 contains 243623 members 
Mstep: Class 23 contains 170723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683824.000000 Penalty: 65918.976562
Iteration 351Q: 20 clusters Score -1.496838e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206020 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55178 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183979 members 
Mstep: Class 16 contains 63095 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187479 members 
Mstep: Class 22 contains 243606 members 
Mstep: Class 23 contains 170729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 352Q: 20 clusters Score -1.496839e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206020 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55180 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 183992 members 
Mstep: Class 16 contains 63095 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187475 members 
Mstep: Class 22 contains 243594 members 
Mstep: Class 23 contains 170729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 353Q: 20 clusters Score -1.496838e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21277 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206020 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55182 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184003 members 
Mstep: Class 16 contains 63094 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187477 members 
Mstep: Class 22 contains 243579 members 
Mstep: Class 23 contains 170731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 354Q: 20 clusters Score -1.496839e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21276 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184015 members 
Mstep: Class 16 contains 63092 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187480 members 
Mstep: Class 22 contains 243565 members 
Mstep: Class 23 contains 170730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683920.000000 Penalty: 65918.976562
Iteration 355Q: 20 clusters Score -1.496839e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21276 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184027 members 
Mstep: Class 16 contains 63089 members 
Mstep: Class 18 contains 32188 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187477 members 
Mstep: Class 22 contains 243560 members 
Mstep: Class 23 contains 170731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683920.000000 Penalty: 65918.976562
Iteration 356Q: 20 clusters Score -1.496839e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206026 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55182 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184036 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32189 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187473 members 
Mstep: Class 22 contains 243553 members 
Mstep: Class 23 contains 170732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 357Q: 20 clusters Score -1.496839e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206029 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184040 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187471 members 
Mstep: Class 22 contains 243546 members 
Mstep: Class 23 contains 170731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683984.000000 Penalty: 65918.976562
Iteration 358Q: 20 clusters Score -1.49684e+08 nChanged 33
Entering ConstructFrom: 
Score: -149683984.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73980.914062 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73980.91 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74353.843750 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74353.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74561.914062 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74561.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74673.523438 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -74673.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74770.070312 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -74770.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74835.492188 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -74835.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74944.164062 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -74944.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -75029.742188 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -75029.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75065.210938 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -75065.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75104.671875 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -75104.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75142.437500 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -75142.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75146.453125 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -75146.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75148.914062 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -75148.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75151.382812 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -75151.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75158.140625 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -75158.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75162.187500 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -75162.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75174.078125 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -75174.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75196.859375 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -75196.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75258.796875 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -75258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75315.585938 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -75315.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75392.023438 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -75392.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75586.140625 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -75586.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75612.195312 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -75612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75651.015625 Penalty: 3266.741211
	Iteration 23Q: 3 clusters Score -75651.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75687.820312 Penalty: 3266.741211
	Iteration 24Q: 3 clusters Score -75687.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75719.984375 Penalty: 3266.741211
	Iteration 25Q: 3 clusters Score -75719.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75782.390625 Penalty: 3266.741211
	Iteration 26Q: 3 clusters Score -75782.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75820.515625 Penalty: 3266.741211
	Iteration 27Q: 3 clusters Score -75820.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75847.273438 Penalty: 3266.741211
	Iteration 28Q: 3 clusters Score -75847.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75861.960938 Penalty: 3266.741211
	Iteration 29Q: 3 clusters Score -75861.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75870.460938 Penalty: 3266.741211
	Iteration 30Q: 3 clusters Score -75870.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75873.984375 Penalty: 3266.741211
	Iteration 31Q: 3 clusters Score -75873.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75873.984375 Penalty: 3266.741211
	Iteration 32F: 3 clusters Score -75873.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21274 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206032 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 377 members 
Mstep: Class 14 contains 184042 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187472 members 
Mstep: Class 22 contains 243541 members 
Mstep: Class 23 contains 170732 members 
Entering Unmasked Estep 
Score: -149682144.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149683984.000000 to -149682144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (21274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Entering Unmasked Estep 
Score: -2723298.750000 Penalty: 2471.379639
	Iteration 0F: 2 clusters Score -2723299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2708436.500000 Penalty: 4942.759277
	Iteration 0F: 3 clusters Score -2708436 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2713547.000000 Penalty: 4942.759277
	Iteration 1F: 3 clusters Score -2713547 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2713941.750000 Penalty: 4942.759277
	Iteration 2F: 3 clusters Score -2713942 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2714385.000000 Penalty: 4942.759277
	Iteration 3Q: 3 clusters Score -2714385 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2714871.750000 Penalty: 4942.759277
	Iteration 4Q: 3 clusters Score -2714872 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2715516.250000 Penalty: 4942.759277
	Iteration 5F: 3 clusters Score -2715516 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2716408.000000 Penalty: 4942.759277
	Iteration 6F: 3 clusters Score -2716408 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2717501.500000 Penalty: 4942.759277
	Iteration 7F: 3 clusters Score -2717502 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2718755.250000 Penalty: 4942.759277
	Iteration 8F: 3 clusters Score -2718755 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2719833.000000 Penalty: 4942.759277
	Iteration 9F: 3 clusters Score -2719833 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2720484.000000 Penalty: 4942.759277
	Iteration 10Q: 3 clusters Score -2720484 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2720802.250000 Penalty: 4942.759277
	Iteration 11Q: 3 clusters Score -2720802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2720933.000000 Penalty: 4942.759277
	Iteration 12Q: 3 clusters Score -2720933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2721001.750000 Penalty: 4942.759277
	Iteration 13Q: 3 clusters Score -2721002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2721031.000000 Penalty: 4942.759277
	Iteration 14Q: 3 clusters Score -2721031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2721063.750000 Penalty: 4942.759277
	Iteration 15Q: 3 clusters Score -2721064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2721083.500000 Penalty: 4942.759277
	Iteration 16Q: 3 clusters Score -2721084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2721088.000000 Penalty: 4942.759277
	Iteration 17Q: 3 clusters Score -2721088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2721101.500000 Penalty: 4942.759277
	Iteration 18Q: 3 clusters Score -2721102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2721113.750000 Penalty: 4942.759277
	Iteration 19Q: 3 clusters Score -2721114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2721135.500000 Penalty: 4942.759277
	Iteration 20F: 3 clusters Score -2721136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2721150.750000 Penalty: 4942.759277
	Iteration 21Q: 3 clusters Score -2721151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2721162.500000 Penalty: 4942.759277
	Iteration 22Q: 3 clusters Score -2721162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2721167.750000 Penalty: 4942.759277
	Iteration 23Q: 3 clusters Score -2721168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2721165.500000 Penalty: 4942.759277
	Iteration 24Q: 3 clusters Score -2721166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2721165.500000 Penalty: 4942.759277
	Iteration 25F: 3 clusters Score -2721166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 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 156 members 
Entering Unmasked Estep 
Score: -28444.591797 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28444.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28655.562500 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28655.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28785.708984 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28785.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28823.003906 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28848.181641 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28848.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28858.009766 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28858.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28858.009766 Penalty: 2830.726807
	Iteration 6F: 3 clusters Score -28858.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -228641.953125 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -228642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -226104.484375 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -226104.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -226528.187500 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -226528.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -226646.109375 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -226646.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -226724.921875 Penalty: 3750.574219
	Iteration 3Q: 3 clusters Score -226724.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -226774.515625 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -226774.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -226810.859375 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -226810.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -226838.671875 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -226838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -226858.296875 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -226858.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -226871.468750 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -226871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -226877.859375 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -226877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226883.140625 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -226883.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226889.468750 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -226889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -226894.046875 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -226894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -226894.671875 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -226894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -226896.203125 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -226896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -226897.750000 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -226897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -226899.328125 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -226899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -226899.687500 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -226899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -226899.687500 Penalty: 3750.574219
	Iteration 18F: 3 clusters Score -226899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206032 members 
Entering Unmasked Estep 
Score: -26363600.000000 Penalty: 3034.475098
	Iteration 0F: 2 clusters Score -2.63636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -26230298.000000 Penalty: 6068.950195
	Iteration 0F: 3 clusters Score -2.62303e+07 nChanged 98827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -26288218.000000 Penalty: 6068.950195
	Iteration 1F: 3 clusters Score -2.628822e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 98069 members 
Entering Unmasked Estep 
Score: -26289514.000000 Penalty: 6068.950195
	Iteration 2Q: 3 clusters Score -2.628951e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -26290984.000000 Penalty: 6068.950195
	Iteration 3Q: 3 clusters Score -2.629098e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -26293744.000000 Penalty: 6068.950195
	Iteration 4Q: 3 clusters Score -2.629374e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -26297678.000000 Penalty: 6068.950195
	Iteration 5Q: 3 clusters Score -2.629768e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132101 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -26304138.000000 Penalty: 6068.950195
	Iteration 6F: 3 clusters Score -2.630414e+07 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -26313652.000000 Penalty: 6068.950195
	Iteration 7F: 3 clusters Score -2.631365e+07 nChanged 14854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -26325092.000000 Penalty: 6068.950195
	Iteration 8F: 3 clusters Score -2.632509e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -26336482.000000 Penalty: 6068.950195
	Iteration 9F: 3 clusters Score -2.633648e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181163 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -26345876.000000 Penalty: 6068.950195
	Iteration 10F: 3 clusters Score -2.634588e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188847 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -26352748.000000 Penalty: 6068.950195
	Iteration 11Q: 3 clusters Score -2.635275e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193718 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -26356636.000000 Penalty: 6068.950195
	Iteration 12Q: 3 clusters Score -2.635664e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196492 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -26358628.000000 Penalty: 6068.950195
	Iteration 13Q: 3 clusters Score -2.635863e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -26359728.000000 Penalty: 6068.950195
	Iteration 14Q: 3 clusters Score -2.635973e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199350 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -26360312.000000 Penalty: 6068.950195
	Iteration 15Q: 3 clusters Score -2.636031e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200213 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -26360702.000000 Penalty: 6068.950195
	Iteration 16Q: 3 clusters Score -2.63607e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200892 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -26360948.000000 Penalty: 6068.950195
	Iteration 17Q: 3 clusters Score -2.636095e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201400 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -26361116.000000 Penalty: 6068.950195
	Iteration 18Q: 3 clusters Score -2.636112e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201823 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -26361240.000000 Penalty: 6068.950195
	Iteration 19Q: 3 clusters Score -2.636124e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202134 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -26361300.000000 Penalty: 6068.950195
	Iteration 20F: 3 clusters Score -2.63613e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202400 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -26361310.000000 Penalty: 6068.950195
	Iteration 21Q: 3 clusters Score -2.636131e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202630 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -26361298.000000 Penalty: 6068.950195
	Iteration 22Q: 3 clusters Score -2.63613e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202807 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -26361354.000000 Penalty: 6068.950195
	Iteration 23Q: 3 clusters Score -2.636135e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202973 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -26361326.000000 Penalty: 6068.950195
	Iteration 24Q: 3 clusters Score -2.636133e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203119 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -26361340.000000 Penalty: 6068.950195
	Iteration 25Q: 3 clusters Score -2.636134e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203228 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -26361330.000000 Penalty: 6068.950195
	Iteration 26Q: 3 clusters Score -2.636133e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203318 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -26361350.000000 Penalty: 6068.950195
	Iteration 27Q: 3 clusters Score -2.636135e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203397 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -26361386.000000 Penalty: 6068.950195
	Iteration 28Q: 3 clusters Score -2.636139e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203459 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -26361398.000000 Penalty: 6068.950195
	Iteration 29Q: 3 clusters Score -2.63614e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203513 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -26361382.000000 Penalty: 6068.950195
	Iteration 30Q: 3 clusters Score -2.636138e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203561 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -26361418.000000 Penalty: 6068.950195
	Iteration 31Q: 3 clusters Score -2.636142e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203610 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -26361422.000000 Penalty: 6068.950195
	Iteration 32Q: 3 clusters Score -2.636142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203647 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -26361442.000000 Penalty: 6068.950195
	Iteration 33Q: 3 clusters Score -2.636144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203678 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26361428.000000 Penalty: 6068.950195
	Iteration 34Q: 3 clusters Score -2.636143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203704 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -26361414.000000 Penalty: 6068.950195
	Iteration 35Q: 3 clusters Score -2.636141e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203728 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26361392.000000 Penalty: 6068.950195
	Iteration 36Q: 3 clusters Score -2.636139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203753 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -26361406.000000 Penalty: 6068.950195
	Iteration 37Q: 3 clusters Score -2.636141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203774 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -26361430.000000 Penalty: 6068.950195
	Iteration 38Q: 3 clusters Score -2.636143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203790 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -26361430.000000 Penalty: 6068.950195
	Iteration 39Q: 3 clusters Score -2.636143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203806 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -26361398.000000 Penalty: 6068.950195
	Iteration 40F: 3 clusters Score -2.63614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203822 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -26361426.000000 Penalty: 6068.950195
	Iteration 41Q: 3 clusters Score -2.636143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203842 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -26361384.000000 Penalty: 6068.950195
	Iteration 42Q: 3 clusters Score -2.636138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -26361410.000000 Penalty: 6068.950195
	Iteration 43Q: 3 clusters Score -2.636141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203875 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -26361386.000000 Penalty: 6068.950195
	Iteration 44Q: 3 clusters Score -2.636139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203883 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26361396.000000 Penalty: 6068.950195
	Iteration 45Q: 3 clusters Score -2.63614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203892 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -26361408.000000 Penalty: 6068.950195
	Iteration 46Q: 3 clusters Score -2.636141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203906 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -26361406.000000 Penalty: 6068.950195
	Iteration 47Q: 3 clusters Score -2.636141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203916 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -26361436.000000 Penalty: 6068.950195
	Iteration 48Q: 3 clusters Score -2.636144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203927 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -26361466.000000 Penalty: 6068.950195
	Iteration 49Q: 3 clusters Score -2.636147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203933 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -26361444.000000 Penalty: 6068.950195
	Iteration 50Q: 3 clusters Score -2.636144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203937 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26361446.000000 Penalty: 6068.950195
	Iteration 51Q: 3 clusters Score -2.636145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203938 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26361448.000000 Penalty: 6068.950195
	Iteration 52Q: 3 clusters Score -2.636145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203938 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26361448.000000 Penalty: 6068.950195
	Iteration 53F: 3 clusters Score -2.636145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58704.859375 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58704.86 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59029.453125 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59029.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59220.550781 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59220.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59268.781250 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -59268.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59307.738281 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -59307.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59331.921875 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -59331.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59347.445312 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -59347.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59353.281250 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -59353.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59361.347656 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -59361.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59375.621094 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -59375.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59389.902344 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -59389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59398.167969 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -59398.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59405.511719 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -59405.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59412.753906 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -59412.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59420.542969 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -59420.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59425.988281 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -59425.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59427.074219 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -59427.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59428.539062 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -59428.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59429.273438 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -59429.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59431.156250 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -59431.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59437.667969 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -59437.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59444.511719 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -59444.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59449.027344 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -59449.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59454.886719 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -59454.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59462.332031 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -59462.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59470.558594 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -59470.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59506.488281 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -59506.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59531.847656 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -59531.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59565.332031 Penalty: 3153.489746
	Iteration 28Q: 3 clusters Score -59565.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59603.277344 Penalty: 3153.489746
	Iteration 29Q: 3 clusters Score -59603.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59666.640625 Penalty: 3153.489746
	Iteration 30Q: 3 clusters Score -59666.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59742.367188 Penalty: 3153.489746
	Iteration 31Q: 3 clusters Score -59742.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59818.351562 Penalty: 3153.489746
	Iteration 32Q: 3 clusters Score -59818.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59908.359375 Penalty: 3153.489746
	Iteration 33Q: 3 clusters Score -59908.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -59995.078125 Penalty: 3153.489746
	Iteration 34Q: 3 clusters Score -59995.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60090.949219 Penalty: 3153.489746
	Iteration 35Q: 3 clusters Score -60090.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60134.941406 Penalty: 3153.489746
	Iteration 36Q: 3 clusters Score -60134.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60252.250000 Penalty: 3153.489746
	Iteration 37Q: 3 clusters Score -60252.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60318.457031 Penalty: 3153.489746
	Iteration 38Q: 3 clusters Score -60318.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60337.507812 Penalty: 3153.489746
	Iteration 39F: 3 clusters Score -60337.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -60385.085938 Penalty: 3153.489746
	Iteration 40F: 3 clusters Score -60385.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60399.214844 Penalty: 3153.489746
	Iteration 41Q: 3 clusters Score -60399.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60405.531250 Penalty: 3153.489746
	Iteration 42Q: 3 clusters Score -60405.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60405.531250 Penalty: 3153.489746
	Iteration 43F: 3 clusters Score -60405.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21274 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206032 members 
Mstep: Class 6 contains 172 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 184042 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187472 members 
Mstep: Class 22 contains 243541 members 
Mstep: Class 23 contains 170732 members 
Entering Unmasked Estep 
Score: -149682160.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149683984.000000 to -149682160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 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 311 members 
Entering Unmasked Estep 
Score: -61646.859375 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61646.86 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61862.980469 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61862.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61958.074219 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -61958.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62045.707031 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -62045.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62093.093750 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -62093.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62172.261719 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62172.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62220.878906 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62220.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62237.460938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62237.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62252.476562 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62252.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62262.457031 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62262.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62269.691406 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62269.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62278.101562 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -62278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62290.253906 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -62290.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62299.285156 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -62299.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62305.910156 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -62305.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62309.859375 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -62309.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62316.558594 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -62316.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62317.960938 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -62317.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62319.863281 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -62319.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62319.863281 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -62319.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38878.414062 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38878.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39034.234375 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39034.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39096.078125 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39096.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39120.816406 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39120.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39129.378906 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39129.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39140.628906 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39140.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39143.437500 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39143.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39143.437500 Penalty: 2942.393555
	Iteration 7F: 3 clusters Score -39143.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Entering Unmasked Estep 
Score: -1456881.125000 Penalty: 2312.314209
	Iteration 0F: 2 clusters Score -1456881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1448357.250000 Penalty: 4624.628418
	Iteration 0F: 3 clusters Score -1448357 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1450782.375000 Penalty: 4624.628418
	Iteration 1F: 3 clusters Score -1450782 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1451045.125000 Penalty: 4624.628418
	Iteration 2F: 3 clusters Score -1451045 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1451260.375000 Penalty: 4624.628418
	Iteration 3Q: 3 clusters Score -1451260 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1451419.125000 Penalty: 4624.628418
	Iteration 4Q: 3 clusters Score -1451419 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1451567.625000 Penalty: 4624.628418
	Iteration 5Q: 3 clusters Score -1451568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1451692.500000 Penalty: 4624.628418
	Iteration 6Q: 3 clusters Score -1451692 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1451813.375000 Penalty: 4624.628418
	Iteration 7Q: 3 clusters Score -1451813 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1451957.125000 Penalty: 4624.628418
	Iteration 8Q: 3 clusters Score -1451957 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1452120.375000 Penalty: 4624.628418
	Iteration 9Q: 3 clusters Score -1452120 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1452317.000000 Penalty: 4624.628418
	Iteration 10Q: 3 clusters Score -1452317 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1452581.750000 Penalty: 4624.628418
	Iteration 11Q: 3 clusters Score -1452582 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1452910.500000 Penalty: 4624.628418
	Iteration 12Q: 3 clusters Score -1452910 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1453293.875000 Penalty: 4624.628418
	Iteration 13Q: 3 clusters Score -1453294 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1453687.625000 Penalty: 4624.628418
	Iteration 14Q: 3 clusters Score -1453688 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1454047.500000 Penalty: 4624.628418
	Iteration 15Q: 3 clusters Score -1454048 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1454332.875000 Penalty: 4624.628418
	Iteration 16Q: 3 clusters Score -1454333 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1454533.375000 Penalty: 4624.628418
	Iteration 17Q: 3 clusters Score -1454533 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1454662.375000 Penalty: 4624.628418
	Iteration 18Q: 3 clusters Score -1454662 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1454727.375000 Penalty: 4624.628418
	Iteration 19Q: 3 clusters Score -1454727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1454761.500000 Penalty: 4624.628418
	Iteration 20F: 3 clusters Score -1454762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1454784.625000 Penalty: 4624.628418
	Iteration 21Q: 3 clusters Score -1454785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1454804.750000 Penalty: 4624.628418
	Iteration 22Q: 3 clusters Score -1454805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1454816.500000 Penalty: 4624.628418
	Iteration 23Q: 3 clusters Score -1454816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1454825.125000 Penalty: 4624.628418
	Iteration 24Q: 3 clusters Score -1454825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1454830.875000 Penalty: 4624.628418
	Iteration 25Q: 3 clusters Score -1454831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1454828.500000 Penalty: 4624.628418
	Iteration 26Q: 3 clusters Score -1454828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1454837.375000 Penalty: 4624.628418
	Iteration 27Q: 3 clusters Score -1454837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1454837.250000 Penalty: 4624.628418
	Iteration 28Q: 3 clusters Score -1454837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1454840.250000 Penalty: 4624.628418
	Iteration 29Q: 3 clusters Score -1454840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1454842.000000 Penalty: 4624.628418
	Iteration 30Q: 3 clusters Score -1454842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1454843.750000 Penalty: 4624.628418
	Iteration 31Q: 3 clusters Score -1454844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1454847.750000 Penalty: 4624.628418
	Iteration 32Q: 3 clusters Score -1454848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1454850.250000 Penalty: 4624.628418
	Iteration 33Q: 3 clusters Score -1454850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1454855.125000 Penalty: 4624.628418
	Iteration 34Q: 3 clusters Score -1454855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1454858.500000 Penalty: 4624.628418
	Iteration 35Q: 3 clusters Score -1454858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1454861.375000 Penalty: 4624.628418
	Iteration 36Q: 3 clusters Score -1454861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1454864.000000 Penalty: 4624.628418
	Iteration 37Q: 3 clusters Score -1454864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1454865.875000 Penalty: 4624.628418
	Iteration 38Q: 3 clusters Score -1454866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1454867.250000 Penalty: 4624.628418
	Iteration 39Q: 3 clusters Score -1454867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1454874.000000 Penalty: 4624.628418
	Iteration 40F: 3 clusters Score -1454874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1454876.625000 Penalty: 4624.628418
	Iteration 41Q: 3 clusters Score -1454877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1454876.125000 Penalty: 4624.628418
	Iteration 42Q: 3 clusters Score -1454876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1454879.750000 Penalty: 4624.628418
	Iteration 43Q: 3 clusters Score -1454880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1454879.125000 Penalty: 4624.628418
	Iteration 44Q: 3 clusters Score -1454879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1454881.250000 Penalty: 4624.628418
	Iteration 45Q: 3 clusters Score -1454881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1454880.000000 Penalty: 4624.628418
	Iteration 46Q: 3 clusters Score -1454880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1454879.625000 Penalty: 4624.628418
	Iteration 47Q: 3 clusters Score -1454880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1454879.625000 Penalty: 4624.628418
	Iteration 48F: 3 clusters Score -1454880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Entering Unmasked Estep 
Score: -7097387.000000 Penalty: 2707.765869
	Iteration 0F: 2 clusters Score -7097387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -7060347.500000 Penalty: 5415.531738
	Iteration 0F: 3 clusters Score -7060348 nChanged 25632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -7074523.000000 Penalty: 5415.531738
	Iteration 1F: 3 clusters Score -7074523 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -7075190.000000 Penalty: 5415.531738
	Iteration 2Q: 3 clusters Score -7075190 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -7076039.500000 Penalty: 5415.531738
	Iteration 3Q: 3 clusters Score -7076040 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -7077109.000000 Penalty: 5415.531738
	Iteration 4Q: 3 clusters Score -7077109 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -7078841.500000 Penalty: 5415.531738
	Iteration 5F: 3 clusters Score -7078842 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -7081664.500000 Penalty: 5415.531738
	Iteration 6F: 3 clusters Score -7081664 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -7085595.500000 Penalty: 5415.531738
	Iteration 7F: 3 clusters Score -7085596 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -7089661.000000 Penalty: 5415.531738
	Iteration 8F: 3 clusters Score -7089661 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7092555.000000 Penalty: 5415.531738
	Iteration 9F: 3 clusters Score -7092555 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7093995.000000 Penalty: 5415.531738
	Iteration 10Q: 3 clusters Score -7093995 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7094542.500000 Penalty: 5415.531738
	Iteration 11Q: 3 clusters Score -7094542 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7094764.500000 Penalty: 5415.531738
	Iteration 12Q: 3 clusters Score -7094764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7094871.000000 Penalty: 5415.531738
	Iteration 13Q: 3 clusters Score -7094871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7094919.000000 Penalty: 5415.531738
	Iteration 14Q: 3 clusters Score -7094919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7094951.000000 Penalty: 5415.531738
	Iteration 15Q: 3 clusters Score -7094951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7094967.500000 Penalty: 5415.531738
	Iteration 16Q: 3 clusters Score -7094968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7094985.500000 Penalty: 5415.531738
	Iteration 17Q: 3 clusters Score -7094986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7094985.000000 Penalty: 5415.531738
	Iteration 18Q: 3 clusters Score -7094985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7094984.000000 Penalty: 5415.531738
	Iteration 19Q: 3 clusters Score -7094984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7094985.000000 Penalty: 5415.531738
	Iteration 20F: 3 clusters Score -7094985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7094988.500000 Penalty: 5415.531738
	Iteration 21Q: 3 clusters Score -7094988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7094993.500000 Penalty: 5415.531738
	Iteration 22Q: 3 clusters Score -7094994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7094994.500000 Penalty: 5415.531738
	Iteration 23Q: 3 clusters Score -7094994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7095000.000000 Penalty: 5415.531738
	Iteration 24Q: 3 clusters Score -7095000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7095001.500000 Penalty: 5415.531738
	Iteration 25Q: 3 clusters Score -7095002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7095004.000000 Penalty: 5415.531738
	Iteration 26Q: 3 clusters Score -7095004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7095007.000000 Penalty: 5415.531738
	Iteration 27Q: 3 clusters Score -7095007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7095007.000000 Penalty: 5415.531738
	Iteration 28F: 3 clusters Score -7095007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -677839.750000 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -677839.8 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 2823 members 
Entering Unmasked Estep 
Score: -672936.812500 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -672936.8 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -674258.687500 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -674258.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -674666.000000 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -674666 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -674987.500000 Penalty: 4275.664062
	Iteration 3F: 3 clusters Score -674987.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -675266.750000 Penalty: 4275.664062
	Iteration 4F: 3 clusters Score -675266.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -675526.250000 Penalty: 4275.664062
	Iteration 5F: 3 clusters Score -675526.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -675739.125000 Penalty: 4275.664062
	Iteration 6F: 3 clusters Score -675739.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -675875.125000 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -675875.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -675985.437500 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -675985.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -676078.500000 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -676078.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -676166.812500 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -676166.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -676222.125000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -676222.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -676265.312500 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -676265.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -676293.312500 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -676293.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -676324.250000 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -676324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -676345.875000 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -676345.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -676368.437500 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -676368.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -676382.312500 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -676382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -676394.562500 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -676394.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -676407.625000 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -676407.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -676417.000000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -676417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -676422.562500 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -676422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -676425.937500 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -676425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -676429.875000 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -676429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -676434.375000 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -676434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -676436.625000 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -676436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -676438.625000 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -676438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -676439.312500 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -676439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -676440.812500 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -676440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -676440.625000 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -676440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -676440.125000 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -676440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -676440.125000 Penalty: 4275.664062
	Iteration 31F: 3 clusters Score -676440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -540346.375000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -540346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -536269.812500 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -536269.8 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -537155.625000 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -537155.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -537335.375000 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -537335.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -537441.812500 Penalty: 4152.479980
	Iteration 3Q: 3 clusters Score -537441.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -537519.187500 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -537519.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -537592.125000 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -537592.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -537648.000000 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -537648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -537698.437500 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -537698.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -537742.500000 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -537742.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -537781.687500 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -537781.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -537830.125000 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -537830.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -537870.687500 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -537870.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -537909.375000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -537909.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -537940.000000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -537940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -537974.062500 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -537974.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -538007.812500 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -538007.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -538043.187500 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -538043.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -538072.937500 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -538072.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -538109.062500 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -538109.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -538143.500000 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -538143.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -538177.250000 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -538177.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -538209.687500 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -538209.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -538234.500000 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -538234.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -538253.750000 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -538253.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -538284.750000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -538284.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -538310.562500 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -538310.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -538339.312500 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -538339.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -538362.500000 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -538362.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -538375.812500 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -538375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -538386.812500 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -538386.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -538398.250000 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -538398.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -538412.812500 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -538412.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -538421.625000 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -538421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -538427.875000 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -538427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -538432.375000 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -538432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -538439.375000 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -538439.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -538450.562500 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -538450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -538458.687500 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -538458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -538469.437500 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -538469.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -538479.625000 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -538479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -538482.875000 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -538482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -538487.375000 Penalty: 4152.479980
	Iteration 41Q: 3 clusters Score -538487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -538489.937500 Penalty: 4152.479980
	Iteration 42Q: 3 clusters Score -538489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -538494.000000 Penalty: 4152.479980
	Iteration 43Q: 3 clusters Score -538494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -538498.250000 Penalty: 4152.479980
	Iteration 44Q: 3 clusters Score -538498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -538506.062500 Penalty: 4152.479980
	Iteration 45Q: 3 clusters Score -538506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -538513.125000 Penalty: 4152.479980
	Iteration 46Q: 3 clusters Score -538513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -538517.937500 Penalty: 4152.479980
	Iteration 47Q: 3 clusters Score -538517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -538521.062500 Penalty: 4152.479980
	Iteration 48Q: 3 clusters Score -538521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -538524.437500 Penalty: 4152.479980
	Iteration 49Q: 3 clusters Score -538524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -538528.375000 Penalty: 4152.479980
	Iteration 50Q: 3 clusters Score -538528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -538532.312500 Penalty: 4152.479980
	Iteration 51Q: 3 clusters Score -538532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -538536.000000 Penalty: 4152.479980
	Iteration 52Q: 3 clusters Score -538536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -538535.812500 Penalty: 4152.479980
	Iteration 53Q: 3 clusters Score -538535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -538535.812500 Penalty: 4152.479980
	Iteration 54F: 3 clusters Score -538535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Entering Unmasked Estep 
Score: -23613732.000000 Penalty: 3006.483887
	Iteration 0F: 2 clusters Score -2.361373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -23493730.000000 Penalty: 6012.967773
	Iteration 0F: 3 clusters Score -2.349373e+07 nChanged 88416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -23545934.000000 Penalty: 6012.967773
	Iteration 1F: 3 clusters Score -2.354593e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -23547470.000000 Penalty: 6012.967773
	Iteration 2Q: 3 clusters Score -2.354747e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -23549980.000000 Penalty: 6012.967773
	Iteration 3Q: 3 clusters Score -2.354998e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -23554822.000000 Penalty: 6012.967773
	Iteration 4F: 3 clusters Score -2.355482e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -23563442.000000 Penalty: 6012.967773
	Iteration 5F: 3 clusters Score -2.356344e+07 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -23577284.000000 Penalty: 6012.967773
	Iteration 6F: 3 clusters Score -2.357728e+07 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -23593424.000000 Penalty: 6012.967773
	Iteration 7F: 3 clusters Score -2.359342e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174522 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -23604206.000000 Penalty: 6012.967773
	Iteration 8F: 3 clusters Score -2.360421e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180091 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -23608908.000000 Penalty: 6012.967773
	Iteration 9Q: 3 clusters Score -2.360891e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182104 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -23610596.000000 Penalty: 6012.967773
	Iteration 10Q: 3 clusters Score -2.36106e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182754 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -23611144.000000 Penalty: 6012.967773
	Iteration 11Q: 3 clusters Score -2.361114e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23611450.000000 Penalty: 6012.967773
	Iteration 12Q: 3 clusters Score -2.361145e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183008 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -23611640.000000 Penalty: 6012.967773
	Iteration 13Q: 3 clusters Score -2.361164e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -23611714.000000 Penalty: 6012.967773
	Iteration 14Q: 3 clusters Score -2.361171e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -23611770.000000 Penalty: 6012.967773
	Iteration 15Q: 3 clusters Score -2.361177e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23611828.000000 Penalty: 6012.967773
	Iteration 16Q: 3 clusters Score -2.361183e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23611852.000000 Penalty: 6012.967773
	Iteration 17Q: 3 clusters Score -2.361185e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23611872.000000 Penalty: 6012.967773
	Iteration 18Q: 3 clusters Score -2.361187e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -23611886.000000 Penalty: 6012.967773
	Iteration 19Q: 3 clusters Score -2.361189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -23611916.000000 Penalty: 6012.967773
	Iteration 20F: 3 clusters Score -2.361192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182963 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -23611930.000000 Penalty: 6012.967773
	Iteration 21Q: 3 clusters Score -2.361193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182964 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23611952.000000 Penalty: 6012.967773
	Iteration 22Q: 3 clusters Score -2.361195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182963 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -23611960.000000 Penalty: 6012.967773
	Iteration 23Q: 3 clusters Score -2.361196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182959 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23611958.000000 Penalty: 6012.967773
	Iteration 24Q: 3 clusters Score -2.361196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182955 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -23611954.000000 Penalty: 6012.967773
	Iteration 25Q: 3 clusters Score -2.361195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23611966.000000 Penalty: 6012.967773
	Iteration 26Q: 3 clusters Score -2.361197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23611970.000000 Penalty: 6012.967773
	Iteration 27Q: 3 clusters Score -2.361197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23611976.000000 Penalty: 6012.967773
	Iteration 28Q: 3 clusters Score -2.361198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -23611978.000000 Penalty: 6012.967773
	Iteration 29Q: 3 clusters Score -2.361198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23611984.000000 Penalty: 6012.967773
	Iteration 30Q: 3 clusters Score -2.361198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182941 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23611982.000000 Penalty: 6012.967773
	Iteration 31Q: 3 clusters Score -2.361198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23611982.000000 Penalty: 6012.967773
	Iteration 32Q: 3 clusters Score -2.361198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -23611984.000000 Penalty: 6012.967773
	Iteration 33Q: 3 clusters Score -2.361198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182937 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23611980.000000 Penalty: 6012.967773
	Iteration 34Q: 3 clusters Score -2.361198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23611992.000000 Penalty: 6012.967773
	Iteration 35Q: 3 clusters Score -2.361199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23611992.000000 Penalty: 6012.967773
	Iteration 36F: 3 clusters Score -2.361199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Entering Unmasked Estep 
Score: -7868237.000000 Penalty: 2740.967041
	Iteration 0F: 2 clusters Score -7868237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -7825729.000000 Penalty: 5481.934082
	Iteration 0F: 3 clusters Score -7825729 nChanged 29652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -7842063.000000 Penalty: 5481.934082
	Iteration 1F: 3 clusters Score -7842063 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -7842648.500000 Penalty: 5481.934082
	Iteration 2Q: 3 clusters Score -7842648 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -7843297.500000 Penalty: 5481.934082
	Iteration 3Q: 3 clusters Score -7843298 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -7843962.500000 Penalty: 5481.934082
	Iteration 4Q: 3 clusters Score -7843962 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -7844831.000000 Penalty: 5481.934082
	Iteration 5Q: 3 clusters Score -7844831 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -7845885.500000 Penalty: 5481.934082
	Iteration 6Q: 3 clusters Score -7845886 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7847303.000000 Penalty: 5481.934082
	Iteration 7Q: 3 clusters Score -7847303 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -7849242.000000 Penalty: 5481.934082
	Iteration 8F: 3 clusters Score -7849242 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -7851760.500000 Penalty: 5481.934082
	Iteration 9F: 3 clusters Score -7851760 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7854669.000000 Penalty: 5481.934082
	Iteration 10F: 3 clusters Score -7854669 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -7857204.000000 Penalty: 5481.934082
	Iteration 11F: 3 clusters Score -7857204 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -7858801.000000 Penalty: 5481.934082
	Iteration 12Q: 3 clusters Score -7858801 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -7859825.500000 Penalty: 5481.934082
	Iteration 13Q: 3 clusters Score -7859826 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -7860531.500000 Penalty: 5481.934082
	Iteration 14Q: 3 clusters Score -7860532 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -7861123.000000 Penalty: 5481.934082
	Iteration 15Q: 3 clusters Score -7861123 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -7861578.500000 Penalty: 5481.934082
	Iteration 16Q: 3 clusters Score -7861578 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7861965.500000 Penalty: 5481.934082
	Iteration 17Q: 3 clusters Score -7861966 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7862165.000000 Penalty: 5481.934082
	Iteration 18Q: 3 clusters Score -7862165 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -7862407.500000 Penalty: 5481.934082
	Iteration 19Q: 3 clusters Score -7862408 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -7862599.000000 Penalty: 5481.934082
	Iteration 20F: 3 clusters Score -7862599 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -7862826.500000 Penalty: 5481.934082
	Iteration 21Q: 3 clusters Score -7862826 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -7863015.500000 Penalty: 5481.934082
	Iteration 22Q: 3 clusters Score -7863016 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7863229.000000 Penalty: 5481.934082
	Iteration 23Q: 3 clusters Score -7863229 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -7863458.000000 Penalty: 5481.934082
	Iteration 24Q: 3 clusters Score -7863458 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7863657.000000 Penalty: 5481.934082
	Iteration 25Q: 3 clusters Score -7863657 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -7863898.500000 Penalty: 5481.934082
	Iteration 26Q: 3 clusters Score -7863898 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -7864163.000000 Penalty: 5481.934082
	Iteration 27Q: 3 clusters Score -7864163 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -7864377.500000 Penalty: 5481.934082
	Iteration 28Q: 3 clusters Score -7864378 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -7864614.000000 Penalty: 5481.934082
	Iteration 29Q: 3 clusters Score -7864614 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -7864844.000000 Penalty: 5481.934082
	Iteration 30Q: 3 clusters Score -7864844 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -7865006.500000 Penalty: 5481.934082
	Iteration 31Q: 3 clusters Score -7865006 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -7865153.000000 Penalty: 5481.934082
	Iteration 32Q: 3 clusters Score -7865153 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -7865270.500000 Penalty: 5481.934082
	Iteration 33Q: 3 clusters Score -7865270 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7865399.000000 Penalty: 5481.934082
	Iteration 34Q: 3 clusters Score -7865399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7865509.000000 Penalty: 5481.934082
	Iteration 35Q: 3 clusters Score -7865509 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -7865591.500000 Penalty: 5481.934082
	Iteration 36Q: 3 clusters Score -7865592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -7865677.000000 Penalty: 5481.934082
	Iteration 37Q: 3 clusters Score -7865677 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -7865726.000000 Penalty: 5481.934082
	Iteration 38Q: 3 clusters Score -7865726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -7865754.500000 Penalty: 5481.934082
	Iteration 39Q: 3 clusters Score -7865754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -7865798.500000 Penalty: 5481.934082
	Iteration 40F: 3 clusters Score -7865798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -7865823.500000 Penalty: 5481.934082
	Iteration 41Q: 3 clusters Score -7865824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -7865871.000000 Penalty: 5481.934082
	Iteration 42Q: 3 clusters Score -7865871 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -7865905.500000 Penalty: 5481.934082
	Iteration 43Q: 3 clusters Score -7865906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -7865937.500000 Penalty: 5481.934082
	Iteration 44Q: 3 clusters Score -7865938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -7865949.000000 Penalty: 5481.934082
	Iteration 45Q: 3 clusters Score -7865949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7865972.500000 Penalty: 5481.934082
	Iteration 46Q: 3 clusters Score -7865972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -7865986.000000 Penalty: 5481.934082
	Iteration 47Q: 3 clusters Score -7865986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -7865977.500000 Penalty: 5481.934082
	Iteration 48Q: 3 clusters Score -7865978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -7866009.000000 Penalty: 5481.934082
	Iteration 49Q: 3 clusters Score -7866009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -7866026.500000 Penalty: 5481.934082
	Iteration 50Q: 3 clusters Score -7866026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -7866041.500000 Penalty: 5481.934082
	Iteration 51Q: 3 clusters Score -7866042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -7866038.000000 Penalty: 5481.934082
	Iteration 52Q: 3 clusters Score -7866038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -7866040.500000 Penalty: 5481.934082
	Iteration 53Q: 3 clusters Score -7866040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -7866056.000000 Penalty: 5481.934082
	Iteration 54Q: 3 clusters Score -7866056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -7866063.000000 Penalty: 5481.934082
	Iteration 55Q: 3 clusters Score -7866063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -7866056.000000 Penalty: 5481.934082
	Iteration 56Q: 3 clusters Score -7866056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -7866068.000000 Penalty: 5481.934082
	Iteration 57Q: 3 clusters Score -7866068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -7866058.500000 Penalty: 5481.934082
	Iteration 58Q: 3 clusters Score -7866058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -7866060.500000 Penalty: 5481.934082
	Iteration 59Q: 3 clusters Score -7866060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -7866074.000000 Penalty: 5481.934082
	Iteration 60F: 3 clusters Score -7866074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -7866072.500000 Penalty: 5481.934082
	Iteration 61Q: 3 clusters Score -7866072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -7866086.500000 Penalty: 5481.934082
	Iteration 62Q: 3 clusters Score -7866086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -7866084.500000 Penalty: 5481.934082
	Iteration 63Q: 3 clusters Score -7866084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -7866092.500000 Penalty: 5481.934082
	Iteration 64Q: 3 clusters Score -7866092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -7866085.000000 Penalty: 5481.934082
	Iteration 65Q: 3 clusters Score -7866085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -7866093.500000 Penalty: 5481.934082
	Iteration 66Q: 3 clusters Score -7866094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -7866093.500000 Penalty: 5481.934082
	Iteration 67Q: 3 clusters Score -7866094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -7866091.500000 Penalty: 5481.934082
	Iteration 68Q: 3 clusters Score -7866092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -7866091.500000 Penalty: 5481.934082
	Iteration 69F: 3 clusters Score -7866092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Entering Unmasked Estep 
Score: -4182760.500000 Penalty: 2574.093750
	Iteration 0F: 2 clusters Score -4182760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4160841.250000 Penalty: 5148.187500
	Iteration 0F: 3 clusters Score -4160841 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4168651.750000 Penalty: 5148.187500
	Iteration 1F: 3 clusters Score -4168652 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4169075.500000 Penalty: 5148.187500
	Iteration 2Q: 3 clusters Score -4169076 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4169411.500000 Penalty: 5148.187500
	Iteration 3Q: 3 clusters Score -4169412 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -4169684.000000 Penalty: 5148.187500
	Iteration 4Q: 3 clusters Score -4169684 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4169915.500000 Penalty: 5148.187500
	Iteration 5Q: 3 clusters Score -4169916 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4170110.500000 Penalty: 5148.187500
	Iteration 6Q: 3 clusters Score -4170110 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4170263.750000 Penalty: 5148.187500
	Iteration 7Q: 3 clusters Score -4170264 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4170417.000000 Penalty: 5148.187500
	Iteration 8Q: 3 clusters Score -4170417 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -4170593.750000 Penalty: 5148.187500
	Iteration 9Q: 3 clusters Score -4170594 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4170783.500000 Penalty: 5148.187500
	Iteration 10Q: 3 clusters Score -4170784 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4171108.250000 Penalty: 5148.187500
	Iteration 11Q: 3 clusters Score -4171108 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4171496.250000 Penalty: 5148.187500
	Iteration 12Q: 3 clusters Score -4171496 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4172109.500000 Penalty: 5148.187500
	Iteration 13Q: 3 clusters Score -4172110 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4173055.250000 Penalty: 5148.187500
	Iteration 14Q: 3 clusters Score -4173055 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4174350.750000 Penalty: 5148.187500
	Iteration 15F: 3 clusters Score -4174351 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4175914.750000 Penalty: 5148.187500
	Iteration 16F: 3 clusters Score -4175915 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4177459.750000 Penalty: 5148.187500
	Iteration 17F: 3 clusters Score -4177460 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4178543.000000 Penalty: 5148.187500
	Iteration 18Q: 3 clusters Score -4178543 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4179212.500000 Penalty: 5148.187500
	Iteration 19Q: 3 clusters Score -4179212 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4179580.750000 Penalty: 5148.187500
	Iteration 20F: 3 clusters Score -4179581 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4179816.000000 Penalty: 5148.187500
	Iteration 21Q: 3 clusters Score -4179816 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4179970.500000 Penalty: 5148.187500
	Iteration 22Q: 3 clusters Score -4179970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4180103.250000 Penalty: 5148.187500
	Iteration 23Q: 3 clusters Score -4180103 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4180186.250000 Penalty: 5148.187500
	Iteration 24Q: 3 clusters Score -4180186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4180248.500000 Penalty: 5148.187500
	Iteration 25Q: 3 clusters Score -4180248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4180306.250000 Penalty: 5148.187500
	Iteration 26Q: 3 clusters Score -4180306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4180358.250000 Penalty: 5148.187500
	Iteration 27Q: 3 clusters Score -4180358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4180393.500000 Penalty: 5148.187500
	Iteration 28Q: 3 clusters Score -4180394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4180415.750000 Penalty: 5148.187500
	Iteration 29Q: 3 clusters Score -4180416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4180437.750000 Penalty: 5148.187500
	Iteration 30Q: 3 clusters Score -4180438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4180466.000000 Penalty: 5148.187500
	Iteration 31Q: 3 clusters Score -4180466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4180483.250000 Penalty: 5148.187500
	Iteration 32Q: 3 clusters Score -4180483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4180498.250000 Penalty: 5148.187500
	Iteration 33Q: 3 clusters Score -4180498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4180501.000000 Penalty: 5148.187500
	Iteration 34Q: 3 clusters Score -4180501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4180504.750000 Penalty: 5148.187500
	Iteration 35Q: 3 clusters Score -4180505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4180504.000000 Penalty: 5148.187500
	Iteration 36Q: 3 clusters Score -4180504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4180510.000000 Penalty: 5148.187500
	Iteration 37Q: 3 clusters Score -4180510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4180513.000000 Penalty: 5148.187500
	Iteration 38Q: 3 clusters Score -4180513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4180513.500000 Penalty: 5148.187500
	Iteration 39Q: 3 clusters Score -4180514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4180513.500000 Penalty: 5148.187500
	Iteration 40F: 3 clusters Score -4180514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4180515.000000 Penalty: 5148.187500
	Iteration 41Q: 3 clusters Score -4180515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4180523.000000 Penalty: 5148.187500
	Iteration 42Q: 3 clusters Score -4180523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4180524.500000 Penalty: 5148.187500
	Iteration 43Q: 3 clusters Score -4180524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4180526.500000 Penalty: 5148.187500
	Iteration 44Q: 3 clusters Score -4180526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4180527.500000 Penalty: 5148.187500
	Iteration 45Q: 3 clusters Score -4180528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4180526.250000 Penalty: 5148.187500
	Iteration 46Q: 3 clusters Score -4180526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4180526.500000 Penalty: 5148.187500
	Iteration 47Q: 3 clusters Score -4180526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4180527.750000 Penalty: 5148.187500
	Iteration 48Q: 3 clusters Score -4180528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4180527.750000 Penalty: 5148.187500
	Iteration 49F: 3 clusters Score -4180528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 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 357 members 
Entering Unmasked Estep 
Score: -75767.367188 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75767.37 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76059.023438 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76059.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76172.289062 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76172.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76306.968750 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -76306.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76364.984375 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -76364.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76398.570312 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -76398.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76423.703125 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -76423.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76455.929688 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -76455.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76482.937500 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -76482.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76512.875000 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -76512.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -76532.085938 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -76532.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76541.875000 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -76541.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76549.085938 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -76549.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76553.914062 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -76553.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76556.390625 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -76556.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76556.390625 Penalty: 3232.764893
	Iteration 15F: 3 clusters Score -76556.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187472 members 
Entering Unmasked Estep 
Score: -24078006.000000 Penalty: 3011.063477
	Iteration 0F: 2 clusters Score -2.407801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -23957162.000000 Penalty: 6022.126953
	Iteration 0F: 3 clusters Score -2.395716e+07 nChanged 90132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -24010158.000000 Penalty: 6022.126953
	Iteration 1F: 3 clusters Score -2.401016e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -24011552.000000 Penalty: 6022.126953
	Iteration 2Q: 3 clusters Score -2.401155e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -24013244.000000 Penalty: 6022.126953
	Iteration 3Q: 3 clusters Score -2.401324e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -24015888.000000 Penalty: 6022.126953
	Iteration 4Q: 3 clusters Score -2.401589e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -24020354.000000 Penalty: 6022.126953
	Iteration 5Q: 3 clusters Score -2.402035e+07 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117573 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -24026856.000000 Penalty: 6022.126953
	Iteration 6F: 3 clusters Score -2.402686e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -24035690.000000 Penalty: 6022.126953
	Iteration 7F: 3 clusters Score -2.403569e+07 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132580 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -24045386.000000 Penalty: 6022.126953
	Iteration 8F: 3 clusters Score -2.404539e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137985 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -24052546.000000 Penalty: 6022.126953
	Iteration 9F: 3 clusters Score -2.405255e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142052 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -24056362.000000 Penalty: 6022.126953
	Iteration 10Q: 3 clusters Score -2.405636e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -24058374.000000 Penalty: 6022.126953
	Iteration 11Q: 3 clusters Score -2.405837e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149089 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -24059704.000000 Penalty: 6022.126953
	Iteration 12Q: 3 clusters Score -2.40597e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152533 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -24061204.000000 Penalty: 6022.126953
	Iteration 13Q: 3 clusters Score -2.40612e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -24062612.000000 Penalty: 6022.126953
	Iteration 14Q: 3 clusters Score -2.406261e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159427 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -24063978.000000 Penalty: 6022.126953
	Iteration 15Q: 3 clusters Score -2.406398e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162810 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -24065366.000000 Penalty: 6022.126953
	Iteration 16Q: 3 clusters Score -2.406537e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -24066730.000000 Penalty: 6022.126953
	Iteration 17Q: 3 clusters Score -2.406673e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169019 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -24068264.000000 Penalty: 6022.126953
	Iteration 18Q: 3 clusters Score -2.406826e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -24069398.000000 Penalty: 6022.126953
	Iteration 19Q: 3 clusters Score -2.40694e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174237 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -24070338.000000 Penalty: 6022.126953
	Iteration 20F: 3 clusters Score -2.407034e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176489 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -24071530.000000 Penalty: 6022.126953
	Iteration 21Q: 3 clusters Score -2.407153e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178407 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -24072504.000000 Penalty: 6022.126953
	Iteration 22Q: 3 clusters Score -2.40725e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180132 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -24073314.000000 Penalty: 6022.126953
	Iteration 23Q: 3 clusters Score -2.407331e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181497 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -24073888.000000 Penalty: 6022.126953
	Iteration 24Q: 3 clusters Score -2.407389e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -24074372.000000 Penalty: 6022.126953
	Iteration 25Q: 3 clusters Score -2.407437e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183476 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -24074656.000000 Penalty: 6022.126953
	Iteration 26Q: 3 clusters Score -2.407466e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -24074890.000000 Penalty: 6022.126953
	Iteration 27Q: 3 clusters Score -2.407489e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184689 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24075042.000000 Penalty: 6022.126953
	Iteration 28Q: 3 clusters Score -2.407504e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185117 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -24075198.000000 Penalty: 6022.126953
	Iteration 29Q: 3 clusters Score -2.40752e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185415 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24075280.000000 Penalty: 6022.126953
	Iteration 30Q: 3 clusters Score -2.407528e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185615 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -24075308.000000 Penalty: 6022.126953
	Iteration 31Q: 3 clusters Score -2.407531e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185779 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -24075400.000000 Penalty: 6022.126953
	Iteration 32Q: 3 clusters Score -2.40754e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185885 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -24075446.000000 Penalty: 6022.126953
	Iteration 33Q: 3 clusters Score -2.407545e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185977 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -24075476.000000 Penalty: 6022.126953
	Iteration 34Q: 3 clusters Score -2.407548e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186068 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -24075486.000000 Penalty: 6022.126953
	Iteration 35Q: 3 clusters Score -2.407549e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -24075512.000000 Penalty: 6022.126953
	Iteration 36Q: 3 clusters Score -2.407551e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186206 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -24075508.000000 Penalty: 6022.126953
	Iteration 37Q: 3 clusters Score -2.407551e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186251 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -24075488.000000 Penalty: 6022.126953
	Iteration 38Q: 3 clusters Score -2.407549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -24075544.000000 Penalty: 6022.126953
	Iteration 39Q: 3 clusters Score -2.407554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186308 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -24075532.000000 Penalty: 6022.126953
	Iteration 40F: 3 clusters Score -2.407553e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186328 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24075552.000000 Penalty: 6022.126953
	Iteration 41Q: 3 clusters Score -2.407555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186343 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -24075566.000000 Penalty: 6022.126953
	Iteration 42Q: 3 clusters Score -2.407557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186363 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24075574.000000 Penalty: 6022.126953
	Iteration 43Q: 3 clusters Score -2.407557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186377 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24075580.000000 Penalty: 6022.126953
	Iteration 44Q: 3 clusters Score -2.407558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186397 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -24075604.000000 Penalty: 6022.126953
	Iteration 45Q: 3 clusters Score -2.40756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186413 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24075610.000000 Penalty: 6022.126953
	Iteration 46Q: 3 clusters Score -2.407561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186426 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -24075628.000000 Penalty: 6022.126953
	Iteration 47Q: 3 clusters Score -2.407563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186443 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -24075602.000000 Penalty: 6022.126953
	Iteration 48Q: 3 clusters Score -2.40756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186461 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -24075612.000000 Penalty: 6022.126953
	Iteration 49Q: 3 clusters Score -2.407561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186469 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24075602.000000 Penalty: 6022.126953
	Iteration 50Q: 3 clusters Score -2.40756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186486 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24075606.000000 Penalty: 6022.126953
	Iteration 51Q: 3 clusters Score -2.407561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186497 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -24075618.000000 Penalty: 6022.126953
	Iteration 52Q: 3 clusters Score -2.407562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186502 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -24075618.000000 Penalty: 6022.126953
	Iteration 53Q: 3 clusters Score -2.407562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186506 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -24075632.000000 Penalty: 6022.126953
	Iteration 54Q: 3 clusters Score -2.407563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -24075652.000000 Penalty: 6022.126953
	Iteration 55Q: 3 clusters Score -2.407565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -24075664.000000 Penalty: 6022.126953
	Iteration 56Q: 3 clusters Score -2.407566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186515 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -24075676.000000 Penalty: 6022.126953
	Iteration 57Q: 3 clusters Score -2.407568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186520 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -24075678.000000 Penalty: 6022.126953
	Iteration 58Q: 3 clusters Score -2.407568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186522 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -24075678.000000 Penalty: 6022.126953
	Iteration 59Q: 3 clusters Score -2.407568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186525 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24075674.000000 Penalty: 6022.126953
	Iteration 60F: 3 clusters Score -2.407567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -24075688.000000 Penalty: 6022.126953
	Iteration 61Q: 3 clusters Score -2.407569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186529 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24075694.000000 Penalty: 6022.126953
	Iteration 62Q: 3 clusters Score -2.407569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186531 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -24075686.000000 Penalty: 6022.126953
	Iteration 63Q: 3 clusters Score -2.407569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186534 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -24075688.000000 Penalty: 6022.126953
	Iteration 64Q: 3 clusters Score -2.407569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186537 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -24075684.000000 Penalty: 6022.126953
	Iteration 65Q: 3 clusters Score -2.407568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186543 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -24075688.000000 Penalty: 6022.126953
	Iteration 66Q: 3 clusters Score -2.407569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24075688.000000 Penalty: 6022.126953
	Iteration 67Q: 3 clusters Score -2.407569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186548 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -24075698.000000 Penalty: 6022.126953
	Iteration 68Q: 3 clusters Score -2.40757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186547 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -24075696.000000 Penalty: 6022.126953
	Iteration 69Q: 3 clusters Score -2.40757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186547 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -24075696.000000 Penalty: 6022.126953
	Iteration 70F: 3 clusters Score -2.40757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243541 members 
Entering Unmasked Estep 
Score: -31108648.000000 Penalty: 3075.954102
	Iteration 0F: 2 clusters Score -3.110865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121698 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
Score: -30961298.000000 Penalty: 6151.908203
	Iteration 0F: 3 clusters Score -3.09613e+07 nChanged 117785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 122878 members 
Entering Unmasked Estep 
Score: -31029670.000000 Penalty: 6151.908203
	Iteration 1F: 3 clusters Score -3.102967e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -31030354.000000 Penalty: 6151.908203
	Iteration 2Q: 3 clusters Score -3.103035e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 125015 members 
Entering Unmasked Estep 
Score: -31031192.000000 Penalty: 6151.908203
	Iteration 3Q: 3 clusters Score -3.103119e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -31032190.000000 Penalty: 6151.908203
	Iteration 4Q: 3 clusters Score -3.103219e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 129974 members 
Entering Unmasked Estep 
Score: -31033448.000000 Penalty: 6151.908203
	Iteration 5Q: 3 clusters Score -3.103345e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 134750 members 
Entering Unmasked Estep 
Score: -31036050.000000 Penalty: 6151.908203
	Iteration 6Q: 3 clusters Score -3.103605e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -31039850.000000 Penalty: 6151.908203
	Iteration 7Q: 3 clusters Score -3.103985e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 152501 members 
Entering Unmasked Estep 
Score: -31046960.000000 Penalty: 6151.908203
	Iteration 8F: 3 clusters Score -3.104696e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 166347 members 
Entering Unmasked Estep 
Score: -31058870.000000 Penalty: 6151.908203
	Iteration 9F: 3 clusters Score -3.105887e+07 nChanged 18109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 181670 members 
Entering Unmasked Estep 
Score: -31073824.000000 Penalty: 6151.908203
	Iteration 10F: 3 clusters Score -3.107382e+07 nChanged 16187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 195213 members 
Entering Unmasked Estep 
Score: -31087604.000000 Penalty: 6151.908203
	Iteration 11F: 3 clusters Score -3.10876e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 204003 members 
Entering Unmasked Estep 
Score: -31098232.000000 Penalty: 6151.908203
	Iteration 12Q: 3 clusters Score -3.109823e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 208609 members 
Entering Unmasked Estep 
Score: -31104374.000000 Penalty: 6151.908203
	Iteration 13Q: 3 clusters Score -3.110437e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 211362 members 
Entering Unmasked Estep 
Score: -31107314.000000 Penalty: 6151.908203
	Iteration 14Q: 3 clusters Score -3.110731e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 213329 members 
Entering Unmasked Estep 
Score: -31108828.000000 Penalty: 6151.908203
	Iteration 15Q: 3 clusters Score -3.110883e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 214944 members 
Entering Unmasked Estep 
Score: -31109812.000000 Penalty: 6151.908203
	Iteration 16Q: 3 clusters Score -3.110981e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 216212 members 
Entering Unmasked Estep 
Score: -31110300.000000 Penalty: 6151.908203
	Iteration 17Q: 3 clusters Score -3.11103e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 217346 members 
Entering Unmasked Estep 
Score: -31110650.000000 Penalty: 6151.908203
	Iteration 18Q: 3 clusters Score -3.111065e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 218372 members 
Entering Unmasked Estep 
Score: -31110564.000000 Penalty: 6151.908203
	Iteration 19Q: 3 clusters Score -3.111056e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 219221 members 
Entering Unmasked Estep 
Score: -31110602.000000 Penalty: 6151.908203
	Iteration 20F: 3 clusters Score -3.11106e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 220028 members 
Entering Unmasked Estep 
Score: -31110682.000000 Penalty: 6151.908203
	Iteration 21Q: 3 clusters Score -3.111068e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 220809 members 
Entering Unmasked Estep 
Score: -31110628.000000 Penalty: 6151.908203
	Iteration 22Q: 3 clusters Score -3.111063e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 221583 members 
Entering Unmasked Estep 
Score: -31110420.000000 Penalty: 6151.908203
	Iteration 23Q: 3 clusters Score -3.111042e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 222285 members 
Entering Unmasked Estep 
Score: -31110250.000000 Penalty: 6151.908203
	Iteration 24Q: 3 clusters Score -3.111025e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 222936 members 
Entering Unmasked Estep 
Score: -31110066.000000 Penalty: 6151.908203
	Iteration 25Q: 3 clusters Score -3.111007e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 223521 members 
Entering Unmasked Estep 
Score: -31109808.000000 Penalty: 6151.908203
	Iteration 26Q: 3 clusters Score -3.110981e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 224065 members 
Entering Unmasked Estep 
Score: -31109648.000000 Penalty: 6151.908203
	Iteration 27Q: 3 clusters Score -3.110965e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 224631 members 
Entering Unmasked Estep 
Score: -31109410.000000 Penalty: 6151.908203
	Iteration 28Q: 3 clusters Score -3.110941e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 225155 members 
Entering Unmasked Estep 
Score: -31109322.000000 Penalty: 6151.908203
	Iteration 29Q: 3 clusters Score -3.110932e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 225677 members 
Entering Unmasked Estep 
Score: -31109210.000000 Penalty: 6151.908203
	Iteration 30Q: 3 clusters Score -3.110921e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 226150 members 
Entering Unmasked Estep 
Score: -31109126.000000 Penalty: 6151.908203
	Iteration 31Q: 3 clusters Score -3.110913e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 226594 members 
Entering Unmasked Estep 
Score: -31109096.000000 Penalty: 6151.908203
	Iteration 32Q: 3 clusters Score -3.11091e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 227015 members 
Entering Unmasked Estep 
Score: -31108878.000000 Penalty: 6151.908203
	Iteration 33Q: 3 clusters Score -3.110888e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 227454 members 
Entering Unmasked Estep 
Score: -31108822.000000 Penalty: 6151.908203
	Iteration 34Q: 3 clusters Score -3.110882e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 227887 members 
Entering Unmasked Estep 
Score: -31108742.000000 Penalty: 6151.908203
	Iteration 35Q: 3 clusters Score -3.110874e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 228317 members 
Entering Unmasked Estep 
Score: -31108634.000000 Penalty: 6151.908203
	Iteration 36Q: 3 clusters Score -3.110863e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 228741 members 
Entering Unmasked Estep 
Score: -31108500.000000 Penalty: 6151.908203
	Iteration 37Q: 3 clusters Score -3.11085e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 229108 members 
Entering Unmasked Estep 
Score: -31108422.000000 Penalty: 6151.908203
	Iteration 38Q: 3 clusters Score -3.110842e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 229445 members 
Entering Unmasked Estep 
Score: -31108404.000000 Penalty: 6151.908203
	Iteration 39Q: 3 clusters Score -3.11084e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 229792 members 
Entering Unmasked Estep 
Score: -31108306.000000 Penalty: 6151.908203
	Iteration 40F: 3 clusters Score -3.110831e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 230100 members 
Entering Unmasked Estep 
Score: -31108276.000000 Penalty: 6151.908203
	Iteration 41Q: 3 clusters Score -3.110828e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 230403 members 
Entering Unmasked Estep 
Score: -31108192.000000 Penalty: 6151.908203
	Iteration 42Q: 3 clusters Score -3.110819e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 230699 members 
Entering Unmasked Estep 
Score: -31108188.000000 Penalty: 6151.908203
	Iteration 43Q: 3 clusters Score -3.110819e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 230977 members 
Entering Unmasked Estep 
Score: -31108202.000000 Penalty: 6151.908203
	Iteration 44Q: 3 clusters Score -3.11082e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 231245 members 
Entering Unmasked Estep 
Score: -31108148.000000 Penalty: 6151.908203
	Iteration 45Q: 3 clusters Score -3.110815e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 231502 members 
Entering Unmasked Estep 
Score: -31108132.000000 Penalty: 6151.908203
	Iteration 46Q: 3 clusters Score -3.110813e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 231738 members 
Entering Unmasked Estep 
Score: -31108116.000000 Penalty: 6151.908203
	Iteration 47Q: 3 clusters Score -3.110812e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 231949 members 
Entering Unmasked Estep 
Score: -31108026.000000 Penalty: 6151.908203
	Iteration 48Q: 3 clusters Score -3.110803e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -31108064.000000 Penalty: 6151.908203
	Iteration 49Q: 3 clusters Score -3.110806e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 232342 members 
Entering Unmasked Estep 
Score: -31108044.000000 Penalty: 6151.908203
	Iteration 50Q: 3 clusters Score -3.110804e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 232529 members 
Entering Unmasked Estep 
Score: -31108004.000000 Penalty: 6151.908203
	Iteration 51Q: 3 clusters Score -3.1108e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 232744 members 
Entering Unmasked Estep 
Score: -31107998.000000 Penalty: 6151.908203
	Iteration 52Q: 3 clusters Score -3.1108e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 232937 members 
Entering Unmasked Estep 
Score: -31107986.000000 Penalty: 6151.908203
	Iteration 53Q: 3 clusters Score -3.110799e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 233134 members 
Entering Unmasked Estep 
Score: -31107992.000000 Penalty: 6151.908203
	Iteration 54Q: 3 clusters Score -3.110799e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 233326 members 
Entering Unmasked Estep 
Score: -31107902.000000 Penalty: 6151.908203
	Iteration 55Q: 3 clusters Score -3.11079e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 233505 members 
Entering Unmasked Estep 
Score: -31107856.000000 Penalty: 6151.908203
	Iteration 56Q: 3 clusters Score -3.110786e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -31107802.000000 Penalty: 6151.908203
	Iteration 57Q: 3 clusters Score -3.11078e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 233911 members 
Entering Unmasked Estep 
Score: -31107696.000000 Penalty: 6151.908203
	Iteration 58Q: 3 clusters Score -3.11077e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 234103 members 
Entering Unmasked Estep 
Score: -31107640.000000 Penalty: 6151.908203
	Iteration 59Q: 3 clusters Score -3.110764e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 234284 members 
Entering Unmasked Estep 
Score: -31107608.000000 Penalty: 6151.908203
	Iteration 60F: 3 clusters Score -3.110761e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 234467 members 
Entering Unmasked Estep 
Score: -31107608.000000 Penalty: 6151.908203
	Iteration 61Q: 3 clusters Score -3.110761e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 234644 members 
Entering Unmasked Estep 
Score: -31107480.000000 Penalty: 6151.908203
	Iteration 62Q: 3 clusters Score -3.110748e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 234817 members 
Entering Unmasked Estep 
Score: -31107452.000000 Penalty: 6151.908203
	Iteration 63Q: 3 clusters Score -3.110745e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 234991 members 
Entering Unmasked Estep 
Score: -31107414.000000 Penalty: 6151.908203
	Iteration 64Q: 3 clusters Score -3.110741e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 235153 members 
Entering Unmasked Estep 
Score: -31107374.000000 Penalty: 6151.908203
	Iteration 65Q: 3 clusters Score -3.110737e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 235312 members 
Entering Unmasked Estep 
Score: -31107350.000000 Penalty: 6151.908203
	Iteration 66Q: 3 clusters Score -3.110735e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 235463 members 
Entering Unmasked Estep 
Score: -31107354.000000 Penalty: 6151.908203
	Iteration 67Q: 3 clusters Score -3.110735e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 235596 members 
Entering Unmasked Estep 
Score: -31107352.000000 Penalty: 6151.908203
	Iteration 68Q: 3 clusters Score -3.110735e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 235743 members 
Entering Unmasked Estep 
Score: -31107338.000000 Penalty: 6151.908203
	Iteration 69Q: 3 clusters Score -3.110734e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 235879 members 
Entering Unmasked Estep 
Score: -31107324.000000 Penalty: 6151.908203
	Iteration 70Q: 3 clusters Score -3.110732e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 236015 members 
Entering Unmasked Estep 
Score: -31107288.000000 Penalty: 6151.908203
	Iteration 71Q: 3 clusters Score -3.110729e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 236134 members 
Entering Unmasked Estep 
Score: -31107260.000000 Penalty: 6151.908203
	Iteration 72Q: 3 clusters Score -3.110726e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 236243 members 
Entering Unmasked Estep 
Score: -31107242.000000 Penalty: 6151.908203
	Iteration 73Q: 3 clusters Score -3.110724e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 236355 members 
Entering Unmasked Estep 
Score: -31107222.000000 Penalty: 6151.908203
	Iteration 74Q: 3 clusters Score -3.110722e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 236463 members 
Entering Unmasked Estep 
Score: -31107190.000000 Penalty: 6151.908203
	Iteration 75Q: 3 clusters Score -3.110719e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 236570 members 
Entering Unmasked Estep 
Score: -31107138.000000 Penalty: 6151.908203
	Iteration 76Q: 3 clusters Score -3.110714e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 236672 members 
Entering Unmasked Estep 
Score: -31107150.000000 Penalty: 6151.908203
	Iteration 77Q: 3 clusters Score -3.110715e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 236777 members 
Entering Unmasked Estep 
Score: -31107128.000000 Penalty: 6151.908203
	Iteration 78Q: 3 clusters Score -3.110713e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 236885 members 
Entering Unmasked Estep 
Score: -31107076.000000 Penalty: 6151.908203
	Iteration 79Q: 3 clusters Score -3.110708e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 236981 members 
Entering Unmasked Estep 
Score: -31107050.000000 Penalty: 6151.908203
	Iteration 80F: 3 clusters Score -3.110705e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 237080 members 
Entering Unmasked Estep 
Score: -31107018.000000 Penalty: 6151.908203
	Iteration 81Q: 3 clusters Score -3.110702e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 237188 members 
Entering Unmasked Estep 
Score: -31106942.000000 Penalty: 6151.908203
	Iteration 82Q: 3 clusters Score -3.110694e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 237278 members 
Entering Unmasked Estep 
Score: -31106960.000000 Penalty: 6151.908203
	Iteration 83Q: 3 clusters Score -3.110696e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 237351 members 
Entering Unmasked Estep 
Score: -31106920.000000 Penalty: 6151.908203
	Iteration 84Q: 3 clusters Score -3.110692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 237419 members 
Entering Unmasked Estep 
Score: -31106900.000000 Penalty: 6151.908203
	Iteration 85Q: 3 clusters Score -3.11069e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 237495 members 
Entering Unmasked Estep 
Score: -31106842.000000 Penalty: 6151.908203
	Iteration 86Q: 3 clusters Score -3.110684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 237581 members 
Entering Unmasked Estep 
Score: -31106822.000000 Penalty: 6151.908203
	Iteration 87Q: 3 clusters Score -3.110682e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 237667 members 
Entering Unmasked Estep 
Score: -31106798.000000 Penalty: 6151.908203
	Iteration 88Q: 3 clusters Score -3.11068e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 237759 members 
Entering Unmasked Estep 
Score: -31106782.000000 Penalty: 6151.908203
	Iteration 89Q: 3 clusters Score -3.110678e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 237854 members 
Entering Unmasked Estep 
Score: -31106744.000000 Penalty: 6151.908203
	Iteration 90Q: 3 clusters Score -3.110674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 237935 members 
Entering Unmasked Estep 
Score: -31106768.000000 Penalty: 6151.908203
	Iteration 91Q: 3 clusters Score -3.110677e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 238022 members 
Entering Unmasked Estep 
Score: -31106712.000000 Penalty: 6151.908203
	Iteration 92Q: 3 clusters Score -3.110671e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 238118 members 
Entering Unmasked Estep 
Score: -31106708.000000 Penalty: 6151.908203
	Iteration 93Q: 3 clusters Score -3.110671e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 238217 members 
Entering Unmasked Estep 
Score: -31106662.000000 Penalty: 6151.908203
	Iteration 94Q: 3 clusters Score -3.110666e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 238300 members 
Entering Unmasked Estep 
Score: -31106650.000000 Penalty: 6151.908203
	Iteration 95Q: 3 clusters Score -3.110665e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 238392 members 
Entering Unmasked Estep 
Score: -31106668.000000 Penalty: 6151.908203
	Iteration 96Q: 3 clusters Score -3.110667e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 238467 members 
Entering Unmasked Estep 
Score: -31106700.000000 Penalty: 6151.908203
	Iteration 97Q: 3 clusters Score -3.11067e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 238519 members 
Entering Unmasked Estep 
Score: -31106640.000000 Penalty: 6151.908203
	Iteration 98Q: 3 clusters Score -3.110664e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 238578 members 
Entering Unmasked Estep 
Score: -31106632.000000 Penalty: 6151.908203
	Iteration 99Q: 3 clusters Score -3.110663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 238640 members 
Entering Unmasked Estep 
Score: -31106620.000000 Penalty: 6151.908203
	Iteration 100F: 3 clusters Score -3.110662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 238694 members 
Entering Unmasked Estep 
Score: -31106612.000000 Penalty: 6151.908203
	Iteration 101Q: 3 clusters Score -3.110661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 238749 members 
Entering Unmasked Estep 
Score: -31106650.000000 Penalty: 6151.908203
	Iteration 102Q: 3 clusters Score -3.110665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 238799 members 
Entering Unmasked Estep 
Score: -31106652.000000 Penalty: 6151.908203
	Iteration 103Q: 3 clusters Score -3.110665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 238842 members 
Entering Unmasked Estep 
Score: -31106642.000000 Penalty: 6151.908203
	Iteration 104Q: 3 clusters Score -3.110664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 238892 members 
Entering Unmasked Estep 
Score: -31106650.000000 Penalty: 6151.908203
	Iteration 105Q: 3 clusters Score -3.110665e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 238947 members 
Entering Unmasked Estep 
Score: -31106636.000000 Penalty: 6151.908203
	Iteration 106Q: 3 clusters Score -3.110664e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 239002 members 
Entering Unmasked Estep 
Score: -31106618.000000 Penalty: 6151.908203
	Iteration 107Q: 3 clusters Score -3.110662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 239059 members 
Entering Unmasked Estep 
Score: -31106598.000000 Penalty: 6151.908203
	Iteration 108Q: 3 clusters Score -3.11066e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 239116 members 
Entering Unmasked Estep 
Score: -31106608.000000 Penalty: 6151.908203
	Iteration 109Q: 3 clusters Score -3.110661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 239171 members 
Entering Unmasked Estep 
Score: -31106576.000000 Penalty: 6151.908203
	Iteration 110Q: 3 clusters Score -3.110658e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 239218 members 
Entering Unmasked Estep 
Score: -31106570.000000 Penalty: 6151.908203
	Iteration 111Q: 3 clusters Score -3.110657e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 239253 members 
Entering Unmasked Estep 
Score: -31106570.000000 Penalty: 6151.908203
	Iteration 112Q: 3 clusters Score -3.110657e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 239290 members 
Entering Unmasked Estep 
Score: -31106578.000000 Penalty: 6151.908203
	Iteration 113Q: 3 clusters Score -3.110658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 239327 members 
Entering Unmasked Estep 
Score: -31106574.000000 Penalty: 6151.908203
	Iteration 114Q: 3 clusters Score -3.110657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 239365 members 
Entering Unmasked Estep 
Score: -31106540.000000 Penalty: 6151.908203
	Iteration 115Q: 3 clusters Score -3.110654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 239407 members 
Entering Unmasked Estep 
Score: -31106548.000000 Penalty: 6151.908203
	Iteration 116Q: 3 clusters Score -3.110655e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 239452 members 
Entering Unmasked Estep 
Score: -31106522.000000 Penalty: 6151.908203
	Iteration 117Q: 3 clusters Score -3.110652e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 239512 members 
Entering Unmasked Estep 
Score: -31106552.000000 Penalty: 6151.908203
	Iteration 118Q: 3 clusters Score -3.110655e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 239584 members 
Entering Unmasked Estep 
Score: -31106564.000000 Penalty: 6151.908203
	Iteration 119Q: 3 clusters Score -3.110656e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 239666 members 
Entering Unmasked Estep 
Score: -31106522.000000 Penalty: 6151.908203
	Iteration 120F: 3 clusters Score -3.110652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 239740 members 
Entering Unmasked Estep 
Score: -31106546.000000 Penalty: 6151.908203
	Iteration 121Q: 3 clusters Score -3.110655e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 239816 members 
Entering Unmasked Estep 
Score: -31106542.000000 Penalty: 6151.908203
	Iteration 122Q: 3 clusters Score -3.110654e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 239899 members 
Entering Unmasked Estep 
Score: -31106546.000000 Penalty: 6151.908203
	Iteration 123Q: 3 clusters Score -3.110655e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 239989 members 
Entering Unmasked Estep 
Score: -31106556.000000 Penalty: 6151.908203
	Iteration 124Q: 3 clusters Score -3.110656e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 240094 members 
Entering Unmasked Estep 
Score: -31106526.000000 Penalty: 6151.908203
	Iteration 125Q: 3 clusters Score -3.110653e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 240192 members 
Entering Unmasked Estep 
Score: -31106496.000000 Penalty: 6151.908203
	Iteration 126Q: 3 clusters Score -3.11065e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 240260 members 
Entering Unmasked Estep 
Score: -31106508.000000 Penalty: 6151.908203
	Iteration 127Q: 3 clusters Score -3.110651e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 240335 members 
Entering Unmasked Estep 
Score: -31106512.000000 Penalty: 6151.908203
	Iteration 128Q: 3 clusters Score -3.110651e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 240410 members 
Entering Unmasked Estep 
Score: -31106490.000000 Penalty: 6151.908203
	Iteration 129Q: 3 clusters Score -3.110649e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 240480 members 
Entering Unmasked Estep 
Score: -31106436.000000 Penalty: 6151.908203
	Iteration 130Q: 3 clusters Score -3.110644e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 240567 members 
Entering Unmasked Estep 
Score: -31106418.000000 Penalty: 6151.908203
	Iteration 131Q: 3 clusters Score -3.110642e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 240646 members 
Entering Unmasked Estep 
Score: -31106424.000000 Penalty: 6151.908203
	Iteration 132Q: 3 clusters Score -3.110642e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 240738 members 
Entering Unmasked Estep 
Score: -31106426.000000 Penalty: 6151.908203
	Iteration 133Q: 3 clusters Score -3.110643e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 240831 members 
Entering Unmasked Estep 
Score: -31106442.000000 Penalty: 6151.908203
	Iteration 134Q: 3 clusters Score -3.110644e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 240920 members 
Entering Unmasked Estep 
Score: -31106450.000000 Penalty: 6151.908203
	Iteration 135Q: 3 clusters Score -3.110645e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 240998 members 
Entering Unmasked Estep 
Score: -31106488.000000 Penalty: 6151.908203
	Iteration 136Q: 3 clusters Score -3.110649e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 241077 members 
Entering Unmasked Estep 
Score: -31106448.000000 Penalty: 6151.908203
	Iteration 137Q: 3 clusters Score -3.110645e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 241163 members 
Entering Unmasked Estep 
Score: -31106456.000000 Penalty: 6151.908203
	Iteration 138Q: 3 clusters Score -3.110646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 241252 members 
Entering Unmasked Estep 
Score: -31106424.000000 Penalty: 6151.908203
	Iteration 139Q: 3 clusters Score -3.110642e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 241322 members 
Entering Unmasked Estep 
Score: -31106376.000000 Penalty: 6151.908203
	Iteration 140F: 3 clusters Score -3.110638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 241371 members 
Entering Unmasked Estep 
Score: -31106374.000000 Penalty: 6151.908203
	Iteration 141Q: 3 clusters Score -3.110637e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 241421 members 
Entering Unmasked Estep 
Score: -31106308.000000 Penalty: 6151.908203
	Iteration 142Q: 3 clusters Score -3.110631e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 241480 members 
Entering Unmasked Estep 
Score: -31106348.000000 Penalty: 6151.908203
	Iteration 143Q: 3 clusters Score -3.110635e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 241533 members 
Entering Unmasked Estep 
Score: -31106330.000000 Penalty: 6151.908203
	Iteration 144Q: 3 clusters Score -3.110633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 241580 members 
Entering Unmasked Estep 
Score: -31106314.000000 Penalty: 6151.908203
	Iteration 145Q: 3 clusters Score -3.110631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 241632 members 
Entering Unmasked Estep 
Score: -31106308.000000 Penalty: 6151.908203
	Iteration 146Q: 3 clusters Score -3.110631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 241685 members 
Entering Unmasked Estep 
Score: -31106316.000000 Penalty: 6151.908203
	Iteration 147Q: 3 clusters Score -3.110632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 241743 members 
Entering Unmasked Estep 
Score: -31106312.000000 Penalty: 6151.908203
	Iteration 148Q: 3 clusters Score -3.110631e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 241786 members 
Entering Unmasked Estep 
Score: -31106304.000000 Penalty: 6151.908203
	Iteration 149Q: 3 clusters Score -3.11063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 241811 members 
Entering Unmasked Estep 
Score: -31106284.000000 Penalty: 6151.908203
	Iteration 150Q: 3 clusters Score -3.110628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 241844 members 
Entering Unmasked Estep 
Score: -31106276.000000 Penalty: 6151.908203
	Iteration 151Q: 3 clusters Score -3.110628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 241873 members 
Entering Unmasked Estep 
Score: -31106254.000000 Penalty: 6151.908203
	Iteration 152Q: 3 clusters Score -3.110625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 241898 members 
Entering Unmasked Estep 
Score: -31106286.000000 Penalty: 6151.908203
	Iteration 153Q: 3 clusters Score -3.110629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 241923 members 
Entering Unmasked Estep 
Score: -31106250.000000 Penalty: 6151.908203
	Iteration 154Q: 3 clusters Score -3.110625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 241947 members 
Entering Unmasked Estep 
Score: -31106284.000000 Penalty: 6151.908203
	Iteration 155Q: 3 clusters Score -3.110628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 241971 members 
Entering Unmasked Estep 
Score: -31106318.000000 Penalty: 6151.908203
	Iteration 156Q: 3 clusters Score -3.110632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 241988 members 
Entering Unmasked Estep 
Score: -31106292.000000 Penalty: 6151.908203
	Iteration 157Q: 3 clusters Score -3.110629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 242007 members 
Entering Unmasked Estep 
Score: -31106296.000000 Penalty: 6151.908203
	Iteration 158Q: 3 clusters Score -3.11063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 242026 members 
Entering Unmasked Estep 
Score: -31106310.000000 Penalty: 6151.908203
	Iteration 159Q: 3 clusters Score -3.110631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 242038 members 
Entering Unmasked Estep 
Score: -31106312.000000 Penalty: 6151.908203
	Iteration 160F: 3 clusters Score -3.110631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 242051 members 
Entering Unmasked Estep 
Score: -31106284.000000 Penalty: 6151.908203
	Iteration 161Q: 3 clusters Score -3.110628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 242064 members 
Entering Unmasked Estep 
Score: -31106290.000000 Penalty: 6151.908203
	Iteration 162Q: 3 clusters Score -3.110629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 242082 members 
Entering Unmasked Estep 
Score: -31106284.000000 Penalty: 6151.908203
	Iteration 163Q: 3 clusters Score -3.110628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 242098 members 
Entering Unmasked Estep 
Score: -31106268.000000 Penalty: 6151.908203
	Iteration 164Q: 3 clusters Score -3.110627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 242111 members 
Entering Unmasked Estep 
Score: -31106268.000000 Penalty: 6151.908203
	Iteration 165Q: 3 clusters Score -3.110627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 242119 members 
Entering Unmasked Estep 
Score: -31106300.000000 Penalty: 6151.908203
	Iteration 166Q: 3 clusters Score -3.11063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 242126 members 
Entering Unmasked Estep 
Score: -31106288.000000 Penalty: 6151.908203
	Iteration 167Q: 3 clusters Score -3.110629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 242129 members 
Entering Unmasked Estep 
Score: -31106288.000000 Penalty: 6151.908203
	Iteration 168Q: 3 clusters Score -3.110629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 242132 members 
Entering Unmasked Estep 
Score: -31106300.000000 Penalty: 6151.908203
	Iteration 169Q: 3 clusters Score -3.11063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 242139 members 
Entering Unmasked Estep 
Score: -31106292.000000 Penalty: 6151.908203
	Iteration 170Q: 3 clusters Score -3.110629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 242145 members 
Entering Unmasked Estep 
Score: -31106292.000000 Penalty: 6151.908203
	Iteration 171Q: 3 clusters Score -3.110629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 242147 members 
Entering Unmasked Estep 
Score: -31106290.000000 Penalty: 6151.908203
	Iteration 172Q: 3 clusters Score -3.110629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 242157 members 
Entering Unmasked Estep 
Score: -31106310.000000 Penalty: 6151.908203
	Iteration 173Q: 3 clusters Score -3.110631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 242167 members 
Entering Unmasked Estep 
Score: -31106340.000000 Penalty: 6151.908203
	Iteration 174Q: 3 clusters Score -3.110634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 242174 members 
Entering Unmasked Estep 
Score: -31106310.000000 Penalty: 6151.908203
	Iteration 175Q: 3 clusters Score -3.110631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 242183 members 
Entering Unmasked Estep 
Score: -31106320.000000 Penalty: 6151.908203
	Iteration 176Q: 3 clusters Score -3.110632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 242192 members 
Entering Unmasked Estep 
Score: -31106342.000000 Penalty: 6151.908203
	Iteration 177Q: 3 clusters Score -3.110634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 242202 members 
Entering Unmasked Estep 
Score: -31106334.000000 Penalty: 6151.908203
	Iteration 178Q: 3 clusters Score -3.110633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 242207 members 
Entering Unmasked Estep 
Score: -31106352.000000 Penalty: 6151.908203
	Iteration 179Q: 3 clusters Score -3.110635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 242213 members 
Entering Unmasked Estep 
Score: -31106352.000000 Penalty: 6151.908203
	Iteration 180F: 3 clusters Score -3.110635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 242216 members 
Entering Unmasked Estep 
Score: -31106354.000000 Penalty: 6151.908203
	Iteration 181Q: 3 clusters Score -3.110635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 242219 members 
Entering Unmasked Estep 
Score: -31106376.000000 Penalty: 6151.908203
	Iteration 182Q: 3 clusters Score -3.110638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 242220 members 
Entering Unmasked Estep 
Score: -31106374.000000 Penalty: 6151.908203
	Iteration 183Q: 3 clusters Score -3.110637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 242224 members 
Entering Unmasked Estep 
Score: -31106358.000000 Penalty: 6151.908203
	Iteration 184Q: 3 clusters Score -3.110636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 242229 members 
Entering Unmasked Estep 
Score: -31106364.000000 Penalty: 6151.908203
	Iteration 185Q: 3 clusters Score -3.110636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 242232 members 
Entering Unmasked Estep 
Score: -31106372.000000 Penalty: 6151.908203
	Iteration 186Q: 3 clusters Score -3.110637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 242235 members 
Entering Unmasked Estep 
Score: -31106370.000000 Penalty: 6151.908203
	Iteration 187Q: 3 clusters Score -3.110637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 242239 members 
Entering Unmasked Estep 
Score: -31106378.000000 Penalty: 6151.908203
	Iteration 188Q: 3 clusters Score -3.110638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 242239 members 
Entering Unmasked Estep 
Score: -31106370.000000 Penalty: 6151.908203
	Iteration 189Q: 3 clusters Score -3.110637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 242239 members 
Entering Unmasked Estep 
Score: -31106360.000000 Penalty: 6151.908203
	Iteration 190Q: 3 clusters Score -3.110636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 242242 members 
Entering Unmasked Estep 
Score: -31106360.000000 Penalty: 6151.908203
	Iteration 191Q: 3 clusters Score -3.110636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 242243 members 
Entering Unmasked Estep 
Score: -31106350.000000 Penalty: 6151.908203
	Iteration 192Q: 3 clusters Score -3.110635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 242243 members 
Entering Unmasked Estep 
Score: -31106350.000000 Penalty: 6151.908203
	Iteration 193F: 3 clusters Score -3.110635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170732 members 
Entering Unmasked Estep 
Score: -21939050.000000 Penalty: 2987.866943
	Iteration 0F: 2 clusters Score -2.193905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -21826216.000000 Penalty: 5975.733887
	Iteration 0F: 3 clusters Score -2.182622e+07 nChanged 82121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -21875012.000000 Penalty: 5975.733887
	Iteration 1F: 3 clusters Score -2.187501e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -21876684.000000 Penalty: 5975.733887
	Iteration 2Q: 3 clusters Score -2.187668e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -21878854.000000 Penalty: 5975.733887
	Iteration 3Q: 3 clusters Score -2.187885e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -21882210.000000 Penalty: 5975.733887
	Iteration 4Q: 3 clusters Score -2.188221e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -21886884.000000 Penalty: 5975.733887
	Iteration 5F: 3 clusters Score -2.188688e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -21893662.000000 Penalty: 5975.733887
	Iteration 6F: 3 clusters Score -2.189366e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -21901924.000000 Penalty: 5975.733887
	Iteration 7F: 3 clusters Score -2.190192e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83104 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -21909008.000000 Penalty: 5975.733887
	Iteration 8F: 3 clusters Score -2.190901e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -21912378.000000 Penalty: 5975.733887
	Iteration 9Q: 3 clusters Score -2.191238e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -21913648.000000 Penalty: 5975.733887
	Iteration 10Q: 3 clusters Score -2.191365e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -21914112.000000 Penalty: 5975.733887
	Iteration 11Q: 3 clusters Score -2.191411e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -21914318.000000 Penalty: 5975.733887
	Iteration 12Q: 3 clusters Score -2.191432e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -21914536.000000 Penalty: 5975.733887
	Iteration 13Q: 3 clusters Score -2.191454e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
Score: -21914874.000000 Penalty: 5975.733887
	Iteration 14Q: 3 clusters Score -2.191487e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -21915150.000000 Penalty: 5975.733887
	Iteration 15Q: 3 clusters Score -2.191515e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -21915418.000000 Penalty: 5975.733887
	Iteration 16Q: 3 clusters Score -2.191542e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -21915772.000000 Penalty: 5975.733887
	Iteration 17Q: 3 clusters Score -2.191577e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -21916140.000000 Penalty: 5975.733887
	Iteration 18Q: 3 clusters Score -2.191614e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -21916636.000000 Penalty: 5975.733887
	Iteration 19Q: 3 clusters Score -2.191664e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -21917154.000000 Penalty: 5975.733887
	Iteration 20F: 3 clusters Score -2.191715e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -21917524.000000 Penalty: 5975.733887
	Iteration 21Q: 3 clusters Score -2.191752e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -21917934.000000 Penalty: 5975.733887
	Iteration 22Q: 3 clusters Score -2.191793e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -21918378.000000 Penalty: 5975.733887
	Iteration 23Q: 3 clusters Score -2.191838e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -21918828.000000 Penalty: 5975.733887
	Iteration 24Q: 3 clusters Score -2.191883e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -21919210.000000 Penalty: 5975.733887
	Iteration 25Q: 3 clusters Score -2.191921e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -21919522.000000 Penalty: 5975.733887
	Iteration 26Q: 3 clusters Score -2.191952e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -21919952.000000 Penalty: 5975.733887
	Iteration 27Q: 3 clusters Score -2.191995e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -21920330.000000 Penalty: 5975.733887
	Iteration 28Q: 3 clusters Score -2.192033e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 108333 members 
Entering Unmasked Estep 
Score: -21920598.000000 Penalty: 5975.733887
	Iteration 29Q: 3 clusters Score -2.19206e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -21920808.000000 Penalty: 5975.733887
	Iteration 30Q: 3 clusters Score -2.192081e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 111334 members 
Entering Unmasked Estep 
Score: -21921008.000000 Penalty: 5975.733887
	Iteration 31Q: 3 clusters Score -2.192101e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 112805 members 
Entering Unmasked Estep 
Score: -21921172.000000 Penalty: 5975.733887
	Iteration 32Q: 3 clusters Score -2.192117e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 114299 members 
Entering Unmasked Estep 
Score: -21921410.000000 Penalty: 5975.733887
	Iteration 33Q: 3 clusters Score -2.192141e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -21921680.000000 Penalty: 5975.733887
	Iteration 34Q: 3 clusters Score -2.192168e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -21921856.000000 Penalty: 5975.733887
	Iteration 35Q: 3 clusters Score -2.192186e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 118933 members 
Entering Unmasked Estep 
Score: -21922068.000000 Penalty: 5975.733887
	Iteration 36Q: 3 clusters Score -2.192207e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 120472 members 
Entering Unmasked Estep 
Score: -21922300.000000 Penalty: 5975.733887
	Iteration 37Q: 3 clusters Score -2.19223e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 121943 members 
Entering Unmasked Estep 
Score: -21922458.000000 Penalty: 5975.733887
	Iteration 38Q: 3 clusters Score -2.192246e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -21922730.000000 Penalty: 5975.733887
	Iteration 39Q: 3 clusters Score -2.192273e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -21922852.000000 Penalty: 5975.733887
	Iteration 40F: 3 clusters Score -2.192285e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -21923112.000000 Penalty: 5975.733887
	Iteration 41Q: 3 clusters Score -2.192311e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -21923334.000000 Penalty: 5975.733887
	Iteration 42Q: 3 clusters Score -2.192333e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -21923614.000000 Penalty: 5975.733887
	Iteration 43Q: 3 clusters Score -2.192361e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 130900 members 
Entering Unmasked Estep 
Score: -21923968.000000 Penalty: 5975.733887
	Iteration 44Q: 3 clusters Score -2.192397e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -21924326.000000 Penalty: 5975.733887
	Iteration 45Q: 3 clusters Score -2.192433e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 134202 members 
Entering Unmasked Estep 
Score: -21924722.000000 Penalty: 5975.733887
	Iteration 46Q: 3 clusters Score -2.192472e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -21925134.000000 Penalty: 5975.733887
	Iteration 47Q: 3 clusters Score -2.192513e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -21925404.000000 Penalty: 5975.733887
	Iteration 48Q: 3 clusters Score -2.19254e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -21925898.000000 Penalty: 5975.733887
	Iteration 49Q: 3 clusters Score -2.19259e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -21926404.000000 Penalty: 5975.733887
	Iteration 50Q: 3 clusters Score -2.19264e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 142801 members 
Entering Unmasked Estep 
Score: -21926852.000000 Penalty: 5975.733887
	Iteration 51Q: 3 clusters Score -2.192685e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 144498 members 
Entering Unmasked Estep 
Score: -21927356.000000 Penalty: 5975.733887
	Iteration 52Q: 3 clusters Score -2.192736e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -21927852.000000 Penalty: 5975.733887
	Iteration 53Q: 3 clusters Score -2.192785e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 147865 members 
Entering Unmasked Estep 
Score: -21928330.000000 Penalty: 5975.733887
	Iteration 54Q: 3 clusters Score -2.192833e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -21928824.000000 Penalty: 5975.733887
	Iteration 55Q: 3 clusters Score -2.192882e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -21929336.000000 Penalty: 5975.733887
	Iteration 56Q: 3 clusters Score -2.192934e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 152645 members 
Entering Unmasked Estep 
Score: -21929956.000000 Penalty: 5975.733887
	Iteration 57Q: 3 clusters Score -2.192996e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -21930628.000000 Penalty: 5975.733887
	Iteration 58Q: 3 clusters Score -2.193063e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -21931242.000000 Penalty: 5975.733887
	Iteration 59Q: 3 clusters Score -2.193124e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -21931852.000000 Penalty: 5975.733887
	Iteration 60F: 3 clusters Score -2.193185e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 158582 members 
Entering Unmasked Estep 
Score: -21932490.000000 Penalty: 5975.733887
	Iteration 61Q: 3 clusters Score -2.193249e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -21932940.000000 Penalty: 5975.733887
	Iteration 62Q: 3 clusters Score -2.193294e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -21933310.000000 Penalty: 5975.733887
	Iteration 63Q: 3 clusters Score -2.193331e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 162054 members 
Entering Unmasked Estep 
Score: -21933732.000000 Penalty: 5975.733887
	Iteration 64Q: 3 clusters Score -2.193373e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -21934162.000000 Penalty: 5975.733887
	Iteration 65Q: 3 clusters Score -2.193416e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 163878 members 
Entering Unmasked Estep 
Score: -21934566.000000 Penalty: 5975.733887
	Iteration 66Q: 3 clusters Score -2.193457e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 164632 members 
Entering Unmasked Estep 
Score: -21934878.000000 Penalty: 5975.733887
	Iteration 67Q: 3 clusters Score -2.193488e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -21935128.000000 Penalty: 5975.733887
	Iteration 68Q: 3 clusters Score -2.193513e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -21935314.000000 Penalty: 5975.733887
	Iteration 69Q: 3 clusters Score -2.193531e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 166350 members 
Entering Unmasked Estep 
Score: -21935466.000000 Penalty: 5975.733887
	Iteration 70Q: 3 clusters Score -2.193547e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 166816 members 
Entering Unmasked Estep 
Score: -21935564.000000 Penalty: 5975.733887
	Iteration 71Q: 3 clusters Score -2.193556e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 167246 members 
Entering Unmasked Estep 
Score: -21935692.000000 Penalty: 5975.733887
	Iteration 72Q: 3 clusters Score -2.193569e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -21935850.000000 Penalty: 5975.733887
	Iteration 73Q: 3 clusters Score -2.193585e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -21935958.000000 Penalty: 5975.733887
	Iteration 74Q: 3 clusters Score -2.193596e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 168163 members 
Entering Unmasked Estep 
Score: -21936036.000000 Penalty: 5975.733887
	Iteration 75Q: 3 clusters Score -2.193604e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -21936078.000000 Penalty: 5975.733887
	Iteration 76Q: 3 clusters Score -2.193608e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 168583 members 
Entering Unmasked Estep 
Score: -21936116.000000 Penalty: 5975.733887
	Iteration 77Q: 3 clusters Score -2.193612e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 168720 members 
Entering Unmasked Estep 
Score: -21936162.000000 Penalty: 5975.733887
	Iteration 78Q: 3 clusters Score -2.193616e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -21936202.000000 Penalty: 5975.733887
	Iteration 79Q: 3 clusters Score -2.19362e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -21936286.000000 Penalty: 5975.733887
	Iteration 80F: 3 clusters Score -2.193629e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 169052 members 
Entering Unmasked Estep 
Score: -21936314.000000 Penalty: 5975.733887
	Iteration 81Q: 3 clusters Score -2.193631e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -21936354.000000 Penalty: 5975.733887
	Iteration 82Q: 3 clusters Score -2.193635e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 169222 members 
Entering Unmasked Estep 
Score: -21936378.000000 Penalty: 5975.733887
	Iteration 83Q: 3 clusters Score -2.193638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -21936414.000000 Penalty: 5975.733887
	Iteration 84Q: 3 clusters Score -2.193641e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -21936468.000000 Penalty: 5975.733887
	Iteration 85Q: 3 clusters Score -2.193647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 169418 members 
Entering Unmasked Estep 
Score: -21936462.000000 Penalty: 5975.733887
	Iteration 86Q: 3 clusters Score -2.193646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 169469 members 
Entering Unmasked Estep 
Score: -21936532.000000 Penalty: 5975.733887
	Iteration 87Q: 3 clusters Score -2.193653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -21936564.000000 Penalty: 5975.733887
	Iteration 88Q: 3 clusters Score -2.193656e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 169532 members 
Entering Unmasked Estep 
Score: -21936574.000000 Penalty: 5975.733887
	Iteration 89Q: 3 clusters Score -2.193657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 169546 members 
Entering Unmasked Estep 
Score: -21936598.000000 Penalty: 5975.733887
	Iteration 90Q: 3 clusters Score -2.19366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -21936586.000000 Penalty: 5975.733887
	Iteration 91Q: 3 clusters Score -2.193659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 169576 members 
Entering Unmasked Estep 
Score: -21936592.000000 Penalty: 5975.733887
	Iteration 92Q: 3 clusters Score -2.193659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 169586 members 
Entering Unmasked Estep 
Score: -21936582.000000 Penalty: 5975.733887
	Iteration 93Q: 3 clusters Score -2.193658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 169608 members 
Entering Unmasked Estep 
Score: -21936614.000000 Penalty: 5975.733887
	Iteration 94Q: 3 clusters Score -2.193661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 169623 members 
Entering Unmasked Estep 
Score: -21936614.000000 Penalty: 5975.733887
	Iteration 95Q: 3 clusters Score -2.193661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -21936630.000000 Penalty: 5975.733887
	Iteration 96Q: 3 clusters Score -2.193663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 169647 members 
Entering Unmasked Estep 
Score: -21936660.000000 Penalty: 5975.733887
	Iteration 97Q: 3 clusters Score -2.193666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -21936680.000000 Penalty: 5975.733887
	Iteration 98Q: 3 clusters Score -2.193668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -21936656.000000 Penalty: 5975.733887
	Iteration 99Q: 3 clusters Score -2.193666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 169696 members 
Entering Unmasked Estep 
Score: -21936676.000000 Penalty: 5975.733887
	Iteration 100F: 3 clusters Score -2.193668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 169709 members 
Entering Unmasked Estep 
Score: -21936692.000000 Penalty: 5975.733887
	Iteration 101Q: 3 clusters Score -2.193669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 169721 members 
Entering Unmasked Estep 
Score: -21936708.000000 Penalty: 5975.733887
	Iteration 102Q: 3 clusters Score -2.193671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 169732 members 
Entering Unmasked Estep 
Score: -21936722.000000 Penalty: 5975.733887
	Iteration 103Q: 3 clusters Score -2.193672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 169741 members 
Entering Unmasked Estep 
Score: -21936716.000000 Penalty: 5975.733887
	Iteration 104Q: 3 clusters Score -2.193672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -21936712.000000 Penalty: 5975.733887
	Iteration 105Q: 3 clusters Score -2.193671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 169753 members 
Entering Unmasked Estep 
Score: -21936716.000000 Penalty: 5975.733887
	Iteration 106Q: 3 clusters Score -2.193672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 169760 members 
Entering Unmasked Estep 
Score: -21936710.000000 Penalty: 5975.733887
	Iteration 107Q: 3 clusters Score -2.193671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -21936700.000000 Penalty: 5975.733887
	Iteration 108Q: 3 clusters Score -2.19367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 169772 members 
Entering Unmasked Estep 
Score: -21936712.000000 Penalty: 5975.733887
	Iteration 109Q: 3 clusters Score -2.193671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 169778 members 
Entering Unmasked Estep 
Score: -21936702.000000 Penalty: 5975.733887
	Iteration 110Q: 3 clusters Score -2.19367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -21936712.000000 Penalty: 5975.733887
	Iteration 111Q: 3 clusters Score -2.193671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -21936718.000000 Penalty: 5975.733887
	Iteration 112Q: 3 clusters Score -2.193672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -21936710.000000 Penalty: 5975.733887
	Iteration 113Q: 3 clusters Score -2.193671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 169784 members 
Entering Unmasked Estep 
Score: -21936710.000000 Penalty: 5975.733887
	Iteration 114Q: 3 clusters Score -2.193671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -21936722.000000 Penalty: 5975.733887
	Iteration 115Q: 3 clusters Score -2.193672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -21936722.000000 Penalty: 5975.733887
	Iteration 116F: 3 clusters Score -2.193672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21274 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 206032 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184042 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32190 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187472 members 
Mstep: Class 22 contains 243541 members 
Mstep: Class 23 contains 170732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683920.000000 Penalty: 65918.976562
Iteration 359Q: 20 clusters Score -1.496839e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21273 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206028 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55184 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184048 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187475 members 
Mstep: Class 22 contains 243539 members 
Mstep: Class 23 contains 170733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 360F: 20 clusters Score -1.496839e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21271 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206025 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55184 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184051 members 
Mstep: Class 16 contains 63087 members 
Mstep: Class 18 contains 32189 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187482 members 
Mstep: Class 22 contains 243537 members 
Mstep: Class 23 contains 170729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683936.000000 Penalty: 65918.976562
Iteration 361Q: 20 clusters Score -1.496839e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21265 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206012 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55185 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184055 members 
Mstep: Class 16 contains 63086 members 
Mstep: Class 18 contains 32194 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187488 members 
Mstep: Class 22 contains 243539 members 
Mstep: Class 23 contains 170731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 362Q: 20 clusters Score -1.496838e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206011 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55186 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184054 members 
Mstep: Class 16 contains 63087 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187496 members 
Mstep: Class 22 contains 243537 members 
Mstep: Class 23 contains 170729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 363Q: 20 clusters Score -1.496839e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21258 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206013 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184058 members 
Mstep: Class 16 contains 63087 members 
Mstep: Class 18 contains 32194 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187497 members 
Mstep: Class 22 contains 243532 members 
Mstep: Class 23 contains 170728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 364Q: 20 clusters Score -1.496839e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206013 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55187 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184061 members 
Mstep: Class 16 contains 63088 members 
Mstep: Class 18 contains 32196 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187501 members 
Mstep: Class 22 contains 243523 members 
Mstep: Class 23 contains 170728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 365Q: 20 clusters Score -1.496838e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206014 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55187 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184062 members 
Mstep: Class 16 contains 63089 members 
Mstep: Class 18 contains 32197 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187509 members 
Mstep: Class 22 contains 243512 members 
Mstep: Class 23 contains 170728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683824.000000 Penalty: 65918.976562
Iteration 366Q: 20 clusters Score -1.496838e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55187 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184066 members 
Mstep: Class 16 contains 63090 members 
Mstep: Class 18 contains 32200 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187511 members 
Mstep: Class 22 contains 243500 members 
Mstep: Class 23 contains 170722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683824.000000 Penalty: 65918.976562
Iteration 367Q: 20 clusters Score -1.496838e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206031 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55187 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184068 members 
Mstep: Class 16 contains 63092 members 
Mstep: Class 18 contains 32201 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187510 members 
Mstep: Class 22 contains 243493 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 368Q: 20 clusters Score -1.496838e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206034 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184071 members 
Mstep: Class 16 contains 63092 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187512 members 
Mstep: Class 22 contains 243484 members 
Mstep: Class 23 contains 170716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 369Q: 20 clusters Score -1.496838e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206033 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55190 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184076 members 
Mstep: Class 16 contains 63092 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187512 members 
Mstep: Class 22 contains 243478 members 
Mstep: Class 23 contains 170716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 370Q: 20 clusters Score -1.496838e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21258 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206030 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184077 members 
Mstep: Class 16 contains 63092 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187515 members 
Mstep: Class 22 contains 243476 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 371Q: 20 clusters Score -1.496838e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206027 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184076 members 
Mstep: Class 16 contains 63092 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187518 members 
Mstep: Class 22 contains 243479 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 372Q: 20 clusters Score -1.496839e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21253 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206025 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184078 members 
Mstep: Class 16 contains 63093 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187519 members 
Mstep: Class 22 contains 243479 members 
Mstep: Class 23 contains 170718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 373Q: 20 clusters Score -1.496838e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21247 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206026 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184079 members 
Mstep: Class 16 contains 63094 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243483 members 
Mstep: Class 23 contains 170716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 374Q: 20 clusters Score -1.496839e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21242 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206024 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184080 members 
Mstep: Class 16 contains 63095 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187522 members 
Mstep: Class 22 contains 243485 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 375Q: 20 clusters Score -1.496838e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21236 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184082 members 
Mstep: Class 16 contains 63097 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187521 members 
Mstep: Class 22 contains 243489 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 376Q: 20 clusters Score -1.496838e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21229 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206024 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55190 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184081 members 
Mstep: Class 16 contains 63098 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187521 members 
Mstep: Class 22 contains 243496 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 377Q: 20 clusters Score -1.496838e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21226 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55189 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184081 members 
Mstep: Class 16 contains 63097 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187524 members 
Mstep: Class 22 contains 243499 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683744.000000 Penalty: 65918.976562
Iteration 378Q: 20 clusters Score -1.496837e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21223 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206022 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55189 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184084 members 
Mstep: Class 16 contains 63099 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187524 members 
Mstep: Class 22 contains 243498 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683728.000000 Penalty: 65918.976562
Iteration 379Q: 20 clusters Score -1.496837e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21220 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206023 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55189 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184088 members 
Mstep: Class 16 contains 63102 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187521 members 
Mstep: Class 22 contains 243496 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683728.000000 Penalty: 65918.976562
Iteration 380F: 20 clusters Score -1.496837e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21215 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206027 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55189 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184094 members 
Mstep: Class 16 contains 63106 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187515 members 
Mstep: Class 22 contains 243491 members 
Mstep: Class 23 contains 170719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 381Q: 20 clusters Score -1.496838e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21213 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206029 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184096 members 
Mstep: Class 16 contains 63107 members 
Mstep: Class 18 contains 32202 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187517 members 
Mstep: Class 22 contains 243488 members 
Mstep: Class 23 contains 170718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 382Q: 20 clusters Score -1.496838e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21210 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206031 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184098 members 
Mstep: Class 16 contains 63108 members 
Mstep: Class 18 contains 32203 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187518 members 
Mstep: Class 22 contains 243484 members 
Mstep: Class 23 contains 170718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 383Q: 20 clusters Score -1.496838e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206038 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184099 members 
Mstep: Class 16 contains 63108 members 
Mstep: Class 18 contains 32206 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187519 members 
Mstep: Class 22 contains 243475 members 
Mstep: Class 23 contains 170718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 384Q: 20 clusters Score -1.496838e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21203 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206047 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184096 members 
Mstep: Class 16 contains 63111 members 
Mstep: Class 18 contains 32211 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187518 members 
Mstep: Class 22 contains 243469 members 
Mstep: Class 23 contains 170715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 385Q: 20 clusters Score -1.496839e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21199 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206046 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184096 members 
Mstep: Class 16 contains 63114 members 
Mstep: Class 18 contains 32213 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243467 members 
Mstep: Class 23 contains 170714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683760.000000 Penalty: 65918.976562
Iteration 386Q: 20 clusters Score -1.496838e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21193 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206046 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184096 members 
Mstep: Class 16 contains 63113 members 
Mstep: Class 18 contains 32213 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243472 members 
Mstep: Class 23 contains 170716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 387Q: 20 clusters Score -1.496838e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21187 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206045 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184097 members 
Mstep: Class 16 contains 63116 members 
Mstep: Class 18 contains 32214 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187519 members 
Mstep: Class 22 contains 243474 members 
Mstep: Class 23 contains 170717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 388Q: 20 clusters Score -1.496838e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21183 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206046 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184099 members 
Mstep: Class 16 contains 63117 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243474 members 
Mstep: Class 23 contains 170715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 389Q: 20 clusters Score -1.496838e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21179 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206049 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55186 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184103 members 
Mstep: Class 16 contains 63117 members 
Mstep: Class 18 contains 32215 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187521 members 
Mstep: Class 22 contains 243476 members 
Mstep: Class 23 contains 170712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 390Q: 20 clusters Score -1.496839e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21175 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206055 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55186 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184103 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243475 members 
Mstep: Class 23 contains 170713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 391Q: 20 clusters Score -1.496838e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21170 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206062 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55187 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184103 members 
Mstep: Class 16 contains 63112 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243475 members 
Mstep: Class 23 contains 170713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 392Q: 20 clusters Score -1.496839e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21167 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206067 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55188 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184101 members 
Mstep: Class 16 contains 63109 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187521 members 
Mstep: Class 22 contains 243474 members 
Mstep: Class 23 contains 170715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683856.000000 Penalty: 65918.976562
Iteration 393Q: 20 clusters Score -1.496839e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21160 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206070 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55191 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184098 members 
Mstep: Class 16 contains 63109 members 
Mstep: Class 18 contains 32215 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187520 members 
Mstep: Class 22 contains 243477 members 
Mstep: Class 23 contains 170718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 394Q: 20 clusters Score -1.496839e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21157 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206074 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55194 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184097 members 
Mstep: Class 16 contains 63108 members 
Mstep: Class 18 contains 32214 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187521 members 
Mstep: Class 22 contains 243474 members 
Mstep: Class 23 contains 170719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683904.000000 Penalty: 65918.976562
Iteration 395Q: 20 clusters Score -1.496839e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21155 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206078 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55196 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184094 members 
Mstep: Class 16 contains 63109 members 
Mstep: Class 18 contains 32213 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187519 members 
Mstep: Class 22 contains 243472 members 
Mstep: Class 23 contains 170722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683872.000000 Penalty: 65918.976562
Iteration 396Q: 20 clusters Score -1.496839e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21154 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206083 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184096 members 
Mstep: Class 16 contains 63108 members 
Mstep: Class 18 contains 32214 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187513 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683888.000000 Penalty: 65918.976562
Iteration 397Q: 20 clusters Score -1.496839e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21153 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206084 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55198 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184099 members 
Mstep: Class 16 contains 63110 members 
Mstep: Class 18 contains 32215 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187506 members 
Mstep: Class 22 contains 243472 members 
Mstep: Class 23 contains 170721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683840.000000 Penalty: 65918.976562
Iteration 398Q: 20 clusters Score -1.496838e+08 nChanged 16
Entering ConstructFrom: 
Score: -149683840.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73957.914062 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73957.91 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74376.085938 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74376.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74561.429688 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74561.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74623.687500 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -74623.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74691.171875 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -74691.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74770.765625 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -74770.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74846.773438 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -74846.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74892.843750 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -74892.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74919.562500 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -74919.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74941.078125 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -74941.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74974.687500 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -74974.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74999.039062 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -74999.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75013.039062 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -75013.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75017.804688 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -75017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75017.804688 Penalty: 3266.741211
	Iteration 14F: 3 clusters Score -75017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Entering Unmasked Estep 
Score: -2707720.250000 Penalty: 2469.941650
	Iteration 0F: 2 clusters Score -2707720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2692771.250000 Penalty: 4939.883301
	Iteration 0F: 3 clusters Score -2692771 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2697693.750000 Penalty: 4939.883301
	Iteration 1F: 3 clusters Score -2697694 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2698054.250000 Penalty: 4939.883301
	Iteration 2F: 3 clusters Score -2698054 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2698319.250000 Penalty: 4939.883301
	Iteration 3Q: 3 clusters Score -2698319 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2698546.250000 Penalty: 4939.883301
	Iteration 4Q: 3 clusters Score -2698546 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2698750.000000 Penalty: 4939.883301
	Iteration 5Q: 3 clusters Score -2698750 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2698972.000000 Penalty: 4939.883301
	Iteration 6Q: 3 clusters Score -2698972 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2699249.500000 Penalty: 4939.883301
	Iteration 7Q: 3 clusters Score -2699250 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2699646.250000 Penalty: 4939.883301
	Iteration 8Q: 3 clusters Score -2699646 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2700193.500000 Penalty: 4939.883301
	Iteration 9Q: 3 clusters Score -2700194 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2701078.500000 Penalty: 4939.883301
	Iteration 10F: 3 clusters Score -2701078 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2702225.750000 Penalty: 4939.883301
	Iteration 11F: 3 clusters Score -2702226 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2703403.500000 Penalty: 4939.883301
	Iteration 12F: 3 clusters Score -2703404 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2704373.500000 Penalty: 4939.883301
	Iteration 13Q: 3 clusters Score -2704374 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2704951.250000 Penalty: 4939.883301
	Iteration 14Q: 3 clusters Score -2704951 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2705221.000000 Penalty: 4939.883301
	Iteration 15Q: 3 clusters Score -2705221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2705330.000000 Penalty: 4939.883301
	Iteration 16Q: 3 clusters Score -2705330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2705419.000000 Penalty: 4939.883301
	Iteration 17Q: 3 clusters Score -2705419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2705461.000000 Penalty: 4939.883301
	Iteration 18Q: 3 clusters Score -2705461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2705490.000000 Penalty: 4939.883301
	Iteration 19Q: 3 clusters Score -2705490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2705507.000000 Penalty: 4939.883301
	Iteration 20F: 3 clusters Score -2705507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2705513.000000 Penalty: 4939.883301
	Iteration 21Q: 3 clusters Score -2705513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2705517.750000 Penalty: 4939.883301
	Iteration 22Q: 3 clusters Score -2705518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2705532.000000 Penalty: 4939.883301
	Iteration 23Q: 3 clusters Score -2705532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2705539.750000 Penalty: 4939.883301
	Iteration 24Q: 3 clusters Score -2705540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2705543.000000 Penalty: 4939.883301
	Iteration 25Q: 3 clusters Score -2705543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2705552.500000 Penalty: 4939.883301
	Iteration 26Q: 3 clusters Score -2705552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2705560.500000 Penalty: 4939.883301
	Iteration 27Q: 3 clusters Score -2705560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2705571.500000 Penalty: 4939.883301
	Iteration 28Q: 3 clusters Score -2705572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2705575.250000 Penalty: 4939.883301
	Iteration 29Q: 3 clusters Score -2705575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2705574.500000 Penalty: 4939.883301
	Iteration 30Q: 3 clusters Score -2705574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2705574.500000 Penalty: 4939.883301
	Iteration 31F: 3 clusters Score -2705574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28464.742188 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28464.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28621.531250 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28621.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28714.064453 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -28714.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28788.273438 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28788.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28865.591797 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28865.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28930.242188 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28930.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28975.296875 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28986.236328 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -28986.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28999.232422 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -28999.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29010.140625 Penalty: 2830.726807
	Iteration 9Q: 3 clusters Score -29010.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29013.779297 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -29013.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29013.779297 Penalty: 2830.726807
	Iteration 11F: 3 clusters Score -29013.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -228520.250000 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -228520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -225959.828125 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -225959.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226447.515625 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -226447.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -226591.328125 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -226591.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226662.984375 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -226663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -226710.078125 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -226710.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -226748.875000 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -226748.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -226772.187500 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -226772.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226785.203125 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -226785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226795.218750 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -226795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -226803.359375 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -226803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -226811.187500 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -226811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -226820.265625 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -226820.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -226832.296875 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -226832.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -226841.062500 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -226841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226846.828125 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -226846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -226847.828125 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -226847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -226848.984375 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -226849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -226848.984375 Penalty: 3750.316162
	Iteration 17F: 3 clusters Score -226849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206081 members 
Entering Unmasked Estep 
Score: -26370046.000000 Penalty: 3034.534180
	Iteration 0F: 2 clusters Score -2.637005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 102693 members 
Entering Unmasked Estep 
Score: -26236514.000000 Penalty: 6069.068359
	Iteration 0F: 3 clusters Score -2.623651e+07 nChanged 98961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -26293966.000000 Penalty: 6069.068359
	Iteration 1F: 3 clusters Score -2.629397e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -26295640.000000 Penalty: 6069.068359
	Iteration 2Q: 3 clusters Score -2.629564e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119310 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -26298356.000000 Penalty: 6069.068359
	Iteration 3Q: 3 clusters Score -2.629836e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -26302982.000000 Penalty: 6069.068359
	Iteration 4Q: 3 clusters Score -2.630298e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141936 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -26311402.000000 Penalty: 6069.068359
	Iteration 5F: 3 clusters Score -2.63114e+07 nChanged 17764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -26326122.000000 Penalty: 6069.068359
	Iteration 6F: 3 clusters Score -2.632612e+07 nChanged 19178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178802 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -26343952.000000 Penalty: 6069.068359
	Iteration 7F: 3 clusters Score -2.634395e+07 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193931 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -26357682.000000 Penalty: 6069.068359
	Iteration 8F: 3 clusters Score -2.635768e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201628 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -26363850.000000 Penalty: 6069.068359
	Iteration 9Q: 3 clusters Score -2.636385e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204425 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -26365914.000000 Penalty: 6069.068359
	Iteration 10Q: 3 clusters Score -2.636591e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205280 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -26366738.000000 Penalty: 6069.068359
	Iteration 11Q: 3 clusters Score -2.636674e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205558 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -26367064.000000 Penalty: 6069.068359
	Iteration 12Q: 3 clusters Score -2.636706e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205660 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -26367224.000000 Penalty: 6069.068359
	Iteration 13Q: 3 clusters Score -2.636722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205703 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26367296.000000 Penalty: 6069.068359
	Iteration 14Q: 3 clusters Score -2.63673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205719 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26367332.000000 Penalty: 6069.068359
	Iteration 15Q: 3 clusters Score -2.636733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205733 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26367368.000000 Penalty: 6069.068359
	Iteration 16Q: 3 clusters Score -2.636737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205742 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26367374.000000 Penalty: 6069.068359
	Iteration 17Q: 3 clusters Score -2.636737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205753 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26367396.000000 Penalty: 6069.068359
	Iteration 18Q: 3 clusters Score -2.63674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205753 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26367400.000000 Penalty: 6069.068359
	Iteration 19Q: 3 clusters Score -2.63674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205752 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26367410.000000 Penalty: 6069.068359
	Iteration 20F: 3 clusters Score -2.636741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205749 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26367404.000000 Penalty: 6069.068359
	Iteration 21Q: 3 clusters Score -2.63674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205756 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26367432.000000 Penalty: 6069.068359
	Iteration 22Q: 3 clusters Score -2.636743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205763 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26367440.000000 Penalty: 6069.068359
	Iteration 23Q: 3 clusters Score -2.636744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205769 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26367452.000000 Penalty: 6069.068359
	Iteration 24Q: 3 clusters Score -2.636745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205774 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26367470.000000 Penalty: 6069.068359
	Iteration 25Q: 3 clusters Score -2.636747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205775 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26367490.000000 Penalty: 6069.068359
	Iteration 26Q: 3 clusters Score -2.636749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205776 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26367490.000000 Penalty: 6069.068359
	Iteration 27Q: 3 clusters Score -2.636749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205778 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26367500.000000 Penalty: 6069.068359
	Iteration 28Q: 3 clusters Score -2.63675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205777 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26367484.000000 Penalty: 6069.068359
	Iteration 29Q: 3 clusters Score -2.636748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205776 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26367490.000000 Penalty: 6069.068359
	Iteration 30Q: 3 clusters Score -2.636749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205775 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26367490.000000 Penalty: 6069.068359
	Iteration 31Q: 3 clusters Score -2.636749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205775 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26367490.000000 Penalty: 6069.068359
	Iteration 32F: 3 clusters Score -2.636749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 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 296 members 
Entering Unmasked Estep 
Score: -58785.148438 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58785.15 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59336.429688 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59336.43 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59851.789062 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59851.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60203.011719 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -60203.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -60392.378906 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -60392.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60473.152344 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -60473.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60677.386719 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -60677.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60854.988281 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -60854.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60870.285156 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -60870.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60880.050781 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -60880.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60882.929688 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -60882.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60893.988281 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -60893.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60929.683594 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -60929.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60968.500000 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -60968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61059.882812 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -61059.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61152.574219 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -61152.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61152.574219 Penalty: 3153.489746
	Iteration 16F: 3 clusters Score -61152.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21151 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206081 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55198 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 182 members 
Mstep: Class 14 contains 184102 members 
Mstep: Class 16 contains 63110 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187507 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170723 members 
Entering Unmasked Estep 
Score: -149682832.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149683840.000000 to -149682832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61701.332031 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61701.33 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61994.136719 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61994.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62235.101562 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -62235.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62412.335938 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -62412.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62540.101562 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -62540.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62646.835938 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62646.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62746.472656 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62746.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62793.128906 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62793.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62804.464844 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62804.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62815.234375 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62815.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62819.820312 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -62819.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -62819.820312 Penalty: 3152.629395
	Iteration 11F: 3 clusters Score -62819.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38864.578125 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38864.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39004.562500 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -39004.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39034.011719 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39034.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39068.675781 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39068.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39088.355469 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39088.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39108.007812 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39108.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39137.203125 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39144.812500 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39144.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39148.730469 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -39148.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39151.339844 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -39151.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39158.527344 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -39158.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39166.988281 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -39166.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39170.273438 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -39170.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39177.988281 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -39177.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39180.445312 Penalty: 2942.393555
	Iteration 14Q: 3 clusters Score -39180.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39184.957031 Penalty: 2942.393555
	Iteration 15Q: 3 clusters Score -39184.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39190.257812 Penalty: 2942.393555
	Iteration 16Q: 3 clusters Score -39190.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39190.257812 Penalty: 2942.393555
	Iteration 17F: 3 clusters Score -39190.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Entering Unmasked Estep 
Score: -1456887.750000 Penalty: 2312.314209
	Iteration 0F: 2 clusters Score -1456888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1448369.500000 Penalty: 4624.628418
	Iteration 0F: 3 clusters Score -1448370 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1450862.875000 Penalty: 4624.628418
	Iteration 1F: 3 clusters Score -1450863 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1451159.125000 Penalty: 4624.628418
	Iteration 2F: 3 clusters Score -1451159 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1451386.125000 Penalty: 4624.628418
	Iteration 3Q: 3 clusters Score -1451386 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1451588.250000 Penalty: 4624.628418
	Iteration 4Q: 3 clusters Score -1451588 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1451758.500000 Penalty: 4624.628418
	Iteration 5Q: 3 clusters Score -1451758 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1451909.500000 Penalty: 4624.628418
	Iteration 6Q: 3 clusters Score -1451910 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1452052.625000 Penalty: 4624.628418
	Iteration 7Q: 3 clusters Score -1452053 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1452172.750000 Penalty: 4624.628418
	Iteration 8Q: 3 clusters Score -1452173 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1452310.750000 Penalty: 4624.628418
	Iteration 9Q: 3 clusters Score -1452311 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1452468.000000 Penalty: 4624.628418
	Iteration 10Q: 3 clusters Score -1452468 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1452663.500000 Penalty: 4624.628418
	Iteration 11Q: 3 clusters Score -1452664 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1452893.875000 Penalty: 4624.628418
	Iteration 12Q: 3 clusters Score -1452894 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1453115.125000 Penalty: 4624.628418
	Iteration 13Q: 3 clusters Score -1453115 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1453328.250000 Penalty: 4624.628418
	Iteration 14Q: 3 clusters Score -1453328 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1453516.000000 Penalty: 4624.628418
	Iteration 15Q: 3 clusters Score -1453516 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1453688.500000 Penalty: 4624.628418
	Iteration 16Q: 3 clusters Score -1453688 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1453826.750000 Penalty: 4624.628418
	Iteration 17Q: 3 clusters Score -1453827 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1453958.500000 Penalty: 4624.628418
	Iteration 18Q: 3 clusters Score -1453958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1454059.750000 Penalty: 4624.628418
	Iteration 19Q: 3 clusters Score -1454060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1454140.875000 Penalty: 4624.628418
	Iteration 20F: 3 clusters Score -1454141 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1454211.375000 Penalty: 4624.628418
	Iteration 21Q: 3 clusters Score -1454211 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1454275.250000 Penalty: 4624.628418
	Iteration 22Q: 3 clusters Score -1454275 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1454335.875000 Penalty: 4624.628418
	Iteration 23Q: 3 clusters Score -1454336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1454382.875000 Penalty: 4624.628418
	Iteration 24Q: 3 clusters Score -1454383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1454430.000000 Penalty: 4624.628418
	Iteration 25Q: 3 clusters Score -1454430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1454476.125000 Penalty: 4624.628418
	Iteration 26Q: 3 clusters Score -1454476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1454522.125000 Penalty: 4624.628418
	Iteration 27Q: 3 clusters Score -1454522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1454554.500000 Penalty: 4624.628418
	Iteration 28Q: 3 clusters Score -1454554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1454581.125000 Penalty: 4624.628418
	Iteration 29Q: 3 clusters Score -1454581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1454598.625000 Penalty: 4624.628418
	Iteration 30Q: 3 clusters Score -1454599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1454621.125000 Penalty: 4624.628418
	Iteration 31Q: 3 clusters Score -1454621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1454645.125000 Penalty: 4624.628418
	Iteration 32Q: 3 clusters Score -1454645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1454667.125000 Penalty: 4624.628418
	Iteration 33Q: 3 clusters Score -1454667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1454690.625000 Penalty: 4624.628418
	Iteration 34Q: 3 clusters Score -1454691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1454702.875000 Penalty: 4624.628418
	Iteration 35Q: 3 clusters Score -1454703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1454714.875000 Penalty: 4624.628418
	Iteration 36Q: 3 clusters Score -1454715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1454733.250000 Penalty: 4624.628418
	Iteration 37Q: 3 clusters Score -1454733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1454751.000000 Penalty: 4624.628418
	Iteration 38Q: 3 clusters Score -1454751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1454763.250000 Penalty: 4624.628418
	Iteration 39Q: 3 clusters Score -1454763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1454770.875000 Penalty: 4624.628418
	Iteration 40F: 3 clusters Score -1454771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1454782.500000 Penalty: 4624.628418
	Iteration 41Q: 3 clusters Score -1454782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1454792.000000 Penalty: 4624.628418
	Iteration 42Q: 3 clusters Score -1454792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1454798.375000 Penalty: 4624.628418
	Iteration 43Q: 3 clusters Score -1454798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1454806.125000 Penalty: 4624.628418
	Iteration 44Q: 3 clusters Score -1454806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1454810.250000 Penalty: 4624.628418
	Iteration 45Q: 3 clusters Score -1454810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1454816.875000 Penalty: 4624.628418
	Iteration 46Q: 3 clusters Score -1454817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1454820.000000 Penalty: 4624.628418
	Iteration 47Q: 3 clusters Score -1454820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1454818.000000 Penalty: 4624.628418
	Iteration 48Q: 3 clusters Score -1454818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1454825.500000 Penalty: 4624.628418
	Iteration 49Q: 3 clusters Score -1454826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1454826.625000 Penalty: 4624.628418
	Iteration 50Q: 3 clusters Score -1454827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1454829.000000 Penalty: 4624.628418
	Iteration 51Q: 3 clusters Score -1454829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1454831.250000 Penalty: 4624.628418
	Iteration 52Q: 3 clusters Score -1454831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1454836.250000 Penalty: 4624.628418
	Iteration 53Q: 3 clusters Score -1454836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1454843.500000 Penalty: 4624.628418
	Iteration 54Q: 3 clusters Score -1454844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1454847.625000 Penalty: 4624.628418
	Iteration 55Q: 3 clusters Score -1454848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1454851.375000 Penalty: 4624.628418
	Iteration 56Q: 3 clusters Score -1454851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1454856.375000 Penalty: 4624.628418
	Iteration 57Q: 3 clusters Score -1454856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1454859.625000 Penalty: 4624.628418
	Iteration 58Q: 3 clusters Score -1454860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1454862.750000 Penalty: 4624.628418
	Iteration 59Q: 3 clusters Score -1454863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1454863.625000 Penalty: 4624.628418
	Iteration 60F: 3 clusters Score -1454864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1454867.625000 Penalty: 4624.628418
	Iteration 61Q: 3 clusters Score -1454868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1454867.250000 Penalty: 4624.628418
	Iteration 62Q: 3 clusters Score -1454867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1454868.875000 Penalty: 4624.628418
	Iteration 63Q: 3 clusters Score -1454869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1454869.750000 Penalty: 4624.628418
	Iteration 64Q: 3 clusters Score -1454870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1454868.000000 Penalty: 4624.628418
	Iteration 65Q: 3 clusters Score -1454868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1454867.750000 Penalty: 4624.628418
	Iteration 66Q: 3 clusters Score -1454868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1454867.750000 Penalty: 4624.628418
	Iteration 67F: 3 clusters Score -1454868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Entering Unmasked Estep 
Score: -7099293.500000 Penalty: 2707.833252
	Iteration 0F: 2 clusters Score -7099294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -7061896.000000 Penalty: 5415.666504
	Iteration 0F: 3 clusters Score -7061896 nChanged 25855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -7076421.000000 Penalty: 5415.666504
	Iteration 1F: 3 clusters Score -7076421 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -7076994.500000 Penalty: 5415.666504
	Iteration 2Q: 3 clusters Score -7076994 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -7077658.500000 Penalty: 5415.666504
	Iteration 3Q: 3 clusters Score -7077658 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -7078486.000000 Penalty: 5415.666504
	Iteration 4Q: 3 clusters Score -7078486 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7079675.500000 Penalty: 5415.666504
	Iteration 5Q: 3 clusters Score -7079676 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -7081539.500000 Penalty: 5415.666504
	Iteration 6F: 3 clusters Score -7081540 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7084379.000000 Penalty: 5415.666504
	Iteration 7F: 3 clusters Score -7084379 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -7088167.500000 Penalty: 5415.666504
	Iteration 8F: 3 clusters Score -7088168 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -7091965.500000 Penalty: 5415.666504
	Iteration 9F: 3 clusters Score -7091966 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -7094702.000000 Penalty: 5415.666504
	Iteration 10Q: 3 clusters Score -7094702 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -7095998.000000 Penalty: 5415.666504
	Iteration 11Q: 3 clusters Score -7095998 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -7096467.500000 Penalty: 5415.666504
	Iteration 12Q: 3 clusters Score -7096468 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -7096713.500000 Penalty: 5415.666504
	Iteration 13Q: 3 clusters Score -7096714 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -7096837.500000 Penalty: 5415.666504
	Iteration 14Q: 3 clusters Score -7096838 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -7096892.500000 Penalty: 5415.666504
	Iteration 15Q: 3 clusters Score -7096892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -7096918.000000 Penalty: 5415.666504
	Iteration 16Q: 3 clusters Score -7096918 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -7097003.500000 Penalty: 5415.666504
	Iteration 17Q: 3 clusters Score -7097004 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -7097055.000000 Penalty: 5415.666504
	Iteration 18Q: 3 clusters Score -7097055 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7097095.000000 Penalty: 5415.666504
	Iteration 19Q: 3 clusters Score -7097095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -7097126.000000 Penalty: 5415.666504
	Iteration 20F: 3 clusters Score -7097126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -7097133.500000 Penalty: 5415.666504
	Iteration 21Q: 3 clusters Score -7097134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -7097140.000000 Penalty: 5415.666504
	Iteration 22Q: 3 clusters Score -7097140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -7097161.000000 Penalty: 5415.666504
	Iteration 23Q: 3 clusters Score -7097161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -7097180.000000 Penalty: 5415.666504
	Iteration 24Q: 3 clusters Score -7097180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -7097199.500000 Penalty: 5415.666504
	Iteration 25Q: 3 clusters Score -7097200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -7097222.000000 Penalty: 5415.666504
	Iteration 26Q: 3 clusters Score -7097222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -7097240.500000 Penalty: 5415.666504
	Iteration 27Q: 3 clusters Score -7097240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -7097248.000000 Penalty: 5415.666504
	Iteration 28Q: 3 clusters Score -7097248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -7097266.500000 Penalty: 5415.666504
	Iteration 29Q: 3 clusters Score -7097266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7097265.500000 Penalty: 5415.666504
	Iteration 30Q: 3 clusters Score -7097266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7097284.500000 Penalty: 5415.666504
	Iteration 31Q: 3 clusters Score -7097284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -7097279.000000 Penalty: 5415.666504
	Iteration 32Q: 3 clusters Score -7097279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -7097289.000000 Penalty: 5415.666504
	Iteration 33Q: 3 clusters Score -7097289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7097296.500000 Penalty: 5415.666504
	Iteration 34Q: 3 clusters Score -7097296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -7097306.000000 Penalty: 5415.666504
	Iteration 35Q: 3 clusters Score -7097306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -7097304.500000 Penalty: 5415.666504
	Iteration 36Q: 3 clusters Score -7097304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -7097304.500000 Penalty: 5415.666504
	Iteration 37Q: 3 clusters Score -7097304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -7097308.500000 Penalty: 5415.666504
	Iteration 38Q: 3 clusters Score -7097308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -7097323.500000 Penalty: 5415.666504
	Iteration 39Q: 3 clusters Score -7097324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -7097320.000000 Penalty: 5415.666504
	Iteration 40F: 3 clusters Score -7097320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -7097317.500000 Penalty: 5415.666504
	Iteration 41Q: 3 clusters Score -7097318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -7097327.500000 Penalty: 5415.666504
	Iteration 42Q: 3 clusters Score -7097328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -7097321.500000 Penalty: 5415.666504
	Iteration 43Q: 3 clusters Score -7097322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -7097328.500000 Penalty: 5415.666504
	Iteration 44Q: 3 clusters Score -7097328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -7097332.000000 Penalty: 5415.666504
	Iteration 45Q: 3 clusters Score -7097332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -7097330.500000 Penalty: 5415.666504
	Iteration 46Q: 3 clusters Score -7097330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -7097334.000000 Penalty: 5415.666504
	Iteration 47Q: 3 clusters Score -7097334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7097328.500000 Penalty: 5415.666504
	Iteration 48Q: 3 clusters Score -7097328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7097325.000000 Penalty: 5415.666504
	Iteration 49Q: 3 clusters Score -7097325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7097329.000000 Penalty: 5415.666504
	Iteration 50Q: 3 clusters Score -7097329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7097332.000000 Penalty: 5415.666504
	Iteration 51Q: 3 clusters Score -7097332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -7097329.000000 Penalty: 5415.666504
	Iteration 52Q: 3 clusters Score -7097329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -7097332.500000 Penalty: 5415.666504
	Iteration 53Q: 3 clusters Score -7097332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -7097341.000000 Penalty: 5415.666504
	Iteration 54Q: 3 clusters Score -7097341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -7097340.500000 Penalty: 5415.666504
	Iteration 55Q: 3 clusters Score -7097340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -7097340.500000 Penalty: 5415.666504
	Iteration 56F: 3 clusters Score -7097340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -677465.500000 Penalty: 2137.697998
	Iteration 0F: 2 clusters Score -677465.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -672576.125000 Penalty: 4275.395996
	Iteration 0F: 3 clusters Score -672576.1 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -673718.062500 Penalty: 4275.395996
	Iteration 1F: 3 clusters Score -673718.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -674000.000000 Penalty: 4275.395996
	Iteration 2F: 3 clusters Score -674000 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -674323.625000 Penalty: 4275.395996
	Iteration 3F: 3 clusters Score -674323.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -674694.687500 Penalty: 4275.395996
	Iteration 4F: 3 clusters Score -674694.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -674989.875000 Penalty: 4275.395996
	Iteration 5F: 3 clusters Score -674989.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -675223.000000 Penalty: 4275.395996
	Iteration 6F: 3 clusters Score -675223 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -675397.187500 Penalty: 4275.395996
	Iteration 7Q: 3 clusters Score -675397.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -675536.750000 Penalty: 4275.395996
	Iteration 8Q: 3 clusters Score -675536.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -675633.312500 Penalty: 4275.395996
	Iteration 9Q: 3 clusters Score -675633.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -675715.375000 Penalty: 4275.395996
	Iteration 10Q: 3 clusters Score -675715.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -675782.875000 Penalty: 4275.395996
	Iteration 11Q: 3 clusters Score -675782.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -675834.437500 Penalty: 4275.395996
	Iteration 12Q: 3 clusters Score -675834.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -675868.812500 Penalty: 4275.395996
	Iteration 13Q: 3 clusters Score -675868.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -675896.312500 Penalty: 4275.395996
	Iteration 14Q: 3 clusters Score -675896.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -675914.312500 Penalty: 4275.395996
	Iteration 15Q: 3 clusters Score -675914.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -675928.250000 Penalty: 4275.395996
	Iteration 16Q: 3 clusters Score -675928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -675940.250000 Penalty: 4275.395996
	Iteration 17Q: 3 clusters Score -675940.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -675947.500000 Penalty: 4275.395996
	Iteration 18Q: 3 clusters Score -675947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -675954.062500 Penalty: 4275.395996
	Iteration 19Q: 3 clusters Score -675954.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -675963.437500 Penalty: 4275.395996
	Iteration 20F: 3 clusters Score -675963.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -675972.125000 Penalty: 4275.395996
	Iteration 21Q: 3 clusters Score -675972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -675980.562500 Penalty: 4275.395996
	Iteration 22Q: 3 clusters Score -675980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -675983.437500 Penalty: 4275.395996
	Iteration 23Q: 3 clusters Score -675983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -675985.625000 Penalty: 4275.395996
	Iteration 24Q: 3 clusters Score -675985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -675989.562500 Penalty: 4275.395996
	Iteration 25Q: 3 clusters Score -675989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -675990.750000 Penalty: 4275.395996
	Iteration 26Q: 3 clusters Score -675990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -675993.187500 Penalty: 4275.395996
	Iteration 27Q: 3 clusters Score -675993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -675993.062500 Penalty: 4275.395996
	Iteration 28Q: 3 clusters Score -675993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -675996.937500 Penalty: 4275.395996
	Iteration 29Q: 3 clusters Score -675996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -675999.250000 Penalty: 4275.395996
	Iteration 30Q: 3 clusters Score -675999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -676001.125000 Penalty: 4275.395996
	Iteration 31Q: 3 clusters Score -676001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -676002.437500 Penalty: 4275.395996
	Iteration 32Q: 3 clusters Score -676002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -676004.062500 Penalty: 4275.395996
	Iteration 33Q: 3 clusters Score -676004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -676008.062500 Penalty: 4275.395996
	Iteration 34Q: 3 clusters Score -676008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -676009.625000 Penalty: 4275.395996
	Iteration 35Q: 3 clusters Score -676009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -676012.187500 Penalty: 4275.395996
	Iteration 36Q: 3 clusters Score -676012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -676015.437500 Penalty: 4275.395996
	Iteration 37Q: 3 clusters Score -676015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -676019.125000 Penalty: 4275.395996
	Iteration 38Q: 3 clusters Score -676019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -676022.812500 Penalty: 4275.395996
	Iteration 39Q: 3 clusters Score -676022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -676027.125000 Penalty: 4275.395996
	Iteration 40F: 3 clusters Score -676027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -676027.687500 Penalty: 4275.395996
	Iteration 41Q: 3 clusters Score -676027.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -676031.812500 Penalty: 4275.395996
	Iteration 42Q: 3 clusters Score -676031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -676036.687500 Penalty: 4275.395996
	Iteration 43Q: 3 clusters Score -676036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -676038.812500 Penalty: 4275.395996
	Iteration 44Q: 3 clusters Score -676038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -676039.250000 Penalty: 4275.395996
	Iteration 45Q: 3 clusters Score -676039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -676043.187500 Penalty: 4275.395996
	Iteration 46Q: 3 clusters Score -676043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -676045.750000 Penalty: 4275.395996
	Iteration 47Q: 3 clusters Score -676045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -676047.187500 Penalty: 4275.395996
	Iteration 48Q: 3 clusters Score -676047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -676049.500000 Penalty: 4275.395996
	Iteration 49Q: 3 clusters Score -676049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -676048.000000 Penalty: 4275.395996
	Iteration 50Q: 3 clusters Score -676048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -676050.437500 Penalty: 4275.395996
	Iteration 51Q: 3 clusters Score -676050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -676053.187500 Penalty: 4275.395996
	Iteration 52Q: 3 clusters Score -676053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -676053.437500 Penalty: 4275.395996
	Iteration 53Q: 3 clusters Score -676053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -676056.375000 Penalty: 4275.395996
	Iteration 54Q: 3 clusters Score -676056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -676056.125000 Penalty: 4275.395996
	Iteration 55Q: 3 clusters Score -676056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -676057.937500 Penalty: 4275.395996
	Iteration 56Q: 3 clusters Score -676057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -676058.250000 Penalty: 4275.395996
	Iteration 57Q: 3 clusters Score -676058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -676058.625000 Penalty: 4275.395996
	Iteration 58Q: 3 clusters Score -676058.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -676058.625000 Penalty: 4275.395996
	Iteration 59F: 3 clusters Score -676058.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -540346.375000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -540346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -536194.125000 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -536194.1 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -537104.375000 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -537104.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -537284.000000 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -537284 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -537409.625000 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -537409.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -537485.937500 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -537485.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -537540.500000 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -537540.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -537580.437500 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -537580.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -537614.000000 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -537614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -537645.125000 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -537645.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -537675.312500 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -537675.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -537718.187500 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -537718.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -537754.375000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -537754.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -537786.750000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -537786.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -537838.187500 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -537838.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -537914.375000 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -537914.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -538013.750000 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -538013.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -538126.437500 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -538126.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -538303.625000 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -538303.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -538546.562500 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -538546.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -538907.375000 Penalty: 4152.479980
	Iteration 19F: 3 clusters Score -538907.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -539309.375000 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -539309.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -539713.062500 Penalty: 4152.479980
	Iteration 21F: 3 clusters Score -539713.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -539879.375000 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -539879.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -539933.500000 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -539933.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -539960.000000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -539960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -539972.437500 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -539972.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -539979.062500 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -539979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -539982.562500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -539982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -539982.812500 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -539982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -539982.125000 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -539982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -539983.000000 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -539983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -539983.000000 Penalty: 4152.479980
	Iteration 31F: 3 clusters Score -539983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184102 members 
Entering Unmasked Estep 
Score: -23621356.000000 Penalty: 3006.564941
	Iteration 0F: 2 clusters Score -2.362136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -23501518.000000 Penalty: 6013.129883
	Iteration 0F: 3 clusters Score -2.350152e+07 nChanged 88521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -23552910.000000 Penalty: 6013.129883
	Iteration 1F: 3 clusters Score -2.355291e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -23553794.000000 Penalty: 6013.129883
	Iteration 2Q: 3 clusters Score -2.355379e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -23554512.000000 Penalty: 6013.129883
	Iteration 3Q: 3 clusters Score -2.355451e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -23555490.000000 Penalty: 6013.129883
	Iteration 4Q: 3 clusters Score -2.355549e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -23557096.000000 Penalty: 6013.129883
	Iteration 5Q: 3 clusters Score -2.35571e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -23559382.000000 Penalty: 6013.129883
	Iteration 6Q: 3 clusters Score -2.355938e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -23562774.000000 Penalty: 6013.129883
	Iteration 7Q: 3 clusters Score -2.356277e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119152 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -23568256.000000 Penalty: 6013.129883
	Iteration 8F: 3 clusters Score -2.356826e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -23577158.000000 Penalty: 6013.129883
	Iteration 9F: 3 clusters Score -2.357716e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142562 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -23587958.000000 Penalty: 6013.129883
	Iteration 10F: 3 clusters Score -2.358796e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153983 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -23598704.000000 Penalty: 6013.129883
	Iteration 11F: 3 clusters Score -2.35987e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162815 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -23606482.000000 Penalty: 6013.129883
	Iteration 12Q: 3 clusters Score -2.360648e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168910 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -23611218.000000 Penalty: 6013.129883
	Iteration 13Q: 3 clusters Score -2.361122e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173061 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -23614080.000000 Penalty: 6013.129883
	Iteration 14Q: 3 clusters Score -2.361408e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -23615762.000000 Penalty: 6013.129883
	Iteration 15Q: 3 clusters Score -2.361576e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -23616786.000000 Penalty: 6013.129883
	Iteration 16Q: 3 clusters Score -2.361679e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -23617402.000000 Penalty: 6013.129883
	Iteration 17Q: 3 clusters Score -2.36174e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180606 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23617872.000000 Penalty: 6013.129883
	Iteration 18Q: 3 clusters Score -2.361787e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181342 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23618094.000000 Penalty: 6013.129883
	Iteration 19Q: 3 clusters Score -2.361809e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181900 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23618334.000000 Penalty: 6013.129883
	Iteration 20F: 3 clusters Score -2.361833e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -23618502.000000 Penalty: 6013.129883
	Iteration 21Q: 3 clusters Score -2.36185e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182551 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23618610.000000 Penalty: 6013.129883
	Iteration 22Q: 3 clusters Score -2.361861e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182751 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23618698.000000 Penalty: 6013.129883
	Iteration 23Q: 3 clusters Score -2.36187e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -23618726.000000 Penalty: 6013.129883
	Iteration 24Q: 3 clusters Score -2.361873e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23618802.000000 Penalty: 6013.129883
	Iteration 25Q: 3 clusters Score -2.36188e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -23618818.000000 Penalty: 6013.129883
	Iteration 26Q: 3 clusters Score -2.361882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -23618830.000000 Penalty: 6013.129883
	Iteration 27Q: 3 clusters Score -2.361883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -23618858.000000 Penalty: 6013.129883
	Iteration 28Q: 3 clusters Score -2.361886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183169 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -23618886.000000 Penalty: 6013.129883
	Iteration 29Q: 3 clusters Score -2.361889e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183198 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -23618896.000000 Penalty: 6013.129883
	Iteration 30Q: 3 clusters Score -2.36189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183216 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -23618888.000000 Penalty: 6013.129883
	Iteration 31Q: 3 clusters Score -2.361889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183228 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -23618908.000000 Penalty: 6013.129883
	Iteration 32Q: 3 clusters Score -2.361891e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183238 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23618908.000000 Penalty: 6013.129883
	Iteration 33Q: 3 clusters Score -2.361891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -23618924.000000 Penalty: 6013.129883
	Iteration 34Q: 3 clusters Score -2.361892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183251 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23618924.000000 Penalty: 6013.129883
	Iteration 35Q: 3 clusters Score -2.361892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23618936.000000 Penalty: 6013.129883
	Iteration 36Q: 3 clusters Score -2.361894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23618936.000000 Penalty: 6013.129883
	Iteration 37Q: 3 clusters Score -2.361894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183254 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -23618928.000000 Penalty: 6013.129883
	Iteration 38Q: 3 clusters Score -2.361893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -23618924.000000 Penalty: 6013.129883
	Iteration 39Q: 3 clusters Score -2.361892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23618926.000000 Penalty: 6013.129883
	Iteration 40F: 3 clusters Score -2.361893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -23618920.000000 Penalty: 6013.129883
	Iteration 41Q: 3 clusters Score -2.361892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -23618920.000000 Penalty: 6013.129883
	Iteration 42F: 3 clusters Score -2.361892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Entering Unmasked Estep 
Score: -7870886.000000 Penalty: 2741.053223
	Iteration 0F: 2 clusters Score -7870886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -7828618.000000 Penalty: 5482.106445
	Iteration 0F: 3 clusters Score -7828618 nChanged 29329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7845030.500000 Penalty: 5482.106445
	Iteration 1F: 3 clusters Score -7845030 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7845607.500000 Penalty: 5482.106445
	Iteration 2Q: 3 clusters Score -7845608 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7846420.000000 Penalty: 5482.106445
	Iteration 3Q: 3 clusters Score -7846420 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7847582.000000 Penalty: 5482.106445
	Iteration 4Q: 3 clusters Score -7847582 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7849310.000000 Penalty: 5482.106445
	Iteration 5F: 3 clusters Score -7849310 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -7851861.000000 Penalty: 5482.106445
	Iteration 6F: 3 clusters Score -7851861 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -7855529.500000 Penalty: 5482.106445
	Iteration 7F: 3 clusters Score -7855530 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -7859842.000000 Penalty: 5482.106445
	Iteration 8F: 3 clusters Score -7859842 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -7863943.000000 Penalty: 5482.106445
	Iteration 9F: 3 clusters Score -7863943 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -7866751.000000 Penalty: 5482.106445
	Iteration 10Q: 3 clusters Score -7866751 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -7867893.000000 Penalty: 5482.106445
	Iteration 11Q: 3 clusters Score -7867893 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -7868257.500000 Penalty: 5482.106445
	Iteration 12Q: 3 clusters Score -7868258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -7868372.500000 Penalty: 5482.106445
	Iteration 13Q: 3 clusters Score -7868372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7868426.500000 Penalty: 5482.106445
	Iteration 14Q: 3 clusters Score -7868426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -7868452.000000 Penalty: 5482.106445
	Iteration 15Q: 3 clusters Score -7868452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -7868468.500000 Penalty: 5482.106445
	Iteration 16Q: 3 clusters Score -7868468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -7868485.500000 Penalty: 5482.106445
	Iteration 17Q: 3 clusters Score -7868486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -7868495.000000 Penalty: 5482.106445
	Iteration 18Q: 3 clusters Score -7868495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -7868503.000000 Penalty: 5482.106445
	Iteration 19Q: 3 clusters Score -7868503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -7868514.000000 Penalty: 5482.106445
	Iteration 20F: 3 clusters Score -7868514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -7868527.000000 Penalty: 5482.106445
	Iteration 21Q: 3 clusters Score -7868527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -7868529.500000 Penalty: 5482.106445
	Iteration 22Q: 3 clusters Score -7868530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -7868545.000000 Penalty: 5482.106445
	Iteration 23Q: 3 clusters Score -7868545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -7868545.000000 Penalty: 5482.106445
	Iteration 24Q: 3 clusters Score -7868545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -7868543.000000 Penalty: 5482.106445
	Iteration 25Q: 3 clusters Score -7868543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -7868543.000000 Penalty: 5482.106445
	Iteration 26F: 3 clusters Score -7868543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Entering Unmasked Estep 
Score: -4186153.500000 Penalty: 2574.294189
	Iteration 0F: 2 clusters Score -4186154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4164078.750000 Penalty: 5148.588379
	Iteration 0F: 3 clusters Score -4164079 nChanged 14586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4172370.000000 Penalty: 5148.588379
	Iteration 1F: 3 clusters Score -4172370 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4172990.250000 Penalty: 5148.588379
	Iteration 2Q: 3 clusters Score -4172990 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4173662.750000 Penalty: 5148.588379
	Iteration 3Q: 3 clusters Score -4173663 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4174554.750000 Penalty: 5148.588379
	Iteration 4F: 3 clusters Score -4174555 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4175773.750000 Penalty: 5148.588379
	Iteration 5F: 3 clusters Score -4175774 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4177324.500000 Penalty: 5148.588379
	Iteration 6F: 3 clusters Score -4177324 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4179301.750000 Penalty: 5148.588379
	Iteration 7F: 3 clusters Score -4179302 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4180986.000000 Penalty: 5148.588379
	Iteration 8F: 3 clusters Score -4180986 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4181824.250000 Penalty: 5148.588379
	Iteration 9Q: 3 clusters Score -4181824 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4182179.500000 Penalty: 5148.588379
	Iteration 10Q: 3 clusters Score -4182180 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4182314.000000 Penalty: 5148.588379
	Iteration 11Q: 3 clusters Score -4182314 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -4182405.250000 Penalty: 5148.588379
	Iteration 12Q: 3 clusters Score -4182405 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4182463.750000 Penalty: 5148.588379
	Iteration 13Q: 3 clusters Score -4182464 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -4182544.000000 Penalty: 5148.588379
	Iteration 14Q: 3 clusters Score -4182544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4182587.750000 Penalty: 5148.588379
	Iteration 15Q: 3 clusters Score -4182588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4182641.750000 Penalty: 5148.588379
	Iteration 16Q: 3 clusters Score -4182642 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4182692.750000 Penalty: 5148.588379
	Iteration 17Q: 3 clusters Score -4182693 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4182745.250000 Penalty: 5148.588379
	Iteration 18Q: 3 clusters Score -4182745 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4182808.500000 Penalty: 5148.588379
	Iteration 19Q: 3 clusters Score -4182808 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -4182850.750000 Penalty: 5148.588379
	Iteration 20F: 3 clusters Score -4182851 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -4182876.000000 Penalty: 5148.588379
	Iteration 21Q: 3 clusters Score -4182876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4182922.000000 Penalty: 5148.588379
	Iteration 22Q: 3 clusters Score -4182922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -4182966.000000 Penalty: 5148.588379
	Iteration 23Q: 3 clusters Score -4182966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -4183005.750000 Penalty: 5148.588379
	Iteration 24Q: 3 clusters Score -4183006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4183025.000000 Penalty: 5148.588379
	Iteration 25Q: 3 clusters Score -4183025 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4183035.250000 Penalty: 5148.588379
	Iteration 26Q: 3 clusters Score -4183035 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4183088.750000 Penalty: 5148.588379
	Iteration 27Q: 3 clusters Score -4183089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4183124.500000 Penalty: 5148.588379
	Iteration 28Q: 3 clusters Score -4183124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -4183153.000000 Penalty: 5148.588379
	Iteration 29Q: 3 clusters Score -4183153 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4183187.000000 Penalty: 5148.588379
	Iteration 30Q: 3 clusters Score -4183187 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4183227.750000 Penalty: 5148.588379
	Iteration 31Q: 3 clusters Score -4183228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -4183264.000000 Penalty: 5148.588379
	Iteration 32Q: 3 clusters Score -4183264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -4183310.500000 Penalty: 5148.588379
	Iteration 33Q: 3 clusters Score -4183310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -4183354.750000 Penalty: 5148.588379
	Iteration 34Q: 3 clusters Score -4183355 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4183394.000000 Penalty: 5148.588379
	Iteration 35Q: 3 clusters Score -4183394 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4183423.250000 Penalty: 5148.588379
	Iteration 36Q: 3 clusters Score -4183423 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4183449.000000 Penalty: 5148.588379
	Iteration 37Q: 3 clusters Score -4183449 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4183469.750000 Penalty: 5148.588379
	Iteration 38Q: 3 clusters Score -4183470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4183497.750000 Penalty: 5148.588379
	Iteration 39Q: 3 clusters Score -4183498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4183540.500000 Penalty: 5148.588379
	Iteration 40F: 3 clusters Score -4183540 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4183558.000000 Penalty: 5148.588379
	Iteration 41Q: 3 clusters Score -4183558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4183585.500000 Penalty: 5148.588379
	Iteration 42Q: 3 clusters Score -4183586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -4183609.750000 Penalty: 5148.588379
	Iteration 43Q: 3 clusters Score -4183610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4183636.750000 Penalty: 5148.588379
	Iteration 44Q: 3 clusters Score -4183637 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -4183675.500000 Penalty: 5148.588379
	Iteration 45Q: 3 clusters Score -4183676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4183704.750000 Penalty: 5148.588379
	Iteration 46Q: 3 clusters Score -4183705 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4183718.500000 Penalty: 5148.588379
	Iteration 47Q: 3 clusters Score -4183718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -4183731.000000 Penalty: 5148.588379
	Iteration 48Q: 3 clusters Score -4183731 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4183768.000000 Penalty: 5148.588379
	Iteration 49Q: 3 clusters Score -4183768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4183774.500000 Penalty: 5148.588379
	Iteration 50Q: 3 clusters Score -4183774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4183817.500000 Penalty: 5148.588379
	Iteration 51Q: 3 clusters Score -4183818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4183841.000000 Penalty: 5148.588379
	Iteration 52Q: 3 clusters Score -4183841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4183860.250000 Penalty: 5148.588379
	Iteration 53Q: 3 clusters Score -4183860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -4183883.500000 Penalty: 5148.588379
	Iteration 54Q: 3 clusters Score -4183884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4183887.250000 Penalty: 5148.588379
	Iteration 55Q: 3 clusters Score -4183887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -4183901.000000 Penalty: 5148.588379
	Iteration 56Q: 3 clusters Score -4183901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4183898.500000 Penalty: 5148.588379
	Iteration 57Q: 3 clusters Score -4183898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4183915.250000 Penalty: 5148.588379
	Iteration 58Q: 3 clusters Score -4183915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4183923.000000 Penalty: 5148.588379
	Iteration 59Q: 3 clusters Score -4183923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4183932.750000 Penalty: 5148.588379
	Iteration 60F: 3 clusters Score -4183933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4183942.500000 Penalty: 5148.588379
	Iteration 61Q: 3 clusters Score -4183942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4183950.000000 Penalty: 5148.588379
	Iteration 62Q: 3 clusters Score -4183950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -4183969.250000 Penalty: 5148.588379
	Iteration 63Q: 3 clusters Score -4183969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4183967.750000 Penalty: 5148.588379
	Iteration 64Q: 3 clusters Score -4183968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4183978.750000 Penalty: 5148.588379
	Iteration 65Q: 3 clusters Score -4183979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4183996.500000 Penalty: 5148.588379
	Iteration 66Q: 3 clusters Score -4183996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4183998.500000 Penalty: 5148.588379
	Iteration 67Q: 3 clusters Score -4183998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4184016.750000 Penalty: 5148.588379
	Iteration 68Q: 3 clusters Score -4184017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4184027.250000 Penalty: 5148.588379
	Iteration 69Q: 3 clusters Score -4184027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4184030.000000 Penalty: 5148.588379
	Iteration 70Q: 3 clusters Score -4184030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4184039.750000 Penalty: 5148.588379
	Iteration 71Q: 3 clusters Score -4184040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4184051.500000 Penalty: 5148.588379
	Iteration 72Q: 3 clusters Score -4184052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4184043.500000 Penalty: 5148.588379
	Iteration 73Q: 3 clusters Score -4184044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -4184057.250000 Penalty: 5148.588379
	Iteration 74Q: 3 clusters Score -4184057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4184065.500000 Penalty: 5148.588379
	Iteration 75Q: 3 clusters Score -4184066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4184066.250000 Penalty: 5148.588379
	Iteration 76Q: 3 clusters Score -4184066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4184079.250000 Penalty: 5148.588379
	Iteration 77Q: 3 clusters Score -4184079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4184071.500000 Penalty: 5148.588379
	Iteration 78Q: 3 clusters Score -4184072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4184076.500000 Penalty: 5148.588379
	Iteration 79Q: 3 clusters Score -4184076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4184076.500000 Penalty: 5148.588379
	Iteration 80F: 3 clusters Score -4184076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4184082.250000 Penalty: 5148.588379
	Iteration 81Q: 3 clusters Score -4184082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4184081.500000 Penalty: 5148.588379
	Iteration 82Q: 3 clusters Score -4184082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4184081.500000 Penalty: 5148.588379
	Iteration 83F: 3 clusters Score -4184082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 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 327 members 
Entering Unmasked Estep 
Score: -75835.773438 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75835.77 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76197.375000 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76197.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76368.765625 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76368.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76480.242188 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -76480.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76540.445312 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -76540.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76565.789062 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -76565.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -76583.929688 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -76583.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -76594.765625 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -76594.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -76598.968750 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -76598.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -76601.335938 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -76601.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -76605.476562 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -76605.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -76609.117188 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -76609.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -76609.117188 Penalty: 3232.764893
	Iteration 12F: 3 clusters Score -76609.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187507 members 
Entering Unmasked Estep 
Score: -24082400.000000 Penalty: 3011.109619
	Iteration 0F: 2 clusters Score -2.40824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -23961580.000000 Penalty: 6022.219238
	Iteration 0F: 3 clusters Score -2.396158e+07 nChanged 90159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95587 members 
Mstep: Class 2 contains 91920 members 
Entering Unmasked Estep 
Score: -24014040.000000 Penalty: 6022.219238
	Iteration 1F: 3 clusters Score -2.401404e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -24014952.000000 Penalty: 6022.219238
	Iteration 2Q: 3 clusters Score -2.401495e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -24015750.000000 Penalty: 6022.219238
	Iteration 3Q: 3 clusters Score -2.401575e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -24016668.000000 Penalty: 6022.219238
	Iteration 4Q: 3 clusters Score -2.401667e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -24018094.000000 Penalty: 6022.219238
	Iteration 5Q: 3 clusters Score -2.401809e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -24020014.000000 Penalty: 6022.219238
	Iteration 6Q: 3 clusters Score -2.402001e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -24023278.000000 Penalty: 6022.219238
	Iteration 7Q: 3 clusters Score -2.402328e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121411 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -24028510.000000 Penalty: 6022.219238
	Iteration 8F: 3 clusters Score -2.402851e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133622 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -24037264.000000 Penalty: 6022.219238
	Iteration 9F: 3 clusters Score -2.403726e+07 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -24049744.000000 Penalty: 6022.219238
	Iteration 10F: 3 clusters Score -2.404974e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -24062634.000000 Penalty: 6022.219238
	Iteration 11F: 3 clusters Score -2.406263e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -24071298.000000 Penalty: 6022.219238
	Iteration 12F: 3 clusters Score -2.40713e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178597 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -24075834.000000 Penalty: 6022.219238
	Iteration 13Q: 3 clusters Score -2.407583e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182123 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -24078018.000000 Penalty: 6022.219238
	Iteration 14Q: 3 clusters Score -2.407802e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184076 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -24079060.000000 Penalty: 6022.219238
	Iteration 15Q: 3 clusters Score -2.407906e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185101 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -24079438.000000 Penalty: 6022.219238
	Iteration 16Q: 3 clusters Score -2.407944e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185728 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -24079618.000000 Penalty: 6022.219238
	Iteration 17Q: 3 clusters Score -2.407962e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186108 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -24079742.000000 Penalty: 6022.219238
	Iteration 18Q: 3 clusters Score -2.407974e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186357 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -24079812.000000 Penalty: 6022.219238
	Iteration 19Q: 3 clusters Score -2.407981e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -24079868.000000 Penalty: 6022.219238
	Iteration 20F: 3 clusters Score -2.407987e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186623 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -24079904.000000 Penalty: 6022.219238
	Iteration 21Q: 3 clusters Score -2.40799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -24079912.000000 Penalty: 6022.219238
	Iteration 22Q: 3 clusters Score -2.407991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -24079930.000000 Penalty: 6022.219238
	Iteration 23Q: 3 clusters Score -2.407993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186769 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -24079948.000000 Penalty: 6022.219238
	Iteration 24Q: 3 clusters Score -2.407995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186795 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -24079942.000000 Penalty: 6022.219238
	Iteration 25Q: 3 clusters Score -2.407994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -24079948.000000 Penalty: 6022.219238
	Iteration 26Q: 3 clusters Score -2.407995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186833 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24079984.000000 Penalty: 6022.219238
	Iteration 27Q: 3 clusters Score -2.407998e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186848 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24080010.000000 Penalty: 6022.219238
	Iteration 28Q: 3 clusters Score -2.408001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186860 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -24080022.000000 Penalty: 6022.219238
	Iteration 29Q: 3 clusters Score -2.408002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -24080028.000000 Penalty: 6022.219238
	Iteration 30Q: 3 clusters Score -2.408003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186872 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -24080050.000000 Penalty: 6022.219238
	Iteration 31Q: 3 clusters Score -2.408005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186873 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -24080044.000000 Penalty: 6022.219238
	Iteration 32Q: 3 clusters Score -2.408004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -24080024.000000 Penalty: 6022.219238
	Iteration 33Q: 3 clusters Score -2.408002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186880 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -24080038.000000 Penalty: 6022.219238
	Iteration 34Q: 3 clusters Score -2.408004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186881 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -24080032.000000 Penalty: 6022.219238
	Iteration 35Q: 3 clusters Score -2.408003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -24080024.000000 Penalty: 6022.219238
	Iteration 36Q: 3 clusters Score -2.408002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186886 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -24080022.000000 Penalty: 6022.219238
	Iteration 37Q: 3 clusters Score -2.408002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -24080016.000000 Penalty: 6022.219238
	Iteration 38Q: 3 clusters Score -2.408002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186890 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -24080028.000000 Penalty: 6022.219238
	Iteration 39Q: 3 clusters Score -2.408003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186892 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -24080018.000000 Penalty: 6022.219238
	Iteration 40F: 3 clusters Score -2.408002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186896 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24080006.000000 Penalty: 6022.219238
	Iteration 41Q: 3 clusters Score -2.408001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186899 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -24079998.000000 Penalty: 6022.219238
	Iteration 42Q: 3 clusters Score -2.408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -24079994.000000 Penalty: 6022.219238
	Iteration 43Q: 3 clusters Score -2.407999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186902 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -24080014.000000 Penalty: 6022.219238
	Iteration 44Q: 3 clusters Score -2.408001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186902 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -24080014.000000 Penalty: 6022.219238
	Iteration 45F: 3 clusters Score -2.408001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243470 members 
Entering Unmasked Estep 
Score: -31099214.000000 Penalty: 3075.881836
	Iteration 0F: 2 clusters Score -3.109921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 121655 members 
Entering Unmasked Estep 
Score: -30951934.000000 Penalty: 6151.763672
	Iteration 0F: 3 clusters Score -3.095193e+07 nChanged 118244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -31021428.000000 Penalty: 6151.763672
	Iteration 1F: 3 clusters Score -3.102143e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -31022722.000000 Penalty: 6151.763672
	Iteration 2Q: 3 clusters Score -3.102272e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132508 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -31024098.000000 Penalty: 6151.763672
	Iteration 3Q: 3 clusters Score -3.10241e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137970 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -31026400.000000 Penalty: 6151.763672
	Iteration 4Q: 3 clusters Score -3.10264e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146084 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -31030734.000000 Penalty: 6151.763672
	Iteration 5Q: 3 clusters Score -3.103073e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -31037718.000000 Penalty: 6151.763672
	Iteration 6F: 3 clusters Score -3.103772e+07 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -31048340.000000 Penalty: 6151.763672
	Iteration 7F: 3 clusters Score -3.104834e+07 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -31061228.000000 Penalty: 6151.763672
	Iteration 8F: 3 clusters Score -3.106123e+07 nChanged 18779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209342 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -31073726.000000 Penalty: 6151.763672
	Iteration 9F: 3 clusters Score -3.107373e+07 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225421 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -31084324.000000 Penalty: 6151.763672
	Iteration 10F: 3 clusters Score -3.108432e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236468 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -31091912.000000 Penalty: 6151.763672
	Iteration 11Q: 3 clusters Score -3.109191e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241450 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -31095258.000000 Penalty: 6151.763672
	Iteration 12Q: 3 clusters Score -3.109526e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242816 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -31096122.000000 Penalty: 6151.763672
	Iteration 13Q: 3 clusters Score -3.109612e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243135 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31096320.000000 Penalty: 6151.763672
	Iteration 14Q: 3 clusters Score -3.109632e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31096390.000000 Penalty: 6151.763672
	Iteration 15Q: 3 clusters Score -3.109639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31096436.000000 Penalty: 6151.763672
	Iteration 16Q: 3 clusters Score -3.109644e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31096484.000000 Penalty: 6151.763672
	Iteration 17Q: 3 clusters Score -3.109648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243260 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31096510.000000 Penalty: 6151.763672
	Iteration 18Q: 3 clusters Score -3.109651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243265 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31096518.000000 Penalty: 6151.763672
	Iteration 19Q: 3 clusters Score -3.109652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31096536.000000 Penalty: 6151.763672
	Iteration 20F: 3 clusters Score -3.109654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31096546.000000 Penalty: 6151.763672
	Iteration 21Q: 3 clusters Score -3.109655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31096578.000000 Penalty: 6151.763672
	Iteration 22Q: 3 clusters Score -3.109658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31096592.000000 Penalty: 6151.763672
	Iteration 23Q: 3 clusters Score -3.109659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31096594.000000 Penalty: 6151.763672
	Iteration 24Q: 3 clusters Score -3.109659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31096600.000000 Penalty: 6151.763672
	Iteration 25Q: 3 clusters Score -3.10966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243269 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31096608.000000 Penalty: 6151.763672
	Iteration 26Q: 3 clusters Score -3.109661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31096590.000000 Penalty: 6151.763672
	Iteration 27Q: 3 clusters Score -3.109659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31096602.000000 Penalty: 6151.763672
	Iteration 28Q: 3 clusters Score -3.10966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243269 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31096598.000000 Penalty: 6151.763672
	Iteration 29Q: 3 clusters Score -3.10966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31096600.000000 Penalty: 6151.763672
	Iteration 30Q: 3 clusters Score -3.10966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243269 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31096598.000000 Penalty: 6151.763672
	Iteration 31Q: 3 clusters Score -3.10966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243269 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31096598.000000 Penalty: 6151.763672
	Iteration 32F: 3 clusters Score -3.10966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Entering Unmasked Estep 
Score: -21937862.000000 Penalty: 2987.853760
	Iteration 0F: 2 clusters Score -2.193786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -21824918.000000 Penalty: 5975.707520
	Iteration 0F: 3 clusters Score -2.182492e+07 nChanged 81874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -21873278.000000 Penalty: 5975.707520
	Iteration 1F: 3 clusters Score -2.187328e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -21874694.000000 Penalty: 5975.707520
	Iteration 2Q: 3 clusters Score -2.187469e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -21876468.000000 Penalty: 5975.707520
	Iteration 3Q: 3 clusters Score -2.187647e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -21879434.000000 Penalty: 5975.707520
	Iteration 4Q: 3 clusters Score -2.187943e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -21884152.000000 Penalty: 5975.707520
	Iteration 5F: 3 clusters Score -2.188415e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -21890980.000000 Penalty: 5975.707520
	Iteration 6F: 3 clusters Score -2.189098e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -21900606.000000 Penalty: 5975.707520
	Iteration 7F: 3 clusters Score -2.190061e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -21908788.000000 Penalty: 5975.707520
	Iteration 8F: 3 clusters Score -2.190879e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -21913046.000000 Penalty: 5975.707520
	Iteration 9F: 3 clusters Score -2.191305e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -21914708.000000 Penalty: 5975.707520
	Iteration 10Q: 3 clusters Score -2.191471e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 72898 members 
Entering Unmasked Estep 
Score: -21915306.000000 Penalty: 5975.707520
	Iteration 11Q: 3 clusters Score -2.191531e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -21915814.000000 Penalty: 5975.707520
	Iteration 12Q: 3 clusters Score -2.191581e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -21916476.000000 Penalty: 5975.707520
	Iteration 13Q: 3 clusters Score -2.191648e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -21916860.000000 Penalty: 5975.707520
	Iteration 14Q: 3 clusters Score -2.191686e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -21917308.000000 Penalty: 5975.707520
	Iteration 15Q: 3 clusters Score -2.191731e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104244 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -21917778.000000 Penalty: 5975.707520
	Iteration 16Q: 3 clusters Score -2.191778e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -21918024.000000 Penalty: 5975.707520
	Iteration 17Q: 3 clusters Score -2.191802e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106800 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -21918488.000000 Penalty: 5975.707520
	Iteration 18Q: 3 clusters Score -2.191849e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -21918878.000000 Penalty: 5975.707520
	Iteration 19Q: 3 clusters Score -2.191888e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -21919154.000000 Penalty: 5975.707520
	Iteration 20F: 3 clusters Score -2.191915e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -21919446.000000 Penalty: 5975.707520
	Iteration 21Q: 3 clusters Score -2.191945e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -21919686.000000 Penalty: 5975.707520
	Iteration 22Q: 3 clusters Score -2.191969e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113475 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -21919856.000000 Penalty: 5975.707520
	Iteration 23Q: 3 clusters Score -2.191986e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -21920076.000000 Penalty: 5975.707520
	Iteration 24Q: 3 clusters Score -2.192008e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -21920348.000000 Penalty: 5975.707520
	Iteration 25Q: 3 clusters Score -2.192035e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117673 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -21920564.000000 Penalty: 5975.707520
	Iteration 26Q: 3 clusters Score -2.192056e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -21920762.000000 Penalty: 5975.707520
	Iteration 27Q: 3 clusters Score -2.192076e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120621 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -21920938.000000 Penalty: 5975.707520
	Iteration 28Q: 3 clusters Score -2.192094e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -21921130.000000 Penalty: 5975.707520
	Iteration 29Q: 3 clusters Score -2.192113e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123548 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -21921342.000000 Penalty: 5975.707520
	Iteration 30Q: 3 clusters Score -2.192134e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -21921594.000000 Penalty: 5975.707520
	Iteration 31Q: 3 clusters Score -2.192159e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -21921932.000000 Penalty: 5975.707520
	Iteration 32Q: 3 clusters Score -2.192193e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -21922164.000000 Penalty: 5975.707520
	Iteration 33Q: 3 clusters Score -2.192216e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129557 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -21922468.000000 Penalty: 5975.707520
	Iteration 34Q: 3 clusters Score -2.192247e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131095 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -21922778.000000 Penalty: 5975.707520
	Iteration 35Q: 3 clusters Score -2.192278e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132676 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -21923172.000000 Penalty: 5975.707520
	Iteration 36Q: 3 clusters Score -2.192317e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134337 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -21923616.000000 Penalty: 5975.707520
	Iteration 37Q: 3 clusters Score -2.192362e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136018 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -21923964.000000 Penalty: 5975.707520
	Iteration 38Q: 3 clusters Score -2.192396e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -21924372.000000 Penalty: 5975.707520
	Iteration 39Q: 3 clusters Score -2.192437e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -21924950.000000 Penalty: 5975.707520
	Iteration 40F: 3 clusters Score -2.192495e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141141 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -21925310.000000 Penalty: 5975.707520
	Iteration 41Q: 3 clusters Score -2.192531e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142814 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -21925702.000000 Penalty: 5975.707520
	Iteration 42Q: 3 clusters Score -2.19257e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144468 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -21926214.000000 Penalty: 5975.707520
	Iteration 43Q: 3 clusters Score -2.192621e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146112 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -21926672.000000 Penalty: 5975.707520
	Iteration 44Q: 3 clusters Score -2.192667e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -21927208.000000 Penalty: 5975.707520
	Iteration 45Q: 3 clusters Score -2.192721e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149424 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -21927692.000000 Penalty: 5975.707520
	Iteration 46Q: 3 clusters Score -2.192769e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151051 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -21928334.000000 Penalty: 5975.707520
	Iteration 47Q: 3 clusters Score -2.192833e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152608 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -21928890.000000 Penalty: 5975.707520
	Iteration 48Q: 3 clusters Score -2.192889e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -21929478.000000 Penalty: 5975.707520
	Iteration 49Q: 3 clusters Score -2.192948e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155681 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -21930022.000000 Penalty: 5975.707520
	Iteration 50Q: 3 clusters Score -2.193002e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -21930534.000000 Penalty: 5975.707520
	Iteration 51Q: 3 clusters Score -2.193053e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -21931172.000000 Penalty: 5975.707520
	Iteration 52Q: 3 clusters Score -2.193117e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -21931696.000000 Penalty: 5975.707520
	Iteration 53Q: 3 clusters Score -2.19317e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -21932176.000000 Penalty: 5975.707520
	Iteration 54Q: 3 clusters Score -2.193218e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -21932586.000000 Penalty: 5975.707520
	Iteration 55Q: 3 clusters Score -2.193259e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -21932946.000000 Penalty: 5975.707520
	Iteration 56Q: 3 clusters Score -2.193295e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -21933336.000000 Penalty: 5975.707520
	Iteration 57Q: 3 clusters Score -2.193334e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164602 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -21933694.000000 Penalty: 5975.707520
	Iteration 58Q: 3 clusters Score -2.193369e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -21933912.000000 Penalty: 5975.707520
	Iteration 59Q: 3 clusters Score -2.193391e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -21934130.000000 Penalty: 5975.707520
	Iteration 60F: 3 clusters Score -2.193413e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -21934320.000000 Penalty: 5975.707520
	Iteration 61Q: 3 clusters Score -2.193432e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -21934436.000000 Penalty: 5975.707520
	Iteration 62Q: 3 clusters Score -2.193444e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167236 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -21934510.000000 Penalty: 5975.707520
	Iteration 63Q: 3 clusters Score -2.193451e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167602 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21934594.000000 Penalty: 5975.707520
	Iteration 64Q: 3 clusters Score -2.193459e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21934692.000000 Penalty: 5975.707520
	Iteration 65Q: 3 clusters Score -2.193469e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168152 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21934812.000000 Penalty: 5975.707520
	Iteration 66Q: 3 clusters Score -2.193481e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21934890.000000 Penalty: 5975.707520
	Iteration 67Q: 3 clusters Score -2.193489e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168584 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -21934984.000000 Penalty: 5975.707520
	Iteration 68Q: 3 clusters Score -2.193498e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -21935062.000000 Penalty: 5975.707520
	Iteration 69Q: 3 clusters Score -2.193506e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -21935106.000000 Penalty: 5975.707520
	Iteration 70Q: 3 clusters Score -2.193511e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168991 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -21935170.000000 Penalty: 5975.707520
	Iteration 71Q: 3 clusters Score -2.193517e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169074 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21935214.000000 Penalty: 5975.707520
	Iteration 72Q: 3 clusters Score -2.193521e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21935238.000000 Penalty: 5975.707520
	Iteration 73Q: 3 clusters Score -2.193524e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -21935250.000000 Penalty: 5975.707520
	Iteration 74Q: 3 clusters Score -2.193525e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21935276.000000 Penalty: 5975.707520
	Iteration 75Q: 3 clusters Score -2.193528e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169348 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21935302.000000 Penalty: 5975.707520
	Iteration 76Q: 3 clusters Score -2.19353e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169402 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21935328.000000 Penalty: 5975.707520
	Iteration 77Q: 3 clusters Score -2.193533e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -21935376.000000 Penalty: 5975.707520
	Iteration 78Q: 3 clusters Score -2.193538e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21935370.000000 Penalty: 5975.707520
	Iteration 79Q: 3 clusters Score -2.193537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21935352.000000 Penalty: 5975.707520
	Iteration 80F: 3 clusters Score -2.193535e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21935390.000000 Penalty: 5975.707520
	Iteration 81Q: 3 clusters Score -2.193539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21935376.000000 Penalty: 5975.707520
	Iteration 82Q: 3 clusters Score -2.193538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21935384.000000 Penalty: 5975.707520
	Iteration 83Q: 3 clusters Score -2.193538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21935418.000000 Penalty: 5975.707520
	Iteration 84Q: 3 clusters Score -2.193542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169635 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -21935414.000000 Penalty: 5975.707520
	Iteration 85Q: 3 clusters Score -2.193541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169642 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21935440.000000 Penalty: 5975.707520
	Iteration 86Q: 3 clusters Score -2.193544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21935438.000000 Penalty: 5975.707520
	Iteration 87Q: 3 clusters Score -2.193544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169661 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21935446.000000 Penalty: 5975.707520
	Iteration 88Q: 3 clusters Score -2.193545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169674 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21935442.000000 Penalty: 5975.707520
	Iteration 89Q: 3 clusters Score -2.193544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169681 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21935446.000000 Penalty: 5975.707520
	Iteration 90Q: 3 clusters Score -2.193545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169687 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21935462.000000 Penalty: 5975.707520
	Iteration 91Q: 3 clusters Score -2.193546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21935460.000000 Penalty: 5975.707520
	Iteration 92Q: 3 clusters Score -2.193546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169709 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21935470.000000 Penalty: 5975.707520
	Iteration 93Q: 3 clusters Score -2.193547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169717 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -21935460.000000 Penalty: 5975.707520
	Iteration 94Q: 3 clusters Score -2.193546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -21935482.000000 Penalty: 5975.707520
	Iteration 95Q: 3 clusters Score -2.193548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21935482.000000 Penalty: 5975.707520
	Iteration 96Q: 3 clusters Score -2.193548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169741 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -21935494.000000 Penalty: 5975.707520
	Iteration 97Q: 3 clusters Score -2.193549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169743 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -21935482.000000 Penalty: 5975.707520
	Iteration 98Q: 3 clusters Score -2.193548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21935494.000000 Penalty: 5975.707520
	Iteration 99Q: 3 clusters Score -2.193549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21935500.000000 Penalty: 5975.707520
	Iteration 100F: 3 clusters Score -2.19355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21151 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206081 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55198 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184102 members 
Mstep: Class 16 contains 63110 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187507 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 399Q: 20 clusters Score -1.496838e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21147 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206078 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55198 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184102 members 
Mstep: Class 16 contains 63112 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187510 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683744.000000 Penalty: 65918.976562
Iteration 400F: 20 clusters Score -1.496837e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21142 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206077 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55198 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184102 members 
Mstep: Class 16 contains 63114 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187509 members 
Mstep: Class 22 contains 243474 members 
Mstep: Class 23 contains 170726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 401Q: 20 clusters Score -1.496838e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21139 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206076 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55198 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184103 members 
Mstep: Class 16 contains 63116 members 
Mstep: Class 18 contains 32216 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187511 members 
Mstep: Class 22 contains 243473 members 
Mstep: Class 23 contains 170726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683760.000000 Penalty: 65918.976562
Iteration 402Q: 20 clusters Score -1.496838e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206076 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184102 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187511 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683744.000000 Penalty: 65918.976562
Iteration 403Q: 20 clusters Score -1.496837e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206074 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184104 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187508 members 
Mstep: Class 22 contains 243472 members 
Mstep: Class 23 contains 170730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683712.000000 Penalty: 65918.976562
Iteration 404Q: 20 clusters Score -1.496837e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206074 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184104 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187507 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683744.000000 Penalty: 65918.976562
Iteration 405Q: 20 clusters Score -1.496837e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206071 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184106 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187504 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 406Q: 20 clusters Score -1.496838e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206067 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184110 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187503 members 
Mstep: Class 22 contains 243472 members 
Mstep: Class 23 contains 170736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 407Q: 20 clusters Score -1.496838e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206069 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184113 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187500 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 408Q: 20 clusters Score -1.496838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206070 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184112 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187500 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 409Q: 20 clusters Score -1.496838e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206070 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184112 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187499 members 
Mstep: Class 22 contains 243471 members 
Mstep: Class 23 contains 170736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 410Q: 20 clusters Score -1.496838e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206070 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184115 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187498 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683808.000000 Penalty: 65918.976562
Iteration 411Q: 20 clusters Score -1.496838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206070 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184116 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187497 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683792.000000 Penalty: 65918.976562
Iteration 412Q: 20 clusters Score -1.496838e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206069 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184117 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187497 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 413Q: 20 clusters Score -1.496838e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206069 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 14 contains 184117 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187497 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149683776.000000 Penalty: 65918.976562
Iteration 414F: 20 clusters Score -1.496838e+08 nChanged 0
Entering ConstructFrom: 
Score: -149683776.000000 Penalty: 65918.976562
Entering ConstructFrom: 
Trying to split cluster 1 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -75660.546875 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -75660.55 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 356 members 
Entering Unmasked Estep 
Score: -73991.953125 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -73991.95 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74489.960938 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -74489.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74822.523438 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -74822.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75205.984375 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -75205.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75458.898438 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -75458.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75529.546875 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -75529.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75610.679688 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -75610.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75696.765625 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -75696.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75803.640625 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -75803.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75841.601562 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -75841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75887.421875 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -75887.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75916.070312 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -75916.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75955.218750 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -75955.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76010.109375 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -76010.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76080.164062 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -76080.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76148.601562 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -76148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76278.265625 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -76278.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76591.757812 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -76591.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76610.960938 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -76610.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76613.000000 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -76613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76613.000000 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -76613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206069 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 306 members 
Mstep: Class 14 contains 184117 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187497 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
Score: -149682656.000000 Penalty: 69388.398438
Splitting cluster 1 changes total score from -149683776.000000 to -149682656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (21141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Entering Unmasked Estep 
Score: -2706462.250000 Penalty: 2469.824219
	Iteration 0F: 2 clusters Score -2706462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2691794.000000 Penalty: 4939.648438
	Iteration 0F: 3 clusters Score -2691794 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2696752.750000 Penalty: 4939.648438
	Iteration 1F: 3 clusters Score -2696753 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2697081.250000 Penalty: 4939.648438
	Iteration 2Q: 3 clusters Score -2697081 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2697379.750000 Penalty: 4939.648438
	Iteration 3Q: 3 clusters Score -2697380 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2697703.000000 Penalty: 4939.648438
	Iteration 4Q: 3 clusters Score -2697703 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2698133.000000 Penalty: 4939.648438
	Iteration 5Q: 3 clusters Score -2698133 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2698768.000000 Penalty: 4939.648438
	Iteration 6F: 3 clusters Score -2698768 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2699662.000000 Penalty: 4939.648438
	Iteration 7F: 3 clusters Score -2699662 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2700835.500000 Penalty: 4939.648438
	Iteration 8F: 3 clusters Score -2700836 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2702093.750000 Penalty: 4939.648438
	Iteration 9F: 3 clusters Score -2702094 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2703101.250000 Penalty: 4939.648438
	Iteration 10Q: 3 clusters Score -2703101 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2703714.250000 Penalty: 4939.648438
	Iteration 11Q: 3 clusters Score -2703714 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2703990.000000 Penalty: 4939.648438
	Iteration 12Q: 3 clusters Score -2703990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2704113.250000 Penalty: 4939.648438
	Iteration 13Q: 3 clusters Score -2704113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2704176.000000 Penalty: 4939.648438
	Iteration 14Q: 3 clusters Score -2704176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2704217.750000 Penalty: 4939.648438
	Iteration 15Q: 3 clusters Score -2704218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2704247.500000 Penalty: 4939.648438
	Iteration 16Q: 3 clusters Score -2704248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2704275.000000 Penalty: 4939.648438
	Iteration 17Q: 3 clusters Score -2704275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2704288.500000 Penalty: 4939.648438
	Iteration 18Q: 3 clusters Score -2704288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2704295.000000 Penalty: 4939.648438
	Iteration 19Q: 3 clusters Score -2704295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2704295.000000 Penalty: 4939.648438
	Iteration 20F: 3 clusters Score -2704295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -29705.525391 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -29705.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28429.228516 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -28429.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28641.783203 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -28641.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28698.087891 Penalty: 2830.726807
	Iteration 2Q: 3 clusters Score -28698.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28724.015625 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -28724.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28730.035156 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -28730.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28734.101562 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -28734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28738.865234 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -28738.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28744.791016 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -28744.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28744.791016 Penalty: 2830.726807
	Iteration 8F: 3 clusters Score -28744.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -228520.250000 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -228520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -225928.406250 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -225928.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -226351.015625 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -226351 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -226495.171875 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -226495.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -226580.453125 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -226580.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -226627.984375 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -226628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226656.812500 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -226656.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226682.390625 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -226682.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -226707.593750 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -226707.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226724.515625 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -226724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226736.062500 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -226736.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226752.937500 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -226752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226762.875000 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -226762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -226767.968750 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -226768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226774.140625 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -226774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226779.750000 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -226779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226788.953125 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -226789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -226794.218750 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -226794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226796.500000 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -226796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226797.609375 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -226797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226800.203125 Penalty: 3750.316162
	Iteration 19Q: 3 clusters Score -226800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -226801.953125 Penalty: 3750.316162
	Iteration 20F: 3 clusters Score -226802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -226802.562500 Penalty: 3750.316162
	Iteration 21Q: 3 clusters Score -226802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -226802.562500 Penalty: 3750.316162
	Iteration 22F: 3 clusters Score -226802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206069 members 
Entering Unmasked Estep 
Score: -26368546.000000 Penalty: 3034.519775
	Iteration 0F: 2 clusters Score -2.636855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -26235176.000000 Penalty: 6069.039551
	Iteration 0F: 3 clusters Score -2.623518e+07 nChanged 99047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -26293096.000000 Penalty: 6069.039551
	Iteration 1F: 3 clusters Score -2.62931e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -26294658.000000 Penalty: 6069.039551
	Iteration 2Q: 3 clusters Score -2.629466e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -26296896.000000 Penalty: 6069.039551
	Iteration 3Q: 3 clusters Score -2.62969e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -26300356.000000 Penalty: 6069.039551
	Iteration 4Q: 3 clusters Score -2.630036e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -26306078.000000 Penalty: 6069.039551
	Iteration 5F: 3 clusters Score -2.630608e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116021 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -26314982.000000 Penalty: 6069.039551
	Iteration 6F: 3 clusters Score -2.631498e+07 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122103 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -26326036.000000 Penalty: 6069.039551
	Iteration 7F: 3 clusters Score -2.632604e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -26337072.000000 Penalty: 6069.039551
	Iteration 8F: 3 clusters Score -2.633707e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133282 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -26344230.000000 Penalty: 6069.039551
	Iteration 9F: 3 clusters Score -2.634423e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137345 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -26347366.000000 Penalty: 6069.039551
	Iteration 10Q: 3 clusters Score -2.634737e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -26349112.000000 Penalty: 6069.039551
	Iteration 11Q: 3 clusters Score -2.634911e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -26350556.000000 Penalty: 6069.039551
	Iteration 12Q: 3 clusters Score -2.635056e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -26351830.000000 Penalty: 6069.039551
	Iteration 13Q: 3 clusters Score -2.635183e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -26353244.000000 Penalty: 6069.039551
	Iteration 14Q: 3 clusters Score -2.635324e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -26354578.000000 Penalty: 6069.039551
	Iteration 15Q: 3 clusters Score -2.635458e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159035 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -26355778.000000 Penalty: 6069.039551
	Iteration 16Q: 3 clusters Score -2.635578e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162301 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -26357036.000000 Penalty: 6069.039551
	Iteration 17Q: 3 clusters Score -2.635704e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165451 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -26358480.000000 Penalty: 6069.039551
	Iteration 18Q: 3 clusters Score -2.635848e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168592 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -26359460.000000 Penalty: 6069.039551
	Iteration 19Q: 3 clusters Score -2.635946e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -26360460.000000 Penalty: 6069.039551
	Iteration 20F: 3 clusters Score -2.636046e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -26361256.000000 Penalty: 6069.039551
	Iteration 21Q: 3 clusters Score -2.636126e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177297 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -26362110.000000 Penalty: 6069.039551
	Iteration 22Q: 3 clusters Score -2.636211e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179953 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -26362906.000000 Penalty: 6069.039551
	Iteration 23Q: 3 clusters Score -2.636291e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182564 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -26363712.000000 Penalty: 6069.039551
	Iteration 24Q: 3 clusters Score -2.636371e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185045 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -26364338.000000 Penalty: 6069.039551
	Iteration 25Q: 3 clusters Score -2.636434e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187369 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -26364848.000000 Penalty: 6069.039551
	Iteration 26Q: 3 clusters Score -2.636485e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189486 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -26365436.000000 Penalty: 6069.039551
	Iteration 27Q: 3 clusters Score -2.636544e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191489 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -26365696.000000 Penalty: 6069.039551
	Iteration 28Q: 3 clusters Score -2.63657e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193319 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -26365928.000000 Penalty: 6069.039551
	Iteration 29Q: 3 clusters Score -2.636593e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194937 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -26366188.000000 Penalty: 6069.039551
	Iteration 30Q: 3 clusters Score -2.636619e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196365 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -26366198.000000 Penalty: 6069.039551
	Iteration 31Q: 3 clusters Score -2.63662e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197611 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -26366244.000000 Penalty: 6069.039551
	Iteration 32Q: 3 clusters Score -2.636624e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198737 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -26366420.000000 Penalty: 6069.039551
	Iteration 33Q: 3 clusters Score -2.636642e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -26366522.000000 Penalty: 6069.039551
	Iteration 34Q: 3 clusters Score -2.636652e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200452 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -26366670.000000 Penalty: 6069.039551
	Iteration 35Q: 3 clusters Score -2.636667e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201127 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -26366756.000000 Penalty: 6069.039551
	Iteration 36Q: 3 clusters Score -2.636676e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201675 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -26366788.000000 Penalty: 6069.039551
	Iteration 37Q: 3 clusters Score -2.636679e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -26366756.000000 Penalty: 6069.039551
	Iteration 38Q: 3 clusters Score -2.636676e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202497 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -26366808.000000 Penalty: 6069.039551
	Iteration 39Q: 3 clusters Score -2.636681e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202778 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -26366774.000000 Penalty: 6069.039551
	Iteration 40F: 3 clusters Score -2.636677e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203047 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -26366780.000000 Penalty: 6069.039551
	Iteration 41Q: 3 clusters Score -2.636678e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203275 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -26366686.000000 Penalty: 6069.039551
	Iteration 42Q: 3 clusters Score -2.636669e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203467 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -26366730.000000 Penalty: 6069.039551
	Iteration 43Q: 3 clusters Score -2.636673e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203633 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -26366710.000000 Penalty: 6069.039551
	Iteration 44Q: 3 clusters Score -2.636671e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203768 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -26366702.000000 Penalty: 6069.039551
	Iteration 45Q: 3 clusters Score -2.63667e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203891 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -26366674.000000 Penalty: 6069.039551
	Iteration 46Q: 3 clusters Score -2.636667e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203987 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -26366600.000000 Penalty: 6069.039551
	Iteration 47Q: 3 clusters Score -2.63666e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204076 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -26366598.000000 Penalty: 6069.039551
	Iteration 48Q: 3 clusters Score -2.63666e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204140 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -26366628.000000 Penalty: 6069.039551
	Iteration 49Q: 3 clusters Score -2.636663e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204183 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -26366638.000000 Penalty: 6069.039551
	Iteration 50Q: 3 clusters Score -2.636664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204220 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -26366604.000000 Penalty: 6069.039551
	Iteration 51Q: 3 clusters Score -2.63666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204246 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -26366598.000000 Penalty: 6069.039551
	Iteration 52Q: 3 clusters Score -2.63666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204271 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -26366600.000000 Penalty: 6069.039551
	Iteration 53Q: 3 clusters Score -2.63666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204295 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -26366596.000000 Penalty: 6069.039551
	Iteration 54Q: 3 clusters Score -2.63666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204324 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -26366614.000000 Penalty: 6069.039551
	Iteration 55Q: 3 clusters Score -2.636661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204345 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -26366624.000000 Penalty: 6069.039551
	Iteration 56Q: 3 clusters Score -2.636662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204361 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -26366640.000000 Penalty: 6069.039551
	Iteration 57Q: 3 clusters Score -2.636664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204374 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -26366634.000000 Penalty: 6069.039551
	Iteration 58Q: 3 clusters Score -2.636663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204387 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -26366644.000000 Penalty: 6069.039551
	Iteration 59Q: 3 clusters Score -2.636664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204396 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -26366642.000000 Penalty: 6069.039551
	Iteration 60F: 3 clusters Score -2.636664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204404 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -26366660.000000 Penalty: 6069.039551
	Iteration 61Q: 3 clusters Score -2.636666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204416 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -26366642.000000 Penalty: 6069.039551
	Iteration 62Q: 3 clusters Score -2.636664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204427 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -26366644.000000 Penalty: 6069.039551
	Iteration 63Q: 3 clusters Score -2.636664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204431 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -26366632.000000 Penalty: 6069.039551
	Iteration 64Q: 3 clusters Score -2.636663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204438 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26366614.000000 Penalty: 6069.039551
	Iteration 65Q: 3 clusters Score -2.636661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204444 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -26366640.000000 Penalty: 6069.039551
	Iteration 66Q: 3 clusters Score -2.636664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204450 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -26366638.000000 Penalty: 6069.039551
	Iteration 67Q: 3 clusters Score -2.636664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -26366626.000000 Penalty: 6069.039551
	Iteration 68Q: 3 clusters Score -2.636663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204455 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -26366630.000000 Penalty: 6069.039551
	Iteration 69Q: 3 clusters Score -2.636663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204459 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -26366630.000000 Penalty: 6069.039551
	Iteration 70Q: 3 clusters Score -2.636663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204460 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -26366624.000000 Penalty: 6069.039551
	Iteration 71Q: 3 clusters Score -2.636662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204465 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -26366622.000000 Penalty: 6069.039551
	Iteration 72Q: 3 clusters Score -2.636662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204474 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -26366642.000000 Penalty: 6069.039551
	Iteration 73Q: 3 clusters Score -2.636664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204474 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -26366654.000000 Penalty: 6069.039551
	Iteration 74Q: 3 clusters Score -2.636665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204477 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -26366654.000000 Penalty: 6069.039551
	Iteration 75Q: 3 clusters Score -2.636665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204478 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -26366638.000000 Penalty: 6069.039551
	Iteration 76Q: 3 clusters Score -2.636664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204478 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -26366638.000000 Penalty: 6069.039551
	Iteration 77F: 3 clusters Score -2.636664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -60242.445312 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -60242.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58746.519531 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -58746.52 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59309.867188 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -59309.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59722.367188 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -59722.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60108.007812 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -60108.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60361.007812 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -60361.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60464.421875 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -60464.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60512.773438 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -60512.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60536.757812 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -60536.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60546.660156 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -60546.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60558.292969 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -60558.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60558.292969 Penalty: 3153.489746
	Iteration 10F: 3 clusters Score -60558.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21141 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 206069 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 55197 members 
Mstep: Class 11 contains 5540 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 171 members 
Mstep: Class 14 contains 184117 members 
Mstep: Class 16 contains 63115 members 
Mstep: Class 18 contains 32217 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 187497 members 
Mstep: Class 22 contains 243470 members 
Mstep: Class 23 contains 170735 members 
Entering Unmasked Estep 
Score: -149682320.000000 Penalty: 69388.398438
Splitting cluster 6 changes total score from -149683776.000000 to -149682320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -63228.886719 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -63228.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61723.730469 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -61723.73 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61982.957031 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -61982.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62084.253906 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -62084.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62119.671875 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -62119.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62133.730469 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -62133.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62141.828125 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -62141.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62143.457031 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -62143.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -62144.628906 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -62144.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62146.000000 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -62146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62147.730469 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -62147.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62147.730469 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -62147.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -40260.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38827.578125 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -38827.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38974.515625 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -38974.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39007.203125 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -39007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39052.679688 Penalty: 2942.393555
	Iteration 3Q: 3 clusters Score -39052.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39092.707031 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -39092.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39121.570312 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -39121.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39129.660156 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -39129.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39135.402344 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -39135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39136.281250 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -39136.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39136.281250 Penalty: 2942.393555
	Iteration 9F: 3 clusters Score -39136.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Entering Unmasked Estep 
Score: -1456887.750000 Penalty: 2312.314209
	Iteration 0F: 2 clusters Score -1456888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1448486.500000 Penalty: 4624.628418
	Iteration 0F: 3 clusters Score -1448486 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1450937.875000 Penalty: 4624.628418
	Iteration 1F: 3 clusters Score -1450938 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1451260.500000 Penalty: 4624.628418
	Iteration 2F: 3 clusters Score -1451260 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1451507.875000 Penalty: 4624.628418
	Iteration 3F: 3 clusters Score -1451508 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1451689.375000 Penalty: 4624.628418
	Iteration 4Q: 3 clusters Score -1451689 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1451832.625000 Penalty: 4624.628418
	Iteration 5Q: 3 clusters Score -1451833 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1451970.875000 Penalty: 4624.628418
	Iteration 6Q: 3 clusters Score -1451971 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1452097.375000 Penalty: 4624.628418
	Iteration 7Q: 3 clusters Score -1452097 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1452249.250000 Penalty: 4624.628418
	Iteration 8Q: 3 clusters Score -1452249 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1452427.500000 Penalty: 4624.628418
	Iteration 9Q: 3 clusters Score -1452428 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1452629.625000 Penalty: 4624.628418
	Iteration 10Q: 3 clusters Score -1452630 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1452859.875000 Penalty: 4624.628418
	Iteration 11Q: 3 clusters Score -1452860 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1453149.000000 Penalty: 4624.628418
	Iteration 12Q: 3 clusters Score -1453149 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1453459.000000 Penalty: 4624.628418
	Iteration 13Q: 3 clusters Score -1453459 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1453792.250000 Penalty: 4624.628418
	Iteration 14Q: 3 clusters Score -1453792 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1454097.875000 Penalty: 4624.628418
	Iteration 15Q: 3 clusters Score -1454098 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1454316.625000 Penalty: 4624.628418
	Iteration 16Q: 3 clusters Score -1454317 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1454435.375000 Penalty: 4624.628418
	Iteration 17Q: 3 clusters Score -1454435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1454509.250000 Penalty: 4624.628418
	Iteration 18Q: 3 clusters Score -1454509 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1454567.000000 Penalty: 4624.628418
	Iteration 19Q: 3 clusters Score -1454567 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1454600.500000 Penalty: 4624.628418
	Iteration 20F: 3 clusters Score -1454600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1454634.625000 Penalty: 4624.628418
	Iteration 21Q: 3 clusters Score -1454635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1454651.625000 Penalty: 4624.628418
	Iteration 22Q: 3 clusters Score -1454652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1454663.250000 Penalty: 4624.628418
	Iteration 23Q: 3 clusters Score -1454663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1454669.375000 Penalty: 4624.628418
	Iteration 24Q: 3 clusters Score -1454669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1454676.750000 Penalty: 4624.628418
	Iteration 25Q: 3 clusters Score -1454677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1454685.375000 Penalty: 4624.628418
	Iteration 26Q: 3 clusters Score -1454685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1454682.750000 Penalty: 4624.628418
	Iteration 27Q: 3 clusters Score -1454683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1454687.750000 Penalty: 4624.628418
	Iteration 28Q: 3 clusters Score -1454688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1454693.625000 Penalty: 4624.628418
	Iteration 29Q: 3 clusters Score -1454694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1454700.500000 Penalty: 4624.628418
	Iteration 30Q: 3 clusters Score -1454700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1454706.250000 Penalty: 4624.628418
	Iteration 31Q: 3 clusters Score -1454706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1454710.500000 Penalty: 4624.628418
	Iteration 32Q: 3 clusters Score -1454710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1454715.125000 Penalty: 4624.628418
	Iteration 33Q: 3 clusters Score -1454715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1454718.625000 Penalty: 4624.628418
	Iteration 34Q: 3 clusters Score -1454719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1454725.250000 Penalty: 4624.628418
	Iteration 35Q: 3 clusters Score -1454725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1454726.000000 Penalty: 4624.628418
	Iteration 36Q: 3 clusters Score -1454726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1454727.375000 Penalty: 4624.628418
	Iteration 37Q: 3 clusters Score -1454727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1454727.625000 Penalty: 4624.628418
	Iteration 38Q: 3 clusters Score -1454728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1454729.625000 Penalty: 4624.628418
	Iteration 39Q: 3 clusters Score -1454730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1454730.750000 Penalty: 4624.628418
	Iteration 40F: 3 clusters Score -1454731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1454733.000000 Penalty: 4624.628418
	Iteration 41Q: 3 clusters Score -1454733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1454734.750000 Penalty: 4624.628418
	Iteration 42Q: 3 clusters Score -1454735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1454737.750000 Penalty: 4624.628418
	Iteration 43Q: 3 clusters Score -1454738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1454738.250000 Penalty: 4624.628418
	Iteration 44Q: 3 clusters Score -1454738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1454741.250000 Penalty: 4624.628418
	Iteration 45Q: 3 clusters Score -1454741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1454741.500000 Penalty: 4624.628418
	Iteration 46Q: 3 clusters Score -1454742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1454745.500000 Penalty: 4624.628418
	Iteration 47Q: 3 clusters Score -1454746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1454747.000000 Penalty: 4624.628418
	Iteration 48Q: 3 clusters Score -1454747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1454752.125000 Penalty: 4624.628418
	Iteration 49Q: 3 clusters Score -1454752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1454755.250000 Penalty: 4624.628418
	Iteration 50Q: 3 clusters Score -1454755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1454756.875000 Penalty: 4624.628418
	Iteration 51Q: 3 clusters Score -1454757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1454757.625000 Penalty: 4624.628418
	Iteration 52Q: 3 clusters Score -1454758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1454759.500000 Penalty: 4624.628418
	Iteration 53Q: 3 clusters Score -1454760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1454762.375000 Penalty: 4624.628418
	Iteration 54Q: 3 clusters Score -1454762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1454764.250000 Penalty: 4624.628418
	Iteration 55Q: 3 clusters Score -1454764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1454765.125000 Penalty: 4624.628418
	Iteration 56Q: 3 clusters Score -1454765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1454765.750000 Penalty: 4624.628418
	Iteration 57Q: 3 clusters Score -1454766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1454764.500000 Penalty: 4624.628418
	Iteration 58Q: 3 clusters Score -1454764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1454765.125000 Penalty: 4624.628418
	Iteration 59Q: 3 clusters Score -1454765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1454763.875000 Penalty: 4624.628418
	Iteration 60F: 3 clusters Score -1454764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1454763.875000 Penalty: 4624.628418
	Iteration 61Q: 3 clusters Score -1454764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1454763.875000 Penalty: 4624.628418
	Iteration 62F: 3 clusters Score -1454764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Entering Unmasked Estep 
Score: -7099164.000000 Penalty: 2707.828613
	Iteration 0F: 2 clusters Score -7099164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -7061865.500000 Penalty: 5415.657227
	Iteration 0F: 3 clusters Score -7061866 nChanged 25767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -7076088.500000 Penalty: 5415.657227
	Iteration 1F: 3 clusters Score -7076088 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -7076566.500000 Penalty: 5415.657227
	Iteration 2Q: 3 clusters Score -7076566 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -7077041.000000 Penalty: 5415.657227
	Iteration 3Q: 3 clusters Score -7077041 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7077556.500000 Penalty: 5415.657227
	Iteration 4Q: 3 clusters Score -7077556 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -7078213.000000 Penalty: 5415.657227
	Iteration 5Q: 3 clusters Score -7078213 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -7079272.500000 Penalty: 5415.657227
	Iteration 6Q: 3 clusters Score -7079272 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7080854.500000 Penalty: 5415.657227
	Iteration 7F: 3 clusters Score -7080854 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7083434.000000 Penalty: 5415.657227
	Iteration 8F: 3 clusters Score -7083434 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -7086931.000000 Penalty: 5415.657227
	Iteration 9F: 3 clusters Score -7086931 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -7090683.500000 Penalty: 5415.657227
	Iteration 10F: 3 clusters Score -7090684 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -7093661.000000 Penalty: 5415.657227
	Iteration 11F: 3 clusters Score -7093661 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7095263.500000 Penalty: 5415.657227
	Iteration 12Q: 3 clusters Score -7095264 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7096047.000000 Penalty: 5415.657227
	Iteration 13Q: 3 clusters Score -7096047 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -7096444.000000 Penalty: 5415.657227
	Iteration 14Q: 3 clusters Score -7096444 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7096694.500000 Penalty: 5415.657227
	Iteration 15Q: 3 clusters Score -7096694 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -7096882.000000 Penalty: 5415.657227
	Iteration 16Q: 3 clusters Score -7096882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7096997.000000 Penalty: 5415.657227
	Iteration 17Q: 3 clusters Score -7096997 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -7097070.000000 Penalty: 5415.657227
	Iteration 18Q: 3 clusters Score -7097070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -7097130.000000 Penalty: 5415.657227
	Iteration 19Q: 3 clusters Score -7097130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7097166.500000 Penalty: 5415.657227
	Iteration 20F: 3 clusters Score -7097166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -7097186.000000 Penalty: 5415.657227
	Iteration 21Q: 3 clusters Score -7097186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7097204.500000 Penalty: 5415.657227
	Iteration 22Q: 3 clusters Score -7097204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7097221.500000 Penalty: 5415.657227
	Iteration 23Q: 3 clusters Score -7097222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -7097224.500000 Penalty: 5415.657227
	Iteration 24Q: 3 clusters Score -7097224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -7097232.500000 Penalty: 5415.657227
	Iteration 25Q: 3 clusters Score -7097232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -7097245.500000 Penalty: 5415.657227
	Iteration 26Q: 3 clusters Score -7097246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -7097237.500000 Penalty: 5415.657227
	Iteration 27Q: 3 clusters Score -7097238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -7097242.000000 Penalty: 5415.657227
	Iteration 28Q: 3 clusters Score -7097242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -7097249.500000 Penalty: 5415.657227
	Iteration 29Q: 3 clusters Score -7097250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7097245.500000 Penalty: 5415.657227
	Iteration 30Q: 3 clusters Score -7097246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7097254.500000 Penalty: 5415.657227
	Iteration 31Q: 3 clusters Score -7097254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -7097257.500000 Penalty: 5415.657227
	Iteration 32Q: 3 clusters Score -7097258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -7097260.000000 Penalty: 5415.657227
	Iteration 33Q: 3 clusters Score -7097260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -7097255.000000 Penalty: 5415.657227
	Iteration 34Q: 3 clusters Score -7097255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -7097254.500000 Penalty: 5415.657227
	Iteration 35Q: 3 clusters Score -7097254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -7097254.500000 Penalty: 5415.657227
	Iteration 36F: 3 clusters Score -7097254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -677465.500000 Penalty: 2137.697998
	Iteration 0F: 2 clusters Score -677465.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -672611.937500 Penalty: 4275.395996
	Iteration 0F: 3 clusters Score -672611.9 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -673795.750000 Penalty: 4275.395996
	Iteration 1F: 3 clusters Score -673795.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -674000.687500 Penalty: 4275.395996
	Iteration 2F: 3 clusters Score -674000.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -674143.000000 Penalty: 4275.395996
	Iteration 3Q: 3 clusters Score -674143 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -674248.937500 Penalty: 4275.395996
	Iteration 4Q: 3 clusters Score -674248.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -674336.375000 Penalty: 4275.395996
	Iteration 5Q: 3 clusters Score -674336.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -674405.687500 Penalty: 4275.395996
	Iteration 6Q: 3 clusters Score -674405.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -674480.312500 Penalty: 4275.395996
	Iteration 7Q: 3 clusters Score -674480.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -674558.812500 Penalty: 4275.395996
	Iteration 8Q: 3 clusters Score -674558.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -674646.937500 Penalty: 4275.395996
	Iteration 9Q: 3 clusters Score -674646.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -674742.875000 Penalty: 4275.395996
	Iteration 10Q: 3 clusters Score -674742.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -674825.687500 Penalty: 4275.395996
	Iteration 11Q: 3 clusters Score -674825.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -674909.625000 Penalty: 4275.395996
	Iteration 12Q: 3 clusters Score -674909.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -674997.437500 Penalty: 4275.395996
	Iteration 13Q: 3 clusters Score -674997.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -675103.500000 Penalty: 4275.395996
	Iteration 14Q: 3 clusters Score -675103.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -675202.687500 Penalty: 4275.395996
	Iteration 15Q: 3 clusters Score -675202.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -675309.375000 Penalty: 4275.395996
	Iteration 16Q: 3 clusters Score -675309.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -675431.562500 Penalty: 4275.395996
	Iteration 17Q: 3 clusters Score -675431.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -675550.250000 Penalty: 4275.395996
	Iteration 18Q: 3 clusters Score -675550.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -675632.687500 Penalty: 4275.395996
	Iteration 19Q: 3 clusters Score -675632.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -675700.437500 Penalty: 4275.395996
	Iteration 20F: 3 clusters Score -675700.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -675759.250000 Penalty: 4275.395996
	Iteration 21Q: 3 clusters Score -675759.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -675809.062500 Penalty: 4275.395996
	Iteration 22Q: 3 clusters Score -675809.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -675857.437500 Penalty: 4275.395996
	Iteration 23Q: 3 clusters Score -675857.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -675894.562500 Penalty: 4275.395996
	Iteration 24Q: 3 clusters Score -675894.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -675923.812500 Penalty: 4275.395996
	Iteration 25Q: 3 clusters Score -675923.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -675945.500000 Penalty: 4275.395996
	Iteration 26Q: 3 clusters Score -675945.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -675962.437500 Penalty: 4275.395996
	Iteration 27Q: 3 clusters Score -675962.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -675980.187500 Penalty: 4275.395996
	Iteration 28Q: 3 clusters Score -675980.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -675997.000000 Penalty: 4275.395996
	Iteration 29Q: 3 clusters Score -675997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -676009.812500 Penalty: 4275.395996
	Iteration 30Q: 3 clusters Score -676009.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -676022.562500 Penalty: 4275.395996
	Iteration 31Q: 3 clusters Score -676022.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -676037.250000 Penalty: 4275.395996
	Iteration 32Q: 3 clusters Score -676037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -676048.062500 Penalty: 4275.395996
	Iteration 33Q: 3 clusters Score -676048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -676057.062500 Penalty: 4275.395996
	Iteration 34Q: 3 clusters Score -676057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -676064.187500 Penalty: 4275.395996
	Iteration 35Q: 3 clusters Score -676064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -676072.500000 Penalty: 4275.395996
	Iteration 36Q: 3 clusters Score -676072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -676075.500000 Penalty: 4275.395996
	Iteration 37Q: 3 clusters Score -676075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -676078.312500 Penalty: 4275.395996
	Iteration 38Q: 3 clusters Score -676078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -676078.687500 Penalty: 4275.395996
	Iteration 39Q: 3 clusters Score -676078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -676079.937500 Penalty: 4275.395996
	Iteration 40F: 3 clusters Score -676079.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -540346.375000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -540346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -536260.000000 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -536260 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -537118.437500 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -537118.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -537321.812500 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -537321.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -537454.500000 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -537454.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -537562.250000 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -537562.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -537660.500000 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -537660.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -537738.875000 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -537738.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -537798.625000 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -537798.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -537853.500000 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -537853.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -537904.500000 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -537904.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -537942.687500 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -537942.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -537981.375000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -537981.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -538021.250000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -538021.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -538071.937500 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -538071.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -538145.937500 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -538145.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -538236.750000 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -538236.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -538395.375000 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -538395.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -538680.250000 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -538680.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -539146.125000 Penalty: 4152.479980
	Iteration 18F: 3 clusters Score -539146.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -539525.812500 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -539525.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -539818.062500 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -539818.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -539930.937500 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -539930.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -539958.687500 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -539958.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -539972.562500 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -539972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -539980.437500 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -539980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -539982.250000 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -539982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -539982.875000 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -539982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -539983.187500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -539983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -539984.500000 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -539984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -539984.500000 Penalty: 4152.479980
	Iteration 29F: 3 clusters Score -539984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Entering Unmasked Estep 
Score: -23623278.000000 Penalty: 3006.584961
	Iteration 0F: 2 clusters Score -2.362328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -23503390.000000 Penalty: 6013.169922
	Iteration 0F: 3 clusters Score -2.350339e+07 nChanged 88491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -23555196.000000 Penalty: 6013.169922
	Iteration 1F: 3 clusters Score -2.35552e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -23556234.000000 Penalty: 6013.169922
	Iteration 2Q: 3 clusters Score -2.355623e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -23558332.000000 Penalty: 6013.169922
	Iteration 3Q: 3 clusters Score -2.355833e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -23561084.000000 Penalty: 6013.169922
	Iteration 4Q: 3 clusters Score -2.356108e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122257 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -23566870.000000 Penalty: 6013.169922
	Iteration 5F: 3 clusters Score -2.356687e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -23577382.000000 Penalty: 6013.169922
	Iteration 6F: 3 clusters Score -2.357738e+07 nChanged 16754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153145 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -23592542.000000 Penalty: 6013.169922
	Iteration 7F: 3 clusters Score -2.359254e+07 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168766 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -23607990.000000 Penalty: 6013.169922
	Iteration 8F: 3 clusters Score -2.360799e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -23616586.000000 Penalty: 6013.169922
	Iteration 9F: 3 clusters Score -2.361659e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182636 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23619420.000000 Penalty: 6013.169922
	Iteration 10Q: 3 clusters Score -2.361942e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183630 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -23620198.000000 Penalty: 6013.169922
	Iteration 11Q: 3 clusters Score -2.36202e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183844 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23620436.000000 Penalty: 6013.169922
	Iteration 12Q: 3 clusters Score -2.362044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183894 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23620520.000000 Penalty: 6013.169922
	Iteration 13Q: 3 clusters Score -2.362052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183908 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23620562.000000 Penalty: 6013.169922
	Iteration 14Q: 3 clusters Score -2.362056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183920 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23620590.000000 Penalty: 6013.169922
	Iteration 15Q: 3 clusters Score -2.362059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183924 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23620612.000000 Penalty: 6013.169922
	Iteration 16Q: 3 clusters Score -2.362061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183925 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23620616.000000 Penalty: 6013.169922
	Iteration 17Q: 3 clusters Score -2.362062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23620636.000000 Penalty: 6013.169922
	Iteration 18Q: 3 clusters Score -2.362064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23620632.000000 Penalty: 6013.169922
	Iteration 19Q: 3 clusters Score -2.362063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23620638.000000 Penalty: 6013.169922
	Iteration 20F: 3 clusters Score -2.362064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23620640.000000 Penalty: 6013.169922
	Iteration 21Q: 3 clusters Score -2.362064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23620642.000000 Penalty: 6013.169922
	Iteration 22Q: 3 clusters Score -2.362064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23620650.000000 Penalty: 6013.169922
	Iteration 23Q: 3 clusters Score -2.362065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23620650.000000 Penalty: 6013.169922
	Iteration 24F: 3 clusters Score -2.362065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (63115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Entering Unmasked Estep 
Score: -7871483.000000 Penalty: 2741.072998
	Iteration 0F: 2 clusters Score -7871483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -7829046.500000 Penalty: 5482.145996
	Iteration 0F: 3 clusters Score -7829046 nChanged 29413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -7845722.000000 Penalty: 5482.145996
	Iteration 1F: 3 clusters Score -7845722 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7846683.500000 Penalty: 5482.145996
	Iteration 2Q: 3 clusters Score -7846684 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7847990.500000 Penalty: 5482.145996
	Iteration 3F: 3 clusters Score -7847990 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -7850205.500000 Penalty: 5482.145996
	Iteration 4F: 3 clusters Score -7850206 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -7853807.000000 Penalty: 5482.145996
	Iteration 5F: 3 clusters Score -7853807 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -7858632.500000 Penalty: 5482.145996
	Iteration 6F: 3 clusters Score -7858632 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -7863502.000000 Penalty: 5482.145996
	Iteration 7F: 3 clusters Score -7863502 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7866814.000000 Penalty: 5482.145996
	Iteration 8F: 3 clusters Score -7866814 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -7868315.500000 Penalty: 5482.145996
	Iteration 9Q: 3 clusters Score -7868316 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -7868742.500000 Penalty: 5482.145996
	Iteration 10Q: 3 clusters Score -7868742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -7868914.000000 Penalty: 5482.145996
	Iteration 11Q: 3 clusters Score -7868914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -7868998.500000 Penalty: 5482.145996
	Iteration 12Q: 3 clusters Score -7868998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -7869043.500000 Penalty: 5482.145996
	Iteration 13Q: 3 clusters Score -7869044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -7869072.500000 Penalty: 5482.145996
	Iteration 14Q: 3 clusters Score -7869072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -7869095.000000 Penalty: 5482.145996
	Iteration 15Q: 3 clusters Score -7869095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -7869114.000000 Penalty: 5482.145996
	Iteration 16Q: 3 clusters Score -7869114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -7869121.000000 Penalty: 5482.145996
	Iteration 17Q: 3 clusters Score -7869121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -7869125.500000 Penalty: 5482.145996
	Iteration 18Q: 3 clusters Score -7869126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -7869130.000000 Penalty: 5482.145996
	Iteration 19Q: 3 clusters Score -7869130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -7869136.500000 Penalty: 5482.145996
	Iteration 20F: 3 clusters Score -7869136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -7869140.000000 Penalty: 5482.145996
	Iteration 21Q: 3 clusters Score -7869140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -7869148.500000 Penalty: 5482.145996
	Iteration 22Q: 3 clusters Score -7869148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -7869144.000000 Penalty: 5482.145996
	Iteration 23Q: 3 clusters Score -7869144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -7869145.500000 Penalty: 5482.145996
	Iteration 24Q: 3 clusters Score -7869146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -7869152.500000 Penalty: 5482.145996
	Iteration 25Q: 3 clusters Score -7869152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -7869152.500000 Penalty: 5482.145996
	Iteration 26Q: 3 clusters Score -7869152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -7869156.500000 Penalty: 5482.145996
	Iteration 27Q: 3 clusters Score -7869156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -7869156.500000 Penalty: 5482.145996
	Iteration 28F: 3 clusters Score -7869156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Entering Unmasked Estep 
Score: -4186270.750000 Penalty: 2574.302002
	Iteration 0F: 2 clusters Score -4186271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4164276.750000 Penalty: 5148.604004
	Iteration 0F: 3 clusters Score -4164277 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4172205.500000 Penalty: 5148.604004
	Iteration 1F: 3 clusters Score -4172206 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4172634.000000 Penalty: 5148.604004
	Iteration 2Q: 3 clusters Score -4172634 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4173047.500000 Penalty: 5148.604004
	Iteration 3Q: 3 clusters Score -4173048 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4173469.500000 Penalty: 5148.604004
	Iteration 4Q: 3 clusters Score -4173470 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4173929.000000 Penalty: 5148.604004
	Iteration 5Q: 3 clusters Score -4173929 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4174544.250000 Penalty: 5148.604004
	Iteration 6Q: 3 clusters Score -4174544 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4175400.500000 Penalty: 5148.604004
	Iteration 7Q: 3 clusters Score -4175400 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4176555.500000 Penalty: 5148.604004
	Iteration 8F: 3 clusters Score -4176556 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4178145.000000 Penalty: 5148.604004
	Iteration 9F: 3 clusters Score -4178145 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4179901.500000 Penalty: 5148.604004
	Iteration 10F: 3 clusters Score -4179902 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4181181.500000 Penalty: 5148.604004
	Iteration 11F: 3 clusters Score -4181182 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4181818.000000 Penalty: 5148.604004
	Iteration 12Q: 3 clusters Score -4181818 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4182048.750000 Penalty: 5148.604004
	Iteration 13Q: 3 clusters Score -4182049 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4182180.000000 Penalty: 5148.604004
	Iteration 14Q: 3 clusters Score -4182180 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4182258.000000 Penalty: 5148.604004
	Iteration 15Q: 3 clusters Score -4182258 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4182328.000000 Penalty: 5148.604004
	Iteration 16Q: 3 clusters Score -4182328 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4182388.750000 Penalty: 5148.604004
	Iteration 17Q: 3 clusters Score -4182389 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4182420.500000 Penalty: 5148.604004
	Iteration 18Q: 3 clusters Score -4182420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -4182466.000000 Penalty: 5148.604004
	Iteration 19Q: 3 clusters Score -4182466 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4182508.500000 Penalty: 5148.604004
	Iteration 20F: 3 clusters Score -4182508 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4182528.250000 Penalty: 5148.604004
	Iteration 21Q: 3 clusters Score -4182528 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4182581.750000 Penalty: 5148.604004
	Iteration 22Q: 3 clusters Score -4182582 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4182628.750000 Penalty: 5148.604004
	Iteration 23Q: 3 clusters Score -4182629 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4182681.750000 Penalty: 5148.604004
	Iteration 24Q: 3 clusters Score -4182682 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4182701.000000 Penalty: 5148.604004
	Iteration 25Q: 3 clusters Score -4182701 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4182739.500000 Penalty: 5148.604004
	Iteration 26Q: 3 clusters Score -4182740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4182761.250000 Penalty: 5148.604004
	Iteration 27Q: 3 clusters Score -4182761 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4182801.750000 Penalty: 5148.604004
	Iteration 28Q: 3 clusters Score -4182802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -4182849.500000 Penalty: 5148.604004
	Iteration 29Q: 3 clusters Score -4182850 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4182862.500000 Penalty: 5148.604004
	Iteration 30Q: 3 clusters Score -4182862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4182890.500000 Penalty: 5148.604004
	Iteration 31Q: 3 clusters Score -4182890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4182913.750000 Penalty: 5148.604004
	Iteration 32Q: 3 clusters Score -4182914 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -4182935.500000 Penalty: 5148.604004
	Iteration 33Q: 3 clusters Score -4182936 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4182952.000000 Penalty: 5148.604004
	Iteration 34Q: 3 clusters Score -4182952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4182979.250000 Penalty: 5148.604004
	Iteration 35Q: 3 clusters Score -4182979 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4183010.000000 Penalty: 5148.604004
	Iteration 36Q: 3 clusters Score -4183010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4183030.500000 Penalty: 5148.604004
	Iteration 37Q: 3 clusters Score -4183030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4183060.750000 Penalty: 5148.604004
	Iteration 38Q: 3 clusters Score -4183061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4183107.750000 Penalty: 5148.604004
	Iteration 39Q: 3 clusters Score -4183108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4183135.750000 Penalty: 5148.604004
	Iteration 40F: 3 clusters Score -4183136 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4183190.000000 Penalty: 5148.604004
	Iteration 41Q: 3 clusters Score -4183190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4183229.500000 Penalty: 5148.604004
	Iteration 42Q: 3 clusters Score -4183230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4183260.750000 Penalty: 5148.604004
	Iteration 43Q: 3 clusters Score -4183261 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4183292.250000 Penalty: 5148.604004
	Iteration 44Q: 3 clusters Score -4183292 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4183338.250000 Penalty: 5148.604004
	Iteration 45Q: 3 clusters Score -4183338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4183369.250000 Penalty: 5148.604004
	Iteration 46Q: 3 clusters Score -4183369 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4183410.000000 Penalty: 5148.604004
	Iteration 47Q: 3 clusters Score -4183410 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4183434.000000 Penalty: 5148.604004
	Iteration 48Q: 3 clusters Score -4183434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -4183470.000000 Penalty: 5148.604004
	Iteration 49Q: 3 clusters Score -4183470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4183504.000000 Penalty: 5148.604004
	Iteration 50Q: 3 clusters Score -4183504 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4183539.750000 Penalty: 5148.604004
	Iteration 51Q: 3 clusters Score -4183540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4183577.500000 Penalty: 5148.604004
	Iteration 52Q: 3 clusters Score -4183578 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4183597.750000 Penalty: 5148.604004
	Iteration 53Q: 3 clusters Score -4183598 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4183629.500000 Penalty: 5148.604004
	Iteration 54Q: 3 clusters Score -4183630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -4183663.000000 Penalty: 5148.604004
	Iteration 55Q: 3 clusters Score -4183663 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -4183688.000000 Penalty: 5148.604004
	Iteration 56Q: 3 clusters Score -4183688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4183731.750000 Penalty: 5148.604004
	Iteration 57Q: 3 clusters Score -4183732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4183755.500000 Penalty: 5148.604004
	Iteration 58Q: 3 clusters Score -4183756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4183785.750000 Penalty: 5148.604004
	Iteration 59Q: 3 clusters Score -4183786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4183820.250000 Penalty: 5148.604004
	Iteration 60F: 3 clusters Score -4183820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4183840.250000 Penalty: 5148.604004
	Iteration 61Q: 3 clusters Score -4183840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4183859.500000 Penalty: 5148.604004
	Iteration 62Q: 3 clusters Score -4183860 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -4183887.750000 Penalty: 5148.604004
	Iteration 63Q: 3 clusters Score -4183888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4183921.750000 Penalty: 5148.604004
	Iteration 64Q: 3 clusters Score -4183922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4183925.250000 Penalty: 5148.604004
	Iteration 65Q: 3 clusters Score -4183925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -4183956.500000 Penalty: 5148.604004
	Iteration 66Q: 3 clusters Score -4183956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -4183972.500000 Penalty: 5148.604004
	Iteration 67Q: 3 clusters Score -4183972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4183984.750000 Penalty: 5148.604004
	Iteration 68Q: 3 clusters Score -4183985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4184005.250000 Penalty: 5148.604004
	Iteration 69Q: 3 clusters Score -4184005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4184010.000000 Penalty: 5148.604004
	Iteration 70Q: 3 clusters Score -4184010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4184019.250000 Penalty: 5148.604004
	Iteration 71Q: 3 clusters Score -4184019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -4184025.500000 Penalty: 5148.604004
	Iteration 72Q: 3 clusters Score -4184026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4184022.000000 Penalty: 5148.604004
	Iteration 73Q: 3 clusters Score -4184022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4184033.500000 Penalty: 5148.604004
	Iteration 74Q: 3 clusters Score -4184034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4184052.500000 Penalty: 5148.604004
	Iteration 75Q: 3 clusters Score -4184052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4184055.000000 Penalty: 5148.604004
	Iteration 76Q: 3 clusters Score -4184055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4184062.250000 Penalty: 5148.604004
	Iteration 77Q: 3 clusters Score -4184062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4184075.500000 Penalty: 5148.604004
	Iteration 78Q: 3 clusters Score -4184076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4184082.750000 Penalty: 5148.604004
	Iteration 79Q: 3 clusters Score -4184083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4184086.250000 Penalty: 5148.604004
	Iteration 80F: 3 clusters Score -4184086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4184090.000000 Penalty: 5148.604004
	Iteration 81Q: 3 clusters Score -4184090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4184095.750000 Penalty: 5148.604004
	Iteration 82Q: 3 clusters Score -4184096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4184110.250000 Penalty: 5148.604004
	Iteration 83Q: 3 clusters Score -4184110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4184122.000000 Penalty: 5148.604004
	Iteration 84Q: 3 clusters Score -4184122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4184128.250000 Penalty: 5148.604004
	Iteration 85Q: 3 clusters Score -4184128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4184133.500000 Penalty: 5148.604004
	Iteration 86Q: 3 clusters Score -4184134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4184139.000000 Penalty: 5148.604004
	Iteration 87Q: 3 clusters Score -4184139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4184146.500000 Penalty: 5148.604004
	Iteration 88Q: 3 clusters Score -4184146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4184153.750000 Penalty: 5148.604004
	Iteration 89Q: 3 clusters Score -4184154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4184162.750000 Penalty: 5148.604004
	Iteration 90Q: 3 clusters Score -4184163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4184170.500000 Penalty: 5148.604004
	Iteration 91Q: 3 clusters Score -4184170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4184179.000000 Penalty: 5148.604004
	Iteration 92Q: 3 clusters Score -4184179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4184177.750000 Penalty: 5148.604004
	Iteration 93Q: 3 clusters Score -4184178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4184183.000000 Penalty: 5148.604004
	Iteration 94Q: 3 clusters Score -4184183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4184188.750000 Penalty: 5148.604004
	Iteration 95Q: 3 clusters Score -4184189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4184186.500000 Penalty: 5148.604004
	Iteration 96Q: 3 clusters Score -4184186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4184193.250000 Penalty: 5148.604004
	Iteration 97Q: 3 clusters Score -4184193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4184189.250000 Penalty: 5148.604004
	Iteration 98Q: 3 clusters Score -4184189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4184192.500000 Penalty: 5148.604004
	Iteration 99Q: 3 clusters Score -4184192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -4184194.500000 Penalty: 5148.604004
	Iteration 100F: 3 clusters Score -4184194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4184197.000000 Penalty: 5148.604004
	Iteration 101Q: 3 clusters Score -4184197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4184193.500000 Penalty: 5148.604004
	Iteration 102Q: 3 clusters Score -4184194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4184198.250000 Penalty: 5148.604004
	Iteration 103Q: 3 clusters Score -4184198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4184203.500000 Penalty: 5148.604004
	Iteration 104Q: 3 clusters Score -4184204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4184202.750000 Penalty: 5148.604004
	Iteration 105Q: 3 clusters Score -4184203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4184203.000000 Penalty: 5148.604004
	Iteration 106Q: 3 clusters Score -4184203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4184205.500000 Penalty: 5148.604004
	Iteration 107Q: 3 clusters Score -4184206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -4184199.500000 Penalty: 5148.604004
	Iteration 108Q: 3 clusters Score -4184200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4184203.500000 Penalty: 5148.604004
	Iteration 109Q: 3 clusters Score -4184204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4184203.500000 Penalty: 5148.604004
	Iteration 110F: 3 clusters Score -4184204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -77441.867188 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -77441.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75822.812500 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -75822.81 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76140.390625 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -76140.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76303.898438 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -76303.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -76481.703125 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -76481.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76719.531250 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -76719.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76945.617188 Penalty: 3232.764893
	Iteration 5F: 3 clusters Score -76945.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77096.070312 Penalty: 3232.764893
	Iteration 6F: 3 clusters Score -77096.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -77195.140625 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -77195.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77245.476562 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -77245.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77263.562500 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -77263.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77282.906250 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -77282.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -77296.585938 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -77296.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -77300.507812 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -77300.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77304.054688 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -77304.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77304.054688 Penalty: 3232.764893
	Iteration 14F: 3 clusters Score -77304.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (187497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187497 members 
Entering Unmasked Estep 
Score: -24081146.000000 Penalty: 3011.096436
	Iteration 0F: 2 clusters Score -2.408115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93715 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -23960598.000000 Penalty: 6022.192871
	Iteration 0F: 3 clusters Score -2.39606e+07 nChanged 90221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -24012968.000000 Penalty: 6022.192871
	Iteration 1F: 3 clusters Score -2.401297e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -24013974.000000 Penalty: 6022.192871
	Iteration 2Q: 3 clusters Score -2.401397e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -24015070.000000 Penalty: 6022.192871
	Iteration 3Q: 3 clusters Score -2.401507e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -24016352.000000 Penalty: 6022.192871
	Iteration 4Q: 3 clusters Score -2.401635e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 109082 members 
Entering Unmasked Estep 
Score: -24018838.000000 Penalty: 6022.192871
	Iteration 5Q: 3 clusters Score -2.401884e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 116766 members 
Entering Unmasked Estep 
Score: -24022778.000000 Penalty: 6022.192871
	Iteration 6Q: 3 clusters Score -2.402278e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 127550 members 
Entering Unmasked Estep 
Score: -24029740.000000 Penalty: 6022.192871
	Iteration 7F: 3 clusters Score -2.402974e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -24040256.000000 Penalty: 6022.192871
	Iteration 8F: 3 clusters Score -2.404026e+07 nChanged 15025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -24053490.000000 Penalty: 6022.192871
	Iteration 9F: 3 clusters Score -2.405349e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -24065818.000000 Penalty: 6022.192871
	Iteration 10F: 3 clusters Score -2.406582e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 177716 members 
Entering Unmasked Estep 
Score: -24073496.000000 Penalty: 6022.192871
	Iteration 11Q: 3 clusters Score -2.40735e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 182489 members 
Entering Unmasked Estep 
Score: -24076674.000000 Penalty: 6022.192871
	Iteration 12Q: 3 clusters Score -2.407667e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 184830 members 
Entering Unmasked Estep 
Score: -24077868.000000 Penalty: 6022.192871
	Iteration 13Q: 3 clusters Score -2.407787e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 185870 members 
Entering Unmasked Estep 
Score: -24078452.000000 Penalty: 6022.192871
	Iteration 14Q: 3 clusters Score -2.407845e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 186301 members 
Entering Unmasked Estep 
Score: -24078752.000000 Penalty: 6022.192871
	Iteration 15Q: 3 clusters Score -2.407875e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 186498 members 
Entering Unmasked Estep 
Score: -24078968.000000 Penalty: 6022.192871
	Iteration 16Q: 3 clusters Score -2.407897e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -24078980.000000 Penalty: 6022.192871
	Iteration 17Q: 3 clusters Score -2.407898e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 186637 members 
Entering Unmasked Estep 
Score: -24079068.000000 Penalty: 6022.192871
	Iteration 18Q: 3 clusters Score -2.407907e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 186671 members 
Entering Unmasked Estep 
Score: -24079104.000000 Penalty: 6022.192871
	Iteration 19Q: 3 clusters Score -2.40791e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 186685 members 
Entering Unmasked Estep 
Score: -24079200.000000 Penalty: 6022.192871
	Iteration 20F: 3 clusters Score -2.40792e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 186712 members 
Entering Unmasked Estep 
Score: -24079220.000000 Penalty: 6022.192871
	Iteration 21Q: 3 clusters Score -2.407922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 186715 members 
Entering Unmasked Estep 
Score: -24079268.000000 Penalty: 6022.192871
	Iteration 22Q: 3 clusters Score -2.407927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 186721 members 
Entering Unmasked Estep 
Score: -24079284.000000 Penalty: 6022.192871
	Iteration 23Q: 3 clusters Score -2.407928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 186718 members 
Entering Unmasked Estep 
Score: -24079318.000000 Penalty: 6022.192871
	Iteration 24Q: 3 clusters Score -2.407932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 186710 members 
Entering Unmasked Estep 
Score: -24079330.000000 Penalty: 6022.192871
	Iteration 25Q: 3 clusters Score -2.407933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 186705 members 
Entering Unmasked Estep 
Score: -24079370.000000 Penalty: 6022.192871
	Iteration 26Q: 3 clusters Score -2.407937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 186709 members 
Entering Unmasked Estep 
Score: -24079386.000000 Penalty: 6022.192871
	Iteration 27Q: 3 clusters Score -2.407939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 186712 members 
Entering Unmasked Estep 
Score: -24079386.000000 Penalty: 6022.192871
	Iteration 28Q: 3 clusters Score -2.407939e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 186711 members 
Entering Unmasked Estep 
Score: -24079434.000000 Penalty: 6022.192871
	Iteration 29Q: 3 clusters Score -2.407943e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 186714 members 
Entering Unmasked Estep 
Score: -24079390.000000 Penalty: 6022.192871
	Iteration 30Q: 3 clusters Score -2.407939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -24079402.000000 Penalty: 6022.192871
	Iteration 31Q: 3 clusters Score -2.40794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -24079410.000000 Penalty: 6022.192871
	Iteration 32Q: 3 clusters Score -2.407941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 186719 members 
Entering Unmasked Estep 
Score: -24079426.000000 Penalty: 6022.192871
	Iteration 33Q: 3 clusters Score -2.407943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 186720 members 
Entering Unmasked Estep 
Score: -24079456.000000 Penalty: 6022.192871
	Iteration 34Q: 3 clusters Score -2.407946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 186730 members 
Entering Unmasked Estep 
Score: -24079458.000000 Penalty: 6022.192871
	Iteration 35Q: 3 clusters Score -2.407946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 186734 members 
Entering Unmasked Estep 
Score: -24079476.000000 Penalty: 6022.192871
	Iteration 36Q: 3 clusters Score -2.407948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 186735 members 
Entering Unmasked Estep 
Score: -24079500.000000 Penalty: 6022.192871
	Iteration 37Q: 3 clusters Score -2.40795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 186724 members 
Entering Unmasked Estep 
Score: -24079504.000000 Penalty: 6022.192871
	Iteration 38Q: 3 clusters Score -2.40795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 186714 members 
Entering Unmasked Estep 
Score: -24079526.000000 Penalty: 6022.192871
	Iteration 39Q: 3 clusters Score -2.407953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 186707 members 
Entering Unmasked Estep 
Score: -24079526.000000 Penalty: 6022.192871
	Iteration 40F: 3 clusters Score -2.407953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 186700 members 
Entering Unmasked Estep 
Score: -24079566.000000 Penalty: 6022.192871
	Iteration 41Q: 3 clusters Score -2.407957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 186697 members 
Entering Unmasked Estep 
Score: -24079576.000000 Penalty: 6022.192871
	Iteration 42Q: 3 clusters Score -2.407958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 186692 members 
Entering Unmasked Estep 
Score: -24079592.000000 Penalty: 6022.192871
	Iteration 43Q: 3 clusters Score -2.407959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 186689 members 
Entering Unmasked Estep 
Score: -24079610.000000 Penalty: 6022.192871
	Iteration 44Q: 3 clusters Score -2.407961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 186686 members 
Entering Unmasked Estep 
Score: -24079620.000000 Penalty: 6022.192871
	Iteration 45Q: 3 clusters Score -2.407962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 186683 members 
Entering Unmasked Estep 
Score: -24079614.000000 Penalty: 6022.192871
	Iteration 46Q: 3 clusters Score -2.407961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 186678 members 
Entering Unmasked Estep 
Score: -24079626.000000 Penalty: 6022.192871
	Iteration 47Q: 3 clusters Score -2.407963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 186674 members 
Entering Unmasked Estep 
Score: -24079638.000000 Penalty: 6022.192871
	Iteration 48Q: 3 clusters Score -2.407964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 186669 members 
Entering Unmasked Estep 
Score: -24079632.000000 Penalty: 6022.192871
	Iteration 49Q: 3 clusters Score -2.407963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 186661 members 
Entering Unmasked Estep 
Score: -24079658.000000 Penalty: 6022.192871
	Iteration 50Q: 3 clusters Score -2.407966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -24079672.000000 Penalty: 6022.192871
	Iteration 51Q: 3 clusters Score -2.407967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 186649 members 
Entering Unmasked Estep 
Score: -24079652.000000 Penalty: 6022.192871
	Iteration 52Q: 3 clusters Score -2.407965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 186646 members 
Entering Unmasked Estep 
Score: -24079678.000000 Penalty: 6022.192871
	Iteration 53Q: 3 clusters Score -2.407968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -24079690.000000 Penalty: 6022.192871
	Iteration 54Q: 3 clusters Score -2.407969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -24079688.000000 Penalty: 6022.192871
	Iteration 55Q: 3 clusters Score -2.407969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 186640 members 
Entering Unmasked Estep 
Score: -24079694.000000 Penalty: 6022.192871
	Iteration 56Q: 3 clusters Score -2.407969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 186634 members 
Entering Unmasked Estep 
Score: -24079706.000000 Penalty: 6022.192871
	Iteration 57Q: 3 clusters Score -2.407971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 186627 members 
Entering Unmasked Estep 
Score: -24079714.000000 Penalty: 6022.192871
	Iteration 58Q: 3 clusters Score -2.407971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 186620 members 
Entering Unmasked Estep 
Score: -24079718.000000 Penalty: 6022.192871
	Iteration 59Q: 3 clusters Score -2.407972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 186621 members 
Entering Unmasked Estep 
Score: -24079710.000000 Penalty: 6022.192871
	Iteration 60F: 3 clusters Score -2.407971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 186621 members 
Entering Unmasked Estep 
Score: -24079704.000000 Penalty: 6022.192871
	Iteration 61Q: 3 clusters Score -2.40797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 186619 members 
Entering Unmasked Estep 
Score: -24079702.000000 Penalty: 6022.192871
	Iteration 62Q: 3 clusters Score -2.40797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 186615 members 
Entering Unmasked Estep 
Score: -24079718.000000 Penalty: 6022.192871
	Iteration 63Q: 3 clusters Score -2.407972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 186610 members 
Entering Unmasked Estep 
Score: -24079718.000000 Penalty: 6022.192871
	Iteration 64Q: 3 clusters Score -2.407972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 186608 members 
Entering Unmasked Estep 
Score: -24079726.000000 Penalty: 6022.192871
	Iteration 65Q: 3 clusters Score -2.407973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -24079738.000000 Penalty: 6022.192871
	Iteration 66Q: 3 clusters Score -2.407974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -24079746.000000 Penalty: 6022.192871
	Iteration 67Q: 3 clusters Score -2.407975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 186600 members 
Entering Unmasked Estep 
Score: -24079744.000000 Penalty: 6022.192871
	Iteration 68Q: 3 clusters Score -2.407974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 186595 members 
Entering Unmasked Estep 
Score: -24079762.000000 Penalty: 6022.192871
	Iteration 69Q: 3 clusters Score -2.407976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 186594 members 
Entering Unmasked Estep 
Score: -24079774.000000 Penalty: 6022.192871
	Iteration 70Q: 3 clusters Score -2.407977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 186592 members 
Entering Unmasked Estep 
Score: -24079776.000000 Penalty: 6022.192871
	Iteration 71Q: 3 clusters Score -2.407978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 186586 members 
Entering Unmasked Estep 
Score: -24079774.000000 Penalty: 6022.192871
	Iteration 72Q: 3 clusters Score -2.407977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 186582 members 
Entering Unmasked Estep 
Score: -24079768.000000 Penalty: 6022.192871
	Iteration 73Q: 3 clusters Score -2.407977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 186581 members 
Entering Unmasked Estep 
Score: -24079776.000000 Penalty: 6022.192871
	Iteration 74Q: 3 clusters Score -2.407978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 186581 members 
Entering Unmasked Estep 
Score: -24079776.000000 Penalty: 6022.192871
	Iteration 75F: 3 clusters Score -2.407978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (243470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243470 members 
Entering Unmasked Estep 
Score: -31099204.000000 Penalty: 3075.881836
	Iteration 0F: 2 clusters Score -3.10992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -30952098.000000 Penalty: 6151.763672
	Iteration 0F: 3 clusters Score -3.09521e+07 nChanged 117487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122534 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -31021028.000000 Penalty: 6151.763672
	Iteration 1F: 3 clusters Score -3.102103e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 120349 members 
Entering Unmasked Estep 
Score: -31021902.000000 Penalty: 6151.763672
	Iteration 2Q: 3 clusters Score -3.10219e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124034 members 
Mstep: Class 2 contains 119436 members 
Entering Unmasked Estep 
Score: -31022720.000000 Penalty: 6151.763672
	Iteration 3Q: 3 clusters Score -3.102272e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 118116 members 
Entering Unmasked Estep 
Score: -31023812.000000 Penalty: 6151.763672
	Iteration 4Q: 3 clusters Score -3.102381e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127269 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -31025196.000000 Penalty: 6151.763672
	Iteration 5Q: 3 clusters Score -3.10252e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130040 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -31027642.000000 Penalty: 6151.763672
	Iteration 6Q: 3 clusters Score -3.102764e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134018 members 
Mstep: Class 2 contains 109452 members 
Entering Unmasked Estep 
Score: -31031794.000000 Penalty: 6151.763672
	Iteration 7Q: 3 clusters Score -3.103179e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -31038452.000000 Penalty: 6151.763672
	Iteration 8Q: 3 clusters Score -3.103845e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146044 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -31049042.000000 Penalty: 6151.763672
	Iteration 9F: 3 clusters Score -3.104904e+07 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152002 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -31062612.000000 Penalty: 6151.763672
	Iteration 10F: 3 clusters Score -3.106261e+07 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156093 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -31073572.000000 Penalty: 6151.763672
	Iteration 11F: 3 clusters Score -3.107357e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158431 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -31078718.000000 Penalty: 6151.763672
	Iteration 12Q: 3 clusters Score -3.107872e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160411 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -31080798.000000 Penalty: 6151.763672
	Iteration 13Q: 3 clusters Score -3.10808e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162355 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -31081946.000000 Penalty: 6151.763672
	Iteration 14Q: 3 clusters Score -3.108195e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -31082884.000000 Penalty: 6151.763672
	Iteration 15Q: 3 clusters Score -3.108288e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -31083492.000000 Penalty: 6151.763672
	Iteration 16Q: 3 clusters Score -3.108349e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167841 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -31084012.000000 Penalty: 6151.763672
	Iteration 17Q: 3 clusters Score -3.108401e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -31084620.000000 Penalty: 6151.763672
	Iteration 18Q: 3 clusters Score -3.108462e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -31085284.000000 Penalty: 6151.763672
	Iteration 19Q: 3 clusters Score -3.108528e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173506 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -31085844.000000 Penalty: 6151.763672
	Iteration 20F: 3 clusters Score -3.108584e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -31086446.000000 Penalty: 6151.763672
	Iteration 21Q: 3 clusters Score -3.108645e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177266 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -31086996.000000 Penalty: 6151.763672
	Iteration 22Q: 3 clusters Score -3.1087e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179055 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -31087396.000000 Penalty: 6151.763672
	Iteration 23Q: 3 clusters Score -3.10874e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180776 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -31087562.000000 Penalty: 6151.763672
	Iteration 24Q: 3 clusters Score -3.108756e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182470 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -31087946.000000 Penalty: 6151.763672
	Iteration 25Q: 3 clusters Score -3.108795e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184121 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -31088290.000000 Penalty: 6151.763672
	Iteration 26Q: 3 clusters Score -3.108829e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185640 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -31088824.000000 Penalty: 6151.763672
	Iteration 27Q: 3 clusters Score -3.108882e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -31089164.000000 Penalty: 6151.763672
	Iteration 28Q: 3 clusters Score -3.108916e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -31089432.000000 Penalty: 6151.763672
	Iteration 29Q: 3 clusters Score -3.108943e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189717 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -31089742.000000 Penalty: 6151.763672
	Iteration 30Q: 3 clusters Score -3.108974e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -31090044.000000 Penalty: 6151.763672
	Iteration 31Q: 3 clusters Score -3.109004e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192270 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -31090322.000000 Penalty: 6151.763672
	Iteration 32Q: 3 clusters Score -3.109032e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193520 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -31090456.000000 Penalty: 6151.763672
	Iteration 33Q: 3 clusters Score -3.109046e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194785 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -31090514.000000 Penalty: 6151.763672
	Iteration 34Q: 3 clusters Score -3.109051e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196050 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -31090760.000000 Penalty: 6151.763672
	Iteration 35Q: 3 clusters Score -3.109076e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197426 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -31090694.000000 Penalty: 6151.763672
	Iteration 36Q: 3 clusters Score -3.109069e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198857 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -31090718.000000 Penalty: 6151.763672
	Iteration 37Q: 3 clusters Score -3.109072e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200352 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -31090770.000000 Penalty: 6151.763672
	Iteration 38Q: 3 clusters Score -3.109077e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201851 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -31090902.000000 Penalty: 6151.763672
	Iteration 39Q: 3 clusters Score -3.10909e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203264 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -31091124.000000 Penalty: 6151.763672
	Iteration 40F: 3 clusters Score -3.109112e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204714 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -31091302.000000 Penalty: 6151.763672
	Iteration 41Q: 3 clusters Score -3.10913e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206193 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -31091426.000000 Penalty: 6151.763672
	Iteration 42Q: 3 clusters Score -3.109143e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207744 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -31091454.000000 Penalty: 6151.763672
	Iteration 43Q: 3 clusters Score -3.109145e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209347 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -31091504.000000 Penalty: 6151.763672
	Iteration 44Q: 3 clusters Score -3.10915e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210966 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -31091586.000000 Penalty: 6151.763672
	Iteration 45Q: 3 clusters Score -3.109159e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212614 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -31091802.000000 Penalty: 6151.763672
	Iteration 46Q: 3 clusters Score -3.10918e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214274 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -31091886.000000 Penalty: 6151.763672
	Iteration 47Q: 3 clusters Score -3.109189e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215935 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -31091970.000000 Penalty: 6151.763672
	Iteration 48Q: 3 clusters Score -3.109197e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217553 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -31092106.000000 Penalty: 6151.763672
	Iteration 49Q: 3 clusters Score -3.109211e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219187 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -31092402.000000 Penalty: 6151.763672
	Iteration 50Q: 3 clusters Score -3.10924e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220851 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -31092672.000000 Penalty: 6151.763672
	Iteration 51Q: 3 clusters Score -3.109267e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222452 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -31092998.000000 Penalty: 6151.763672
	Iteration 52Q: 3 clusters Score -3.1093e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223982 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -31093242.000000 Penalty: 6151.763672
	Iteration 53Q: 3 clusters Score -3.109324e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225500 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -31093422.000000 Penalty: 6151.763672
	Iteration 54Q: 3 clusters Score -3.109342e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226946 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -31093708.000000 Penalty: 6151.763672
	Iteration 55Q: 3 clusters Score -3.109371e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228308 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -31094052.000000 Penalty: 6151.763672
	Iteration 56Q: 3 clusters Score -3.109405e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229530 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -31094264.000000 Penalty: 6151.763672
	Iteration 57Q: 3 clusters Score -3.109426e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230644 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -31094486.000000 Penalty: 6151.763672
	Iteration 58Q: 3 clusters Score -3.109449e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231698 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -31094844.000000 Penalty: 6151.763672
	Iteration 59Q: 3 clusters Score -3.109484e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232676 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -31095002.000000 Penalty: 6151.763672
	Iteration 60F: 3 clusters Score -3.1095e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233585 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -31094992.000000 Penalty: 6151.763672
	Iteration 61Q: 3 clusters Score -3.109499e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234376 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -31095156.000000 Penalty: 6151.763672
	Iteration 62Q: 3 clusters Score -3.109516e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235061 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -31095280.000000 Penalty: 6151.763672
	Iteration 63Q: 3 clusters Score -3.109528e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235650 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -31095478.000000 Penalty: 6151.763672
	Iteration 64Q: 3 clusters Score -3.109548e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236223 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -31095550.000000 Penalty: 6151.763672
	Iteration 65Q: 3 clusters Score -3.109555e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236701 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -31095582.000000 Penalty: 6151.763672
	Iteration 66Q: 3 clusters Score -3.109558e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237136 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -31095720.000000 Penalty: 6151.763672
	Iteration 67Q: 3 clusters Score -3.109572e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237537 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -31095858.000000 Penalty: 6151.763672
	Iteration 68Q: 3 clusters Score -3.109586e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237874 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -31095946.000000 Penalty: 6151.763672
	Iteration 69Q: 3 clusters Score -3.109595e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238202 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -31096066.000000 Penalty: 6151.763672
	Iteration 70Q: 3 clusters Score -3.109607e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238482 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -31096144.000000 Penalty: 6151.763672
	Iteration 71Q: 3 clusters Score -3.109614e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238727 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -31096224.000000 Penalty: 6151.763672
	Iteration 72Q: 3 clusters Score -3.109622e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238940 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -31096248.000000 Penalty: 6151.763672
	Iteration 73Q: 3 clusters Score -3.109625e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239145 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -31096338.000000 Penalty: 6151.763672
	Iteration 74Q: 3 clusters Score -3.109634e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239330 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -31096310.000000 Penalty: 6151.763672
	Iteration 75Q: 3 clusters Score -3.109631e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239480 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -31096366.000000 Penalty: 6151.763672
	Iteration 76Q: 3 clusters Score -3.109637e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239612 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -31096418.000000 Penalty: 6151.763672
	Iteration 77Q: 3 clusters Score -3.109642e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239723 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -31096374.000000 Penalty: 6151.763672
	Iteration 78Q: 3 clusters Score -3.109637e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239819 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -31096428.000000 Penalty: 6151.763672
	Iteration 79Q: 3 clusters Score -3.109643e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239895 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -31096438.000000 Penalty: 6151.763672
	Iteration 80F: 3 clusters Score -3.109644e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239954 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -31096454.000000 Penalty: 6151.763672
	Iteration 81Q: 3 clusters Score -3.109645e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240012 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -31096456.000000 Penalty: 6151.763672
	Iteration 82Q: 3 clusters Score -3.109646e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240067 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -31096490.000000 Penalty: 6151.763672
	Iteration 83Q: 3 clusters Score -3.109649e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240126 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -31096506.000000 Penalty: 6151.763672
	Iteration 84Q: 3 clusters Score -3.109651e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240167 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -31096520.000000 Penalty: 6151.763672
	Iteration 85Q: 3 clusters Score -3.109652e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240200 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -31096540.000000 Penalty: 6151.763672
	Iteration 86Q: 3 clusters Score -3.109654e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240232 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -31096548.000000 Penalty: 6151.763672
	Iteration 87Q: 3 clusters Score -3.109655e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240251 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -31096588.000000 Penalty: 6151.763672
	Iteration 88Q: 3 clusters Score -3.109659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240283 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -31096566.000000 Penalty: 6151.763672
	Iteration 89Q: 3 clusters Score -3.109657e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240315 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -31096606.000000 Penalty: 6151.763672
	Iteration 90Q: 3 clusters Score -3.109661e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240346 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -31096608.000000 Penalty: 6151.763672
	Iteration 91Q: 3 clusters Score -3.109661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240381 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -31096642.000000 Penalty: 6151.763672
	Iteration 92Q: 3 clusters Score -3.109664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240415 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -31096644.000000 Penalty: 6151.763672
	Iteration 93Q: 3 clusters Score -3.109664e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240443 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -31096668.000000 Penalty: 6151.763672
	Iteration 94Q: 3 clusters Score -3.109667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240467 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -31096680.000000 Penalty: 6151.763672
	Iteration 95Q: 3 clusters Score -3.109668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240499 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -31096660.000000 Penalty: 6151.763672
	Iteration 96Q: 3 clusters Score -3.109666e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240533 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -31096706.000000 Penalty: 6151.763672
	Iteration 97Q: 3 clusters Score -3.109671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240565 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -31096696.000000 Penalty: 6151.763672
	Iteration 98Q: 3 clusters Score -3.10967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240586 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -31096720.000000 Penalty: 6151.763672
	Iteration 99Q: 3 clusters Score -3.109672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240603 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -31096704.000000 Penalty: 6151.763672
	Iteration 100F: 3 clusters Score -3.10967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240620 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -31096706.000000 Penalty: 6151.763672
	Iteration 101Q: 3 clusters Score -3.109671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240628 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -31096712.000000 Penalty: 6151.763672
	Iteration 102Q: 3 clusters Score -3.109671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240640 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -31096742.000000 Penalty: 6151.763672
	Iteration 103Q: 3 clusters Score -3.109674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240646 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -31096730.000000 Penalty: 6151.763672
	Iteration 104Q: 3 clusters Score -3.109673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240655 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -31096738.000000 Penalty: 6151.763672
	Iteration 105Q: 3 clusters Score -3.109674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240662 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -31096750.000000 Penalty: 6151.763672
	Iteration 106Q: 3 clusters Score -3.109675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240670 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -31096730.000000 Penalty: 6151.763672
	Iteration 107Q: 3 clusters Score -3.109673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240673 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -31096710.000000 Penalty: 6151.763672
	Iteration 108Q: 3 clusters Score -3.109671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240678 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -31096730.000000 Penalty: 6151.763672
	Iteration 109Q: 3 clusters Score -3.109673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240687 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -31096736.000000 Penalty: 6151.763672
	Iteration 110Q: 3 clusters Score -3.109674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240695 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -31096740.000000 Penalty: 6151.763672
	Iteration 111Q: 3 clusters Score -3.109674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240707 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -31096724.000000 Penalty: 6151.763672
	Iteration 112Q: 3 clusters Score -3.109672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240719 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -31096720.000000 Penalty: 6151.763672
	Iteration 113Q: 3 clusters Score -3.109672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240722 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -31096730.000000 Penalty: 6151.763672
	Iteration 114Q: 3 clusters Score -3.109673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240727 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -31096714.000000 Penalty: 6151.763672
	Iteration 115Q: 3 clusters Score -3.109671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240733 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -31096710.000000 Penalty: 6151.763672
	Iteration 116Q: 3 clusters Score -3.109671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240739 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -31096724.000000 Penalty: 6151.763672
	Iteration 117Q: 3 clusters Score -3.109672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240749 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -31096740.000000 Penalty: 6151.763672
	Iteration 118Q: 3 clusters Score -3.109674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240755 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -31096734.000000 Penalty: 6151.763672
	Iteration 119Q: 3 clusters Score -3.109673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240764 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -31096734.000000 Penalty: 6151.763672
	Iteration 120F: 3 clusters Score -3.109673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240772 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -31096742.000000 Penalty: 6151.763672
	Iteration 121Q: 3 clusters Score -3.109674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240789 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -31096700.000000 Penalty: 6151.763672
	Iteration 122Q: 3 clusters Score -3.10967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240802 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -31096726.000000 Penalty: 6151.763672
	Iteration 123Q: 3 clusters Score -3.109673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -31096716.000000 Penalty: 6151.763672
	Iteration 124Q: 3 clusters Score -3.109672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240808 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -31096728.000000 Penalty: 6151.763672
	Iteration 125Q: 3 clusters Score -3.109673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240813 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -31096726.000000 Penalty: 6151.763672
	Iteration 126Q: 3 clusters Score -3.109673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240822 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -31096722.000000 Penalty: 6151.763672
	Iteration 127Q: 3 clusters Score -3.109672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240825 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -31096734.000000 Penalty: 6151.763672
	Iteration 128Q: 3 clusters Score -3.109673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240827 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -31096726.000000 Penalty: 6151.763672
	Iteration 129Q: 3 clusters Score -3.109673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240831 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -31096736.000000 Penalty: 6151.763672
	Iteration 130Q: 3 clusters Score -3.109674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240831 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -31096726.000000 Penalty: 6151.763672
	Iteration 131Q: 3 clusters Score -3.109673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240835 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -31096732.000000 Penalty: 6151.763672
	Iteration 132Q: 3 clusters Score -3.109673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240837 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -31096726.000000 Penalty: 6151.763672
	Iteration 133Q: 3 clusters Score -3.109673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240842 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -31096732.000000 Penalty: 6151.763672
	Iteration 134Q: 3 clusters Score -3.109673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240846 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -31096740.000000 Penalty: 6151.763672
	Iteration 135Q: 3 clusters Score -3.109674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240852 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -31096732.000000 Penalty: 6151.763672
	Iteration 136Q: 3 clusters Score -3.109673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240854 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -31096716.000000 Penalty: 6151.763672
	Iteration 137Q: 3 clusters Score -3.109672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240856 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -31096732.000000 Penalty: 6151.763672
	Iteration 138Q: 3 clusters Score -3.109673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240858 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -31096712.000000 Penalty: 6151.763672
	Iteration 139Q: 3 clusters Score -3.109671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240859 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -31096716.000000 Penalty: 6151.763672
	Iteration 140F: 3 clusters Score -3.109672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240858 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -31096714.000000 Penalty: 6151.763672
	Iteration 141Q: 3 clusters Score -3.109671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240858 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -31096714.000000 Penalty: 6151.763672
	Iteration 142F: 3 clusters Score -3.109671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (170735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Entering Unmasked Estep 
Score: -21939370.000000 Penalty: 2987.871094
	Iteration 0F: 2 clusters Score -2.193937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -21826148.000000 Penalty: 5975.742188
	Iteration 0F: 3 clusters Score -2.182615e+07 nChanged 81863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -21874244.000000 Penalty: 5975.742188
	Iteration 1F: 3 clusters Score -2.187424e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -21875032.000000 Penalty: 5975.742188
	Iteration 2Q: 3 clusters Score -2.187503e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -21875672.000000 Penalty: 5975.742188
	Iteration 3Q: 3 clusters Score -2.187567e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -21876702.000000 Penalty: 5975.742188
	Iteration 4Q: 3 clusters Score -2.18767e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -21878052.000000 Penalty: 5975.742188
	Iteration 5Q: 3 clusters Score -2.187805e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -21880256.000000 Penalty: 5975.742188
	Iteration 6Q: 3 clusters Score -2.188026e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -21884668.000000 Penalty: 5975.742188
	Iteration 7Q: 3 clusters Score -2.188467e+07 nChanged 10573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 118242 members 
Entering Unmasked Estep 
Score: -21891954.000000 Penalty: 5975.742188
	Iteration 8F: 3 clusters Score -2.189195e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 131021 members 
Entering Unmasked Estep 
Score: -21902714.000000 Penalty: 5975.742188
	Iteration 9F: 3 clusters Score -2.190271e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -21914450.000000 Penalty: 5975.742188
	Iteration 10F: 3 clusters Score -2.191445e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 154758 members 
Entering Unmasked Estep 
Score: -21924192.000000 Penalty: 5975.742188
	Iteration 11F: 3 clusters Score -2.192419e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 161663 members 
Entering Unmasked Estep 
Score: -21930362.000000 Penalty: 5975.742188
	Iteration 12Q: 3 clusters Score -2.193036e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -21933558.000000 Penalty: 5975.742188
	Iteration 13Q: 3 clusters Score -2.193356e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 167749 members 
Entering Unmasked Estep 
Score: -21935132.000000 Penalty: 5975.742188
	Iteration 14Q: 3 clusters Score -2.193513e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -21935884.000000 Penalty: 5975.742188
	Iteration 15Q: 3 clusters Score -2.193588e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 169416 members 
Entering Unmasked Estep 
Score: -21936312.000000 Penalty: 5975.742188
	Iteration 16Q: 3 clusters Score -2.193631e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 169695 members 
Entering Unmasked Estep 
Score: -21936552.000000 Penalty: 5975.742188
	Iteration 17Q: 3 clusters Score -2.193655e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -21936670.000000 Penalty: 5975.742188
	Iteration 18Q: 3 clusters Score -2.193667e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -21936722.000000 Penalty: 5975.742188
	Iteration 19Q: 3 clusters Score -2.193672e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -21936792.000000 Penalty: 5975.742188
	Iteration 20F: 3 clusters Score -2.193679e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -21936806.000000 Penalty: 5975.742188
	Iteration 21Q: 3 clusters Score -2.193681e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 170015 members 
Entering Unmasked Estep 
Score: -21936834.000000 Penalty: 5975.742188
	Iteration 22Q: 3 clusters Score -2.193683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 170030 members 
Entering Unmasked Estep 
Score: -21936850.000000 Penalty: 5975.742188
	Iteration 23Q: 3 clusters Score -2.193685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 170039 members 
Entering Unmasked Estep 
Score: -21936832.000000 Penalty: 5975.742188
	Iteration 24Q: 3 clusters Score -2.193683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -21936850.000000 Penalty: 5975.742188
	Iteration 25Q: 3 clusters Score -2.193685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 170065 members 
Entering Unmasked Estep 
Score: -21936860.000000 Penalty: 5975.742188
	Iteration 26Q: 3 clusters Score -2.193686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -21936882.000000 Penalty: 5975.742188
	Iteration 27Q: 3 clusters Score -2.193688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -21936870.000000 Penalty: 5975.742188
	Iteration 28Q: 3 clusters Score -2.193687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -21936882.000000 Penalty: 5975.742188
	Iteration 29Q: 3 clusters Score -2.193688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -21936896.000000 Penalty: 5975.742188
	Iteration 30Q: 3 clusters Score -2.19369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -21936880.000000 Penalty: 5975.742188
	Iteration 31Q: 3 clusters Score -2.193688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -21936882.000000 Penalty: 5975.742188
	Iteration 32Q: 3 clusters Score -2.193688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -21936876.000000 Penalty: 5975.742188
	Iteration 33Q: 3 clusters Score -2.193688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 170091 members 
Entering Unmasked Estep 
Score: -21936876.000000 Penalty: 5975.742188
	Iteration 34F: 3 clusters Score -2.193688e+07 nChanged 0
--- Evaluating fit on full set of 3570476 points ---
Entering Unmasked Estep 
Score: -451375808.000000 Penalty: 71095.640625
25->20 Clusters: Score -451375808.000000, best is -451465536.000000

Main iterations: 0 (time per=infms)
Total iterations: 61738 (time per=813.027810ms)
Iterations metric 2: 8125278060544.000000 (time per=6.177599ns)
Iterations metric 3: 243766640246784.000000 (time per=205.912962ps)

That took 50194.710938 seconds.
